warning: commands will be executed using /bin/sh
job 2131 at Sat Mar 22 03:25:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140314/YutaMouse20-140314/YutaMouse20-140314
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 963655 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 321218 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 16892 members 
Mstep: Class 3 contains 16851 members 
Mstep: Class 4 contains 16975 members 
Mstep: Class 5 contains 16827 members 
Mstep: Class 6 contains 16999 members 
Mstep: Class 7 contains 16833 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 10 contains 16910 members 
Mstep: Class 11 contains 17186 members 
Mstep: Class 12 contains 16838 members 
Mstep: Class 13 contains 16769 members 
Mstep: Class 14 contains 16856 members 
Mstep: Class 15 contains 16748 members 
Mstep: Class 16 contains 16925 members 
Mstep: Class 17 contains 16976 members 
Mstep: Class 18 contains 16939 members 
Mstep: Class 19 contains 16797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 761.393127 but Gain 3144.609375
Score: -33127770.000000 Penalty: 56602.964844
Iteration 0F: 19 clusters Score -3.312777e+07 nChanged 302355
Entering Unmasked Mstep 
Mstep: Class 0 contains 1318 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 5504 members 
Mstep: Class 3 contains 15988 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 7263 members 
Mstep: Class 6 contains 73256 members 
Mstep: Class 7 contains 17962 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 69169 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 10892 members 
Mstep: Class 12 contains 12909 members 
Mstep: Class 13 contains 13634 members 
Mstep: Class 14 contains 6027 members 
Mstep: Class 15 contains 8919 members 
Mstep: Class 16 contains 16002 members 
Mstep: Class 17 contains 15410 members 
Mstep: Class 18 contains 11681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34647036.000000 Penalty: 56602.964844
Iteration 1F: 19 clusters Score -3.464704e+07 nChanged 139130
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 6322 members 
Mstep: Class 5 contains 5160 members 
Mstep: Class 6 contains 97679 members 
Mstep: Class 7 contains 15515 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 87808 members 
Mstep: Class 10 contains 7160 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 18940 members 
Mstep: Class 13 contains 9171 members 
Mstep: Class 14 contains 2919 members 
Mstep: Class 15 contains 6024 members 
Mstep: Class 16 contains 8066 members 
Mstep: Class 17 contains 8495 members 
Mstep: Class 18 contains 6283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35107484.000000 Penalty: 56602.964844
Iteration 2F: 19 clusters Score -3.510748e+07 nChanged 81140
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3389 members 
Mstep: Class 3 contains 17288 members 
Mstep: Class 4 contains 6080 members 
Mstep: Class 5 contains 8891 members 
Mstep: Class 6 contains 97083 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 82959 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 8042 members 
Mstep: Class 12 contains 21826 members 
Mstep: Class 13 contains 11213 members 
Mstep: Class 14 contains 4097 members 
Mstep: Class 15 contains 6366 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 9216 members 
Mstep: Class 18 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35278828.000000 Penalty: 56602.964844
Iteration 3F: 19 clusters Score -3.527883e+07 nChanged 58297
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3762 members 
Mstep: Class 3 contains 20920 members 
Mstep: Class 4 contains 6041 members 
Mstep: Class 5 contains 13400 members 
Mstep: Class 6 contains 89722 members 
Mstep: Class 7 contains 12708 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 81668 members 
Mstep: Class 10 contains 7071 members 
Mstep: Class 11 contains 8194 members 
Mstep: Class 12 contains 20382 members 
Mstep: Class 13 contains 13148 members 
Mstep: Class 14 contains 5814 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 7462 members 
Mstep: Class 17 contains 10338 members 
Mstep: Class 18 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35368888.000000 Penalty: 56602.964844
Iteration 4F: 19 clusters Score -3.536889e+07 nChanged 43910
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 23953 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 17419 members 
Mstep: Class 6 contains 81576 members 
Mstep: Class 7 contains 11225 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 80440 members 
Mstep: Class 10 contains 6265 members 
Mstep: Class 11 contains 8763 members 
Mstep: Class 12 contains 18472 members 
Mstep: Class 13 contains 14978 members 
Mstep: Class 14 contains 7178 members 
Mstep: Class 15 contains 7169 members 
Mstep: Class 16 contains 7110 members 
Mstep: Class 17 contains 11936 members 
Mstep: Class 18 contains 4121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35425236.000000 Penalty: 56602.964844
Iteration 5F: 19 clusters Score -3.542524e+07 nChanged 34102
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 25399 members 
Mstep: Class 4 contains 7092 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 74196 members 
Mstep: Class 7 contains 10766 members 
Mstep: Class 8 contains 3985 members 
Mstep: Class 9 contains 78098 members 
Mstep: Class 10 contains 5675 members 
Mstep: Class 11 contains 9482 members 
Mstep: Class 12 contains 17265 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 8256 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 6885 members 
Mstep: Class 17 contains 13806 members 
Mstep: Class 18 contains 4282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35464732.000000 Penalty: 56602.964844
Iteration 6F: 19 clusters Score -3.546473e+07 nChanged 28098
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6759 members 
Mstep: Class 3 contains 25548 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 24085 members 
Mstep: Class 6 contains 67234 members 
Mstep: Class 7 contains 10684 members 
Mstep: Class 8 contains 4187 members 
Mstep: Class 9 contains 75717 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 10279 members 
Mstep: Class 12 contains 16538 members 
Mstep: Class 13 contains 17353 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 7741 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 16075 members 
Mstep: Class 18 contains 4639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35495508.000000 Penalty: 56602.964844
Iteration 7F: 19 clusters Score -3.549551e+07 nChanged 24109
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 25019 members 
Mstep: Class 4 contains 8116 members 
Mstep: Class 5 contains 26870 members 
Mstep: Class 6 contains 61320 members 
Mstep: Class 7 contains 10583 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 73295 members 
Mstep: Class 10 contains 4970 members 
Mstep: Class 11 contains 11226 members 
Mstep: Class 12 contains 16101 members 
Mstep: Class 13 contains 18066 members 
Mstep: Class 14 contains 9984 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 16 contains 6910 members 
Mstep: Class 17 contains 18609 members 
Mstep: Class 18 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35522616.000000 Penalty: 56602.964844
Iteration 8F: 19 clusters Score -3.552262e+07 nChanged 20912
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 7776 members 
Mstep: Class 3 contains 24306 members 
Mstep: Class 4 contains 8322 members 
Mstep: Class 5 contains 28778 members 
Mstep: Class 6 contains 56500 members 
Mstep: Class 7 contains 10209 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 71207 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 12129 members 
Mstep: Class 12 contains 15905 members 
Mstep: Class 13 contains 18575 members 
Mstep: Class 14 contains 10668 members 
Mstep: Class 15 contains 8248 members 
Mstep: Class 16 contains 7068 members 
Mstep: Class 17 contains 21293 members 
Mstep: Class 18 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35546256.000000 Penalty: 56602.964844
Iteration 9F: 19 clusters Score -3.554626e+07 nChanged 18449
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 23771 members 
Mstep: Class 4 contains 8684 members 
Mstep: Class 5 contains 29318 members 
Mstep: Class 6 contains 52494 members 
Mstep: Class 7 contains 9618 members 
Mstep: Class 8 contains 4690 members 
Mstep: Class 9 contains 69724 members 
Mstep: Class 10 contains 4663 members 
Mstep: Class 11 contains 12999 members 
Mstep: Class 12 contains 15850 members 
Mstep: Class 13 contains 19033 members 
Mstep: Class 14 contains 11366 members 
Mstep: Class 15 contains 8398 members 
Mstep: Class 16 contains 7236 members 
Mstep: Class 17 contains 23978 members 
Mstep: Class 18 contains 6016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35567636.000000 Penalty: 56602.964844
Iteration 10F: 19 clusters Score -3.556764e+07 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 23910 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 29146 members 
Mstep: Class 6 contains 48836 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 4815 members 
Mstep: Class 9 contains 68413 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 13817 members 
Mstep: Class 12 contains 15830 members 
Mstep: Class 13 contains 19463 members 
Mstep: Class 14 contains 12033 members 
Mstep: Class 15 contains 8540 members 
Mstep: Class 16 contains 7415 members 
Mstep: Class 17 contains 26387 members 
Mstep: Class 18 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35587020.000000 Penalty: 56602.964844
Iteration 11F: 19 clusters Score -3.558702e+07 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8710 members 
Mstep: Class 3 contains 25118 members 
Mstep: Class 4 contains 9571 members 
Mstep: Class 5 contains 28578 members 
Mstep: Class 6 contains 45502 members 
Mstep: Class 7 contains 8411 members 
Mstep: Class 8 contains 4889 members 
Mstep: Class 9 contains 66931 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 14587 members 
Mstep: Class 12 contains 15808 members 
Mstep: Class 13 contains 19579 members 
Mstep: Class 14 contains 12696 members 
Mstep: Class 15 contains 8651 members 
Mstep: Class 16 contains 7478 members 
Mstep: Class 17 contains 28494 members 
Mstep: Class 18 contains 6618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35600692.000000 Penalty: 56602.964844
Iteration 12Q: 19 clusters Score -3.560069e+07 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 8924 members 
Mstep: Class 3 contains 26029 members 
Mstep: Class 4 contains 9989 members 
Mstep: Class 5 contains 27978 members 
Mstep: Class 6 contains 43219 members 
Mstep: Class 7 contains 7909 members 
Mstep: Class 8 contains 4960 members 
Mstep: Class 9 contains 65377 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 15307 members 
Mstep: Class 12 contains 15811 members 
Mstep: Class 13 contains 19487 members 
Mstep: Class 14 contains 13331 members 
Mstep: Class 15 contains 8772 members 
Mstep: Class 16 contains 7443 members 
Mstep: Class 17 contains 30341 members 
Mstep: Class 18 contains 6873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35608732.000000 Penalty: 56602.964844
Iteration 13Q: 19 clusters Score -3.560873e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9123 members 
Mstep: Class 3 contains 26697 members 
Mstep: Class 4 contains 10375 members 
Mstep: Class 5 contains 27394 members 
Mstep: Class 6 contains 41540 members 
Mstep: Class 7 contains 7500 members 
Mstep: Class 8 contains 5003 members 
Mstep: Class 9 contains 63952 members 
Mstep: Class 10 contains 4405 members 
Mstep: Class 11 contains 15982 members 
Mstep: Class 12 contains 15804 members 
Mstep: Class 13 contains 19369 members 
Mstep: Class 14 contains 13925 members 
Mstep: Class 15 contains 8853 members 
Mstep: Class 16 contains 7348 members 
Mstep: Class 17 contains 31963 members 
Mstep: Class 18 contains 7056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35614120.000000 Penalty: 56602.964844
Iteration 14Q: 19 clusters Score -3.561412e+07 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 9240 members 
Mstep: Class 3 contains 27143 members 
Mstep: Class 4 contains 10681 members 
Mstep: Class 5 contains 26784 members 
Mstep: Class 6 contains 40253 members 
Mstep: Class 7 contains 7230 members 
Mstep: Class 8 contains 5023 members 
Mstep: Class 9 contains 62763 members 
Mstep: Class 10 contains 4372 members 
Mstep: Class 11 contains 16567 members 
Mstep: Class 12 contains 15799 members 
Mstep: Class 13 contains 19208 members 
Mstep: Class 14 contains 14460 members 
Mstep: Class 15 contains 8875 members 
Mstep: Class 16 contains 7290 members 
Mstep: Class 17 contains 33391 members 
Mstep: Class 18 contains 7262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35618436.000000 Penalty: 56602.964844
Iteration 15Q: 19 clusters Score -3.561844e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9357 members 
Mstep: Class 3 contains 27443 members 
Mstep: Class 4 contains 10877 members 
Mstep: Class 5 contains 26161 members 
Mstep: Class 6 contains 39312 members 
Mstep: Class 7 contains 7075 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 61670 members 
Mstep: Class 10 contains 4333 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 15779 members 
Mstep: Class 13 contains 19102 members 
Mstep: Class 14 contains 14900 members 
Mstep: Class 15 contains 8907 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 34586 members 
Mstep: Class 18 contains 7484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35621424.000000 Penalty: 56602.964844
Iteration 16Q: 19 clusters Score -3.562142e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9457 members 
Mstep: Class 3 contains 27682 members 
Mstep: Class 4 contains 11027 members 
Mstep: Class 5 contains 25515 members 
Mstep: Class 6 contains 38513 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 60693 members 
Mstep: Class 10 contains 4309 members 
Mstep: Class 11 contains 17478 members 
Mstep: Class 12 contains 15770 members 
Mstep: Class 13 contains 18981 members 
Mstep: Class 14 contains 15304 members 
Mstep: Class 15 contains 8921 members 
Mstep: Class 16 contains 7297 members 
Mstep: Class 17 contains 35603 members 
Mstep: Class 18 contains 7788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35624012.000000 Penalty: 56602.964844
Iteration 17Q: 19 clusters Score -3.562401e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 9525 members 
Mstep: Class 3 contains 27867 members 
Mstep: Class 4 contains 11085 members 
Mstep: Class 5 contains 24808 members 
Mstep: Class 6 contains 37824 members 
Mstep: Class 7 contains 7040 members 
Mstep: Class 8 contains 5092 members 
Mstep: Class 9 contains 59843 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 17845 members 
Mstep: Class 12 contains 15760 members 
Mstep: Class 13 contains 18889 members 
Mstep: Class 14 contains 15649 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 7323 members 
Mstep: Class 17 contains 36495 members 
Mstep: Class 18 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35626488.000000 Penalty: 56602.964844
Iteration 18Q: 19 clusters Score -3.562649e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 3 contains 28039 members 
Mstep: Class 4 contains 11097 members 
Mstep: Class 5 contains 24035 members 
Mstep: Class 6 contains 37307 members 
Mstep: Class 7 contains 7028 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 59062 members 
Mstep: Class 10 contains 4265 members 
Mstep: Class 11 contains 18169 members 
Mstep: Class 12 contains 15740 members 
Mstep: Class 13 contains 18917 members 
Mstep: Class 14 contains 15905 members 
Mstep: Class 15 contains 8931 members 
Mstep: Class 16 contains 7343 members 
Mstep: Class 17 contains 37298 members 
Mstep: Class 18 contains 8625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35628280.000000 Penalty: 56602.964844
Iteration 19Q: 19 clusters Score -3.562828e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9647 members 
Mstep: Class 3 contains 28171 members 
Mstep: Class 4 contains 11061 members 
Mstep: Class 5 contains 23245 members 
Mstep: Class 6 contains 36936 members 
Mstep: Class 7 contains 7075 members 
Mstep: Class 8 contains 5190 members 
Mstep: Class 9 contains 58329 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 15735 members 
Mstep: Class 13 contains 18929 members 
Mstep: Class 14 contains 16129 members 
Mstep: Class 15 contains 8875 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 38029 members 
Mstep: Class 18 contains 9076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35629756.000000 Penalty: 56602.964844
Iteration 20F: 19 clusters Score -3.562976e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 28246 members 
Mstep: Class 4 contains 11003 members 
Mstep: Class 5 contains 22456 members 
Mstep: Class 6 contains 36675 members 
Mstep: Class 7 contains 7175 members 
Mstep: Class 8 contains 5238 members 
Mstep: Class 9 contains 57611 members 
Mstep: Class 10 contains 4229 members 
Mstep: Class 11 contains 18746 members 
Mstep: Class 12 contains 15734 members 
Mstep: Class 13 contains 18977 members 
Mstep: Class 14 contains 16335 members 
Mstep: Class 15 contains 8822 members 
Mstep: Class 16 contains 7429 members 
Mstep: Class 17 contains 38613 members 
Mstep: Class 18 contains 9564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35631500.000000 Penalty: 56602.964844
Iteration 21Q: 19 clusters Score -3.56315e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 28302 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 36484 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 5297 members 
Mstep: Class 9 contains 56929 members 
Mstep: Class 10 contains 4230 members 
Mstep: Class 11 contains 18964 members 
Mstep: Class 12 contains 15727 members 
Mstep: Class 13 contains 19043 members 
Mstep: Class 14 contains 16494 members 
Mstep: Class 15 contains 8797 members 
Mstep: Class 16 contains 7469 members 
Mstep: Class 17 contains 39099 members 
Mstep: Class 18 contains 10040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35632820.000000 Penalty: 56602.964844
Iteration 22Q: 19 clusters Score -3.563282e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9736 members 
Mstep: Class 3 contains 28331 members 
Mstep: Class 4 contains 10918 members 
Mstep: Class 5 contains 20883 members 
Mstep: Class 6 contains 36351 members 
Mstep: Class 7 contains 7483 members 
Mstep: Class 8 contains 5344 members 
Mstep: Class 9 contains 56295 members 
Mstep: Class 10 contains 4225 members 
Mstep: Class 11 contains 19194 members 
Mstep: Class 12 contains 15720 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 16659 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 16 contains 7516 members 
Mstep: Class 17 contains 39479 members 
Mstep: Class 18 contains 10567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35633972.000000 Penalty: 56602.964844
Iteration 23Q: 19 clusters Score -3.563397e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9775 members 
Mstep: Class 3 contains 28326 members 
Mstep: Class 4 contains 10895 members 
Mstep: Class 5 contains 20019 members 
Mstep: Class 6 contains 36233 members 
Mstep: Class 7 contains 7639 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 55712 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 19420 members 
Mstep: Class 12 contains 15716 members 
Mstep: Class 13 contains 19220 members 
Mstep: Class 14 contains 16841 members 
Mstep: Class 15 contains 8722 members 
Mstep: Class 16 contains 7571 members 
Mstep: Class 17 contains 39728 members 
Mstep: Class 18 contains 11162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35635396.000000 Penalty: 56602.964844
Iteration 24Q: 19 clusters Score -3.56354e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 28299 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 19114 members 
Mstep: Class 6 contains 36143 members 
Mstep: Class 7 contains 7771 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 55172 members 
Mstep: Class 10 contains 4228 members 
Mstep: Class 11 contains 19667 members 
Mstep: Class 12 contains 15714 members 
Mstep: Class 13 contains 19265 members 
Mstep: Class 14 contains 17021 members 
Mstep: Class 15 contains 8728 members 
Mstep: Class 16 contains 7624 members 
Mstep: Class 17 contains 39905 members 
Mstep: Class 18 contains 11807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35637244.000000 Penalty: 56602.964844
Iteration 25Q: 19 clusters Score -3.563724e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9853 members 
Mstep: Class 3 contains 28193 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 18269 members 
Mstep: Class 6 contains 36082 members 
Mstep: Class 7 contains 7835 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 54699 members 
Mstep: Class 10 contains 4231 members 
Mstep: Class 11 contains 19958 members 
Mstep: Class 12 contains 15711 members 
Mstep: Class 13 contains 19350 members 
Mstep: Class 14 contains 17216 members 
Mstep: Class 15 contains 8764 members 
Mstep: Class 16 contains 7695 members 
Mstep: Class 17 contains 40006 members 
Mstep: Class 18 contains 12382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35639092.000000 Penalty: 56602.964844
Iteration 26Q: 19 clusters Score -3.563909e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9900 members 
Mstep: Class 3 contains 28095 members 
Mstep: Class 4 contains 10920 members 
Mstep: Class 5 contains 17365 members 
Mstep: Class 6 contains 36035 members 
Mstep: Class 7 contains 7911 members 
Mstep: Class 8 contains 5471 members 
Mstep: Class 9 contains 54201 members 
Mstep: Class 10 contains 4233 members 
Mstep: Class 11 contains 20264 members 
Mstep: Class 12 contains 15708 members 
Mstep: Class 13 contains 19432 members 
Mstep: Class 14 contains 17389 members 
Mstep: Class 15 contains 8793 members 
Mstep: Class 16 contains 7800 members 
Mstep: Class 17 contains 40081 members 
Mstep: Class 18 contains 13007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35641792.000000 Penalty: 56602.964844
Iteration 27Q: 19 clusters Score -3.564179e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 3 contains 27978 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 16489 members 
Mstep: Class 6 contains 35994 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 53761 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 20546 members 
Mstep: Class 12 contains 15702 members 
Mstep: Class 13 contains 19530 members 
Mstep: Class 14 contains 17568 members 
Mstep: Class 15 contains 8850 members 
Mstep: Class 16 contains 7888 members 
Mstep: Class 17 contains 40085 members 
Mstep: Class 18 contains 13663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35644704.000000 Penalty: 56602.964844
Iteration 28Q: 19 clusters Score -3.56447e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 10025 members 
Mstep: Class 3 contains 27832 members 
Mstep: Class 4 contains 10940 members 
Mstep: Class 5 contains 15917 members 
Mstep: Class 6 contains 35963 members 
Mstep: Class 7 contains 7934 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 53424 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 20749 members 
Mstep: Class 12 contains 15693 members 
Mstep: Class 13 contains 19641 members 
Mstep: Class 14 contains 17743 members 
Mstep: Class 15 contains 8910 members 
Mstep: Class 16 contains 8001 members 
Mstep: Class 17 contains 40001 members 
Mstep: Class 18 contains 14096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35647196.000000 Penalty: 56602.964844
Iteration 29Q: 19 clusters Score -3.56472e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10118 members 
Mstep: Class 3 contains 27698 members 
Mstep: Class 4 contains 10946 members 
Mstep: Class 5 contains 15604 members 
Mstep: Class 6 contains 35964 members 
Mstep: Class 7 contains 7916 members 
Mstep: Class 8 contains 5479 members 
Mstep: Class 9 contains 53117 members 
Mstep: Class 10 contains 4239 members 
Mstep: Class 11 contains 20893 members 
Mstep: Class 12 contains 15685 members 
Mstep: Class 13 contains 19733 members 
Mstep: Class 14 contains 17907 members 
Mstep: Class 15 contains 8951 members 
Mstep: Class 16 contains 8123 members 
Mstep: Class 17 contains 39928 members 
Mstep: Class 18 contains 14296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648288.000000 Penalty: 56602.964844
Iteration 30Q: 19 clusters Score -3.564829e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 10218 members 
Mstep: Class 3 contains 27566 members 
Mstep: Class 4 contains 10917 members 
Mstep: Class 5 contains 15276 members 
Mstep: Class 6 contains 35972 members 
Mstep: Class 7 contains 7954 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 52833 members 
Mstep: Class 10 contains 4243 members 
Mstep: Class 11 contains 20994 members 
Mstep: Class 12 contains 15678 members 
Mstep: Class 13 contains 19854 members 
Mstep: Class 14 contains 18046 members 
Mstep: Class 15 contains 8983 members 
Mstep: Class 16 contains 8221 members 
Mstep: Class 17 contains 39874 members 
Mstep: Class 18 contains 14504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35649288.000000 Penalty: 56602.964844
Iteration 31Q: 19 clusters Score -3.564929e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 10304 members 
Mstep: Class 3 contains 27414 members 
Mstep: Class 4 contains 10880 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 35987 members 
Mstep: Class 7 contains 7964 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 52577 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 21086 members 
Mstep: Class 12 contains 15676 members 
Mstep: Class 13 contains 19990 members 
Mstep: Class 14 contains 18195 members 
Mstep: Class 15 contains 9018 members 
Mstep: Class 16 contains 8309 members 
Mstep: Class 17 contains 39823 members 
Mstep: Class 18 contains 14807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35650576.000000 Penalty: 56602.964844
Iteration 32Q: 19 clusters Score -3.565058e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10402 members 
Mstep: Class 3 contains 27265 members 
Mstep: Class 4 contains 10847 members 
Mstep: Class 5 contains 14316 members 
Mstep: Class 6 contains 36002 members 
Mstep: Class 7 contains 7956 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 52379 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 21149 members 
Mstep: Class 12 contains 15677 members 
Mstep: Class 13 contains 20108 members 
Mstep: Class 14 contains 18370 members 
Mstep: Class 15 contains 9039 members 
Mstep: Class 16 contains 8379 members 
Mstep: Class 17 contains 39713 members 
Mstep: Class 18 contains 15289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35652488.000000 Penalty: 56602.964844
Iteration 33Q: 19 clusters Score -3.565249e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 10502 members 
Mstep: Class 3 contains 27113 members 
Mstep: Class 4 contains 10833 members 
Mstep: Class 5 contains 13616 members 
Mstep: Class 6 contains 36030 members 
Mstep: Class 7 contains 7929 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 52198 members 
Mstep: Class 10 contains 4253 members 
Mstep: Class 11 contains 21247 members 
Mstep: Class 12 contains 15667 members 
Mstep: Class 13 contains 20204 members 
Mstep: Class 14 contains 18503 members 
Mstep: Class 15 contains 9101 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 39551 members 
Mstep: Class 18 contains 15960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35656680.000000 Penalty: 56602.964844
Iteration 34Q: 19 clusters Score -3.565668e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 10599 members 
Mstep: Class 3 contains 26960 members 
Mstep: Class 4 contains 10806 members 
Mstep: Class 5 contains 13545 members 
Mstep: Class 6 contains 36050 members 
Mstep: Class 7 contains 7854 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 52015 members 
Mstep: Class 10 contains 4260 members 
Mstep: Class 11 contains 21373 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 20288 members 
Mstep: Class 14 contains 18621 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 8480 members 
Mstep: Class 17 contains 39226 members 
Mstep: Class 18 contains 16244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35659800.000000 Penalty: 56602.964844
Iteration 35Q: 19 clusters Score -3.56598e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 26831 members 
Mstep: Class 4 contains 10779 members 
Mstep: Class 5 contains 13982 members 
Mstep: Class 6 contains 36066 members 
Mstep: Class 7 contains 7757 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 51849 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 21410 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 20380 members 
Mstep: Class 14 contains 18744 members 
Mstep: Class 15 contains 9217 members 
Mstep: Class 16 contains 8486 members 
Mstep: Class 17 contains 38920 members 
Mstep: Class 18 contains 16100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35660660.000000 Penalty: 56602.964844
Iteration 36Q: 19 clusters Score -3.566066e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10856 members 
Mstep: Class 3 contains 26719 members 
Mstep: Class 4 contains 10759 members 
Mstep: Class 5 contains 14335 members 
Mstep: Class 6 contains 36079 members 
Mstep: Class 7 contains 7670 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 51720 members 
Mstep: Class 10 contains 4278 members 
Mstep: Class 11 contains 21318 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 20457 members 
Mstep: Class 14 contains 18824 members 
Mstep: Class 15 contains 9251 members 
Mstep: Class 16 contains 8477 members 
Mstep: Class 17 contains 38749 members 
Mstep: Class 18 contains 15986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35661056.000000 Penalty: 56602.964844
Iteration 37Q: 19 clusters Score -3.566106e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 10994 members 
Mstep: Class 3 contains 26613 members 
Mstep: Class 4 contains 10737 members 
Mstep: Class 5 contains 14607 members 
Mstep: Class 6 contains 36093 members 
Mstep: Class 7 contains 7591 members 
Mstep: Class 8 contains 5485 members 
Mstep: Class 9 contains 51608 members 
Mstep: Class 10 contains 4295 members 
Mstep: Class 11 contains 21210 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 20526 members 
Mstep: Class 14 contains 18891 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 8490 members 
Mstep: Class 17 contains 38625 members 
Mstep: Class 18 contains 15901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35661440.000000 Penalty: 56602.964844
Iteration 38Q: 19 clusters Score -3.566144e+07 nChanged 1437
Entering ConstructFrom: 
Score: -35661440.000000 Penalty: 56602.964844
Entering ConstructFrom: 
Trying to split cluster 1 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -492428.906250 Penalty: 2093.143799
	Iteration 0F: 2 clusters Score -492428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -488219.937500 Penalty: 4186.287598
	Iteration 0F: 3 clusters Score -488219.9 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -489637.687500 Penalty: 4186.287598
	Iteration 1F: 3 clusters Score -489637.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -490768.562500 Penalty: 4186.287598
	Iteration 2F: 3 clusters Score -490768.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -492541.281250 Penalty: 4186.287598
	Iteration 3F: 3 clusters Score -492541.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -494220.781250 Penalty: 4186.287598
	Iteration 4F: 3 clusters Score -494220.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -495240.875000 Penalty: 4186.287598
	Iteration 5F: 3 clusters Score -495240.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -495525.656250 Penalty: 4186.287598
	Iteration 6Q: 3 clusters Score -495525.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -495572.625000 Penalty: 4186.287598
	Iteration 7Q: 3 clusters Score -495572.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -495587.437500 Penalty: 4186.287598
	Iteration 8Q: 3 clusters Score -495587.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -495595.812500 Penalty: 4186.287598
	Iteration 9Q: 3 clusters Score -495595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -495599.031250 Penalty: 4186.287598
	Iteration 10Q: 3 clusters Score -495599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -495601.281250 Penalty: 4186.287598
	Iteration 11Q: 3 clusters Score -495601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -495601.687500 Penalty: 4186.287598
	Iteration 12Q: 3 clusters Score -495601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -495601.687500 Penalty: 4186.287598
	Iteration 13F: 3 clusters Score -495601.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 26523 members 
Mstep: Class 4 contains 10700 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 51528 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 21074 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 20581 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 15848 members 
Mstep: Class 19 contains 2095 members 
Entering Unmasked Estep 
Score: -35663616.000000 Penalty: 59747.574219
Splitting cluster 1 changes total score from -35661440.000000 to -35663616.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 2 (11133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Entering Unmasked Estep 
Score: -1040739.875000 Penalty: 2310.781982
	Iteration 0F: 2 clusters Score -1040740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1032420.875000 Penalty: 4621.563965
	Iteration 0F: 3 clusters Score -1032421 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1035207.125000 Penalty: 4621.563965
	Iteration 1F: 3 clusters Score -1035207 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1035810.937500 Penalty: 4621.563965
	Iteration 2F: 3 clusters Score -1035811 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1036321.937500 Penalty: 4621.563965
	Iteration 3F: 3 clusters Score -1036322 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1036791.875000 Penalty: 4621.563965
	Iteration 4F: 3 clusters Score -1036792 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1037225.625000 Penalty: 4621.563965
	Iteration 5F: 3 clusters Score -1037226 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1037569.750000 Penalty: 4621.563965
	Iteration 6Q: 3 clusters Score -1037570 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1037801.687500 Penalty: 4621.563965
	Iteration 7Q: 3 clusters Score -1037802 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1037963.625000 Penalty: 4621.563965
	Iteration 8Q: 3 clusters Score -1037964 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1038098.437500 Penalty: 4621.563965
	Iteration 9Q: 3 clusters Score -1038098 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1038212.062500 Penalty: 4621.563965
	Iteration 10Q: 3 clusters Score -1038212 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1038324.750000 Penalty: 4621.563965
	Iteration 11Q: 3 clusters Score -1038325 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1038426.750000 Penalty: 4621.563965
	Iteration 12Q: 3 clusters Score -1038427 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1038523.500000 Penalty: 4621.563965
	Iteration 13Q: 3 clusters Score -1038524 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1038622.187500 Penalty: 4621.563965
	Iteration 14Q: 3 clusters Score -1038622 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1038727.812500 Penalty: 4621.563965
	Iteration 15Q: 3 clusters Score -1038728 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1038828.125000 Penalty: 4621.563965
	Iteration 16Q: 3 clusters Score -1038828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1038918.437500 Penalty: 4621.563965
	Iteration 17Q: 3 clusters Score -1038918 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1038979.625000 Penalty: 4621.563965
	Iteration 18Q: 3 clusters Score -1038980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1039012.437500 Penalty: 4621.563965
	Iteration 19Q: 3 clusters Score -1039012 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1039039.500000 Penalty: 4621.563965
	Iteration 20F: 3 clusters Score -1039040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1039058.937500 Penalty: 4621.563965
	Iteration 21Q: 3 clusters Score -1039059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1039072.875000 Penalty: 4621.563965
	Iteration 22Q: 3 clusters Score -1039073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1039084.812500 Penalty: 4621.563965
	Iteration 23Q: 3 clusters Score -1039085 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1039093.062500 Penalty: 4621.563965
	Iteration 24Q: 3 clusters Score -1039093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1039101.000000 Penalty: 4621.563965
	Iteration 25Q: 3 clusters Score -1039101 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1039110.312500 Penalty: 4621.563965
	Iteration 26Q: 3 clusters Score -1039110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1039119.875000 Penalty: 4621.563965
	Iteration 27Q: 3 clusters Score -1039120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1039124.187500 Penalty: 4621.563965
	Iteration 28Q: 3 clusters Score -1039124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1039127.625000 Penalty: 4621.563965
	Iteration 29Q: 3 clusters Score -1039128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1039131.312500 Penalty: 4621.563965
	Iteration 30Q: 3 clusters Score -1039131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1039134.937500 Penalty: 4621.563965
	Iteration 31Q: 3 clusters Score -1039135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1039137.312500 Penalty: 4621.563965
	Iteration 32Q: 3 clusters Score -1039137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1039139.437500 Penalty: 4621.563965
	Iteration 33Q: 3 clusters Score -1039139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1039139.375000 Penalty: 4621.563965
	Iteration 34Q: 3 clusters Score -1039139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1039139.687500 Penalty: 4621.563965
	Iteration 35Q: 3 clusters Score -1039140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1039138.937500 Penalty: 4621.563965
	Iteration 36Q: 3 clusters Score -1039139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1039140.812500 Penalty: 4621.563965
	Iteration 37Q: 3 clusters Score -1039141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1039140.750000 Penalty: 4621.563965
	Iteration 38Q: 3 clusters Score -1039141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1039143.125000 Penalty: 4621.563965
	Iteration 39Q: 3 clusters Score -1039143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1039142.250000 Penalty: 4621.563965
	Iteration 40F: 3 clusters Score -1039142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1039141.750000 Penalty: 4621.563965
	Iteration 41Q: 3 clusters Score -1039142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1039145.625000 Penalty: 4621.563965
	Iteration 42Q: 3 clusters Score -1039146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1039144.437500 Penalty: 4621.563965
	Iteration 43Q: 3 clusters Score -1039144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1039142.562500 Penalty: 4621.563965
	Iteration 44Q: 3 clusters Score -1039143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1039143.625000 Penalty: 4621.563965
	Iteration 45Q: 3 clusters Score -1039144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1039142.000000 Penalty: 4621.563965
	Iteration 46Q: 3 clusters Score -1039142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1039143.437500 Penalty: 4621.563965
	Iteration 47Q: 3 clusters Score -1039143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1039145.812500 Penalty: 4621.563965
	Iteration 48Q: 3 clusters Score -1039146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1039146.062500 Penalty: 4621.563965
	Iteration 49Q: 3 clusters Score -1039146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1039146.062500 Penalty: 4621.563965
	Iteration 50Q: 3 clusters Score -1039146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1039146.875000 Penalty: 4621.563965
	Iteration 51Q: 3 clusters Score -1039147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1039148.312500 Penalty: 4621.563965
	Iteration 52Q: 3 clusters Score -1039148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1039148.625000 Penalty: 4621.563965
	Iteration 53Q: 3 clusters Score -1039149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1039148.312500 Penalty: 4621.563965
	Iteration 54Q: 3 clusters Score -1039148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1039148.125000 Penalty: 4621.563965
	Iteration 55Q: 3 clusters Score -1039148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1039147.812500 Penalty: 4621.563965
	Iteration 56Q: 3 clusters Score -1039148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1039147.812500 Penalty: 4621.563965
	Iteration 57F: 3 clusters Score -1039148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Entering Unmasked Estep 
Score: -3150442.500000 Penalty: 2526.070312
	Iteration 0F: 2 clusters Score -3150442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3132015.250000 Penalty: 5052.140625
	Iteration 0F: 3 clusters Score -3132015 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3139146.000000 Penalty: 5052.140625
	Iteration 1F: 3 clusters Score -3139146 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3140701.750000 Penalty: 5052.140625
	Iteration 2F: 3 clusters Score -3140702 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3142990.750000 Penalty: 5052.140625
	Iteration 3F: 3 clusters Score -3142991 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3145229.750000 Penalty: 5052.140625
	Iteration 4F: 3 clusters Score -3145230 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3146842.250000 Penalty: 5052.140625
	Iteration 5F: 3 clusters Score -3146842 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3147889.000000 Penalty: 5052.140625
	Iteration 6F: 3 clusters Score -3147889 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3148611.000000 Penalty: 5052.140625
	Iteration 7Q: 3 clusters Score -3148611 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3149174.250000 Penalty: 5052.140625
	Iteration 8Q: 3 clusters Score -3149174 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3149797.250000 Penalty: 5052.140625
	Iteration 9Q: 3 clusters Score -3149797 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3150543.750000 Penalty: 5052.140625
	Iteration 10Q: 3 clusters Score -3150544 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3151280.250000 Penalty: 5052.140625
	Iteration 11Q: 3 clusters Score -3151280 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3151917.500000 Penalty: 5052.140625
	Iteration 12Q: 3 clusters Score -3151918 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3152301.500000 Penalty: 5052.140625
	Iteration 13Q: 3 clusters Score -3152302 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3152557.000000 Penalty: 5052.140625
	Iteration 14Q: 3 clusters Score -3152557 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3152724.000000 Penalty: 5052.140625
	Iteration 15Q: 3 clusters Score -3152724 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3152835.250000 Penalty: 5052.140625
	Iteration 16Q: 3 clusters Score -3152835 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3152909.500000 Penalty: 5052.140625
	Iteration 17Q: 3 clusters Score -3152910 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3152982.000000 Penalty: 5052.140625
	Iteration 18Q: 3 clusters Score -3152982 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3153020.000000 Penalty: 5052.140625
	Iteration 19Q: 3 clusters Score -3153020 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3153052.000000 Penalty: 5052.140625
	Iteration 20F: 3 clusters Score -3153052 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3153085.750000 Penalty: 5052.140625
	Iteration 21Q: 3 clusters Score -3153086 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3153116.750000 Penalty: 5052.140625
	Iteration 22Q: 3 clusters Score -3153117 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3153137.000000 Penalty: 5052.140625
	Iteration 23Q: 3 clusters Score -3153137 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3153155.250000 Penalty: 5052.140625
	Iteration 24Q: 3 clusters Score -3153155 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3153171.000000 Penalty: 5052.140625
	Iteration 25Q: 3 clusters Score -3153171 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3153193.250000 Penalty: 5052.140625
	Iteration 26Q: 3 clusters Score -3153193 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3153217.500000 Penalty: 5052.140625
	Iteration 27Q: 3 clusters Score -3153218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3153231.250000 Penalty: 5052.140625
	Iteration 28Q: 3 clusters Score -3153231 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3153262.000000 Penalty: 5052.140625
	Iteration 29Q: 3 clusters Score -3153262 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3153269.750000 Penalty: 5052.140625
	Iteration 30Q: 3 clusters Score -3153270 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3153283.000000 Penalty: 5052.140625
	Iteration 31Q: 3 clusters Score -3153283 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3153308.000000 Penalty: 5052.140625
	Iteration 32Q: 3 clusters Score -3153308 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3153314.000000 Penalty: 5052.140625
	Iteration 33Q: 3 clusters Score -3153314 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3153313.500000 Penalty: 5052.140625
	Iteration 34Q: 3 clusters Score -3153314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3153326.500000 Penalty: 5052.140625
	Iteration 35Q: 3 clusters Score -3153326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3153333.250000 Penalty: 5052.140625
	Iteration 36Q: 3 clusters Score -3153333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3153340.250000 Penalty: 5052.140625
	Iteration 37Q: 3 clusters Score -3153340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3153332.250000 Penalty: 5052.140625
	Iteration 38Q: 3 clusters Score -3153332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3153337.000000 Penalty: 5052.140625
	Iteration 39Q: 3 clusters Score -3153337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3153344.750000 Penalty: 5052.140625
	Iteration 40F: 3 clusters Score -3153345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3153342.250000 Penalty: 5052.140625
	Iteration 41Q: 3 clusters Score -3153342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3153354.750000 Penalty: 5052.140625
	Iteration 42Q: 3 clusters Score -3153355 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3153348.250000 Penalty: 5052.140625
	Iteration 43Q: 3 clusters Score -3153348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3153353.500000 Penalty: 5052.140625
	Iteration 44Q: 3 clusters Score -3153354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3153356.250000 Penalty: 5052.140625
	Iteration 45Q: 3 clusters Score -3153356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3153356.000000 Penalty: 5052.140625
	Iteration 46Q: 3 clusters Score -3153356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3153353.500000 Penalty: 5052.140625
	Iteration 47Q: 3 clusters Score -3153354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3153368.250000 Penalty: 5052.140625
	Iteration 48Q: 3 clusters Score -3153368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3153369.750000 Penalty: 5052.140625
	Iteration 49Q: 3 clusters Score -3153370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3153379.500000 Penalty: 5052.140625
	Iteration 50Q: 3 clusters Score -3153380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3153376.250000 Penalty: 5052.140625
	Iteration 51Q: 3 clusters Score -3153376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3153379.750000 Penalty: 5052.140625
	Iteration 52Q: 3 clusters Score -3153380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3153379.750000 Penalty: 5052.140625
	Iteration 53Q: 3 clusters Score -3153380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3153379.000000 Penalty: 5052.140625
	Iteration 54Q: 3 clusters Score -3153379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3153385.500000 Penalty: 5052.140625
	Iteration 55Q: 3 clusters Score -3153386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3153383.500000 Penalty: 5052.140625
	Iteration 56Q: 3 clusters Score -3153384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3153391.750000 Penalty: 5052.140625
	Iteration 57Q: 3 clusters Score -3153392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3153400.500000 Penalty: 5052.140625
	Iteration 58Q: 3 clusters Score -3153400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3153402.000000 Penalty: 5052.140625
	Iteration 59Q: 3 clusters Score -3153402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3153401.250000 Penalty: 5052.140625
	Iteration 60F: 3 clusters Score -3153401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3153402.000000 Penalty: 5052.140625
	Iteration 61Q: 3 clusters Score -3153402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -3153404.250000 Penalty: 5052.140625
	Iteration 62Q: 3 clusters Score -3153404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3153404.500000 Penalty: 5052.140625
	Iteration 63Q: 3 clusters Score -3153404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3153403.750000 Penalty: 5052.140625
	Iteration 64Q: 3 clusters Score -3153404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3153400.250000 Penalty: 5052.140625
	Iteration 65Q: 3 clusters Score -3153400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3153401.000000 Penalty: 5052.140625
	Iteration 66Q: 3 clusters Score -3153401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3153399.750000 Penalty: 5052.140625
	Iteration 67Q: 3 clusters Score -3153400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3153402.500000 Penalty: 5052.140625
	Iteration 68Q: 3 clusters Score -3153402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3153403.000000 Penalty: 5052.140625
	Iteration 69Q: 3 clusters Score -3153403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3153403.750000 Penalty: 5052.140625
	Iteration 70Q: 3 clusters Score -3153404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3153401.750000 Penalty: 5052.140625
	Iteration 71Q: 3 clusters Score -3153402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3153404.250000 Penalty: 5052.140625
	Iteration 72Q: 3 clusters Score -3153404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3153406.250000 Penalty: 5052.140625
	Iteration 73Q: 3 clusters Score -3153406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3153404.500000 Penalty: 5052.140625
	Iteration 74Q: 3 clusters Score -3153404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3153403.750000 Penalty: 5052.140625
	Iteration 75Q: 3 clusters Score -3153404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3153407.500000 Penalty: 5052.140625
	Iteration 76Q: 3 clusters Score -3153408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3153407.750000 Penalty: 5052.140625
	Iteration 77Q: 3 clusters Score -3153408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3153411.250000 Penalty: 5052.140625
	Iteration 78Q: 3 clusters Score -3153411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3153408.750000 Penalty: 5052.140625
	Iteration 79Q: 3 clusters Score -3153409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3153408.750000 Penalty: 5052.140625
	Iteration 80F: 3 clusters Score -3153409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3153408.750000 Penalty: 5052.140625
	Iteration 81Q: 3 clusters Score -3153409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3153408.750000 Penalty: 5052.140625
	Iteration 82F: 3 clusters Score -3153409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 10700 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 51528 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 21074 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 20581 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 15848 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 20 contains 15488 members 
Entering Unmasked Estep 
Score: -35665936.000000 Penalty: 62892.183594
Splitting cluster 3 changes total score from -35661440.000000 to -35665936.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (10700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Entering Unmasked Estep 
Score: -1243304.500000 Penalty: 2300.943848
	Iteration 0F: 2 clusters Score -1243304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1235181.000000 Penalty: 4601.887695
	Iteration 0F: 3 clusters Score -1235181 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1237591.750000 Penalty: 4601.887695
	Iteration 1F: 3 clusters Score -1237592 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1238036.750000 Penalty: 4601.887695
	Iteration 2F: 3 clusters Score -1238037 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1238713.000000 Penalty: 4601.887695
	Iteration 3F: 3 clusters Score -1238713 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1239805.000000 Penalty: 4601.887695
	Iteration 4F: 3 clusters Score -1239805 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1240761.250000 Penalty: 4601.887695
	Iteration 5F: 3 clusters Score -1240761 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1241493.750000 Penalty: 4601.887695
	Iteration 6F: 3 clusters Score -1241494 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1242011.750000 Penalty: 4601.887695
	Iteration 7F: 3 clusters Score -1242012 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1242386.000000 Penalty: 4601.887695
	Iteration 8Q: 3 clusters Score -1242386 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1242723.375000 Penalty: 4601.887695
	Iteration 9Q: 3 clusters Score -1242723 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1243023.750000 Penalty: 4601.887695
	Iteration 10Q: 3 clusters Score -1243024 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1243290.000000 Penalty: 4601.887695
	Iteration 11Q: 3 clusters Score -1243290 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1243553.500000 Penalty: 4601.887695
	Iteration 12Q: 3 clusters Score -1243554 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1243793.250000 Penalty: 4601.887695
	Iteration 13Q: 3 clusters Score -1243793 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1243968.750000 Penalty: 4601.887695
	Iteration 14Q: 3 clusters Score -1243969 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1244058.750000 Penalty: 4601.887695
	Iteration 15Q: 3 clusters Score -1244059 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1244110.875000 Penalty: 4601.887695
	Iteration 16Q: 3 clusters Score -1244111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1244134.750000 Penalty: 4601.887695
	Iteration 17Q: 3 clusters Score -1244135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1244153.875000 Penalty: 4601.887695
	Iteration 18Q: 3 clusters Score -1244154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1244162.750000 Penalty: 4601.887695
	Iteration 19Q: 3 clusters Score -1244163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1244168.750000 Penalty: 4601.887695
	Iteration 20F: 3 clusters Score -1244169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1244173.125000 Penalty: 4601.887695
	Iteration 21Q: 3 clusters Score -1244173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1244177.000000 Penalty: 4601.887695
	Iteration 22Q: 3 clusters Score -1244177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1244177.625000 Penalty: 4601.887695
	Iteration 23Q: 3 clusters Score -1244178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1244181.375000 Penalty: 4601.887695
	Iteration 24Q: 3 clusters Score -1244181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1244184.250000 Penalty: 4601.887695
	Iteration 25Q: 3 clusters Score -1244184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1244186.250000 Penalty: 4601.887695
	Iteration 26Q: 3 clusters Score -1244186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1244188.500000 Penalty: 4601.887695
	Iteration 27Q: 3 clusters Score -1244188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1244195.250000 Penalty: 4601.887695
	Iteration 28Q: 3 clusters Score -1244195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1244195.500000 Penalty: 4601.887695
	Iteration 29Q: 3 clusters Score -1244196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1244200.875000 Penalty: 4601.887695
	Iteration 30Q: 3 clusters Score -1244201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1244202.625000 Penalty: 4601.887695
	Iteration 31Q: 3 clusters Score -1244203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1244202.750000 Penalty: 4601.887695
	Iteration 32Q: 3 clusters Score -1244203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1244205.000000 Penalty: 4601.887695
	Iteration 33Q: 3 clusters Score -1244205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1244203.250000 Penalty: 4601.887695
	Iteration 34Q: 3 clusters Score -1244203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1244205.250000 Penalty: 4601.887695
	Iteration 35Q: 3 clusters Score -1244205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1244205.250000 Penalty: 4601.887695
	Iteration 36F: 3 clusters Score -1244205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 51528 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 21074 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 20581 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 15848 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 20 contains 15488 members 
Mstep: Class 21 contains 7851 members 
Entering Unmasked Estep 
Score: -35666056.000000 Penalty: 66036.789062
Splitting cluster 4 changes total score from -35661440.000000 to -35666056.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (14795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Entering Unmasked Estep 
Score: -1767901.375000 Penalty: 2381.306885
	Iteration 0F: 2 clusters Score -1767901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1757234.875000 Penalty: 4762.613770
	Iteration 0F: 3 clusters Score -1757235 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1760773.875000 Penalty: 4762.613770
	Iteration 1F: 3 clusters Score -1760774 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1761450.000000 Penalty: 4762.613770
	Iteration 2F: 3 clusters Score -1761450 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1762395.250000 Penalty: 4762.613770
	Iteration 3F: 3 clusters Score -1762395 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1763798.875000 Penalty: 4762.613770
	Iteration 4F: 3 clusters Score -1763799 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1765273.250000 Penalty: 4762.613770
	Iteration 5F: 3 clusters Score -1765273 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1766519.125000 Penalty: 4762.613770
	Iteration 6F: 3 clusters Score -1766519 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1767509.000000 Penalty: 4762.613770
	Iteration 7F: 3 clusters Score -1767509 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1768358.625000 Penalty: 4762.613770
	Iteration 8Q: 3 clusters Score -1768359 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1768978.000000 Penalty: 4762.613770
	Iteration 9Q: 3 clusters Score -1768978 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1769211.250000 Penalty: 4762.613770
	Iteration 10Q: 3 clusters Score -1769211 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1769322.000000 Penalty: 4762.613770
	Iteration 11Q: 3 clusters Score -1769322 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1769407.125000 Penalty: 4762.613770
	Iteration 12Q: 3 clusters Score -1769407 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1769484.875000 Penalty: 4762.613770
	Iteration 13Q: 3 clusters Score -1769485 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1769539.000000 Penalty: 4762.613770
	Iteration 14Q: 3 clusters Score -1769539 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1769577.375000 Penalty: 4762.613770
	Iteration 15Q: 3 clusters Score -1769577 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1769600.125000 Penalty: 4762.613770
	Iteration 16Q: 3 clusters Score -1769600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1769625.625000 Penalty: 4762.613770
	Iteration 17Q: 3 clusters Score -1769626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1769641.250000 Penalty: 4762.613770
	Iteration 18Q: 3 clusters Score -1769641 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1769655.625000 Penalty: 4762.613770
	Iteration 19Q: 3 clusters Score -1769656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1769667.750000 Penalty: 4762.613770
	Iteration 20F: 3 clusters Score -1769668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1769693.500000 Penalty: 4762.613770
	Iteration 21Q: 3 clusters Score -1769694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1769705.625000 Penalty: 4762.613770
	Iteration 22Q: 3 clusters Score -1769706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1769721.500000 Penalty: 4762.613770
	Iteration 23Q: 3 clusters Score -1769722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1769740.750000 Penalty: 4762.613770
	Iteration 24Q: 3 clusters Score -1769741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1769736.750000 Penalty: 4762.613770
	Iteration 25Q: 3 clusters Score -1769737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1769743.250000 Penalty: 4762.613770
	Iteration 26Q: 3 clusters Score -1769743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1769748.125000 Penalty: 4762.613770
	Iteration 27Q: 3 clusters Score -1769748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1769752.375000 Penalty: 4762.613770
	Iteration 28Q: 3 clusters Score -1769752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1769756.250000 Penalty: 4762.613770
	Iteration 29Q: 3 clusters Score -1769756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1769759.625000 Penalty: 4762.613770
	Iteration 30Q: 3 clusters Score -1769760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1769754.125000 Penalty: 4762.613770
	Iteration 31Q: 3 clusters Score -1769754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1769757.625000 Penalty: 4762.613770
	Iteration 32Q: 3 clusters Score -1769758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1769759.375000 Penalty: 4762.613770
	Iteration 33Q: 3 clusters Score -1769759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1769763.375000 Penalty: 4762.613770
	Iteration 34Q: 3 clusters Score -1769763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1769767.125000 Penalty: 4762.613770
	Iteration 35Q: 3 clusters Score -1769767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1769768.000000 Penalty: 4762.613770
	Iteration 36Q: 3 clusters Score -1769768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1769768.375000 Penalty: 4762.613770
	Iteration 37Q: 3 clusters Score -1769768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1769771.750000 Penalty: 4762.613770
	Iteration 38Q: 3 clusters Score -1769772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1769773.125000 Penalty: 4762.613770
	Iteration 39Q: 3 clusters Score -1769773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1769769.000000 Penalty: 4762.613770
	Iteration 40F: 3 clusters Score -1769769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1769770.125000 Penalty: 4762.613770
	Iteration 41Q: 3 clusters Score -1769770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1769771.750000 Penalty: 4762.613770
	Iteration 42Q: 3 clusters Score -1769772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1769774.375000 Penalty: 4762.613770
	Iteration 43Q: 3 clusters Score -1769774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1769776.875000 Penalty: 4762.613770
	Iteration 44Q: 3 clusters Score -1769777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1769778.250000 Penalty: 4762.613770
	Iteration 45Q: 3 clusters Score -1769778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1769774.625000 Penalty: 4762.613770
	Iteration 46Q: 3 clusters Score -1769775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1769779.625000 Penalty: 4762.613770
	Iteration 47Q: 3 clusters Score -1769780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1769780.875000 Penalty: 4762.613770
	Iteration 48Q: 3 clusters Score -1769781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1769780.875000 Penalty: 4762.613770
	Iteration 49F: 3 clusters Score -1769781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 51528 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 21074 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 20581 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 15848 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 20 contains 15488 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 8974 members 
Entering Unmasked Estep 
Score: -35667176.000000 Penalty: 69181.398438
Splitting cluster 5 changes total score from -35661440.000000 to -35667176.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (36113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Entering Unmasked Estep 
Score: -4309927.000000 Penalty: 2602.613281
	Iteration 0F: 2 clusters Score -4309927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4285501.500000 Penalty: 5205.226562
	Iteration 0F: 3 clusters Score -4285502 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4294860.000000 Penalty: 5205.226562
	Iteration 1F: 3 clusters Score -4294860 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4295853.500000 Penalty: 5205.226562
	Iteration 2F: 3 clusters Score -4295854 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4297212.500000 Penalty: 5205.226562
	Iteration 3F: 3 clusters Score -4297212 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -4298911.000000 Penalty: 5205.226562
	Iteration 4F: 3 clusters Score -4298911 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -4300915.000000 Penalty: 5205.226562
	Iteration 5F: 3 clusters Score -4300915 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -4303193.000000 Penalty: 5205.226562
	Iteration 6F: 3 clusters Score -4303193 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -4305221.500000 Penalty: 5205.226562
	Iteration 7F: 3 clusters Score -4305222 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -4306623.000000 Penalty: 5205.226562
	Iteration 8F: 3 clusters Score -4306623 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4307335.500000 Penalty: 5205.226562
	Iteration 9Q: 3 clusters Score -4307336 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -4307694.000000 Penalty: 5205.226562
	Iteration 10Q: 3 clusters Score -4307694 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -4307932.500000 Penalty: 5205.226562
	Iteration 11Q: 3 clusters Score -4307932 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4308090.000000 Penalty: 5205.226562
	Iteration 12Q: 3 clusters Score -4308090 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4308222.500000 Penalty: 5205.226562
	Iteration 13Q: 3 clusters Score -4308222 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4308304.000000 Penalty: 5205.226562
	Iteration 14Q: 3 clusters Score -4308304 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4308338.000000 Penalty: 5205.226562
	Iteration 15Q: 3 clusters Score -4308338 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -4308356.500000 Penalty: 5205.226562
	Iteration 16Q: 3 clusters Score -4308356 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -4308357.000000 Penalty: 5205.226562
	Iteration 17Q: 3 clusters Score -4308357 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -4308369.000000 Penalty: 5205.226562
	Iteration 18Q: 3 clusters Score -4308369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4308381.500000 Penalty: 5205.226562
	Iteration 19Q: 3 clusters Score -4308382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4308380.500000 Penalty: 5205.226562
	Iteration 20F: 3 clusters Score -4308380 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4308389.000000 Penalty: 5205.226562
	Iteration 21Q: 3 clusters Score -4308389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4308385.000000 Penalty: 5205.226562
	Iteration 22Q: 3 clusters Score -4308385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -4308391.500000 Penalty: 5205.226562
	Iteration 23Q: 3 clusters Score -4308392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4308385.500000 Penalty: 5205.226562
	Iteration 24Q: 3 clusters Score -4308386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -4308385.000000 Penalty: 5205.226562
	Iteration 25Q: 3 clusters Score -4308385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4308384.500000 Penalty: 5205.226562
	Iteration 26Q: 3 clusters Score -4308384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4308388.000000 Penalty: 5205.226562
	Iteration 27Q: 3 clusters Score -4308388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4308389.000000 Penalty: 5205.226562
	Iteration 28Q: 3 clusters Score -4308389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -4308384.000000 Penalty: 5205.226562
	Iteration 29Q: 3 clusters Score -4308384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4308388.500000 Penalty: 5205.226562
	Iteration 30Q: 3 clusters Score -4308388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4308388.500000 Penalty: 5205.226562
	Iteration 31F: 3 clusters Score -4308388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -884255.875000 Penalty: 2213.545654
	Iteration 0F: 2 clusters Score -884255.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -878192.625000 Penalty: 4427.091309
	Iteration 0F: 3 clusters Score -878192.6 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -880082.562500 Penalty: 4427.091309
	Iteration 1F: 3 clusters Score -880082.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -880733.125000 Penalty: 4427.091309
	Iteration 2F: 3 clusters Score -880733.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -881418.250000 Penalty: 4427.091309
	Iteration 3F: 3 clusters Score -881418.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -882054.812500 Penalty: 4427.091309
	Iteration 4F: 3 clusters Score -882054.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -882518.437500 Penalty: 4427.091309
	Iteration 5F: 3 clusters Score -882518.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -882781.625000 Penalty: 4427.091309
	Iteration 6Q: 3 clusters Score -882781.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -882935.312500 Penalty: 4427.091309
	Iteration 7Q: 3 clusters Score -882935.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -883020.500000 Penalty: 4427.091309
	Iteration 8Q: 3 clusters Score -883020.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -883061.250000 Penalty: 4427.091309
	Iteration 9Q: 3 clusters Score -883061.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -883093.000000 Penalty: 4427.091309
	Iteration 10Q: 3 clusters Score -883093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -883113.437500 Penalty: 4427.091309
	Iteration 11Q: 3 clusters Score -883113.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -883130.000000 Penalty: 4427.091309
	Iteration 12Q: 3 clusters Score -883130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -883144.000000 Penalty: 4427.091309
	Iteration 13Q: 3 clusters Score -883144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -883153.000000 Penalty: 4427.091309
	Iteration 14Q: 3 clusters Score -883153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -883158.375000 Penalty: 4427.091309
	Iteration 15Q: 3 clusters Score -883158.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -883166.562500 Penalty: 4427.091309
	Iteration 16Q: 3 clusters Score -883166.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -883174.937500 Penalty: 4427.091309
	Iteration 17Q: 3 clusters Score -883174.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -883181.062500 Penalty: 4427.091309
	Iteration 18Q: 3 clusters Score -883181.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -883189.250000 Penalty: 4427.091309
	Iteration 19Q: 3 clusters Score -883189.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -883198.375000 Penalty: 4427.091309
	Iteration 20F: 3 clusters Score -883198.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -883205.500000 Penalty: 4427.091309
	Iteration 21Q: 3 clusters Score -883205.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -883209.937500 Penalty: 4427.091309
	Iteration 22Q: 3 clusters Score -883209.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -883215.375000 Penalty: 4427.091309
	Iteration 23Q: 3 clusters Score -883215.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -883219.125000 Penalty: 4427.091309
	Iteration 24Q: 3 clusters Score -883219.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -883221.875000 Penalty: 4427.091309
	Iteration 25Q: 3 clusters Score -883221.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -883222.625000 Penalty: 4427.091309
	Iteration 26Q: 3 clusters Score -883222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -883227.312500 Penalty: 4427.091309
	Iteration 27Q: 3 clusters Score -883227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -883229.062500 Penalty: 4427.091309
	Iteration 28Q: 3 clusters Score -883229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -883226.375000 Penalty: 4427.091309
	Iteration 29Q: 3 clusters Score -883226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -883229.812500 Penalty: 4427.091309
	Iteration 30Q: 3 clusters Score -883229.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -883230.562500 Penalty: 4427.091309
	Iteration 31Q: 3 clusters Score -883230.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -883229.187500 Penalty: 4427.091309
	Iteration 32Q: 3 clusters Score -883229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -883231.375000 Penalty: 4427.091309
	Iteration 33Q: 3 clusters Score -883231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -883231.812500 Penalty: 4427.091309
	Iteration 34Q: 3 clusters Score -883231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -883233.562500 Penalty: 4427.091309
	Iteration 35Q: 3 clusters Score -883233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -883233.625000 Penalty: 4427.091309
	Iteration 36Q: 3 clusters Score -883233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -883233.125000 Penalty: 4427.091309
	Iteration 37Q: 3 clusters Score -883233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -883231.312500 Penalty: 4427.091309
	Iteration 38Q: 3 clusters Score -883231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -883231.250000 Penalty: 4427.091309
	Iteration 39Q: 3 clusters Score -883231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -883232.375000 Penalty: 4427.091309
	Iteration 40F: 3 clusters Score -883232.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -883231.375000 Penalty: 4427.091309
	Iteration 41Q: 3 clusters Score -883231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -883233.437500 Penalty: 4427.091309
	Iteration 42Q: 3 clusters Score -883233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -883233.750000 Penalty: 4427.091309
	Iteration 43Q: 3 clusters Score -883233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -883233.875000 Penalty: 4427.091309
	Iteration 44Q: 3 clusters Score -883233.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -883234.687500 Penalty: 4427.091309
	Iteration 45Q: 3 clusters Score -883234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -883234.687500 Penalty: 4427.091309
	Iteration 46F: 3 clusters Score -883234.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Entering Unmasked Estep 
Score: -499999.031250 Penalty: 2135.765381
	Iteration 0F: 2 clusters Score -499999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -495174.687500 Penalty: 4271.530762
	Iteration 0F: 3 clusters Score -495174.7 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -496398.312500 Penalty: 4271.530762
	Iteration 1F: 3 clusters Score -496398.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -496709.750000 Penalty: 4271.530762
	Iteration 2F: 3 clusters Score -496709.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -496914.312500 Penalty: 4271.530762
	Iteration 3F: 3 clusters Score -496914.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -497083.062500 Penalty: 4271.530762
	Iteration 4Q: 3 clusters Score -497083.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -497224.687500 Penalty: 4271.530762
	Iteration 5Q: 3 clusters Score -497224.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -497363.375000 Penalty: 4271.530762
	Iteration 6Q: 3 clusters Score -497363.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -497495.718750 Penalty: 4271.530762
	Iteration 7Q: 3 clusters Score -497495.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -497618.000000 Penalty: 4271.530762
	Iteration 8Q: 3 clusters Score -497618 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -497726.781250 Penalty: 4271.530762
	Iteration 9Q: 3 clusters Score -497726.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -497812.187500 Penalty: 4271.530762
	Iteration 10Q: 3 clusters Score -497812.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -497868.593750 Penalty: 4271.530762
	Iteration 11Q: 3 clusters Score -497868.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -497922.718750 Penalty: 4271.530762
	Iteration 12Q: 3 clusters Score -497922.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -497961.187500 Penalty: 4271.530762
	Iteration 13Q: 3 clusters Score -497961.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -498001.937500 Penalty: 4271.530762
	Iteration 14Q: 3 clusters Score -498001.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -498041.187500 Penalty: 4271.530762
	Iteration 15Q: 3 clusters Score -498041.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -498072.625000 Penalty: 4271.530762
	Iteration 16Q: 3 clusters Score -498072.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -498106.468750 Penalty: 4271.530762
	Iteration 17Q: 3 clusters Score -498106.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -498142.593750 Penalty: 4271.530762
	Iteration 18Q: 3 clusters Score -498142.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -498176.843750 Penalty: 4271.530762
	Iteration 19Q: 3 clusters Score -498176.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -498205.937500 Penalty: 4271.530762
	Iteration 20F: 3 clusters Score -498205.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -498238.125000 Penalty: 4271.530762
	Iteration 21Q: 3 clusters Score -498238.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -498271.218750 Penalty: 4271.530762
	Iteration 22Q: 3 clusters Score -498271.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -498306.531250 Penalty: 4271.530762
	Iteration 23Q: 3 clusters Score -498306.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -498338.843750 Penalty: 4271.530762
	Iteration 24Q: 3 clusters Score -498338.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -498370.468750 Penalty: 4271.530762
	Iteration 25Q: 3 clusters Score -498370.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -498405.468750 Penalty: 4271.530762
	Iteration 26Q: 3 clusters Score -498405.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -498425.187500 Penalty: 4271.530762
	Iteration 27Q: 3 clusters Score -498425.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -498440.906250 Penalty: 4271.530762
	Iteration 28Q: 3 clusters Score -498440.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -498455.031250 Penalty: 4271.530762
	Iteration 29Q: 3 clusters Score -498455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -498466.531250 Penalty: 4271.530762
	Iteration 30Q: 3 clusters Score -498466.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -498484.750000 Penalty: 4271.530762
	Iteration 31Q: 3 clusters Score -498484.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -498502.968750 Penalty: 4271.530762
	Iteration 32Q: 3 clusters Score -498503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -498519.687500 Penalty: 4271.530762
	Iteration 33Q: 3 clusters Score -498519.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -498537.187500 Penalty: 4271.530762
	Iteration 34Q: 3 clusters Score -498537.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -498556.312500 Penalty: 4271.530762
	Iteration 35Q: 3 clusters Score -498556.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -498571.000000 Penalty: 4271.530762
	Iteration 36Q: 3 clusters Score -498571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -498579.250000 Penalty: 4271.530762
	Iteration 37Q: 3 clusters Score -498579.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -498585.437500 Penalty: 4271.530762
	Iteration 38Q: 3 clusters Score -498585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -498589.312500 Penalty: 4271.530762
	Iteration 39Q: 3 clusters Score -498589.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -498598.625000 Penalty: 4271.530762
	Iteration 40F: 3 clusters Score -498598.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -498610.031250 Penalty: 4271.530762
	Iteration 41Q: 3 clusters Score -498610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -498621.218750 Penalty: 4271.530762
	Iteration 42Q: 3 clusters Score -498621.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -498633.218750 Penalty: 4271.530762
	Iteration 43Q: 3 clusters Score -498633.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -498642.968750 Penalty: 4271.530762
	Iteration 44Q: 3 clusters Score -498643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -498651.562500 Penalty: 4271.530762
	Iteration 45Q: 3 clusters Score -498651.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -498661.125000 Penalty: 4271.530762
	Iteration 46Q: 3 clusters Score -498661.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -498665.406250 Penalty: 4271.530762
	Iteration 47Q: 3 clusters Score -498665.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -498669.156250 Penalty: 4271.530762
	Iteration 48Q: 3 clusters Score -498669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -498670.375000 Penalty: 4271.530762
	Iteration 49Q: 3 clusters Score -498670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -498671.781250 Penalty: 4271.530762
	Iteration 50Q: 3 clusters Score -498671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -498672.531250 Penalty: 4271.530762
	Iteration 51Q: 3 clusters Score -498672.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -498673.218750 Penalty: 4271.530762
	Iteration 52Q: 3 clusters Score -498673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -498674.437500 Penalty: 4271.530762
	Iteration 53Q: 3 clusters Score -498674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -498675.875000 Penalty: 4271.530762
	Iteration 54Q: 3 clusters Score -498675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -498677.406250 Penalty: 4271.530762
	Iteration 55Q: 3 clusters Score -498677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -498681.625000 Penalty: 4271.530762
	Iteration 56Q: 3 clusters Score -498681.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -498686.000000 Penalty: 4271.530762
	Iteration 57Q: 3 clusters Score -498686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -498689.187500 Penalty: 4271.530762
	Iteration 58Q: 3 clusters Score -498689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -498690.156250 Penalty: 4271.530762
	Iteration 59Q: 3 clusters Score -498690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -498690.468750 Penalty: 4271.530762
	Iteration 60F: 3 clusters Score -498690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -498692.531250 Penalty: 4271.530762
	Iteration 61Q: 3 clusters Score -498692.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -498692.531250 Penalty: 4271.530762
	Iteration 62F: 3 clusters Score -498692.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Entering Unmasked Estep 
Score: -6160402.000000 Penalty: 2690.770264
	Iteration 0F: 2 clusters Score -6160402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -6125566.500000 Penalty: 5381.540527
	Iteration 0F: 3 clusters Score -6125566 nChanged 23841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -6139400.500000 Penalty: 5381.540527
	Iteration 1F: 3 clusters Score -6139400 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -6140869.000000 Penalty: 5381.540527
	Iteration 2F: 3 clusters Score -6140869 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -6143261.500000 Penalty: 5381.540527
	Iteration 3F: 3 clusters Score -6143262 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -6146530.500000 Penalty: 5381.540527
	Iteration 4F: 3 clusters Score -6146530 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -6150318.500000 Penalty: 5381.540527
	Iteration 5F: 3 clusters Score -6150318 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -6153676.000000 Penalty: 5381.540527
	Iteration 6F: 3 clusters Score -6153676 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -6155879.000000 Penalty: 5381.540527
	Iteration 7F: 3 clusters Score -6155879 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -6157289.500000 Penalty: 5381.540527
	Iteration 8Q: 3 clusters Score -6157290 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -6158132.000000 Penalty: 5381.540527
	Iteration 9Q: 3 clusters Score -6158132 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -6158694.000000 Penalty: 5381.540527
	Iteration 10Q: 3 clusters Score -6158694 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -6159040.000000 Penalty: 5381.540527
	Iteration 11Q: 3 clusters Score -6159040 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -6159269.500000 Penalty: 5381.540527
	Iteration 12Q: 3 clusters Score -6159270 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -6159430.000000 Penalty: 5381.540527
	Iteration 13Q: 3 clusters Score -6159430 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -6159561.500000 Penalty: 5381.540527
	Iteration 14Q: 3 clusters Score -6159562 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -6159676.500000 Penalty: 5381.540527
	Iteration 15Q: 3 clusters Score -6159676 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -6159772.500000 Penalty: 5381.540527
	Iteration 16Q: 3 clusters Score -6159772 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -6159887.500000 Penalty: 5381.540527
	Iteration 17Q: 3 clusters Score -6159888 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -6159998.500000 Penalty: 5381.540527
	Iteration 18Q: 3 clusters Score -6159998 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -6160072.500000 Penalty: 5381.540527
	Iteration 19Q: 3 clusters Score -6160072 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -6160199.000000 Penalty: 5381.540527
	Iteration 20F: 3 clusters Score -6160199 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -6160293.000000 Penalty: 5381.540527
	Iteration 21Q: 3 clusters Score -6160293 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -6160441.000000 Penalty: 5381.540527
	Iteration 22Q: 3 clusters Score -6160441 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -6160583.000000 Penalty: 5381.540527
	Iteration 23Q: 3 clusters Score -6160583 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -6160744.000000 Penalty: 5381.540527
	Iteration 24Q: 3 clusters Score -6160744 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -6160935.500000 Penalty: 5381.540527
	Iteration 25Q: 3 clusters Score -6160936 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -6161126.000000 Penalty: 5381.540527
	Iteration 26Q: 3 clusters Score -6161126 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -6161339.000000 Penalty: 5381.540527
	Iteration 27Q: 3 clusters Score -6161339 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -6161530.500000 Penalty: 5381.540527
	Iteration 28Q: 3 clusters Score -6161530 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -6161774.000000 Penalty: 5381.540527
	Iteration 29Q: 3 clusters Score -6161774 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -6162047.500000 Penalty: 5381.540527
	Iteration 30Q: 3 clusters Score -6162048 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -6162348.000000 Penalty: 5381.540527
	Iteration 31Q: 3 clusters Score -6162348 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -6162837.000000 Penalty: 5381.540527
	Iteration 32Q: 3 clusters Score -6162837 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -6163650.500000 Penalty: 5381.540527
	Iteration 33Q: 3 clusters Score -6163650 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -6165059.000000 Penalty: 5381.540527
	Iteration 34Q: 3 clusters Score -6165059 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -6166040.500000 Penalty: 5381.540527
	Iteration 35Q: 3 clusters Score -6166040 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -6166242.500000 Penalty: 5381.540527
	Iteration 36Q: 3 clusters Score -6166242 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -6166348.000000 Penalty: 5381.540527
	Iteration 37Q: 3 clusters Score -6166348 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -6166396.000000 Penalty: 5381.540527
	Iteration 38Q: 3 clusters Score -6166396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -6166410.500000 Penalty: 5381.540527
	Iteration 39Q: 3 clusters Score -6166410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -6166449.500000 Penalty: 5381.540527
	Iteration 40F: 3 clusters Score -6166450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -6166466.500000 Penalty: 5381.540527
	Iteration 41Q: 3 clusters Score -6166466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -6166473.000000 Penalty: 5381.540527
	Iteration 42Q: 3 clusters Score -6166473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -6166472.500000 Penalty: 5381.540527
	Iteration 43Q: 3 clusters Score -6166472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -6166467.000000 Penalty: 5381.540527
	Iteration 44Q: 3 clusters Score -6166467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -6166461.500000 Penalty: 5381.540527
	Iteration 45Q: 3 clusters Score -6166462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -6166457.500000 Penalty: 5381.540527
	Iteration 46Q: 3 clusters Score -6166458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -6166463.000000 Penalty: 5381.540527
	Iteration 47Q: 3 clusters Score -6166463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -6166466.000000 Penalty: 5381.540527
	Iteration 48Q: 3 clusters Score -6166466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -6166469.000000 Penalty: 5381.540527
	Iteration 49Q: 3 clusters Score -6166469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -6166471.000000 Penalty: 5381.540527
	Iteration 50Q: 3 clusters Score -6166471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -6166471.000000 Penalty: 5381.540527
	Iteration 51F: 3 clusters Score -6166471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 21074 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 20581 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 15848 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 20 contains 15488 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 36899 members 
Entering Unmasked Estep 
Score: -35672580.000000 Penalty: 72326.007812
Splitting cluster 9 changes total score from -35661440.000000 to -35672580.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (4313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Entering Unmasked Estep 
Score: -338724.156250 Penalty: 2075.608398
	Iteration 0F: 2 clusters Score -338724.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -334674.031250 Penalty: 4151.216797
	Iteration 0F: 3 clusters Score -334674 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -335634.656250 Penalty: 4151.216797
	Iteration 1F: 3 clusters Score -335634.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -335885.437500 Penalty: 4151.216797
	Iteration 2F: 3 clusters Score -335885.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -336085.000000 Penalty: 4151.216797
	Iteration 3F: 3 clusters Score -336085 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -336280.343750 Penalty: 4151.216797
	Iteration 4F: 3 clusters Score -336280.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -336486.000000 Penalty: 4151.216797
	Iteration 5F: 3 clusters Score -336486 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -336638.937500 Penalty: 4151.216797
	Iteration 6Q: 3 clusters Score -336638.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -336761.750000 Penalty: 4151.216797
	Iteration 7Q: 3 clusters Score -336761.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -336917.000000 Penalty: 4151.216797
	Iteration 8Q: 3 clusters Score -336917 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -337082.562500 Penalty: 4151.216797
	Iteration 9Q: 3 clusters Score -337082.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -337218.875000 Penalty: 4151.216797
	Iteration 10Q: 3 clusters Score -337218.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -337357.625000 Penalty: 4151.216797
	Iteration 11Q: 3 clusters Score -337357.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -337458.687500 Penalty: 4151.216797
	Iteration 12Q: 3 clusters Score -337458.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -337519.375000 Penalty: 4151.216797
	Iteration 13Q: 3 clusters Score -337519.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -337574.468750 Penalty: 4151.216797
	Iteration 14Q: 3 clusters Score -337574.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -337624.593750 Penalty: 4151.216797
	Iteration 15Q: 3 clusters Score -337624.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -337668.812500 Penalty: 4151.216797
	Iteration 16Q: 3 clusters Score -337668.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -337706.843750 Penalty: 4151.216797
	Iteration 17Q: 3 clusters Score -337706.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -337748.593750 Penalty: 4151.216797
	Iteration 18Q: 3 clusters Score -337748.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -337785.000000 Penalty: 4151.216797
	Iteration 19Q: 3 clusters Score -337785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -337814.718750 Penalty: 4151.216797
	Iteration 20F: 3 clusters Score -337814.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -337838.906250 Penalty: 4151.216797
	Iteration 21Q: 3 clusters Score -337838.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -337870.312500 Penalty: 4151.216797
	Iteration 22Q: 3 clusters Score -337870.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -337897.312500 Penalty: 4151.216797
	Iteration 23Q: 3 clusters Score -337897.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -337915.593750 Penalty: 4151.216797
	Iteration 24Q: 3 clusters Score -337915.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -337935.406250 Penalty: 4151.216797
	Iteration 25Q: 3 clusters Score -337935.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -337954.125000 Penalty: 4151.216797
	Iteration 26Q: 3 clusters Score -337954.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -337973.656250 Penalty: 4151.216797
	Iteration 27Q: 3 clusters Score -337973.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -337988.687500 Penalty: 4151.216797
	Iteration 28Q: 3 clusters Score -337988.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -338001.156250 Penalty: 4151.216797
	Iteration 29Q: 3 clusters Score -338001.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -338009.468750 Penalty: 4151.216797
	Iteration 30Q: 3 clusters Score -338009.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -338021.312500 Penalty: 4151.216797
	Iteration 31Q: 3 clusters Score -338021.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -338029.468750 Penalty: 4151.216797
	Iteration 32Q: 3 clusters Score -338029.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -338037.656250 Penalty: 4151.216797
	Iteration 33Q: 3 clusters Score -338037.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -338045.093750 Penalty: 4151.216797
	Iteration 34Q: 3 clusters Score -338045.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -338053.468750 Penalty: 4151.216797
	Iteration 35Q: 3 clusters Score -338053.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -338060.281250 Penalty: 4151.216797
	Iteration 36Q: 3 clusters Score -338060.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -338067.343750 Penalty: 4151.216797
	Iteration 37Q: 3 clusters Score -338067.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -338074.125000 Penalty: 4151.216797
	Iteration 38Q: 3 clusters Score -338074.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -338079.156250 Penalty: 4151.216797
	Iteration 39Q: 3 clusters Score -338079.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -338086.468750 Penalty: 4151.216797
	Iteration 40F: 3 clusters Score -338086.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -338090.531250 Penalty: 4151.216797
	Iteration 41Q: 3 clusters Score -338090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -338092.593750 Penalty: 4151.216797
	Iteration 42Q: 3 clusters Score -338092.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -338095.000000 Penalty: 4151.216797
	Iteration 43Q: 3 clusters Score -338095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -338097.343750 Penalty: 4151.216797
	Iteration 44Q: 3 clusters Score -338097.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -338100.406250 Penalty: 4151.216797
	Iteration 45Q: 3 clusters Score -338100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -338102.625000 Penalty: 4151.216797
	Iteration 46Q: 3 clusters Score -338102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -338105.000000 Penalty: 4151.216797
	Iteration 47Q: 3 clusters Score -338105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -338106.156250 Penalty: 4151.216797
	Iteration 48Q: 3 clusters Score -338106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -338108.687500 Penalty: 4151.216797
	Iteration 49Q: 3 clusters Score -338108.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -338110.656250 Penalty: 4151.216797
	Iteration 50Q: 3 clusters Score -338110.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -338112.281250 Penalty: 4151.216797
	Iteration 51Q: 3 clusters Score -338112.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -338115.250000 Penalty: 4151.216797
	Iteration 52Q: 3 clusters Score -338115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -338116.968750 Penalty: 4151.216797
	Iteration 53Q: 3 clusters Score -338117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -338119.375000 Penalty: 4151.216797
	Iteration 54Q: 3 clusters Score -338119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -338123.156250 Penalty: 4151.216797
	Iteration 55Q: 3 clusters Score -338123.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -338127.000000 Penalty: 4151.216797
	Iteration 56Q: 3 clusters Score -338127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -338129.156250 Penalty: 4151.216797
	Iteration 57Q: 3 clusters Score -338129.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -338134.593750 Penalty: 4151.216797
	Iteration 58Q: 3 clusters Score -338134.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -338140.531250 Penalty: 4151.216797
	Iteration 59Q: 3 clusters Score -338140.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -338145.625000 Penalty: 4151.216797
	Iteration 60F: 3 clusters Score -338145.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -338151.812500 Penalty: 4151.216797
	Iteration 61Q: 3 clusters Score -338151.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -338159.718750 Penalty: 4151.216797
	Iteration 62Q: 3 clusters Score -338159.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -338168.218750 Penalty: 4151.216797
	Iteration 63Q: 3 clusters Score -338168.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -338174.593750 Penalty: 4151.216797
	Iteration 64Q: 3 clusters Score -338174.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -338180.875000 Penalty: 4151.216797
	Iteration 65Q: 3 clusters Score -338180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -338182.875000 Penalty: 4151.216797
	Iteration 66Q: 3 clusters Score -338182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -338186.500000 Penalty: 4151.216797
	Iteration 67Q: 3 clusters Score -338186.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -338189.250000 Penalty: 4151.216797
	Iteration 68Q: 3 clusters Score -338189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -338191.906250 Penalty: 4151.216797
	Iteration 69Q: 3 clusters Score -338191.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -338199.062500 Penalty: 4151.216797
	Iteration 70Q: 3 clusters Score -338199.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -338206.437500 Penalty: 4151.216797
	Iteration 71Q: 3 clusters Score -338206.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -338212.156250 Penalty: 4151.216797
	Iteration 72Q: 3 clusters Score -338212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -338217.218750 Penalty: 4151.216797
	Iteration 73Q: 3 clusters Score -338217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -338222.281250 Penalty: 4151.216797
	Iteration 74Q: 3 clusters Score -338222.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -338227.843750 Penalty: 4151.216797
	Iteration 75Q: 3 clusters Score -338227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -338232.937500 Penalty: 4151.216797
	Iteration 76Q: 3 clusters Score -338232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -338235.687500 Penalty: 4151.216797
	Iteration 77Q: 3 clusters Score -338235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -338237.593750 Penalty: 4151.216797
	Iteration 78Q: 3 clusters Score -338237.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -338243.250000 Penalty: 4151.216797
	Iteration 79Q: 3 clusters Score -338243.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -338247.875000 Penalty: 4151.216797
	Iteration 80F: 3 clusters Score -338247.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -338252.187500 Penalty: 4151.216797
	Iteration 81Q: 3 clusters Score -338252.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -338254.562500 Penalty: 4151.216797
	Iteration 82Q: 3 clusters Score -338254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -338258.281250 Penalty: 4151.216797
	Iteration 83Q: 3 clusters Score -338258.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -338263.281250 Penalty: 4151.216797
	Iteration 84Q: 3 clusters Score -338263.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -338264.000000 Penalty: 4151.216797
	Iteration 85Q: 3 clusters Score -338264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -338265.375000 Penalty: 4151.216797
	Iteration 86Q: 3 clusters Score -338265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -338267.281250 Penalty: 4151.216797
	Iteration 87Q: 3 clusters Score -338267.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -338270.531250 Penalty: 4151.216797
	Iteration 88Q: 3 clusters Score -338270.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -338272.625000 Penalty: 4151.216797
	Iteration 89Q: 3 clusters Score -338272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -338274.343750 Penalty: 4151.216797
	Iteration 90Q: 3 clusters Score -338274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -338274.468750 Penalty: 4151.216797
	Iteration 91Q: 3 clusters Score -338274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -338275.656250 Penalty: 4151.216797
	Iteration 92Q: 3 clusters Score -338275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -338275.500000 Penalty: 4151.216797
	Iteration 93Q: 3 clusters Score -338275.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -338276.562500 Penalty: 4151.216797
	Iteration 94Q: 3 clusters Score -338276.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -338276.187500 Penalty: 4151.216797
	Iteration 95Q: 3 clusters Score -338276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -338276.218750 Penalty: 4151.216797
	Iteration 96Q: 3 clusters Score -338276.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -338276.218750 Penalty: 4151.216797
	Iteration 97F: 3 clusters Score -338276.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Entering Unmasked Estep 
Score: -2202215.000000 Penalty: 2469.037109
	Iteration 0F: 2 clusters Score -2202215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2187454.250000 Penalty: 4938.074219
	Iteration 0F: 3 clusters Score -2187454 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2193278.250000 Penalty: 4938.074219
	Iteration 1F: 3 clusters Score -2193278 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2194708.750000 Penalty: 4938.074219
	Iteration 2F: 3 clusters Score -2194709 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2196269.500000 Penalty: 4938.074219
	Iteration 3F: 3 clusters Score -2196270 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2197876.250000 Penalty: 4938.074219
	Iteration 4F: 3 clusters Score -2197876 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2199072.000000 Penalty: 4938.074219
	Iteration 5F: 3 clusters Score -2199072 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2199805.750000 Penalty: 4938.074219
	Iteration 6F: 3 clusters Score -2199806 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2200267.500000 Penalty: 4938.074219
	Iteration 7Q: 3 clusters Score -2200268 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2200592.500000 Penalty: 4938.074219
	Iteration 8Q: 3 clusters Score -2200592 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2200793.250000 Penalty: 4938.074219
	Iteration 9Q: 3 clusters Score -2200793 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2200932.250000 Penalty: 4938.074219
	Iteration 10Q: 3 clusters Score -2200932 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2201054.250000 Penalty: 4938.074219
	Iteration 11Q: 3 clusters Score -2201054 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2201157.500000 Penalty: 4938.074219
	Iteration 12Q: 3 clusters Score -2201158 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2201253.500000 Penalty: 4938.074219
	Iteration 13Q: 3 clusters Score -2201254 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2201330.250000 Penalty: 4938.074219
	Iteration 14Q: 3 clusters Score -2201330 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2201398.000000 Penalty: 4938.074219
	Iteration 15Q: 3 clusters Score -2201398 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2201449.000000 Penalty: 4938.074219
	Iteration 16Q: 3 clusters Score -2201449 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2201491.500000 Penalty: 4938.074219
	Iteration 17Q: 3 clusters Score -2201492 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2201523.500000 Penalty: 4938.074219
	Iteration 18Q: 3 clusters Score -2201524 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2201556.250000 Penalty: 4938.074219
	Iteration 19Q: 3 clusters Score -2201556 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2201579.000000 Penalty: 4938.074219
	Iteration 20F: 3 clusters Score -2201579 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2201621.750000 Penalty: 4938.074219
	Iteration 21Q: 3 clusters Score -2201622 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2201678.500000 Penalty: 4938.074219
	Iteration 22Q: 3 clusters Score -2201678 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2201752.000000 Penalty: 4938.074219
	Iteration 23Q: 3 clusters Score -2201752 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2201831.750000 Penalty: 4938.074219
	Iteration 24Q: 3 clusters Score -2201832 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2201896.750000 Penalty: 4938.074219
	Iteration 25Q: 3 clusters Score -2201897 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2201964.750000 Penalty: 4938.074219
	Iteration 26Q: 3 clusters Score -2201965 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2202032.250000 Penalty: 4938.074219
	Iteration 27Q: 3 clusters Score -2202032 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2202105.500000 Penalty: 4938.074219
	Iteration 28Q: 3 clusters Score -2202106 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2202179.500000 Penalty: 4938.074219
	Iteration 29Q: 3 clusters Score -2202180 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2202256.500000 Penalty: 4938.074219
	Iteration 30Q: 3 clusters Score -2202256 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2202345.750000 Penalty: 4938.074219
	Iteration 31Q: 3 clusters Score -2202346 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2202443.000000 Penalty: 4938.074219
	Iteration 32Q: 3 clusters Score -2202443 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2202548.750000 Penalty: 4938.074219
	Iteration 33Q: 3 clusters Score -2202549 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2202652.500000 Penalty: 4938.074219
	Iteration 34Q: 3 clusters Score -2202652 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2202739.750000 Penalty: 4938.074219
	Iteration 35Q: 3 clusters Score -2202740 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2202823.250000 Penalty: 4938.074219
	Iteration 36Q: 3 clusters Score -2202823 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2202897.750000 Penalty: 4938.074219
	Iteration 37Q: 3 clusters Score -2202898 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2202955.750000 Penalty: 4938.074219
	Iteration 38Q: 3 clusters Score -2202956 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2203019.500000 Penalty: 4938.074219
	Iteration 39Q: 3 clusters Score -2203020 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2203078.250000 Penalty: 4938.074219
	Iteration 40F: 3 clusters Score -2203078 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2203127.000000 Penalty: 4938.074219
	Iteration 41Q: 3 clusters Score -2203127 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2203160.250000 Penalty: 4938.074219
	Iteration 42Q: 3 clusters Score -2203160 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2203202.750000 Penalty: 4938.074219
	Iteration 43Q: 3 clusters Score -2203203 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2203233.750000 Penalty: 4938.074219
	Iteration 44Q: 3 clusters Score -2203234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2203247.750000 Penalty: 4938.074219
	Iteration 45Q: 3 clusters Score -2203248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2203259.500000 Penalty: 4938.074219
	Iteration 46Q: 3 clusters Score -2203260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2203271.750000 Penalty: 4938.074219
	Iteration 47Q: 3 clusters Score -2203272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2203269.250000 Penalty: 4938.074219
	Iteration 48Q: 3 clusters Score -2203269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2203279.500000 Penalty: 4938.074219
	Iteration 49Q: 3 clusters Score -2203280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2203280.750000 Penalty: 4938.074219
	Iteration 50Q: 3 clusters Score -2203281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2203281.250000 Penalty: 4938.074219
	Iteration 51Q: 3 clusters Score -2203281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2203284.750000 Penalty: 4938.074219
	Iteration 52Q: 3 clusters Score -2203285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2203293.750000 Penalty: 4938.074219
	Iteration 53Q: 3 clusters Score -2203294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2203289.250000 Penalty: 4938.074219
	Iteration 54Q: 3 clusters Score -2203289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2203291.250000 Penalty: 4938.074219
	Iteration 55Q: 3 clusters Score -2203291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2203294.500000 Penalty: 4938.074219
	Iteration 56Q: 3 clusters Score -2203294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2203292.750000 Penalty: 4938.074219
	Iteration 57Q: 3 clusters Score -2203293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2203295.250000 Penalty: 4938.074219
	Iteration 58Q: 3 clusters Score -2203295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2203295.250000 Penalty: 4938.074219
	Iteration 59F: 3 clusters Score -2203295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 20581 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 15848 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 20 contains 15488 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 36899 members 
Mstep: Class 24 contains 12875 members 
Entering Unmasked Estep 
Score: -35672956.000000 Penalty: 75470.617188
Splitting cluster 11 changes total score from -35661440.000000 to -35672956.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (15631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Entering Unmasked Estep 
Score: -1883036.625000 Penalty: 2394.938721
	Iteration 0F: 2 clusters Score -1883037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1871784.375000 Penalty: 4789.877441
	Iteration 0F: 3 clusters Score -1871784 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1875654.125000 Penalty: 4789.877441
	Iteration 1F: 3 clusters Score -1875654 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1876243.000000 Penalty: 4789.877441
	Iteration 2F: 3 clusters Score -1876243 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1876799.500000 Penalty: 4789.877441
	Iteration 3F: 3 clusters Score -1876800 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1877357.125000 Penalty: 4789.877441
	Iteration 4F: 3 clusters Score -1877357 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1877934.875000 Penalty: 4789.877441
	Iteration 5F: 3 clusters Score -1877935 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1878553.500000 Penalty: 4789.877441
	Iteration 6F: 3 clusters Score -1878554 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1879183.250000 Penalty: 4789.877441
	Iteration 7F: 3 clusters Score -1879183 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1879758.625000 Penalty: 4789.877441
	Iteration 8F: 3 clusters Score -1879759 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1880305.750000 Penalty: 4789.877441
	Iteration 9F: 3 clusters Score -1880306 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1880779.500000 Penalty: 4789.877441
	Iteration 10Q: 3 clusters Score -1880780 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1881211.500000 Penalty: 4789.877441
	Iteration 11Q: 3 clusters Score -1881212 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1881580.875000 Penalty: 4789.877441
	Iteration 12Q: 3 clusters Score -1881581 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1881889.375000 Penalty: 4789.877441
	Iteration 13Q: 3 clusters Score -1881889 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1882088.750000 Penalty: 4789.877441
	Iteration 14Q: 3 clusters Score -1882089 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1882223.250000 Penalty: 4789.877441
	Iteration 15Q: 3 clusters Score -1882223 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1882344.125000 Penalty: 4789.877441
	Iteration 16Q: 3 clusters Score -1882344 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1882425.125000 Penalty: 4789.877441
	Iteration 17Q: 3 clusters Score -1882425 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1882476.375000 Penalty: 4789.877441
	Iteration 18Q: 3 clusters Score -1882476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1882499.250000 Penalty: 4789.877441
	Iteration 19Q: 3 clusters Score -1882499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1882518.125000 Penalty: 4789.877441
	Iteration 20F: 3 clusters Score -1882518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1882530.875000 Penalty: 4789.877441
	Iteration 21Q: 3 clusters Score -1882531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1882537.750000 Penalty: 4789.877441
	Iteration 22Q: 3 clusters Score -1882538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1882547.500000 Penalty: 4789.877441
	Iteration 23Q: 3 clusters Score -1882548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1882552.875000 Penalty: 4789.877441
	Iteration 24Q: 3 clusters Score -1882553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1882558.625000 Penalty: 4789.877441
	Iteration 25Q: 3 clusters Score -1882559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1882561.750000 Penalty: 4789.877441
	Iteration 26Q: 3 clusters Score -1882562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1882565.750000 Penalty: 4789.877441
	Iteration 27Q: 3 clusters Score -1882566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1882565.625000 Penalty: 4789.877441
	Iteration 28Q: 3 clusters Score -1882566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1882569.625000 Penalty: 4789.877441
	Iteration 29Q: 3 clusters Score -1882570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1882569.625000 Penalty: 4789.877441
	Iteration 30F: 3 clusters Score -1882570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Entering Unmasked Estep 
Score: -2403781.000000 Penalty: 2463.166504
	Iteration 0F: 2 clusters Score -2403781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2389373.750000 Penalty: 4926.333008
	Iteration 0F: 3 clusters Score -2389374 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2394386.000000 Penalty: 4926.333008
	Iteration 1F: 3 clusters Score -2394386 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2395133.750000 Penalty: 4926.333008
	Iteration 2F: 3 clusters Score -2395134 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2396008.250000 Penalty: 4926.333008
	Iteration 3F: 3 clusters Score -2396008 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2397088.750000 Penalty: 4926.333008
	Iteration 4F: 3 clusters Score -2397089 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2398459.000000 Penalty: 4926.333008
	Iteration 5F: 3 clusters Score -2398459 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2399837.000000 Penalty: 4926.333008
	Iteration 6F: 3 clusters Score -2399837 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2400814.750000 Penalty: 4926.333008
	Iteration 7F: 3 clusters Score -2400815 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2401468.000000 Penalty: 4926.333008
	Iteration 8F: 3 clusters Score -2401468 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2401841.000000 Penalty: 4926.333008
	Iteration 9Q: 3 clusters Score -2401841 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2402096.500000 Penalty: 4926.333008
	Iteration 10Q: 3 clusters Score -2402096 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2402280.000000 Penalty: 4926.333008
	Iteration 11Q: 3 clusters Score -2402280 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2402461.500000 Penalty: 4926.333008
	Iteration 12Q: 3 clusters Score -2402462 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2402636.250000 Penalty: 4926.333008
	Iteration 13Q: 3 clusters Score -2402636 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2402829.750000 Penalty: 4926.333008
	Iteration 14Q: 3 clusters Score -2402830 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2403001.000000 Penalty: 4926.333008
	Iteration 15Q: 3 clusters Score -2403001 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2403160.000000 Penalty: 4926.333008
	Iteration 16Q: 3 clusters Score -2403160 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2403266.750000 Penalty: 4926.333008
	Iteration 17Q: 3 clusters Score -2403267 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2403369.000000 Penalty: 4926.333008
	Iteration 18Q: 3 clusters Score -2403369 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2403465.500000 Penalty: 4926.333008
	Iteration 19Q: 3 clusters Score -2403466 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2403524.250000 Penalty: 4926.333008
	Iteration 20F: 3 clusters Score -2403524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2403584.000000 Penalty: 4926.333008
	Iteration 21Q: 3 clusters Score -2403584 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2403640.500000 Penalty: 4926.333008
	Iteration 22Q: 3 clusters Score -2403640 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2403691.250000 Penalty: 4926.333008
	Iteration 23Q: 3 clusters Score -2403691 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2403728.250000 Penalty: 4926.333008
	Iteration 24Q: 3 clusters Score -2403728 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2403770.000000 Penalty: 4926.333008
	Iteration 25Q: 3 clusters Score -2403770 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2403805.250000 Penalty: 4926.333008
	Iteration 26Q: 3 clusters Score -2403805 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2403827.000000 Penalty: 4926.333008
	Iteration 27Q: 3 clusters Score -2403827 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2403842.250000 Penalty: 4926.333008
	Iteration 28Q: 3 clusters Score -2403842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2403878.000000 Penalty: 4926.333008
	Iteration 29Q: 3 clusters Score -2403878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2403899.000000 Penalty: 4926.333008
	Iteration 30Q: 3 clusters Score -2403899 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -2403910.000000 Penalty: 4926.333008
	Iteration 31Q: 3 clusters Score -2403910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2403929.500000 Penalty: 4926.333008
	Iteration 32Q: 3 clusters Score -2403930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2403947.000000 Penalty: 4926.333008
	Iteration 33Q: 3 clusters Score -2403947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2403962.000000 Penalty: 4926.333008
	Iteration 34Q: 3 clusters Score -2403962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2403977.000000 Penalty: 4926.333008
	Iteration 35Q: 3 clusters Score -2403977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2403993.750000 Penalty: 4926.333008
	Iteration 36Q: 3 clusters Score -2403994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2404000.750000 Penalty: 4926.333008
	Iteration 37Q: 3 clusters Score -2404001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2404010.250000 Penalty: 4926.333008
	Iteration 38Q: 3 clusters Score -2404010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2404029.500000 Penalty: 4926.333008
	Iteration 39Q: 3 clusters Score -2404030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2404059.750000 Penalty: 4926.333008
	Iteration 40F: 3 clusters Score -2404060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2404085.250000 Penalty: 4926.333008
	Iteration 41Q: 3 clusters Score -2404085 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2404118.250000 Penalty: 4926.333008
	Iteration 42Q: 3 clusters Score -2404118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2404167.500000 Penalty: 4926.333008
	Iteration 43Q: 3 clusters Score -2404168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2404201.000000 Penalty: 4926.333008
	Iteration 44Q: 3 clusters Score -2404201 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2404226.750000 Penalty: 4926.333008
	Iteration 45Q: 3 clusters Score -2404227 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2404267.000000 Penalty: 4926.333008
	Iteration 46Q: 3 clusters Score -2404267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2404299.750000 Penalty: 4926.333008
	Iteration 47Q: 3 clusters Score -2404300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2404341.250000 Penalty: 4926.333008
	Iteration 48Q: 3 clusters Score -2404341 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2404368.000000 Penalty: 4926.333008
	Iteration 49Q: 3 clusters Score -2404368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2404395.500000 Penalty: 4926.333008
	Iteration 50Q: 3 clusters Score -2404396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2404412.250000 Penalty: 4926.333008
	Iteration 51Q: 3 clusters Score -2404412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2404425.250000 Penalty: 4926.333008
	Iteration 52Q: 3 clusters Score -2404425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2404428.250000 Penalty: 4926.333008
	Iteration 53Q: 3 clusters Score -2404428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2404445.750000 Penalty: 4926.333008
	Iteration 54Q: 3 clusters Score -2404446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2404447.000000 Penalty: 4926.333008
	Iteration 55Q: 3 clusters Score -2404447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2404447.750000 Penalty: 4926.333008
	Iteration 56Q: 3 clusters Score -2404448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2404453.500000 Penalty: 4926.333008
	Iteration 57Q: 3 clusters Score -2404454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2404470.000000 Penalty: 4926.333008
	Iteration 58Q: 3 clusters Score -2404470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2404473.750000 Penalty: 4926.333008
	Iteration 59Q: 3 clusters Score -2404474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2404480.000000 Penalty: 4926.333008
	Iteration 60F: 3 clusters Score -2404480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2404488.250000 Penalty: 4926.333008
	Iteration 61Q: 3 clusters Score -2404488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2404485.500000 Penalty: 4926.333008
	Iteration 62Q: 3 clusters Score -2404486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2404484.000000 Penalty: 4926.333008
	Iteration 63Q: 3 clusters Score -2404484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2404487.250000 Penalty: 4926.333008
	Iteration 64Q: 3 clusters Score -2404487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2404488.250000 Penalty: 4926.333008
	Iteration 65Q: 3 clusters Score -2404488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2404487.000000 Penalty: 4926.333008
	Iteration 66Q: 3 clusters Score -2404487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2404488.250000 Penalty: 4926.333008
	Iteration 67Q: 3 clusters Score -2404488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2404490.500000 Penalty: 4926.333008
	Iteration 68Q: 3 clusters Score -2404490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2404489.500000 Penalty: 4926.333008
	Iteration 69Q: 3 clusters Score -2404490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2404490.250000 Penalty: 4926.333008
	Iteration 70Q: 3 clusters Score -2404490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2404492.250000 Penalty: 4926.333008
	Iteration 71Q: 3 clusters Score -2404492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2404496.000000 Penalty: 4926.333008
	Iteration 72Q: 3 clusters Score -2404496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2404494.250000 Penalty: 4926.333008
	Iteration 73Q: 3 clusters Score -2404494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2404497.000000 Penalty: 4926.333008
	Iteration 74Q: 3 clusters Score -2404497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2404497.000000 Penalty: 4926.333008
	Iteration 75F: 3 clusters Score -2404497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 15848 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 20 contains 15488 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 36899 members 
Mstep: Class 24 contains 12875 members 
Mstep: Class 25 contains 17206 members 
Entering Unmasked Estep 
Score: -35673112.000000 Penalty: 78615.226562
Splitting cluster 13 changes total score from -35661440.000000 to -35673112.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (18955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Entering Unmasked Estep 
Score: -2064539.875000 Penalty: 2442.756104
	Iteration 0F: 2 clusters Score -2064540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2051153.125000 Penalty: 4885.512207
	Iteration 0F: 3 clusters Score -2051153 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2055730.125000 Penalty: 4885.512207
	Iteration 1F: 3 clusters Score -2055730 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2056470.375000 Penalty: 4885.512207
	Iteration 2F: 3 clusters Score -2056470 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2057350.250000 Penalty: 4885.512207
	Iteration 3F: 3 clusters Score -2057350 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2058350.500000 Penalty: 4885.512207
	Iteration 4F: 3 clusters Score -2058350 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2059347.875000 Penalty: 4885.512207
	Iteration 5F: 3 clusters Score -2059348 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2060292.750000 Penalty: 4885.512207
	Iteration 6F: 3 clusters Score -2060293 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2061059.375000 Penalty: 4885.512207
	Iteration 7F: 3 clusters Score -2061059 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2061596.750000 Penalty: 4885.512207
	Iteration 8Q: 3 clusters Score -2061597 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -2061924.750000 Penalty: 4885.512207
	Iteration 9Q: 3 clusters Score -2061925 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2062101.375000 Penalty: 4885.512207
	Iteration 10Q: 3 clusters Score -2062101 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2062209.250000 Penalty: 4885.512207
	Iteration 11Q: 3 clusters Score -2062209 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2062279.750000 Penalty: 4885.512207
	Iteration 12Q: 3 clusters Score -2062280 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2062328.000000 Penalty: 4885.512207
	Iteration 13Q: 3 clusters Score -2062328 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2062373.375000 Penalty: 4885.512207
	Iteration 14Q: 3 clusters Score -2062373 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2062405.625000 Penalty: 4885.512207
	Iteration 15Q: 3 clusters Score -2062406 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2062435.750000 Penalty: 4885.512207
	Iteration 16Q: 3 clusters Score -2062436 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2062465.250000 Penalty: 4885.512207
	Iteration 17Q: 3 clusters Score -2062465 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2062500.375000 Penalty: 4885.512207
	Iteration 18Q: 3 clusters Score -2062500 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2062523.125000 Penalty: 4885.512207
	Iteration 19Q: 3 clusters Score -2062523 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2062546.000000 Penalty: 4885.512207
	Iteration 20F: 3 clusters Score -2062546 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2062564.500000 Penalty: 4885.512207
	Iteration 21Q: 3 clusters Score -2062564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2062593.500000 Penalty: 4885.512207
	Iteration 22Q: 3 clusters Score -2062594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2062604.125000 Penalty: 4885.512207
	Iteration 23Q: 3 clusters Score -2062604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2062625.000000 Penalty: 4885.512207
	Iteration 24Q: 3 clusters Score -2062625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2062652.625000 Penalty: 4885.512207
	Iteration 25Q: 3 clusters Score -2062653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2062670.625000 Penalty: 4885.512207
	Iteration 26Q: 3 clusters Score -2062671 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2062684.875000 Penalty: 4885.512207
	Iteration 27Q: 3 clusters Score -2062685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2062693.875000 Penalty: 4885.512207
	Iteration 28Q: 3 clusters Score -2062694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2062701.375000 Penalty: 4885.512207
	Iteration 29Q: 3 clusters Score -2062701 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2062712.625000 Penalty: 4885.512207
	Iteration 30Q: 3 clusters Score -2062713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2062719.625000 Penalty: 4885.512207
	Iteration 31Q: 3 clusters Score -2062720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2062726.500000 Penalty: 4885.512207
	Iteration 32Q: 3 clusters Score -2062726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2062741.625000 Penalty: 4885.512207
	Iteration 33Q: 3 clusters Score -2062742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -2062752.375000 Penalty: 4885.512207
	Iteration 34Q: 3 clusters Score -2062752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2062751.625000 Penalty: 4885.512207
	Iteration 35Q: 3 clusters Score -2062752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2062751.375000 Penalty: 4885.512207
	Iteration 36Q: 3 clusters Score -2062751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2062755.000000 Penalty: 4885.512207
	Iteration 37Q: 3 clusters Score -2062755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2062754.750000 Penalty: 4885.512207
	Iteration 38Q: 3 clusters Score -2062755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2062759.375000 Penalty: 4885.512207
	Iteration 39Q: 3 clusters Score -2062759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2062763.875000 Penalty: 4885.512207
	Iteration 40F: 3 clusters Score -2062764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2062763.375000 Penalty: 4885.512207
	Iteration 41Q: 3 clusters Score -2062763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2062763.000000 Penalty: 4885.512207
	Iteration 42Q: 3 clusters Score -2062763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2062765.750000 Penalty: 4885.512207
	Iteration 43Q: 3 clusters Score -2062766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2062772.875000 Penalty: 4885.512207
	Iteration 44Q: 3 clusters Score -2062773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2062774.750000 Penalty: 4885.512207
	Iteration 45Q: 3 clusters Score -2062775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2062778.500000 Penalty: 4885.512207
	Iteration 46Q: 3 clusters Score -2062778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2062778.125000 Penalty: 4885.512207
	Iteration 47Q: 3 clusters Score -2062778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2062778.375000 Penalty: 4885.512207
	Iteration 48Q: 3 clusters Score -2062778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2062784.375000 Penalty: 4885.512207
	Iteration 49Q: 3 clusters Score -2062784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2062781.125000 Penalty: 4885.512207
	Iteration 50Q: 3 clusters Score -2062781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2062780.125000 Penalty: 4885.512207
	Iteration 51Q: 3 clusters Score -2062780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2062785.500000 Penalty: 4885.512207
	Iteration 52Q: 3 clusters Score -2062786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2062782.625000 Penalty: 4885.512207
	Iteration 53Q: 3 clusters Score -2062783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2062782.000000 Penalty: 4885.512207
	Iteration 54Q: 3 clusters Score -2062782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2062784.000000 Penalty: 4885.512207
	Iteration 55Q: 3 clusters Score -2062784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2062786.500000 Penalty: 4885.512207
	Iteration 56Q: 3 clusters Score -2062786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2062784.000000 Penalty: 4885.512207
	Iteration 57Q: 3 clusters Score -2062784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2062784.000000 Penalty: 4885.512207
	Iteration 58F: 3 clusters Score -2062784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Entering Unmasked Estep 
Score: -1081968.250000 Penalty: 2265.445801
	Iteration 0F: 2 clusters Score -1081968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1074710.125000 Penalty: 4530.891602
	Iteration 0F: 3 clusters Score -1074710 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1076805.625000 Penalty: 4530.891602
	Iteration 1F: 3 clusters Score -1076806 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1077192.500000 Penalty: 4530.891602
	Iteration 2F: 3 clusters Score -1077192 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1077493.875000 Penalty: 4530.891602
	Iteration 3F: 3 clusters Score -1077494 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1077782.500000 Penalty: 4530.891602
	Iteration 4Q: 3 clusters Score -1077782 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1078091.875000 Penalty: 4530.891602
	Iteration 5Q: 3 clusters Score -1078092 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1078408.250000 Penalty: 4530.891602
	Iteration 6Q: 3 clusters Score -1078408 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1078793.375000 Penalty: 4530.891602
	Iteration 7Q: 3 clusters Score -1078793 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1079179.875000 Penalty: 4530.891602
	Iteration 8F: 3 clusters Score -1079180 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1079544.125000 Penalty: 4530.891602
	Iteration 9Q: 3 clusters Score -1079544 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1079867.750000 Penalty: 4530.891602
	Iteration 10Q: 3 clusters Score -1079868 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1080138.875000 Penalty: 4530.891602
	Iteration 11Q: 3 clusters Score -1080139 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1080390.375000 Penalty: 4530.891602
	Iteration 12Q: 3 clusters Score -1080390 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1080610.625000 Penalty: 4530.891602
	Iteration 13Q: 3 clusters Score -1080611 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1080828.500000 Penalty: 4530.891602
	Iteration 14Q: 3 clusters Score -1080828 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1080990.875000 Penalty: 4530.891602
	Iteration 15Q: 3 clusters Score -1080991 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1081109.875000 Penalty: 4530.891602
	Iteration 16Q: 3 clusters Score -1081110 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1081216.125000 Penalty: 4530.891602
	Iteration 17Q: 3 clusters Score -1081216 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1081322.875000 Penalty: 4530.891602
	Iteration 18Q: 3 clusters Score -1081323 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1081395.875000 Penalty: 4530.891602
	Iteration 19Q: 3 clusters Score -1081396 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1081452.125000 Penalty: 4530.891602
	Iteration 20F: 3 clusters Score -1081452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1081491.250000 Penalty: 4530.891602
	Iteration 21Q: 3 clusters Score -1081491 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1081534.750000 Penalty: 4530.891602
	Iteration 22Q: 3 clusters Score -1081535 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1081559.250000 Penalty: 4530.891602
	Iteration 23Q: 3 clusters Score -1081559 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1081583.375000 Penalty: 4530.891602
	Iteration 24Q: 3 clusters Score -1081583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1081593.625000 Penalty: 4530.891602
	Iteration 25Q: 3 clusters Score -1081594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1081606.000000 Penalty: 4530.891602
	Iteration 26Q: 3 clusters Score -1081606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1081624.000000 Penalty: 4530.891602
	Iteration 27Q: 3 clusters Score -1081624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1081640.625000 Penalty: 4530.891602
	Iteration 28Q: 3 clusters Score -1081641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1081653.625000 Penalty: 4530.891602
	Iteration 29Q: 3 clusters Score -1081654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1081668.250000 Penalty: 4530.891602
	Iteration 30Q: 3 clusters Score -1081668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1081679.000000 Penalty: 4530.891602
	Iteration 31Q: 3 clusters Score -1081679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1081688.875000 Penalty: 4530.891602
	Iteration 32Q: 3 clusters Score -1081689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1081700.500000 Penalty: 4530.891602
	Iteration 33Q: 3 clusters Score -1081700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1081711.625000 Penalty: 4530.891602
	Iteration 34Q: 3 clusters Score -1081712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1081722.250000 Penalty: 4530.891602
	Iteration 35Q: 3 clusters Score -1081722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1081731.000000 Penalty: 4530.891602
	Iteration 36Q: 3 clusters Score -1081731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1081741.750000 Penalty: 4530.891602
	Iteration 37Q: 3 clusters Score -1081742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1081751.500000 Penalty: 4530.891602
	Iteration 38Q: 3 clusters Score -1081752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1081755.250000 Penalty: 4530.891602
	Iteration 39Q: 3 clusters Score -1081755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1081762.625000 Penalty: 4530.891602
	Iteration 40F: 3 clusters Score -1081763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1081766.875000 Penalty: 4530.891602
	Iteration 41Q: 3 clusters Score -1081767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1081773.000000 Penalty: 4530.891602
	Iteration 42Q: 3 clusters Score -1081773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1081773.000000 Penalty: 4530.891602
	Iteration 43Q: 3 clusters Score -1081773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1081776.125000 Penalty: 4530.891602
	Iteration 44Q: 3 clusters Score -1081776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1081780.000000 Penalty: 4530.891602
	Iteration 45Q: 3 clusters Score -1081780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1081782.375000 Penalty: 4530.891602
	Iteration 46Q: 3 clusters Score -1081782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1081785.125000 Penalty: 4530.891602
	Iteration 47Q: 3 clusters Score -1081785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1081786.250000 Penalty: 4530.891602
	Iteration 48Q: 3 clusters Score -1081786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1081787.625000 Penalty: 4530.891602
	Iteration 49Q: 3 clusters Score -1081788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1081790.000000 Penalty: 4530.891602
	Iteration 50Q: 3 clusters Score -1081790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1081793.125000 Penalty: 4530.891602
	Iteration 51Q: 3 clusters Score -1081793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1081795.750000 Penalty: 4530.891602
	Iteration 52Q: 3 clusters Score -1081796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1081797.125000 Penalty: 4530.891602
	Iteration 53Q: 3 clusters Score -1081797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1081796.375000 Penalty: 4530.891602
	Iteration 54Q: 3 clusters Score -1081796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1081797.375000 Penalty: 4530.891602
	Iteration 55Q: 3 clusters Score -1081797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1081797.125000 Penalty: 4530.891602
	Iteration 56Q: 3 clusters Score -1081797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1081798.000000 Penalty: 4530.891602
	Iteration 57Q: 3 clusters Score -1081798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1081799.375000 Penalty: 4530.891602
	Iteration 58Q: 3 clusters Score -1081799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1081799.375000 Penalty: 4530.891602
	Iteration 59F: 3 clusters Score -1081799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Entering Unmasked Estep 
Score: -871466.937500 Penalty: 2243.772217
	Iteration 0F: 2 clusters Score -871466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -864722.062500 Penalty: 4487.544434
	Iteration 0F: 3 clusters Score -864722.1 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -866677.375000 Penalty: 4487.544434
	Iteration 1F: 3 clusters Score -866677.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -867036.875000 Penalty: 4487.544434
	Iteration 2F: 3 clusters Score -867036.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -867398.000000 Penalty: 4487.544434
	Iteration 3F: 3 clusters Score -867398 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -867810.000000 Penalty: 4487.544434
	Iteration 4F: 3 clusters Score -867810 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -868201.750000 Penalty: 4487.544434
	Iteration 5F: 3 clusters Score -868201.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -868488.562500 Penalty: 4487.544434
	Iteration 6F: 3 clusters Score -868488.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -868699.437500 Penalty: 4487.544434
	Iteration 7Q: 3 clusters Score -868699.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -868863.250000 Penalty: 4487.544434
	Iteration 8Q: 3 clusters Score -868863.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -868990.375000 Penalty: 4487.544434
	Iteration 9Q: 3 clusters Score -868990.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -869086.437500 Penalty: 4487.544434
	Iteration 10Q: 3 clusters Score -869086.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -869171.750000 Penalty: 4487.544434
	Iteration 11Q: 3 clusters Score -869171.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -869255.000000 Penalty: 4487.544434
	Iteration 12Q: 3 clusters Score -869255 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -869329.562500 Penalty: 4487.544434
	Iteration 13Q: 3 clusters Score -869329.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -869398.812500 Penalty: 4487.544434
	Iteration 14Q: 3 clusters Score -869398.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -869464.937500 Penalty: 4487.544434
	Iteration 15Q: 3 clusters Score -869464.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -869507.250000 Penalty: 4487.544434
	Iteration 16Q: 3 clusters Score -869507.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -869540.125000 Penalty: 4487.544434
	Iteration 17Q: 3 clusters Score -869540.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -869575.312500 Penalty: 4487.544434
	Iteration 18Q: 3 clusters Score -869575.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -869602.000000 Penalty: 4487.544434
	Iteration 19Q: 3 clusters Score -869602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -869618.375000 Penalty: 4487.544434
	Iteration 20F: 3 clusters Score -869618.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -869631.375000 Penalty: 4487.544434
	Iteration 21Q: 3 clusters Score -869631.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -869640.250000 Penalty: 4487.544434
	Iteration 22Q: 3 clusters Score -869640.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -869649.312500 Penalty: 4487.544434
	Iteration 23Q: 3 clusters Score -869649.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -869657.687500 Penalty: 4487.544434
	Iteration 24Q: 3 clusters Score -869657.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -869664.062500 Penalty: 4487.544434
	Iteration 25Q: 3 clusters Score -869664.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -869667.062500 Penalty: 4487.544434
	Iteration 26Q: 3 clusters Score -869667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -869668.437500 Penalty: 4487.544434
	Iteration 27Q: 3 clusters Score -869668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -869669.500000 Penalty: 4487.544434
	Iteration 28Q: 3 clusters Score -869669.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -869669.812500 Penalty: 4487.544434
	Iteration 29Q: 3 clusters Score -869669.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -869671.625000 Penalty: 4487.544434
	Iteration 30Q: 3 clusters Score -869671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -869672.750000 Penalty: 4487.544434
	Iteration 31Q: 3 clusters Score -869672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -869672.250000 Penalty: 4487.544434
	Iteration 32Q: 3 clusters Score -869672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -869672.562500 Penalty: 4487.544434
	Iteration 33Q: 3 clusters Score -869672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -869670.625000 Penalty: 4487.544434
	Iteration 34Q: 3 clusters Score -869670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -869670.500000 Penalty: 4487.544434
	Iteration 35Q: 3 clusters Score -869670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -869670.500000 Penalty: 4487.544434
	Iteration 36F: 3 clusters Score -869670.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Entering Unmasked Estep 
Score: -4273063.500000 Penalty: 2618.949951
	Iteration 0F: 2 clusters Score -4273064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4247082.500000 Penalty: 5237.899902
	Iteration 0F: 3 clusters Score -4247082 nChanged 17500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4256873.000000 Penalty: 5237.899902
	Iteration 1F: 3 clusters Score -4256873 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4257773.000000 Penalty: 5237.899902
	Iteration 2F: 3 clusters Score -4257773 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4258864.000000 Penalty: 5237.899902
	Iteration 3F: 3 clusters Score -4258864 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4260096.500000 Penalty: 5237.899902
	Iteration 4F: 3 clusters Score -4260096 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4261499.000000 Penalty: 5237.899902
	Iteration 5F: 3 clusters Score -4261499 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4263052.000000 Penalty: 5237.899902
	Iteration 6F: 3 clusters Score -4263052 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4264564.000000 Penalty: 5237.899902
	Iteration 7F: 3 clusters Score -4264564 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4265857.500000 Penalty: 5237.899902
	Iteration 8F: 3 clusters Score -4265858 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -4266777.500000 Penalty: 5237.899902
	Iteration 9Q: 3 clusters Score -4266778 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -4267518.500000 Penalty: 5237.899902
	Iteration 10Q: 3 clusters Score -4267518 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -4268104.500000 Penalty: 5237.899902
	Iteration 11Q: 3 clusters Score -4268104 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -4268541.500000 Penalty: 5237.899902
	Iteration 12Q: 3 clusters Score -4268542 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -4268895.500000 Penalty: 5237.899902
	Iteration 13Q: 3 clusters Score -4268896 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4269178.500000 Penalty: 5237.899902
	Iteration 14Q: 3 clusters Score -4269178 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4269423.500000 Penalty: 5237.899902
	Iteration 15Q: 3 clusters Score -4269424 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4269672.000000 Penalty: 5237.899902
	Iteration 16Q: 3 clusters Score -4269672 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4269863.000000 Penalty: 5237.899902
	Iteration 17Q: 3 clusters Score -4269863 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4270031.500000 Penalty: 5237.899902
	Iteration 18Q: 3 clusters Score -4270032 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4270165.000000 Penalty: 5237.899902
	Iteration 19Q: 3 clusters Score -4270165 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4270260.500000 Penalty: 5237.899902
	Iteration 20F: 3 clusters Score -4270260 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4270412.500000 Penalty: 5237.899902
	Iteration 21Q: 3 clusters Score -4270412 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4270527.000000 Penalty: 5237.899902
	Iteration 22Q: 3 clusters Score -4270527 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4270636.500000 Penalty: 5237.899902
	Iteration 23Q: 3 clusters Score -4270636 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4270699.500000 Penalty: 5237.899902
	Iteration 24Q: 3 clusters Score -4270700 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4270749.000000 Penalty: 5237.899902
	Iteration 25Q: 3 clusters Score -4270749 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4270820.500000 Penalty: 5237.899902
	Iteration 26Q: 3 clusters Score -4270820 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4270882.500000 Penalty: 5237.899902
	Iteration 27Q: 3 clusters Score -4270882 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4270916.500000 Penalty: 5237.899902
	Iteration 28Q: 3 clusters Score -4270916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4270979.500000 Penalty: 5237.899902
	Iteration 29Q: 3 clusters Score -4270980 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4271016.500000 Penalty: 5237.899902
	Iteration 30Q: 3 clusters Score -4271016 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4271062.500000 Penalty: 5237.899902
	Iteration 31Q: 3 clusters Score -4271062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4271098.500000 Penalty: 5237.899902
	Iteration 32Q: 3 clusters Score -4271098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4271133.000000 Penalty: 5237.899902
	Iteration 33Q: 3 clusters Score -4271133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4271162.500000 Penalty: 5237.899902
	Iteration 34Q: 3 clusters Score -4271162 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4271183.000000 Penalty: 5237.899902
	Iteration 35Q: 3 clusters Score -4271183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4271202.500000 Penalty: 5237.899902
	Iteration 36Q: 3 clusters Score -4271202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4271211.000000 Penalty: 5237.899902
	Iteration 37Q: 3 clusters Score -4271211 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4271222.500000 Penalty: 5237.899902
	Iteration 38Q: 3 clusters Score -4271222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4271242.500000 Penalty: 5237.899902
	Iteration 39Q: 3 clusters Score -4271242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4271247.500000 Penalty: 5237.899902
	Iteration 40F: 3 clusters Score -4271248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4271260.500000 Penalty: 5237.899902
	Iteration 41Q: 3 clusters Score -4271260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4271271.000000 Penalty: 5237.899902
	Iteration 42Q: 3 clusters Score -4271271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4271280.000000 Penalty: 5237.899902
	Iteration 43Q: 3 clusters Score -4271280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4271280.500000 Penalty: 5237.899902
	Iteration 44Q: 3 clusters Score -4271280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4271288.000000 Penalty: 5237.899902
	Iteration 45Q: 3 clusters Score -4271288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4271293.500000 Penalty: 5237.899902
	Iteration 46Q: 3 clusters Score -4271294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4271303.000000 Penalty: 5237.899902
	Iteration 47Q: 3 clusters Score -4271303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4271298.500000 Penalty: 5237.899902
	Iteration 48Q: 3 clusters Score -4271298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4271306.000000 Penalty: 5237.899902
	Iteration 49Q: 3 clusters Score -4271306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4271311.000000 Penalty: 5237.899902
	Iteration 50Q: 3 clusters Score -4271311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4271315.000000 Penalty: 5237.899902
	Iteration 51Q: 3 clusters Score -4271315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4271322.500000 Penalty: 5237.899902
	Iteration 52Q: 3 clusters Score -4271322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4271329.000000 Penalty: 5237.899902
	Iteration 53Q: 3 clusters Score -4271329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4271333.000000 Penalty: 5237.899902
	Iteration 54Q: 3 clusters Score -4271333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4271340.500000 Penalty: 5237.899902
	Iteration 55Q: 3 clusters Score -4271340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4271346.000000 Penalty: 5237.899902
	Iteration 56Q: 3 clusters Score -4271346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4271350.500000 Penalty: 5237.899902
	Iteration 57Q: 3 clusters Score -4271350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4271348.500000 Penalty: 5237.899902
	Iteration 58Q: 3 clusters Score -4271348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4271356.000000 Penalty: 5237.899902
	Iteration 59Q: 3 clusters Score -4271356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4271362.000000 Penalty: 5237.899902
	Iteration 60F: 3 clusters Score -4271362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4271370.500000 Penalty: 5237.899902
	Iteration 61Q: 3 clusters Score -4271370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4271388.000000 Penalty: 5237.899902
	Iteration 62Q: 3 clusters Score -4271388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4271386.500000 Penalty: 5237.899902
	Iteration 63Q: 3 clusters Score -4271386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4271404.500000 Penalty: 5237.899902
	Iteration 64Q: 3 clusters Score -4271404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4271418.500000 Penalty: 5237.899902
	Iteration 65Q: 3 clusters Score -4271418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4271421.500000 Penalty: 5237.899902
	Iteration 66Q: 3 clusters Score -4271422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4271432.000000 Penalty: 5237.899902
	Iteration 67Q: 3 clusters Score -4271432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4271430.000000 Penalty: 5237.899902
	Iteration 68Q: 3 clusters Score -4271430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4271433.500000 Penalty: 5237.899902
	Iteration 69Q: 3 clusters Score -4271434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4271440.000000 Penalty: 5237.899902
	Iteration 70Q: 3 clusters Score -4271440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4271444.000000 Penalty: 5237.899902
	Iteration 71Q: 3 clusters Score -4271444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4271442.500000 Penalty: 5237.899902
	Iteration 72Q: 3 clusters Score -4271442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4271446.500000 Penalty: 5237.899902
	Iteration 73Q: 3 clusters Score -4271446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4271443.500000 Penalty: 5237.899902
	Iteration 74Q: 3 clusters Score -4271444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4271453.000000 Penalty: 5237.899902
	Iteration 75Q: 3 clusters Score -4271453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4271459.500000 Penalty: 5237.899902
	Iteration 76Q: 3 clusters Score -4271460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4271464.500000 Penalty: 5237.899902
	Iteration 77Q: 3 clusters Score -4271464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4271468.000000 Penalty: 5237.899902
	Iteration 78Q: 3 clusters Score -4271468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4271463.500000 Penalty: 5237.899902
	Iteration 79Q: 3 clusters Score -4271464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4271462.500000 Penalty: 5237.899902
	Iteration 80F: 3 clusters Score -4271462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4271463.500000 Penalty: 5237.899902
	Iteration 81Q: 3 clusters Score -4271464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4271466.000000 Penalty: 5237.899902
	Iteration 82Q: 3 clusters Score -4271466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4271465.500000 Penalty: 5237.899902
	Iteration 83Q: 3 clusters Score -4271466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4271465.500000 Penalty: 5237.899902
	Iteration 84F: 3 clusters Score -4271466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Entering Unmasked Estep 
Score: -1863072.625000 Penalty: 2398.357910
	Iteration 0F: 2 clusters Score -1863073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1851773.250000 Penalty: 4796.715820
	Iteration 0F: 3 clusters Score -1851773 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1855867.250000 Penalty: 4796.715820
	Iteration 1F: 3 clusters Score -1855867 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1856829.750000 Penalty: 4796.715820
	Iteration 2F: 3 clusters Score -1856830 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1858106.875000 Penalty: 4796.715820
	Iteration 3F: 3 clusters Score -1858107 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1860136.125000 Penalty: 4796.715820
	Iteration 4F: 3 clusters Score -1860136 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1862847.750000 Penalty: 4796.715820
	Iteration 5F: 3 clusters Score -1862848 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1864605.750000 Penalty: 4796.715820
	Iteration 6F: 3 clusters Score -1864606 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1865208.750000 Penalty: 4796.715820
	Iteration 7F: 3 clusters Score -1865209 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1865474.250000 Penalty: 4796.715820
	Iteration 8Q: 3 clusters Score -1865474 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1865612.625000 Penalty: 4796.715820
	Iteration 9Q: 3 clusters Score -1865613 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1865746.375000 Penalty: 4796.715820
	Iteration 10Q: 3 clusters Score -1865746 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1865853.250000 Penalty: 4796.715820
	Iteration 11Q: 3 clusters Score -1865853 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1865960.875000 Penalty: 4796.715820
	Iteration 12Q: 3 clusters Score -1865961 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1866074.625000 Penalty: 4796.715820
	Iteration 13Q: 3 clusters Score -1866075 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1866179.000000 Penalty: 4796.715820
	Iteration 14Q: 3 clusters Score -1866179 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1866253.750000 Penalty: 4796.715820
	Iteration 15Q: 3 clusters Score -1866254 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1866297.750000 Penalty: 4796.715820
	Iteration 16Q: 3 clusters Score -1866298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1866338.125000 Penalty: 4796.715820
	Iteration 17Q: 3 clusters Score -1866338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1866366.000000 Penalty: 4796.715820
	Iteration 18Q: 3 clusters Score -1866366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1866393.250000 Penalty: 4796.715820
	Iteration 19Q: 3 clusters Score -1866393 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1866417.375000 Penalty: 4796.715820
	Iteration 20F: 3 clusters Score -1866417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1866456.000000 Penalty: 4796.715820
	Iteration 21Q: 3 clusters Score -1866456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1866508.500000 Penalty: 4796.715820
	Iteration 22Q: 3 clusters Score -1866508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1866535.625000 Penalty: 4796.715820
	Iteration 23Q: 3 clusters Score -1866536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1866567.500000 Penalty: 4796.715820
	Iteration 24Q: 3 clusters Score -1866568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1866596.250000 Penalty: 4796.715820
	Iteration 25Q: 3 clusters Score -1866596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1866618.250000 Penalty: 4796.715820
	Iteration 26Q: 3 clusters Score -1866618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1866648.500000 Penalty: 4796.715820
	Iteration 27Q: 3 clusters Score -1866648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1866692.875000 Penalty: 4796.715820
	Iteration 28Q: 3 clusters Score -1866693 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1866728.125000 Penalty: 4796.715820
	Iteration 29Q: 3 clusters Score -1866728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1866768.750000 Penalty: 4796.715820
	Iteration 30Q: 3 clusters Score -1866769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1866840.500000 Penalty: 4796.715820
	Iteration 31Q: 3 clusters Score -1866840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1866957.250000 Penalty: 4796.715820
	Iteration 32Q: 3 clusters Score -1866957 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1867205.375000 Penalty: 4796.715820
	Iteration 33Q: 3 clusters Score -1867205 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1867506.125000 Penalty: 4796.715820
	Iteration 34Q: 3 clusters Score -1867506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1867587.500000 Penalty: 4796.715820
	Iteration 35Q: 3 clusters Score -1867588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1867610.750000 Penalty: 4796.715820
	Iteration 36Q: 3 clusters Score -1867611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1867620.625000 Penalty: 4796.715820
	Iteration 37Q: 3 clusters Score -1867621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1867614.125000 Penalty: 4796.715820
	Iteration 38Q: 3 clusters Score -1867614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1867615.625000 Penalty: 4796.715820
	Iteration 39Q: 3 clusters Score -1867616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1867615.125000 Penalty: 4796.715820
	Iteration 40F: 3 clusters Score -1867615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1867617.875000 Penalty: 4796.715820
	Iteration 41Q: 3 clusters Score -1867618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1867617.000000 Penalty: 4796.715820
	Iteration 42Q: 3 clusters Score -1867617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1867617.000000 Penalty: 4796.715820
	Iteration 43F: 3 clusters Score -1867617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 12441 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 20 contains 15488 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 36899 members 
Mstep: Class 24 contains 12875 members 
Mstep: Class 25 contains 17206 members 
Mstep: Class 26 contains 3407 members 
Entering Unmasked Estep 
Score: -35676856.000000 Penalty: 81759.835938
Splitting cluster 18 changes total score from -35661440.000000 to -35676856.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 5821 members 
Mstep: Class 6 contains 36113 members 
Mstep: Class 7 contains 7522 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 14629 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 3375 members 
Mstep: Class 14 contains 18955 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 8497 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 12441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685324.000000 Penalty: 81759.835938
Iteration 39Q: 27 clusters Score -3.568532e+07 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 11239 members 
Mstep: Class 4 contains 3011 members 
Mstep: Class 5 contains 6043 members 
Mstep: Class 6 contains 36610 members 
Mstep: Class 7 contains 7519 members 
Mstep: Class 8 contains 5515 members 
Mstep: Class 9 contains 14965 members 
Mstep: Class 10 contains 4333 members 
Mstep: Class 11 contains 8500 members 
Mstep: Class 12 contains 15565 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 19303 members 
Mstep: Class 15 contains 9029 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 39684 members 
Mstep: Class 18 contains 12168 members 
Mstep: Class 19 contains 2654 members 
Mstep: Class 20 contains 14989 members 
Mstep: Class 21 contains 7642 members 
Mstep: Class 22 contains 8779 members 
Mstep: Class 23 contains 35500 members 
Mstep: Class 24 contains 12407 members 
Mstep: Class 25 contains 16734 members 
Mstep: Class 26 contains 3028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692260.000000 Penalty: 81759.835938
Iteration 40F: 27 clusters Score -3.569226e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11082 members 
Mstep: Class 3 contains 11304 members 
Mstep: Class 4 contains 3016 members 
Mstep: Class 5 contains 6071 members 
Mstep: Class 6 contains 36417 members 
Mstep: Class 7 contains 7251 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 14994 members 
Mstep: Class 10 contains 4343 members 
Mstep: Class 11 contains 8568 members 
Mstep: Class 12 contains 15365 members 
Mstep: Class 13 contains 3491 members 
Mstep: Class 14 contains 19048 members 
Mstep: Class 15 contains 8777 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 38863 members 
Mstep: Class 18 contains 11985 members 
Mstep: Class 19 contains 3147 members 
Mstep: Class 20 contains 15316 members 
Mstep: Class 21 contains 7700 members 
Mstep: Class 22 contains 9169 members 
Mstep: Class 23 contains 35526 members 
Mstep: Class 24 contains 13154 members 
Mstep: Class 25 contains 16888 members 
Mstep: Class 26 contains 2951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35695252.000000 Penalty: 81759.835938
Iteration 41Q: 27 clusters Score -3.569525e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11069 members 
Mstep: Class 3 contains 11379 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 6128 members 
Mstep: Class 6 contains 36368 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 5590 members 
Mstep: Class 9 contains 15105 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 8658 members 
Mstep: Class 12 contains 15256 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 18963 members 
Mstep: Class 15 contains 8616 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 38391 members 
Mstep: Class 18 contains 11890 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 15442 members 
Mstep: Class 21 contains 7724 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 35361 members 
Mstep: Class 24 contains 13428 members 
Mstep: Class 25 contains 16966 members 
Mstep: Class 26 contains 2887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35696512.000000 Penalty: 81759.835938
Iteration 42Q: 27 clusters Score -3.569651e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11102 members 
Mstep: Class 3 contains 11438 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 6185 members 
Mstep: Class 6 contains 36340 members 
Mstep: Class 7 contains 6914 members 
Mstep: Class 8 contains 5632 members 
Mstep: Class 9 contains 15192 members 
Mstep: Class 10 contains 4367 members 
Mstep: Class 11 contains 8747 members 
Mstep: Class 12 contains 15191 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 18895 members 
Mstep: Class 15 contains 8508 members 
Mstep: Class 16 contains 8491 members 
Mstep: Class 17 contains 38087 members 
Mstep: Class 18 contains 11821 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 15526 members 
Mstep: Class 21 contains 7709 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 35170 members 
Mstep: Class 24 contains 13566 members 
Mstep: Class 25 contains 17071 members 
Mstep: Class 26 contains 2836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35697368.000000 Penalty: 81759.835938
Iteration 43Q: 27 clusters Score -3.569737e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 11130 members 
Mstep: Class 3 contains 11479 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 6237 members 
Mstep: Class 6 contains 36313 members 
Mstep: Class 7 contains 6808 members 
Mstep: Class 8 contains 5679 members 
Mstep: Class 9 contains 15249 members 
Mstep: Class 10 contains 4376 members 
Mstep: Class 11 contains 8821 members 
Mstep: Class 12 contains 15153 members 
Mstep: Class 13 contains 3442 members 
Mstep: Class 14 contains 18859 members 
Mstep: Class 15 contains 8431 members 
Mstep: Class 16 contains 8452 members 
Mstep: Class 17 contains 37901 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 3731 members 
Mstep: Class 20 contains 15582 members 
Mstep: Class 21 contains 7697 members 
Mstep: Class 22 contains 9683 members 
Mstep: Class 23 contains 34955 members 
Mstep: Class 24 contains 13623 members 
Mstep: Class 25 contains 17189 members 
Mstep: Class 26 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35697944.000000 Penalty: 81759.835938
Iteration 44Q: 27 clusters Score -3.569794e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 36307 members 
Mstep: Class 7 contains 6736 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 15312 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 8873 members 
Mstep: Class 12 contains 15139 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 18812 members 
Mstep: Class 15 contains 8383 members 
Mstep: Class 16 contains 8408 members 
Mstep: Class 17 contains 37744 members 
Mstep: Class 18 contains 11741 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 20 contains 15611 members 
Mstep: Class 21 contains 7681 members 
Mstep: Class 22 contains 9762 members 
Mstep: Class 23 contains 34775 members 
Mstep: Class 24 contains 13648 members 
Mstep: Class 25 contains 17298 members 
Mstep: Class 26 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698348.000000 Penalty: 81759.835938
Iteration 45Q: 27 clusters Score -3.569835e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11238 members 
Mstep: Class 3 contains 11518 members 
Mstep: Class 4 contains 3102 members 
Mstep: Class 5 contains 6294 members 
Mstep: Class 6 contains 36299 members 
Mstep: Class 7 contains 6687 members 
Mstep: Class 8 contains 5770 members 
Mstep: Class 9 contains 15341 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 15141 members 
Mstep: Class 13 contains 3435 members 
Mstep: Class 14 contains 18781 members 
Mstep: Class 15 contains 8353 members 
Mstep: Class 16 contains 8367 members 
Mstep: Class 17 contains 37613 members 
Mstep: Class 18 contains 11712 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 15624 members 
Mstep: Class 21 contains 7677 members 
Mstep: Class 22 contains 9817 members 
Mstep: Class 23 contains 34619 members 
Mstep: Class 24 contains 13618 members 
Mstep: Class 25 contains 17425 members 
Mstep: Class 26 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698588.000000 Penalty: 81759.835938
Iteration 46Q: 27 clusters Score -3.569859e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 11529 members 
Mstep: Class 4 contains 3117 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 36310 members 
Mstep: Class 7 contains 6652 members 
Mstep: Class 8 contains 5802 members 
Mstep: Class 9 contains 15365 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 8982 members 
Mstep: Class 12 contains 15143 members 
Mstep: Class 13 contains 3435 members 
Mstep: Class 14 contains 18755 members 
Mstep: Class 15 contains 8311 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 37529 members 
Mstep: Class 18 contains 11689 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 15634 members 
Mstep: Class 21 contains 7680 members 
Mstep: Class 22 contains 9866 members 
Mstep: Class 23 contains 34449 members 
Mstep: Class 24 contains 13585 members 
Mstep: Class 25 contains 17541 members 
Mstep: Class 26 contains 2768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698672.000000 Penalty: 81759.835938
Iteration 47Q: 27 clusters Score -3.569867e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11383 members 
Mstep: Class 3 contains 11539 members 
Mstep: Class 4 contains 3133 members 
Mstep: Class 5 contains 6326 members 
Mstep: Class 6 contains 36302 members 
Mstep: Class 7 contains 6632 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 15372 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 15142 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 18740 members 
Mstep: Class 15 contains 8285 members 
Mstep: Class 16 contains 8277 members 
Mstep: Class 17 contains 37469 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 3913 members 
Mstep: Class 20 contains 15649 members 
Mstep: Class 21 contains 7672 members 
Mstep: Class 22 contains 9897 members 
Mstep: Class 23 contains 34332 members 
Mstep: Class 24 contains 13532 members 
Mstep: Class 25 contains 17649 members 
Mstep: Class 26 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698732.000000 Penalty: 81759.835938
Iteration 48Q: 27 clusters Score -3.569873e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 11538 members 
Mstep: Class 4 contains 3134 members 
Mstep: Class 5 contains 6345 members 
Mstep: Class 6 contains 36296 members 
Mstep: Class 7 contains 6620 members 
Mstep: Class 8 contains 5856 members 
Mstep: Class 9 contains 15378 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 15139 members 
Mstep: Class 13 contains 3438 members 
Mstep: Class 14 contains 18729 members 
Mstep: Class 15 contains 8263 members 
Mstep: Class 16 contains 8267 members 
Mstep: Class 17 contains 37431 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 15661 members 
Mstep: Class 21 contains 7659 members 
Mstep: Class 22 contains 9920 members 
Mstep: Class 23 contains 34205 members 
Mstep: Class 24 contains 13455 members 
Mstep: Class 25 contains 17755 members 
Mstep: Class 26 contains 2754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699060.000000 Penalty: 81759.835938
Iteration 49Q: 27 clusters Score -3.569906e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11511 members 
Mstep: Class 3 contains 11534 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 36299 members 
Mstep: Class 7 contains 6609 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 15380 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 9046 members 
Mstep: Class 12 contains 15139 members 
Mstep: Class 13 contains 3448 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 8252 members 
Mstep: Class 17 contains 37425 members 
Mstep: Class 18 contains 11669 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 20 contains 15672 members 
Mstep: Class 21 contains 7651 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 34070 members 
Mstep: Class 24 contains 13365 members 
Mstep: Class 25 contains 17859 members 
Mstep: Class 26 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699188.000000 Penalty: 81759.835938
Iteration 50Q: 27 clusters Score -3.569919e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11570 members 
Mstep: Class 3 contains 11539 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 36297 members 
Mstep: Class 7 contains 6596 members 
Mstep: Class 8 contains 5909 members 
Mstep: Class 9 contains 15381 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 9064 members 
Mstep: Class 12 contains 15134 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 14 contains 18734 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 8248 members 
Mstep: Class 17 contains 37413 members 
Mstep: Class 18 contains 11662 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 15679 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 9922 members 
Mstep: Class 23 contains 33953 members 
Mstep: Class 24 contains 13292 members 
Mstep: Class 25 contains 17944 members 
Mstep: Class 26 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699384.000000 Penalty: 81759.835938
Iteration 51Q: 27 clusters Score -3.569938e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 11642 members 
Mstep: Class 3 contains 11538 members 
Mstep: Class 4 contains 3155 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 36302 members 
Mstep: Class 7 contains 6586 members 
Mstep: Class 8 contains 5937 members 
Mstep: Class 9 contains 15377 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 15131 members 
Mstep: Class 13 contains 3452 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 15 contains 8186 members 
Mstep: Class 16 contains 8262 members 
Mstep: Class 17 contains 37409 members 
Mstep: Class 18 contains 11653 members 
Mstep: Class 19 contains 4008 members 
Mstep: Class 20 contains 15687 members 
Mstep: Class 21 contains 7650 members 
Mstep: Class 22 contains 9911 members 
Mstep: Class 23 contains 33838 members 
Mstep: Class 24 contains 13188 members 
Mstep: Class 25 contains 18048 members 
Mstep: Class 26 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699484.000000 Penalty: 81759.835938
Iteration 52Q: 27 clusters Score -3.569948e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11715 members 
Mstep: Class 3 contains 11543 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 6409 members 
Mstep: Class 6 contains 36304 members 
Mstep: Class 7 contains 6573 members 
Mstep: Class 8 contains 5955 members 
Mstep: Class 9 contains 15379 members 
Mstep: Class 10 contains 4515 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 15131 members 
Mstep: Class 13 contains 3455 members 
Mstep: Class 14 contains 18713 members 
Mstep: Class 15 contains 8156 members 
Mstep: Class 16 contains 8283 members 
Mstep: Class 17 contains 37439 members 
Mstep: Class 18 contains 11649 members 
Mstep: Class 19 contains 4026 members 
Mstep: Class 20 contains 15691 members 
Mstep: Class 21 contains 7647 members 
Mstep: Class 22 contains 9903 members 
Mstep: Class 23 contains 33718 members 
Mstep: Class 24 contains 13068 members 
Mstep: Class 25 contains 18146 members 
Mstep: Class 26 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699568.000000 Penalty: 81759.835938
Iteration 53Q: 27 clusters Score -3.569957e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 11549 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 36306 members 
Mstep: Class 7 contains 6558 members 
Mstep: Class 8 contains 5972 members 
Mstep: Class 9 contains 15378 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 9088 members 
Mstep: Class 12 contains 15131 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 18722 members 
Mstep: Class 15 contains 8123 members 
Mstep: Class 16 contains 8305 members 
Mstep: Class 17 contains 37493 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 4037 members 
Mstep: Class 20 contains 15690 members 
Mstep: Class 21 contains 7645 members 
Mstep: Class 22 contains 9892 members 
Mstep: Class 23 contains 33598 members 
Mstep: Class 24 contains 12940 members 
Mstep: Class 25 contains 18236 members 
Mstep: Class 26 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699764.000000 Penalty: 81759.835938
Iteration 54Q: 27 clusters Score -3.569976e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11863 members 
Mstep: Class 3 contains 11549 members 
Mstep: Class 4 contains 3167 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 6 contains 36312 members 
Mstep: Class 7 contains 6556 members 
Mstep: Class 8 contains 5990 members 
Mstep: Class 9 contains 15366 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 9096 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 3464 members 
Mstep: Class 14 contains 18716 members 
Mstep: Class 15 contains 8103 members 
Mstep: Class 16 contains 8308 members 
Mstep: Class 17 contains 37549 members 
Mstep: Class 18 contains 11630 members 
Mstep: Class 19 contains 4044 members 
Mstep: Class 20 contains 15689 members 
Mstep: Class 21 contains 7650 members 
Mstep: Class 22 contains 9878 members 
Mstep: Class 23 contains 33472 members 
Mstep: Class 24 contains 12811 members 
Mstep: Class 25 contains 18346 members 
Mstep: Class 26 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700024.000000 Penalty: 81759.835938
Iteration 55Q: 27 clusters Score -3.570002e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11943 members 
Mstep: Class 3 contains 11545 members 
Mstep: Class 4 contains 3180 members 
Mstep: Class 5 contains 6462 members 
Mstep: Class 6 contains 36310 members 
Mstep: Class 7 contains 6552 members 
Mstep: Class 8 contains 6002 members 
Mstep: Class 9 contains 15357 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 9099 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 3467 members 
Mstep: Class 14 contains 18704 members 
Mstep: Class 15 contains 8091 members 
Mstep: Class 16 contains 8317 members 
Mstep: Class 17 contains 37578 members 
Mstep: Class 18 contains 11623 members 
Mstep: Class 19 contains 4053 members 
Mstep: Class 20 contains 15691 members 
Mstep: Class 21 contains 7645 members 
Mstep: Class 22 contains 9866 members 
Mstep: Class 23 contains 33365 members 
Mstep: Class 24 contains 12691 members 
Mstep: Class 25 contains 18461 members 
Mstep: Class 26 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700096.000000 Penalty: 81759.835938
Iteration 56Q: 27 clusters Score -3.57001e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12010 members 
Mstep: Class 3 contains 11543 members 
Mstep: Class 4 contains 3186 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 36309 members 
Mstep: Class 7 contains 6555 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 9 contains 15345 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 9101 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 3467 members 
Mstep: Class 14 contains 18699 members 
Mstep: Class 15 contains 8075 members 
Mstep: Class 16 contains 8333 members 
Mstep: Class 17 contains 37614 members 
Mstep: Class 18 contains 11619 members 
Mstep: Class 19 contains 4058 members 
Mstep: Class 20 contains 15694 members 
Mstep: Class 21 contains 7643 members 
Mstep: Class 22 contains 9857 members 
Mstep: Class 23 contains 33254 members 
Mstep: Class 24 contains 12550 members 
Mstep: Class 25 contains 18593 members 
Mstep: Class 26 contains 2737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700280.000000 Penalty: 81759.835938
Iteration 57Q: 27 clusters Score -3.570028e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12086 members 
Mstep: Class 3 contains 11545 members 
Mstep: Class 4 contains 3189 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 36314 members 
Mstep: Class 7 contains 6557 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 9100 members 
Mstep: Class 12 contains 15128 members 
Mstep: Class 13 contains 3466 members 
Mstep: Class 14 contains 18685 members 
Mstep: Class 15 contains 8055 members 
Mstep: Class 16 contains 8360 members 
Mstep: Class 17 contains 37633 members 
Mstep: Class 18 contains 11612 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 15698 members 
Mstep: Class 21 contains 7637 members 
Mstep: Class 22 contains 9851 members 
Mstep: Class 23 contains 33134 members 
Mstep: Class 24 contains 12423 members 
Mstep: Class 25 contains 18743 members 
Mstep: Class 26 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700316.000000 Penalty: 81759.835938
Iteration 58Q: 27 clusters Score -3.570032e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12150 members 
Mstep: Class 3 contains 11550 members 
Mstep: Class 4 contains 3187 members 
Mstep: Class 5 contains 6491 members 
Mstep: Class 6 contains 36312 members 
Mstep: Class 7 contains 6559 members 
Mstep: Class 8 contains 6041 members 
Mstep: Class 9 contains 15319 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 9096 members 
Mstep: Class 12 contains 15127 members 
Mstep: Class 13 contains 3471 members 
Mstep: Class 14 contains 18694 members 
Mstep: Class 15 contains 8028 members 
Mstep: Class 16 contains 8394 members 
Mstep: Class 17 contains 37680 members 
Mstep: Class 18 contains 11612 members 
Mstep: Class 19 contains 4064 members 
Mstep: Class 20 contains 15696 members 
Mstep: Class 21 contains 7632 members 
Mstep: Class 22 contains 9846 members 
Mstep: Class 23 contains 33016 members 
Mstep: Class 24 contains 12277 members 
Mstep: Class 25 contains 18869 members 
Mstep: Class 26 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700448.000000 Penalty: 81759.835938
Iteration 59Q: 27 clusters Score -3.570045e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 11551 members 
Mstep: Class 4 contains 3193 members 
Mstep: Class 5 contains 6500 members 
Mstep: Class 6 contains 36315 members 
Mstep: Class 7 contains 6551 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 10 contains 4565 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 15128 members 
Mstep: Class 13 contains 3477 members 
Mstep: Class 14 contains 18697 members 
Mstep: Class 15 contains 8010 members 
Mstep: Class 16 contains 8423 members 
Mstep: Class 17 contains 37714 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 4071 members 
Mstep: Class 20 contains 15697 members 
Mstep: Class 21 contains 7628 members 
Mstep: Class 22 contains 9841 members 
Mstep: Class 23 contains 32900 members 
Mstep: Class 24 contains 12161 members 
Mstep: Class 25 contains 18960 members 
Mstep: Class 26 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700440.000000 Penalty: 81759.835938
Iteration 60F: 27 clusters Score -3.570044e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12249 members 
Mstep: Class 3 contains 11555 members 
Mstep: Class 4 contains 3202 members 
Mstep: Class 5 contains 6509 members 
Mstep: Class 6 contains 36311 members 
Mstep: Class 7 contains 6549 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 15331 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 14 contains 18707 members 
Mstep: Class 15 contains 7981 members 
Mstep: Class 16 contains 8472 members 
Mstep: Class 17 contains 37748 members 
Mstep: Class 18 contains 11603 members 
Mstep: Class 19 contains 4076 members 
Mstep: Class 20 contains 15697 members 
Mstep: Class 21 contains 7638 members 
Mstep: Class 22 contains 9844 members 
Mstep: Class 23 contains 32794 members 
Mstep: Class 24 contains 12039 members 
Mstep: Class 25 contains 19039 members 
Mstep: Class 26 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700476.000000 Penalty: 81759.835938
Iteration 61Q: 27 clusters Score -3.570048e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12282 members 
Mstep: Class 3 contains 11556 members 
Mstep: Class 4 contains 3206 members 
Mstep: Class 5 contains 6518 members 
Mstep: Class 6 contains 36315 members 
Mstep: Class 7 contains 6548 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 3480 members 
Mstep: Class 14 contains 18712 members 
Mstep: Class 15 contains 7957 members 
Mstep: Class 16 contains 8540 members 
Mstep: Class 17 contains 37765 members 
Mstep: Class 18 contains 11601 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 15696 members 
Mstep: Class 21 contains 7641 members 
Mstep: Class 22 contains 9841 members 
Mstep: Class 23 contains 32687 members 
Mstep: Class 24 contains 11925 members 
Mstep: Class 25 contains 19117 members 
Mstep: Class 26 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700688.000000 Penalty: 81759.835938
Iteration 62Q: 27 clusters Score -3.570069e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12311 members 
Mstep: Class 3 contains 11552 members 
Mstep: Class 4 contains 3207 members 
Mstep: Class 5 contains 6529 members 
Mstep: Class 6 contains 36308 members 
Mstep: Class 7 contains 6543 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 15332 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 9108 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 3484 members 
Mstep: Class 14 contains 18710 members 
Mstep: Class 15 contains 7941 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 37791 members 
Mstep: Class 18 contains 11596 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 15696 members 
Mstep: Class 21 contains 7651 members 
Mstep: Class 22 contains 9839 members 
Mstep: Class 23 contains 32573 members 
Mstep: Class 24 contains 11815 members 
Mstep: Class 25 contains 19209 members 
Mstep: Class 26 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700780.000000 Penalty: 81759.835938
Iteration 63Q: 27 clusters Score -3.570078e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12344 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 36320 members 
Mstep: Class 7 contains 6538 members 
Mstep: Class 8 contains 6057 members 
Mstep: Class 9 contains 15333 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 9111 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 3487 members 
Mstep: Class 14 contains 18707 members 
Mstep: Class 15 contains 7923 members 
Mstep: Class 16 contains 8656 members 
Mstep: Class 17 contains 37787 members 
Mstep: Class 18 contains 11590 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 15696 members 
Mstep: Class 21 contains 7652 members 
Mstep: Class 22 contains 9835 members 
Mstep: Class 23 contains 32465 members 
Mstep: Class 24 contains 11747 members 
Mstep: Class 25 contains 19292 members 
Mstep: Class 26 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700904.000000 Penalty: 81759.835938
Iteration 64Q: 27 clusters Score -3.57009e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12368 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 5 contains 6555 members 
Mstep: Class 6 contains 36333 members 
Mstep: Class 7 contains 6531 members 
Mstep: Class 8 contains 6063 members 
Mstep: Class 9 contains 15333 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 9105 members 
Mstep: Class 12 contains 15128 members 
Mstep: Class 13 contains 3486 members 
Mstep: Class 14 contains 18711 members 
Mstep: Class 15 contains 7909 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 37799 members 
Mstep: Class 18 contains 11588 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 15695 members 
Mstep: Class 21 contains 7657 members 
Mstep: Class 22 contains 9830 members 
Mstep: Class 23 contains 32377 members 
Mstep: Class 24 contains 11683 members 
Mstep: Class 25 contains 19353 members 
Mstep: Class 26 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700812.000000 Penalty: 81759.835938
Iteration 65Q: 27 clusters Score -3.570081e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 12404 members 
Mstep: Class 3 contains 11546 members 
Mstep: Class 4 contains 3211 members 
Mstep: Class 5 contains 6566 members 
Mstep: Class 6 contains 36346 members 
Mstep: Class 7 contains 6525 members 
Mstep: Class 8 contains 6071 members 
Mstep: Class 9 contains 15336 members 
Mstep: Class 10 contains 4626 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 15127 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 18713 members 
Mstep: Class 15 contains 7902 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 37808 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 15694 members 
Mstep: Class 21 contains 7662 members 
Mstep: Class 22 contains 9825 members 
Mstep: Class 23 contains 32280 members 
Mstep: Class 24 contains 11613 members 
Mstep: Class 25 contains 19408 members 
Mstep: Class 26 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700756.000000 Penalty: 81759.835938
Iteration 66Q: 27 clusters Score -3.570076e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12419 members 
Mstep: Class 3 contains 11542 members 
Mstep: Class 4 contains 3208 members 
Mstep: Class 5 contains 6571 members 
Mstep: Class 6 contains 36360 members 
Mstep: Class 7 contains 6522 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 15335 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 9105 members 
Mstep: Class 12 contains 15128 members 
Mstep: Class 13 contains 3490 members 
Mstep: Class 14 contains 18721 members 
Mstep: Class 15 contains 7894 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 17 contains 37834 members 
Mstep: Class 18 contains 11581 members 
Mstep: Class 19 contains 4091 members 
Mstep: Class 20 contains 15694 members 
Mstep: Class 21 contains 7667 members 
Mstep: Class 22 contains 9828 members 
Mstep: Class 23 contains 32175 members 
Mstep: Class 24 contains 11547 members 
Mstep: Class 25 contains 19454 members 
Mstep: Class 26 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700888.000000 Penalty: 81759.835938
Iteration 67Q: 27 clusters Score -3.570089e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 11543 members 
Mstep: Class 4 contains 3207 members 
Mstep: Class 5 contains 6585 members 
Mstep: Class 6 contains 36364 members 
Mstep: Class 7 contains 6514 members 
Mstep: Class 8 contains 6075 members 
Mstep: Class 9 contains 15335 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 9110 members 
Mstep: Class 12 contains 15130 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 18714 members 
Mstep: Class 15 contains 7875 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 37852 members 
Mstep: Class 18 contains 11578 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 15695 members 
Mstep: Class 21 contains 7671 members 
Mstep: Class 22 contains 9828 members 
Mstep: Class 23 contains 32066 members 
Mstep: Class 24 contains 11496 members 
Mstep: Class 25 contains 19526 members 
Mstep: Class 26 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700996.000000 Penalty: 81759.835938
Iteration 68Q: 27 clusters Score -3.5701e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12466 members 
Mstep: Class 3 contains 11545 members 
Mstep: Class 4 contains 3206 members 
Mstep: Class 5 contains 6597 members 
Mstep: Class 6 contains 36363 members 
Mstep: Class 7 contains 6508 members 
Mstep: Class 8 contains 6084 members 
Mstep: Class 9 contains 15334 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 15130 members 
Mstep: Class 13 contains 3494 members 
Mstep: Class 14 contains 18718 members 
Mstep: Class 15 contains 7855 members 
Mstep: Class 16 contains 8855 members 
Mstep: Class 17 contains 37856 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 15695 members 
Mstep: Class 21 contains 7680 members 
Mstep: Class 22 contains 9826 members 
Mstep: Class 23 contains 31971 members 
Mstep: Class 24 contains 11433 members 
Mstep: Class 25 contains 19599 members 
Mstep: Class 26 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701016.000000 Penalty: 81759.835938
Iteration 69Q: 27 clusters Score -3.570102e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12488 members 
Mstep: Class 3 contains 11546 members 
Mstep: Class 4 contains 3207 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 36380 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 15329 members 
Mstep: Class 10 contains 4649 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 15131 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 18717 members 
Mstep: Class 15 contains 7844 members 
Mstep: Class 16 contains 8888 members 
Mstep: Class 17 contains 37874 members 
Mstep: Class 18 contains 11574 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 15694 members 
Mstep: Class 21 contains 7689 members 
Mstep: Class 22 contains 9820 members 
Mstep: Class 23 contains 31891 members 
Mstep: Class 24 contains 11363 members 
Mstep: Class 25 contains 19639 members 
Mstep: Class 26 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701120.000000 Penalty: 81759.835938
Iteration 70Q: 27 clusters Score -3.570112e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12511 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 36384 members 
Mstep: Class 7 contains 6500 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 15327 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 9166 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 18718 members 
Mstep: Class 15 contains 7829 members 
Mstep: Class 16 contains 8931 members 
Mstep: Class 17 contains 37873 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 4106 members 
Mstep: Class 20 contains 15695 members 
Mstep: Class 21 contains 7692 members 
Mstep: Class 22 contains 9821 members 
Mstep: Class 23 contains 31835 members 
Mstep: Class 24 contains 11291 members 
Mstep: Class 25 contains 19683 members 
Mstep: Class 26 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701340.000000 Penalty: 81759.835938
Iteration 71Q: 27 clusters Score -3.570134e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12531 members 
Mstep: Class 3 contains 11549 members 
Mstep: Class 4 contains 3211 members 
Mstep: Class 5 contains 6607 members 
Mstep: Class 6 contains 36391 members 
Mstep: Class 7 contains 6498 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 15325 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 15127 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 18716 members 
Mstep: Class 15 contains 7815 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 37888 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 4107 members 
Mstep: Class 20 contains 15698 members 
Mstep: Class 21 contains 7691 members 
Mstep: Class 22 contains 9816 members 
Mstep: Class 23 contains 31770 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 19723 members 
Mstep: Class 26 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701320.000000 Penalty: 81759.835938
Iteration 72Q: 27 clusters Score -3.570132e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12544 members 
Mstep: Class 3 contains 11550 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 6608 members 
Mstep: Class 6 contains 36393 members 
Mstep: Class 7 contains 6500 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 15321 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 9214 members 
Mstep: Class 12 contains 15126 members 
Mstep: Class 13 contains 3490 members 
Mstep: Class 14 contains 18714 members 
Mstep: Class 15 contains 7807 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 37892 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 15697 members 
Mstep: Class 21 contains 7688 members 
Mstep: Class 22 contains 9813 members 
Mstep: Class 23 contains 31711 members 
Mstep: Class 24 contains 11180 members 
Mstep: Class 25 contains 19764 members 
Mstep: Class 26 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701344.000000 Penalty: 81759.835938
Iteration 73Q: 27 clusters Score -3.570134e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12561 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 36398 members 
Mstep: Class 7 contains 6505 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 9239 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3491 members 
Mstep: Class 14 contains 18719 members 
Mstep: Class 15 contains 7804 members 
Mstep: Class 16 contains 9019 members 
Mstep: Class 17 contains 37887 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 4106 members 
Mstep: Class 20 contains 15697 members 
Mstep: Class 21 contains 7689 members 
Mstep: Class 22 contains 9813 members 
Mstep: Class 23 contains 31649 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 19799 members 
Mstep: Class 26 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701348.000000 Penalty: 81759.835938
Iteration 74Q: 27 clusters Score -3.570135e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12583 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 6608 members 
Mstep: Class 6 contains 36399 members 
Mstep: Class 7 contains 6502 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 15318 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3488 members 
Mstep: Class 14 contains 18713 members 
Mstep: Class 15 contains 7794 members 
Mstep: Class 16 contains 9044 members 
Mstep: Class 17 contains 37896 members 
Mstep: Class 18 contains 11568 members 
Mstep: Class 19 contains 4107 members 
Mstep: Class 20 contains 15699 members 
Mstep: Class 21 contains 7701 members 
Mstep: Class 22 contains 9811 members 
Mstep: Class 23 contains 31596 members 
Mstep: Class 24 contains 11059 members 
Mstep: Class 25 contains 19827 members 
Mstep: Class 26 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701336.000000 Penalty: 81759.835938
Iteration 75Q: 27 clusters Score -3.570134e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12597 members 
Mstep: Class 3 contains 11545 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 36400 members 
Mstep: Class 7 contains 6504 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 11 contains 9304 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3491 members 
Mstep: Class 14 contains 18707 members 
Mstep: Class 15 contains 7785 members 
Mstep: Class 16 contains 9064 members 
Mstep: Class 17 contains 37905 members 
Mstep: Class 18 contains 11566 members 
Mstep: Class 19 contains 4107 members 
Mstep: Class 20 contains 15700 members 
Mstep: Class 21 contains 7711 members 
Mstep: Class 22 contains 9810 members 
Mstep: Class 23 contains 31537 members 
Mstep: Class 24 contains 11002 members 
Mstep: Class 25 contains 19861 members 
Mstep: Class 26 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701388.000000 Penalty: 81759.835938
Iteration 76Q: 27 clusters Score -3.570139e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12616 members 
Mstep: Class 3 contains 11546 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 6599 members 
Mstep: Class 6 contains 36403 members 
Mstep: Class 7 contains 6505 members 
Mstep: Class 8 contains 6101 members 
Mstep: Class 9 contains 15312 members 
Mstep: Class 10 contains 4690 members 
Mstep: Class 11 contains 9325 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3500 members 
Mstep: Class 14 contains 18705 members 
Mstep: Class 15 contains 7772 members 
Mstep: Class 16 contains 9079 members 
Mstep: Class 17 contains 37924 members 
Mstep: Class 18 contains 11564 members 
Mstep: Class 19 contains 4109 members 
Mstep: Class 20 contains 15701 members 
Mstep: Class 21 contains 7715 members 
Mstep: Class 22 contains 9809 members 
Mstep: Class 23 contains 31478 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 19899 members 
Mstep: Class 26 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701456.000000 Penalty: 81759.835938
Iteration 77Q: 27 clusters Score -3.570146e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12636 members 
Mstep: Class 3 contains 11549 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 6600 members 
Mstep: Class 6 contains 36408 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 15310 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 9339 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3506 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 7766 members 
Mstep: Class 16 contains 9102 members 
Mstep: Class 17 contains 37931 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 15700 members 
Mstep: Class 21 contains 7711 members 
Mstep: Class 22 contains 9806 members 
Mstep: Class 23 contains 31422 members 
Mstep: Class 24 contains 10888 members 
Mstep: Class 25 contains 19939 members 
Mstep: Class 26 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701564.000000 Penalty: 81759.835938
Iteration 78Q: 27 clusters Score -3.570156e+07 nChanged 341
Entering ConstructFrom: 
Score: -35701564.000000 Penalty: 81759.835938
Entering ConstructFrom: 
Trying to split cluster 1 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -303896.531250 Penalty: 1968.380371
	Iteration 0F: 2 clusters Score -303896.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -300775.375000 Penalty: 3936.760742
	Iteration 0F: 3 clusters Score -300775.4 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -301457.343750 Penalty: 3936.760742
	Iteration 1F: 3 clusters Score -301457.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -301648.812500 Penalty: 3936.760742
	Iteration 2F: 3 clusters Score -301648.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -301777.000000 Penalty: 3936.760742
	Iteration 3F: 3 clusters Score -301777 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -301916.531250 Penalty: 3936.760742
	Iteration 4Q: 3 clusters Score -301916.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -302089.562500 Penalty: 3936.760742
	Iteration 5F: 3 clusters Score -302089.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -302302.406250 Penalty: 3936.760742
	Iteration 6F: 3 clusters Score -302302.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -302507.406250 Penalty: 3936.760742
	Iteration 7F: 3 clusters Score -302507.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -302681.687500 Penalty: 3936.760742
	Iteration 8Q: 3 clusters Score -302681.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -302796.562500 Penalty: 3936.760742
	Iteration 9Q: 3 clusters Score -302796.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -302881.031250 Penalty: 3936.760742
	Iteration 10Q: 3 clusters Score -302881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -302933.906250 Penalty: 3936.760742
	Iteration 11Q: 3 clusters Score -302933.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -302974.593750 Penalty: 3936.760742
	Iteration 12Q: 3 clusters Score -302974.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -302998.750000 Penalty: 3936.760742
	Iteration 13Q: 3 clusters Score -302998.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -303013.062500 Penalty: 3936.760742
	Iteration 14Q: 3 clusters Score -303013.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -303021.281250 Penalty: 3936.760742
	Iteration 15Q: 3 clusters Score -303021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -303024.031250 Penalty: 3936.760742
	Iteration 16Q: 3 clusters Score -303024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -303026.656250 Penalty: 3936.760742
	Iteration 17Q: 3 clusters Score -303026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -303028.093750 Penalty: 3936.760742
	Iteration 18Q: 3 clusters Score -303028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -303030.406250 Penalty: 3936.760742
	Iteration 19Q: 3 clusters Score -303030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -303030.312500 Penalty: 3936.760742
	Iteration 20F: 3 clusters Score -303030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -303030.937500 Penalty: 3936.760742
	Iteration 21Q: 3 clusters Score -303030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -303032.218750 Penalty: 3936.760742
	Iteration 22Q: 3 clusters Score -303032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -303032.562500 Penalty: 3936.760742
	Iteration 23Q: 3 clusters Score -303032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -303032.812500 Penalty: 3936.760742
	Iteration 24Q: 3 clusters Score -303032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -303032.812500 Penalty: 3936.760742
	Iteration 25F: 3 clusters Score -303032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Entering Unmasked Estep 
Score: -1198509.750000 Penalty: 2342.442627
	Iteration 0F: 2 clusters Score -1198510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1189199.250000 Penalty: 4684.885254
	Iteration 0F: 3 clusters Score -1189199 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1192328.500000 Penalty: 4684.885254
	Iteration 1F: 3 clusters Score -1192328 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1192897.750000 Penalty: 4684.885254
	Iteration 2F: 3 clusters Score -1192898 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1193422.375000 Penalty: 4684.885254
	Iteration 3F: 3 clusters Score -1193422 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1193877.500000 Penalty: 4684.885254
	Iteration 4F: 3 clusters Score -1193878 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1194274.750000 Penalty: 4684.885254
	Iteration 5F: 3 clusters Score -1194275 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1194672.500000 Penalty: 4684.885254
	Iteration 6Q: 3 clusters Score -1194672 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1195055.375000 Penalty: 4684.885254
	Iteration 7Q: 3 clusters Score -1195055 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1195340.500000 Penalty: 4684.885254
	Iteration 8Q: 3 clusters Score -1195340 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1195617.625000 Penalty: 4684.885254
	Iteration 9Q: 3 clusters Score -1195618 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1195857.875000 Penalty: 4684.885254
	Iteration 10Q: 3 clusters Score -1195858 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1196064.875000 Penalty: 4684.885254
	Iteration 11Q: 3 clusters Score -1196065 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1196217.500000 Penalty: 4684.885254
	Iteration 12Q: 3 clusters Score -1196218 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1196338.000000 Penalty: 4684.885254
	Iteration 13Q: 3 clusters Score -1196338 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1196424.250000 Penalty: 4684.885254
	Iteration 14Q: 3 clusters Score -1196424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1196497.125000 Penalty: 4684.885254
	Iteration 15Q: 3 clusters Score -1196497 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1196558.500000 Penalty: 4684.885254
	Iteration 16Q: 3 clusters Score -1196558 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1196602.375000 Penalty: 4684.885254
	Iteration 17Q: 3 clusters Score -1196602 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1196641.500000 Penalty: 4684.885254
	Iteration 18Q: 3 clusters Score -1196642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1196671.250000 Penalty: 4684.885254
	Iteration 19Q: 3 clusters Score -1196671 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1196705.250000 Penalty: 4684.885254
	Iteration 20F: 3 clusters Score -1196705 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1196727.125000 Penalty: 4684.885254
	Iteration 21Q: 3 clusters Score -1196727 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1196748.125000 Penalty: 4684.885254
	Iteration 22Q: 3 clusters Score -1196748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1196765.500000 Penalty: 4684.885254
	Iteration 23Q: 3 clusters Score -1196766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1196779.250000 Penalty: 4684.885254
	Iteration 24Q: 3 clusters Score -1196779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1196789.250000 Penalty: 4684.885254
	Iteration 25Q: 3 clusters Score -1196789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1196804.875000 Penalty: 4684.885254
	Iteration 26Q: 3 clusters Score -1196805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1196814.000000 Penalty: 4684.885254
	Iteration 27Q: 3 clusters Score -1196814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1196820.500000 Penalty: 4684.885254
	Iteration 28Q: 3 clusters Score -1196820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1196828.750000 Penalty: 4684.885254
	Iteration 29Q: 3 clusters Score -1196829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1196832.875000 Penalty: 4684.885254
	Iteration 30Q: 3 clusters Score -1196833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1196836.125000 Penalty: 4684.885254
	Iteration 31Q: 3 clusters Score -1196836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1196844.000000 Penalty: 4684.885254
	Iteration 32Q: 3 clusters Score -1196844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1196848.750000 Penalty: 4684.885254
	Iteration 33Q: 3 clusters Score -1196849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1196847.625000 Penalty: 4684.885254
	Iteration 34Q: 3 clusters Score -1196848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1196852.375000 Penalty: 4684.885254
	Iteration 35Q: 3 clusters Score -1196852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1196853.000000 Penalty: 4684.885254
	Iteration 36Q: 3 clusters Score -1196853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1196854.875000 Penalty: 4684.885254
	Iteration 37Q: 3 clusters Score -1196855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1196858.250000 Penalty: 4684.885254
	Iteration 38Q: 3 clusters Score -1196858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1196860.250000 Penalty: 4684.885254
	Iteration 39Q: 3 clusters Score -1196860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1196860.125000 Penalty: 4684.885254
	Iteration 40F: 3 clusters Score -1196860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1196862.125000 Penalty: 4684.885254
	Iteration 41Q: 3 clusters Score -1196862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1196863.000000 Penalty: 4684.885254
	Iteration 42Q: 3 clusters Score -1196863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1196871.250000 Penalty: 4684.885254
	Iteration 43Q: 3 clusters Score -1196871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1196873.000000 Penalty: 4684.885254
	Iteration 44Q: 3 clusters Score -1196873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1196878.625000 Penalty: 4684.885254
	Iteration 45Q: 3 clusters Score -1196879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1196881.375000 Penalty: 4684.885254
	Iteration 46Q: 3 clusters Score -1196881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1196883.250000 Penalty: 4684.885254
	Iteration 47Q: 3 clusters Score -1196883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1196885.375000 Penalty: 4684.885254
	Iteration 48Q: 3 clusters Score -1196885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1196888.250000 Penalty: 4684.885254
	Iteration 49Q: 3 clusters Score -1196888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1196888.625000 Penalty: 4684.885254
	Iteration 50Q: 3 clusters Score -1196889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1196888.750000 Penalty: 4684.885254
	Iteration 51Q: 3 clusters Score -1196889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1196891.000000 Penalty: 4684.885254
	Iteration 52Q: 3 clusters Score -1196891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1196894.625000 Penalty: 4684.885254
	Iteration 53Q: 3 clusters Score -1196895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1196895.375000 Penalty: 4684.885254
	Iteration 54Q: 3 clusters Score -1196895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1196896.000000 Penalty: 4684.885254
	Iteration 55Q: 3 clusters Score -1196896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1196893.625000 Penalty: 4684.885254
	Iteration 56Q: 3 clusters Score -1196894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1196895.500000 Penalty: 4684.885254
	Iteration 57Q: 3 clusters Score -1196896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1196894.750000 Penalty: 4684.885254
	Iteration 58Q: 3 clusters Score -1196895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1196898.375000 Penalty: 4684.885254
	Iteration 59Q: 3 clusters Score -1196898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1196898.625000 Penalty: 4684.885254
	Iteration 60F: 3 clusters Score -1196899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1196899.375000 Penalty: 4684.885254
	Iteration 61Q: 3 clusters Score -1196899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1196900.000000 Penalty: 4684.885254
	Iteration 62Q: 3 clusters Score -1196900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1196903.625000 Penalty: 4684.885254
	Iteration 63Q: 3 clusters Score -1196904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1196907.375000 Penalty: 4684.885254
	Iteration 64Q: 3 clusters Score -1196907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1196907.500000 Penalty: 4684.885254
	Iteration 65Q: 3 clusters Score -1196908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1196911.625000 Penalty: 4684.885254
	Iteration 66Q: 3 clusters Score -1196912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1196911.625000 Penalty: 4684.885254
	Iteration 67F: 3 clusters Score -1196912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Entering Unmasked Estep 
Score: -1385607.375000 Penalty: 2319.858154
	Iteration 0F: 2 clusters Score -1385607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1377004.250000 Penalty: 4639.716309
	Iteration 0F: 3 clusters Score -1377004 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1379540.500000 Penalty: 4639.716309
	Iteration 1F: 3 clusters Score -1379540 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1379814.000000 Penalty: 4639.716309
	Iteration 2F: 3 clusters Score -1379814 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1380000.750000 Penalty: 4639.716309
	Iteration 3Q: 3 clusters Score -1380001 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1380126.875000 Penalty: 4639.716309
	Iteration 4Q: 3 clusters Score -1380127 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1380236.500000 Penalty: 4639.716309
	Iteration 5Q: 3 clusters Score -1380236 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1380334.875000 Penalty: 4639.716309
	Iteration 6Q: 3 clusters Score -1380335 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1380446.375000 Penalty: 4639.716309
	Iteration 7Q: 3 clusters Score -1380446 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1380576.625000 Penalty: 4639.716309
	Iteration 8Q: 3 clusters Score -1380577 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1380711.250000 Penalty: 4639.716309
	Iteration 9Q: 3 clusters Score -1380711 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1380875.625000 Penalty: 4639.716309
	Iteration 10Q: 3 clusters Score -1380876 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1381054.875000 Penalty: 4639.716309
	Iteration 11Q: 3 clusters Score -1381055 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1381284.750000 Penalty: 4639.716309
	Iteration 12Q: 3 clusters Score -1381285 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1381522.750000 Penalty: 4639.716309
	Iteration 13Q: 3 clusters Score -1381523 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1381807.875000 Penalty: 4639.716309
	Iteration 14Q: 3 clusters Score -1381808 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1382110.750000 Penalty: 4639.716309
	Iteration 15Q: 3 clusters Score -1382111 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1382433.250000 Penalty: 4639.716309
	Iteration 16Q: 3 clusters Score -1382433 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1382702.000000 Penalty: 4639.716309
	Iteration 17Q: 3 clusters Score -1382702 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1382939.250000 Penalty: 4639.716309
	Iteration 18Q: 3 clusters Score -1382939 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1383099.375000 Penalty: 4639.716309
	Iteration 19Q: 3 clusters Score -1383099 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1383257.625000 Penalty: 4639.716309
	Iteration 20F: 3 clusters Score -1383258 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1383376.625000 Penalty: 4639.716309
	Iteration 21Q: 3 clusters Score -1383377 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1383465.875000 Penalty: 4639.716309
	Iteration 22Q: 3 clusters Score -1383466 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1383525.750000 Penalty: 4639.716309
	Iteration 23Q: 3 clusters Score -1383526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1383566.500000 Penalty: 4639.716309
	Iteration 24Q: 3 clusters Score -1383566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1383603.250000 Penalty: 4639.716309
	Iteration 25Q: 3 clusters Score -1383603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1383625.500000 Penalty: 4639.716309
	Iteration 26Q: 3 clusters Score -1383626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1383654.125000 Penalty: 4639.716309
	Iteration 27Q: 3 clusters Score -1383654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1383664.125000 Penalty: 4639.716309
	Iteration 28Q: 3 clusters Score -1383664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1383673.500000 Penalty: 4639.716309
	Iteration 29Q: 3 clusters Score -1383674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1383677.000000 Penalty: 4639.716309
	Iteration 30Q: 3 clusters Score -1383677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1383682.375000 Penalty: 4639.716309
	Iteration 31Q: 3 clusters Score -1383682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1383684.750000 Penalty: 4639.716309
	Iteration 32Q: 3 clusters Score -1383685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1383687.000000 Penalty: 4639.716309
	Iteration 33Q: 3 clusters Score -1383687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1383690.250000 Penalty: 4639.716309
	Iteration 34Q: 3 clusters Score -1383690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1383690.750000 Penalty: 4639.716309
	Iteration 35Q: 3 clusters Score -1383691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1383692.000000 Penalty: 4639.716309
	Iteration 36Q: 3 clusters Score -1383692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1383693.875000 Penalty: 4639.716309
	Iteration 37Q: 3 clusters Score -1383694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1383693.875000 Penalty: 4639.716309
	Iteration 38F: 3 clusters Score -1383694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -380491.250000 Penalty: 2005.276978
	Iteration 0F: 2 clusters Score -380491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -377057.250000 Penalty: 4010.553955
	Iteration 0F: 3 clusters Score -377057.2 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -377782.437500 Penalty: 4010.553955
	Iteration 1F: 3 clusters Score -377782.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -378033.781250 Penalty: 4010.553955
	Iteration 2F: 3 clusters Score -378033.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -378209.125000 Penalty: 4010.553955
	Iteration 3F: 3 clusters Score -378209.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -378341.125000 Penalty: 4010.553955
	Iteration 4Q: 3 clusters Score -378341.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -378428.093750 Penalty: 4010.553955
	Iteration 5Q: 3 clusters Score -378428.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -378537.218750 Penalty: 4010.553955
	Iteration 6Q: 3 clusters Score -378537.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -378663.437500 Penalty: 4010.553955
	Iteration 7Q: 3 clusters Score -378663.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -378802.843750 Penalty: 4010.553955
	Iteration 8Q: 3 clusters Score -378802.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -378984.343750 Penalty: 4010.553955
	Iteration 9Q: 3 clusters Score -378984.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -379113.656250 Penalty: 4010.553955
	Iteration 10Q: 3 clusters Score -379113.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -379204.843750 Penalty: 4010.553955
	Iteration 11Q: 3 clusters Score -379204.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -379320.062500 Penalty: 4010.553955
	Iteration 12Q: 3 clusters Score -379320.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -379453.406250 Penalty: 4010.553955
	Iteration 13Q: 3 clusters Score -379453.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -379564.312500 Penalty: 4010.553955
	Iteration 14Q: 3 clusters Score -379564.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -379638.437500 Penalty: 4010.553955
	Iteration 15Q: 3 clusters Score -379638.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -379685.468750 Penalty: 4010.553955
	Iteration 16Q: 3 clusters Score -379685.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -379718.156250 Penalty: 4010.553955
	Iteration 17Q: 3 clusters Score -379718.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -379731.218750 Penalty: 4010.553955
	Iteration 18Q: 3 clusters Score -379731.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -379740.031250 Penalty: 4010.553955
	Iteration 19Q: 3 clusters Score -379740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -379746.062500 Penalty: 4010.553955
	Iteration 20F: 3 clusters Score -379746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -379750.937500 Penalty: 4010.553955
	Iteration 21Q: 3 clusters Score -379750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -379755.593750 Penalty: 4010.553955
	Iteration 22Q: 3 clusters Score -379755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -379758.843750 Penalty: 4010.553955
	Iteration 23Q: 3 clusters Score -379758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -379765.468750 Penalty: 4010.553955
	Iteration 24Q: 3 clusters Score -379765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -379770.031250 Penalty: 4010.553955
	Iteration 25Q: 3 clusters Score -379770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -379774.687500 Penalty: 4010.553955
	Iteration 26Q: 3 clusters Score -379774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -379780.062500 Penalty: 4010.553955
	Iteration 27Q: 3 clusters Score -379780.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -379783.531250 Penalty: 4010.553955
	Iteration 28Q: 3 clusters Score -379783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -379787.093750 Penalty: 4010.553955
	Iteration 29Q: 3 clusters Score -379787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -379793.656250 Penalty: 4010.553955
	Iteration 30Q: 3 clusters Score -379793.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -379799.312500 Penalty: 4010.553955
	Iteration 31Q: 3 clusters Score -379799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -379806.312500 Penalty: 4010.553955
	Iteration 32Q: 3 clusters Score -379806.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -379810.531250 Penalty: 4010.553955
	Iteration 33Q: 3 clusters Score -379810.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -379814.125000 Penalty: 4010.553955
	Iteration 34Q: 3 clusters Score -379814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -379814.656250 Penalty: 4010.553955
	Iteration 35Q: 3 clusters Score -379814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -379816.343750 Penalty: 4010.553955
	Iteration 36Q: 3 clusters Score -379816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -379816.625000 Penalty: 4010.553955
	Iteration 37Q: 3 clusters Score -379816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -379816.625000 Penalty: 4010.553955
	Iteration 38F: 3 clusters Score -379816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Entering Unmasked Estep 
Score: -792418.125000 Penalty: 2181.041504
	Iteration 0F: 2 clusters Score -792418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -786908.562500 Penalty: 4362.083008
	Iteration 0F: 3 clusters Score -786908.6 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -788384.937500 Penalty: 4362.083008
	Iteration 1F: 3 clusters Score -788384.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -788668.375000 Penalty: 4362.083008
	Iteration 2F: 3 clusters Score -788668.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -788891.187500 Penalty: 4362.083008
	Iteration 3F: 3 clusters Score -788891.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -789082.625000 Penalty: 4362.083008
	Iteration 4Q: 3 clusters Score -789082.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -789267.187500 Penalty: 4362.083008
	Iteration 5Q: 3 clusters Score -789267.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -789432.312500 Penalty: 4362.083008
	Iteration 6Q: 3 clusters Score -789432.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -789601.125000 Penalty: 4362.083008
	Iteration 7Q: 3 clusters Score -789601.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -789771.812500 Penalty: 4362.083008
	Iteration 8Q: 3 clusters Score -789771.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -789933.000000 Penalty: 4362.083008
	Iteration 9Q: 3 clusters Score -789933 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -790066.750000 Penalty: 4362.083008
	Iteration 10Q: 3 clusters Score -790066.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -790177.000000 Penalty: 4362.083008
	Iteration 11Q: 3 clusters Score -790177 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -790254.000000 Penalty: 4362.083008
	Iteration 12Q: 3 clusters Score -790254 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -790312.125000 Penalty: 4362.083008
	Iteration 13Q: 3 clusters Score -790312.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -790353.125000 Penalty: 4362.083008
	Iteration 14Q: 3 clusters Score -790353.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -790385.187500 Penalty: 4362.083008
	Iteration 15Q: 3 clusters Score -790385.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -790409.312500 Penalty: 4362.083008
	Iteration 16Q: 3 clusters Score -790409.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -790433.250000 Penalty: 4362.083008
	Iteration 17Q: 3 clusters Score -790433.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -790449.312500 Penalty: 4362.083008
	Iteration 18Q: 3 clusters Score -790449.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -790466.375000 Penalty: 4362.083008
	Iteration 19Q: 3 clusters Score -790466.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -790485.437500 Penalty: 4362.083008
	Iteration 20F: 3 clusters Score -790485.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -790500.812500 Penalty: 4362.083008
	Iteration 21Q: 3 clusters Score -790500.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -790517.375000 Penalty: 4362.083008
	Iteration 22Q: 3 clusters Score -790517.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -790532.562500 Penalty: 4362.083008
	Iteration 23Q: 3 clusters Score -790532.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -790551.125000 Penalty: 4362.083008
	Iteration 24Q: 3 clusters Score -790551.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -790571.750000 Penalty: 4362.083008
	Iteration 25Q: 3 clusters Score -790571.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -790590.187500 Penalty: 4362.083008
	Iteration 26Q: 3 clusters Score -790590.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -790600.125000 Penalty: 4362.083008
	Iteration 27Q: 3 clusters Score -790600.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -790611.687500 Penalty: 4362.083008
	Iteration 28Q: 3 clusters Score -790611.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -790617.562500 Penalty: 4362.083008
	Iteration 29Q: 3 clusters Score -790617.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -790620.562500 Penalty: 4362.083008
	Iteration 30Q: 3 clusters Score -790620.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -790626.750000 Penalty: 4362.083008
	Iteration 31Q: 3 clusters Score -790626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -790628.875000 Penalty: 4362.083008
	Iteration 32Q: 3 clusters Score -790628.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -790630.125000 Penalty: 4362.083008
	Iteration 33Q: 3 clusters Score -790630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -790631.750000 Penalty: 4362.083008
	Iteration 34Q: 3 clusters Score -790631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -790631.562500 Penalty: 4362.083008
	Iteration 35Q: 3 clusters Score -790631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -790634.375000 Penalty: 4362.083008
	Iteration 36Q: 3 clusters Score -790634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -790636.937500 Penalty: 4362.083008
	Iteration 37Q: 3 clusters Score -790636.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -790637.062500 Penalty: 4362.083008
	Iteration 38Q: 3 clusters Score -790637.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -790637.625000 Penalty: 4362.083008
	Iteration 39Q: 3 clusters Score -790637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -790636.312500 Penalty: 4362.083008
	Iteration 40F: 3 clusters Score -790636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -790641.312500 Penalty: 4362.083008
	Iteration 41Q: 3 clusters Score -790641.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -790641.250000 Penalty: 4362.083008
	Iteration 42Q: 3 clusters Score -790641.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -790641.500000 Penalty: 4362.083008
	Iteration 43Q: 3 clusters Score -790641.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -790643.000000 Penalty: 4362.083008
	Iteration 44Q: 3 clusters Score -790643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -790642.625000 Penalty: 4362.083008
	Iteration 45Q: 3 clusters Score -790642.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -790643.937500 Penalty: 4362.083008
	Iteration 46Q: 3 clusters Score -790643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -790645.937500 Penalty: 4362.083008
	Iteration 47Q: 3 clusters Score -790645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -790645.375000 Penalty: 4362.083008
	Iteration 48Q: 3 clusters Score -790645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -790646.750000 Penalty: 4362.083008
	Iteration 49Q: 3 clusters Score -790646.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -790647.500000 Penalty: 4362.083008
	Iteration 50Q: 3 clusters Score -790647.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -790650.875000 Penalty: 4362.083008
	Iteration 51Q: 3 clusters Score -790650.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -790650.625000 Penalty: 4362.083008
	Iteration 52Q: 3 clusters Score -790650.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -790649.812500 Penalty: 4362.083008
	Iteration 53Q: 3 clusters Score -790649.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -790650.375000 Penalty: 4362.083008
	Iteration 54Q: 3 clusters Score -790650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -790652.562500 Penalty: 4362.083008
	Iteration 55Q: 3 clusters Score -790652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -790653.687500 Penalty: 4362.083008
	Iteration 56Q: 3 clusters Score -790653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -790655.750000 Penalty: 4362.083008
	Iteration 57Q: 3 clusters Score -790655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -790656.125000 Penalty: 4362.083008
	Iteration 58Q: 3 clusters Score -790656.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -790656.500000 Penalty: 4362.083008
	Iteration 59Q: 3 clusters Score -790656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -790657.875000 Penalty: 4362.083008
	Iteration 60F: 3 clusters Score -790657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -790656.250000 Penalty: 4362.083008
	Iteration 61Q: 3 clusters Score -790656.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -790656.250000 Penalty: 4362.083008
	Iteration 62F: 3 clusters Score -790656.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Entering Unmasked Estep 
Score: -4344928.000000 Penalty: 2604.617188
	Iteration 0F: 2 clusters Score -4344928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4320265.000000 Penalty: 5209.234375
	Iteration 0F: 3 clusters Score -4320265 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4329590.000000 Penalty: 5209.234375
	Iteration 1F: 3 clusters Score -4329590 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4330691.500000 Penalty: 5209.234375
	Iteration 2F: 3 clusters Score -4330692 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4332294.500000 Penalty: 5209.234375
	Iteration 3F: 3 clusters Score -4332294 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -4334675.500000 Penalty: 5209.234375
	Iteration 4F: 3 clusters Score -4334676 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4337351.500000 Penalty: 5209.234375
	Iteration 5F: 3 clusters Score -4337352 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4339739.000000 Penalty: 5209.234375
	Iteration 6F: 3 clusters Score -4339739 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4341432.000000 Penalty: 5209.234375
	Iteration 7F: 3 clusters Score -4341432 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4342416.500000 Penalty: 5209.234375
	Iteration 8Q: 3 clusters Score -4342416 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4342963.500000 Penalty: 5209.234375
	Iteration 9Q: 3 clusters Score -4342964 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4343383.500000 Penalty: 5209.234375
	Iteration 10Q: 3 clusters Score -4343384 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -4343782.000000 Penalty: 5209.234375
	Iteration 11Q: 3 clusters Score -4343782 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4344141.000000 Penalty: 5209.234375
	Iteration 12Q: 3 clusters Score -4344141 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4344443.000000 Penalty: 5209.234375
	Iteration 13Q: 3 clusters Score -4344443 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4344698.000000 Penalty: 5209.234375
	Iteration 14Q: 3 clusters Score -4344698 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4344868.000000 Penalty: 5209.234375
	Iteration 15Q: 3 clusters Score -4344868 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -4345092.000000 Penalty: 5209.234375
	Iteration 16Q: 3 clusters Score -4345092 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4345337.500000 Penalty: 5209.234375
	Iteration 17Q: 3 clusters Score -4345338 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4345519.000000 Penalty: 5209.234375
	Iteration 18Q: 3 clusters Score -4345519 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4345656.000000 Penalty: 5209.234375
	Iteration 19Q: 3 clusters Score -4345656 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4345766.500000 Penalty: 5209.234375
	Iteration 20F: 3 clusters Score -4345766 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4345825.000000 Penalty: 5209.234375
	Iteration 21Q: 3 clusters Score -4345825 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4345885.500000 Penalty: 5209.234375
	Iteration 22Q: 3 clusters Score -4345886 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4345937.000000 Penalty: 5209.234375
	Iteration 23Q: 3 clusters Score -4345937 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4345971.500000 Penalty: 5209.234375
	Iteration 24Q: 3 clusters Score -4345972 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4345990.000000 Penalty: 5209.234375
	Iteration 25Q: 3 clusters Score -4345990 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4346011.000000 Penalty: 5209.234375
	Iteration 26Q: 3 clusters Score -4346011 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4346013.500000 Penalty: 5209.234375
	Iteration 27Q: 3 clusters Score -4346014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4346021.000000 Penalty: 5209.234375
	Iteration 28Q: 3 clusters Score -4346021 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4346062.000000 Penalty: 5209.234375
	Iteration 29Q: 3 clusters Score -4346062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4346076.500000 Penalty: 5209.234375
	Iteration 30Q: 3 clusters Score -4346076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4346106.000000 Penalty: 5209.234375
	Iteration 31Q: 3 clusters Score -4346106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -4346115.000000 Penalty: 5209.234375
	Iteration 32Q: 3 clusters Score -4346115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4346117.500000 Penalty: 5209.234375
	Iteration 33Q: 3 clusters Score -4346118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4346129.000000 Penalty: 5209.234375
	Iteration 34Q: 3 clusters Score -4346129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4346140.000000 Penalty: 5209.234375
	Iteration 35Q: 3 clusters Score -4346140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4346155.500000 Penalty: 5209.234375
	Iteration 36Q: 3 clusters Score -4346156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4346156.500000 Penalty: 5209.234375
	Iteration 37Q: 3 clusters Score -4346156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4346154.500000 Penalty: 5209.234375
	Iteration 38Q: 3 clusters Score -4346154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -4346155.500000 Penalty: 5209.234375
	Iteration 39Q: 3 clusters Score -4346156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4346157.500000 Penalty: 5209.234375
	Iteration 40F: 3 clusters Score -4346158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -4346163.000000 Penalty: 5209.234375
	Iteration 41Q: 3 clusters Score -4346163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4346169.500000 Penalty: 5209.234375
	Iteration 42Q: 3 clusters Score -4346170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -4346178.500000 Penalty: 5209.234375
	Iteration 43Q: 3 clusters Score -4346178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4346181.000000 Penalty: 5209.234375
	Iteration 44Q: 3 clusters Score -4346181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4346177.000000 Penalty: 5209.234375
	Iteration 45Q: 3 clusters Score -4346177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4346179.500000 Penalty: 5209.234375
	Iteration 46Q: 3 clusters Score -4346180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4346176.500000 Penalty: 5209.234375
	Iteration 47Q: 3 clusters Score -4346176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4346178.000000 Penalty: 5209.234375
	Iteration 48Q: 3 clusters Score -4346178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -4346175.000000 Penalty: 5209.234375
	Iteration 49Q: 3 clusters Score -4346175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -4346171.500000 Penalty: 5209.234375
	Iteration 50Q: 3 clusters Score -4346172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -4346175.500000 Penalty: 5209.234375
	Iteration 51Q: 3 clusters Score -4346176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4346190.500000 Penalty: 5209.234375
	Iteration 52Q: 3 clusters Score -4346190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4346186.500000 Penalty: 5209.234375
	Iteration 53Q: 3 clusters Score -4346186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4346190.000000 Penalty: 5209.234375
	Iteration 54Q: 3 clusters Score -4346190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -4346194.500000 Penalty: 5209.234375
	Iteration 55Q: 3 clusters Score -4346194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4346204.500000 Penalty: 5209.234375
	Iteration 56Q: 3 clusters Score -4346204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4346203.000000 Penalty: 5209.234375
	Iteration 57Q: 3 clusters Score -4346203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4346195.500000 Penalty: 5209.234375
	Iteration 58Q: 3 clusters Score -4346196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -4346203.000000 Penalty: 5209.234375
	Iteration 59Q: 3 clusters Score -4346203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4346197.500000 Penalty: 5209.234375
	Iteration 60F: 3 clusters Score -4346198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4346194.000000 Penalty: 5209.234375
	Iteration 61Q: 3 clusters Score -4346194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -4346188.500000 Penalty: 5209.234375
	Iteration 62Q: 3 clusters Score -4346188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -4346199.500000 Penalty: 5209.234375
	Iteration 63Q: 3 clusters Score -4346200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4346201.000000 Penalty: 5209.234375
	Iteration 64Q: 3 clusters Score -4346201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -4346198.000000 Penalty: 5209.234375
	Iteration 65Q: 3 clusters Score -4346198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4346205.000000 Penalty: 5209.234375
	Iteration 66Q: 3 clusters Score -4346205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4346209.500000 Penalty: 5209.234375
	Iteration 67Q: 3 clusters Score -4346210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4346208.000000 Penalty: 5209.234375
	Iteration 68Q: 3 clusters Score -4346208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -4346203.000000 Penalty: 5209.234375
	Iteration 69Q: 3 clusters Score -4346203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -4346203.000000 Penalty: 5209.234375
	Iteration 70Q: 3 clusters Score -4346203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -4346203.000000 Penalty: 5209.234375
	Iteration 71F: 3 clusters Score -4346203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12649 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 14800 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 7764 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 37943 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 15697 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 9803 members 
Mstep: Class 23 contains 31371 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 19977 members 
Mstep: Class 26 contains 2729 members 
Mstep: Class 27 contains 21606 members 
Entering Unmasked Estep 
Score: -35701848.000000 Penalty: 84904.445312
Splitting cluster 6 changes total score from -35701564.000000 to -35701848.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -772497.687500 Penalty: 2177.368408
	Iteration 0F: 2 clusters Score -772497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -766980.000000 Penalty: 4354.736816
	Iteration 0F: 3 clusters Score -766980 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -768408.125000 Penalty: 4354.736816
	Iteration 1F: 3 clusters Score -768408.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -768637.437500 Penalty: 4354.736816
	Iteration 2F: 3 clusters Score -768637.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -768840.750000 Penalty: 4354.736816
	Iteration 3F: 3 clusters Score -768840.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -768980.312500 Penalty: 4354.736816
	Iteration 4Q: 3 clusters Score -768980.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -769081.250000 Penalty: 4354.736816
	Iteration 5Q: 3 clusters Score -769081.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -769156.437500 Penalty: 4354.736816
	Iteration 6Q: 3 clusters Score -769156.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -769219.062500 Penalty: 4354.736816
	Iteration 7Q: 3 clusters Score -769219.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -769279.187500 Penalty: 4354.736816
	Iteration 8Q: 3 clusters Score -769279.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -769341.187500 Penalty: 4354.736816
	Iteration 9Q: 3 clusters Score -769341.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -769398.187500 Penalty: 4354.736816
	Iteration 10Q: 3 clusters Score -769398.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -769455.125000 Penalty: 4354.736816
	Iteration 11Q: 3 clusters Score -769455.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -769503.500000 Penalty: 4354.736816
	Iteration 12Q: 3 clusters Score -769503.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -769545.875000 Penalty: 4354.736816
	Iteration 13Q: 3 clusters Score -769545.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -769585.000000 Penalty: 4354.736816
	Iteration 14Q: 3 clusters Score -769585 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -769617.062500 Penalty: 4354.736816
	Iteration 15Q: 3 clusters Score -769617.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -769647.187500 Penalty: 4354.736816
	Iteration 16Q: 3 clusters Score -769647.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -769674.062500 Penalty: 4354.736816
	Iteration 17Q: 3 clusters Score -769674.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -769708.500000 Penalty: 4354.736816
	Iteration 18Q: 3 clusters Score -769708.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -769752.250000 Penalty: 4354.736816
	Iteration 19Q: 3 clusters Score -769752.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -769801.875000 Penalty: 4354.736816
	Iteration 20F: 3 clusters Score -769801.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -769870.625000 Penalty: 4354.736816
	Iteration 21Q: 3 clusters Score -769870.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -769930.562500 Penalty: 4354.736816
	Iteration 22Q: 3 clusters Score -769930.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -770005.062500 Penalty: 4354.736816
	Iteration 23Q: 3 clusters Score -770005.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -770087.562500 Penalty: 4354.736816
	Iteration 24Q: 3 clusters Score -770087.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -770182.437500 Penalty: 4354.736816
	Iteration 25Q: 3 clusters Score -770182.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -770261.062500 Penalty: 4354.736816
	Iteration 26Q: 3 clusters Score -770261.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -770334.937500 Penalty: 4354.736816
	Iteration 27Q: 3 clusters Score -770334.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -770407.875000 Penalty: 4354.736816
	Iteration 28Q: 3 clusters Score -770407.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -770475.187500 Penalty: 4354.736816
	Iteration 29Q: 3 clusters Score -770475.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -770534.500000 Penalty: 4354.736816
	Iteration 30Q: 3 clusters Score -770534.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -770583.500000 Penalty: 4354.736816
	Iteration 31Q: 3 clusters Score -770583.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -770630.187500 Penalty: 4354.736816
	Iteration 32Q: 3 clusters Score -770630.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -770664.125000 Penalty: 4354.736816
	Iteration 33Q: 3 clusters Score -770664.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -770688.562500 Penalty: 4354.736816
	Iteration 34Q: 3 clusters Score -770688.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -770709.312500 Penalty: 4354.736816
	Iteration 35Q: 3 clusters Score -770709.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -770724.062500 Penalty: 4354.736816
	Iteration 36Q: 3 clusters Score -770724.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -770735.250000 Penalty: 4354.736816
	Iteration 37Q: 3 clusters Score -770735.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -770743.375000 Penalty: 4354.736816
	Iteration 38Q: 3 clusters Score -770743.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -770757.125000 Penalty: 4354.736816
	Iteration 39Q: 3 clusters Score -770757.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -770762.875000 Penalty: 4354.736816
	Iteration 40F: 3 clusters Score -770762.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -770773.062500 Penalty: 4354.736816
	Iteration 41Q: 3 clusters Score -770773.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -770777.687500 Penalty: 4354.736816
	Iteration 42Q: 3 clusters Score -770777.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -770779.812500 Penalty: 4354.736816
	Iteration 43Q: 3 clusters Score -770779.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -770784.562500 Penalty: 4354.736816
	Iteration 44Q: 3 clusters Score -770784.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -770787.125000 Penalty: 4354.736816
	Iteration 45Q: 3 clusters Score -770787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -770788.562500 Penalty: 4354.736816
	Iteration 46Q: 3 clusters Score -770788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -770789.687500 Penalty: 4354.736816
	Iteration 47Q: 3 clusters Score -770789.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -770790.062500 Penalty: 4354.736816
	Iteration 48Q: 3 clusters Score -770790.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -770792.375000 Penalty: 4354.736816
	Iteration 49Q: 3 clusters Score -770792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -770792.937500 Penalty: 4354.736816
	Iteration 50Q: 3 clusters Score -770792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -770793.750000 Penalty: 4354.736816
	Iteration 51Q: 3 clusters Score -770793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -770793.375000 Penalty: 4354.736816
	Iteration 52Q: 3 clusters Score -770793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -770793.375000 Penalty: 4354.736816
	Iteration 53F: 3 clusters Score -770793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Entering Unmasked Estep 
Score: -556382.062500 Penalty: 2161.497559
	Iteration 0F: 2 clusters Score -556382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -551187.312500 Penalty: 4322.995117
	Iteration 0F: 3 clusters Score -551187.3 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -552667.375000 Penalty: 4322.995117
	Iteration 1F: 3 clusters Score -552667.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -553010.500000 Penalty: 4322.995117
	Iteration 2F: 3 clusters Score -553010.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -553291.437500 Penalty: 4322.995117
	Iteration 3F: 3 clusters Score -553291.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -553501.687500 Penalty: 4322.995117
	Iteration 4F: 3 clusters Score -553501.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -553642.687500 Penalty: 4322.995117
	Iteration 5Q: 3 clusters Score -553642.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -553751.812500 Penalty: 4322.995117
	Iteration 6Q: 3 clusters Score -553751.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -553847.562500 Penalty: 4322.995117
	Iteration 7Q: 3 clusters Score -553847.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -553937.375000 Penalty: 4322.995117
	Iteration 8Q: 3 clusters Score -553937.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -554003.187500 Penalty: 4322.995117
	Iteration 9Q: 3 clusters Score -554003.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -554047.812500 Penalty: 4322.995117
	Iteration 10Q: 3 clusters Score -554047.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -554085.937500 Penalty: 4322.995117
	Iteration 11Q: 3 clusters Score -554085.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -554112.812500 Penalty: 4322.995117
	Iteration 12Q: 3 clusters Score -554112.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -554138.062500 Penalty: 4322.995117
	Iteration 13Q: 3 clusters Score -554138.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -554165.687500 Penalty: 4322.995117
	Iteration 14Q: 3 clusters Score -554165.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -554190.875000 Penalty: 4322.995117
	Iteration 15Q: 3 clusters Score -554190.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -554213.437500 Penalty: 4322.995117
	Iteration 16Q: 3 clusters Score -554213.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -554240.625000 Penalty: 4322.995117
	Iteration 17Q: 3 clusters Score -554240.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -554257.125000 Penalty: 4322.995117
	Iteration 18Q: 3 clusters Score -554257.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -554276.875000 Penalty: 4322.995117
	Iteration 19Q: 3 clusters Score -554276.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -554298.437500 Penalty: 4322.995117
	Iteration 20F: 3 clusters Score -554298.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -554315.625000 Penalty: 4322.995117
	Iteration 21Q: 3 clusters Score -554315.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -554329.187500 Penalty: 4322.995117
	Iteration 22Q: 3 clusters Score -554329.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -554343.875000 Penalty: 4322.995117
	Iteration 23Q: 3 clusters Score -554343.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -554354.062500 Penalty: 4322.995117
	Iteration 24Q: 3 clusters Score -554354.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -554366.750000 Penalty: 4322.995117
	Iteration 25Q: 3 clusters Score -554366.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -554373.937500 Penalty: 4322.995117
	Iteration 26Q: 3 clusters Score -554373.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -554380.937500 Penalty: 4322.995117
	Iteration 27Q: 3 clusters Score -554380.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -554390.625000 Penalty: 4322.995117
	Iteration 28Q: 3 clusters Score -554390.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -554394.375000 Penalty: 4322.995117
	Iteration 29Q: 3 clusters Score -554394.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -554397.562500 Penalty: 4322.995117
	Iteration 30Q: 3 clusters Score -554397.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -554402.000000 Penalty: 4322.995117
	Iteration 31Q: 3 clusters Score -554402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -554403.937500 Penalty: 4322.995117
	Iteration 32Q: 3 clusters Score -554403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -554405.250000 Penalty: 4322.995117
	Iteration 33Q: 3 clusters Score -554405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -554408.875000 Penalty: 4322.995117
	Iteration 34Q: 3 clusters Score -554408.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -554415.250000 Penalty: 4322.995117
	Iteration 35Q: 3 clusters Score -554415.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -554418.250000 Penalty: 4322.995117
	Iteration 36Q: 3 clusters Score -554418.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -554423.000000 Penalty: 4322.995117
	Iteration 37Q: 3 clusters Score -554423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -554431.062500 Penalty: 4322.995117
	Iteration 38Q: 3 clusters Score -554431.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -554440.937500 Penalty: 4322.995117
	Iteration 39Q: 3 clusters Score -554440.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -554450.437500 Penalty: 4322.995117
	Iteration 40F: 3 clusters Score -554450.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -554458.000000 Penalty: 4322.995117
	Iteration 41Q: 3 clusters Score -554458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -554466.125000 Penalty: 4322.995117
	Iteration 42Q: 3 clusters Score -554466.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -554470.562500 Penalty: 4322.995117
	Iteration 43Q: 3 clusters Score -554470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -554474.812500 Penalty: 4322.995117
	Iteration 44Q: 3 clusters Score -554474.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -554481.437500 Penalty: 4322.995117
	Iteration 45Q: 3 clusters Score -554481.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -554486.125000 Penalty: 4322.995117
	Iteration 46Q: 3 clusters Score -554486.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -554487.500000 Penalty: 4322.995117
	Iteration 47Q: 3 clusters Score -554487.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -554491.687500 Penalty: 4322.995117
	Iteration 48Q: 3 clusters Score -554491.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -554498.750000 Penalty: 4322.995117
	Iteration 49Q: 3 clusters Score -554498.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -554501.562500 Penalty: 4322.995117
	Iteration 50Q: 3 clusters Score -554501.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -554504.312500 Penalty: 4322.995117
	Iteration 51Q: 3 clusters Score -554504.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -554510.000000 Penalty: 4322.995117
	Iteration 52Q: 3 clusters Score -554510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -554511.687500 Penalty: 4322.995117
	Iteration 53Q: 3 clusters Score -554511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -554513.687500 Penalty: 4322.995117
	Iteration 54Q: 3 clusters Score -554513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -554515.250000 Penalty: 4322.995117
	Iteration 55Q: 3 clusters Score -554515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -554516.812500 Penalty: 4322.995117
	Iteration 56Q: 3 clusters Score -554516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -554519.875000 Penalty: 4322.995117
	Iteration 57Q: 3 clusters Score -554519.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -554521.250000 Penalty: 4322.995117
	Iteration 58Q: 3 clusters Score -554521.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -554525.000000 Penalty: 4322.995117
	Iteration 59Q: 3 clusters Score -554525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -554528.125000 Penalty: 4322.995117
	Iteration 60F: 3 clusters Score -554528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -554529.500000 Penalty: 4322.995117
	Iteration 61Q: 3 clusters Score -554529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -554531.437500 Penalty: 4322.995117
	Iteration 62Q: 3 clusters Score -554531.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -554534.375000 Penalty: 4322.995117
	Iteration 63Q: 3 clusters Score -554534.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -554537.437500 Penalty: 4322.995117
	Iteration 64Q: 3 clusters Score -554537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -554538.875000 Penalty: 4322.995117
	Iteration 65Q: 3 clusters Score -554538.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -554538.937500 Penalty: 4322.995117
	Iteration 66Q: 3 clusters Score -554538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -554540.750000 Penalty: 4322.995117
	Iteration 67Q: 3 clusters Score -554540.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -554542.375000 Penalty: 4322.995117
	Iteration 68Q: 3 clusters Score -554542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -554546.187500 Penalty: 4322.995117
	Iteration 69Q: 3 clusters Score -554546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -554549.000000 Penalty: 4322.995117
	Iteration 70Q: 3 clusters Score -554549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -554552.187500 Penalty: 4322.995117
	Iteration 71Q: 3 clusters Score -554552.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -554558.562500 Penalty: 4322.995117
	Iteration 72Q: 3 clusters Score -554558.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -554564.062500 Penalty: 4322.995117
	Iteration 73Q: 3 clusters Score -554564.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -554566.625000 Penalty: 4322.995117
	Iteration 74Q: 3 clusters Score -554566.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -554570.250000 Penalty: 4322.995117
	Iteration 75Q: 3 clusters Score -554570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -554571.437500 Penalty: 4322.995117
	Iteration 76Q: 3 clusters Score -554571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -554574.625000 Penalty: 4322.995117
	Iteration 77Q: 3 clusters Score -554574.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -554578.312500 Penalty: 4322.995117
	Iteration 78Q: 3 clusters Score -554578.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -554581.125000 Penalty: 4322.995117
	Iteration 79Q: 3 clusters Score -554581.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -554582.250000 Penalty: 4322.995117
	Iteration 80F: 3 clusters Score -554582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -554583.687500 Penalty: 4322.995117
	Iteration 81Q: 3 clusters Score -554583.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -554587.687500 Penalty: 4322.995117
	Iteration 82Q: 3 clusters Score -554587.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -554591.562500 Penalty: 4322.995117
	Iteration 83Q: 3 clusters Score -554591.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -554594.750000 Penalty: 4322.995117
	Iteration 84Q: 3 clusters Score -554594.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -554599.187500 Penalty: 4322.995117
	Iteration 85Q: 3 clusters Score -554599.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -554602.062500 Penalty: 4322.995117
	Iteration 86Q: 3 clusters Score -554602.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -554604.125000 Penalty: 4322.995117
	Iteration 87Q: 3 clusters Score -554604.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -554606.312500 Penalty: 4322.995117
	Iteration 88Q: 3 clusters Score -554606.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -554608.250000 Penalty: 4322.995117
	Iteration 89Q: 3 clusters Score -554608.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -554608.750000 Penalty: 4322.995117
	Iteration 90Q: 3 clusters Score -554608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -554608.312500 Penalty: 4322.995117
	Iteration 91Q: 3 clusters Score -554608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -554609.562500 Penalty: 4322.995117
	Iteration 92Q: 3 clusters Score -554609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -554610.250000 Penalty: 4322.995117
	Iteration 93Q: 3 clusters Score -554610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -554610.250000 Penalty: 4322.995117
	Iteration 94F: 3 clusters Score -554610.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Entering Unmasked Estep 
Score: -1847133.750000 Penalty: 2389.760498
	Iteration 0F: 2 clusters Score -1847134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1836057.000000 Penalty: 4779.520996
	Iteration 0F: 3 clusters Score -1836057 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1839632.000000 Penalty: 4779.520996
	Iteration 1F: 3 clusters Score -1839632 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1840037.250000 Penalty: 4779.520996
	Iteration 2F: 3 clusters Score -1840037 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1840420.625000 Penalty: 4779.520996
	Iteration 3F: 3 clusters Score -1840421 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1840816.875000 Penalty: 4779.520996
	Iteration 4F: 3 clusters Score -1840817 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1841250.250000 Penalty: 4779.520996
	Iteration 5Q: 3 clusters Score -1841250 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1841688.250000 Penalty: 4779.520996
	Iteration 6Q: 3 clusters Score -1841688 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1842161.500000 Penalty: 4779.520996
	Iteration 7Q: 3 clusters Score -1842162 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1842608.125000 Penalty: 4779.520996
	Iteration 8F: 3 clusters Score -1842608 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1842960.500000 Penalty: 4779.520996
	Iteration 9Q: 3 clusters Score -1842960 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1843236.250000 Penalty: 4779.520996
	Iteration 10Q: 3 clusters Score -1843236 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1843418.375000 Penalty: 4779.520996
	Iteration 11Q: 3 clusters Score -1843418 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1843571.875000 Penalty: 4779.520996
	Iteration 12Q: 3 clusters Score -1843572 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1843685.250000 Penalty: 4779.520996
	Iteration 13Q: 3 clusters Score -1843685 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1843776.125000 Penalty: 4779.520996
	Iteration 14Q: 3 clusters Score -1843776 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1843833.375000 Penalty: 4779.520996
	Iteration 15Q: 3 clusters Score -1843833 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1843888.000000 Penalty: 4779.520996
	Iteration 16Q: 3 clusters Score -1843888 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1843956.500000 Penalty: 4779.520996
	Iteration 17Q: 3 clusters Score -1843956 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1844011.125000 Penalty: 4779.520996
	Iteration 18Q: 3 clusters Score -1844011 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1844069.625000 Penalty: 4779.520996
	Iteration 19Q: 3 clusters Score -1844070 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1844130.375000 Penalty: 4779.520996
	Iteration 20F: 3 clusters Score -1844130 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1844189.375000 Penalty: 4779.520996
	Iteration 21Q: 3 clusters Score -1844189 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1844239.000000 Penalty: 4779.520996
	Iteration 22Q: 3 clusters Score -1844239 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1844280.500000 Penalty: 4779.520996
	Iteration 23Q: 3 clusters Score -1844280 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1844321.625000 Penalty: 4779.520996
	Iteration 24Q: 3 clusters Score -1844322 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1844368.625000 Penalty: 4779.520996
	Iteration 25Q: 3 clusters Score -1844369 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1844417.125000 Penalty: 4779.520996
	Iteration 26Q: 3 clusters Score -1844417 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1844472.875000 Penalty: 4779.520996
	Iteration 27Q: 3 clusters Score -1844473 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1844507.000000 Penalty: 4779.520996
	Iteration 28Q: 3 clusters Score -1844507 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1844544.500000 Penalty: 4779.520996
	Iteration 29Q: 3 clusters Score -1844544 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1844586.500000 Penalty: 4779.520996
	Iteration 30Q: 3 clusters Score -1844586 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1844616.125000 Penalty: 4779.520996
	Iteration 31Q: 3 clusters Score -1844616 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1844653.125000 Penalty: 4779.520996
	Iteration 32Q: 3 clusters Score -1844653 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1844684.250000 Penalty: 4779.520996
	Iteration 33Q: 3 clusters Score -1844684 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1844701.625000 Penalty: 4779.520996
	Iteration 34Q: 3 clusters Score -1844702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1844727.625000 Penalty: 4779.520996
	Iteration 35Q: 3 clusters Score -1844728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1844746.125000 Penalty: 4779.520996
	Iteration 36Q: 3 clusters Score -1844746 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1844768.750000 Penalty: 4779.520996
	Iteration 37Q: 3 clusters Score -1844769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1844788.875000 Penalty: 4779.520996
	Iteration 38Q: 3 clusters Score -1844789 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1844805.750000 Penalty: 4779.520996
	Iteration 39Q: 3 clusters Score -1844806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1844832.500000 Penalty: 4779.520996
	Iteration 40F: 3 clusters Score -1844832 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1844867.000000 Penalty: 4779.520996
	Iteration 41Q: 3 clusters Score -1844867 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1844890.500000 Penalty: 4779.520996
	Iteration 42Q: 3 clusters Score -1844890 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1844920.750000 Penalty: 4779.520996
	Iteration 43Q: 3 clusters Score -1844921 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1844955.000000 Penalty: 4779.520996
	Iteration 44Q: 3 clusters Score -1844955 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1844992.000000 Penalty: 4779.520996
	Iteration 45Q: 3 clusters Score -1844992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1845025.375000 Penalty: 4779.520996
	Iteration 46Q: 3 clusters Score -1845025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1845054.875000 Penalty: 4779.520996
	Iteration 47Q: 3 clusters Score -1845055 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1845086.375000 Penalty: 4779.520996
	Iteration 48Q: 3 clusters Score -1845086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1845127.125000 Penalty: 4779.520996
	Iteration 49Q: 3 clusters Score -1845127 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1845163.375000 Penalty: 4779.520996
	Iteration 50Q: 3 clusters Score -1845163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1845200.375000 Penalty: 4779.520996
	Iteration 51Q: 3 clusters Score -1845200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1845221.000000 Penalty: 4779.520996
	Iteration 52Q: 3 clusters Score -1845221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1845244.125000 Penalty: 4779.520996
	Iteration 53Q: 3 clusters Score -1845244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1845261.250000 Penalty: 4779.520996
	Iteration 54Q: 3 clusters Score -1845261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1845281.625000 Penalty: 4779.520996
	Iteration 55Q: 3 clusters Score -1845282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1845287.625000 Penalty: 4779.520996
	Iteration 56Q: 3 clusters Score -1845288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1845305.875000 Penalty: 4779.520996
	Iteration 57Q: 3 clusters Score -1845306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1845318.875000 Penalty: 4779.520996
	Iteration 58Q: 3 clusters Score -1845319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1845331.500000 Penalty: 4779.520996
	Iteration 59Q: 3 clusters Score -1845332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1845335.000000 Penalty: 4779.520996
	Iteration 60F: 3 clusters Score -1845335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1845343.875000 Penalty: 4779.520996
	Iteration 61Q: 3 clusters Score -1845344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1845345.875000 Penalty: 4779.520996
	Iteration 62Q: 3 clusters Score -1845346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1845352.125000 Penalty: 4779.520996
	Iteration 63Q: 3 clusters Score -1845352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1845362.500000 Penalty: 4779.520996
	Iteration 64Q: 3 clusters Score -1845362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1845365.500000 Penalty: 4779.520996
	Iteration 65Q: 3 clusters Score -1845366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1845374.625000 Penalty: 4779.520996
	Iteration 66Q: 3 clusters Score -1845375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1845378.000000 Penalty: 4779.520996
	Iteration 67Q: 3 clusters Score -1845378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1845381.375000 Penalty: 4779.520996
	Iteration 68Q: 3 clusters Score -1845381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1845386.250000 Penalty: 4779.520996
	Iteration 69Q: 3 clusters Score -1845386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1845381.750000 Penalty: 4779.520996
	Iteration 70Q: 3 clusters Score -1845382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1845382.750000 Penalty: 4779.520996
	Iteration 71Q: 3 clusters Score -1845383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1845382.500000 Penalty: 4779.520996
	Iteration 72Q: 3 clusters Score -1845382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1845383.875000 Penalty: 4779.520996
	Iteration 73Q: 3 clusters Score -1845384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1845384.750000 Penalty: 4779.520996
	Iteration 74Q: 3 clusters Score -1845385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1845384.125000 Penalty: 4779.520996
	Iteration 75Q: 3 clusters Score -1845384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1845384.250000 Penalty: 4779.520996
	Iteration 76Q: 3 clusters Score -1845384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1845384.750000 Penalty: 4779.520996
	Iteration 77Q: 3 clusters Score -1845385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1845389.125000 Penalty: 4779.520996
	Iteration 78Q: 3 clusters Score -1845389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1845387.625000 Penalty: 4779.520996
	Iteration 79Q: 3 clusters Score -1845388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1845389.750000 Penalty: 4779.520996
	Iteration 80F: 3 clusters Score -1845390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1845390.250000 Penalty: 4779.520996
	Iteration 81Q: 3 clusters Score -1845390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1845390.250000 Penalty: 4779.520996
	Iteration 82F: 3 clusters Score -1845390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Entering Unmasked Estep 
Score: -370860.593750 Penalty: 2096.865967
	Iteration 0F: 2 clusters Score -370860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -366578.218750 Penalty: 4193.731934
	Iteration 0F: 3 clusters Score -366578.2 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -367820.218750 Penalty: 4193.731934
	Iteration 1F: 3 clusters Score -367820.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -368223.843750 Penalty: 4193.731934
	Iteration 2F: 3 clusters Score -368223.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -368630.218750 Penalty: 4193.731934
	Iteration 3F: 3 clusters Score -368630.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -368980.843750 Penalty: 4193.731934
	Iteration 4F: 3 clusters Score -368980.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -369310.687500 Penalty: 4193.731934
	Iteration 5F: 3 clusters Score -369310.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -369592.156250 Penalty: 4193.731934
	Iteration 6F: 3 clusters Score -369592.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -369789.125000 Penalty: 4193.731934
	Iteration 7Q: 3 clusters Score -369789.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -369900.875000 Penalty: 4193.731934
	Iteration 8Q: 3 clusters Score -369900.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -369957.250000 Penalty: 4193.731934
	Iteration 9Q: 3 clusters Score -369957.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -369993.312500 Penalty: 4193.731934
	Iteration 10Q: 3 clusters Score -369993.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -370018.656250 Penalty: 4193.731934
	Iteration 11Q: 3 clusters Score -370018.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -370038.656250 Penalty: 4193.731934
	Iteration 12Q: 3 clusters Score -370038.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -370055.125000 Penalty: 4193.731934
	Iteration 13Q: 3 clusters Score -370055.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -370070.625000 Penalty: 4193.731934
	Iteration 14Q: 3 clusters Score -370070.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -370082.000000 Penalty: 4193.731934
	Iteration 15Q: 3 clusters Score -370082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -370089.343750 Penalty: 4193.731934
	Iteration 16Q: 3 clusters Score -370089.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -370095.656250 Penalty: 4193.731934
	Iteration 17Q: 3 clusters Score -370095.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -370098.437500 Penalty: 4193.731934
	Iteration 18Q: 3 clusters Score -370098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -370099.468750 Penalty: 4193.731934
	Iteration 19Q: 3 clusters Score -370099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -370100.281250 Penalty: 4193.731934
	Iteration 20F: 3 clusters Score -370100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -370100.750000 Penalty: 4193.731934
	Iteration 21Q: 3 clusters Score -370100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -370100.531250 Penalty: 4193.731934
	Iteration 22Q: 3 clusters Score -370100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -370101.250000 Penalty: 4193.731934
	Iteration 23Q: 3 clusters Score -370101.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -370101.656250 Penalty: 4193.731934
	Iteration 24Q: 3 clusters Score -370101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -370101.625000 Penalty: 4193.731934
	Iteration 25Q: 3 clusters Score -370101.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -370102.281250 Penalty: 4193.731934
	Iteration 26Q: 3 clusters Score -370102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -370102.656250 Penalty: 4193.731934
	Iteration 27Q: 3 clusters Score -370102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -370101.875000 Penalty: 4193.731934
	Iteration 28Q: 3 clusters Score -370101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -370101.875000 Penalty: 4193.731934
	Iteration 29F: 3 clusters Score -370101.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Entering Unmasked Estep 
Score: -997052.625000 Penalty: 2267.655762
	Iteration 0F: 2 clusters Score -997052.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -989778.750000 Penalty: 4535.311523
	Iteration 0F: 3 clusters Score -989778.8 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -991991.875000 Penalty: 4535.311523
	Iteration 1F: 3 clusters Score -991991.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -992449.625000 Penalty: 4535.311523
	Iteration 2F: 3 clusters Score -992449.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -992885.000000 Penalty: 4535.311523
	Iteration 3F: 3 clusters Score -992885 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -993295.500000 Penalty: 4535.311523
	Iteration 4F: 3 clusters Score -993295.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -993677.500000 Penalty: 4535.311523
	Iteration 5F: 3 clusters Score -993677.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -994010.437500 Penalty: 4535.311523
	Iteration 6F: 3 clusters Score -994010.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -994266.312500 Penalty: 4535.311523
	Iteration 7Q: 3 clusters Score -994266.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -994481.562500 Penalty: 4535.311523
	Iteration 8Q: 3 clusters Score -994481.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -994645.937500 Penalty: 4535.311523
	Iteration 9Q: 3 clusters Score -994645.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -994751.375000 Penalty: 4535.311523
	Iteration 10Q: 3 clusters Score -994751.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -994848.875000 Penalty: 4535.311523
	Iteration 11Q: 3 clusters Score -994848.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -994928.750000 Penalty: 4535.311523
	Iteration 12Q: 3 clusters Score -994928.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -994997.125000 Penalty: 4535.311523
	Iteration 13Q: 3 clusters Score -994997.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -995065.562500 Penalty: 4535.311523
	Iteration 14Q: 3 clusters Score -995065.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -995118.312500 Penalty: 4535.311523
	Iteration 15Q: 3 clusters Score -995118.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -995169.187500 Penalty: 4535.311523
	Iteration 16Q: 3 clusters Score -995169.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -995211.937500 Penalty: 4535.311523
	Iteration 17Q: 3 clusters Score -995211.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -995249.812500 Penalty: 4535.311523
	Iteration 18Q: 3 clusters Score -995249.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -995276.437500 Penalty: 4535.311523
	Iteration 19Q: 3 clusters Score -995276.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -995298.187500 Penalty: 4535.311523
	Iteration 20F: 3 clusters Score -995298.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -995321.812500 Penalty: 4535.311523
	Iteration 21Q: 3 clusters Score -995321.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -995338.875000 Penalty: 4535.311523
	Iteration 22Q: 3 clusters Score -995338.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -995357.125000 Penalty: 4535.311523
	Iteration 23Q: 3 clusters Score -995357.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -995378.500000 Penalty: 4535.311523
	Iteration 24Q: 3 clusters Score -995378.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -995398.312500 Penalty: 4535.311523
	Iteration 25Q: 3 clusters Score -995398.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -995411.687500 Penalty: 4535.311523
	Iteration 26Q: 3 clusters Score -995411.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -995429.625000 Penalty: 4535.311523
	Iteration 27Q: 3 clusters Score -995429.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -995448.562500 Penalty: 4535.311523
	Iteration 28Q: 3 clusters Score -995448.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -995470.125000 Penalty: 4535.311523
	Iteration 29Q: 3 clusters Score -995470.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -995492.687500 Penalty: 4535.311523
	Iteration 30Q: 3 clusters Score -995492.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -995511.937500 Penalty: 4535.311523
	Iteration 31Q: 3 clusters Score -995511.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -995526.312500 Penalty: 4535.311523
	Iteration 32Q: 3 clusters Score -995526.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -995534.875000 Penalty: 4535.311523
	Iteration 33Q: 3 clusters Score -995534.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -995540.750000 Penalty: 4535.311523
	Iteration 34Q: 3 clusters Score -995540.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -995544.500000 Penalty: 4535.311523
	Iteration 35Q: 3 clusters Score -995544.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -995549.875000 Penalty: 4535.311523
	Iteration 36Q: 3 clusters Score -995549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -995549.937500 Penalty: 4535.311523
	Iteration 37Q: 3 clusters Score -995549.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -995551.812500 Penalty: 4535.311523
	Iteration 38Q: 3 clusters Score -995551.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -995555.937500 Penalty: 4535.311523
	Iteration 39Q: 3 clusters Score -995555.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -995556.375000 Penalty: 4535.311523
	Iteration 40F: 3 clusters Score -995556.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -995558.875000 Penalty: 4535.311523
	Iteration 41Q: 3 clusters Score -995558.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -995558.750000 Penalty: 4535.311523
	Iteration 42Q: 3 clusters Score -995558.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -995563.687500 Penalty: 4535.311523
	Iteration 43Q: 3 clusters Score -995563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -995561.375000 Penalty: 4535.311523
	Iteration 44Q: 3 clusters Score -995561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -995562.312500 Penalty: 4535.311523
	Iteration 45Q: 3 clusters Score -995562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -995562.937500 Penalty: 4535.311523
	Iteration 46Q: 3 clusters Score -995562.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -995564.687500 Penalty: 4535.311523
	Iteration 47Q: 3 clusters Score -995564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -995564.687500 Penalty: 4535.311523
	Iteration 48F: 3 clusters Score -995564.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Entering Unmasked Estep 
Score: -1826206.250000 Penalty: 2386.777832
	Iteration 0F: 2 clusters Score -1826206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1815261.500000 Penalty: 4773.555664
	Iteration 0F: 3 clusters Score -1815262 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1818878.750000 Penalty: 4773.555664
	Iteration 1F: 3 clusters Score -1818879 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1819551.875000 Penalty: 4773.555664
	Iteration 2F: 3 clusters Score -1819552 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1820355.250000 Penalty: 4773.555664
	Iteration 3F: 3 clusters Score -1820355 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1821392.750000 Penalty: 4773.555664
	Iteration 4F: 3 clusters Score -1821393 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1822515.500000 Penalty: 4773.555664
	Iteration 5F: 3 clusters Score -1822516 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1823435.375000 Penalty: 4773.555664
	Iteration 6F: 3 clusters Score -1823435 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1824079.250000 Penalty: 4773.555664
	Iteration 7F: 3 clusters Score -1824079 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1824604.000000 Penalty: 4773.555664
	Iteration 8Q: 3 clusters Score -1824604 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1824989.750000 Penalty: 4773.555664
	Iteration 9Q: 3 clusters Score -1824990 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1825281.875000 Penalty: 4773.555664
	Iteration 10Q: 3 clusters Score -1825282 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1825461.125000 Penalty: 4773.555664
	Iteration 11Q: 3 clusters Score -1825461 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1825537.250000 Penalty: 4773.555664
	Iteration 12Q: 3 clusters Score -1825537 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1825569.375000 Penalty: 4773.555664
	Iteration 13Q: 3 clusters Score -1825569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1825594.875000 Penalty: 4773.555664
	Iteration 14Q: 3 clusters Score -1825595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1825601.375000 Penalty: 4773.555664
	Iteration 15Q: 3 clusters Score -1825601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1825612.875000 Penalty: 4773.555664
	Iteration 16Q: 3 clusters Score -1825613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1825612.250000 Penalty: 4773.555664
	Iteration 17Q: 3 clusters Score -1825612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1825616.250000 Penalty: 4773.555664
	Iteration 18Q: 3 clusters Score -1825616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1825618.125000 Penalty: 4773.555664
	Iteration 19Q: 3 clusters Score -1825618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1825619.000000 Penalty: 4773.555664
	Iteration 20F: 3 clusters Score -1825619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1825621.750000 Penalty: 4773.555664
	Iteration 21Q: 3 clusters Score -1825622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1825620.375000 Penalty: 4773.555664
	Iteration 22Q: 3 clusters Score -1825620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1825619.875000 Penalty: 4773.555664
	Iteration 23Q: 3 clusters Score -1825620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1825619.750000 Penalty: 4773.555664
	Iteration 24Q: 3 clusters Score -1825620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1825619.750000 Penalty: 4773.555664
	Iteration 25F: 3 clusters Score -1825620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Entering Unmasked Estep 
Score: -415249.281250 Penalty: 2024.869141
	Iteration 0F: 2 clusters Score -415249.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -411710.125000 Penalty: 4049.738281
	Iteration 0F: 3 clusters Score -411710.1 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -412554.406250 Penalty: 4049.738281
	Iteration 1F: 3 clusters Score -412554.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -412833.593750 Penalty: 4049.738281
	Iteration 2F: 3 clusters Score -412833.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -413088.812500 Penalty: 4049.738281
	Iteration 3F: 3 clusters Score -413088.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -413284.968750 Penalty: 4049.738281
	Iteration 4F: 3 clusters Score -413285 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -413427.125000 Penalty: 4049.738281
	Iteration 5Q: 3 clusters Score -413427.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -413520.406250 Penalty: 4049.738281
	Iteration 6Q: 3 clusters Score -413520.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -413579.343750 Penalty: 4049.738281
	Iteration 7Q: 3 clusters Score -413579.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -413615.187500 Penalty: 4049.738281
	Iteration 8Q: 3 clusters Score -413615.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -413652.875000 Penalty: 4049.738281
	Iteration 9Q: 3 clusters Score -413652.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -413697.593750 Penalty: 4049.738281
	Iteration 10Q: 3 clusters Score -413697.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -413744.031250 Penalty: 4049.738281
	Iteration 11Q: 3 clusters Score -413744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -413782.468750 Penalty: 4049.738281
	Iteration 12Q: 3 clusters Score -413782.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -413810.500000 Penalty: 4049.738281
	Iteration 13Q: 3 clusters Score -413810.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -413838.000000 Penalty: 4049.738281
	Iteration 14Q: 3 clusters Score -413838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -413858.500000 Penalty: 4049.738281
	Iteration 15Q: 3 clusters Score -413858.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -413877.750000 Penalty: 4049.738281
	Iteration 16Q: 3 clusters Score -413877.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -413905.562500 Penalty: 4049.738281
	Iteration 17Q: 3 clusters Score -413905.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -413928.500000 Penalty: 4049.738281
	Iteration 18Q: 3 clusters Score -413928.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -413955.218750 Penalty: 4049.738281
	Iteration 19Q: 3 clusters Score -413955.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -413974.718750 Penalty: 4049.738281
	Iteration 20F: 3 clusters Score -413974.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -413994.156250 Penalty: 4049.738281
	Iteration 21Q: 3 clusters Score -413994.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -414019.875000 Penalty: 4049.738281
	Iteration 22Q: 3 clusters Score -414019.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -414047.437500 Penalty: 4049.738281
	Iteration 23Q: 3 clusters Score -414047.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -414082.531250 Penalty: 4049.738281
	Iteration 24Q: 3 clusters Score -414082.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -414116.000000 Penalty: 4049.738281
	Iteration 25Q: 3 clusters Score -414116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -414144.031250 Penalty: 4049.738281
	Iteration 26Q: 3 clusters Score -414144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -414167.968750 Penalty: 4049.738281
	Iteration 27Q: 3 clusters Score -414168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -414190.906250 Penalty: 4049.738281
	Iteration 28Q: 3 clusters Score -414190.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -414211.812500 Penalty: 4049.738281
	Iteration 29Q: 3 clusters Score -414211.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -414221.406250 Penalty: 4049.738281
	Iteration 30Q: 3 clusters Score -414221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -414229.531250 Penalty: 4049.738281
	Iteration 31Q: 3 clusters Score -414229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -414231.093750 Penalty: 4049.738281
	Iteration 32Q: 3 clusters Score -414231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -414233.468750 Penalty: 4049.738281
	Iteration 33Q: 3 clusters Score -414233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -414236.312500 Penalty: 4049.738281
	Iteration 34Q: 3 clusters Score -414236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -414236.906250 Penalty: 4049.738281
	Iteration 35Q: 3 clusters Score -414236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -414240.781250 Penalty: 4049.738281
	Iteration 36Q: 3 clusters Score -414240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -414241.937500 Penalty: 4049.738281
	Iteration 37Q: 3 clusters Score -414241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -414243.062500 Penalty: 4049.738281
	Iteration 38Q: 3 clusters Score -414243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -414243.812500 Penalty: 4049.738281
	Iteration 39Q: 3 clusters Score -414243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -414245.718750 Penalty: 4049.738281
	Iteration 40F: 3 clusters Score -414245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -414249.000000 Penalty: 4049.738281
	Iteration 41Q: 3 clusters Score -414249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -414251.312500 Penalty: 4049.738281
	Iteration 42Q: 3 clusters Score -414251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -414252.031250 Penalty: 4049.738281
	Iteration 43Q: 3 clusters Score -414252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -414252.031250 Penalty: 4049.738281
	Iteration 44F: 3 clusters Score -414252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Entering Unmasked Estep 
Score: -2039500.375000 Penalty: 2439.437012
	Iteration 0F: 2 clusters Score -2039500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2026215.125000 Penalty: 4878.874023
	Iteration 0F: 3 clusters Score -2026215 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2030739.000000 Penalty: 4878.874023
	Iteration 1F: 3 clusters Score -2030739 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2031287.875000 Penalty: 4878.874023
	Iteration 2F: 3 clusters Score -2031288 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2031855.250000 Penalty: 4878.874023
	Iteration 3F: 3 clusters Score -2031855 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2032486.250000 Penalty: 4878.874023
	Iteration 4F: 3 clusters Score -2032486 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2033092.000000 Penalty: 4878.874023
	Iteration 5F: 3 clusters Score -2033092 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2033693.125000 Penalty: 4878.874023
	Iteration 6F: 3 clusters Score -2033693 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2034259.000000 Penalty: 4878.874023
	Iteration 7F: 3 clusters Score -2034259 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2034835.875000 Penalty: 4878.874023
	Iteration 8F: 3 clusters Score -2034836 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2035352.500000 Penalty: 4878.874023
	Iteration 9Q: 3 clusters Score -2035352 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2035778.875000 Penalty: 4878.874023
	Iteration 10Q: 3 clusters Score -2035779 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2036095.750000 Penalty: 4878.874023
	Iteration 11Q: 3 clusters Score -2036096 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2036319.250000 Penalty: 4878.874023
	Iteration 12Q: 3 clusters Score -2036319 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2036473.875000 Penalty: 4878.874023
	Iteration 13Q: 3 clusters Score -2036474 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2036576.750000 Penalty: 4878.874023
	Iteration 14Q: 3 clusters Score -2036577 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2036651.250000 Penalty: 4878.874023
	Iteration 15Q: 3 clusters Score -2036651 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2036728.375000 Penalty: 4878.874023
	Iteration 16Q: 3 clusters Score -2036728 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2036790.125000 Penalty: 4878.874023
	Iteration 17Q: 3 clusters Score -2036790 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2036840.875000 Penalty: 4878.874023
	Iteration 18Q: 3 clusters Score -2036841 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2036880.125000 Penalty: 4878.874023
	Iteration 19Q: 3 clusters Score -2036880 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2036910.625000 Penalty: 4878.874023
	Iteration 20F: 3 clusters Score -2036911 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2036926.875000 Penalty: 4878.874023
	Iteration 21Q: 3 clusters Score -2036927 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2036945.125000 Penalty: 4878.874023
	Iteration 22Q: 3 clusters Score -2036945 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2036964.000000 Penalty: 4878.874023
	Iteration 23Q: 3 clusters Score -2036964 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2036975.875000 Penalty: 4878.874023
	Iteration 24Q: 3 clusters Score -2036976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2036992.125000 Penalty: 4878.874023
	Iteration 25Q: 3 clusters Score -2036992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2037004.500000 Penalty: 4878.874023
	Iteration 26Q: 3 clusters Score -2037004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2037013.375000 Penalty: 4878.874023
	Iteration 27Q: 3 clusters Score -2037013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2037018.875000 Penalty: 4878.874023
	Iteration 28Q: 3 clusters Score -2037019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2037028.125000 Penalty: 4878.874023
	Iteration 29Q: 3 clusters Score -2037028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2037038.000000 Penalty: 4878.874023
	Iteration 30Q: 3 clusters Score -2037038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2037044.750000 Penalty: 4878.874023
	Iteration 31Q: 3 clusters Score -2037045 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2037052.625000 Penalty: 4878.874023
	Iteration 32Q: 3 clusters Score -2037053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2037061.250000 Penalty: 4878.874023
	Iteration 33Q: 3 clusters Score -2037061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2037071.250000 Penalty: 4878.874023
	Iteration 34Q: 3 clusters Score -2037071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2037075.750000 Penalty: 4878.874023
	Iteration 35Q: 3 clusters Score -2037076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2037081.750000 Penalty: 4878.874023
	Iteration 36Q: 3 clusters Score -2037082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2037095.375000 Penalty: 4878.874023
	Iteration 37Q: 3 clusters Score -2037095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2037095.625000 Penalty: 4878.874023
	Iteration 38Q: 3 clusters Score -2037096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2037102.375000 Penalty: 4878.874023
	Iteration 39Q: 3 clusters Score -2037102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2037107.250000 Penalty: 4878.874023
	Iteration 40F: 3 clusters Score -2037107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2037111.000000 Penalty: 4878.874023
	Iteration 41Q: 3 clusters Score -2037111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2037119.625000 Penalty: 4878.874023
	Iteration 42Q: 3 clusters Score -2037120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2037128.000000 Penalty: 4878.874023
	Iteration 43Q: 3 clusters Score -2037128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2037132.125000 Penalty: 4878.874023
	Iteration 44Q: 3 clusters Score -2037132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2037140.125000 Penalty: 4878.874023
	Iteration 45Q: 3 clusters Score -2037140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2037141.250000 Penalty: 4878.874023
	Iteration 46Q: 3 clusters Score -2037141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2037144.000000 Penalty: 4878.874023
	Iteration 47Q: 3 clusters Score -2037144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2037144.875000 Penalty: 4878.874023
	Iteration 48Q: 3 clusters Score -2037145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2037144.375000 Penalty: 4878.874023
	Iteration 49Q: 3 clusters Score -2037144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2037146.250000 Penalty: 4878.874023
	Iteration 50Q: 3 clusters Score -2037146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2037145.250000 Penalty: 4878.874023
	Iteration 51Q: 3 clusters Score -2037145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2037144.500000 Penalty: 4878.874023
	Iteration 52Q: 3 clusters Score -2037144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2037143.125000 Penalty: 4878.874023
	Iteration 53Q: 3 clusters Score -2037143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2037146.500000 Penalty: 4878.874023
	Iteration 54Q: 3 clusters Score -2037146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2037146.625000 Penalty: 4878.874023
	Iteration 55Q: 3 clusters Score -2037147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2037143.500000 Penalty: 4878.874023
	Iteration 56Q: 3 clusters Score -2037144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2037144.500000 Penalty: 4878.874023
	Iteration 57Q: 3 clusters Score -2037144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2037144.500000 Penalty: 4878.874023
	Iteration 58Q: 3 clusters Score -2037144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2037143.125000 Penalty: 4878.874023
	Iteration 59Q: 3 clusters Score -2037143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2037145.000000 Penalty: 4878.874023
	Iteration 60F: 3 clusters Score -2037145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2037144.375000 Penalty: 4878.874023
	Iteration 61Q: 3 clusters Score -2037144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2037145.500000 Penalty: 4878.874023
	Iteration 62Q: 3 clusters Score -2037146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2037146.750000 Penalty: 4878.874023
	Iteration 63Q: 3 clusters Score -2037147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2037146.000000 Penalty: 4878.874023
	Iteration 64Q: 3 clusters Score -2037146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2037146.625000 Penalty: 4878.874023
	Iteration 65Q: 3 clusters Score -2037147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2037146.875000 Penalty: 4878.874023
	Iteration 66Q: 3 clusters Score -2037147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2037149.000000 Penalty: 4878.874023
	Iteration 67Q: 3 clusters Score -2037149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2037147.000000 Penalty: 4878.874023
	Iteration 68Q: 3 clusters Score -2037147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2037148.625000 Penalty: 4878.874023
	Iteration 69Q: 3 clusters Score -2037149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2037148.625000 Penalty: 4878.874023
	Iteration 70F: 3 clusters Score -2037149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Entering Unmasked Estep 
Score: -910536.125000 Penalty: 2221.398682
	Iteration 0F: 2 clusters Score -910536.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -904318.687500 Penalty: 4442.797363
	Iteration 0F: 3 clusters Score -904318.7 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -905959.000000 Penalty: 4442.797363
	Iteration 1F: 3 clusters Score -905959 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -906357.062500 Penalty: 4442.797363
	Iteration 2F: 3 clusters Score -906357.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -906886.812500 Penalty: 4442.797363
	Iteration 3F: 3 clusters Score -906886.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -907496.562500 Penalty: 4442.797363
	Iteration 4F: 3 clusters Score -907496.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -908095.187500 Penalty: 4442.797363
	Iteration 5F: 3 clusters Score -908095.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -908704.875000 Penalty: 4442.797363
	Iteration 6F: 3 clusters Score -908704.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -909291.937500 Penalty: 4442.797363
	Iteration 7F: 3 clusters Score -909291.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -909725.875000 Penalty: 4442.797363
	Iteration 8F: 3 clusters Score -909725.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -909998.750000 Penalty: 4442.797363
	Iteration 9Q: 3 clusters Score -909998.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -910129.312500 Penalty: 4442.797363
	Iteration 10Q: 3 clusters Score -910129.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -910202.500000 Penalty: 4442.797363
	Iteration 11Q: 3 clusters Score -910202.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -910246.125000 Penalty: 4442.797363
	Iteration 12Q: 3 clusters Score -910246.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -910275.562500 Penalty: 4442.797363
	Iteration 13Q: 3 clusters Score -910275.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -910295.750000 Penalty: 4442.797363
	Iteration 14Q: 3 clusters Score -910295.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -910308.812500 Penalty: 4442.797363
	Iteration 15Q: 3 clusters Score -910308.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -910317.625000 Penalty: 4442.797363
	Iteration 16Q: 3 clusters Score -910317.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -910321.312500 Penalty: 4442.797363
	Iteration 17Q: 3 clusters Score -910321.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -910327.687500 Penalty: 4442.797363
	Iteration 18Q: 3 clusters Score -910327.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -910330.062500 Penalty: 4442.797363
	Iteration 19Q: 3 clusters Score -910330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -910332.937500 Penalty: 4442.797363
	Iteration 20F: 3 clusters Score -910332.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -910338.687500 Penalty: 4442.797363
	Iteration 21Q: 3 clusters Score -910338.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -910340.875000 Penalty: 4442.797363
	Iteration 22Q: 3 clusters Score -910340.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -910343.000000 Penalty: 4442.797363
	Iteration 23Q: 3 clusters Score -910343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -910344.187500 Penalty: 4442.797363
	Iteration 24Q: 3 clusters Score -910344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -910346.375000 Penalty: 4442.797363
	Iteration 25Q: 3 clusters Score -910346.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -910345.000000 Penalty: 4442.797363
	Iteration 26Q: 3 clusters Score -910345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -910345.000000 Penalty: 4442.797363
	Iteration 27F: 3 clusters Score -910345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Entering Unmasked Estep 
Score: -951535.312500 Penalty: 2261.618652
	Iteration 0F: 2 clusters Score -951535.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -944487.062500 Penalty: 4523.237305
	Iteration 0F: 3 clusters Score -944487.1 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -946562.687500 Penalty: 4523.237305
	Iteration 1F: 3 clusters Score -946562.7 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -946974.937500 Penalty: 4523.237305
	Iteration 2F: 3 clusters Score -946974.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -947348.625000 Penalty: 4523.237305
	Iteration 3F: 3 clusters Score -947348.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -947697.375000 Penalty: 4523.237305
	Iteration 4F: 3 clusters Score -947697.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -948009.312500 Penalty: 4523.237305
	Iteration 5F: 3 clusters Score -948009.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -948318.000000 Penalty: 4523.237305
	Iteration 6Q: 3 clusters Score -948318 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -948562.937500 Penalty: 4523.237305
	Iteration 7Q: 3 clusters Score -948562.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -948764.375000 Penalty: 4523.237305
	Iteration 8Q: 3 clusters Score -948764.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -948962.687500 Penalty: 4523.237305
	Iteration 9Q: 3 clusters Score -948962.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -949152.625000 Penalty: 4523.237305
	Iteration 10Q: 3 clusters Score -949152.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -949314.875000 Penalty: 4523.237305
	Iteration 11Q: 3 clusters Score -949314.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -949482.500000 Penalty: 4523.237305
	Iteration 12Q: 3 clusters Score -949482.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -949605.562500 Penalty: 4523.237305
	Iteration 13Q: 3 clusters Score -949605.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -949685.187500 Penalty: 4523.237305
	Iteration 14Q: 3 clusters Score -949685.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -949737.937500 Penalty: 4523.237305
	Iteration 15Q: 3 clusters Score -949737.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -949772.375000 Penalty: 4523.237305
	Iteration 16Q: 3 clusters Score -949772.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -949796.187500 Penalty: 4523.237305
	Iteration 17Q: 3 clusters Score -949796.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -949806.000000 Penalty: 4523.237305
	Iteration 18Q: 3 clusters Score -949806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -949811.375000 Penalty: 4523.237305
	Iteration 19Q: 3 clusters Score -949811.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -949818.562500 Penalty: 4523.237305
	Iteration 20F: 3 clusters Score -949818.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -949827.625000 Penalty: 4523.237305
	Iteration 21Q: 3 clusters Score -949827.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -949832.187500 Penalty: 4523.237305
	Iteration 22Q: 3 clusters Score -949832.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -949834.000000 Penalty: 4523.237305
	Iteration 23Q: 3 clusters Score -949834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -949839.500000 Penalty: 4523.237305
	Iteration 24Q: 3 clusters Score -949839.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -949845.125000 Penalty: 4523.237305
	Iteration 25Q: 3 clusters Score -949845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -949843.937500 Penalty: 4523.237305
	Iteration 26Q: 3 clusters Score -949843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -949843.687500 Penalty: 4523.237305
	Iteration 27Q: 3 clusters Score -949843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -949845.625000 Penalty: 4523.237305
	Iteration 28Q: 3 clusters Score -949845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -949846.687500 Penalty: 4523.237305
	Iteration 29Q: 3 clusters Score -949846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -949844.187500 Penalty: 4523.237305
	Iteration 30Q: 3 clusters Score -949844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -949847.250000 Penalty: 4523.237305
	Iteration 31Q: 3 clusters Score -949847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -949848.500000 Penalty: 4523.237305
	Iteration 32Q: 3 clusters Score -949848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -949849.437500 Penalty: 4523.237305
	Iteration 33Q: 3 clusters Score -949849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -949848.187500 Penalty: 4523.237305
	Iteration 34Q: 3 clusters Score -949848.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -949850.437500 Penalty: 4523.237305
	Iteration 35Q: 3 clusters Score -949850.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -949854.625000 Penalty: 4523.237305
	Iteration 36Q: 3 clusters Score -949854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -949853.062500 Penalty: 4523.237305
	Iteration 37Q: 3 clusters Score -949853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -949853.937500 Penalty: 4523.237305
	Iteration 38Q: 3 clusters Score -949853.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -949854.812500 Penalty: 4523.237305
	Iteration 39Q: 3 clusters Score -949854.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -949855.375000 Penalty: 4523.237305
	Iteration 40F: 3 clusters Score -949855.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -949858.687500 Penalty: 4523.237305
	Iteration 41Q: 3 clusters Score -949858.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -949861.500000 Penalty: 4523.237305
	Iteration 42Q: 3 clusters Score -949861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -949859.750000 Penalty: 4523.237305
	Iteration 43Q: 3 clusters Score -949859.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -949862.437500 Penalty: 4523.237305
	Iteration 44Q: 3 clusters Score -949862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -949865.250000 Penalty: 4523.237305
	Iteration 45Q: 3 clusters Score -949865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -949865.937500 Penalty: 4523.237305
	Iteration 46Q: 3 clusters Score -949865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -949863.750000 Penalty: 4523.237305
	Iteration 47Q: 3 clusters Score -949863.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -949866.625000 Penalty: 4523.237305
	Iteration 48Q: 3 clusters Score -949866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -949868.062500 Penalty: 4523.237305
	Iteration 49Q: 3 clusters Score -949868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -949866.125000 Penalty: 4523.237305
	Iteration 50Q: 3 clusters Score -949866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -949867.250000 Penalty: 4523.237305
	Iteration 51Q: 3 clusters Score -949867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -949870.250000 Penalty: 4523.237305
	Iteration 52Q: 3 clusters Score -949870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -949869.500000 Penalty: 4523.237305
	Iteration 53Q: 3 clusters Score -949869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -949869.687500 Penalty: 4523.237305
	Iteration 54Q: 3 clusters Score -949869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -949869.375000 Penalty: 4523.237305
	Iteration 55Q: 3 clusters Score -949869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -949869.375000 Penalty: 4523.237305
	Iteration 56F: 3 clusters Score -949869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Entering Unmasked Estep 
Score: -4199248.500000 Penalty: 2614.872314
	Iteration 0F: 2 clusters Score -4199248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4173471.250000 Penalty: 5229.744629
	Iteration 0F: 3 clusters Score -4173471 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4183235.250000 Penalty: 5229.744629
	Iteration 1F: 3 clusters Score -4183235 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4183871.750000 Penalty: 5229.744629
	Iteration 2Q: 3 clusters Score -4183872 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4184523.750000 Penalty: 5229.744629
	Iteration 3Q: 3 clusters Score -4184524 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -4185256.500000 Penalty: 5229.744629
	Iteration 4Q: 3 clusters Score -4185256 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -4186142.000000 Penalty: 5229.744629
	Iteration 5Q: 3 clusters Score -4186142 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4187212.000000 Penalty: 5229.744629
	Iteration 6F: 3 clusters Score -4187212 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -4188328.000000 Penalty: 5229.744629
	Iteration 7F: 3 clusters Score -4188328 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -4189572.000000 Penalty: 5229.744629
	Iteration 8F: 3 clusters Score -4189572 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4190830.750000 Penalty: 5229.744629
	Iteration 9F: 3 clusters Score -4190831 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -4192179.750000 Penalty: 5229.744629
	Iteration 10Q: 3 clusters Score -4192180 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -4193322.250000 Penalty: 5229.744629
	Iteration 11Q: 3 clusters Score -4193322 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -4194162.000000 Penalty: 5229.744629
	Iteration 12Q: 3 clusters Score -4194162 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4194748.000000 Penalty: 5229.744629
	Iteration 13Q: 3 clusters Score -4194748 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4195160.000000 Penalty: 5229.744629
	Iteration 14Q: 3 clusters Score -4195160 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -4195465.000000 Penalty: 5229.744629
	Iteration 15Q: 3 clusters Score -4195465 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4195699.500000 Penalty: 5229.744629
	Iteration 16Q: 3 clusters Score -4195700 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -4195898.000000 Penalty: 5229.744629
	Iteration 17Q: 3 clusters Score -4195898 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -4196065.000000 Penalty: 5229.744629
	Iteration 18Q: 3 clusters Score -4196065 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -4196202.000000 Penalty: 5229.744629
	Iteration 19Q: 3 clusters Score -4196202 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4196342.000000 Penalty: 5229.744629
	Iteration 20F: 3 clusters Score -4196342 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4196463.000000 Penalty: 5229.744629
	Iteration 21Q: 3 clusters Score -4196463 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -4196574.500000 Penalty: 5229.744629
	Iteration 22Q: 3 clusters Score -4196574 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -4196671.500000 Penalty: 5229.744629
	Iteration 23Q: 3 clusters Score -4196672 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -4196759.500000 Penalty: 5229.744629
	Iteration 24Q: 3 clusters Score -4196760 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4196836.500000 Penalty: 5229.744629
	Iteration 25Q: 3 clusters Score -4196836 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4196929.000000 Penalty: 5229.744629
	Iteration 26Q: 3 clusters Score -4196929 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4197013.000000 Penalty: 5229.744629
	Iteration 27Q: 3 clusters Score -4197013 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4197130.000000 Penalty: 5229.744629
	Iteration 28Q: 3 clusters Score -4197130 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4197244.000000 Penalty: 5229.744629
	Iteration 29Q: 3 clusters Score -4197244 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4197365.500000 Penalty: 5229.744629
	Iteration 30Q: 3 clusters Score -4197366 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4197468.000000 Penalty: 5229.744629
	Iteration 31Q: 3 clusters Score -4197468 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4197577.000000 Penalty: 5229.744629
	Iteration 32Q: 3 clusters Score -4197577 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -4197672.500000 Penalty: 5229.744629
	Iteration 33Q: 3 clusters Score -4197672 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -4197772.000000 Penalty: 5229.744629
	Iteration 34Q: 3 clusters Score -4197772 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4197862.000000 Penalty: 5229.744629
	Iteration 35Q: 3 clusters Score -4197862 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4197938.500000 Penalty: 5229.744629
	Iteration 36Q: 3 clusters Score -4197938 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4198041.000000 Penalty: 5229.744629
	Iteration 37Q: 3 clusters Score -4198041 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4198108.500000 Penalty: 5229.744629
	Iteration 38Q: 3 clusters Score -4198108 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4198196.000000 Penalty: 5229.744629
	Iteration 39Q: 3 clusters Score -4198196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4198266.500000 Penalty: 5229.744629
	Iteration 40F: 3 clusters Score -4198266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -4198338.000000 Penalty: 5229.744629
	Iteration 41Q: 3 clusters Score -4198338 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4198388.500000 Penalty: 5229.744629
	Iteration 42Q: 3 clusters Score -4198388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4198450.000000 Penalty: 5229.744629
	Iteration 43Q: 3 clusters Score -4198450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4198468.500000 Penalty: 5229.744629
	Iteration 44Q: 3 clusters Score -4198468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -4198489.000000 Penalty: 5229.744629
	Iteration 45Q: 3 clusters Score -4198489 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -4198509.500000 Penalty: 5229.744629
	Iteration 46Q: 3 clusters Score -4198510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4198521.000000 Penalty: 5229.744629
	Iteration 47Q: 3 clusters Score -4198521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -4198541.000000 Penalty: 5229.744629
	Iteration 48Q: 3 clusters Score -4198541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -4198549.000000 Penalty: 5229.744629
	Iteration 49Q: 3 clusters Score -4198549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -4198560.500000 Penalty: 5229.744629
	Iteration 50Q: 3 clusters Score -4198560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4198565.000000 Penalty: 5229.744629
	Iteration 51Q: 3 clusters Score -4198565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4198569.500000 Penalty: 5229.744629
	Iteration 52Q: 3 clusters Score -4198570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -4198569.500000 Penalty: 5229.744629
	Iteration 53Q: 3 clusters Score -4198570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4198579.000000 Penalty: 5229.744629
	Iteration 54Q: 3 clusters Score -4198579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4198583.500000 Penalty: 5229.744629
	Iteration 55Q: 3 clusters Score -4198584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -4198583.000000 Penalty: 5229.744629
	Iteration 56Q: 3 clusters Score -4198583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4198583.000000 Penalty: 5229.744629
	Iteration 57Q: 3 clusters Score -4198583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4198583.500000 Penalty: 5229.744629
	Iteration 58Q: 3 clusters Score -4198584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -4198583.500000 Penalty: 5229.744629
	Iteration 59F: 3 clusters Score -4198584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Entering Unmasked Estep 
Score: -1376957.250000 Penalty: 2320.137207
	Iteration 0F: 2 clusters Score -1376957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1368313.125000 Penalty: 4640.274414
	Iteration 0F: 3 clusters Score -1368313 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1370938.375000 Penalty: 4640.274414
	Iteration 1F: 3 clusters Score -1370938 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1371307.750000 Penalty: 4640.274414
	Iteration 2F: 3 clusters Score -1371308 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1371617.500000 Penalty: 4640.274414
	Iteration 3F: 3 clusters Score -1371618 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1371925.750000 Penalty: 4640.274414
	Iteration 4F: 3 clusters Score -1371926 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1372281.250000 Penalty: 4640.274414
	Iteration 5Q: 3 clusters Score -1372281 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1372783.000000 Penalty: 4640.274414
	Iteration 6F: 3 clusters Score -1372783 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1373387.375000 Penalty: 4640.274414
	Iteration 7F: 3 clusters Score -1373387 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1374184.750000 Penalty: 4640.274414
	Iteration 8F: 3 clusters Score -1374185 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1375520.625000 Penalty: 4640.274414
	Iteration 9F: 3 clusters Score -1375521 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1377192.125000 Penalty: 4640.274414
	Iteration 10F: 3 clusters Score -1377192 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1378000.125000 Penalty: 4640.274414
	Iteration 11F: 3 clusters Score -1378000 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1378564.500000 Penalty: 4640.274414
	Iteration 12Q: 3 clusters Score -1378564 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1379361.125000 Penalty: 4640.274414
	Iteration 13Q: 3 clusters Score -1379361 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1380217.750000 Penalty: 4640.274414
	Iteration 14Q: 3 clusters Score -1380218 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1380785.375000 Penalty: 4640.274414
	Iteration 15Q: 3 clusters Score -1380785 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1380907.125000 Penalty: 4640.274414
	Iteration 16Q: 3 clusters Score -1380907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1380923.000000 Penalty: 4640.274414
	Iteration 17Q: 3 clusters Score -1380923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1380926.250000 Penalty: 4640.274414
	Iteration 18Q: 3 clusters Score -1380926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1380926.625000 Penalty: 4640.274414
	Iteration 19Q: 3 clusters Score -1380927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1380926.625000 Penalty: 4640.274414
	Iteration 20F: 3 clusters Score -1380927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12649 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 14800 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 7764 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 37943 members 
Mstep: Class 18 contains 6337 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 15697 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 9803 members 
Mstep: Class 23 contains 31371 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 19977 members 
Mstep: Class 26 contains 2729 members 
Mstep: Class 27 contains 21606 members 
Mstep: Class 28 contains 5224 members 
Entering Unmasked Estep 
Score: -35705072.000000 Penalty: 88049.054688
Splitting cluster 18 changes total score from -35701564.000000 to -35705072.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -448306.156250 Penalty: 2063.893555
	Iteration 0F: 2 clusters Score -448306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -444416.656250 Penalty: 4127.787109
	Iteration 0F: 3 clusters Score -444416.7 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -445408.750000 Penalty: 4127.787109
	Iteration 1F: 3 clusters Score -445408.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -445719.093750 Penalty: 4127.787109
	Iteration 2F: 3 clusters Score -445719.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -446006.406250 Penalty: 4127.787109
	Iteration 3F: 3 clusters Score -446006.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -446208.437500 Penalty: 4127.787109
	Iteration 4F: 3 clusters Score -446208.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -446375.812500 Penalty: 4127.787109
	Iteration 5Q: 3 clusters Score -446375.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -446525.125000 Penalty: 4127.787109
	Iteration 6Q: 3 clusters Score -446525.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -446650.406250 Penalty: 4127.787109
	Iteration 7Q: 3 clusters Score -446650.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -446739.187500 Penalty: 4127.787109
	Iteration 8Q: 3 clusters Score -446739.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -446792.250000 Penalty: 4127.787109
	Iteration 9Q: 3 clusters Score -446792.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -446827.218750 Penalty: 4127.787109
	Iteration 10Q: 3 clusters Score -446827.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -446855.281250 Penalty: 4127.787109
	Iteration 11Q: 3 clusters Score -446855.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -446884.937500 Penalty: 4127.787109
	Iteration 12Q: 3 clusters Score -446884.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -446901.468750 Penalty: 4127.787109
	Iteration 13Q: 3 clusters Score -446901.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -446918.562500 Penalty: 4127.787109
	Iteration 14Q: 3 clusters Score -446918.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -446933.312500 Penalty: 4127.787109
	Iteration 15Q: 3 clusters Score -446933.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -446944.187500 Penalty: 4127.787109
	Iteration 16Q: 3 clusters Score -446944.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -446951.281250 Penalty: 4127.787109
	Iteration 17Q: 3 clusters Score -446951.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -446956.281250 Penalty: 4127.787109
	Iteration 18Q: 3 clusters Score -446956.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -446959.875000 Penalty: 4127.787109
	Iteration 19Q: 3 clusters Score -446959.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -446961.406250 Penalty: 4127.787109
	Iteration 20F: 3 clusters Score -446961.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -446963.500000 Penalty: 4127.787109
	Iteration 21Q: 3 clusters Score -446963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -446964.312500 Penalty: 4127.787109
	Iteration 22Q: 3 clusters Score -446964.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -446965.562500 Penalty: 4127.787109
	Iteration 23Q: 3 clusters Score -446965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -446967.875000 Penalty: 4127.787109
	Iteration 24Q: 3 clusters Score -446967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -446968.593750 Penalty: 4127.787109
	Iteration 25Q: 3 clusters Score -446968.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -446969.500000 Penalty: 4127.787109
	Iteration 26Q: 3 clusters Score -446969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -446969.781250 Penalty: 4127.787109
	Iteration 27Q: 3 clusters Score -446969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -446971.250000 Penalty: 4127.787109
	Iteration 28Q: 3 clusters Score -446971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -446971.031250 Penalty: 4127.787109
	Iteration 29Q: 3 clusters Score -446971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -446971.406250 Penalty: 4127.787109
	Iteration 30Q: 3 clusters Score -446971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -446970.843750 Penalty: 4127.787109
	Iteration 31Q: 3 clusters Score -446970.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -446970.843750 Penalty: 4127.787109
	Iteration 32F: 3 clusters Score -446970.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Entering Unmasked Estep 
Score: -1873155.750000 Penalty: 2395.983887
	Iteration 0F: 2 clusters Score -1873156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1861838.500000 Penalty: 4791.967773
	Iteration 0F: 3 clusters Score -1861838 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1865583.750000 Penalty: 4791.967773
	Iteration 1F: 3 clusters Score -1865584 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1866211.750000 Penalty: 4791.967773
	Iteration 2F: 3 clusters Score -1866212 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1867116.875000 Penalty: 4791.967773
	Iteration 3F: 3 clusters Score -1867117 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1868387.250000 Penalty: 4791.967773
	Iteration 4F: 3 clusters Score -1868387 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1869634.375000 Penalty: 4791.967773
	Iteration 5F: 3 clusters Score -1869634 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1870987.375000 Penalty: 4791.967773
	Iteration 6F: 3 clusters Score -1870987 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1872056.750000 Penalty: 4791.967773
	Iteration 7F: 3 clusters Score -1872057 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1872761.250000 Penalty: 4791.967773
	Iteration 8F: 3 clusters Score -1872761 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1873247.125000 Penalty: 4791.967773
	Iteration 9Q: 3 clusters Score -1873247 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1873614.375000 Penalty: 4791.967773
	Iteration 10Q: 3 clusters Score -1873614 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1873849.750000 Penalty: 4791.967773
	Iteration 11Q: 3 clusters Score -1873850 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1873994.750000 Penalty: 4791.967773
	Iteration 12Q: 3 clusters Score -1873995 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1874112.000000 Penalty: 4791.967773
	Iteration 13Q: 3 clusters Score -1874112 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1874219.500000 Penalty: 4791.967773
	Iteration 14Q: 3 clusters Score -1874220 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1874300.125000 Penalty: 4791.967773
	Iteration 15Q: 3 clusters Score -1874300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1874389.250000 Penalty: 4791.967773
	Iteration 16Q: 3 clusters Score -1874389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1874480.125000 Penalty: 4791.967773
	Iteration 17Q: 3 clusters Score -1874480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1874539.125000 Penalty: 4791.967773
	Iteration 18Q: 3 clusters Score -1874539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1874567.250000 Penalty: 4791.967773
	Iteration 19Q: 3 clusters Score -1874567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1874590.625000 Penalty: 4791.967773
	Iteration 20F: 3 clusters Score -1874591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1874603.750000 Penalty: 4791.967773
	Iteration 21Q: 3 clusters Score -1874604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1874608.500000 Penalty: 4791.967773
	Iteration 22Q: 3 clusters Score -1874608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1874616.875000 Penalty: 4791.967773
	Iteration 23Q: 3 clusters Score -1874617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1874615.125000 Penalty: 4791.967773
	Iteration 24Q: 3 clusters Score -1874615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1874612.750000 Penalty: 4791.967773
	Iteration 25Q: 3 clusters Score -1874613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1874613.625000 Penalty: 4791.967773
	Iteration 26Q: 3 clusters Score -1874614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1874618.875000 Penalty: 4791.967773
	Iteration 27Q: 3 clusters Score -1874619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1874617.625000 Penalty: 4791.967773
	Iteration 28Q: 3 clusters Score -1874618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1874618.875000 Penalty: 4791.967773
	Iteration 29Q: 3 clusters Score -1874619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1874618.875000 Penalty: 4791.967773
	Iteration 30F: 3 clusters Score -1874619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12649 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 14800 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 7764 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 37943 members 
Mstep: Class 18 contains 6337 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 13422 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 9803 members 
Mstep: Class 23 contains 31371 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 19977 members 
Mstep: Class 26 contains 2729 members 
Mstep: Class 27 contains 21606 members 
Mstep: Class 28 contains 5224 members 
Mstep: Class 29 contains 2275 members 
Entering Unmasked Estep 
Score: -35705780.000000 Penalty: 91193.664062
Splitting cluster 20 changes total score from -35701564.000000 to -35705780.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (7707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Entering Unmasked Estep 
Score: -901630.625000 Penalty: 2219.571289
	Iteration 0F: 2 clusters Score -901630.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -895406.812500 Penalty: 4439.142578
	Iteration 0F: 3 clusters Score -895406.8 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -897151.812500 Penalty: 4439.142578
	Iteration 1F: 3 clusters Score -897151.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -897544.000000 Penalty: 4439.142578
	Iteration 2F: 3 clusters Score -897544 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -897841.000000 Penalty: 4439.142578
	Iteration 3F: 3 clusters Score -897841 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -898057.625000 Penalty: 4439.142578
	Iteration 4F: 3 clusters Score -898057.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -898237.875000 Penalty: 4439.142578
	Iteration 5Q: 3 clusters Score -898237.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -898415.562500 Penalty: 4439.142578
	Iteration 6Q: 3 clusters Score -898415.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -898562.687500 Penalty: 4439.142578
	Iteration 7Q: 3 clusters Score -898562.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -898682.062500 Penalty: 4439.142578
	Iteration 8Q: 3 clusters Score -898682.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -898796.812500 Penalty: 4439.142578
	Iteration 9Q: 3 clusters Score -898796.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -898912.125000 Penalty: 4439.142578
	Iteration 10Q: 3 clusters Score -898912.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -899031.375000 Penalty: 4439.142578
	Iteration 11Q: 3 clusters Score -899031.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -899135.312500 Penalty: 4439.142578
	Iteration 12Q: 3 clusters Score -899135.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -899213.750000 Penalty: 4439.142578
	Iteration 13Q: 3 clusters Score -899213.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -899280.875000 Penalty: 4439.142578
	Iteration 14Q: 3 clusters Score -899280.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -899344.687500 Penalty: 4439.142578
	Iteration 15Q: 3 clusters Score -899344.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -899405.437500 Penalty: 4439.142578
	Iteration 16Q: 3 clusters Score -899405.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -899465.687500 Penalty: 4439.142578
	Iteration 17Q: 3 clusters Score -899465.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -899541.125000 Penalty: 4439.142578
	Iteration 18Q: 3 clusters Score -899541.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -899607.812500 Penalty: 4439.142578
	Iteration 19Q: 3 clusters Score -899607.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -899676.625000 Penalty: 4439.142578
	Iteration 20F: 3 clusters Score -899676.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -899759.812500 Penalty: 4439.142578
	Iteration 21Q: 3 clusters Score -899759.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -899858.250000 Penalty: 4439.142578
	Iteration 22Q: 3 clusters Score -899858.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -899949.812500 Penalty: 4439.142578
	Iteration 23Q: 3 clusters Score -899949.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -900022.187500 Penalty: 4439.142578
	Iteration 24Q: 3 clusters Score -900022.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -900062.500000 Penalty: 4439.142578
	Iteration 25Q: 3 clusters Score -900062.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -900101.562500 Penalty: 4439.142578
	Iteration 26Q: 3 clusters Score -900101.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -900133.000000 Penalty: 4439.142578
	Iteration 27Q: 3 clusters Score -900133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -900159.687500 Penalty: 4439.142578
	Iteration 28Q: 3 clusters Score -900159.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -900179.437500 Penalty: 4439.142578
	Iteration 29Q: 3 clusters Score -900179.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -900201.312500 Penalty: 4439.142578
	Iteration 30Q: 3 clusters Score -900201.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -900220.875000 Penalty: 4439.142578
	Iteration 31Q: 3 clusters Score -900220.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -900254.562500 Penalty: 4439.142578
	Iteration 32Q: 3 clusters Score -900254.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -900278.812500 Penalty: 4439.142578
	Iteration 33Q: 3 clusters Score -900278.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -900299.375000 Penalty: 4439.142578
	Iteration 34Q: 3 clusters Score -900299.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -900305.937500 Penalty: 4439.142578
	Iteration 35Q: 3 clusters Score -900305.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -900312.125000 Penalty: 4439.142578
	Iteration 36Q: 3 clusters Score -900312.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -900320.937500 Penalty: 4439.142578
	Iteration 37Q: 3 clusters Score -900320.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -900331.250000 Penalty: 4439.142578
	Iteration 38Q: 3 clusters Score -900331.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -900340.625000 Penalty: 4439.142578
	Iteration 39Q: 3 clusters Score -900340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -900347.750000 Penalty: 4439.142578
	Iteration 40F: 3 clusters Score -900347.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -900360.250000 Penalty: 4439.142578
	Iteration 41Q: 3 clusters Score -900360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -900370.875000 Penalty: 4439.142578
	Iteration 42Q: 3 clusters Score -900370.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -900383.187500 Penalty: 4439.142578
	Iteration 43Q: 3 clusters Score -900383.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -900396.812500 Penalty: 4439.142578
	Iteration 44Q: 3 clusters Score -900396.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -900407.062500 Penalty: 4439.142578
	Iteration 45Q: 3 clusters Score -900407.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -900415.250000 Penalty: 4439.142578
	Iteration 46Q: 3 clusters Score -900415.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -900421.625000 Penalty: 4439.142578
	Iteration 47Q: 3 clusters Score -900421.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -900427.000000 Penalty: 4439.142578
	Iteration 48Q: 3 clusters Score -900427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -900429.375000 Penalty: 4439.142578
	Iteration 49Q: 3 clusters Score -900429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -900429.312500 Penalty: 4439.142578
	Iteration 50Q: 3 clusters Score -900429.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -900431.250000 Penalty: 4439.142578
	Iteration 51Q: 3 clusters Score -900431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -900435.562500 Penalty: 4439.142578
	Iteration 52Q: 3 clusters Score -900435.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -900440.437500 Penalty: 4439.142578
	Iteration 53Q: 3 clusters Score -900440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -900444.250000 Penalty: 4439.142578
	Iteration 54Q: 3 clusters Score -900444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -900445.625000 Penalty: 4439.142578
	Iteration 55Q: 3 clusters Score -900445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -900445.625000 Penalty: 4439.142578
	Iteration 56F: 3 clusters Score -900445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Entering Unmasked Estep 
Score: -1172425.875000 Penalty: 2279.230225
	Iteration 0F: 2 clusters Score -1172426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1164830.750000 Penalty: 4558.460449
	Iteration 0F: 3 clusters Score -1164831 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1166987.500000 Penalty: 4558.460449
	Iteration 1F: 3 clusters Score -1166988 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1167257.625000 Penalty: 4558.460449
	Iteration 2F: 3 clusters Score -1167258 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1167475.875000 Penalty: 4558.460449
	Iteration 3Q: 3 clusters Score -1167476 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1167682.000000 Penalty: 4558.460449
	Iteration 4Q: 3 clusters Score -1167682 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1167928.250000 Penalty: 4558.460449
	Iteration 5Q: 3 clusters Score -1167928 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1168238.875000 Penalty: 4558.460449
	Iteration 6Q: 3 clusters Score -1168239 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1168597.625000 Penalty: 4558.460449
	Iteration 7F: 3 clusters Score -1168598 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1168989.250000 Penalty: 4558.460449
	Iteration 8F: 3 clusters Score -1168989 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1169342.375000 Penalty: 4558.460449
	Iteration 9F: 3 clusters Score -1169342 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1169637.875000 Penalty: 4558.460449
	Iteration 10Q: 3 clusters Score -1169638 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1169862.375000 Penalty: 4558.460449
	Iteration 11Q: 3 clusters Score -1169862 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1170047.750000 Penalty: 4558.460449
	Iteration 12Q: 3 clusters Score -1170048 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1170200.500000 Penalty: 4558.460449
	Iteration 13Q: 3 clusters Score -1170200 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1170321.500000 Penalty: 4558.460449
	Iteration 14Q: 3 clusters Score -1170322 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1170430.000000 Penalty: 4558.460449
	Iteration 15Q: 3 clusters Score -1170430 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1170497.250000 Penalty: 4558.460449
	Iteration 16Q: 3 clusters Score -1170497 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1170547.875000 Penalty: 4558.460449
	Iteration 17Q: 3 clusters Score -1170548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1170584.000000 Penalty: 4558.460449
	Iteration 18Q: 3 clusters Score -1170584 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1170621.750000 Penalty: 4558.460449
	Iteration 19Q: 3 clusters Score -1170622 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1170642.125000 Penalty: 4558.460449
	Iteration 20F: 3 clusters Score -1170642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1170662.250000 Penalty: 4558.460449
	Iteration 21Q: 3 clusters Score -1170662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1170677.125000 Penalty: 4558.460449
	Iteration 22Q: 3 clusters Score -1170677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1170693.375000 Penalty: 4558.460449
	Iteration 23Q: 3 clusters Score -1170693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1170701.250000 Penalty: 4558.460449
	Iteration 24Q: 3 clusters Score -1170701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1170702.250000 Penalty: 4558.460449
	Iteration 25Q: 3 clusters Score -1170702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1170708.000000 Penalty: 4558.460449
	Iteration 26Q: 3 clusters Score -1170708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1170712.375000 Penalty: 4558.460449
	Iteration 27Q: 3 clusters Score -1170712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1170716.000000 Penalty: 4558.460449
	Iteration 28Q: 3 clusters Score -1170716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1170717.250000 Penalty: 4558.460449
	Iteration 29Q: 3 clusters Score -1170717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1170717.000000 Penalty: 4558.460449
	Iteration 30Q: 3 clusters Score -1170717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1170722.000000 Penalty: 4558.460449
	Iteration 31Q: 3 clusters Score -1170722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1170720.000000 Penalty: 4558.460449
	Iteration 32Q: 3 clusters Score -1170720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1170720.125000 Penalty: 4558.460449
	Iteration 33Q: 3 clusters Score -1170720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1170719.625000 Penalty: 4558.460449
	Iteration 34Q: 3 clusters Score -1170720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1170720.250000 Penalty: 4558.460449
	Iteration 35Q: 3 clusters Score -1170720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1170721.000000 Penalty: 4558.460449
	Iteration 36Q: 3 clusters Score -1170721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1170726.000000 Penalty: 4558.460449
	Iteration 37Q: 3 clusters Score -1170726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1170726.500000 Penalty: 4558.460449
	Iteration 38Q: 3 clusters Score -1170726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1170726.875000 Penalty: 4558.460449
	Iteration 39Q: 3 clusters Score -1170727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1170730.000000 Penalty: 4558.460449
	Iteration 40F: 3 clusters Score -1170730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1170730.000000 Penalty: 4558.460449
	Iteration 41Q: 3 clusters Score -1170730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1170729.250000 Penalty: 4558.460449
	Iteration 42Q: 3 clusters Score -1170729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1170728.625000 Penalty: 4558.460449
	Iteration 43Q: 3 clusters Score -1170729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1170728.625000 Penalty: 4558.460449
	Iteration 44F: 3 clusters Score -1170729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Entering Unmasked Estep 
Score: -3781231.750000 Penalty: 2567.702637
	Iteration 0F: 2 clusters Score -3781232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3759802.500000 Penalty: 5135.405273
	Iteration 0F: 3 clusters Score -3759802 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3767856.000000 Penalty: 5135.405273
	Iteration 1F: 3 clusters Score -3767856 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3768688.500000 Penalty: 5135.405273
	Iteration 2F: 3 clusters Score -3768688 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -3769467.250000 Penalty: 5135.405273
	Iteration 3F: 3 clusters Score -3769467 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3770113.000000 Penalty: 5135.405273
	Iteration 4Q: 3 clusters Score -3770113 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3770717.750000 Penalty: 5135.405273
	Iteration 5Q: 3 clusters Score -3770718 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3771296.500000 Penalty: 5135.405273
	Iteration 6Q: 3 clusters Score -3771296 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3771824.500000 Penalty: 5135.405273
	Iteration 7Q: 3 clusters Score -3771824 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3772427.750000 Penalty: 5135.405273
	Iteration 8Q: 3 clusters Score -3772428 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -3773053.750000 Penalty: 5135.405273
	Iteration 9Q: 3 clusters Score -3773054 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3773692.750000 Penalty: 5135.405273
	Iteration 10Q: 3 clusters Score -3773693 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3774289.250000 Penalty: 5135.405273
	Iteration 11Q: 3 clusters Score -3774289 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3774844.750000 Penalty: 5135.405273
	Iteration 12Q: 3 clusters Score -3774845 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3775327.500000 Penalty: 5135.405273
	Iteration 13Q: 3 clusters Score -3775328 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3775813.750000 Penalty: 5135.405273
	Iteration 14Q: 3 clusters Score -3775814 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3776244.500000 Penalty: 5135.405273
	Iteration 15Q: 3 clusters Score -3776244 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3776732.000000 Penalty: 5135.405273
	Iteration 16Q: 3 clusters Score -3776732 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -3777318.250000 Penalty: 5135.405273
	Iteration 17Q: 3 clusters Score -3777318 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3778072.250000 Penalty: 5135.405273
	Iteration 18Q: 3 clusters Score -3778072 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3778921.250000 Penalty: 5135.405273
	Iteration 19Q: 3 clusters Score -3778921 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -3779778.250000 Penalty: 5135.405273
	Iteration 20F: 3 clusters Score -3779778 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3780519.250000 Penalty: 5135.405273
	Iteration 21Q: 3 clusters Score -3780519 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3781201.750000 Penalty: 5135.405273
	Iteration 22Q: 3 clusters Score -3781202 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3781820.750000 Penalty: 5135.405273
	Iteration 23Q: 3 clusters Score -3781821 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -3782327.500000 Penalty: 5135.405273
	Iteration 24Q: 3 clusters Score -3782328 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3782668.500000 Penalty: 5135.405273
	Iteration 25Q: 3 clusters Score -3782668 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -3782869.250000 Penalty: 5135.405273
	Iteration 26Q: 3 clusters Score -3782869 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3782979.000000 Penalty: 5135.405273
	Iteration 27Q: 3 clusters Score -3782979 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3783046.500000 Penalty: 5135.405273
	Iteration 28Q: 3 clusters Score -3783046 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3783062.750000 Penalty: 5135.405273
	Iteration 29Q: 3 clusters Score -3783063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3783086.250000 Penalty: 5135.405273
	Iteration 30Q: 3 clusters Score -3783086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3783082.250000 Penalty: 5135.405273
	Iteration 31Q: 3 clusters Score -3783082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -3783098.500000 Penalty: 5135.405273
	Iteration 32Q: 3 clusters Score -3783098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3783099.500000 Penalty: 5135.405273
	Iteration 33Q: 3 clusters Score -3783100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3783104.250000 Penalty: 5135.405273
	Iteration 34Q: 3 clusters Score -3783104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3783110.250000 Penalty: 5135.405273
	Iteration 35Q: 3 clusters Score -3783110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3783118.000000 Penalty: 5135.405273
	Iteration 36Q: 3 clusters Score -3783118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3783113.500000 Penalty: 5135.405273
	Iteration 37Q: 3 clusters Score -3783114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3783115.750000 Penalty: 5135.405273
	Iteration 38Q: 3 clusters Score -3783116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3783109.750000 Penalty: 5135.405273
	Iteration 39Q: 3 clusters Score -3783110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3783172.000000 Penalty: 5135.405273
	Iteration 40F: 3 clusters Score -3783172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3783202.750000 Penalty: 5135.405273
	Iteration 41Q: 3 clusters Score -3783203 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -3783213.750000 Penalty: 5135.405273
	Iteration 42Q: 3 clusters Score -3783214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3783227.250000 Penalty: 5135.405273
	Iteration 43Q: 3 clusters Score -3783227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3783221.500000 Penalty: 5135.405273
	Iteration 44Q: 3 clusters Score -3783222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3783221.250000 Penalty: 5135.405273
	Iteration 45Q: 3 clusters Score -3783221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3783219.500000 Penalty: 5135.405273
	Iteration 46Q: 3 clusters Score -3783220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3783222.500000 Penalty: 5135.405273
	Iteration 47Q: 3 clusters Score -3783222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3783223.000000 Penalty: 5135.405273
	Iteration 48Q: 3 clusters Score -3783223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3783228.500000 Penalty: 5135.405273
	Iteration 49Q: 3 clusters Score -3783228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3783233.500000 Penalty: 5135.405273
	Iteration 50Q: 3 clusters Score -3783234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3783230.500000 Penalty: 5135.405273
	Iteration 51Q: 3 clusters Score -3783230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3783236.750000 Penalty: 5135.405273
	Iteration 52Q: 3 clusters Score -3783237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -3783240.000000 Penalty: 5135.405273
	Iteration 53Q: 3 clusters Score -3783240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3783244.500000 Penalty: 5135.405273
	Iteration 54Q: 3 clusters Score -3783244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -3783235.500000 Penalty: 5135.405273
	Iteration 55Q: 3 clusters Score -3783236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3783243.250000 Penalty: 5135.405273
	Iteration 56Q: 3 clusters Score -3783243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3783237.000000 Penalty: 5135.405273
	Iteration 57Q: 3 clusters Score -3783237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3783243.500000 Penalty: 5135.405273
	Iteration 58Q: 3 clusters Score -3783244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3783244.750000 Penalty: 5135.405273
	Iteration 59Q: 3 clusters Score -3783245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -3783247.000000 Penalty: 5135.405273
	Iteration 60F: 3 clusters Score -3783247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12649 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 14800 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 7764 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 37943 members 
Mstep: Class 18 contains 6337 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 13422 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 9803 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 19977 members 
Mstep: Class 26 contains 2729 members 
Mstep: Class 27 contains 21606 members 
Mstep: Class 28 contains 5224 members 
Mstep: Class 29 contains 2275 members 
Mstep: Class 30 contains 23374 members 
Entering Unmasked Estep 
Score: -35707304.000000 Penalty: 94338.273438
Splitting cluster 23 changes total score from -35701564.000000 to -35707304.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (10834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Entering Unmasked Estep 
Score: -1151459.250000 Penalty: 2304.030273
	Iteration 0F: 2 clusters Score -1151459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1143288.750000 Penalty: 4608.060547
	Iteration 0F: 3 clusters Score -1143289 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1145978.125000 Penalty: 4608.060547
	Iteration 1F: 3 clusters Score -1145978 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1146527.375000 Penalty: 4608.060547
	Iteration 2F: 3 clusters Score -1146527 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1146961.625000 Penalty: 4608.060547
	Iteration 3F: 3 clusters Score -1146962 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1147344.875000 Penalty: 4608.060547
	Iteration 4F: 3 clusters Score -1147345 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1147668.750000 Penalty: 4608.060547
	Iteration 5Q: 3 clusters Score -1147669 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1147945.250000 Penalty: 4608.060547
	Iteration 6Q: 3 clusters Score -1147945 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1148228.500000 Penalty: 4608.060547
	Iteration 7Q: 3 clusters Score -1148228 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1148488.250000 Penalty: 4608.060547
	Iteration 8Q: 3 clusters Score -1148488 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1148729.500000 Penalty: 4608.060547
	Iteration 9Q: 3 clusters Score -1148730 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1148925.000000 Penalty: 4608.060547
	Iteration 10Q: 3 clusters Score -1148925 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1149100.750000 Penalty: 4608.060547
	Iteration 11Q: 3 clusters Score -1149101 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1149240.500000 Penalty: 4608.060547
	Iteration 12Q: 3 clusters Score -1149240 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1149349.250000 Penalty: 4608.060547
	Iteration 13Q: 3 clusters Score -1149349 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1149430.625000 Penalty: 4608.060547
	Iteration 14Q: 3 clusters Score -1149431 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1149491.500000 Penalty: 4608.060547
	Iteration 15Q: 3 clusters Score -1149492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1149542.000000 Penalty: 4608.060547
	Iteration 16Q: 3 clusters Score -1149542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1149574.625000 Penalty: 4608.060547
	Iteration 17Q: 3 clusters Score -1149575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1149606.250000 Penalty: 4608.060547
	Iteration 18Q: 3 clusters Score -1149606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1149626.875000 Penalty: 4608.060547
	Iteration 19Q: 3 clusters Score -1149627 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1149646.000000 Penalty: 4608.060547
	Iteration 20F: 3 clusters Score -1149646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1149658.250000 Penalty: 4608.060547
	Iteration 21Q: 3 clusters Score -1149658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1149673.500000 Penalty: 4608.060547
	Iteration 22Q: 3 clusters Score -1149674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1149686.625000 Penalty: 4608.060547
	Iteration 23Q: 3 clusters Score -1149687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1149696.875000 Penalty: 4608.060547
	Iteration 24Q: 3 clusters Score -1149697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1149704.125000 Penalty: 4608.060547
	Iteration 25Q: 3 clusters Score -1149704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1149716.500000 Penalty: 4608.060547
	Iteration 26Q: 3 clusters Score -1149716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1149726.000000 Penalty: 4608.060547
	Iteration 27Q: 3 clusters Score -1149726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1149734.625000 Penalty: 4608.060547
	Iteration 28Q: 3 clusters Score -1149735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1149748.750000 Penalty: 4608.060547
	Iteration 29Q: 3 clusters Score -1149749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1149757.250000 Penalty: 4608.060547
	Iteration 30Q: 3 clusters Score -1149757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1149767.125000 Penalty: 4608.060547
	Iteration 31Q: 3 clusters Score -1149767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1149777.250000 Penalty: 4608.060547
	Iteration 32Q: 3 clusters Score -1149777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1149781.000000 Penalty: 4608.060547
	Iteration 33Q: 3 clusters Score -1149781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1149788.625000 Penalty: 4608.060547
	Iteration 34Q: 3 clusters Score -1149789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1149796.625000 Penalty: 4608.060547
	Iteration 35Q: 3 clusters Score -1149797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1149800.500000 Penalty: 4608.060547
	Iteration 36Q: 3 clusters Score -1149800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1149806.000000 Penalty: 4608.060547
	Iteration 37Q: 3 clusters Score -1149806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1149809.500000 Penalty: 4608.060547
	Iteration 38Q: 3 clusters Score -1149810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1149811.750000 Penalty: 4608.060547
	Iteration 39Q: 3 clusters Score -1149812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1149813.250000 Penalty: 4608.060547
	Iteration 40F: 3 clusters Score -1149813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1149811.875000 Penalty: 4608.060547
	Iteration 41Q: 3 clusters Score -1149812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1149813.625000 Penalty: 4608.060547
	Iteration 42Q: 3 clusters Score -1149814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1149813.750000 Penalty: 4608.060547
	Iteration 43Q: 3 clusters Score -1149814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1149813.750000 Penalty: 4608.060547
	Iteration 44F: 3 clusters Score -1149814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Entering Unmasked Estep 
Score: -2367660.250000 Penalty: 2455.779541
	Iteration 0F: 2 clusters Score -2367660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2353592.500000 Penalty: 4911.559082
	Iteration 0F: 3 clusters Score -2353592 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2358388.750000 Penalty: 4911.559082
	Iteration 1F: 3 clusters Score -2358389 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2359052.000000 Penalty: 4911.559082
	Iteration 2F: 3 clusters Score -2359052 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2359774.750000 Penalty: 4911.559082
	Iteration 3F: 3 clusters Score -2359775 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2360432.750000 Penalty: 4911.559082
	Iteration 4F: 3 clusters Score -2360433 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2361116.750000 Penalty: 4911.559082
	Iteration 5F: 3 clusters Score -2361117 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2361704.500000 Penalty: 4911.559082
	Iteration 6F: 3 clusters Score -2361704 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2362289.750000 Penalty: 4911.559082
	Iteration 7Q: 3 clusters Score -2362290 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2362853.000000 Penalty: 4911.559082
	Iteration 8Q: 3 clusters Score -2362853 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2363333.750000 Penalty: 4911.559082
	Iteration 9Q: 3 clusters Score -2363334 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2363710.500000 Penalty: 4911.559082
	Iteration 10Q: 3 clusters Score -2363710 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2363999.750000 Penalty: 4911.559082
	Iteration 11Q: 3 clusters Score -2364000 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2364207.750000 Penalty: 4911.559082
	Iteration 12Q: 3 clusters Score -2364208 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2364371.000000 Penalty: 4911.559082
	Iteration 13Q: 3 clusters Score -2364371 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2364475.750000 Penalty: 4911.559082
	Iteration 14Q: 3 clusters Score -2364476 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2364549.250000 Penalty: 4911.559082
	Iteration 15Q: 3 clusters Score -2364549 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2364624.500000 Penalty: 4911.559082
	Iteration 16Q: 3 clusters Score -2364624 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2364670.250000 Penalty: 4911.559082
	Iteration 17Q: 3 clusters Score -2364670 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2364731.750000 Penalty: 4911.559082
	Iteration 18Q: 3 clusters Score -2364732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2364771.750000 Penalty: 4911.559082
	Iteration 19Q: 3 clusters Score -2364772 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2364831.250000 Penalty: 4911.559082
	Iteration 20F: 3 clusters Score -2364831 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2364905.000000 Penalty: 4911.559082
	Iteration 21Q: 3 clusters Score -2364905 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2364975.250000 Penalty: 4911.559082
	Iteration 22Q: 3 clusters Score -2364975 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2365037.750000 Penalty: 4911.559082
	Iteration 23Q: 3 clusters Score -2365038 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2365084.250000 Penalty: 4911.559082
	Iteration 24Q: 3 clusters Score -2365084 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2365160.750000 Penalty: 4911.559082
	Iteration 25Q: 3 clusters Score -2365161 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2365225.000000 Penalty: 4911.559082
	Iteration 26Q: 3 clusters Score -2365225 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2365293.000000 Penalty: 4911.559082
	Iteration 27Q: 3 clusters Score -2365293 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2365369.750000 Penalty: 4911.559082
	Iteration 28Q: 3 clusters Score -2365370 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2365451.250000 Penalty: 4911.559082
	Iteration 29Q: 3 clusters Score -2365451 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2365549.250000 Penalty: 4911.559082
	Iteration 30Q: 3 clusters Score -2365549 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2365645.500000 Penalty: 4911.559082
	Iteration 31Q: 3 clusters Score -2365646 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2365754.500000 Penalty: 4911.559082
	Iteration 32Q: 3 clusters Score -2365754 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2365859.500000 Penalty: 4911.559082
	Iteration 33Q: 3 clusters Score -2365860 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2365955.250000 Penalty: 4911.559082
	Iteration 34Q: 3 clusters Score -2365955 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2366029.750000 Penalty: 4911.559082
	Iteration 35Q: 3 clusters Score -2366030 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2366082.250000 Penalty: 4911.559082
	Iteration 36Q: 3 clusters Score -2366082 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2366127.500000 Penalty: 4911.559082
	Iteration 37Q: 3 clusters Score -2366128 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2366175.750000 Penalty: 4911.559082
	Iteration 38Q: 3 clusters Score -2366176 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2366218.250000 Penalty: 4911.559082
	Iteration 39Q: 3 clusters Score -2366218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2366254.000000 Penalty: 4911.559082
	Iteration 40F: 3 clusters Score -2366254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2366298.250000 Penalty: 4911.559082
	Iteration 41Q: 3 clusters Score -2366298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2366317.500000 Penalty: 4911.559082
	Iteration 42Q: 3 clusters Score -2366318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2366339.250000 Penalty: 4911.559082
	Iteration 43Q: 3 clusters Score -2366339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2366368.750000 Penalty: 4911.559082
	Iteration 44Q: 3 clusters Score -2366369 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2366413.500000 Penalty: 4911.559082
	Iteration 45Q: 3 clusters Score -2366414 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2366487.250000 Penalty: 4911.559082
	Iteration 46Q: 3 clusters Score -2366487 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2366532.500000 Penalty: 4911.559082
	Iteration 47Q: 3 clusters Score -2366532 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2366587.750000 Penalty: 4911.559082
	Iteration 48Q: 3 clusters Score -2366588 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2366657.750000 Penalty: 4911.559082
	Iteration 49Q: 3 clusters Score -2366658 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2366733.000000 Penalty: 4911.559082
	Iteration 50Q: 3 clusters Score -2366733 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2366786.750000 Penalty: 4911.559082
	Iteration 51Q: 3 clusters Score -2366787 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2366823.250000 Penalty: 4911.559082
	Iteration 52Q: 3 clusters Score -2366823 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2366855.250000 Penalty: 4911.559082
	Iteration 53Q: 3 clusters Score -2366855 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2366874.500000 Penalty: 4911.559082
	Iteration 54Q: 3 clusters Score -2366874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2366889.500000 Penalty: 4911.559082
	Iteration 55Q: 3 clusters Score -2366890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2366897.500000 Penalty: 4911.559082
	Iteration 56Q: 3 clusters Score -2366898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2366914.750000 Penalty: 4911.559082
	Iteration 57Q: 3 clusters Score -2366915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2366929.750000 Penalty: 4911.559082
	Iteration 58Q: 3 clusters Score -2366930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2366947.000000 Penalty: 4911.559082
	Iteration 59Q: 3 clusters Score -2366947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2366951.750000 Penalty: 4911.559082
	Iteration 60F: 3 clusters Score -2366952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2366958.000000 Penalty: 4911.559082
	Iteration 61Q: 3 clusters Score -2366958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2366966.250000 Penalty: 4911.559082
	Iteration 62Q: 3 clusters Score -2366966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2366967.250000 Penalty: 4911.559082
	Iteration 63Q: 3 clusters Score -2366967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2366973.000000 Penalty: 4911.559082
	Iteration 64Q: 3 clusters Score -2366973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2366972.000000 Penalty: 4911.559082
	Iteration 65Q: 3 clusters Score -2366972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2366974.500000 Penalty: 4911.559082
	Iteration 66Q: 3 clusters Score -2366974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2366980.000000 Penalty: 4911.559082
	Iteration 67Q: 3 clusters Score -2366980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2366976.250000 Penalty: 4911.559082
	Iteration 68Q: 3 clusters Score -2366976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2366974.250000 Penalty: 4911.559082
	Iteration 69Q: 3 clusters Score -2366974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2366976.250000 Penalty: 4911.559082
	Iteration 70Q: 3 clusters Score -2366976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2366978.000000 Penalty: 4911.559082
	Iteration 71Q: 3 clusters Score -2366978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2366978.000000 Penalty: 4911.559082
	Iteration 72F: 3 clusters Score -2366978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Entering Unmasked Estep 
Score: -323487.687500 Penalty: 1962.099243
	Iteration 0F: 2 clusters Score -323487.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -320411.500000 Penalty: 3924.198486
	Iteration 0F: 3 clusters Score -320411.5 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -321017.625000 Penalty: 3924.198486
	Iteration 1F: 3 clusters Score -321017.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -321165.000000 Penalty: 3924.198486
	Iteration 2F: 3 clusters Score -321165 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -321228.000000 Penalty: 3924.198486
	Iteration 3Q: 3 clusters Score -321228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -321262.562500 Penalty: 3924.198486
	Iteration 4Q: 3 clusters Score -321262.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -321293.375000 Penalty: 3924.198486
	Iteration 5Q: 3 clusters Score -321293.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -321312.718750 Penalty: 3924.198486
	Iteration 6Q: 3 clusters Score -321312.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -321327.812500 Penalty: 3924.198486
	Iteration 7Q: 3 clusters Score -321327.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -321339.843750 Penalty: 3924.198486
	Iteration 8Q: 3 clusters Score -321339.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -321347.843750 Penalty: 3924.198486
	Iteration 9Q: 3 clusters Score -321347.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -321350.312500 Penalty: 3924.198486
	Iteration 10Q: 3 clusters Score -321350.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -321352.750000 Penalty: 3924.198486
	Iteration 11Q: 3 clusters Score -321352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -321354.500000 Penalty: 3924.198486
	Iteration 12Q: 3 clusters Score -321354.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -321360.250000 Penalty: 3924.198486
	Iteration 13Q: 3 clusters Score -321360.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -321364.218750 Penalty: 3924.198486
	Iteration 14Q: 3 clusters Score -321364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -321367.906250 Penalty: 3924.198486
	Iteration 15Q: 3 clusters Score -321367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -321369.312500 Penalty: 3924.198486
	Iteration 16Q: 3 clusters Score -321369.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -321372.000000 Penalty: 3924.198486
	Iteration 17Q: 3 clusters Score -321372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -321374.218750 Penalty: 3924.198486
	Iteration 18Q: 3 clusters Score -321374.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -321376.031250 Penalty: 3924.198486
	Iteration 19Q: 3 clusters Score -321376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -321377.687500 Penalty: 3924.198486
	Iteration 20F: 3 clusters Score -321377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -321381.375000 Penalty: 3924.198486
	Iteration 21Q: 3 clusters Score -321381.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -321385.062500 Penalty: 3924.198486
	Iteration 22Q: 3 clusters Score -321385.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -321386.343750 Penalty: 3924.198486
	Iteration 23Q: 3 clusters Score -321386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -321387.093750 Penalty: 3924.198486
	Iteration 24Q: 3 clusters Score -321387.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -321388.250000 Penalty: 3924.198486
	Iteration 25Q: 3 clusters Score -321388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -321392.843750 Penalty: 3924.198486
	Iteration 26Q: 3 clusters Score -321392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -321396.000000 Penalty: 3924.198486
	Iteration 27Q: 3 clusters Score -321396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -321399.125000 Penalty: 3924.198486
	Iteration 28Q: 3 clusters Score -321399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -321401.781250 Penalty: 3924.198486
	Iteration 29Q: 3 clusters Score -321401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -321405.250000 Penalty: 3924.198486
	Iteration 30Q: 3 clusters Score -321405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -321408.500000 Penalty: 3924.198486
	Iteration 31Q: 3 clusters Score -321408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -321411.687500 Penalty: 3924.198486
	Iteration 32Q: 3 clusters Score -321411.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -321416.125000 Penalty: 3924.198486
	Iteration 33Q: 3 clusters Score -321416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -321418.781250 Penalty: 3924.198486
	Iteration 34Q: 3 clusters Score -321418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -321420.718750 Penalty: 3924.198486
	Iteration 35Q: 3 clusters Score -321420.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -321421.750000 Penalty: 3924.198486
	Iteration 36Q: 3 clusters Score -321421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -321422.781250 Penalty: 3924.198486
	Iteration 37Q: 3 clusters Score -321422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -321423.437500 Penalty: 3924.198486
	Iteration 38Q: 3 clusters Score -321423.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -321423.000000 Penalty: 3924.198486
	Iteration 39Q: 3 clusters Score -321423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -321423.531250 Penalty: 3924.198486
	Iteration 40F: 3 clusters Score -321423.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 12649 members 
Mstep: Class 3 contains 11548 members 
Mstep: Class 4 contains 3248 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 14800 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 6098 members 
Mstep: Class 9 contains 15308 members 
Mstep: Class 10 contains 4699 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 15125 members 
Mstep: Class 13 contains 3515 members 
Mstep: Class 14 contains 18703 members 
Mstep: Class 15 contains 7764 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 37943 members 
Mstep: Class 18 contains 6337 members 
Mstep: Class 19 contains 4114 members 
Mstep: Class 20 contains 13422 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 9803 members 
Mstep: Class 23 contains 7997 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 19977 members 
Mstep: Class 26 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709936.000000 Penalty: 94338.273438
Iteration 79Q: 31 clusters Score -3.570994e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12660 members 
Mstep: Class 3 contains 11569 members 
Mstep: Class 4 contains 3252 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 14881 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 15446 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 9451 members 
Mstep: Class 12 contains 15159 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 18790 members 
Mstep: Class 15 contains 7757 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 38523 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 4154 members 
Mstep: Class 20 contains 13532 members 
Mstep: Class 21 contains 7689 members 
Mstep: Class 22 contains 9825 members 
Mstep: Class 23 contains 8004 members 
Mstep: Class 24 contains 10792 members 
Mstep: Class 25 contains 20161 members 
Mstep: Class 26 contains 2731 members 
Mstep: Class 27 contains 20938 members 
Mstep: Class 28 contains 5120 members 
Mstep: Class 29 contains 2198 members 
Mstep: Class 30 contains 22695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711944.000000 Penalty: 94338.273438
Iteration 80F: 31 clusters Score -3.571194e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 12708 members 
Mstep: Class 3 contains 11512 members 
Mstep: Class 4 contains 3251 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 14876 members 
Mstep: Class 7 contains 6501 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 15453 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 9442 members 
Mstep: Class 12 contains 15156 members 
Mstep: Class 13 contains 3523 members 
Mstep: Class 14 contains 18714 members 
Mstep: Class 15 contains 7689 members 
Mstep: Class 16 contains 9218 members 
Mstep: Class 17 contains 38263 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 13528 members 
Mstep: Class 21 contains 7668 members 
Mstep: Class 22 contains 9770 members 
Mstep: Class 23 contains 8120 members 
Mstep: Class 24 contains 10714 members 
Mstep: Class 25 contains 20048 members 
Mstep: Class 26 contains 2727 members 
Mstep: Class 27 contains 20917 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 2336 members 
Mstep: Class 30 contains 23112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712448.000000 Penalty: 94338.273438
Iteration 81Q: 31 clusters Score -3.571245e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12732 members 
Mstep: Class 3 contains 11511 members 
Mstep: Class 4 contains 3255 members 
Mstep: Class 5 contains 6655 members 
Mstep: Class 6 contains 14939 members 
Mstep: Class 7 contains 6481 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 15463 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 9448 members 
Mstep: Class 12 contains 15158 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 18688 members 
Mstep: Class 15 contains 7644 members 
Mstep: Class 16 contains 9246 members 
Mstep: Class 17 contains 38154 members 
Mstep: Class 18 contains 6413 members 
Mstep: Class 19 contains 4122 members 
Mstep: Class 20 contains 13533 members 
Mstep: Class 21 contains 7654 members 
Mstep: Class 22 contains 9736 members 
Mstep: Class 23 contains 8291 members 
Mstep: Class 24 contains 10661 members 
Mstep: Class 25 contains 19945 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 20770 members 
Mstep: Class 28 contains 5167 members 
Mstep: Class 29 contains 2373 members 
Mstep: Class 30 contains 23276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712836.000000 Penalty: 94338.273438
Iteration 82Q: 31 clusters Score -3.571284e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 11519 members 
Mstep: Class 4 contains 3260 members 
Mstep: Class 5 contains 6657 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 7 contains 6470 members 
Mstep: Class 8 contains 6073 members 
Mstep: Class 9 contains 15454 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 9484 members 
Mstep: Class 12 contains 15159 members 
Mstep: Class 13 contains 3535 members 
Mstep: Class 14 contains 18684 members 
Mstep: Class 15 contains 7608 members 
Mstep: Class 16 contains 9283 members 
Mstep: Class 17 contains 38105 members 
Mstep: Class 18 contains 6415 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 7648 members 
Mstep: Class 22 contains 9704 members 
Mstep: Class 23 contains 8466 members 
Mstep: Class 24 contains 10586 members 
Mstep: Class 25 contains 19857 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 20655 members 
Mstep: Class 28 contains 5175 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 23361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713168.000000 Penalty: 94338.273438
Iteration 83Q: 31 clusters Score -3.571317e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12777 members 
Mstep: Class 3 contains 11518 members 
Mstep: Class 4 contains 3268 members 
Mstep: Class 5 contains 6674 members 
Mstep: Class 6 contains 15026 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 6059 members 
Mstep: Class 9 contains 15464 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 9523 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 18671 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 9312 members 
Mstep: Class 17 contains 38078 members 
Mstep: Class 18 contains 6418 members 
Mstep: Class 19 contains 4121 members 
Mstep: Class 20 contains 13527 members 
Mstep: Class 21 contains 7647 members 
Mstep: Class 22 contains 9673 members 
Mstep: Class 23 contains 8630 members 
Mstep: Class 24 contains 10525 members 
Mstep: Class 25 contains 19762 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 20568 members 
Mstep: Class 28 contains 5180 members 
Mstep: Class 29 contains 2388 members 
Mstep: Class 30 contains 23370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713268.000000 Penalty: 94338.273438
Iteration 84Q: 31 clusters Score -3.571327e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12786 members 
Mstep: Class 3 contains 11513 members 
Mstep: Class 4 contains 3271 members 
Mstep: Class 5 contains 6698 members 
Mstep: Class 6 contains 15062 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 15465 members 
Mstep: Class 10 contains 4726 members 
Mstep: Class 11 contains 9561 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 18657 members 
Mstep: Class 15 contains 7555 members 
Mstep: Class 16 contains 9355 members 
Mstep: Class 17 contains 38055 members 
Mstep: Class 18 contains 6423 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 13530 members 
Mstep: Class 21 contains 7634 members 
Mstep: Class 22 contains 9651 members 
Mstep: Class 23 contains 8815 members 
Mstep: Class 24 contains 10481 members 
Mstep: Class 25 contains 19672 members 
Mstep: Class 26 contains 2726 members 
Mstep: Class 27 contains 20494 members 
Mstep: Class 28 contains 5185 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 23325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713284.000000 Penalty: 94338.273438
Iteration 85Q: 31 clusters Score -3.571328e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12811 members 
Mstep: Class 3 contains 11508 members 
Mstep: Class 4 contains 3273 members 
Mstep: Class 5 contains 6708 members 
Mstep: Class 6 contains 15096 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 6032 members 
Mstep: Class 9 contains 15460 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 9606 members 
Mstep: Class 12 contains 15161 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 14 contains 18633 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 9392 members 
Mstep: Class 17 contains 38061 members 
Mstep: Class 18 contains 6425 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13550 members 
Mstep: Class 21 contains 7620 members 
Mstep: Class 22 contains 9628 members 
Mstep: Class 23 contains 8990 members 
Mstep: Class 24 contains 10412 members 
Mstep: Class 25 contains 19605 members 
Mstep: Class 26 contains 2727 members 
Mstep: Class 27 contains 20427 members 
Mstep: Class 28 contains 5185 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 23250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713388.000000 Penalty: 94338.273438
Iteration 86Q: 31 clusters Score -3.571339e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 11504 members 
Mstep: Class 4 contains 3274 members 
Mstep: Class 5 contains 6712 members 
Mstep: Class 6 contains 15128 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 8 contains 6021 members 
Mstep: Class 9 contains 15450 members 
Mstep: Class 10 contains 4736 members 
Mstep: Class 11 contains 9648 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 18625 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 9432 members 
Mstep: Class 17 contains 38047 members 
Mstep: Class 18 contains 6426 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 13568 members 
Mstep: Class 21 contains 7613 members 
Mstep: Class 22 contains 9619 members 
Mstep: Class 23 contains 9156 members 
Mstep: Class 24 contains 10344 members 
Mstep: Class 25 contains 19542 members 
Mstep: Class 26 contains 2726 members 
Mstep: Class 27 contains 20371 members 
Mstep: Class 28 contains 5186 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 23184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713516.000000 Penalty: 94338.273438
Iteration 87Q: 31 clusters Score -3.571352e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12843 members 
Mstep: Class 3 contains 11504 members 
Mstep: Class 4 contains 3279 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 15145 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 6009 members 
Mstep: Class 9 contains 15444 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 9695 members 
Mstep: Class 12 contains 15168 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 18607 members 
Mstep: Class 15 contains 7516 members 
Mstep: Class 16 contains 9477 members 
Mstep: Class 17 contains 38034 members 
Mstep: Class 18 contains 6429 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 13582 members 
Mstep: Class 21 contains 7607 members 
Mstep: Class 22 contains 9601 members 
Mstep: Class 23 contains 9322 members 
Mstep: Class 24 contains 10272 members 
Mstep: Class 25 contains 19476 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 20321 members 
Mstep: Class 28 contains 5186 members 
Mstep: Class 29 contains 2391 members 
Mstep: Class 30 contains 23125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713604.000000 Penalty: 94338.273438
Iteration 88Q: 31 clusters Score -3.57136e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12868 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 3286 members 
Mstep: Class 5 contains 6712 members 
Mstep: Class 6 contains 15163 members 
Mstep: Class 7 contains 6455 members 
Mstep: Class 8 contains 5996 members 
Mstep: Class 9 contains 15449 members 
Mstep: Class 10 contains 4742 members 
Mstep: Class 11 contains 9733 members 
Mstep: Class 12 contains 15170 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 18592 members 
Mstep: Class 15 contains 7508 members 
Mstep: Class 16 contains 9521 members 
Mstep: Class 17 contains 38027 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 13594 members 
Mstep: Class 21 contains 7604 members 
Mstep: Class 22 contains 9582 members 
Mstep: Class 23 contains 9477 members 
Mstep: Class 24 contains 10207 members 
Mstep: Class 25 contains 19406 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 20269 members 
Mstep: Class 28 contains 5186 members 
Mstep: Class 29 contains 2393 members 
Mstep: Class 30 contains 23079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713748.000000 Penalty: 94338.273438
Iteration 89Q: 31 clusters Score -3.571375e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12883 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 3287 members 
Mstep: Class 5 contains 6723 members 
Mstep: Class 6 contains 15184 members 
Mstep: Class 7 contains 6450 members 
Mstep: Class 8 contains 5980 members 
Mstep: Class 9 contains 15444 members 
Mstep: Class 10 contains 4746 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 12 contains 15169 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 14 contains 18577 members 
Mstep: Class 15 contains 7502 members 
Mstep: Class 16 contains 9557 members 
Mstep: Class 17 contains 38031 members 
Mstep: Class 18 contains 6433 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 13604 members 
Mstep: Class 21 contains 7604 members 
Mstep: Class 22 contains 9568 members 
Mstep: Class 23 contains 9623 members 
Mstep: Class 24 contains 10148 members 
Mstep: Class 25 contains 19329 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 20229 members 
Mstep: Class 28 contains 5186 members 
Mstep: Class 29 contains 2392 members 
Mstep: Class 30 contains 23024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713820.000000 Penalty: 94338.273438
Iteration 90Q: 31 clusters Score -3.571382e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 15200 members 
Mstep: Class 7 contains 6446 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 15444 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 9796 members 
Mstep: Class 12 contains 15168 members 
Mstep: Class 13 contains 3590 members 
Mstep: Class 14 contains 18561 members 
Mstep: Class 15 contains 7499 members 
Mstep: Class 16 contains 9601 members 
Mstep: Class 17 contains 38049 members 
Mstep: Class 18 contains 6436 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 13612 members 
Mstep: Class 21 contains 7587 members 
Mstep: Class 22 contains 9552 members 
Mstep: Class 23 contains 9748 members 
Mstep: Class 24 contains 10086 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 20197 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 2391 members 
Mstep: Class 30 contains 22959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713884.000000 Penalty: 94338.273438
Iteration 91Q: 31 clusters Score -3.571388e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12925 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 3296 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 15219 members 
Mstep: Class 7 contains 6443 members 
Mstep: Class 8 contains 5958 members 
Mstep: Class 9 contains 15454 members 
Mstep: Class 10 contains 4758 members 
Mstep: Class 11 contains 9820 members 
Mstep: Class 12 contains 15168 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 18552 members 
Mstep: Class 15 contains 7495 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 38056 members 
Mstep: Class 18 contains 6438 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 13619 members 
Mstep: Class 21 contains 7574 members 
Mstep: Class 22 contains 9542 members 
Mstep: Class 23 contains 9883 members 
Mstep: Class 24 contains 10024 members 
Mstep: Class 25 contains 19201 members 
Mstep: Class 26 contains 2721 members 
Mstep: Class 27 contains 20160 members 
Mstep: Class 28 contains 5190 members 
Mstep: Class 29 contains 2391 members 
Mstep: Class 30 contains 22877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713952.000000 Penalty: 94338.273438
Iteration 92Q: 31 clusters Score -3.571395e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 12948 members 
Mstep: Class 3 contains 11500 members 
Mstep: Class 4 contains 3295 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 15231 members 
Mstep: Class 7 contains 6437 members 
Mstep: Class 8 contains 5950 members 
Mstep: Class 9 contains 15452 members 
Mstep: Class 10 contains 4758 members 
Mstep: Class 11 contains 9844 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 18542 members 
Mstep: Class 15 contains 7491 members 
Mstep: Class 16 contains 9680 members 
Mstep: Class 17 contains 38074 members 
Mstep: Class 18 contains 6440 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 13626 members 
Mstep: Class 21 contains 7559 members 
Mstep: Class 22 contains 9529 members 
Mstep: Class 23 contains 10013 members 
Mstep: Class 24 contains 9966 members 
Mstep: Class 25 contains 19141 members 
Mstep: Class 26 contains 2721 members 
Mstep: Class 27 contains 20119 members 
Mstep: Class 28 contains 5194 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714020.000000 Penalty: 94338.273438
Iteration 93Q: 31 clusters Score -3.571402e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12963 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 3302 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 15240 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 5938 members 
Mstep: Class 9 contains 15449 members 
Mstep: Class 10 contains 4760 members 
Mstep: Class 11 contains 9875 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3620 members 
Mstep: Class 14 contains 18532 members 
Mstep: Class 15 contains 7487 members 
Mstep: Class 16 contains 9730 members 
Mstep: Class 17 contains 38107 members 
Mstep: Class 18 contains 6441 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13634 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 9520 members 
Mstep: Class 23 contains 10128 members 
Mstep: Class 24 contains 9885 members 
Mstep: Class 25 contains 19069 members 
Mstep: Class 26 contains 2721 members 
Mstep: Class 27 contains 20081 members 
Mstep: Class 28 contains 5195 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714188.000000 Penalty: 94338.273438
Iteration 94Q: 31 clusters Score -3.571419e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12980 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 4 contains 3309 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 15259 members 
Mstep: Class 7 contains 6427 members 
Mstep: Class 8 contains 5923 members 
Mstep: Class 9 contains 15452 members 
Mstep: Class 10 contains 4759 members 
Mstep: Class 11 contains 9907 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3625 members 
Mstep: Class 14 contains 18521 members 
Mstep: Class 15 contains 7488 members 
Mstep: Class 16 contains 9776 members 
Mstep: Class 17 contains 38142 members 
Mstep: Class 18 contains 6442 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 13638 members 
Mstep: Class 21 contains 7540 members 
Mstep: Class 22 contains 9513 members 
Mstep: Class 23 contains 10229 members 
Mstep: Class 24 contains 9808 members 
Mstep: Class 25 contains 18996 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 20032 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714324.000000 Penalty: 94338.273438
Iteration 95Q: 31 clusters Score -3.571432e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12987 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 3315 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 15271 members 
Mstep: Class 7 contains 6426 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 15454 members 
Mstep: Class 10 contains 4761 members 
Mstep: Class 11 contains 9946 members 
Mstep: Class 12 contains 15168 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 18512 members 
Mstep: Class 15 contains 7487 members 
Mstep: Class 16 contains 9809 members 
Mstep: Class 17 contains 38161 members 
Mstep: Class 18 contains 6443 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 13642 members 
Mstep: Class 21 contains 7534 members 
Mstep: Class 22 contains 9505 members 
Mstep: Class 23 contains 10343 members 
Mstep: Class 24 contains 9742 members 
Mstep: Class 25 contains 18921 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 20003 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714380.000000 Penalty: 94338.273438
Iteration 96Q: 31 clusters Score -3.571438e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12992 members 
Mstep: Class 3 contains 11501 members 
Mstep: Class 4 contains 3321 members 
Mstep: Class 5 contains 6730 members 
Mstep: Class 6 contains 15285 members 
Mstep: Class 7 contains 6430 members 
Mstep: Class 8 contains 5913 members 
Mstep: Class 9 contains 15455 members 
Mstep: Class 10 contains 4766 members 
Mstep: Class 11 contains 9973 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3639 members 
Mstep: Class 14 contains 18501 members 
Mstep: Class 15 contains 7488 members 
Mstep: Class 16 contains 9846 members 
Mstep: Class 17 contains 38169 members 
Mstep: Class 18 contains 6443 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 13643 members 
Mstep: Class 21 contains 7535 members 
Mstep: Class 22 contains 9501 members 
Mstep: Class 23 contains 10436 members 
Mstep: Class 24 contains 9679 members 
Mstep: Class 25 contains 18844 members 
Mstep: Class 26 contains 2722 members 
Mstep: Class 27 contains 19974 members 
Mstep: Class 28 contains 5197 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714480.000000 Penalty: 94338.273438
Iteration 97Q: 31 clusters Score -3.571448e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 12997 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 3322 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 15294 members 
Mstep: Class 7 contains 6427 members 
Mstep: Class 8 contains 5914 members 
Mstep: Class 9 contains 15449 members 
Mstep: Class 10 contains 4770 members 
Mstep: Class 11 contains 9995 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3647 members 
Mstep: Class 14 contains 18494 members 
Mstep: Class 15 contains 7491 members 
Mstep: Class 16 contains 9884 members 
Mstep: Class 17 contains 38190 members 
Mstep: Class 18 contains 6444 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 7538 members 
Mstep: Class 22 contains 9498 members 
Mstep: Class 23 contains 10508 members 
Mstep: Class 24 contains 9624 members 
Mstep: Class 25 contains 18762 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19947 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714524.000000 Penalty: 94338.273438
Iteration 98Q: 31 clusters Score -3.571452e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13011 members 
Mstep: Class 3 contains 11503 members 
Mstep: Class 4 contains 3323 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 15304 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 5913 members 
Mstep: Class 9 contains 15450 members 
Mstep: Class 10 contains 4773 members 
Mstep: Class 11 contains 10005 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 18479 members 
Mstep: Class 15 contains 7489 members 
Mstep: Class 16 contains 9915 members 
Mstep: Class 17 contains 38196 members 
Mstep: Class 18 contains 6446 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 13648 members 
Mstep: Class 21 contains 7539 members 
Mstep: Class 22 contains 9494 members 
Mstep: Class 23 contains 10596 members 
Mstep: Class 24 contains 9594 members 
Mstep: Class 25 contains 18687 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19925 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714632.000000 Penalty: 94338.273438
Iteration 99Q: 31 clusters Score -3.571463e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13028 members 
Mstep: Class 3 contains 11503 members 
Mstep: Class 4 contains 3329 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 15319 members 
Mstep: Class 7 contains 6429 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 15449 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 10018 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 18465 members 
Mstep: Class 15 contains 7488 members 
Mstep: Class 16 contains 9934 members 
Mstep: Class 17 contains 38211 members 
Mstep: Class 18 contains 6446 members 
Mstep: Class 19 contains 4122 members 
Mstep: Class 20 contains 13653 members 
Mstep: Class 21 contains 7544 members 
Mstep: Class 22 contains 9491 members 
Mstep: Class 23 contains 10670 members 
Mstep: Class 24 contains 9566 members 
Mstep: Class 25 contains 18618 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19887 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714664.000000 Penalty: 94338.273438
Iteration 100F: 31 clusters Score -3.571466e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13040 members 
Mstep: Class 3 contains 11504 members 
Mstep: Class 4 contains 3332 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 15329 members 
Mstep: Class 7 contains 6428 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 15450 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 10036 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 3657 members 
Mstep: Class 14 contains 18458 members 
Mstep: Class 15 contains 7487 members 
Mstep: Class 16 contains 9952 members 
Mstep: Class 17 contains 38209 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 4121 members 
Mstep: Class 20 contains 13659 members 
Mstep: Class 21 contains 7543 members 
Mstep: Class 22 contains 9492 members 
Mstep: Class 23 contains 10740 members 
Mstep: Class 24 contains 9532 members 
Mstep: Class 25 contains 18560 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19856 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714708.000000 Penalty: 94338.273438
Iteration 101Q: 31 clusters Score -3.571471e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13057 members 
Mstep: Class 3 contains 11503 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 15336 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 5908 members 
Mstep: Class 9 contains 15456 members 
Mstep: Class 10 contains 4775 members 
Mstep: Class 11 contains 10054 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3663 members 
Mstep: Class 14 contains 18455 members 
Mstep: Class 15 contains 7486 members 
Mstep: Class 16 contains 9968 members 
Mstep: Class 17 contains 38203 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 4122 members 
Mstep: Class 20 contains 13663 members 
Mstep: Class 21 contains 7535 members 
Mstep: Class 22 contains 9489 members 
Mstep: Class 23 contains 10795 members 
Mstep: Class 24 contains 9492 members 
Mstep: Class 25 contains 18512 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19830 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714700.000000 Penalty: 94338.273438
Iteration 102Q: 31 clusters Score -3.57147e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13063 members 
Mstep: Class 3 contains 11503 members 
Mstep: Class 4 contains 3343 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 15343 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 15459 members 
Mstep: Class 10 contains 4776 members 
Mstep: Class 11 contains 10077 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3670 members 
Mstep: Class 14 contains 18442 members 
Mstep: Class 15 contains 7486 members 
Mstep: Class 16 contains 9983 members 
Mstep: Class 17 contains 38208 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 4121 members 
Mstep: Class 20 contains 13663 members 
Mstep: Class 21 contains 7531 members 
Mstep: Class 22 contains 9485 members 
Mstep: Class 23 contains 10847 members 
Mstep: Class 24 contains 9457 members 
Mstep: Class 25 contains 18470 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19803 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714732.000000 Penalty: 94338.273438
Iteration 103Q: 31 clusters Score -3.571473e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13063 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 3349 members 
Mstep: Class 5 contains 6727 members 
Mstep: Class 6 contains 15352 members 
Mstep: Class 7 contains 6421 members 
Mstep: Class 8 contains 5895 members 
Mstep: Class 9 contains 15468 members 
Mstep: Class 10 contains 4780 members 
Mstep: Class 11 contains 10098 members 
Mstep: Class 12 contains 15163 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 18438 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 17 contains 38225 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 13665 members 
Mstep: Class 21 contains 7534 members 
Mstep: Class 22 contains 9481 members 
Mstep: Class 23 contains 10885 members 
Mstep: Class 24 contains 9416 members 
Mstep: Class 25 contains 18426 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19782 members 
Mstep: Class 28 contains 5202 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714712.000000 Penalty: 94338.273438
Iteration 104Q: 31 clusters Score -3.571471e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13067 members 
Mstep: Class 3 contains 11499 members 
Mstep: Class 4 contains 3351 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 15359 members 
Mstep: Class 7 contains 6419 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 15467 members 
Mstep: Class 10 contains 4785 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 18428 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 17 contains 38245 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 7540 members 
Mstep: Class 22 contains 9475 members 
Mstep: Class 23 contains 10923 members 
Mstep: Class 24 contains 9395 members 
Mstep: Class 25 contains 18395 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19765 members 
Mstep: Class 28 contains 5203 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714712.000000 Penalty: 94338.273438
Iteration 105Q: 31 clusters Score -3.571471e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 15365 members 
Mstep: Class 7 contains 6415 members 
Mstep: Class 8 contains 5874 members 
Mstep: Class 9 contains 15470 members 
Mstep: Class 10 contains 4789 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 18423 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 38254 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 20 contains 13666 members 
Mstep: Class 21 contains 7537 members 
Mstep: Class 22 contains 9468 members 
Mstep: Class 23 contains 10967 members 
Mstep: Class 24 contains 9367 members 
Mstep: Class 25 contains 18372 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19754 members 
Mstep: Class 28 contains 5203 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714712.000000 Penalty: 94338.273438
Iteration 106Q: 31 clusters Score -3.571471e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 11498 members 
Mstep: Class 4 contains 3361 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 15371 members 
Mstep: Class 7 contains 6412 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 15474 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 10176 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 18416 members 
Mstep: Class 15 contains 7484 members 
Mstep: Class 16 contains 10000 members 
Mstep: Class 17 contains 38254 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 4115 members 
Mstep: Class 20 contains 13667 members 
Mstep: Class 21 contains 7533 members 
Mstep: Class 22 contains 9462 members 
Mstep: Class 23 contains 11010 members 
Mstep: Class 24 contains 9359 members 
Mstep: Class 25 contains 18338 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19741 members 
Mstep: Class 28 contains 5205 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714796.000000 Penalty: 94338.273438
Iteration 107Q: 31 clusters Score -3.57148e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13101 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 6749 members 
Mstep: Class 6 contains 15378 members 
Mstep: Class 7 contains 6408 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 15478 members 
Mstep: Class 10 contains 4795 members 
Mstep: Class 11 contains 10196 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 38258 members 
Mstep: Class 18 contains 6447 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 20 contains 13668 members 
Mstep: Class 21 contains 7531 members 
Mstep: Class 22 contains 9455 members 
Mstep: Class 23 contains 11045 members 
Mstep: Class 24 contains 9338 members 
Mstep: Class 25 contains 18306 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19732 members 
Mstep: Class 28 contains 5205 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714832.000000 Penalty: 94338.273438
Iteration 108Q: 31 clusters Score -3.571483e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13109 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 4 contains 3372 members 
Mstep: Class 5 contains 6754 members 
Mstep: Class 6 contains 15382 members 
Mstep: Class 7 contains 6402 members 
Mstep: Class 8 contains 5845 members 
Mstep: Class 9 contains 15475 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 10209 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 18397 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 10006 members 
Mstep: Class 17 contains 38267 members 
Mstep: Class 18 contains 6449 members 
Mstep: Class 19 contains 4117 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 7525 members 
Mstep: Class 22 contains 9448 members 
Mstep: Class 23 contains 11081 members 
Mstep: Class 24 contains 9326 members 
Mstep: Class 25 contains 18286 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19725 members 
Mstep: Class 28 contains 5205 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714836.000000 Penalty: 94338.273438
Iteration 109Q: 31 clusters Score -3.571484e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13117 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 4 contains 3372 members 
Mstep: Class 5 contains 6755 members 
Mstep: Class 6 contains 15392 members 
Mstep: Class 7 contains 6402 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 15473 members 
Mstep: Class 10 contains 4797 members 
Mstep: Class 11 contains 10218 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 18385 members 
Mstep: Class 15 contains 7478 members 
Mstep: Class 16 contains 10015 members 
Mstep: Class 17 contains 38276 members 
Mstep: Class 18 contains 6451 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 13670 members 
Mstep: Class 21 contains 7531 members 
Mstep: Class 22 contains 9442 members 
Mstep: Class 23 contains 11119 members 
Mstep: Class 24 contains 9301 members 
Mstep: Class 25 contains 18264 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19719 members 
Mstep: Class 28 contains 5207 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714856.000000 Penalty: 94338.273438
Iteration 110Q: 31 clusters Score -3.571486e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13119 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 6765 members 
Mstep: Class 6 contains 15395 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 15476 members 
Mstep: Class 10 contains 4799 members 
Mstep: Class 11 contains 10224 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3673 members 
Mstep: Class 14 contains 18380 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 10022 members 
Mstep: Class 17 contains 38286 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 13670 members 
Mstep: Class 21 contains 7529 members 
Mstep: Class 22 contains 9437 members 
Mstep: Class 23 contains 11143 members 
Mstep: Class 24 contains 9274 members 
Mstep: Class 25 contains 18240 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19712 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714824.000000 Penalty: 94338.273438
Iteration 111Q: 31 clusters Score -3.571482e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13119 members 
Mstep: Class 3 contains 11496 members 
Mstep: Class 4 contains 3381 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15401 members 
Mstep: Class 7 contains 6394 members 
Mstep: Class 8 contains 5842 members 
Mstep: Class 9 contains 15478 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 10228 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 18374 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 10033 members 
Mstep: Class 17 contains 38287 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 4121 members 
Mstep: Class 20 contains 13670 members 
Mstep: Class 21 contains 7527 members 
Mstep: Class 22 contains 9435 members 
Mstep: Class 23 contains 11169 members 
Mstep: Class 24 contains 9267 members 
Mstep: Class 25 contains 18210 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19707 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714820.000000 Penalty: 94338.273438
Iteration 112Q: 31 clusters Score -3.571482e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13124 members 
Mstep: Class 3 contains 11497 members 
Mstep: Class 4 contains 3386 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 15401 members 
Mstep: Class 7 contains 6392 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 15479 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 10233 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 18371 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 10040 members 
Mstep: Class 17 contains 38298 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 13673 members 
Mstep: Class 21 contains 7523 members 
Mstep: Class 22 contains 9432 members 
Mstep: Class 23 contains 11194 members 
Mstep: Class 24 contains 9252 members 
Mstep: Class 25 contains 18177 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19699 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714824.000000 Penalty: 94338.273438
Iteration 113Q: 31 clusters Score -3.571482e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13130 members 
Mstep: Class 3 contains 11496 members 
Mstep: Class 4 contains 3388 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 15406 members 
Mstep: Class 7 contains 6389 members 
Mstep: Class 8 contains 5841 members 
Mstep: Class 9 contains 15481 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 10238 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 18366 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 10045 members 
Mstep: Class 17 contains 38306 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 7523 members 
Mstep: Class 22 contains 9429 members 
Mstep: Class 23 contains 11217 members 
Mstep: Class 24 contains 9233 members 
Mstep: Class 25 contains 18157 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19694 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714792.000000 Penalty: 94338.273438
Iteration 114Q: 31 clusters Score -3.571479e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13143 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 15407 members 
Mstep: Class 7 contains 6386 members 
Mstep: Class 8 contains 5839 members 
Mstep: Class 9 contains 15482 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 3675 members 
Mstep: Class 14 contains 18360 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 10046 members 
Mstep: Class 17 contains 38314 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 7523 members 
Mstep: Class 22 contains 9424 members 
Mstep: Class 23 contains 11254 members 
Mstep: Class 24 contains 9224 members 
Mstep: Class 25 contains 18142 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19686 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714860.000000 Penalty: 94338.273438
Iteration 115Q: 31 clusters Score -3.571486e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13154 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3391 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 15408 members 
Mstep: Class 7 contains 6384 members 
Mstep: Class 8 contains 5835 members 
Mstep: Class 9 contains 15483 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 10246 members 
Mstep: Class 12 contains 15165 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 18354 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 10050 members 
Mstep: Class 17 contains 38320 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 7525 members 
Mstep: Class 22 contains 9419 members 
Mstep: Class 23 contains 11295 members 
Mstep: Class 24 contains 9212 members 
Mstep: Class 25 contains 18125 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19682 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714908.000000 Penalty: 94338.273438
Iteration 116Q: 31 clusters Score -3.571491e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13160 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6786 members 
Mstep: Class 6 contains 15410 members 
Mstep: Class 7 contains 6384 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 15482 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 10252 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3676 members 
Mstep: Class 14 contains 18346 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 10051 members 
Mstep: Class 17 contains 38328 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 7523 members 
Mstep: Class 22 contains 9414 members 
Mstep: Class 23 contains 11331 members 
Mstep: Class 24 contains 9208 members 
Mstep: Class 25 contains 18113 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19672 members 
Mstep: Class 28 contains 5208 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714956.000000 Penalty: 94338.273438
Iteration 117Q: 31 clusters Score -3.571496e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13165 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6786 members 
Mstep: Class 6 contains 15412 members 
Mstep: Class 7 contains 6384 members 
Mstep: Class 8 contains 5827 members 
Mstep: Class 9 contains 15483 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 10258 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18340 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 10051 members 
Mstep: Class 17 contains 38340 members 
Mstep: Class 18 contains 6454 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 7522 members 
Mstep: Class 22 contains 9410 members 
Mstep: Class 23 contains 11360 members 
Mstep: Class 24 contains 9205 members 
Mstep: Class 25 contains 18098 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19669 members 
Mstep: Class 28 contains 5209 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714936.000000 Penalty: 94338.273438
Iteration 118Q: 31 clusters Score -3.571494e+07 nChanged 107
Entering ConstructFrom: 
Score: -35714936.000000 Penalty: 94338.273438
Entering ConstructFrom: 
Trying to split cluster 1 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -306427.843750 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -306427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -303302.750000 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -303302.8 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -303941.593750 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -303941.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -304131.968750 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -304132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -304253.000000 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -304253 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -304334.656250 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -304334.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -304442.937500 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -304442.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -304546.968750 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -304547 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -304683.468750 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -304683.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -304859.500000 Penalty: 3940.819580
	Iteration 8F: 3 clusters Score -304859.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -305030.437500 Penalty: 3940.819580
	Iteration 9F: 3 clusters Score -305030.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -305194.062500 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -305194.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -305346.468750 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -305346.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -305436.937500 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -305436.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -305489.968750 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -305490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -305513.625000 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -305513.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -305525.156250 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -305525.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -305536.031250 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -305536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -305544.093750 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -305544.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -305549.843750 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -305549.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -305557.656250 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -305557.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -305564.218750 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -305564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -305567.531250 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -305567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -305571.000000 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -305571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -305574.500000 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -305574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -305578.250000 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -305578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -305582.093750 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -305582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -305583.937500 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -305583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -305584.812500 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -305584.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -305584.812500 Penalty: 3940.819580
	Iteration 28F: 3 clusters Score -305584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Entering Unmasked Estep 
Score: -1249557.500000 Penalty: 2352.396240
	Iteration 0F: 2 clusters Score -1249558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1239791.500000 Penalty: 4704.792480
	Iteration 0F: 3 clusters Score -1239792 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1242796.625000 Penalty: 4704.792480
	Iteration 1F: 3 clusters Score -1242797 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1243331.375000 Penalty: 4704.792480
	Iteration 2F: 3 clusters Score -1243331 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1243865.125000 Penalty: 4704.792480
	Iteration 3F: 3 clusters Score -1243865 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1244440.625000 Penalty: 4704.792480
	Iteration 4F: 3 clusters Score -1244441 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1245027.750000 Penalty: 4704.792480
	Iteration 5F: 3 clusters Score -1245028 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1245581.250000 Penalty: 4704.792480
	Iteration 6F: 3 clusters Score -1245581 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1246012.625000 Penalty: 4704.792480
	Iteration 7F: 3 clusters Score -1246013 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1246334.875000 Penalty: 4704.792480
	Iteration 8Q: 3 clusters Score -1246335 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1246576.875000 Penalty: 4704.792480
	Iteration 9Q: 3 clusters Score -1246577 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1246756.500000 Penalty: 4704.792480
	Iteration 10Q: 3 clusters Score -1246756 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1246915.875000 Penalty: 4704.792480
	Iteration 11Q: 3 clusters Score -1246916 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1247039.750000 Penalty: 4704.792480
	Iteration 12Q: 3 clusters Score -1247040 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1247157.875000 Penalty: 4704.792480
	Iteration 13Q: 3 clusters Score -1247158 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1247273.875000 Penalty: 4704.792480
	Iteration 14Q: 3 clusters Score -1247274 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1247387.750000 Penalty: 4704.792480
	Iteration 15Q: 3 clusters Score -1247388 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1247501.750000 Penalty: 4704.792480
	Iteration 16Q: 3 clusters Score -1247502 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1247621.250000 Penalty: 4704.792480
	Iteration 17Q: 3 clusters Score -1247621 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1247734.750000 Penalty: 4704.792480
	Iteration 18Q: 3 clusters Score -1247735 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1247849.125000 Penalty: 4704.792480
	Iteration 19Q: 3 clusters Score -1247849 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1247943.250000 Penalty: 4704.792480
	Iteration 20F: 3 clusters Score -1247943 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1248015.750000 Penalty: 4704.792480
	Iteration 21Q: 3 clusters Score -1248016 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1248072.125000 Penalty: 4704.792480
	Iteration 22Q: 3 clusters Score -1248072 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1248120.000000 Penalty: 4704.792480
	Iteration 23Q: 3 clusters Score -1248120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1248155.250000 Penalty: 4704.792480
	Iteration 24Q: 3 clusters Score -1248155 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1248183.625000 Penalty: 4704.792480
	Iteration 25Q: 3 clusters Score -1248184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1248203.000000 Penalty: 4704.792480
	Iteration 26Q: 3 clusters Score -1248203 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1248224.500000 Penalty: 4704.792480
	Iteration 27Q: 3 clusters Score -1248224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1248236.125000 Penalty: 4704.792480
	Iteration 28Q: 3 clusters Score -1248236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1248249.125000 Penalty: 4704.792480
	Iteration 29Q: 3 clusters Score -1248249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1248256.750000 Penalty: 4704.792480
	Iteration 30Q: 3 clusters Score -1248257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1248267.875000 Penalty: 4704.792480
	Iteration 31Q: 3 clusters Score -1248268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1248271.250000 Penalty: 4704.792480
	Iteration 32Q: 3 clusters Score -1248271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1248274.750000 Penalty: 4704.792480
	Iteration 33Q: 3 clusters Score -1248275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1248282.250000 Penalty: 4704.792480
	Iteration 34Q: 3 clusters Score -1248282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1248296.375000 Penalty: 4704.792480
	Iteration 35Q: 3 clusters Score -1248296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1248305.750000 Penalty: 4704.792480
	Iteration 36Q: 3 clusters Score -1248306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1248317.500000 Penalty: 4704.792480
	Iteration 37Q: 3 clusters Score -1248318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1248324.375000 Penalty: 4704.792480
	Iteration 38Q: 3 clusters Score -1248324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1248337.250000 Penalty: 4704.792480
	Iteration 39Q: 3 clusters Score -1248337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1248345.375000 Penalty: 4704.792480
	Iteration 40F: 3 clusters Score -1248345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1248357.250000 Penalty: 4704.792480
	Iteration 41Q: 3 clusters Score -1248357 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1248368.000000 Penalty: 4704.792480
	Iteration 42Q: 3 clusters Score -1248368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1248385.000000 Penalty: 4704.792480
	Iteration 43Q: 3 clusters Score -1248385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1248395.250000 Penalty: 4704.792480
	Iteration 44Q: 3 clusters Score -1248395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1248408.000000 Penalty: 4704.792480
	Iteration 45Q: 3 clusters Score -1248408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1248409.625000 Penalty: 4704.792480
	Iteration 46Q: 3 clusters Score -1248410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1248420.875000 Penalty: 4704.792480
	Iteration 47Q: 3 clusters Score -1248421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1248428.000000 Penalty: 4704.792480
	Iteration 48Q: 3 clusters Score -1248428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1248438.000000 Penalty: 4704.792480
	Iteration 49Q: 3 clusters Score -1248438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1248441.500000 Penalty: 4704.792480
	Iteration 50Q: 3 clusters Score -1248442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1248446.500000 Penalty: 4704.792480
	Iteration 51Q: 3 clusters Score -1248446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1248452.500000 Penalty: 4704.792480
	Iteration 52Q: 3 clusters Score -1248452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1248454.000000 Penalty: 4704.792480
	Iteration 53Q: 3 clusters Score -1248454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1248458.375000 Penalty: 4704.792480
	Iteration 54Q: 3 clusters Score -1248458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1248462.625000 Penalty: 4704.792480
	Iteration 55Q: 3 clusters Score -1248463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1248462.250000 Penalty: 4704.792480
	Iteration 56Q: 3 clusters Score -1248462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1248464.125000 Penalty: 4704.792480
	Iteration 57Q: 3 clusters Score -1248464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1248469.625000 Penalty: 4704.792480
	Iteration 58Q: 3 clusters Score -1248470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1248467.500000 Penalty: 4704.792480
	Iteration 59Q: 3 clusters Score -1248468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1248468.750000 Penalty: 4704.792480
	Iteration 60F: 3 clusters Score -1248469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1248470.875000 Penalty: 4704.792480
	Iteration 61Q: 3 clusters Score -1248471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1248473.375000 Penalty: 4704.792480
	Iteration 62Q: 3 clusters Score -1248473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1248476.375000 Penalty: 4704.792480
	Iteration 63Q: 3 clusters Score -1248476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1248475.375000 Penalty: 4704.792480
	Iteration 64Q: 3 clusters Score -1248475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1248477.250000 Penalty: 4704.792480
	Iteration 65Q: 3 clusters Score -1248477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1248477.375000 Penalty: 4704.792480
	Iteration 66Q: 3 clusters Score -1248477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1248478.750000 Penalty: 4704.792480
	Iteration 67Q: 3 clusters Score -1248479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1248478.125000 Penalty: 4704.792480
	Iteration 68Q: 3 clusters Score -1248478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1248478.125000 Penalty: 4704.792480
	Iteration 69F: 3 clusters Score -1248478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Entering Unmasked Estep 
Score: -1378861.500000 Penalty: 2318.696045
	Iteration 0F: 2 clusters Score -1378862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1370313.375000 Penalty: 4637.392090
	Iteration 0F: 3 clusters Score -1370313 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1372825.250000 Penalty: 4637.392090
	Iteration 1F: 3 clusters Score -1372825 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1373130.750000 Penalty: 4637.392090
	Iteration 2F: 3 clusters Score -1373131 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1373360.375000 Penalty: 4637.392090
	Iteration 3Q: 3 clusters Score -1373360 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1373556.000000 Penalty: 4637.392090
	Iteration 4Q: 3 clusters Score -1373556 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1373720.250000 Penalty: 4637.392090
	Iteration 5Q: 3 clusters Score -1373720 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1373863.125000 Penalty: 4637.392090
	Iteration 6Q: 3 clusters Score -1373863 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1374002.125000 Penalty: 4637.392090
	Iteration 7Q: 3 clusters Score -1374002 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1374163.125000 Penalty: 4637.392090
	Iteration 8Q: 3 clusters Score -1374163 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1374342.000000 Penalty: 4637.392090
	Iteration 9Q: 3 clusters Score -1374342 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1374526.625000 Penalty: 4637.392090
	Iteration 10Q: 3 clusters Score -1374527 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1374745.500000 Penalty: 4637.392090
	Iteration 11Q: 3 clusters Score -1374746 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1374952.750000 Penalty: 4637.392090
	Iteration 12Q: 3 clusters Score -1374953 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1375096.125000 Penalty: 4637.392090
	Iteration 13Q: 3 clusters Score -1375096 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1375209.875000 Penalty: 4637.392090
	Iteration 14Q: 3 clusters Score -1375210 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1375287.625000 Penalty: 4637.392090
	Iteration 15Q: 3 clusters Score -1375288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1375349.250000 Penalty: 4637.392090
	Iteration 16Q: 3 clusters Score -1375349 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1375408.000000 Penalty: 4637.392090
	Iteration 17Q: 3 clusters Score -1375408 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1375454.625000 Penalty: 4637.392090
	Iteration 18Q: 3 clusters Score -1375455 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1375490.250000 Penalty: 4637.392090
	Iteration 19Q: 3 clusters Score -1375490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1375521.250000 Penalty: 4637.392090
	Iteration 20F: 3 clusters Score -1375521 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1375558.625000 Penalty: 4637.392090
	Iteration 21Q: 3 clusters Score -1375559 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1375585.250000 Penalty: 4637.392090
	Iteration 22Q: 3 clusters Score -1375585 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1375611.625000 Penalty: 4637.392090
	Iteration 23Q: 3 clusters Score -1375612 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1375629.750000 Penalty: 4637.392090
	Iteration 24Q: 3 clusters Score -1375630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1375652.750000 Penalty: 4637.392090
	Iteration 25Q: 3 clusters Score -1375653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1375685.250000 Penalty: 4637.392090
	Iteration 26Q: 3 clusters Score -1375685 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1375715.375000 Penalty: 4637.392090
	Iteration 27Q: 3 clusters Score -1375715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1375750.625000 Penalty: 4637.392090
	Iteration 28Q: 3 clusters Score -1375751 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1375792.750000 Penalty: 4637.392090
	Iteration 29Q: 3 clusters Score -1375793 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1375824.375000 Penalty: 4637.392090
	Iteration 30Q: 3 clusters Score -1375824 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1375860.000000 Penalty: 4637.392090
	Iteration 31Q: 3 clusters Score -1375860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1375900.875000 Penalty: 4637.392090
	Iteration 32Q: 3 clusters Score -1375901 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1375938.750000 Penalty: 4637.392090
	Iteration 33Q: 3 clusters Score -1375939 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1375965.625000 Penalty: 4637.392090
	Iteration 34Q: 3 clusters Score -1375966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1376001.500000 Penalty: 4637.392090
	Iteration 35Q: 3 clusters Score -1376002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1376047.500000 Penalty: 4637.392090
	Iteration 36Q: 3 clusters Score -1376048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1376092.250000 Penalty: 4637.392090
	Iteration 37Q: 3 clusters Score -1376092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1376129.000000 Penalty: 4637.392090
	Iteration 38Q: 3 clusters Score -1376129 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1376165.125000 Penalty: 4637.392090
	Iteration 39Q: 3 clusters Score -1376165 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1376196.750000 Penalty: 4637.392090
	Iteration 40F: 3 clusters Score -1376197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1376226.125000 Penalty: 4637.392090
	Iteration 41Q: 3 clusters Score -1376226 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1376251.125000 Penalty: 4637.392090
	Iteration 42Q: 3 clusters Score -1376251 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1376273.250000 Penalty: 4637.392090
	Iteration 43Q: 3 clusters Score -1376273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1376304.500000 Penalty: 4637.392090
	Iteration 44Q: 3 clusters Score -1376304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1376331.000000 Penalty: 4637.392090
	Iteration 45Q: 3 clusters Score -1376331 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1376374.625000 Penalty: 4637.392090
	Iteration 46Q: 3 clusters Score -1376375 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1376423.500000 Penalty: 4637.392090
	Iteration 47Q: 3 clusters Score -1376424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1376470.375000 Penalty: 4637.392090
	Iteration 48Q: 3 clusters Score -1376470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1376509.500000 Penalty: 4637.392090
	Iteration 49Q: 3 clusters Score -1376510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1376545.500000 Penalty: 4637.392090
	Iteration 50Q: 3 clusters Score -1376546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1376583.875000 Penalty: 4637.392090
	Iteration 51Q: 3 clusters Score -1376584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1376622.250000 Penalty: 4637.392090
	Iteration 52Q: 3 clusters Score -1376622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1376649.500000 Penalty: 4637.392090
	Iteration 53Q: 3 clusters Score -1376650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1376677.375000 Penalty: 4637.392090
	Iteration 54Q: 3 clusters Score -1376677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1376699.500000 Penalty: 4637.392090
	Iteration 55Q: 3 clusters Score -1376700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1376722.000000 Penalty: 4637.392090
	Iteration 56Q: 3 clusters Score -1376722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1376736.750000 Penalty: 4637.392090
	Iteration 57Q: 3 clusters Score -1376737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1376756.250000 Penalty: 4637.392090
	Iteration 58Q: 3 clusters Score -1376756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1376765.125000 Penalty: 4637.392090
	Iteration 59Q: 3 clusters Score -1376765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1376780.250000 Penalty: 4637.392090
	Iteration 60F: 3 clusters Score -1376780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1376790.750000 Penalty: 4637.392090
	Iteration 61Q: 3 clusters Score -1376791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1376801.500000 Penalty: 4637.392090
	Iteration 62Q: 3 clusters Score -1376802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1376803.625000 Penalty: 4637.392090
	Iteration 63Q: 3 clusters Score -1376804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1376812.750000 Penalty: 4637.392090
	Iteration 64Q: 3 clusters Score -1376813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1376825.750000 Penalty: 4637.392090
	Iteration 65Q: 3 clusters Score -1376826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1376836.000000 Penalty: 4637.392090
	Iteration 66Q: 3 clusters Score -1376836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1376859.625000 Penalty: 4637.392090
	Iteration 67Q: 3 clusters Score -1376860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1376885.125000 Penalty: 4637.392090
	Iteration 68Q: 3 clusters Score -1376885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1376910.625000 Penalty: 4637.392090
	Iteration 69Q: 3 clusters Score -1376911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1376943.000000 Penalty: 4637.392090
	Iteration 70Q: 3 clusters Score -1376943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1376969.000000 Penalty: 4637.392090
	Iteration 71Q: 3 clusters Score -1376969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1376986.750000 Penalty: 4637.392090
	Iteration 72Q: 3 clusters Score -1376987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1377004.875000 Penalty: 4637.392090
	Iteration 73Q: 3 clusters Score -1377005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1377015.625000 Penalty: 4637.392090
	Iteration 74Q: 3 clusters Score -1377016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1377025.750000 Penalty: 4637.392090
	Iteration 75Q: 3 clusters Score -1377026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1377030.000000 Penalty: 4637.392090
	Iteration 76Q: 3 clusters Score -1377030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1377033.875000 Penalty: 4637.392090
	Iteration 77Q: 3 clusters Score -1377034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1377035.875000 Penalty: 4637.392090
	Iteration 78Q: 3 clusters Score -1377036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1377040.875000 Penalty: 4637.392090
	Iteration 79Q: 3 clusters Score -1377041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1377047.750000 Penalty: 4637.392090
	Iteration 80F: 3 clusters Score -1377048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1377047.000000 Penalty: 4637.392090
	Iteration 81Q: 3 clusters Score -1377047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1377047.000000 Penalty: 4637.392090
	Iteration 82Q: 3 clusters Score -1377047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1377047.875000 Penalty: 4637.392090
	Iteration 83Q: 3 clusters Score -1377048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1377048.500000 Penalty: 4637.392090
	Iteration 84Q: 3 clusters Score -1377048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1377048.125000 Penalty: 4637.392090
	Iteration 85Q: 3 clusters Score -1377048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1377048.375000 Penalty: 4637.392090
	Iteration 86Q: 3 clusters Score -1377048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1377047.250000 Penalty: 4637.392090
	Iteration 87Q: 3 clusters Score -1377047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1377047.250000 Penalty: 4637.392090
	Iteration 88F: 3 clusters Score -1377047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -397520.593750 Penalty: 2016.035400
	Iteration 0F: 2 clusters Score -397520.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -394043.906250 Penalty: 4032.070801
	Iteration 0F: 3 clusters Score -394043.9 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -394764.687500 Penalty: 4032.070801
	Iteration 1F: 3 clusters Score -394764.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -394924.718750 Penalty: 4032.070801
	Iteration 2F: 3 clusters Score -394924.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -395007.062500 Penalty: 4032.070801
	Iteration 3Q: 3 clusters Score -395007.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -395066.687500 Penalty: 4032.070801
	Iteration 4Q: 3 clusters Score -395066.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -395114.875000 Penalty: 4032.070801
	Iteration 5Q: 3 clusters Score -395114.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -395143.156250 Penalty: 4032.070801
	Iteration 6Q: 3 clusters Score -395143.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -395164.968750 Penalty: 4032.070801
	Iteration 7Q: 3 clusters Score -395165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -395182.750000 Penalty: 4032.070801
	Iteration 8Q: 3 clusters Score -395182.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -395202.093750 Penalty: 4032.070801
	Iteration 9Q: 3 clusters Score -395202.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -395220.968750 Penalty: 4032.070801
	Iteration 10Q: 3 clusters Score -395221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -395239.718750 Penalty: 4032.070801
	Iteration 11Q: 3 clusters Score -395239.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -395254.750000 Penalty: 4032.070801
	Iteration 12Q: 3 clusters Score -395254.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -395274.312500 Penalty: 4032.070801
	Iteration 13Q: 3 clusters Score -395274.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -395296.406250 Penalty: 4032.070801
	Iteration 14Q: 3 clusters Score -395296.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -395325.593750 Penalty: 4032.070801
	Iteration 15Q: 3 clusters Score -395325.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -395361.750000 Penalty: 4032.070801
	Iteration 16Q: 3 clusters Score -395361.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -395413.531250 Penalty: 4032.070801
	Iteration 17Q: 3 clusters Score -395413.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -395468.531250 Penalty: 4032.070801
	Iteration 18Q: 3 clusters Score -395468.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -395524.875000 Penalty: 4032.070801
	Iteration 19Q: 3 clusters Score -395524.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -395578.281250 Penalty: 4032.070801
	Iteration 20F: 3 clusters Score -395578.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -395638.812500 Penalty: 4032.070801
	Iteration 21Q: 3 clusters Score -395638.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -395706.343750 Penalty: 4032.070801
	Iteration 22Q: 3 clusters Score -395706.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -395771.843750 Penalty: 4032.070801
	Iteration 23Q: 3 clusters Score -395771.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -395838.812500 Penalty: 4032.070801
	Iteration 24Q: 3 clusters Score -395838.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -395906.843750 Penalty: 4032.070801
	Iteration 25Q: 3 clusters Score -395906.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -396001.625000 Penalty: 4032.070801
	Iteration 26Q: 3 clusters Score -396001.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -396127.625000 Penalty: 4032.070801
	Iteration 27Q: 3 clusters Score -396127.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -396256.625000 Penalty: 4032.070801
	Iteration 28Q: 3 clusters Score -396256.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -396402.937500 Penalty: 4032.070801
	Iteration 29Q: 3 clusters Score -396402.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -396612.468750 Penalty: 4032.070801
	Iteration 30Q: 3 clusters Score -396612.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -396801.437500 Penalty: 4032.070801
	Iteration 31Q: 3 clusters Score -396801.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -396886.031250 Penalty: 4032.070801
	Iteration 32Q: 3 clusters Score -396886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -396923.406250 Penalty: 4032.070801
	Iteration 33Q: 3 clusters Score -396923.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -396936.000000 Penalty: 4032.070801
	Iteration 34Q: 3 clusters Score -396936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -396946.281250 Penalty: 4032.070801
	Iteration 35Q: 3 clusters Score -396946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -396949.875000 Penalty: 4032.070801
	Iteration 36Q: 3 clusters Score -396949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -396950.593750 Penalty: 4032.070801
	Iteration 37Q: 3 clusters Score -396950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -396951.093750 Penalty: 4032.070801
	Iteration 38Q: 3 clusters Score -396951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -396951.093750 Penalty: 4032.070801
	Iteration 39F: 3 clusters Score -396951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Entering Unmasked Estep 
Score: -814952.187500 Penalty: 2188.045654
	Iteration 0F: 2 clusters Score -814952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -809324.000000 Penalty: 4376.091309
	Iteration 0F: 3 clusters Score -809324 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -810823.937500 Penalty: 4376.091309
	Iteration 1F: 3 clusters Score -810823.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -811081.375000 Penalty: 4376.091309
	Iteration 2F: 3 clusters Score -811081.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -811256.125000 Penalty: 4376.091309
	Iteration 3Q: 3 clusters Score -811256.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -811402.750000 Penalty: 4376.091309
	Iteration 4Q: 3 clusters Score -811402.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -811538.750000 Penalty: 4376.091309
	Iteration 5Q: 3 clusters Score -811538.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -811675.750000 Penalty: 4376.091309
	Iteration 6Q: 3 clusters Score -811675.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -811841.625000 Penalty: 4376.091309
	Iteration 7Q: 3 clusters Score -811841.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -812022.937500 Penalty: 4376.091309
	Iteration 8Q: 3 clusters Score -812022.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -812171.062500 Penalty: 4376.091309
	Iteration 9Q: 3 clusters Score -812171.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -812308.500000 Penalty: 4376.091309
	Iteration 10Q: 3 clusters Score -812308.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -812457.062500 Penalty: 4376.091309
	Iteration 11Q: 3 clusters Score -812457.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -812600.937500 Penalty: 4376.091309
	Iteration 12Q: 3 clusters Score -812600.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -812738.250000 Penalty: 4376.091309
	Iteration 13Q: 3 clusters Score -812738.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -812832.937500 Penalty: 4376.091309
	Iteration 14Q: 3 clusters Score -812832.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -812911.812500 Penalty: 4376.091309
	Iteration 15Q: 3 clusters Score -812911.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -812965.000000 Penalty: 4376.091309
	Iteration 16Q: 3 clusters Score -812965 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -813013.312500 Penalty: 4376.091309
	Iteration 17Q: 3 clusters Score -813013.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -813049.937500 Penalty: 4376.091309
	Iteration 18Q: 3 clusters Score -813049.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -813071.500000 Penalty: 4376.091309
	Iteration 19Q: 3 clusters Score -813071.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -813090.875000 Penalty: 4376.091309
	Iteration 20F: 3 clusters Score -813090.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -813104.750000 Penalty: 4376.091309
	Iteration 21Q: 3 clusters Score -813104.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -813117.375000 Penalty: 4376.091309
	Iteration 22Q: 3 clusters Score -813117.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -813126.437500 Penalty: 4376.091309
	Iteration 23Q: 3 clusters Score -813126.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -813132.937500 Penalty: 4376.091309
	Iteration 24Q: 3 clusters Score -813132.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -813142.000000 Penalty: 4376.091309
	Iteration 25Q: 3 clusters Score -813142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -813145.375000 Penalty: 4376.091309
	Iteration 26Q: 3 clusters Score -813145.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -813151.500000 Penalty: 4376.091309
	Iteration 27Q: 3 clusters Score -813151.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -813157.125000 Penalty: 4376.091309
	Iteration 28Q: 3 clusters Score -813157.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -813160.875000 Penalty: 4376.091309
	Iteration 29Q: 3 clusters Score -813160.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -813164.500000 Penalty: 4376.091309
	Iteration 30Q: 3 clusters Score -813164.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -813165.875000 Penalty: 4376.091309
	Iteration 31Q: 3 clusters Score -813165.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -813168.687500 Penalty: 4376.091309
	Iteration 32Q: 3 clusters Score -813168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -813170.187500 Penalty: 4376.091309
	Iteration 33Q: 3 clusters Score -813170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -813170.312500 Penalty: 4376.091309
	Iteration 34Q: 3 clusters Score -813170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -813174.625000 Penalty: 4376.091309
	Iteration 35Q: 3 clusters Score -813174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -813176.062500 Penalty: 4376.091309
	Iteration 36Q: 3 clusters Score -813176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -813175.812500 Penalty: 4376.091309
	Iteration 37Q: 3 clusters Score -813175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -813175.812500 Penalty: 4376.091309
	Iteration 38F: 3 clusters Score -813175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Entering Unmasked Estep 
Score: -1842680.875000 Penalty: 2391.471680
	Iteration 0F: 2 clusters Score -1842681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1831557.125000 Penalty: 4782.943359
	Iteration 0F: 3 clusters Score -1831557 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1835077.625000 Penalty: 4782.943359
	Iteration 1F: 3 clusters Score -1835078 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1835444.750000 Penalty: 4782.943359
	Iteration 2F: 3 clusters Score -1835445 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1835772.625000 Penalty: 4782.943359
	Iteration 3Q: 3 clusters Score -1835773 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1836101.000000 Penalty: 4782.943359
	Iteration 4Q: 3 clusters Score -1836101 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1836399.750000 Penalty: 4782.943359
	Iteration 5Q: 3 clusters Score -1836400 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1836707.250000 Penalty: 4782.943359
	Iteration 6Q: 3 clusters Score -1836707 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1837032.625000 Penalty: 4782.943359
	Iteration 7Q: 3 clusters Score -1837033 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1837337.750000 Penalty: 4782.943359
	Iteration 8Q: 3 clusters Score -1837338 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1837612.000000 Penalty: 4782.943359
	Iteration 9Q: 3 clusters Score -1837612 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1837860.625000 Penalty: 4782.943359
	Iteration 10Q: 3 clusters Score -1837861 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1838083.875000 Penalty: 4782.943359
	Iteration 11Q: 3 clusters Score -1838084 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1838289.875000 Penalty: 4782.943359
	Iteration 12Q: 3 clusters Score -1838290 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1838510.625000 Penalty: 4782.943359
	Iteration 13Q: 3 clusters Score -1838511 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1838764.500000 Penalty: 4782.943359
	Iteration 14Q: 3 clusters Score -1838764 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1839064.250000 Penalty: 4782.943359
	Iteration 15Q: 3 clusters Score -1839064 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1839337.250000 Penalty: 4782.943359
	Iteration 16Q: 3 clusters Score -1839337 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1839615.250000 Penalty: 4782.943359
	Iteration 17Q: 3 clusters Score -1839615 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1839821.250000 Penalty: 4782.943359
	Iteration 18Q: 3 clusters Score -1839821 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1839988.250000 Penalty: 4782.943359
	Iteration 19Q: 3 clusters Score -1839988 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1840134.125000 Penalty: 4782.943359
	Iteration 20F: 3 clusters Score -1840134 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1840240.750000 Penalty: 4782.943359
	Iteration 21Q: 3 clusters Score -1840241 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1840333.000000 Penalty: 4782.943359
	Iteration 22Q: 3 clusters Score -1840333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1840394.875000 Penalty: 4782.943359
	Iteration 23Q: 3 clusters Score -1840395 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1840424.625000 Penalty: 4782.943359
	Iteration 24Q: 3 clusters Score -1840425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1840446.250000 Penalty: 4782.943359
	Iteration 25Q: 3 clusters Score -1840446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1840474.500000 Penalty: 4782.943359
	Iteration 26Q: 3 clusters Score -1840474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -1840496.250000 Penalty: 4782.943359
	Iteration 27Q: 3 clusters Score -1840496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1840517.250000 Penalty: 4782.943359
	Iteration 28Q: 3 clusters Score -1840517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1840533.125000 Penalty: 4782.943359
	Iteration 29Q: 3 clusters Score -1840533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1840546.250000 Penalty: 4782.943359
	Iteration 30Q: 3 clusters Score -1840546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1840560.000000 Penalty: 4782.943359
	Iteration 31Q: 3 clusters Score -1840560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1840571.250000 Penalty: 4782.943359
	Iteration 32Q: 3 clusters Score -1840571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1840577.500000 Penalty: 4782.943359
	Iteration 33Q: 3 clusters Score -1840578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1840588.875000 Penalty: 4782.943359
	Iteration 34Q: 3 clusters Score -1840589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1840596.375000 Penalty: 4782.943359
	Iteration 35Q: 3 clusters Score -1840596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1840603.375000 Penalty: 4782.943359
	Iteration 36Q: 3 clusters Score -1840603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1840606.750000 Penalty: 4782.943359
	Iteration 37Q: 3 clusters Score -1840607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1840616.875000 Penalty: 4782.943359
	Iteration 38Q: 3 clusters Score -1840617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1840618.250000 Penalty: 4782.943359
	Iteration 39Q: 3 clusters Score -1840618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1840618.000000 Penalty: 4782.943359
	Iteration 40F: 3 clusters Score -1840618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1840620.625000 Penalty: 4782.943359
	Iteration 41Q: 3 clusters Score -1840621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1840626.000000 Penalty: 4782.943359
	Iteration 42Q: 3 clusters Score -1840626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1840624.250000 Penalty: 4782.943359
	Iteration 43Q: 3 clusters Score -1840624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1840627.500000 Penalty: 4782.943359
	Iteration 44Q: 3 clusters Score -1840628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1840628.625000 Penalty: 4782.943359
	Iteration 45Q: 3 clusters Score -1840629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1840632.000000 Penalty: 4782.943359
	Iteration 46Q: 3 clusters Score -1840632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1840636.250000 Penalty: 4782.943359
	Iteration 47Q: 3 clusters Score -1840636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1840634.125000 Penalty: 4782.943359
	Iteration 48Q: 3 clusters Score -1840634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1840637.125000 Penalty: 4782.943359
	Iteration 49Q: 3 clusters Score -1840637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1840635.125000 Penalty: 4782.943359
	Iteration 50Q: 3 clusters Score -1840635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1840634.375000 Penalty: 4782.943359
	Iteration 51Q: 3 clusters Score -1840634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1840638.250000 Penalty: 4782.943359
	Iteration 52Q: 3 clusters Score -1840638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1840639.625000 Penalty: 4782.943359
	Iteration 53Q: 3 clusters Score -1840640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1840640.625000 Penalty: 4782.943359
	Iteration 54Q: 3 clusters Score -1840641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1840643.125000 Penalty: 4782.943359
	Iteration 55Q: 3 clusters Score -1840643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1840641.750000 Penalty: 4782.943359
	Iteration 56Q: 3 clusters Score -1840642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1840643.125000 Penalty: 4782.943359
	Iteration 57Q: 3 clusters Score -1840643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1840643.125000 Penalty: 4782.943359
	Iteration 58F: 3 clusters Score -1840643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -758589.000000 Penalty: 2172.825684
	Iteration 0F: 2 clusters Score -758589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -753221.000000 Penalty: 4345.651367
	Iteration 0F: 3 clusters Score -753221 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -754592.250000 Penalty: 4345.651367
	Iteration 1F: 3 clusters Score -754592.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -754859.062500 Penalty: 4345.651367
	Iteration 2F: 3 clusters Score -754859.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -755037.062500 Penalty: 4345.651367
	Iteration 3F: 3 clusters Score -755037.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -755168.500000 Penalty: 4345.651367
	Iteration 4Q: 3 clusters Score -755168.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -755275.187500 Penalty: 4345.651367
	Iteration 5Q: 3 clusters Score -755275.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -755369.000000 Penalty: 4345.651367
	Iteration 6Q: 3 clusters Score -755369 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -755448.937500 Penalty: 4345.651367
	Iteration 7Q: 3 clusters Score -755448.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -755521.625000 Penalty: 4345.651367
	Iteration 8Q: 3 clusters Score -755521.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -755592.250000 Penalty: 4345.651367
	Iteration 9Q: 3 clusters Score -755592.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -755656.625000 Penalty: 4345.651367
	Iteration 10Q: 3 clusters Score -755656.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -755719.687500 Penalty: 4345.651367
	Iteration 11Q: 3 clusters Score -755719.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -755780.312500 Penalty: 4345.651367
	Iteration 12Q: 3 clusters Score -755780.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -755848.562500 Penalty: 4345.651367
	Iteration 13Q: 3 clusters Score -755848.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -755927.187500 Penalty: 4345.651367
	Iteration 14Q: 3 clusters Score -755927.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -755993.687500 Penalty: 4345.651367
	Iteration 15Q: 3 clusters Score -755993.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -756055.812500 Penalty: 4345.651367
	Iteration 16Q: 3 clusters Score -756055.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -756122.750000 Penalty: 4345.651367
	Iteration 17Q: 3 clusters Score -756122.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -756173.187500 Penalty: 4345.651367
	Iteration 18Q: 3 clusters Score -756173.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -756225.937500 Penalty: 4345.651367
	Iteration 19Q: 3 clusters Score -756225.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -756277.250000 Penalty: 4345.651367
	Iteration 20F: 3 clusters Score -756277.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -756321.750000 Penalty: 4345.651367
	Iteration 21Q: 3 clusters Score -756321.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -756369.187500 Penalty: 4345.651367
	Iteration 22Q: 3 clusters Score -756369.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -756409.062500 Penalty: 4345.651367
	Iteration 23Q: 3 clusters Score -756409.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -756431.625000 Penalty: 4345.651367
	Iteration 24Q: 3 clusters Score -756431.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -756450.437500 Penalty: 4345.651367
	Iteration 25Q: 3 clusters Score -756450.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -756471.812500 Penalty: 4345.651367
	Iteration 26Q: 3 clusters Score -756471.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -756489.375000 Penalty: 4345.651367
	Iteration 27Q: 3 clusters Score -756489.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -756507.500000 Penalty: 4345.651367
	Iteration 28Q: 3 clusters Score -756507.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -756528.937500 Penalty: 4345.651367
	Iteration 29Q: 3 clusters Score -756528.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -756543.312500 Penalty: 4345.651367
	Iteration 30Q: 3 clusters Score -756543.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -756551.000000 Penalty: 4345.651367
	Iteration 31Q: 3 clusters Score -756551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -756555.187500 Penalty: 4345.651367
	Iteration 32Q: 3 clusters Score -756555.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -756566.500000 Penalty: 4345.651367
	Iteration 33Q: 3 clusters Score -756566.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -756572.750000 Penalty: 4345.651367
	Iteration 34Q: 3 clusters Score -756572.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -756582.187500 Penalty: 4345.651367
	Iteration 35Q: 3 clusters Score -756582.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -756590.250000 Penalty: 4345.651367
	Iteration 36Q: 3 clusters Score -756590.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -756594.687500 Penalty: 4345.651367
	Iteration 37Q: 3 clusters Score -756594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -756598.812500 Penalty: 4345.651367
	Iteration 38Q: 3 clusters Score -756598.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -756600.375000 Penalty: 4345.651367
	Iteration 39Q: 3 clusters Score -756600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -756604.625000 Penalty: 4345.651367
	Iteration 40F: 3 clusters Score -756604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -756607.875000 Penalty: 4345.651367
	Iteration 41Q: 3 clusters Score -756607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -756611.687500 Penalty: 4345.651367
	Iteration 42Q: 3 clusters Score -756611.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -756614.062500 Penalty: 4345.651367
	Iteration 43Q: 3 clusters Score -756614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -756618.687500 Penalty: 4345.651367
	Iteration 44Q: 3 clusters Score -756618.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -756620.687500 Penalty: 4345.651367
	Iteration 45Q: 3 clusters Score -756620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -756621.437500 Penalty: 4345.651367
	Iteration 46Q: 3 clusters Score -756621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -756622.375000 Penalty: 4345.651367
	Iteration 47Q: 3 clusters Score -756622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -756623.875000 Penalty: 4345.651367
	Iteration 48Q: 3 clusters Score -756623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -756623.750000 Penalty: 4345.651367
	Iteration 49Q: 3 clusters Score -756623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -756623.937500 Penalty: 4345.651367
	Iteration 50Q: 3 clusters Score -756623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -756624.375000 Penalty: 4345.651367
	Iteration 51Q: 3 clusters Score -756624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -756624.312500 Penalty: 4345.651367
	Iteration 52Q: 3 clusters Score -756624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -756626.062500 Penalty: 4345.651367
	Iteration 53Q: 3 clusters Score -756626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -756626.062500 Penalty: 4345.651367
	Iteration 54F: 3 clusters Score -756626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Entering Unmasked Estep 
Score: -530547.250000 Penalty: 2149.968506
	Iteration 0F: 2 clusters Score -530547.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -525526.250000 Penalty: 4299.937012
	Iteration 0F: 3 clusters Score -525526.2 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -526975.687500 Penalty: 4299.937012
	Iteration 1F: 3 clusters Score -526975.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -527362.687500 Penalty: 4299.937012
	Iteration 2F: 3 clusters Score -527362.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -527662.000000 Penalty: 4299.937012
	Iteration 3F: 3 clusters Score -527662 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -527884.562500 Penalty: 4299.937012
	Iteration 4F: 3 clusters Score -527884.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -528035.312500 Penalty: 4299.937012
	Iteration 5Q: 3 clusters Score -528035.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -528150.125000 Penalty: 4299.937012
	Iteration 6Q: 3 clusters Score -528150.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -528230.875000 Penalty: 4299.937012
	Iteration 7Q: 3 clusters Score -528230.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -528287.312500 Penalty: 4299.937012
	Iteration 8Q: 3 clusters Score -528287.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -528332.750000 Penalty: 4299.937012
	Iteration 9Q: 3 clusters Score -528332.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -528366.812500 Penalty: 4299.937012
	Iteration 10Q: 3 clusters Score -528366.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -528396.125000 Penalty: 4299.937012
	Iteration 11Q: 3 clusters Score -528396.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -528419.125000 Penalty: 4299.937012
	Iteration 12Q: 3 clusters Score -528419.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -528443.687500 Penalty: 4299.937012
	Iteration 13Q: 3 clusters Score -528443.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -528463.812500 Penalty: 4299.937012
	Iteration 14Q: 3 clusters Score -528463.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -528484.250000 Penalty: 4299.937012
	Iteration 15Q: 3 clusters Score -528484.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -528502.250000 Penalty: 4299.937012
	Iteration 16Q: 3 clusters Score -528502.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -528512.937500 Penalty: 4299.937012
	Iteration 17Q: 3 clusters Score -528512.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -528522.062500 Penalty: 4299.937012
	Iteration 18Q: 3 clusters Score -528522.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -528525.312500 Penalty: 4299.937012
	Iteration 19Q: 3 clusters Score -528525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -528527.500000 Penalty: 4299.937012
	Iteration 20F: 3 clusters Score -528527.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -528529.500000 Penalty: 4299.937012
	Iteration 21Q: 3 clusters Score -528529.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -528532.312500 Penalty: 4299.937012
	Iteration 22Q: 3 clusters Score -528532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -528534.375000 Penalty: 4299.937012
	Iteration 23Q: 3 clusters Score -528534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -528534.812500 Penalty: 4299.937012
	Iteration 24Q: 3 clusters Score -528534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -528535.062500 Penalty: 4299.937012
	Iteration 25Q: 3 clusters Score -528535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -528535.562500 Penalty: 4299.937012
	Iteration 26Q: 3 clusters Score -528535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -528536.062500 Penalty: 4299.937012
	Iteration 27Q: 3 clusters Score -528536.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -528537.937500 Penalty: 4299.937012
	Iteration 28Q: 3 clusters Score -528537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -528538.375000 Penalty: 4299.937012
	Iteration 29Q: 3 clusters Score -528538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -528538.375000 Penalty: 4299.937012
	Iteration 30Q: 3 clusters Score -528538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -528539.500000 Penalty: 4299.937012
	Iteration 31Q: 3 clusters Score -528539.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -528539.500000 Penalty: 4299.937012
	Iteration 32F: 3 clusters Score -528539.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Entering Unmasked Estep 
Score: -1868776.875000 Penalty: 2392.627441
	Iteration 0F: 2 clusters Score -1868777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1857536.375000 Penalty: 4785.254883
	Iteration 0F: 3 clusters Score -1857536 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1861156.750000 Penalty: 4785.254883
	Iteration 1F: 3 clusters Score -1861157 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1861634.750000 Penalty: 4785.254883
	Iteration 2F: 3 clusters Score -1861635 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1862045.750000 Penalty: 4785.254883
	Iteration 3F: 3 clusters Score -1862046 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1862438.625000 Penalty: 4785.254883
	Iteration 4Q: 3 clusters Score -1862439 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1862825.625000 Penalty: 4785.254883
	Iteration 5Q: 3 clusters Score -1862826 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1863267.000000 Penalty: 4785.254883
	Iteration 6Q: 3 clusters Score -1863267 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1863788.625000 Penalty: 4785.254883
	Iteration 7F: 3 clusters Score -1863789 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1864306.375000 Penalty: 4785.254883
	Iteration 8F: 3 clusters Score -1864306 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1864789.375000 Penalty: 4785.254883
	Iteration 9Q: 3 clusters Score -1864789 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1865270.875000 Penalty: 4785.254883
	Iteration 10Q: 3 clusters Score -1865271 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1865643.250000 Penalty: 4785.254883
	Iteration 11Q: 3 clusters Score -1865643 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1865859.875000 Penalty: 4785.254883
	Iteration 12Q: 3 clusters Score -1865860 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1866005.500000 Penalty: 4785.254883
	Iteration 13Q: 3 clusters Score -1866006 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1866116.625000 Penalty: 4785.254883
	Iteration 14Q: 3 clusters Score -1866117 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1866201.250000 Penalty: 4785.254883
	Iteration 15Q: 3 clusters Score -1866201 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1866272.500000 Penalty: 4785.254883
	Iteration 16Q: 3 clusters Score -1866272 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1866318.375000 Penalty: 4785.254883
	Iteration 17Q: 3 clusters Score -1866318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1866360.250000 Penalty: 4785.254883
	Iteration 18Q: 3 clusters Score -1866360 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1866399.250000 Penalty: 4785.254883
	Iteration 19Q: 3 clusters Score -1866399 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1866435.125000 Penalty: 4785.254883
	Iteration 20F: 3 clusters Score -1866435 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1866467.000000 Penalty: 4785.254883
	Iteration 21Q: 3 clusters Score -1866467 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1866488.000000 Penalty: 4785.254883
	Iteration 22Q: 3 clusters Score -1866488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1866513.625000 Penalty: 4785.254883
	Iteration 23Q: 3 clusters Score -1866514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1866532.500000 Penalty: 4785.254883
	Iteration 24Q: 3 clusters Score -1866532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1866543.500000 Penalty: 4785.254883
	Iteration 25Q: 3 clusters Score -1866544 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1866564.125000 Penalty: 4785.254883
	Iteration 26Q: 3 clusters Score -1866564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1866597.750000 Penalty: 4785.254883
	Iteration 27Q: 3 clusters Score -1866598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1866624.750000 Penalty: 4785.254883
	Iteration 28Q: 3 clusters Score -1866625 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1866653.375000 Penalty: 4785.254883
	Iteration 29Q: 3 clusters Score -1866653 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1866697.000000 Penalty: 4785.254883
	Iteration 30Q: 3 clusters Score -1866697 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1866721.000000 Penalty: 4785.254883
	Iteration 31Q: 3 clusters Score -1866721 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1866742.375000 Penalty: 4785.254883
	Iteration 32Q: 3 clusters Score -1866742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1866758.250000 Penalty: 4785.254883
	Iteration 33Q: 3 clusters Score -1866758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1866771.375000 Penalty: 4785.254883
	Iteration 34Q: 3 clusters Score -1866771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1866781.875000 Penalty: 4785.254883
	Iteration 35Q: 3 clusters Score -1866782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1866794.500000 Penalty: 4785.254883
	Iteration 36Q: 3 clusters Score -1866794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1866803.125000 Penalty: 4785.254883
	Iteration 37Q: 3 clusters Score -1866803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1866807.500000 Penalty: 4785.254883
	Iteration 38Q: 3 clusters Score -1866808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1866820.125000 Penalty: 4785.254883
	Iteration 39Q: 3 clusters Score -1866820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1866840.750000 Penalty: 4785.254883
	Iteration 40F: 3 clusters Score -1866841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1866848.875000 Penalty: 4785.254883
	Iteration 41Q: 3 clusters Score -1866849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1866852.500000 Penalty: 4785.254883
	Iteration 42Q: 3 clusters Score -1866852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1866856.250000 Penalty: 4785.254883
	Iteration 43Q: 3 clusters Score -1866856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -1866869.875000 Penalty: 4785.254883
	Iteration 44Q: 3 clusters Score -1866870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1866878.750000 Penalty: 4785.254883
	Iteration 45Q: 3 clusters Score -1866879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1866883.500000 Penalty: 4785.254883
	Iteration 46Q: 3 clusters Score -1866884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1866888.000000 Penalty: 4785.254883
	Iteration 47Q: 3 clusters Score -1866888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1866892.625000 Penalty: 4785.254883
	Iteration 48Q: 3 clusters Score -1866893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1866894.375000 Penalty: 4785.254883
	Iteration 49Q: 3 clusters Score -1866894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1866897.750000 Penalty: 4785.254883
	Iteration 50Q: 3 clusters Score -1866898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1866899.750000 Penalty: 4785.254883
	Iteration 51Q: 3 clusters Score -1866900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1866905.875000 Penalty: 4785.254883
	Iteration 52Q: 3 clusters Score -1866906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1866910.750000 Penalty: 4785.254883
	Iteration 53Q: 3 clusters Score -1866911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1866913.500000 Penalty: 4785.254883
	Iteration 54Q: 3 clusters Score -1866914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -1866915.875000 Penalty: 4785.254883
	Iteration 55Q: 3 clusters Score -1866916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1866916.750000 Penalty: 4785.254883
	Iteration 56Q: 3 clusters Score -1866917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1866925.375000 Penalty: 4785.254883
	Iteration 57Q: 3 clusters Score -1866925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1866929.500000 Penalty: 4785.254883
	Iteration 58Q: 3 clusters Score -1866930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1866933.750000 Penalty: 4785.254883
	Iteration 59Q: 3 clusters Score -1866934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1866938.500000 Penalty: 4785.254883
	Iteration 60F: 3 clusters Score -1866938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1866948.250000 Penalty: 4785.254883
	Iteration 61Q: 3 clusters Score -1866948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1866955.250000 Penalty: 4785.254883
	Iteration 62Q: 3 clusters Score -1866955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1866960.875000 Penalty: 4785.254883
	Iteration 63Q: 3 clusters Score -1866961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1866969.750000 Penalty: 4785.254883
	Iteration 64Q: 3 clusters Score -1866970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1866969.125000 Penalty: 4785.254883
	Iteration 65Q: 3 clusters Score -1866969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1866974.750000 Penalty: 4785.254883
	Iteration 66Q: 3 clusters Score -1866975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1866974.750000 Penalty: 4785.254883
	Iteration 67Q: 3 clusters Score -1866975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1866977.625000 Penalty: 4785.254883
	Iteration 68Q: 3 clusters Score -1866978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1866980.000000 Penalty: 4785.254883
	Iteration 69Q: 3 clusters Score -1866980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1866985.250000 Penalty: 4785.254883
	Iteration 70Q: 3 clusters Score -1866985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1866987.750000 Penalty: 4785.254883
	Iteration 71Q: 3 clusters Score -1866988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1866985.625000 Penalty: 4785.254883
	Iteration 72Q: 3 clusters Score -1866986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1866988.125000 Penalty: 4785.254883
	Iteration 73Q: 3 clusters Score -1866988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1866986.625000 Penalty: 4785.254883
	Iteration 74Q: 3 clusters Score -1866987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1866985.750000 Penalty: 4785.254883
	Iteration 75Q: 3 clusters Score -1866986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1866991.625000 Penalty: 4785.254883
	Iteration 76Q: 3 clusters Score -1866992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1866991.625000 Penalty: 4785.254883
	Iteration 77Q: 3 clusters Score -1866992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1866993.500000 Penalty: 4785.254883
	Iteration 78Q: 3 clusters Score -1866994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1866992.625000 Penalty: 4785.254883
	Iteration 79Q: 3 clusters Score -1866993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1866993.625000 Penalty: 4785.254883
	Iteration 80F: 3 clusters Score -1866994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -379696.781250 Penalty: 2102.346680
	Iteration 0F: 2 clusters Score -379696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -375365.468750 Penalty: 4204.693359
	Iteration 0F: 3 clusters Score -375365.5 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -376554.281250 Penalty: 4204.693359
	Iteration 1F: 3 clusters Score -376554.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -376889.437500 Penalty: 4204.693359
	Iteration 2F: 3 clusters Score -376889.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -377129.312500 Penalty: 4204.693359
	Iteration 3F: 3 clusters Score -377129.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -377420.468750 Penalty: 4204.693359
	Iteration 4F: 3 clusters Score -377420.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -377808.187500 Penalty: 4204.693359
	Iteration 5F: 3 clusters Score -377808.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -378283.593750 Penalty: 4204.693359
	Iteration 6F: 3 clusters Score -378283.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -378751.062500 Penalty: 4204.693359
	Iteration 7F: 3 clusters Score -378751.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -379117.625000 Penalty: 4204.693359
	Iteration 8F: 3 clusters Score -379117.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -379351.937500 Penalty: 4204.693359
	Iteration 9Q: 3 clusters Score -379351.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -379490.406250 Penalty: 4204.693359
	Iteration 10Q: 3 clusters Score -379490.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -379553.718750 Penalty: 4204.693359
	Iteration 11Q: 3 clusters Score -379553.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -379587.468750 Penalty: 4204.693359
	Iteration 12Q: 3 clusters Score -379587.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -379611.906250 Penalty: 4204.693359
	Iteration 13Q: 3 clusters Score -379611.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -379623.750000 Penalty: 4204.693359
	Iteration 14Q: 3 clusters Score -379623.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -379636.343750 Penalty: 4204.693359
	Iteration 15Q: 3 clusters Score -379636.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -379641.468750 Penalty: 4204.693359
	Iteration 16Q: 3 clusters Score -379641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -379643.406250 Penalty: 4204.693359
	Iteration 17Q: 3 clusters Score -379643.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -379645.718750 Penalty: 4204.693359
	Iteration 18Q: 3 clusters Score -379645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -379646.125000 Penalty: 4204.693359
	Iteration 19Q: 3 clusters Score -379646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -379646.406250 Penalty: 4204.693359
	Iteration 20F: 3 clusters Score -379646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -379647.531250 Penalty: 4204.693359
	Iteration 21Q: 3 clusters Score -379647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -379647.718750 Penalty: 4204.693359
	Iteration 22Q: 3 clusters Score -379647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -379647.718750 Penalty: 4204.693359
	Iteration 23F: 3 clusters Score -379647.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Entering Unmasked Estep 
Score: -1092022.875000 Penalty: 2290.795654
	Iteration 0F: 2 clusters Score -1092023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1084112.625000 Penalty: 4581.591309
	Iteration 0F: 3 clusters Score -1084113 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1086588.250000 Penalty: 4581.591309
	Iteration 1F: 3 clusters Score -1086588 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1087079.875000 Penalty: 4581.591309
	Iteration 2F: 3 clusters Score -1087080 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1087525.500000 Penalty: 4581.591309
	Iteration 3F: 3 clusters Score -1087526 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1087928.500000 Penalty: 4581.591309
	Iteration 4F: 3 clusters Score -1087928 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1088338.125000 Penalty: 4581.591309
	Iteration 5F: 3 clusters Score -1088338 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1088752.750000 Penalty: 4581.591309
	Iteration 6F: 3 clusters Score -1088753 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1089133.875000 Penalty: 4581.591309
	Iteration 7F: 3 clusters Score -1089134 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1089398.750000 Penalty: 4581.591309
	Iteration 8Q: 3 clusters Score -1089399 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1089581.500000 Penalty: 4581.591309
	Iteration 9Q: 3 clusters Score -1089582 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1089729.375000 Penalty: 4581.591309
	Iteration 10Q: 3 clusters Score -1089729 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1089842.375000 Penalty: 4581.591309
	Iteration 11Q: 3 clusters Score -1089842 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1089925.875000 Penalty: 4581.591309
	Iteration 12Q: 3 clusters Score -1089926 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1089991.875000 Penalty: 4581.591309
	Iteration 13Q: 3 clusters Score -1089992 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1090049.000000 Penalty: 4581.591309
	Iteration 14Q: 3 clusters Score -1090049 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1090102.750000 Penalty: 4581.591309
	Iteration 15Q: 3 clusters Score -1090103 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1090152.500000 Penalty: 4581.591309
	Iteration 16Q: 3 clusters Score -1090152 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1090195.875000 Penalty: 4581.591309
	Iteration 17Q: 3 clusters Score -1090196 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1090233.000000 Penalty: 4581.591309
	Iteration 18Q: 3 clusters Score -1090233 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1090269.000000 Penalty: 4581.591309
	Iteration 19Q: 3 clusters Score -1090269 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1090297.125000 Penalty: 4581.591309
	Iteration 20F: 3 clusters Score -1090297 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1090332.375000 Penalty: 4581.591309
	Iteration 21Q: 3 clusters Score -1090332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1090362.625000 Penalty: 4581.591309
	Iteration 22Q: 3 clusters Score -1090363 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1090397.500000 Penalty: 4581.591309
	Iteration 23Q: 3 clusters Score -1090398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1090415.125000 Penalty: 4581.591309
	Iteration 24Q: 3 clusters Score -1090415 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1090430.250000 Penalty: 4581.591309
	Iteration 25Q: 3 clusters Score -1090430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1090440.250000 Penalty: 4581.591309
	Iteration 26Q: 3 clusters Score -1090440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1090448.875000 Penalty: 4581.591309
	Iteration 27Q: 3 clusters Score -1090449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1090458.500000 Penalty: 4581.591309
	Iteration 28Q: 3 clusters Score -1090458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1090463.875000 Penalty: 4581.591309
	Iteration 29Q: 3 clusters Score -1090464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1090474.125000 Penalty: 4581.591309
	Iteration 30Q: 3 clusters Score -1090474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1090481.500000 Penalty: 4581.591309
	Iteration 31Q: 3 clusters Score -1090482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1090491.250000 Penalty: 4581.591309
	Iteration 32Q: 3 clusters Score -1090491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1090500.125000 Penalty: 4581.591309
	Iteration 33Q: 3 clusters Score -1090500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1090504.375000 Penalty: 4581.591309
	Iteration 34Q: 3 clusters Score -1090504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1090509.625000 Penalty: 4581.591309
	Iteration 35Q: 3 clusters Score -1090510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1090511.500000 Penalty: 4581.591309
	Iteration 36Q: 3 clusters Score -1090512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1090513.875000 Penalty: 4581.591309
	Iteration 37Q: 3 clusters Score -1090514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1090516.000000 Penalty: 4581.591309
	Iteration 38Q: 3 clusters Score -1090516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1090519.750000 Penalty: 4581.591309
	Iteration 39Q: 3 clusters Score -1090520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1090523.125000 Penalty: 4581.591309
	Iteration 40F: 3 clusters Score -1090523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1090523.500000 Penalty: 4581.591309
	Iteration 41Q: 3 clusters Score -1090524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1090525.125000 Penalty: 4581.591309
	Iteration 42Q: 3 clusters Score -1090525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1090526.250000 Penalty: 4581.591309
	Iteration 43Q: 3 clusters Score -1090526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1090528.250000 Penalty: 4581.591309
	Iteration 44Q: 3 clusters Score -1090528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1090530.375000 Penalty: 4581.591309
	Iteration 45Q: 3 clusters Score -1090530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1090532.000000 Penalty: 4581.591309
	Iteration 46Q: 3 clusters Score -1090532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1090534.625000 Penalty: 4581.591309
	Iteration 47Q: 3 clusters Score -1090535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1090534.875000 Penalty: 4581.591309
	Iteration 48Q: 3 clusters Score -1090535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1090534.500000 Penalty: 4581.591309
	Iteration 49Q: 3 clusters Score -1090534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1090534.375000 Penalty: 4581.591309
	Iteration 50Q: 3 clusters Score -1090534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1090534.375000 Penalty: 4581.591309
	Iteration 51F: 3 clusters Score -1090534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Entering Unmasked Estep 
Score: -1831113.125000 Penalty: 2387.465332
	Iteration 0F: 2 clusters Score -1831113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1820081.500000 Penalty: 4774.930664
	Iteration 0F: 3 clusters Score -1820082 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1823577.250000 Penalty: 4774.930664
	Iteration 1F: 3 clusters Score -1823577 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1823955.250000 Penalty: 4774.930664
	Iteration 2F: 3 clusters Score -1823955 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1824202.625000 Penalty: 4774.930664
	Iteration 3Q: 3 clusters Score -1824203 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1824411.750000 Penalty: 4774.930664
	Iteration 4Q: 3 clusters Score -1824412 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1824633.125000 Penalty: 4774.930664
	Iteration 5Q: 3 clusters Score -1824633 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1824875.125000 Penalty: 4774.930664
	Iteration 6Q: 3 clusters Score -1824875 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1825169.750000 Penalty: 4774.930664
	Iteration 7Q: 3 clusters Score -1825170 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1825558.625000 Penalty: 4774.930664
	Iteration 8Q: 3 clusters Score -1825559 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1826031.625000 Penalty: 4774.930664
	Iteration 9Q: 3 clusters Score -1826032 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1826485.000000 Penalty: 4774.930664
	Iteration 10F: 3 clusters Score -1826485 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1826883.875000 Penalty: 4774.930664
	Iteration 11F: 3 clusters Score -1826884 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1827278.875000 Penalty: 4774.930664
	Iteration 12Q: 3 clusters Score -1827279 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1827727.875000 Penalty: 4774.930664
	Iteration 13Q: 3 clusters Score -1827728 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1828213.875000 Penalty: 4774.930664
	Iteration 14Q: 3 clusters Score -1828214 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1828694.250000 Penalty: 4774.930664
	Iteration 15Q: 3 clusters Score -1828694 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1829158.875000 Penalty: 4774.930664
	Iteration 16Q: 3 clusters Score -1829159 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1829554.750000 Penalty: 4774.930664
	Iteration 17Q: 3 clusters Score -1829555 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1829866.500000 Penalty: 4774.930664
	Iteration 18Q: 3 clusters Score -1829866 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1830102.000000 Penalty: 4774.930664
	Iteration 19Q: 3 clusters Score -1830102 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1830257.125000 Penalty: 4774.930664
	Iteration 20F: 3 clusters Score -1830257 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1830365.375000 Penalty: 4774.930664
	Iteration 21Q: 3 clusters Score -1830365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1830417.000000 Penalty: 4774.930664
	Iteration 22Q: 3 clusters Score -1830417 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1830456.375000 Penalty: 4774.930664
	Iteration 23Q: 3 clusters Score -1830456 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1830473.875000 Penalty: 4774.930664
	Iteration 24Q: 3 clusters Score -1830474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1830486.875000 Penalty: 4774.930664
	Iteration 25Q: 3 clusters Score -1830487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1830502.000000 Penalty: 4774.930664
	Iteration 26Q: 3 clusters Score -1830502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1830501.125000 Penalty: 4774.930664
	Iteration 27Q: 3 clusters Score -1830501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1830514.875000 Penalty: 4774.930664
	Iteration 28Q: 3 clusters Score -1830515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1830513.625000 Penalty: 4774.930664
	Iteration 29Q: 3 clusters Score -1830514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1830520.750000 Penalty: 4774.930664
	Iteration 30Q: 3 clusters Score -1830521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1830521.500000 Penalty: 4774.930664
	Iteration 31Q: 3 clusters Score -1830522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1830517.750000 Penalty: 4774.930664
	Iteration 32Q: 3 clusters Score -1830518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1830518.750000 Penalty: 4774.930664
	Iteration 33Q: 3 clusters Score -1830519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1830521.250000 Penalty: 4774.930664
	Iteration 34Q: 3 clusters Score -1830521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1830521.625000 Penalty: 4774.930664
	Iteration 35Q: 3 clusters Score -1830522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1830522.625000 Penalty: 4774.930664
	Iteration 36Q: 3 clusters Score -1830523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1830523.625000 Penalty: 4774.930664
	Iteration 37Q: 3 clusters Score -1830524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1830523.625000 Penalty: 4774.930664
	Iteration 38F: 3 clusters Score -1830524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -435020.125000 Penalty: 2036.043335
	Iteration 0F: 2 clusters Score -435020.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -431325.312500 Penalty: 4072.086670
	Iteration 0F: 3 clusters Score -431325.3 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -432195.468750 Penalty: 4072.086670
	Iteration 1F: 3 clusters Score -432195.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -432428.125000 Penalty: 4072.086670
	Iteration 2F: 3 clusters Score -432428.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -432584.843750 Penalty: 4072.086670
	Iteration 3F: 3 clusters Score -432584.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -432696.187500 Penalty: 4072.086670
	Iteration 4Q: 3 clusters Score -432696.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -432785.750000 Penalty: 4072.086670
	Iteration 5Q: 3 clusters Score -432785.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -432844.937500 Penalty: 4072.086670
	Iteration 6Q: 3 clusters Score -432844.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -432906.187500 Penalty: 4072.086670
	Iteration 7Q: 3 clusters Score -432906.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -432950.968750 Penalty: 4072.086670
	Iteration 8Q: 3 clusters Score -432951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -432987.187500 Penalty: 4072.086670
	Iteration 9Q: 3 clusters Score -432987.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -433015.500000 Penalty: 4072.086670
	Iteration 10Q: 3 clusters Score -433015.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -433050.281250 Penalty: 4072.086670
	Iteration 11Q: 3 clusters Score -433050.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -433088.093750 Penalty: 4072.086670
	Iteration 12Q: 3 clusters Score -433088.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -433109.468750 Penalty: 4072.086670
	Iteration 13Q: 3 clusters Score -433109.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -433139.125000 Penalty: 4072.086670
	Iteration 14Q: 3 clusters Score -433139.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -433164.000000 Penalty: 4072.086670
	Iteration 15Q: 3 clusters Score -433164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -433192.437500 Penalty: 4072.086670
	Iteration 16Q: 3 clusters Score -433192.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -433218.437500 Penalty: 4072.086670
	Iteration 17Q: 3 clusters Score -433218.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -433241.906250 Penalty: 4072.086670
	Iteration 18Q: 3 clusters Score -433241.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -433260.531250 Penalty: 4072.086670
	Iteration 19Q: 3 clusters Score -433260.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -433275.031250 Penalty: 4072.086670
	Iteration 20F: 3 clusters Score -433275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -433292.156250 Penalty: 4072.086670
	Iteration 21Q: 3 clusters Score -433292.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -433306.250000 Penalty: 4072.086670
	Iteration 22Q: 3 clusters Score -433306.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -433326.187500 Penalty: 4072.086670
	Iteration 23Q: 3 clusters Score -433326.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -433342.656250 Penalty: 4072.086670
	Iteration 24Q: 3 clusters Score -433342.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -433356.843750 Penalty: 4072.086670
	Iteration 25Q: 3 clusters Score -433356.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -433367.812500 Penalty: 4072.086670
	Iteration 26Q: 3 clusters Score -433367.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -433380.187500 Penalty: 4072.086670
	Iteration 27Q: 3 clusters Score -433380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -433389.656250 Penalty: 4072.086670
	Iteration 28Q: 3 clusters Score -433389.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -433398.031250 Penalty: 4072.086670
	Iteration 29Q: 3 clusters Score -433398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -433408.156250 Penalty: 4072.086670
	Iteration 30Q: 3 clusters Score -433408.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -433413.843750 Penalty: 4072.086670
	Iteration 31Q: 3 clusters Score -433413.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -433418.156250 Penalty: 4072.086670
	Iteration 32Q: 3 clusters Score -433418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -433420.843750 Penalty: 4072.086670
	Iteration 33Q: 3 clusters Score -433420.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -433420.843750 Penalty: 4072.086670
	Iteration 34F: 3 clusters Score -433420.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Entering Unmasked Estep 
Score: -2001182.375000 Penalty: 2434.508789
	Iteration 0F: 2 clusters Score -2001182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1988219.000000 Penalty: 4869.017578
	Iteration 0F: 3 clusters Score -1988219 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1992905.625000 Penalty: 4869.017578
	Iteration 1F: 3 clusters Score -1992906 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1993703.375000 Penalty: 4869.017578
	Iteration 2F: 3 clusters Score -1993703 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1994506.250000 Penalty: 4869.017578
	Iteration 3F: 3 clusters Score -1994506 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1995197.375000 Penalty: 4869.017578
	Iteration 4F: 3 clusters Score -1995197 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1995822.625000 Penalty: 4869.017578
	Iteration 5F: 3 clusters Score -1995823 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1996391.875000 Penalty: 4869.017578
	Iteration 6F: 3 clusters Score -1996392 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1996878.000000 Penalty: 4869.017578
	Iteration 7Q: 3 clusters Score -1996878 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1997285.750000 Penalty: 4869.017578
	Iteration 8Q: 3 clusters Score -1997286 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1997596.875000 Penalty: 4869.017578
	Iteration 9Q: 3 clusters Score -1997597 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1997846.625000 Penalty: 4869.017578
	Iteration 10Q: 3 clusters Score -1997847 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1998023.250000 Penalty: 4869.017578
	Iteration 11Q: 3 clusters Score -1998023 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1998182.750000 Penalty: 4869.017578
	Iteration 12Q: 3 clusters Score -1998183 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1998329.125000 Penalty: 4869.017578
	Iteration 13Q: 3 clusters Score -1998329 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1998434.250000 Penalty: 4869.017578
	Iteration 14Q: 3 clusters Score -1998434 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1998542.125000 Penalty: 4869.017578
	Iteration 15Q: 3 clusters Score -1998542 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1998638.250000 Penalty: 4869.017578
	Iteration 16Q: 3 clusters Score -1998638 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1998698.500000 Penalty: 4869.017578
	Iteration 17Q: 3 clusters Score -1998698 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1998752.875000 Penalty: 4869.017578
	Iteration 18Q: 3 clusters Score -1998753 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1998800.125000 Penalty: 4869.017578
	Iteration 19Q: 3 clusters Score -1998800 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1998826.000000 Penalty: 4869.017578
	Iteration 20F: 3 clusters Score -1998826 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1998858.625000 Penalty: 4869.017578
	Iteration 21Q: 3 clusters Score -1998859 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1998890.125000 Penalty: 4869.017578
	Iteration 22Q: 3 clusters Score -1998890 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1998920.750000 Penalty: 4869.017578
	Iteration 23Q: 3 clusters Score -1998921 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1998945.875000 Penalty: 4869.017578
	Iteration 24Q: 3 clusters Score -1998946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1998971.875000 Penalty: 4869.017578
	Iteration 25Q: 3 clusters Score -1998972 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1998985.625000 Penalty: 4869.017578
	Iteration 26Q: 3 clusters Score -1998986 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1998996.500000 Penalty: 4869.017578
	Iteration 27Q: 3 clusters Score -1998996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1999007.500000 Penalty: 4869.017578
	Iteration 28Q: 3 clusters Score -1999008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1999016.125000 Penalty: 4869.017578
	Iteration 29Q: 3 clusters Score -1999016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1999023.750000 Penalty: 4869.017578
	Iteration 30Q: 3 clusters Score -1999024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1999024.125000 Penalty: 4869.017578
	Iteration 31Q: 3 clusters Score -1999024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1999029.750000 Penalty: 4869.017578
	Iteration 32Q: 3 clusters Score -1999030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1999028.375000 Penalty: 4869.017578
	Iteration 33Q: 3 clusters Score -1999028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1999029.125000 Penalty: 4869.017578
	Iteration 34Q: 3 clusters Score -1999029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1999036.250000 Penalty: 4869.017578
	Iteration 35Q: 3 clusters Score -1999036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1999044.250000 Penalty: 4869.017578
	Iteration 36Q: 3 clusters Score -1999044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1999044.375000 Penalty: 4869.017578
	Iteration 37Q: 3 clusters Score -1999044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1999048.500000 Penalty: 4869.017578
	Iteration 38Q: 3 clusters Score -1999048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1999050.125000 Penalty: 4869.017578
	Iteration 39Q: 3 clusters Score -1999050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1999055.000000 Penalty: 4869.017578
	Iteration 40F: 3 clusters Score -1999055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1999057.625000 Penalty: 4869.017578
	Iteration 41Q: 3 clusters Score -1999058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1999059.875000 Penalty: 4869.017578
	Iteration 42Q: 3 clusters Score -1999060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1999065.500000 Penalty: 4869.017578
	Iteration 43Q: 3 clusters Score -1999066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1999068.750000 Penalty: 4869.017578
	Iteration 44Q: 3 clusters Score -1999069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1999071.250000 Penalty: 4869.017578
	Iteration 45Q: 3 clusters Score -1999071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1999075.625000 Penalty: 4869.017578
	Iteration 46Q: 3 clusters Score -1999076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1999076.125000 Penalty: 4869.017578
	Iteration 47Q: 3 clusters Score -1999076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1999078.000000 Penalty: 4869.017578
	Iteration 48Q: 3 clusters Score -1999078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1999077.875000 Penalty: 4869.017578
	Iteration 49Q: 3 clusters Score -1999078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1999077.375000 Penalty: 4869.017578
	Iteration 50Q: 3 clusters Score -1999077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1999080.500000 Penalty: 4869.017578
	Iteration 51Q: 3 clusters Score -1999080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1999081.875000 Penalty: 4869.017578
	Iteration 52Q: 3 clusters Score -1999082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1999082.250000 Penalty: 4869.017578
	Iteration 53Q: 3 clusters Score -1999082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1999089.000000 Penalty: 4869.017578
	Iteration 54Q: 3 clusters Score -1999089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1999092.250000 Penalty: 4869.017578
	Iteration 55Q: 3 clusters Score -1999092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1999095.750000 Penalty: 4869.017578
	Iteration 56Q: 3 clusters Score -1999096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1999094.250000 Penalty: 4869.017578
	Iteration 57Q: 3 clusters Score -1999094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1999092.125000 Penalty: 4869.017578
	Iteration 58Q: 3 clusters Score -1999092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1999095.875000 Penalty: 4869.017578
	Iteration 59Q: 3 clusters Score -1999096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1999094.875000 Penalty: 4869.017578
	Iteration 60F: 3 clusters Score -1999095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -877849.500000 Penalty: 2212.256592
	Iteration 0F: 2 clusters Score -877849.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -871833.562500 Penalty: 4424.513184
	Iteration 0F: 3 clusters Score -871833.6 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -873699.437500 Penalty: 4424.513184
	Iteration 1F: 3 clusters Score -873699.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -874277.562500 Penalty: 4424.513184
	Iteration 2F: 3 clusters Score -874277.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -874874.250000 Penalty: 4424.513184
	Iteration 3F: 3 clusters Score -874874.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -875431.562500 Penalty: 4424.513184
	Iteration 4F: 3 clusters Score -875431.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -875858.250000 Penalty: 4424.513184
	Iteration 5F: 3 clusters Score -875858.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -876187.562500 Penalty: 4424.513184
	Iteration 6F: 3 clusters Score -876187.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -876458.250000 Penalty: 4424.513184
	Iteration 7Q: 3 clusters Score -876458.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -876742.250000 Penalty: 4424.513184
	Iteration 8Q: 3 clusters Score -876742.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -877003.750000 Penalty: 4424.513184
	Iteration 9Q: 3 clusters Score -877003.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -877214.500000 Penalty: 4424.513184
	Iteration 10Q: 3 clusters Score -877214.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -877348.125000 Penalty: 4424.513184
	Iteration 11Q: 3 clusters Score -877348.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -877443.750000 Penalty: 4424.513184
	Iteration 12Q: 3 clusters Score -877443.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -877493.562500 Penalty: 4424.513184
	Iteration 13Q: 3 clusters Score -877493.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -877540.187500 Penalty: 4424.513184
	Iteration 14Q: 3 clusters Score -877540.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -877590.875000 Penalty: 4424.513184
	Iteration 15Q: 3 clusters Score -877590.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -877626.937500 Penalty: 4424.513184
	Iteration 16Q: 3 clusters Score -877626.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -877664.687500 Penalty: 4424.513184
	Iteration 17Q: 3 clusters Score -877664.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -877698.250000 Penalty: 4424.513184
	Iteration 18Q: 3 clusters Score -877698.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -877722.750000 Penalty: 4424.513184
	Iteration 19Q: 3 clusters Score -877722.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -877739.625000 Penalty: 4424.513184
	Iteration 20F: 3 clusters Score -877739.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -877755.625000 Penalty: 4424.513184
	Iteration 21Q: 3 clusters Score -877755.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -877774.625000 Penalty: 4424.513184
	Iteration 22Q: 3 clusters Score -877774.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -877785.812500 Penalty: 4424.513184
	Iteration 23Q: 3 clusters Score -877785.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -877801.125000 Penalty: 4424.513184
	Iteration 24Q: 3 clusters Score -877801.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -877821.187500 Penalty: 4424.513184
	Iteration 25Q: 3 clusters Score -877821.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -877839.250000 Penalty: 4424.513184
	Iteration 26Q: 3 clusters Score -877839.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -877859.937500 Penalty: 4424.513184
	Iteration 27Q: 3 clusters Score -877859.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -877878.625000 Penalty: 4424.513184
	Iteration 28Q: 3 clusters Score -877878.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -877893.500000 Penalty: 4424.513184
	Iteration 29Q: 3 clusters Score -877893.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -877911.875000 Penalty: 4424.513184
	Iteration 30Q: 3 clusters Score -877911.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -877929.937500 Penalty: 4424.513184
	Iteration 31Q: 3 clusters Score -877929.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -877943.250000 Penalty: 4424.513184
	Iteration 32Q: 3 clusters Score -877943.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -877952.812500 Penalty: 4424.513184
	Iteration 33Q: 3 clusters Score -877952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -877960.375000 Penalty: 4424.513184
	Iteration 34Q: 3 clusters Score -877960.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -877967.062500 Penalty: 4424.513184
	Iteration 35Q: 3 clusters Score -877967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -877968.625000 Penalty: 4424.513184
	Iteration 36Q: 3 clusters Score -877968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -877970.375000 Penalty: 4424.513184
	Iteration 37Q: 3 clusters Score -877970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -877970.812500 Penalty: 4424.513184
	Iteration 38Q: 3 clusters Score -877970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -877971.500000 Penalty: 4424.513184
	Iteration 39Q: 3 clusters Score -877971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -877971.500000 Penalty: 4424.513184
	Iteration 40F: 3 clusters Score -877971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13167 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3392 members 
Mstep: Class 5 contains 6787 members 
Mstep: Class 6 contains 15414 members 
Mstep: Class 7 contains 6383 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 10271 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18335 members 
Mstep: Class 15 contains 6215 members 
Mstep: Class 16 contains 10059 members 
Mstep: Class 17 contains 38342 members 
Mstep: Class 18 contains 6454 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 7518 members 
Mstep: Class 22 contains 9407 members 
Mstep: Class 23 contains 11392 members 
Mstep: Class 24 contains 9198 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19665 members 
Mstep: Class 28 contains 5210 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22436 members 
Mstep: Class 31 contains 1268 members 
Entering Unmasked Estep 
Score: -35714124.000000 Penalty: 97482.882812
Splitting cluster 15 changes total score from -35714936.000000 to -35714124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Entering Unmasked Estep 
Score: -1050161.125000 Penalty: 2285.623291
	Iteration 0F: 2 clusters Score -1050161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1042445.250000 Penalty: 4571.246582
	Iteration 0F: 3 clusters Score -1042445 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1044998.875000 Penalty: 4571.246582
	Iteration 1F: 3 clusters Score -1044999 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1045674.125000 Penalty: 4571.246582
	Iteration 2F: 3 clusters Score -1045674 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1046245.312500 Penalty: 4571.246582
	Iteration 3F: 3 clusters Score -1046245 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1046754.500000 Penalty: 4571.246582
	Iteration 4F: 3 clusters Score -1046754 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1047219.687500 Penalty: 4571.246582
	Iteration 5F: 3 clusters Score -1047220 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1047580.062500 Penalty: 4571.246582
	Iteration 6Q: 3 clusters Score -1047580 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1047851.000000 Penalty: 4571.246582
	Iteration 7Q: 3 clusters Score -1047851 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1048020.812500 Penalty: 4571.246582
	Iteration 8Q: 3 clusters Score -1048021 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1048138.125000 Penalty: 4571.246582
	Iteration 9Q: 3 clusters Score -1048138 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1048212.250000 Penalty: 4571.246582
	Iteration 10Q: 3 clusters Score -1048212 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1048261.187500 Penalty: 4571.246582
	Iteration 11Q: 3 clusters Score -1048261 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1048293.125000 Penalty: 4571.246582
	Iteration 12Q: 3 clusters Score -1048293 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1048327.812500 Penalty: 4571.246582
	Iteration 13Q: 3 clusters Score -1048328 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1048362.625000 Penalty: 4571.246582
	Iteration 14Q: 3 clusters Score -1048363 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1048383.312500 Penalty: 4571.246582
	Iteration 15Q: 3 clusters Score -1048383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1048394.312500 Penalty: 4571.246582
	Iteration 16Q: 3 clusters Score -1048394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1048404.187500 Penalty: 4571.246582
	Iteration 17Q: 3 clusters Score -1048404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1048411.687500 Penalty: 4571.246582
	Iteration 18Q: 3 clusters Score -1048412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1048419.687500 Penalty: 4571.246582
	Iteration 19Q: 3 clusters Score -1048420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1048426.000000 Penalty: 4571.246582
	Iteration 20F: 3 clusters Score -1048426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1048428.062500 Penalty: 4571.246582
	Iteration 21Q: 3 clusters Score -1048428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1048437.687500 Penalty: 4571.246582
	Iteration 22Q: 3 clusters Score -1048438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1048444.125000 Penalty: 4571.246582
	Iteration 23Q: 3 clusters Score -1048444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1048442.125000 Penalty: 4571.246582
	Iteration 24Q: 3 clusters Score -1048442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1048446.000000 Penalty: 4571.246582
	Iteration 25Q: 3 clusters Score -1048446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1048455.375000 Penalty: 4571.246582
	Iteration 26Q: 3 clusters Score -1048455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1048455.750000 Penalty: 4571.246582
	Iteration 27Q: 3 clusters Score -1048456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1048455.937500 Penalty: 4571.246582
	Iteration 28Q: 3 clusters Score -1048456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1048455.000000 Penalty: 4571.246582
	Iteration 29Q: 3 clusters Score -1048455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1048455.562500 Penalty: 4571.246582
	Iteration 30Q: 3 clusters Score -1048456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1048457.062500 Penalty: 4571.246582
	Iteration 31Q: 3 clusters Score -1048457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1048457.062500 Penalty: 4571.246582
	Iteration 32F: 3 clusters Score -1048457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Entering Unmasked Estep 
Score: -4242629.500000 Penalty: 2617.466797
	Iteration 0F: 2 clusters Score -4242630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4216737.000000 Penalty: 5234.933594
	Iteration 0F: 3 clusters Score -4216737 nChanged 17518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -4226990.000000 Penalty: 5234.933594
	Iteration 1F: 3 clusters Score -4226990 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -4228227.500000 Penalty: 5234.933594
	Iteration 2F: 3 clusters Score -4228228 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -4229677.500000 Penalty: 5234.933594
	Iteration 3F: 3 clusters Score -4229678 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4231222.000000 Penalty: 5234.933594
	Iteration 4F: 3 clusters Score -4231222 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4232774.000000 Penalty: 5234.933594
	Iteration 5F: 3 clusters Score -4232774 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4234310.000000 Penalty: 5234.933594
	Iteration 6F: 3 clusters Score -4234310 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4235759.000000 Penalty: 5234.933594
	Iteration 7F: 3 clusters Score -4235759 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4236901.000000 Penalty: 5234.933594
	Iteration 8Q: 3 clusters Score -4236901 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4237762.000000 Penalty: 5234.933594
	Iteration 9Q: 3 clusters Score -4237762 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -4238364.500000 Penalty: 5234.933594
	Iteration 10Q: 3 clusters Score -4238364 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4238771.500000 Penalty: 5234.933594
	Iteration 11Q: 3 clusters Score -4238772 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4239076.000000 Penalty: 5234.933594
	Iteration 12Q: 3 clusters Score -4239076 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -4239309.500000 Penalty: 5234.933594
	Iteration 13Q: 3 clusters Score -4239310 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -4239513.500000 Penalty: 5234.933594
	Iteration 14Q: 3 clusters Score -4239514 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4239687.000000 Penalty: 5234.933594
	Iteration 15Q: 3 clusters Score -4239687 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -4239886.500000 Penalty: 5234.933594
	Iteration 16Q: 3 clusters Score -4239886 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -4240087.000000 Penalty: 5234.933594
	Iteration 17Q: 3 clusters Score -4240087 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4240276.500000 Penalty: 5234.933594
	Iteration 18Q: 3 clusters Score -4240276 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4240477.500000 Penalty: 5234.933594
	Iteration 19Q: 3 clusters Score -4240478 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4240684.500000 Penalty: 5234.933594
	Iteration 20F: 3 clusters Score -4240684 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4240895.000000 Penalty: 5234.933594
	Iteration 21Q: 3 clusters Score -4240895 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4241096.000000 Penalty: 5234.933594
	Iteration 22Q: 3 clusters Score -4241096 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4241290.500000 Penalty: 5234.933594
	Iteration 23Q: 3 clusters Score -4241290 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4241451.500000 Penalty: 5234.933594
	Iteration 24Q: 3 clusters Score -4241452 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4241651.500000 Penalty: 5234.933594
	Iteration 25Q: 3 clusters Score -4241652 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4241756.000000 Penalty: 5234.933594
	Iteration 26Q: 3 clusters Score -4241756 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4241814.000000 Penalty: 5234.933594
	Iteration 27Q: 3 clusters Score -4241814 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4241886.000000 Penalty: 5234.933594
	Iteration 28Q: 3 clusters Score -4241886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4241921.000000 Penalty: 5234.933594
	Iteration 29Q: 3 clusters Score -4241921 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4241950.000000 Penalty: 5234.933594
	Iteration 30Q: 3 clusters Score -4241950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4241976.000000 Penalty: 5234.933594
	Iteration 31Q: 3 clusters Score -4241976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4241984.500000 Penalty: 5234.933594
	Iteration 32Q: 3 clusters Score -4241984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4241995.000000 Penalty: 5234.933594
	Iteration 33Q: 3 clusters Score -4241995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4241995.500000 Penalty: 5234.933594
	Iteration 34Q: 3 clusters Score -4241996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4242001.000000 Penalty: 5234.933594
	Iteration 35Q: 3 clusters Score -4242001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4242012.000000 Penalty: 5234.933594
	Iteration 36Q: 3 clusters Score -4242012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4242018.000000 Penalty: 5234.933594
	Iteration 37Q: 3 clusters Score -4242018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4242029.000000 Penalty: 5234.933594
	Iteration 38Q: 3 clusters Score -4242029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4242028.000000 Penalty: 5234.933594
	Iteration 39Q: 3 clusters Score -4242028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4242033.500000 Penalty: 5234.933594
	Iteration 40F: 3 clusters Score -4242034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4242034.000000 Penalty: 5234.933594
	Iteration 41Q: 3 clusters Score -4242034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4242033.000000 Penalty: 5234.933594
	Iteration 42Q: 3 clusters Score -4242033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -4242039.000000 Penalty: 5234.933594
	Iteration 43Q: 3 clusters Score -4242039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4242033.000000 Penalty: 5234.933594
	Iteration 44Q: 3 clusters Score -4242033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4242038.000000 Penalty: 5234.933594
	Iteration 45Q: 3 clusters Score -4242038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4242035.000000 Penalty: 5234.933594
	Iteration 46Q: 3 clusters Score -4242035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4242034.500000 Penalty: 5234.933594
	Iteration 47Q: 3 clusters Score -4242034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4242034.500000 Penalty: 5234.933594
	Iteration 48F: 3 clusters Score -4242034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Entering Unmasked Estep 
Score: -773582.187500 Penalty: 2175.568848
	Iteration 0F: 2 clusters Score -773582.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -768161.687500 Penalty: 4351.137695
	Iteration 0F: 3 clusters Score -768161.7 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -769575.187500 Penalty: 4351.137695
	Iteration 1F: 3 clusters Score -769575.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -769811.812500 Penalty: 4351.137695
	Iteration 2F: 3 clusters Score -769811.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -769990.500000 Penalty: 4351.137695
	Iteration 3Q: 3 clusters Score -769990.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -770144.375000 Penalty: 4351.137695
	Iteration 4Q: 3 clusters Score -770144.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -770248.875000 Penalty: 4351.137695
	Iteration 5Q: 3 clusters Score -770248.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -770338.250000 Penalty: 4351.137695
	Iteration 6Q: 3 clusters Score -770338.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -770449.437500 Penalty: 4351.137695
	Iteration 7Q: 3 clusters Score -770449.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -770594.562500 Penalty: 4351.137695
	Iteration 8Q: 3 clusters Score -770594.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -770748.812500 Penalty: 4351.137695
	Iteration 9Q: 3 clusters Score -770748.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -770912.937500 Penalty: 4351.137695
	Iteration 10Q: 3 clusters Score -770912.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -771101.375000 Penalty: 4351.137695
	Iteration 11Q: 3 clusters Score -771101.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -771275.187500 Penalty: 4351.137695
	Iteration 12Q: 3 clusters Score -771275.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -771457.250000 Penalty: 4351.137695
	Iteration 13Q: 3 clusters Score -771457.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -771613.812500 Penalty: 4351.137695
	Iteration 14Q: 3 clusters Score -771613.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -771736.000000 Penalty: 4351.137695
	Iteration 15Q: 3 clusters Score -771736 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -771827.562500 Penalty: 4351.137695
	Iteration 16Q: 3 clusters Score -771827.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -771907.750000 Penalty: 4351.137695
	Iteration 17Q: 3 clusters Score -771907.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -771973.625000 Penalty: 4351.137695
	Iteration 18Q: 3 clusters Score -771973.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -772032.812500 Penalty: 4351.137695
	Iteration 19Q: 3 clusters Score -772032.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -772072.500000 Penalty: 4351.137695
	Iteration 20F: 3 clusters Score -772072.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -772100.937500 Penalty: 4351.137695
	Iteration 21Q: 3 clusters Score -772100.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -772124.625000 Penalty: 4351.137695
	Iteration 22Q: 3 clusters Score -772124.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -772140.562500 Penalty: 4351.137695
	Iteration 23Q: 3 clusters Score -772140.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -772156.125000 Penalty: 4351.137695
	Iteration 24Q: 3 clusters Score -772156.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -772164.000000 Penalty: 4351.137695
	Iteration 25Q: 3 clusters Score -772164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -772167.750000 Penalty: 4351.137695
	Iteration 26Q: 3 clusters Score -772167.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -772173.500000 Penalty: 4351.137695
	Iteration 27Q: 3 clusters Score -772173.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -772178.687500 Penalty: 4351.137695
	Iteration 28Q: 3 clusters Score -772178.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -772184.812500 Penalty: 4351.137695
	Iteration 29Q: 3 clusters Score -772184.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -772191.187500 Penalty: 4351.137695
	Iteration 30Q: 3 clusters Score -772191.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -772193.687500 Penalty: 4351.137695
	Iteration 31Q: 3 clusters Score -772193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -772197.250000 Penalty: 4351.137695
	Iteration 32Q: 3 clusters Score -772197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -772199.562500 Penalty: 4351.137695
	Iteration 33Q: 3 clusters Score -772199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -772200.750000 Penalty: 4351.137695
	Iteration 34Q: 3 clusters Score -772200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -772201.312500 Penalty: 4351.137695
	Iteration 35Q: 3 clusters Score -772201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -772202.875000 Penalty: 4351.137695
	Iteration 36Q: 3 clusters Score -772202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -772203.875000 Penalty: 4351.137695
	Iteration 37Q: 3 clusters Score -772203.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -772206.937500 Penalty: 4351.137695
	Iteration 38Q: 3 clusters Score -772206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -772206.437500 Penalty: 4351.137695
	Iteration 39Q: 3 clusters Score -772206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -772207.375000 Penalty: 4351.137695
	Iteration 40F: 3 clusters Score -772207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -772208.812500 Penalty: 4351.137695
	Iteration 41Q: 3 clusters Score -772208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -772209.562500 Penalty: 4351.137695
	Iteration 42Q: 3 clusters Score -772209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -772209.750000 Penalty: 4351.137695
	Iteration 43Q: 3 clusters Score -772209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -772209.312500 Penalty: 4351.137695
	Iteration 44Q: 3 clusters Score -772209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -772208.000000 Penalty: 4351.137695
	Iteration 45Q: 3 clusters Score -772208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -772208.000000 Penalty: 4351.137695
	Iteration 46F: 3 clusters Score -772208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Entering Unmasked Estep 
Score: -449538.437500 Penalty: 2064.555664
	Iteration 0F: 2 clusters Score -449538.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -445649.156250 Penalty: 4129.111328
	Iteration 0F: 3 clusters Score -445649.2 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -446672.125000 Penalty: 4129.111328
	Iteration 1F: 3 clusters Score -446672.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -447084.125000 Penalty: 4129.111328
	Iteration 2F: 3 clusters Score -447084.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -447485.781250 Penalty: 4129.111328
	Iteration 3F: 3 clusters Score -447485.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -447834.843750 Penalty: 4129.111328
	Iteration 4F: 3 clusters Score -447834.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -448115.312500 Penalty: 4129.111328
	Iteration 5F: 3 clusters Score -448115.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -448306.875000 Penalty: 4129.111328
	Iteration 6Q: 3 clusters Score -448306.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -448471.750000 Penalty: 4129.111328
	Iteration 7Q: 3 clusters Score -448471.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -448568.656250 Penalty: 4129.111328
	Iteration 8Q: 3 clusters Score -448568.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -448634.500000 Penalty: 4129.111328
	Iteration 9Q: 3 clusters Score -448634.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -448671.406250 Penalty: 4129.111328
	Iteration 10Q: 3 clusters Score -448671.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -448694.218750 Penalty: 4129.111328
	Iteration 11Q: 3 clusters Score -448694.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -448708.250000 Penalty: 4129.111328
	Iteration 12Q: 3 clusters Score -448708.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -448721.406250 Penalty: 4129.111328
	Iteration 13Q: 3 clusters Score -448721.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -448731.375000 Penalty: 4129.111328
	Iteration 14Q: 3 clusters Score -448731.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -448740.906250 Penalty: 4129.111328
	Iteration 15Q: 3 clusters Score -448740.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -448744.218750 Penalty: 4129.111328
	Iteration 16Q: 3 clusters Score -448744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -448747.812500 Penalty: 4129.111328
	Iteration 17Q: 3 clusters Score -448747.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -448752.500000 Penalty: 4129.111328
	Iteration 18Q: 3 clusters Score -448752.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -448754.593750 Penalty: 4129.111328
	Iteration 19Q: 3 clusters Score -448754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -448757.031250 Penalty: 4129.111328
	Iteration 20F: 3 clusters Score -448757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -448757.125000 Penalty: 4129.111328
	Iteration 21Q: 3 clusters Score -448757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -448758.031250 Penalty: 4129.111328
	Iteration 22Q: 3 clusters Score -448758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -448758.031250 Penalty: 4129.111328
	Iteration 23F: 3 clusters Score -448758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Entering Unmasked Estep 
Score: -1639514.625000 Penalty: 2361.766357
	Iteration 0F: 2 clusters Score -1639515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1629596.125000 Penalty: 4723.532715
	Iteration 0F: 3 clusters Score -1629596 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1632878.875000 Penalty: 4723.532715
	Iteration 1F: 3 clusters Score -1632879 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1633569.000000 Penalty: 4723.532715
	Iteration 2F: 3 clusters Score -1633569 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1634263.500000 Penalty: 4723.532715
	Iteration 3F: 3 clusters Score -1634264 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1634958.750000 Penalty: 4723.532715
	Iteration 4F: 3 clusters Score -1634959 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1635716.500000 Penalty: 4723.532715
	Iteration 5F: 3 clusters Score -1635716 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1636439.875000 Penalty: 4723.532715
	Iteration 6F: 3 clusters Score -1636440 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1637074.500000 Penalty: 4723.532715
	Iteration 7F: 3 clusters Score -1637074 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1637571.250000 Penalty: 4723.532715
	Iteration 8Q: 3 clusters Score -1637571 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1637945.500000 Penalty: 4723.532715
	Iteration 9Q: 3 clusters Score -1637946 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1638227.750000 Penalty: 4723.532715
	Iteration 10Q: 3 clusters Score -1638228 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1638442.750000 Penalty: 4723.532715
	Iteration 11Q: 3 clusters Score -1638443 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1638606.750000 Penalty: 4723.532715
	Iteration 12Q: 3 clusters Score -1638607 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1638739.625000 Penalty: 4723.532715
	Iteration 13Q: 3 clusters Score -1638740 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1638827.500000 Penalty: 4723.532715
	Iteration 14Q: 3 clusters Score -1638828 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1638911.125000 Penalty: 4723.532715
	Iteration 15Q: 3 clusters Score -1638911 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1638966.125000 Penalty: 4723.532715
	Iteration 16Q: 3 clusters Score -1638966 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1639009.750000 Penalty: 4723.532715
	Iteration 17Q: 3 clusters Score -1639010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1639035.000000 Penalty: 4723.532715
	Iteration 18Q: 3 clusters Score -1639035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1639052.500000 Penalty: 4723.532715
	Iteration 19Q: 3 clusters Score -1639052 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1639071.000000 Penalty: 4723.532715
	Iteration 20F: 3 clusters Score -1639071 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1639084.000000 Penalty: 4723.532715
	Iteration 21Q: 3 clusters Score -1639084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1639095.625000 Penalty: 4723.532715
	Iteration 22Q: 3 clusters Score -1639096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1639099.125000 Penalty: 4723.532715
	Iteration 23Q: 3 clusters Score -1639099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1639102.125000 Penalty: 4723.532715
	Iteration 24Q: 3 clusters Score -1639102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1639110.375000 Penalty: 4723.532715
	Iteration 25Q: 3 clusters Score -1639110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1639118.500000 Penalty: 4723.532715
	Iteration 26Q: 3 clusters Score -1639118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1639120.625000 Penalty: 4723.532715
	Iteration 27Q: 3 clusters Score -1639121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1639123.375000 Penalty: 4723.532715
	Iteration 28Q: 3 clusters Score -1639123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1639127.375000 Penalty: 4723.532715
	Iteration 29Q: 3 clusters Score -1639127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1639131.000000 Penalty: 4723.532715
	Iteration 30Q: 3 clusters Score -1639131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1639134.375000 Penalty: 4723.532715
	Iteration 31Q: 3 clusters Score -1639134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1639136.250000 Penalty: 4723.532715
	Iteration 32Q: 3 clusters Score -1639136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1639135.375000 Penalty: 4723.532715
	Iteration 33Q: 3 clusters Score -1639135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1639137.875000 Penalty: 4723.532715
	Iteration 34Q: 3 clusters Score -1639138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1639138.750000 Penalty: 4723.532715
	Iteration 35Q: 3 clusters Score -1639139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1639141.750000 Penalty: 4723.532715
	Iteration 36Q: 3 clusters Score -1639142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1639136.250000 Penalty: 4723.532715
	Iteration 37Q: 3 clusters Score -1639136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1639137.125000 Penalty: 4723.532715
	Iteration 38Q: 3 clusters Score -1639137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1639143.500000 Penalty: 4723.532715
	Iteration 39Q: 3 clusters Score -1639144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1639142.375000 Penalty: 4723.532715
	Iteration 40F: 3 clusters Score -1639142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1639140.625000 Penalty: 4723.532715
	Iteration 41Q: 3 clusters Score -1639141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1639145.875000 Penalty: 4723.532715
	Iteration 42Q: 3 clusters Score -1639146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1639148.250000 Penalty: 4723.532715
	Iteration 43Q: 3 clusters Score -1639148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1639146.625000 Penalty: 4723.532715
	Iteration 44Q: 3 clusters Score -1639147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1639150.125000 Penalty: 4723.532715
	Iteration 45Q: 3 clusters Score -1639150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1639148.125000 Penalty: 4723.532715
	Iteration 46Q: 3 clusters Score -1639148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1639149.250000 Penalty: 4723.532715
	Iteration 47Q: 3 clusters Score -1639149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1639151.500000 Penalty: 4723.532715
	Iteration 48Q: 3 clusters Score -1639152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1639150.875000 Penalty: 4723.532715
	Iteration 49Q: 3 clusters Score -1639151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1639148.875000 Penalty: 4723.532715
	Iteration 50Q: 3 clusters Score -1639149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1639149.625000 Penalty: 4723.532715
	Iteration 51Q: 3 clusters Score -1639150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1639152.500000 Penalty: 4723.532715
	Iteration 52Q: 3 clusters Score -1639152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1639150.375000 Penalty: 4723.532715
	Iteration 53Q: 3 clusters Score -1639150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1639151.875000 Penalty: 4723.532715
	Iteration 54Q: 3 clusters Score -1639152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1639151.875000 Penalty: 4723.532715
	Iteration 55F: 3 clusters Score -1639152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Entering Unmasked Estep 
Score: -880807.187500 Penalty: 2213.413818
	Iteration 0F: 2 clusters Score -880807.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -874675.562500 Penalty: 4426.827637
	Iteration 0F: 3 clusters Score -874675.6 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -876398.625000 Penalty: 4426.827637
	Iteration 1F: 3 clusters Score -876398.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -876710.062500 Penalty: 4426.827637
	Iteration 2F: 3 clusters Score -876710.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -876927.500000 Penalty: 4426.827637
	Iteration 3F: 3 clusters Score -876927.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -877117.687500 Penalty: 4426.827637
	Iteration 4Q: 3 clusters Score -877117.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -877344.500000 Penalty: 4426.827637
	Iteration 5Q: 3 clusters Score -877344.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -877600.312500 Penalty: 4426.827637
	Iteration 6Q: 3 clusters Score -877600.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -877834.187500 Penalty: 4426.827637
	Iteration 7Q: 3 clusters Score -877834.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -878065.375000 Penalty: 4426.827637
	Iteration 8Q: 3 clusters Score -878065.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -878273.437500 Penalty: 4426.827637
	Iteration 9Q: 3 clusters Score -878273.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -878503.687500 Penalty: 4426.827637
	Iteration 10Q: 3 clusters Score -878503.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -878744.000000 Penalty: 4426.827637
	Iteration 11Q: 3 clusters Score -878744 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -878936.375000 Penalty: 4426.827637
	Iteration 12Q: 3 clusters Score -878936.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -879133.937500 Penalty: 4426.827637
	Iteration 13Q: 3 clusters Score -879133.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -879358.312500 Penalty: 4426.827637
	Iteration 14Q: 3 clusters Score -879358.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -879631.000000 Penalty: 4426.827637
	Iteration 15Q: 3 clusters Score -879631 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -879993.125000 Penalty: 4426.827637
	Iteration 16Q: 3 clusters Score -879993.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -880316.187500 Penalty: 4426.827637
	Iteration 17Q: 3 clusters Score -880316.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -880448.875000 Penalty: 4426.827637
	Iteration 18Q: 3 clusters Score -880448.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -880535.187500 Penalty: 4426.827637
	Iteration 19Q: 3 clusters Score -880535.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -880589.375000 Penalty: 4426.827637
	Iteration 20F: 3 clusters Score -880589.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -880632.812500 Penalty: 4426.827637
	Iteration 21Q: 3 clusters Score -880632.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -880654.937500 Penalty: 4426.827637
	Iteration 22Q: 3 clusters Score -880654.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -880666.437500 Penalty: 4426.827637
	Iteration 23Q: 3 clusters Score -880666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -880670.125000 Penalty: 4426.827637
	Iteration 24Q: 3 clusters Score -880670.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -880671.937500 Penalty: 4426.827637
	Iteration 25Q: 3 clusters Score -880671.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -880676.750000 Penalty: 4426.827637
	Iteration 26Q: 3 clusters Score -880676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -880677.937500 Penalty: 4426.827637
	Iteration 27Q: 3 clusters Score -880677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -880680.250000 Penalty: 4426.827637
	Iteration 28Q: 3 clusters Score -880680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -880681.250000 Penalty: 4426.827637
	Iteration 29Q: 3 clusters Score -880681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -880683.187500 Penalty: 4426.827637
	Iteration 30Q: 3 clusters Score -880683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -880682.375000 Penalty: 4426.827637
	Iteration 31Q: 3 clusters Score -880682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -880683.375000 Penalty: 4426.827637
	Iteration 32Q: 3 clusters Score -880683.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -880683.375000 Penalty: 4426.827637
	Iteration 33F: 3 clusters Score -880683.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Entering Unmasked Estep 
Score: -1125463.875000 Penalty: 2269.003906
	Iteration 0F: 2 clusters Score -1125464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1118216.625000 Penalty: 4538.007812
	Iteration 0F: 3 clusters Score -1118217 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1120544.125000 Penalty: 4538.007812
	Iteration 1F: 3 clusters Score -1120544 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1121166.625000 Penalty: 4538.007812
	Iteration 2F: 3 clusters Score -1121167 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1121692.125000 Penalty: 4538.007812
	Iteration 3F: 3 clusters Score -1121692 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1122149.000000 Penalty: 4538.007812
	Iteration 4F: 3 clusters Score -1122149 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1122585.875000 Penalty: 4538.007812
	Iteration 5F: 3 clusters Score -1122586 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1122866.375000 Penalty: 4538.007812
	Iteration 6F: 3 clusters Score -1122866 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1123041.000000 Penalty: 4538.007812
	Iteration 7Q: 3 clusters Score -1123041 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1123173.625000 Penalty: 4538.007812
	Iteration 8Q: 3 clusters Score -1123174 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1123261.375000 Penalty: 4538.007812
	Iteration 9Q: 3 clusters Score -1123261 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1123329.500000 Penalty: 4538.007812
	Iteration 10Q: 3 clusters Score -1123330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1123391.625000 Penalty: 4538.007812
	Iteration 11Q: 3 clusters Score -1123392 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1123460.375000 Penalty: 4538.007812
	Iteration 12Q: 3 clusters Score -1123460 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1123517.625000 Penalty: 4538.007812
	Iteration 13Q: 3 clusters Score -1123518 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1123551.625000 Penalty: 4538.007812
	Iteration 14Q: 3 clusters Score -1123552 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1123569.375000 Penalty: 4538.007812
	Iteration 15Q: 3 clusters Score -1123569 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1123587.625000 Penalty: 4538.007812
	Iteration 16Q: 3 clusters Score -1123588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1123600.500000 Penalty: 4538.007812
	Iteration 17Q: 3 clusters Score -1123600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1123610.000000 Penalty: 4538.007812
	Iteration 18Q: 3 clusters Score -1123610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1123621.125000 Penalty: 4538.007812
	Iteration 19Q: 3 clusters Score -1123621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1123628.750000 Penalty: 4538.007812
	Iteration 20F: 3 clusters Score -1123629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1123635.000000 Penalty: 4538.007812
	Iteration 21Q: 3 clusters Score -1123635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1123636.375000 Penalty: 4538.007812
	Iteration 22Q: 3 clusters Score -1123636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1123638.500000 Penalty: 4538.007812
	Iteration 23Q: 3 clusters Score -1123638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1123641.625000 Penalty: 4538.007812
	Iteration 24Q: 3 clusters Score -1123642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1123642.625000 Penalty: 4538.007812
	Iteration 25Q: 3 clusters Score -1123643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1123646.000000 Penalty: 4538.007812
	Iteration 26Q: 3 clusters Score -1123646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1123646.125000 Penalty: 4538.007812
	Iteration 27Q: 3 clusters Score -1123646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1123648.000000 Penalty: 4538.007812
	Iteration 28Q: 3 clusters Score -1123648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1123646.250000 Penalty: 4538.007812
	Iteration 29Q: 3 clusters Score -1123646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1123646.125000 Penalty: 4538.007812
	Iteration 30Q: 3 clusters Score -1123646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1123647.625000 Penalty: 4538.007812
	Iteration 31Q: 3 clusters Score -1123648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1123647.000000 Penalty: 4538.007812
	Iteration 32Q: 3 clusters Score -1123647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1123645.250000 Penalty: 4538.007812
	Iteration 33Q: 3 clusters Score -1123645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1123647.750000 Penalty: 4538.007812
	Iteration 34Q: 3 clusters Score -1123648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1123648.750000 Penalty: 4538.007812
	Iteration 35Q: 3 clusters Score -1123649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1123650.000000 Penalty: 4538.007812
	Iteration 36Q: 3 clusters Score -1123650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1123649.500000 Penalty: 4538.007812
	Iteration 37Q: 3 clusters Score -1123650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1123653.875000 Penalty: 4538.007812
	Iteration 38Q: 3 clusters Score -1123654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1123653.875000 Penalty: 4538.007812
	Iteration 39Q: 3 clusters Score -1123654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1123654.875000 Penalty: 4538.007812
	Iteration 40F: 3 clusters Score -1123655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1123654.250000 Penalty: 4538.007812
	Iteration 41Q: 3 clusters Score -1123654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1123656.250000 Penalty: 4538.007812
	Iteration 42Q: 3 clusters Score -1123656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1123654.125000 Penalty: 4538.007812
	Iteration 43Q: 3 clusters Score -1123654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1123655.875000 Penalty: 4538.007812
	Iteration 44Q: 3 clusters Score -1123656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1123658.250000 Penalty: 4538.007812
	Iteration 45Q: 3 clusters Score -1123658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1123659.625000 Penalty: 4538.007812
	Iteration 46Q: 3 clusters Score -1123660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1123658.250000 Penalty: 4538.007812
	Iteration 47Q: 3 clusters Score -1123658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1123657.750000 Penalty: 4538.007812
	Iteration 48Q: 3 clusters Score -1123658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1123658.625000 Penalty: 4538.007812
	Iteration 49Q: 3 clusters Score -1123659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1123657.875000 Penalty: 4538.007812
	Iteration 50Q: 3 clusters Score -1123658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1123657.875000 Penalty: 4538.007812
	Iteration 51F: 3 clusters Score -1123658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Entering Unmasked Estep 
Score: -1397816.750000 Penalty: 2316.485352
	Iteration 0F: 2 clusters Score -1397817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1389183.500000 Penalty: 4632.970703
	Iteration 0F: 3 clusters Score -1389184 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1391871.750000 Penalty: 4632.970703
	Iteration 1F: 3 clusters Score -1391872 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1392169.500000 Penalty: 4632.970703
	Iteration 2F: 3 clusters Score -1392170 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1392368.625000 Penalty: 4632.970703
	Iteration 3Q: 3 clusters Score -1392369 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1392525.375000 Penalty: 4632.970703
	Iteration 4Q: 3 clusters Score -1392525 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1392670.875000 Penalty: 4632.970703
	Iteration 5Q: 3 clusters Score -1392671 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1392788.000000 Penalty: 4632.970703
	Iteration 6Q: 3 clusters Score -1392788 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1392905.375000 Penalty: 4632.970703
	Iteration 7Q: 3 clusters Score -1392905 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1393041.375000 Penalty: 4632.970703
	Iteration 8Q: 3 clusters Score -1393041 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1393207.125000 Penalty: 4632.970703
	Iteration 9Q: 3 clusters Score -1393207 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1393372.375000 Penalty: 4632.970703
	Iteration 10Q: 3 clusters Score -1393372 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1393556.625000 Penalty: 4632.970703
	Iteration 11Q: 3 clusters Score -1393557 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1393771.000000 Penalty: 4632.970703
	Iteration 12Q: 3 clusters Score -1393771 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1393999.750000 Penalty: 4632.970703
	Iteration 13Q: 3 clusters Score -1394000 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1394258.125000 Penalty: 4632.970703
	Iteration 14Q: 3 clusters Score -1394258 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1394521.625000 Penalty: 4632.970703
	Iteration 15Q: 3 clusters Score -1394522 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1394776.375000 Penalty: 4632.970703
	Iteration 16Q: 3 clusters Score -1394776 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1395000.750000 Penalty: 4632.970703
	Iteration 17Q: 3 clusters Score -1395001 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1395183.875000 Penalty: 4632.970703
	Iteration 18Q: 3 clusters Score -1395184 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1395326.750000 Penalty: 4632.970703
	Iteration 19Q: 3 clusters Score -1395327 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1395443.875000 Penalty: 4632.970703
	Iteration 20F: 3 clusters Score -1395444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1395522.625000 Penalty: 4632.970703
	Iteration 21Q: 3 clusters Score -1395523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1395585.500000 Penalty: 4632.970703
	Iteration 22Q: 3 clusters Score -1395586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1395631.875000 Penalty: 4632.970703
	Iteration 23Q: 3 clusters Score -1395632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1395681.625000 Penalty: 4632.970703
	Iteration 24Q: 3 clusters Score -1395682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1395712.500000 Penalty: 4632.970703
	Iteration 25Q: 3 clusters Score -1395712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1395738.875000 Penalty: 4632.970703
	Iteration 26Q: 3 clusters Score -1395739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1395758.125000 Penalty: 4632.970703
	Iteration 27Q: 3 clusters Score -1395758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1395776.625000 Penalty: 4632.970703
	Iteration 28Q: 3 clusters Score -1395777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1395786.125000 Penalty: 4632.970703
	Iteration 29Q: 3 clusters Score -1395786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1395791.875000 Penalty: 4632.970703
	Iteration 30Q: 3 clusters Score -1395792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1395800.375000 Penalty: 4632.970703
	Iteration 31Q: 3 clusters Score -1395800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1395802.500000 Penalty: 4632.970703
	Iteration 32Q: 3 clusters Score -1395802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1395807.375000 Penalty: 4632.970703
	Iteration 33Q: 3 clusters Score -1395807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1395807.750000 Penalty: 4632.970703
	Iteration 34Q: 3 clusters Score -1395808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1395810.000000 Penalty: 4632.970703
	Iteration 35Q: 3 clusters Score -1395810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1395810.500000 Penalty: 4632.970703
	Iteration 36Q: 3 clusters Score -1395810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1395813.000000 Penalty: 4632.970703
	Iteration 37Q: 3 clusters Score -1395813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1395814.125000 Penalty: 4632.970703
	Iteration 38Q: 3 clusters Score -1395814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1395814.125000 Penalty: 4632.970703
	Iteration 39F: 3 clusters Score -1395814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Entering Unmasked Estep 
Score: -984585.125000 Penalty: 2263.431885
	Iteration 0F: 2 clusters Score -984585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -977453.937500 Penalty: 4526.863770
	Iteration 0F: 3 clusters Score -977453.9 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -979837.125000 Penalty: 4526.863770
	Iteration 1F: 3 clusters Score -979837.1 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -980459.500000 Penalty: 4526.863770
	Iteration 2F: 3 clusters Score -980459.5 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -981035.062500 Penalty: 4526.863770
	Iteration 3F: 3 clusters Score -981035.1 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -981478.562500 Penalty: 4526.863770
	Iteration 4F: 3 clusters Score -981478.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -981882.937500 Penalty: 4526.863770
	Iteration 5F: 3 clusters Score -981882.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -982234.000000 Penalty: 4526.863770
	Iteration 6F: 3 clusters Score -982234 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -982456.937500 Penalty: 4526.863770
	Iteration 7Q: 3 clusters Score -982456.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -982611.375000 Penalty: 4526.863770
	Iteration 8Q: 3 clusters Score -982611.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -982748.562500 Penalty: 4526.863770
	Iteration 9Q: 3 clusters Score -982748.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -982866.875000 Penalty: 4526.863770
	Iteration 10Q: 3 clusters Score -982866.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -982971.812500 Penalty: 4526.863770
	Iteration 11Q: 3 clusters Score -982971.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -983045.500000 Penalty: 4526.863770
	Iteration 12Q: 3 clusters Score -983045.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -983110.125000 Penalty: 4526.863770
	Iteration 13Q: 3 clusters Score -983110.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -983154.250000 Penalty: 4526.863770
	Iteration 14Q: 3 clusters Score -983154.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -983182.187500 Penalty: 4526.863770
	Iteration 15Q: 3 clusters Score -983182.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -983211.750000 Penalty: 4526.863770
	Iteration 16Q: 3 clusters Score -983211.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -983227.687500 Penalty: 4526.863770
	Iteration 17Q: 3 clusters Score -983227.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -983242.312500 Penalty: 4526.863770
	Iteration 18Q: 3 clusters Score -983242.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -983252.125000 Penalty: 4526.863770
	Iteration 19Q: 3 clusters Score -983252.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -983262.187500 Penalty: 4526.863770
	Iteration 20F: 3 clusters Score -983262.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -983268.250000 Penalty: 4526.863770
	Iteration 21Q: 3 clusters Score -983268.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -983270.687500 Penalty: 4526.863770
	Iteration 22Q: 3 clusters Score -983270.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -983274.750000 Penalty: 4526.863770
	Iteration 23Q: 3 clusters Score -983274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -983277.875000 Penalty: 4526.863770
	Iteration 24Q: 3 clusters Score -983277.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -983280.500000 Penalty: 4526.863770
	Iteration 25Q: 3 clusters Score -983280.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -983282.625000 Penalty: 4526.863770
	Iteration 26Q: 3 clusters Score -983282.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -983284.750000 Penalty: 4526.863770
	Iteration 27Q: 3 clusters Score -983284.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -983290.125000 Penalty: 4526.863770
	Iteration 28Q: 3 clusters Score -983290.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -983291.625000 Penalty: 4526.863770
	Iteration 29Q: 3 clusters Score -983291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -983293.062500 Penalty: 4526.863770
	Iteration 30Q: 3 clusters Score -983293.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -983296.750000 Penalty: 4526.863770
	Iteration 31Q: 3 clusters Score -983296.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -983295.000000 Penalty: 4526.863770
	Iteration 32Q: 3 clusters Score -983295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -983296.687500 Penalty: 4526.863770
	Iteration 33Q: 3 clusters Score -983296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -983295.812500 Penalty: 4526.863770
	Iteration 34Q: 3 clusters Score -983295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -983296.437500 Penalty: 4526.863770
	Iteration 35Q: 3 clusters Score -983296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -983297.625000 Penalty: 4526.863770
	Iteration 36Q: 3 clusters Score -983297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -983297.812500 Penalty: 4526.863770
	Iteration 37Q: 3 clusters Score -983297.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -983299.562500 Penalty: 4526.863770
	Iteration 38Q: 3 clusters Score -983299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -983302.437500 Penalty: 4526.863770
	Iteration 39Q: 3 clusters Score -983302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -983302.812500 Penalty: 4526.863770
	Iteration 40F: 3 clusters Score -983302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -983302.312500 Penalty: 4526.863770
	Iteration 41Q: 3 clusters Score -983302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -983302.312500 Penalty: 4526.863770
	Iteration 42F: 3 clusters Score -983302.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Entering Unmasked Estep 
Score: -2144415.500000 Penalty: 2431.117676
	Iteration 0F: 2 clusters Score -2144416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2131606.500000 Penalty: 4862.235352
	Iteration 0F: 3 clusters Score -2131606 nChanged 7942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2135880.250000 Penalty: 4862.235352
	Iteration 1F: 3 clusters Score -2135880 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2136396.500000 Penalty: 4862.235352
	Iteration 2F: 3 clusters Score -2136396 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2136938.250000 Penalty: 4862.235352
	Iteration 3F: 3 clusters Score -2136938 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2137522.000000 Penalty: 4862.235352
	Iteration 4F: 3 clusters Score -2137522 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2138069.750000 Penalty: 4862.235352
	Iteration 5F: 3 clusters Score -2138070 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2138599.500000 Penalty: 4862.235352
	Iteration 6Q: 3 clusters Score -2138600 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2139086.750000 Penalty: 4862.235352
	Iteration 7Q: 3 clusters Score -2139087 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2139541.000000 Penalty: 4862.235352
	Iteration 8Q: 3 clusters Score -2139541 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2139980.750000 Penalty: 4862.235352
	Iteration 9Q: 3 clusters Score -2139981 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2140353.000000 Penalty: 4862.235352
	Iteration 10Q: 3 clusters Score -2140353 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2140724.500000 Penalty: 4862.235352
	Iteration 11Q: 3 clusters Score -2140724 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2141018.750000 Penalty: 4862.235352
	Iteration 12Q: 3 clusters Score -2141019 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2141217.250000 Penalty: 4862.235352
	Iteration 13Q: 3 clusters Score -2141217 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2141374.000000 Penalty: 4862.235352
	Iteration 14Q: 3 clusters Score -2141374 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2141470.750000 Penalty: 4862.235352
	Iteration 15Q: 3 clusters Score -2141471 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2141545.750000 Penalty: 4862.235352
	Iteration 16Q: 3 clusters Score -2141546 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2141614.000000 Penalty: 4862.235352
	Iteration 17Q: 3 clusters Score -2141614 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2141676.250000 Penalty: 4862.235352
	Iteration 18Q: 3 clusters Score -2141676 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2141725.500000 Penalty: 4862.235352
	Iteration 19Q: 3 clusters Score -2141726 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2141781.750000 Penalty: 4862.235352
	Iteration 20F: 3 clusters Score -2141782 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2141833.750000 Penalty: 4862.235352
	Iteration 21Q: 3 clusters Score -2141834 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2141916.250000 Penalty: 4862.235352
	Iteration 22Q: 3 clusters Score -2141916 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2142010.750000 Penalty: 4862.235352
	Iteration 23Q: 3 clusters Score -2142011 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2142098.000000 Penalty: 4862.235352
	Iteration 24Q: 3 clusters Score -2142098 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2142219.000000 Penalty: 4862.235352
	Iteration 25Q: 3 clusters Score -2142219 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -2142352.250000 Penalty: 4862.235352
	Iteration 26Q: 3 clusters Score -2142352 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2142543.750000 Penalty: 4862.235352
	Iteration 27Q: 3 clusters Score -2142544 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2142789.000000 Penalty: 4862.235352
	Iteration 28Q: 3 clusters Score -2142789 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2143001.500000 Penalty: 4862.235352
	Iteration 29Q: 3 clusters Score -2143002 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2143165.250000 Penalty: 4862.235352
	Iteration 30Q: 3 clusters Score -2143165 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2143258.750000 Penalty: 4862.235352
	Iteration 31Q: 3 clusters Score -2143259 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2143322.250000 Penalty: 4862.235352
	Iteration 32Q: 3 clusters Score -2143322 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2143367.750000 Penalty: 4862.235352
	Iteration 33Q: 3 clusters Score -2143368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2143389.500000 Penalty: 4862.235352
	Iteration 34Q: 3 clusters Score -2143390 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2143405.750000 Penalty: 4862.235352
	Iteration 35Q: 3 clusters Score -2143406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2143415.250000 Penalty: 4862.235352
	Iteration 36Q: 3 clusters Score -2143415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2143423.500000 Penalty: 4862.235352
	Iteration 37Q: 3 clusters Score -2143424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2143429.000000 Penalty: 4862.235352
	Iteration 38Q: 3 clusters Score -2143429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2143429.750000 Penalty: 4862.235352
	Iteration 39Q: 3 clusters Score -2143430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2143437.750000 Penalty: 4862.235352
	Iteration 40F: 3 clusters Score -2143438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2143442.000000 Penalty: 4862.235352
	Iteration 41Q: 3 clusters Score -2143442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2143439.250000 Penalty: 4862.235352
	Iteration 42Q: 3 clusters Score -2143439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2143441.500000 Penalty: 4862.235352
	Iteration 43Q: 3 clusters Score -2143442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2143444.000000 Penalty: 4862.235352
	Iteration 44Q: 3 clusters Score -2143444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2143445.000000 Penalty: 4862.235352
	Iteration 45Q: 3 clusters Score -2143445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2143445.500000 Penalty: 4862.235352
	Iteration 46Q: 3 clusters Score -2143446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2143445.250000 Penalty: 4862.235352
	Iteration 47Q: 3 clusters Score -2143445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2143446.000000 Penalty: 4862.235352
	Iteration 48Q: 3 clusters Score -2143446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2143443.000000 Penalty: 4862.235352
	Iteration 49Q: 3 clusters Score -2143443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2143443.000000 Penalty: 4862.235352
	Iteration 50F: 3 clusters Score -2143443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Entering Unmasked Estep 
Score: -322992.531250 Penalty: 1961.735474
	Iteration 0F: 2 clusters Score -322992.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -319861.343750 Penalty: 3923.470947
	Iteration 0F: 3 clusters Score -319861.3 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -320453.750000 Penalty: 3923.470947
	Iteration 1F: 3 clusters Score -320453.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -320621.968750 Penalty: 3923.470947
	Iteration 2F: 3 clusters Score -320622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -320716.812500 Penalty: 3923.470947
	Iteration 3F: 3 clusters Score -320716.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -320772.406250 Penalty: 3923.470947
	Iteration 4Q: 3 clusters Score -320772.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -320819.531250 Penalty: 3923.470947
	Iteration 5Q: 3 clusters Score -320819.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320842.468750 Penalty: 3923.470947
	Iteration 6Q: 3 clusters Score -320842.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320858.062500 Penalty: 3923.470947
	Iteration 7Q: 3 clusters Score -320858.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320873.437500 Penalty: 3923.470947
	Iteration 8Q: 3 clusters Score -320873.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -320889.187500 Penalty: 3923.470947
	Iteration 9Q: 3 clusters Score -320889.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -320900.718750 Penalty: 3923.470947
	Iteration 10Q: 3 clusters Score -320900.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -320914.968750 Penalty: 3923.470947
	Iteration 11Q: 3 clusters Score -320915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320928.781250 Penalty: 3923.470947
	Iteration 12Q: 3 clusters Score -320928.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -320939.656250 Penalty: 3923.470947
	Iteration 13Q: 3 clusters Score -320939.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -320948.437500 Penalty: 3923.470947
	Iteration 14Q: 3 clusters Score -320948.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -320961.625000 Penalty: 3923.470947
	Iteration 15Q: 3 clusters Score -320961.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -320974.375000 Penalty: 3923.470947
	Iteration 16Q: 3 clusters Score -320974.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -321000.218750 Penalty: 3923.470947
	Iteration 17Q: 3 clusters Score -321000.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -321021.406250 Penalty: 3923.470947
	Iteration 18Q: 3 clusters Score -321021.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -321038.906250 Penalty: 3923.470947
	Iteration 19Q: 3 clusters Score -321038.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -321052.218750 Penalty: 3923.470947
	Iteration 20F: 3 clusters Score -321052.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -321069.031250 Penalty: 3923.470947
	Iteration 21Q: 3 clusters Score -321069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -321085.125000 Penalty: 3923.470947
	Iteration 22Q: 3 clusters Score -321085.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -321101.437500 Penalty: 3923.470947
	Iteration 23Q: 3 clusters Score -321101.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -321117.468750 Penalty: 3923.470947
	Iteration 24Q: 3 clusters Score -321117.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -321128.187500 Penalty: 3923.470947
	Iteration 25Q: 3 clusters Score -321128.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -321133.781250 Penalty: 3923.470947
	Iteration 26Q: 3 clusters Score -321133.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -321137.937500 Penalty: 3923.470947
	Iteration 27Q: 3 clusters Score -321137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -321141.843750 Penalty: 3923.470947
	Iteration 28Q: 3 clusters Score -321141.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -321144.531250 Penalty: 3923.470947
	Iteration 29Q: 3 clusters Score -321144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -321147.906250 Penalty: 3923.470947
	Iteration 30Q: 3 clusters Score -321147.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -321152.218750 Penalty: 3923.470947
	Iteration 31Q: 3 clusters Score -321152.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -321156.125000 Penalty: 3923.470947
	Iteration 32Q: 3 clusters Score -321156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -321157.625000 Penalty: 3923.470947
	Iteration 33Q: 3 clusters Score -321157.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -321161.218750 Penalty: 3923.470947
	Iteration 34Q: 3 clusters Score -321161.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -321166.250000 Penalty: 3923.470947
	Iteration 35Q: 3 clusters Score -321166.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -321169.468750 Penalty: 3923.470947
	Iteration 36Q: 3 clusters Score -321169.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -321172.468750 Penalty: 3923.470947
	Iteration 37Q: 3 clusters Score -321172.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321175.125000 Penalty: 3923.470947
	Iteration 38Q: 3 clusters Score -321175.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -321177.437500 Penalty: 3923.470947
	Iteration 39Q: 3 clusters Score -321177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -321179.125000 Penalty: 3923.470947
	Iteration 40F: 3 clusters Score -321179.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -321180.593750 Penalty: 3923.470947
	Iteration 41Q: 3 clusters Score -321180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -321180.562500 Penalty: 3923.470947
	Iteration 42Q: 3 clusters Score -321180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -321180.656250 Penalty: 3923.470947
	Iteration 43Q: 3 clusters Score -321180.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -321180.656250 Penalty: 3923.470947
	Iteration 44F: 3 clusters Score -321180.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Entering Unmasked Estep 
Score: -2374813.500000 Penalty: 2451.875732
	Iteration 0F: 2 clusters Score -2374814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2360982.500000 Penalty: 4903.751465
	Iteration 0F: 3 clusters Score -2360982 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2365694.500000 Penalty: 4903.751465
	Iteration 1F: 3 clusters Score -2365694 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2366160.000000 Penalty: 4903.751465
	Iteration 2F: 3 clusters Score -2366160 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2366587.750000 Penalty: 4903.751465
	Iteration 3F: 3 clusters Score -2366588 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2367002.000000 Penalty: 4903.751465
	Iteration 4Q: 3 clusters Score -2367002 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2367452.500000 Penalty: 4903.751465
	Iteration 5Q: 3 clusters Score -2367452 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2367979.750000 Penalty: 4903.751465
	Iteration 6Q: 3 clusters Score -2367980 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2368483.750000 Penalty: 4903.751465
	Iteration 7Q: 3 clusters Score -2368484 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2368996.000000 Penalty: 4903.751465
	Iteration 8Q: 3 clusters Score -2368996 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2369429.500000 Penalty: 4903.751465
	Iteration 9Q: 3 clusters Score -2369430 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2369709.500000 Penalty: 4903.751465
	Iteration 10Q: 3 clusters Score -2369710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2369908.500000 Penalty: 4903.751465
	Iteration 11Q: 3 clusters Score -2369908 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2370043.500000 Penalty: 4903.751465
	Iteration 12Q: 3 clusters Score -2370044 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2370142.250000 Penalty: 4903.751465
	Iteration 13Q: 3 clusters Score -2370142 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2370211.000000 Penalty: 4903.751465
	Iteration 14Q: 3 clusters Score -2370211 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2370278.000000 Penalty: 4903.751465
	Iteration 15Q: 3 clusters Score -2370278 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2370347.000000 Penalty: 4903.751465
	Iteration 16Q: 3 clusters Score -2370347 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2370424.000000 Penalty: 4903.751465
	Iteration 17Q: 3 clusters Score -2370424 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2370488.750000 Penalty: 4903.751465
	Iteration 18Q: 3 clusters Score -2370489 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2370549.250000 Penalty: 4903.751465
	Iteration 19Q: 3 clusters Score -2370549 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2370623.250000 Penalty: 4903.751465
	Iteration 20F: 3 clusters Score -2370623 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2370722.000000 Penalty: 4903.751465
	Iteration 21Q: 3 clusters Score -2370722 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2370836.000000 Penalty: 4903.751465
	Iteration 22Q: 3 clusters Score -2370836 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2370927.000000 Penalty: 4903.751465
	Iteration 23Q: 3 clusters Score -2370927 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2371013.750000 Penalty: 4903.751465
	Iteration 24Q: 3 clusters Score -2371014 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2371079.250000 Penalty: 4903.751465
	Iteration 25Q: 3 clusters Score -2371079 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2371156.500000 Penalty: 4903.751465
	Iteration 26Q: 3 clusters Score -2371156 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2371235.250000 Penalty: 4903.751465
	Iteration 27Q: 3 clusters Score -2371235 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2371330.250000 Penalty: 4903.751465
	Iteration 28Q: 3 clusters Score -2371330 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2371412.000000 Penalty: 4903.751465
	Iteration 29Q: 3 clusters Score -2371412 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2371499.250000 Penalty: 4903.751465
	Iteration 30Q: 3 clusters Score -2371499 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2371569.000000 Penalty: 4903.751465
	Iteration 31Q: 3 clusters Score -2371569 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2371631.750000 Penalty: 4903.751465
	Iteration 32Q: 3 clusters Score -2371632 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2371685.000000 Penalty: 4903.751465
	Iteration 33Q: 3 clusters Score -2371685 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2371723.500000 Penalty: 4903.751465
	Iteration 34Q: 3 clusters Score -2371724 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2371762.250000 Penalty: 4903.751465
	Iteration 35Q: 3 clusters Score -2371762 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2371800.750000 Penalty: 4903.751465
	Iteration 36Q: 3 clusters Score -2371801 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2371830.250000 Penalty: 4903.751465
	Iteration 37Q: 3 clusters Score -2371830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2371859.750000 Penalty: 4903.751465
	Iteration 38Q: 3 clusters Score -2371860 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2371898.250000 Penalty: 4903.751465
	Iteration 39Q: 3 clusters Score -2371898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2371926.750000 Penalty: 4903.751465
	Iteration 40F: 3 clusters Score -2371927 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2371952.750000 Penalty: 4903.751465
	Iteration 41Q: 3 clusters Score -2371953 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2371988.000000 Penalty: 4903.751465
	Iteration 42Q: 3 clusters Score -2371988 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2372015.750000 Penalty: 4903.751465
	Iteration 43Q: 3 clusters Score -2372016 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2372053.250000 Penalty: 4903.751465
	Iteration 44Q: 3 clusters Score -2372053 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2372086.750000 Penalty: 4903.751465
	Iteration 45Q: 3 clusters Score -2372087 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2372114.250000 Penalty: 4903.751465
	Iteration 46Q: 3 clusters Score -2372114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2372149.500000 Penalty: 4903.751465
	Iteration 47Q: 3 clusters Score -2372150 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2372201.000000 Penalty: 4903.751465
	Iteration 48Q: 3 clusters Score -2372201 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2372238.250000 Penalty: 4903.751465
	Iteration 49Q: 3 clusters Score -2372238 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2372272.250000 Penalty: 4903.751465
	Iteration 50Q: 3 clusters Score -2372272 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2372299.250000 Penalty: 4903.751465
	Iteration 51Q: 3 clusters Score -2372299 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2372319.000000 Penalty: 4903.751465
	Iteration 52Q: 3 clusters Score -2372319 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2372348.500000 Penalty: 4903.751465
	Iteration 53Q: 3 clusters Score -2372348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2372379.250000 Penalty: 4903.751465
	Iteration 54Q: 3 clusters Score -2372379 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2372395.000000 Penalty: 4903.751465
	Iteration 55Q: 3 clusters Score -2372395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2372419.500000 Penalty: 4903.751465
	Iteration 56Q: 3 clusters Score -2372420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2372437.750000 Penalty: 4903.751465
	Iteration 57Q: 3 clusters Score -2372438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2372454.250000 Penalty: 4903.751465
	Iteration 58Q: 3 clusters Score -2372454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2372460.250000 Penalty: 4903.751465
	Iteration 59Q: 3 clusters Score -2372460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2372468.500000 Penalty: 4903.751465
	Iteration 60F: 3 clusters Score -2372468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2372475.750000 Penalty: 4903.751465
	Iteration 61Q: 3 clusters Score -2372476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2372486.500000 Penalty: 4903.751465
	Iteration 62Q: 3 clusters Score -2372486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2372502.000000 Penalty: 4903.751465
	Iteration 63Q: 3 clusters Score -2372502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2372516.750000 Penalty: 4903.751465
	Iteration 64Q: 3 clusters Score -2372517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2372518.000000 Penalty: 4903.751465
	Iteration 65Q: 3 clusters Score -2372518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2372525.750000 Penalty: 4903.751465
	Iteration 66Q: 3 clusters Score -2372526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2372528.500000 Penalty: 4903.751465
	Iteration 67Q: 3 clusters Score -2372528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2372536.750000 Penalty: 4903.751465
	Iteration 68Q: 3 clusters Score -2372537 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2372548.500000 Penalty: 4903.751465
	Iteration 69Q: 3 clusters Score -2372548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2372548.500000 Penalty: 4903.751465
	Iteration 70Q: 3 clusters Score -2372548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2372559.000000 Penalty: 4903.751465
	Iteration 71Q: 3 clusters Score -2372559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2372574.750000 Penalty: 4903.751465
	Iteration 72Q: 3 clusters Score -2372575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2372578.750000 Penalty: 4903.751465
	Iteration 73Q: 3 clusters Score -2372579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2372582.750000 Penalty: 4903.751465
	Iteration 74Q: 3 clusters Score -2372583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2372603.500000 Penalty: 4903.751465
	Iteration 75Q: 3 clusters Score -2372604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2372613.250000 Penalty: 4903.751465
	Iteration 76Q: 3 clusters Score -2372613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2372623.750000 Penalty: 4903.751465
	Iteration 77Q: 3 clusters Score -2372624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2372637.000000 Penalty: 4903.751465
	Iteration 78Q: 3 clusters Score -2372637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2372646.250000 Penalty: 4903.751465
	Iteration 79Q: 3 clusters Score -2372646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2372656.500000 Penalty: 4903.751465
	Iteration 80F: 3 clusters Score -2372656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2372659.500000 Penalty: 4903.751465
	Iteration 81Q: 3 clusters Score -2372660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2372670.500000 Penalty: 4903.751465
	Iteration 82Q: 3 clusters Score -2372670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2372676.000000 Penalty: 4903.751465
	Iteration 83Q: 3 clusters Score -2372676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2372680.750000 Penalty: 4903.751465
	Iteration 84Q: 3 clusters Score -2372681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2372687.750000 Penalty: 4903.751465
	Iteration 85Q: 3 clusters Score -2372688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2372699.750000 Penalty: 4903.751465
	Iteration 86Q: 3 clusters Score -2372700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2372711.500000 Penalty: 4903.751465
	Iteration 87Q: 3 clusters Score -2372712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2372720.750000 Penalty: 4903.751465
	Iteration 88Q: 3 clusters Score -2372721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2372732.250000 Penalty: 4903.751465
	Iteration 89Q: 3 clusters Score -2372732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2372742.750000 Penalty: 4903.751465
	Iteration 90Q: 3 clusters Score -2372743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2372752.750000 Penalty: 4903.751465
	Iteration 91Q: 3 clusters Score -2372753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2372765.250000 Penalty: 4903.751465
	Iteration 92Q: 3 clusters Score -2372765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2372775.000000 Penalty: 4903.751465
	Iteration 93Q: 3 clusters Score -2372775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2372779.750000 Penalty: 4903.751465
	Iteration 94Q: 3 clusters Score -2372780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2372777.750000 Penalty: 4903.751465
	Iteration 95Q: 3 clusters Score -2372778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2372782.250000 Penalty: 4903.751465
	Iteration 96Q: 3 clusters Score -2372782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2372795.750000 Penalty: 4903.751465
	Iteration 97Q: 3 clusters Score -2372796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2372801.500000 Penalty: 4903.751465
	Iteration 98Q: 3 clusters Score -2372802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2372810.250000 Penalty: 4903.751465
	Iteration 99Q: 3 clusters Score -2372810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2372812.000000 Penalty: 4903.751465
	Iteration 100F: 3 clusters Score -2372812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2372814.750000 Penalty: 4903.751465
	Iteration 101Q: 3 clusters Score -2372815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2372812.250000 Penalty: 4903.751465
	Iteration 102Q: 3 clusters Score -2372812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2372814.250000 Penalty: 4903.751465
	Iteration 103Q: 3 clusters Score -2372814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2372822.250000 Penalty: 4903.751465
	Iteration 104Q: 3 clusters Score -2372822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2372823.750000 Penalty: 4903.751465
	Iteration 105Q: 3 clusters Score -2372824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2372823.500000 Penalty: 4903.751465
	Iteration 106Q: 3 clusters Score -2372824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2372828.250000 Penalty: 4903.751465
	Iteration 107Q: 3 clusters Score -2372828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2372827.750000 Penalty: 4903.751465
	Iteration 108Q: 3 clusters Score -2372828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2372827.500000 Penalty: 4903.751465
	Iteration 109Q: 3 clusters Score -2372828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2372826.000000 Penalty: 4903.751465
	Iteration 110Q: 3 clusters Score -2372826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -2372825.750000 Penalty: 4903.751465
	Iteration 111Q: 3 clusters Score -2372826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2372829.750000 Penalty: 4903.751465
	Iteration 112Q: 3 clusters Score -2372830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2372828.000000 Penalty: 4903.751465
	Iteration 113Q: 3 clusters Score -2372828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2372827.500000 Penalty: 4903.751465
	Iteration 114Q: 3 clusters Score -2372828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2372830.500000 Penalty: 4903.751465
	Iteration 115Q: 3 clusters Score -2372830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2372835.000000 Penalty: 4903.751465
	Iteration 116Q: 3 clusters Score -2372835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2372832.000000 Penalty: 4903.751465
	Iteration 117Q: 3 clusters Score -2372832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2372832.250000 Penalty: 4903.751465
	Iteration 118Q: 3 clusters Score -2372832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2372831.000000 Penalty: 4903.751465
	Iteration 119Q: 3 clusters Score -2372831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2372831.000000 Penalty: 4903.751465
	Iteration 120F: 3 clusters Score -2372831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Entering Unmasked Estep 
Score: -627829.937500 Penalty: 2122.467041
	Iteration 0F: 2 clusters Score -627829.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -623229.250000 Penalty: 4244.934082
	Iteration 0F: 3 clusters Score -623229.2 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -624327.562500 Penalty: 4244.934082
	Iteration 1F: 3 clusters Score -624327.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -624517.062500 Penalty: 4244.934082
	Iteration 2F: 3 clusters Score -624517.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -624653.562500 Penalty: 4244.934082
	Iteration 3Q: 3 clusters Score -624653.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -624755.750000 Penalty: 4244.934082
	Iteration 4Q: 3 clusters Score -624755.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -624864.312500 Penalty: 4244.934082
	Iteration 5Q: 3 clusters Score -624864.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -625011.187500 Penalty: 4244.934082
	Iteration 6Q: 3 clusters Score -625011.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -625208.562500 Penalty: 4244.934082
	Iteration 7Q: 3 clusters Score -625208.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -625449.250000 Penalty: 4244.934082
	Iteration 8F: 3 clusters Score -625449.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -625705.062500 Penalty: 4244.934082
	Iteration 9F: 3 clusters Score -625705.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -625939.875000 Penalty: 4244.934082
	Iteration 10Q: 3 clusters Score -625939.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -626113.250000 Penalty: 4244.934082
	Iteration 11Q: 3 clusters Score -626113.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -626210.062500 Penalty: 4244.934082
	Iteration 12Q: 3 clusters Score -626210.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -626268.500000 Penalty: 4244.934082
	Iteration 13Q: 3 clusters Score -626268.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -626298.000000 Penalty: 4244.934082
	Iteration 14Q: 3 clusters Score -626298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -626325.437500 Penalty: 4244.934082
	Iteration 15Q: 3 clusters Score -626325.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -626347.062500 Penalty: 4244.934082
	Iteration 16Q: 3 clusters Score -626347.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -626360.812500 Penalty: 4244.934082
	Iteration 17Q: 3 clusters Score -626360.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -626374.187500 Penalty: 4244.934082
	Iteration 18Q: 3 clusters Score -626374.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -626382.125000 Penalty: 4244.934082
	Iteration 19Q: 3 clusters Score -626382.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -626391.125000 Penalty: 4244.934082
	Iteration 20F: 3 clusters Score -626391.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -626399.187500 Penalty: 4244.934082
	Iteration 21Q: 3 clusters Score -626399.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -626411.875000 Penalty: 4244.934082
	Iteration 22Q: 3 clusters Score -626411.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -626419.125000 Penalty: 4244.934082
	Iteration 23Q: 3 clusters Score -626419.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -626425.500000 Penalty: 4244.934082
	Iteration 24Q: 3 clusters Score -626425.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -626431.312500 Penalty: 4244.934082
	Iteration 25Q: 3 clusters Score -626431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -626434.625000 Penalty: 4244.934082
	Iteration 26Q: 3 clusters Score -626434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -626438.375000 Penalty: 4244.934082
	Iteration 27Q: 3 clusters Score -626438.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -626443.375000 Penalty: 4244.934082
	Iteration 28Q: 3 clusters Score -626443.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -626444.062500 Penalty: 4244.934082
	Iteration 29Q: 3 clusters Score -626444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -626445.000000 Penalty: 4244.934082
	Iteration 30Q: 3 clusters Score -626445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -626445.000000 Penalty: 4244.934082
	Iteration 31F: 3 clusters Score -626445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -287224.531250 Penalty: 1929.203979
	Iteration 0F: 2 clusters Score -287224.5 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 1177 members 
Entering Unmasked Estep 
Score: -284319.375000 Penalty: 3858.407959
	Iteration 0F: 3 clusters Score -284319.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -284842.468750 Penalty: 3858.407959
	Iteration 1F: 3 clusters Score -284842.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284977.062500 Penalty: 3858.407959
	Iteration 2F: 3 clusters Score -284977.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -285058.468750 Penalty: 3858.407959
	Iteration 3Q: 3 clusters Score -285058.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -285110.031250 Penalty: 3858.407959
	Iteration 4Q: 3 clusters Score -285110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -285152.875000 Penalty: 3858.407959
	Iteration 5Q: 3 clusters Score -285152.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -285187.218750 Penalty: 3858.407959
	Iteration 6Q: 3 clusters Score -285187.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -285210.562500 Penalty: 3858.407959
	Iteration 7Q: 3 clusters Score -285210.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -285224.718750 Penalty: 3858.407959
	Iteration 8Q: 3 clusters Score -285224.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -285236.468750 Penalty: 3858.407959
	Iteration 9Q: 3 clusters Score -285236.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -285248.125000 Penalty: 3858.407959
	Iteration 10Q: 3 clusters Score -285248.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -285256.562500 Penalty: 3858.407959
	Iteration 11Q: 3 clusters Score -285256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -285260.375000 Penalty: 3858.407959
	Iteration 12Q: 3 clusters Score -285260.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -285265.437500 Penalty: 3858.407959
	Iteration 13Q: 3 clusters Score -285265.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -285272.125000 Penalty: 3858.407959
	Iteration 14Q: 3 clusters Score -285272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -285277.531250 Penalty: 3858.407959
	Iteration 15Q: 3 clusters Score -285277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -285280.718750 Penalty: 3858.407959
	Iteration 16Q: 3 clusters Score -285280.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -285282.750000 Penalty: 3858.407959
	Iteration 17Q: 3 clusters Score -285282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -285283.218750 Penalty: 3858.407959
	Iteration 18Q: 3 clusters Score -285283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -285286.375000 Penalty: 3858.407959
	Iteration 19Q: 3 clusters Score -285286.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -285288.000000 Penalty: 3858.407959
	Iteration 20F: 3 clusters Score -285288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Entering Unmasked Estep 
Score: -2699768.750000 Penalty: 2484.568604
	Iteration 0F: 2 clusters Score -2699769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2684016.250000 Penalty: 4969.137207
	Iteration 0F: 3 clusters Score -2684016 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2689456.750000 Penalty: 4969.137207
	Iteration 1F: 3 clusters Score -2689457 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2689877.750000 Penalty: 4969.137207
	Iteration 2F: 3 clusters Score -2689878 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2690244.500000 Penalty: 4969.137207
	Iteration 3Q: 3 clusters Score -2690244 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2690588.750000 Penalty: 4969.137207
	Iteration 4Q: 3 clusters Score -2690589 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2690928.000000 Penalty: 4969.137207
	Iteration 5Q: 3 clusters Score -2690928 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2691258.250000 Penalty: 4969.137207
	Iteration 6Q: 3 clusters Score -2691258 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2691585.500000 Penalty: 4969.137207
	Iteration 7Q: 3 clusters Score -2691586 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2691908.250000 Penalty: 4969.137207
	Iteration 8Q: 3 clusters Score -2691908 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2692290.750000 Penalty: 4969.137207
	Iteration 9Q: 3 clusters Score -2692291 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2692729.750000 Penalty: 4969.137207
	Iteration 10Q: 3 clusters Score -2692730 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2693223.000000 Penalty: 4969.137207
	Iteration 11Q: 3 clusters Score -2693223 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2693680.500000 Penalty: 4969.137207
	Iteration 12Q: 3 clusters Score -2693680 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2694105.500000 Penalty: 4969.137207
	Iteration 13Q: 3 clusters Score -2694106 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2694511.750000 Penalty: 4969.137207
	Iteration 14Q: 3 clusters Score -2694512 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2694850.250000 Penalty: 4969.137207
	Iteration 15Q: 3 clusters Score -2694850 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2695255.000000 Penalty: 4969.137207
	Iteration 16Q: 3 clusters Score -2695255 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2695634.750000 Penalty: 4969.137207
	Iteration 17Q: 3 clusters Score -2695635 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2695953.750000 Penalty: 4969.137207
	Iteration 18Q: 3 clusters Score -2695954 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2696280.250000 Penalty: 4969.137207
	Iteration 19Q: 3 clusters Score -2696280 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2696572.000000 Penalty: 4969.137207
	Iteration 20F: 3 clusters Score -2696572 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2696833.250000 Penalty: 4969.137207
	Iteration 21Q: 3 clusters Score -2696833 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2697041.750000 Penalty: 4969.137207
	Iteration 22Q: 3 clusters Score -2697042 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2697205.500000 Penalty: 4969.137207
	Iteration 23Q: 3 clusters Score -2697206 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2697334.500000 Penalty: 4969.137207
	Iteration 24Q: 3 clusters Score -2697334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2697444.750000 Penalty: 4969.137207
	Iteration 25Q: 3 clusters Score -2697445 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2697533.500000 Penalty: 4969.137207
	Iteration 26Q: 3 clusters Score -2697534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2697593.500000 Penalty: 4969.137207
	Iteration 27Q: 3 clusters Score -2697594 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2697650.250000 Penalty: 4969.137207
	Iteration 28Q: 3 clusters Score -2697650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2697693.250000 Penalty: 4969.137207
	Iteration 29Q: 3 clusters Score -2697693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2697729.750000 Penalty: 4969.137207
	Iteration 30Q: 3 clusters Score -2697730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2697744.000000 Penalty: 4969.137207
	Iteration 31Q: 3 clusters Score -2697744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2697747.500000 Penalty: 4969.137207
	Iteration 32Q: 3 clusters Score -2697748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2697757.250000 Penalty: 4969.137207
	Iteration 33Q: 3 clusters Score -2697757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2697770.000000 Penalty: 4969.137207
	Iteration 34Q: 3 clusters Score -2697770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2697774.250000 Penalty: 4969.137207
	Iteration 35Q: 3 clusters Score -2697774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2697773.500000 Penalty: 4969.137207
	Iteration 36Q: 3 clusters Score -2697774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2697780.750000 Penalty: 4969.137207
	Iteration 37Q: 3 clusters Score -2697781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2697782.750000 Penalty: 4969.137207
	Iteration 38Q: 3 clusters Score -2697783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2697780.250000 Penalty: 4969.137207
	Iteration 39Q: 3 clusters Score -2697780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2697780.000000 Penalty: 4969.137207
	Iteration 40F: 3 clusters Score -2697780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2697783.000000 Penalty: 4969.137207
	Iteration 41Q: 3 clusters Score -2697783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2697781.250000 Penalty: 4969.137207
	Iteration 42Q: 3 clusters Score -2697781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2697781.250000 Penalty: 4969.137207
	Iteration 43F: 3 clusters Score -2697781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13167 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3392 members 
Mstep: Class 5 contains 6787 members 
Mstep: Class 6 contains 15414 members 
Mstep: Class 7 contains 6383 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 10271 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18335 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 10059 members 
Mstep: Class 17 contains 38342 members 
Mstep: Class 18 contains 6454 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 13674 members 
Mstep: Class 21 contains 7518 members 
Mstep: Class 22 contains 9407 members 
Mstep: Class 23 contains 11392 members 
Mstep: Class 24 contains 9198 members 
Mstep: Class 25 contains 18086 members 
Mstep: Class 26 contains 2725 members 
Mstep: Class 27 contains 19665 members 
Mstep: Class 28 contains 5210 members 
Mstep: Class 29 contains 2390 members 
Mstep: Class 30 contains 22436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714956.000000 Penalty: 94338.273438
Iteration 119Q: 31 clusters Score -3.571496e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13171 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 15414 members 
Mstep: Class 7 contains 6383 members 
Mstep: Class 8 contains 5818 members 
Mstep: Class 9 contains 15485 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 10284 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18328 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 10061 members 
Mstep: Class 17 contains 38342 members 
Mstep: Class 18 contains 6457 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 7520 members 
Mstep: Class 22 contains 9407 members 
Mstep: Class 23 contains 11416 members 
Mstep: Class 24 contains 9190 members 
Mstep: Class 25 contains 18081 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19663 members 
Mstep: Class 28 contains 5210 members 
Mstep: Class 29 contains 2389 members 
Mstep: Class 30 contains 22412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714936.000000 Penalty: 94338.273438
Iteration 120F: 31 clusters Score -3.571494e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13176 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6791 members 
Mstep: Class 6 contains 15416 members 
Mstep: Class 7 contains 6382 members 
Mstep: Class 8 contains 5814 members 
Mstep: Class 9 contains 15483 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 10294 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18322 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 10063 members 
Mstep: Class 17 contains 38343 members 
Mstep: Class 18 contains 6459 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 7520 members 
Mstep: Class 22 contains 9406 members 
Mstep: Class 23 contains 11446 members 
Mstep: Class 24 contains 9183 members 
Mstep: Class 25 contains 18070 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19661 members 
Mstep: Class 28 contains 5212 members 
Mstep: Class 29 contains 2388 members 
Mstep: Class 30 contains 22387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714940.000000 Penalty: 94338.273438
Iteration 121Q: 31 clusters Score -3.571494e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13178 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6792 members 
Mstep: Class 6 contains 15420 members 
Mstep: Class 7 contains 6380 members 
Mstep: Class 8 contains 5809 members 
Mstep: Class 9 contains 15482 members 
Mstep: Class 10 contains 4804 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18315 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 10065 members 
Mstep: Class 17 contains 38351 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 7520 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11475 members 
Mstep: Class 24 contains 9178 members 
Mstep: Class 25 contains 18061 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19657 members 
Mstep: Class 28 contains 5213 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714916.000000 Penalty: 94338.273438
Iteration 122Q: 31 clusters Score -3.571492e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13178 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 15423 members 
Mstep: Class 7 contains 6379 members 
Mstep: Class 8 contains 5804 members 
Mstep: Class 9 contains 15483 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18309 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 10065 members 
Mstep: Class 17 contains 38350 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 4132 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 7520 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11492 members 
Mstep: Class 24 contains 9172 members 
Mstep: Class 25 contains 18058 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19654 members 
Mstep: Class 28 contains 5214 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714952.000000 Penalty: 94338.273438
Iteration 123Q: 31 clusters Score -3.571495e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13184 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 15424 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 15484 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 10320 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18304 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 10067 members 
Mstep: Class 17 contains 38354 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 7521 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 11505 members 
Mstep: Class 24 contains 9163 members 
Mstep: Class 25 contains 18052 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19650 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714976.000000 Penalty: 94338.273438
Iteration 124Q: 31 clusters Score -3.571498e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13187 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 15426 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 5797 members 
Mstep: Class 9 contains 15484 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 10323 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18300 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 10067 members 
Mstep: Class 17 contains 38360 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 7522 members 
Mstep: Class 22 contains 9397 members 
Mstep: Class 23 contains 11511 members 
Mstep: Class 24 contains 9158 members 
Mstep: Class 25 contains 18042 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19650 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714952.000000 Penalty: 94338.273438
Iteration 125Q: 31 clusters Score -3.571495e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13190 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6791 members 
Mstep: Class 6 contains 15429 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 5794 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 4805 members 
Mstep: Class 11 contains 10325 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18297 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 10073 members 
Mstep: Class 17 contains 38363 members 
Mstep: Class 18 contains 6461 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13676 members 
Mstep: Class 21 contains 7521 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 11516 members 
Mstep: Class 24 contains 9153 members 
Mstep: Class 25 contains 18034 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19648 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714940.000000 Penalty: 94338.273438
Iteration 126Q: 31 clusters Score -3.571494e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13197 members 
Mstep: Class 3 contains 11494 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 15430 members 
Mstep: Class 7 contains 6377 members 
Mstep: Class 8 contains 5793 members 
Mstep: Class 9 contains 15486 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 10330 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18294 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 10068 members 
Mstep: Class 17 contains 38368 members 
Mstep: Class 18 contains 6462 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13677 members 
Mstep: Class 21 contains 7521 members 
Mstep: Class 22 contains 9394 members 
Mstep: Class 23 contains 11521 members 
Mstep: Class 24 contains 9150 members 
Mstep: Class 25 contains 18026 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19646 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714908.000000 Penalty: 94338.273438
Iteration 127Q: 31 clusters Score -3.571491e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13200 members 
Mstep: Class 3 contains 11493 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 15488 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 10334 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18291 members 
Mstep: Class 15 contains 7478 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 38372 members 
Mstep: Class 18 contains 6463 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13679 members 
Mstep: Class 21 contains 7521 members 
Mstep: Class 22 contains 9393 members 
Mstep: Class 23 contains 11523 members 
Mstep: Class 24 contains 9141 members 
Mstep: Class 25 contains 18021 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19644 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714964.000000 Penalty: 94338.273438
Iteration 128Q: 31 clusters Score -3.571496e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13203 members 
Mstep: Class 3 contains 11492 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 5793 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 10338 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18289 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 10070 members 
Mstep: Class 17 contains 38378 members 
Mstep: Class 18 contains 6464 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13679 members 
Mstep: Class 21 contains 7523 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 11524 members 
Mstep: Class 24 contains 9133 members 
Mstep: Class 25 contains 18011 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19644 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714964.000000 Penalty: 94338.273438
Iteration 129Q: 31 clusters Score -3.571496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13205 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 3393 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 5792 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 10340 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3677 members 
Mstep: Class 14 contains 18288 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 10070 members 
Mstep: Class 17 contains 38384 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7521 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 11526 members 
Mstep: Class 24 contains 9129 members 
Mstep: Class 25 contains 18001 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19645 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714936.000000 Penalty: 94338.273438
Iteration 130Q: 31 clusters Score -3.571494e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13206 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 3394 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 5791 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 10340 members 
Mstep: Class 12 contains 15166 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 18288 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 38389 members 
Mstep: Class 18 contains 6468 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7520 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 11530 members 
Mstep: Class 24 contains 9126 members 
Mstep: Class 25 contains 17997 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19645 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714956.000000 Penalty: 94338.273438
Iteration 131Q: 31 clusters Score -3.571496e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 3395 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 10343 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 18286 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 38391 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7518 members 
Mstep: Class 22 contains 9392 members 
Mstep: Class 23 contains 11537 members 
Mstep: Class 24 contains 9123 members 
Mstep: Class 25 contains 17993 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19645 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714896.000000 Penalty: 94338.273438
Iteration 132Q: 31 clusters Score -3.57149e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13213 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 3395 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5790 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4806 members 
Mstep: Class 11 contains 10346 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7478 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 38388 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7517 members 
Mstep: Class 22 contains 9391 members 
Mstep: Class 23 contains 11542 members 
Mstep: Class 24 contains 9118 members 
Mstep: Class 25 contains 17988 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19644 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714844.000000 Penalty: 94338.273438
Iteration 133Q: 31 clusters Score -3.571484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13215 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 3396 members 
Mstep: Class 5 contains 6791 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4807 members 
Mstep: Class 11 contains 10346 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3681 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7478 members 
Mstep: Class 16 contains 10077 members 
Mstep: Class 17 contains 38383 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7514 members 
Mstep: Class 22 contains 9394 members 
Mstep: Class 23 contains 11549 members 
Mstep: Class 24 contains 9112 members 
Mstep: Class 25 contains 17983 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19643 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2387 members 
Mstep: Class 30 contains 22358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714896.000000 Penalty: 94338.273438
Iteration 134Q: 31 clusters Score -3.57149e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13216 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 3397 members 
Mstep: Class 5 contains 6787 members 
Mstep: Class 6 contains 15431 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5785 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 4808 members 
Mstep: Class 11 contains 10351 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 18283 members 
Mstep: Class 15 contains 7478 members 
Mstep: Class 16 contains 10079 members 
Mstep: Class 17 contains 38391 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7510 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 11553 members 
Mstep: Class 24 contains 9102 members 
Mstep: Class 25 contains 17982 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19643 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2386 members 
Mstep: Class 30 contains 22357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714856.000000 Penalty: 94338.273438
Iteration 135Q: 31 clusters Score -3.571486e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 15432 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5784 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10354 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 18283 members 
Mstep: Class 15 contains 7478 members 
Mstep: Class 16 contains 10088 members 
Mstep: Class 17 contains 38393 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7505 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 11559 members 
Mstep: Class 24 contains 9090 members 
Mstep: Class 25 contains 17982 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19642 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2386 members 
Mstep: Class 30 contains 22356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714868.000000 Penalty: 94338.273438
Iteration 136Q: 31 clusters Score -3.571487e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 3398 members 
Mstep: Class 5 contains 6784 members 
Mstep: Class 6 contains 15433 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5785 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10355 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 18283 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10092 members 
Mstep: Class 17 contains 38393 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7503 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 11562 members 
Mstep: Class 24 contains 9084 members 
Mstep: Class 25 contains 17980 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19642 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2386 members 
Mstep: Class 30 contains 22355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714900.000000 Penalty: 94338.273438
Iteration 137Q: 31 clusters Score -3.57149e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 3399 members 
Mstep: Class 5 contains 6785 members 
Mstep: Class 6 contains 15433 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5785 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10357 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3687 members 
Mstep: Class 14 contains 18283 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10098 members 
Mstep: Class 17 contains 38390 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7498 members 
Mstep: Class 22 contains 9394 members 
Mstep: Class 23 contains 11565 members 
Mstep: Class 24 contains 9082 members 
Mstep: Class 25 contains 17974 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19642 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2386 members 
Mstep: Class 30 contains 22355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714872.000000 Penalty: 94338.273438
Iteration 138Q: 31 clusters Score -3.571487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13222 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 4 contains 3401 members 
Mstep: Class 5 contains 6787 members 
Mstep: Class 6 contains 15433 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10359 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 14 contains 18283 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10095 members 
Mstep: Class 17 contains 38391 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13680 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 11568 members 
Mstep: Class 24 contains 9079 members 
Mstep: Class 25 contains 17967 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19643 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2386 members 
Mstep: Class 30 contains 22350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714904.000000 Penalty: 94338.273438
Iteration 139Q: 31 clusters Score -3.57149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13224 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 6786 members 
Mstep: Class 6 contains 15433 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10359 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18283 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10092 members 
Mstep: Class 17 contains 38396 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 11573 members 
Mstep: Class 24 contains 9078 members 
Mstep: Class 25 contains 17961 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19643 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2386 members 
Mstep: Class 30 contains 22344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714912.000000 Penalty: 94338.273438
Iteration 140F: 31 clusters Score -3.571491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11489 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 15433 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18283 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38396 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9395 members 
Mstep: Class 23 contains 11577 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17963 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19643 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2385 members 
Mstep: Class 30 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714916.000000 Penalty: 94338.273438
Iteration 141Q: 31 clusters Score -3.571492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3404 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 15433 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18285 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38397 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9396 members 
Mstep: Class 23 contains 11582 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17962 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19642 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2384 members 
Mstep: Class 30 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714932.000000 Penalty: 94338.273438
Iteration 142Q: 31 clusters Score -3.571493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18285 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38398 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9397 members 
Mstep: Class 23 contains 11583 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17959 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19641 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714952.000000 Penalty: 94338.273438
Iteration 143Q: 31 clusters Score -3.571495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38399 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9398 members 
Mstep: Class 23 contains 11584 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17957 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19640 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714956.000000 Penalty: 94338.273438
Iteration 144Q: 31 clusters Score -3.571496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38403 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13681 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 11588 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17955 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19637 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714972.000000 Penalty: 94338.273438
Iteration 145Q: 31 clusters Score -3.571497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38404 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 11591 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17953 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19637 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714964.000000 Penalty: 94338.273438
Iteration 146Q: 31 clusters Score -3.571496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 6784 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10360 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38403 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 11596 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17947 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19637 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714984.000000 Penalty: 94338.273438
Iteration 147Q: 31 clusters Score -3.571498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6784 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10361 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38403 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 11603 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17944 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19637 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714996.000000 Penalty: 94338.273438
Iteration 148Q: 31 clusters Score -3.5715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38401 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 11615 members 
Mstep: Class 24 contains 9072 members 
Mstep: Class 25 contains 17941 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19637 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715020.000000 Penalty: 94338.273438
Iteration 149Q: 31 clusters Score -3.571502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38402 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 11623 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17940 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19637 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715016.000000 Penalty: 94338.273438
Iteration 150Q: 31 clusters Score -3.571502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 15434 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38405 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9398 members 
Mstep: Class 23 contains 11633 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17938 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19636 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715028.000000 Penalty: 94338.273438
Iteration 151Q: 31 clusters Score -3.571503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 15435 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38405 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9398 members 
Mstep: Class 23 contains 11639 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17935 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19635 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715040.000000 Penalty: 94338.273438
Iteration 152Q: 31 clusters Score -3.571504e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 15436 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38408 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9399 members 
Mstep: Class 23 contains 11645 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17932 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19632 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715044.000000 Penalty: 94338.273438
Iteration 153Q: 31 clusters Score -3.571504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6781 members 
Mstep: Class 6 contains 15436 members 
Mstep: Class 7 contains 6370 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38410 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11652 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17929 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19630 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715068.000000 Penalty: 94338.273438
Iteration 154Q: 31 clusters Score -3.571507e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6781 members 
Mstep: Class 6 contains 15436 members 
Mstep: Class 7 contains 6370 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10362 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38412 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11657 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17924 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19627 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715068.000000 Penalty: 94338.273438
Iteration 155Q: 31 clusters Score -3.571507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 15436 members 
Mstep: Class 7 contains 6370 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38414 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11664 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17922 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19626 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715036.000000 Penalty: 94338.273438
Iteration 156Q: 31 clusters Score -3.571504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 15437 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38415 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11669 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17920 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19625 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715028.000000 Penalty: 94338.273438
Iteration 157Q: 31 clusters Score -3.571503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 11488 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15437 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38416 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11676 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17919 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19625 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715016.000000 Penalty: 94338.273438
Iteration 158Q: 31 clusters Score -3.571502e+07 nChanged 5
Entering ConstructFrom: 
Score: -35715016.000000 Penalty: 94338.273438
Entering ConstructFrom: 
Trying to split cluster 1 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -306427.812500 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -306427.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -303289.843750 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -303289.8 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -304038.218750 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -304038.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -304195.468750 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -304195.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -304297.500000 Penalty: 3940.819580
	Iteration 3Q: 3 clusters Score -304297.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -304389.718750 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -304389.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -304484.625000 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -304484.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -304588.125000 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -304588.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -304701.312500 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -304701.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -304844.593750 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -304844.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -304995.343750 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -304995.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -305157.250000 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -305157.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -305298.093750 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -305298.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -305379.125000 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -305379.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -305436.875000 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -305436.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -305480.125000 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -305480.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -305503.062500 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -305503.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -305529.000000 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -305529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -305538.187500 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -305538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -305545.281250 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -305545.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -305551.406250 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -305551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -305552.687500 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -305552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -305552.656250 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -305552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -305553.250000 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -305553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -305555.593750 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -305555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -305556.656250 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -305556.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -305557.781250 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -305557.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -305559.062500 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -305559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -305560.218750 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -305560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -305561.156250 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -305561.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -305562.125000 Penalty: 3940.819580
	Iteration 29Q: 3 clusters Score -305562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -305562.687500 Penalty: 3940.819580
	Iteration 30Q: 3 clusters Score -305562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -305562.906250 Penalty: 3940.819580
	Iteration 31Q: 3 clusters Score -305562.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -305562.906250 Penalty: 3940.819580
	Iteration 32F: 3 clusters Score -305562.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Entering Unmasked Estep 
Score: -1255190.375000 Penalty: 2353.486328
	Iteration 0F: 2 clusters Score -1255190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1245423.125000 Penalty: 4706.972656
	Iteration 0F: 3 clusters Score -1245423 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1248615.375000 Penalty: 4706.972656
	Iteration 1F: 3 clusters Score -1248615 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1249067.500000 Penalty: 4706.972656
	Iteration 2F: 3 clusters Score -1249068 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1249475.875000 Penalty: 4706.972656
	Iteration 3F: 3 clusters Score -1249476 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1249888.000000 Penalty: 4706.972656
	Iteration 4F: 3 clusters Score -1249888 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1250283.375000 Penalty: 4706.972656
	Iteration 5F: 3 clusters Score -1250283 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1250677.875000 Penalty: 4706.972656
	Iteration 6Q: 3 clusters Score -1250678 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1251101.125000 Penalty: 4706.972656
	Iteration 7Q: 3 clusters Score -1251101 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1251518.375000 Penalty: 4706.972656
	Iteration 8Q: 3 clusters Score -1251518 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1251893.500000 Penalty: 4706.972656
	Iteration 9Q: 3 clusters Score -1251894 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1252223.750000 Penalty: 4706.972656
	Iteration 10Q: 3 clusters Score -1252224 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1252482.125000 Penalty: 4706.972656
	Iteration 11Q: 3 clusters Score -1252482 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1252661.875000 Penalty: 4706.972656
	Iteration 12Q: 3 clusters Score -1252662 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1252786.875000 Penalty: 4706.972656
	Iteration 13Q: 3 clusters Score -1252787 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1252855.625000 Penalty: 4706.972656
	Iteration 14Q: 3 clusters Score -1252856 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1252903.625000 Penalty: 4706.972656
	Iteration 15Q: 3 clusters Score -1252904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1252945.250000 Penalty: 4706.972656
	Iteration 16Q: 3 clusters Score -1252945 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1252985.125000 Penalty: 4706.972656
	Iteration 17Q: 3 clusters Score -1252985 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1253019.250000 Penalty: 4706.972656
	Iteration 18Q: 3 clusters Score -1253019 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1253051.500000 Penalty: 4706.972656
	Iteration 19Q: 3 clusters Score -1253052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1253077.250000 Penalty: 4706.972656
	Iteration 20F: 3 clusters Score -1253077 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1253106.375000 Penalty: 4706.972656
	Iteration 21Q: 3 clusters Score -1253106 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1253131.000000 Penalty: 4706.972656
	Iteration 22Q: 3 clusters Score -1253131 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1253146.125000 Penalty: 4706.972656
	Iteration 23Q: 3 clusters Score -1253146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1253162.125000 Penalty: 4706.972656
	Iteration 24Q: 3 clusters Score -1253162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1253179.125000 Penalty: 4706.972656
	Iteration 25Q: 3 clusters Score -1253179 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1253203.375000 Penalty: 4706.972656
	Iteration 26Q: 3 clusters Score -1253203 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1253226.500000 Penalty: 4706.972656
	Iteration 27Q: 3 clusters Score -1253226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1253246.500000 Penalty: 4706.972656
	Iteration 28Q: 3 clusters Score -1253246 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1253269.500000 Penalty: 4706.972656
	Iteration 29Q: 3 clusters Score -1253270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1253298.375000 Penalty: 4706.972656
	Iteration 30Q: 3 clusters Score -1253298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1253338.375000 Penalty: 4706.972656
	Iteration 31Q: 3 clusters Score -1253338 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1253399.375000 Penalty: 4706.972656
	Iteration 32Q: 3 clusters Score -1253399 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1253479.625000 Penalty: 4706.972656
	Iteration 33Q: 3 clusters Score -1253480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1253545.750000 Penalty: 4706.972656
	Iteration 34Q: 3 clusters Score -1253546 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1253588.250000 Penalty: 4706.972656
	Iteration 35Q: 3 clusters Score -1253588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1253620.125000 Penalty: 4706.972656
	Iteration 36Q: 3 clusters Score -1253620 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1253648.875000 Penalty: 4706.972656
	Iteration 37Q: 3 clusters Score -1253649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1253661.625000 Penalty: 4706.972656
	Iteration 38Q: 3 clusters Score -1253662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1253675.125000 Penalty: 4706.972656
	Iteration 39Q: 3 clusters Score -1253675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1253678.750000 Penalty: 4706.972656
	Iteration 40F: 3 clusters Score -1253679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1253689.500000 Penalty: 4706.972656
	Iteration 41Q: 3 clusters Score -1253690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1253697.750000 Penalty: 4706.972656
	Iteration 42Q: 3 clusters Score -1253698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1253708.875000 Penalty: 4706.972656
	Iteration 43Q: 3 clusters Score -1253709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1253713.000000 Penalty: 4706.972656
	Iteration 44Q: 3 clusters Score -1253713 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1253721.625000 Penalty: 4706.972656
	Iteration 45Q: 3 clusters Score -1253722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1253731.250000 Penalty: 4706.972656
	Iteration 46Q: 3 clusters Score -1253731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1253733.125000 Penalty: 4706.972656
	Iteration 47Q: 3 clusters Score -1253733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1253739.375000 Penalty: 4706.972656
	Iteration 48Q: 3 clusters Score -1253739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1253740.250000 Penalty: 4706.972656
	Iteration 49Q: 3 clusters Score -1253740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1253741.750000 Penalty: 4706.972656
	Iteration 50Q: 3 clusters Score -1253742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1253746.500000 Penalty: 4706.972656
	Iteration 51Q: 3 clusters Score -1253746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1253747.875000 Penalty: 4706.972656
	Iteration 52Q: 3 clusters Score -1253748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1253745.750000 Penalty: 4706.972656
	Iteration 53Q: 3 clusters Score -1253746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1253757.750000 Penalty: 4706.972656
	Iteration 54Q: 3 clusters Score -1253758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1253757.500000 Penalty: 4706.972656
	Iteration 55Q: 3 clusters Score -1253758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1253758.750000 Penalty: 4706.972656
	Iteration 56Q: 3 clusters Score -1253759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1253756.000000 Penalty: 4706.972656
	Iteration 57Q: 3 clusters Score -1253756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1253764.000000 Penalty: 4706.972656
	Iteration 58Q: 3 clusters Score -1253764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1253767.250000 Penalty: 4706.972656
	Iteration 59Q: 3 clusters Score -1253767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1253772.875000 Penalty: 4706.972656
	Iteration 60F: 3 clusters Score -1253773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1253777.250000 Penalty: 4706.972656
	Iteration 61Q: 3 clusters Score -1253777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1253777.750000 Penalty: 4706.972656
	Iteration 62Q: 3 clusters Score -1253778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1253779.375000 Penalty: 4706.972656
	Iteration 63Q: 3 clusters Score -1253779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1253779.250000 Penalty: 4706.972656
	Iteration 64Q: 3 clusters Score -1253779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1253780.500000 Penalty: 4706.972656
	Iteration 65Q: 3 clusters Score -1253780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1253783.875000 Penalty: 4706.972656
	Iteration 66Q: 3 clusters Score -1253784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1253784.625000 Penalty: 4706.972656
	Iteration 67Q: 3 clusters Score -1253785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1253786.500000 Penalty: 4706.972656
	Iteration 68Q: 3 clusters Score -1253786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1253787.500000 Penalty: 4706.972656
	Iteration 69Q: 3 clusters Score -1253788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1253786.125000 Penalty: 4706.972656
	Iteration 70Q: 3 clusters Score -1253786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1253791.500000 Penalty: 4706.972656
	Iteration 71Q: 3 clusters Score -1253792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1253791.250000 Penalty: 4706.972656
	Iteration 72Q: 3 clusters Score -1253791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1253796.250000 Penalty: 4706.972656
	Iteration 73Q: 3 clusters Score -1253796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1253791.625000 Penalty: 4706.972656
	Iteration 74Q: 3 clusters Score -1253792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1253794.250000 Penalty: 4706.972656
	Iteration 75Q: 3 clusters Score -1253794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1253794.625000 Penalty: 4706.972656
	Iteration 76Q: 3 clusters Score -1253795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1253796.000000 Penalty: 4706.972656
	Iteration 77Q: 3 clusters Score -1253796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1253794.875000 Penalty: 4706.972656
	Iteration 78Q: 3 clusters Score -1253795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1253797.750000 Penalty: 4706.972656
	Iteration 79Q: 3 clusters Score -1253798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1253798.375000 Penalty: 4706.972656
	Iteration 80F: 3 clusters Score -1253798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1253798.500000 Penalty: 4706.972656
	Iteration 81Q: 3 clusters Score -1253798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1253799.375000 Penalty: 4706.972656
	Iteration 82Q: 3 clusters Score -1253799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1253803.250000 Penalty: 4706.972656
	Iteration 83Q: 3 clusters Score -1253803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1253801.875000 Penalty: 4706.972656
	Iteration 84Q: 3 clusters Score -1253802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1253800.375000 Penalty: 4706.972656
	Iteration 85Q: 3 clusters Score -1253800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1253802.125000 Penalty: 4706.972656
	Iteration 86Q: 3 clusters Score -1253802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1253805.250000 Penalty: 4706.972656
	Iteration 87Q: 3 clusters Score -1253805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1253800.375000 Penalty: 4706.972656
	Iteration 88Q: 3 clusters Score -1253800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1253805.500000 Penalty: 4706.972656
	Iteration 89Q: 3 clusters Score -1253806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1253805.000000 Penalty: 4706.972656
	Iteration 90Q: 3 clusters Score -1253805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1253805.250000 Penalty: 4706.972656
	Iteration 91Q: 3 clusters Score -1253805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1253805.750000 Penalty: 4706.972656
	Iteration 92Q: 3 clusters Score -1253806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1253805.000000 Penalty: 4706.972656
	Iteration 93Q: 3 clusters Score -1253805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1253805.125000 Penalty: 4706.972656
	Iteration 94Q: 3 clusters Score -1253805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1253806.250000 Penalty: 4706.972656
	Iteration 95Q: 3 clusters Score -1253806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1253803.750000 Penalty: 4706.972656
	Iteration 96Q: 3 clusters Score -1253804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1253806.000000 Penalty: 4706.972656
	Iteration 97Q: 3 clusters Score -1253806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1253806.625000 Penalty: 4706.972656
	Iteration 98Q: 3 clusters Score -1253807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1253806.500000 Penalty: 4706.972656
	Iteration 99Q: 3 clusters Score -1253806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1253808.250000 Penalty: 4706.972656
	Iteration 100F: 3 clusters Score -1253808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1253804.000000 Penalty: 4706.972656
	Iteration 101Q: 3 clusters Score -1253804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1253809.125000 Penalty: 4706.972656
	Iteration 102Q: 3 clusters Score -1253809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1253807.000000 Penalty: 4706.972656
	Iteration 103Q: 3 clusters Score -1253807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1253803.875000 Penalty: 4706.972656
	Iteration 104Q: 3 clusters Score -1253804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1253808.000000 Penalty: 4706.972656
	Iteration 105Q: 3 clusters Score -1253808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1253811.125000 Penalty: 4706.972656
	Iteration 106Q: 3 clusters Score -1253811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1253815.375000 Penalty: 4706.972656
	Iteration 107Q: 3 clusters Score -1253815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1253816.375000 Penalty: 4706.972656
	Iteration 108Q: 3 clusters Score -1253816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1253814.625000 Penalty: 4706.972656
	Iteration 109Q: 3 clusters Score -1253815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1253813.375000 Penalty: 4706.972656
	Iteration 110Q: 3 clusters Score -1253813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1253813.000000 Penalty: 4706.972656
	Iteration 111Q: 3 clusters Score -1253813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1253812.875000 Penalty: 4706.972656
	Iteration 112Q: 3 clusters Score -1253813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1253812.875000 Penalty: 4706.972656
	Iteration 113Q: 3 clusters Score -1253813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1253816.875000 Penalty: 4706.972656
	Iteration 114Q: 3 clusters Score -1253817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1253816.625000 Penalty: 4706.972656
	Iteration 115Q: 3 clusters Score -1253817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1253815.875000 Penalty: 4706.972656
	Iteration 116Q: 3 clusters Score -1253816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1253816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1253816.375000 Penalty: 4706.972656
	Iteration 118F: 3 clusters Score -1253816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11488 members 
Entering Unmasked Estep 
Score: -1378158.500000 Penalty: 2318.566406
	Iteration 0F: 2 clusters Score -1378158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1369564.875000 Penalty: 4637.132812
	Iteration 0F: 3 clusters Score -1369565 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1372232.875000 Penalty: 4637.132812
	Iteration 1F: 3 clusters Score -1372233 nChanged 798
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1372674 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1373104 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1373473.000000 Penalty: 4637.132812
	Iteration 4F: 3 clusters Score -1373473 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1373821.875000 Penalty: 4637.132812
	Iteration 5F: 3 clusters Score -1373822 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1374229.250000 Penalty: 4637.132812
	Iteration 6F: 3 clusters Score -1374229 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1374648.250000 Penalty: 4637.132812
	Iteration 7Q: 3 clusters Score -1374648 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1375217.500000 Penalty: 4637.132812
	Iteration 8F: 3 clusters Score -1375218 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1375950.125000 Penalty: 4637.132812
	Iteration 9F: 3 clusters Score -1375950 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1376814.000000 Penalty: 4637.132812
	Iteration 10F: 3 clusters Score -1376814 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1377797.625000 Penalty: 4637.132812
	Iteration 11F: 3 clusters Score -1377798 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1378463.250000 Penalty: 4637.132812
	Iteration 12Q: 3 clusters Score -1378463 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1378695.375000 Penalty: 4637.132812
	Iteration 13Q: 3 clusters Score -1378695 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1378798.875000 Penalty: 4637.132812
	Iteration 14Q: 3 clusters Score -1378799 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1378859.375000 Penalty: 4637.132812
	Iteration 15Q: 3 clusters Score -1378859 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1378897.875000 Penalty: 4637.132812
	Iteration 16Q: 3 clusters Score -1378898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1378931.625000 Penalty: 4637.132812
	Iteration 17Q: 3 clusters Score -1378932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1378953.875000 Penalty: 4637.132812
	Iteration 18Q: 3 clusters Score -1378954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1378969.625000 Penalty: 4637.132812
	Iteration 19Q: 3 clusters Score -1378970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1378982.500000 Penalty: 4637.132812
	Iteration 20F: 3 clusters Score -1378982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1378990.250000 Penalty: 4637.132812
	Iteration 21Q: 3 clusters Score -1378990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1378999.125000 Penalty: 4637.132812
	Iteration 22Q: 3 clusters Score -1378999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1379001.375000 Penalty: 4637.132812
	Iteration 23Q: 3 clusters Score -1379001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1379000.125000 Penalty: 4637.132812
	Iteration 24Q: 3 clusters Score -1379000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1379007.625000 Penalty: 4637.132812
	Iteration 25Q: 3 clusters Score -1379008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1379007.875000 Penalty: 4637.132812
	Iteration 26Q: 3 clusters Score -1379008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1379010.750000 Penalty: 4637.132812
	Iteration 27Q: 3 clusters Score -1379011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1379012.500000 Penalty: 4637.132812
	Iteration 28Q: 3 clusters Score -1379012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1379010.375000 Penalty: 4637.132812
	Iteration 29Q: 3 clusters Score -1379010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1379010.375000 Penalty: 4637.132812
	Iteration 30F: 3 clusters Score -1379010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15437 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38415 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11676 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17918 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19625 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22289 members 
Mstep: Class 31 contains 4501 members 
Entering Unmasked Estep 
Score: -35715056.000000 Penalty: 97482.882812
Splitting cluster 3 changes total score from -35715016.000000 to -35715056.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 4 (3406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Entering Unmasked Estep 
Score: -399201.968750 Penalty: 2017.056885
	Iteration 0F: 2 clusters Score -399202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -395719.843750 Penalty: 4034.113770
	Iteration 0F: 3 clusters Score -395719.8 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -396583.156250 Penalty: 4034.113770
	Iteration 1F: 3 clusters Score -396583.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -396826.250000 Penalty: 4034.113770
	Iteration 2F: 3 clusters Score -396826.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -397001.312500 Penalty: 4034.113770
	Iteration 3F: 3 clusters Score -397001.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -397135.531250 Penalty: 4034.113770
	Iteration 4Q: 3 clusters Score -397135.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -397255.781250 Penalty: 4034.113770
	Iteration 5Q: 3 clusters Score -397255.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -397351.125000 Penalty: 4034.113770
	Iteration 6Q: 3 clusters Score -397351.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -397449.375000 Penalty: 4034.113770
	Iteration 7Q: 3 clusters Score -397449.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -397532.656250 Penalty: 4034.113770
	Iteration 8Q: 3 clusters Score -397532.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -397597.218750 Penalty: 4034.113770
	Iteration 9Q: 3 clusters Score -397597.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -397658.000000 Penalty: 4034.113770
	Iteration 10Q: 3 clusters Score -397658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -397707.125000 Penalty: 4034.113770
	Iteration 11Q: 3 clusters Score -397707.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -397769.218750 Penalty: 4034.113770
	Iteration 12Q: 3 clusters Score -397769.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -397853.656250 Penalty: 4034.113770
	Iteration 13Q: 3 clusters Score -397853.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -397946.406250 Penalty: 4034.113770
	Iteration 14Q: 3 clusters Score -397946.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -398047.562500 Penalty: 4034.113770
	Iteration 15Q: 3 clusters Score -398047.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -398165.281250 Penalty: 4034.113770
	Iteration 16Q: 3 clusters Score -398165.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -398320.593750 Penalty: 4034.113770
	Iteration 17Q: 3 clusters Score -398320.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -398453.281250 Penalty: 4034.113770
	Iteration 18Q: 3 clusters Score -398453.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -398545.250000 Penalty: 4034.113770
	Iteration 19Q: 3 clusters Score -398545.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -398589.875000 Penalty: 4034.113770
	Iteration 20F: 3 clusters Score -398589.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -398610.031250 Penalty: 4034.113770
	Iteration 21Q: 3 clusters Score -398610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -398618.187500 Penalty: 4034.113770
	Iteration 22Q: 3 clusters Score -398618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -398630.218750 Penalty: 4034.113770
	Iteration 23Q: 3 clusters Score -398630.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -398633.343750 Penalty: 4034.113770
	Iteration 24Q: 3 clusters Score -398633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -398634.718750 Penalty: 4034.113770
	Iteration 25Q: 3 clusters Score -398634.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -398635.375000 Penalty: 4034.113770
	Iteration 26Q: 3 clusters Score -398635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -398635.375000 Penalty: 4034.113770
	Iteration 27F: 3 clusters Score -398635.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Entering Unmasked Estep 
Score: -813018.062500 Penalty: 2187.460205
	Iteration 0F: 2 clusters Score -813018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -807465.125000 Penalty: 4374.920410
	Iteration 0F: 3 clusters Score -807465.1 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -808927.687500 Penalty: 4374.920410
	Iteration 1F: 3 clusters Score -808927.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -809159.250000 Penalty: 4374.920410
	Iteration 2F: 3 clusters Score -809159.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -809326.625000 Penalty: 4374.920410
	Iteration 3Q: 3 clusters Score -809326.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -809457.500000 Penalty: 4374.920410
	Iteration 4Q: 3 clusters Score -809457.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -809559.687500 Penalty: 4374.920410
	Iteration 5Q: 3 clusters Score -809559.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -809657.375000 Penalty: 4374.920410
	Iteration 6Q: 3 clusters Score -809657.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -809760.187500 Penalty: 4374.920410
	Iteration 7Q: 3 clusters Score -809760.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -809844.437500 Penalty: 4374.920410
	Iteration 8Q: 3 clusters Score -809844.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -809915.937500 Penalty: 4374.920410
	Iteration 9Q: 3 clusters Score -809915.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -809994.250000 Penalty: 4374.920410
	Iteration 10Q: 3 clusters Score -809994.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -810067.187500 Penalty: 4374.920410
	Iteration 11Q: 3 clusters Score -810067.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -810120.500000 Penalty: 4374.920410
	Iteration 12Q: 3 clusters Score -810120.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -810176.875000 Penalty: 4374.920410
	Iteration 13Q: 3 clusters Score -810176.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -810226.375000 Penalty: 4374.920410
	Iteration 14Q: 3 clusters Score -810226.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -810278.500000 Penalty: 4374.920410
	Iteration 15Q: 3 clusters Score -810278.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -810336.062500 Penalty: 4374.920410
	Iteration 16Q: 3 clusters Score -810336.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -810379.250000 Penalty: 4374.920410
	Iteration 17Q: 3 clusters Score -810379.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -810420.000000 Penalty: 4374.920410
	Iteration 18Q: 3 clusters Score -810420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -810461.750000 Penalty: 4374.920410
	Iteration 19Q: 3 clusters Score -810461.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -810507.687500 Penalty: 4374.920410
	Iteration 20F: 3 clusters Score -810507.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -810551.875000 Penalty: 4374.920410
	Iteration 21Q: 3 clusters Score -810551.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -810595.750000 Penalty: 4374.920410
	Iteration 22Q: 3 clusters Score -810595.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -810636.812500 Penalty: 4374.920410
	Iteration 23Q: 3 clusters Score -810636.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -810673.937500 Penalty: 4374.920410
	Iteration 24Q: 3 clusters Score -810673.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -810706.812500 Penalty: 4374.920410
	Iteration 25Q: 3 clusters Score -810706.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -810733.062500 Penalty: 4374.920410
	Iteration 26Q: 3 clusters Score -810733.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -810756.437500 Penalty: 4374.920410
	Iteration 27Q: 3 clusters Score -810756.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -810781.187500 Penalty: 4374.920410
	Iteration 28Q: 3 clusters Score -810781.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -810797.875000 Penalty: 4374.920410
	Iteration 29Q: 3 clusters Score -810797.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -810807.812500 Penalty: 4374.920410
	Iteration 30Q: 3 clusters Score -810807.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -810821.875000 Penalty: 4374.920410
	Iteration 31Q: 3 clusters Score -810821.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -810835.750000 Penalty: 4374.920410
	Iteration 32Q: 3 clusters Score -810835.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -810847.937500 Penalty: 4374.920410
	Iteration 33Q: 3 clusters Score -810847.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -810860.875000 Penalty: 4374.920410
	Iteration 34Q: 3 clusters Score -810860.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -810875.500000 Penalty: 4374.920410
	Iteration 35Q: 3 clusters Score -810875.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -810896.125000 Penalty: 4374.920410
	Iteration 36Q: 3 clusters Score -810896.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -810906.375000 Penalty: 4374.920410
	Iteration 37Q: 3 clusters Score -810906.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -810921.187500 Penalty: 4374.920410
	Iteration 38Q: 3 clusters Score -810921.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -810937.500000 Penalty: 4374.920410
	Iteration 39Q: 3 clusters Score -810937.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -810954.500000 Penalty: 4374.920410
	Iteration 40F: 3 clusters Score -810954.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -810968.125000 Penalty: 4374.920410
	Iteration 41Q: 3 clusters Score -810968.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -810987.687500 Penalty: 4374.920410
	Iteration 42Q: 3 clusters Score -810987.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -810998.625000 Penalty: 4374.920410
	Iteration 43Q: 3 clusters Score -810998.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -811014.625000 Penalty: 4374.920410
	Iteration 44Q: 3 clusters Score -811014.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -811030.937500 Penalty: 4374.920410
	Iteration 45Q: 3 clusters Score -811030.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -811043.187500 Penalty: 4374.920410
	Iteration 46Q: 3 clusters Score -811043.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -811061.500000 Penalty: 4374.920410
	Iteration 47Q: 3 clusters Score -811061.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -811079.562500 Penalty: 4374.920410
	Iteration 48Q: 3 clusters Score -811079.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -811093.125000 Penalty: 4374.920410
	Iteration 49Q: 3 clusters Score -811093.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -811107.687500 Penalty: 4374.920410
	Iteration 50Q: 3 clusters Score -811107.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -811119.125000 Penalty: 4374.920410
	Iteration 51Q: 3 clusters Score -811119.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -811129.375000 Penalty: 4374.920410
	Iteration 52Q: 3 clusters Score -811129.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -811138.250000 Penalty: 4374.920410
	Iteration 53Q: 3 clusters Score -811138.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -811143.812500 Penalty: 4374.920410
	Iteration 54Q: 3 clusters Score -811143.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -811152.937500 Penalty: 4374.920410
	Iteration 55Q: 3 clusters Score -811152.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -811156.937500 Penalty: 4374.920410
	Iteration 56Q: 3 clusters Score -811156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -811163.312500 Penalty: 4374.920410
	Iteration 57Q: 3 clusters Score -811163.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -811166.625000 Penalty: 4374.920410
	Iteration 58Q: 3 clusters Score -811166.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -811173.625000 Penalty: 4374.920410
	Iteration 59Q: 3 clusters Score -811173.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -811175.937500 Penalty: 4374.920410
	Iteration 60F: 3 clusters Score -811175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -811179.687500 Penalty: 4374.920410
	Iteration 61Q: 3 clusters Score -811179.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -811183.187500 Penalty: 4374.920410
	Iteration 62Q: 3 clusters Score -811183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -811188.562500 Penalty: 4374.920410
	Iteration 63Q: 3 clusters Score -811188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -811188.812500 Penalty: 4374.920410
	Iteration 64Q: 3 clusters Score -811188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -811191.062500 Penalty: 4374.920410
	Iteration 65Q: 3 clusters Score -811191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -811191.750000 Penalty: 4374.920410
	Iteration 66Q: 3 clusters Score -811191.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -811192.500000 Penalty: 4374.920410
	Iteration 67Q: 3 clusters Score -811192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -811192.000000 Penalty: 4374.920410
	Iteration 68Q: 3 clusters Score -811192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -811194.312500 Penalty: 4374.920410
	Iteration 69Q: 3 clusters Score -811194.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -811196.125000 Penalty: 4374.920410
	Iteration 70Q: 3 clusters Score -811196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -811196.687500 Penalty: 4374.920410
	Iteration 71Q: 3 clusters Score -811196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -811196.875000 Penalty: 4374.920410
	Iteration 72Q: 3 clusters Score -811196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -811196.875000 Penalty: 4374.920410
	Iteration 73F: 3 clusters Score -811196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Entering Unmasked Estep 
Score: -1845324.125000 Penalty: 2391.841553
	Iteration 0F: 2 clusters Score -1845324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1834166.625000 Penalty: 4783.683105
	Iteration 0F: 3 clusters Score -1834167 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1837753.125000 Penalty: 4783.683105
	Iteration 1F: 3 clusters Score -1837753 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1838202.625000 Penalty: 4783.683105
	Iteration 2F: 3 clusters Score -1838203 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1838612.000000 Penalty: 4783.683105
	Iteration 3F: 3 clusters Score -1838612 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1838982.250000 Penalty: 4783.683105
	Iteration 4F: 3 clusters Score -1838982 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1839348.500000 Penalty: 4783.683105
	Iteration 5Q: 3 clusters Score -1839348 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1839758.500000 Penalty: 4783.683105
	Iteration 6Q: 3 clusters Score -1839758 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1840223.125000 Penalty: 4783.683105
	Iteration 7Q: 3 clusters Score -1840223 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1840758.250000 Penalty: 4783.683105
	Iteration 8Q: 3 clusters Score -1840758 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1841341.750000 Penalty: 4783.683105
	Iteration 9Q: 3 clusters Score -1841342 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1841897.500000 Penalty: 4783.683105
	Iteration 10Q: 3 clusters Score -1841898 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1842398.750000 Penalty: 4783.683105
	Iteration 11Q: 3 clusters Score -1842399 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1842782.500000 Penalty: 4783.683105
	Iteration 12Q: 3 clusters Score -1842782 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1843049.875000 Penalty: 4783.683105
	Iteration 13Q: 3 clusters Score -1843050 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1843234.750000 Penalty: 4783.683105
	Iteration 14Q: 3 clusters Score -1843235 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1843358.625000 Penalty: 4783.683105
	Iteration 15Q: 3 clusters Score -1843359 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1843431.625000 Penalty: 4783.683105
	Iteration 16Q: 3 clusters Score -1843432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1843463.125000 Penalty: 4783.683105
	Iteration 17Q: 3 clusters Score -1843463 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1843495.250000 Penalty: 4783.683105
	Iteration 18Q: 3 clusters Score -1843495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1843515.125000 Penalty: 4783.683105
	Iteration 19Q: 3 clusters Score -1843515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1843529.375000 Penalty: 4783.683105
	Iteration 20F: 3 clusters Score -1843529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1843541.750000 Penalty: 4783.683105
	Iteration 21Q: 3 clusters Score -1843542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1843547.125000 Penalty: 4783.683105
	Iteration 22Q: 3 clusters Score -1843547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1843554.625000 Penalty: 4783.683105
	Iteration 23Q: 3 clusters Score -1843555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1843559.750000 Penalty: 4783.683105
	Iteration 24Q: 3 clusters Score -1843560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1843562.625000 Penalty: 4783.683105
	Iteration 25Q: 3 clusters Score -1843563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1843562.375000 Penalty: 4783.683105
	Iteration 26Q: 3 clusters Score -1843562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1843564.875000 Penalty: 4783.683105
	Iteration 27Q: 3 clusters Score -1843565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1843567.625000 Penalty: 4783.683105
	Iteration 28Q: 3 clusters Score -1843568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1843569.250000 Penalty: 4783.683105
	Iteration 29Q: 3 clusters Score -1843569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1843569.875000 Penalty: 4783.683105
	Iteration 30Q: 3 clusters Score -1843570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1843569.250000 Penalty: 4783.683105
	Iteration 31Q: 3 clusters Score -1843569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1843574.750000 Penalty: 4783.683105
	Iteration 32Q: 3 clusters Score -1843575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1843581.625000 Penalty: 4783.683105
	Iteration 33Q: 3 clusters Score -1843582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1843586.625000 Penalty: 4783.683105
	Iteration 34Q: 3 clusters Score -1843587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1843585.500000 Penalty: 4783.683105
	Iteration 35Q: 3 clusters Score -1843586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1843594.500000 Penalty: 4783.683105
	Iteration 36Q: 3 clusters Score -1843594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1843602.000000 Penalty: 4783.683105
	Iteration 37Q: 3 clusters Score -1843602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1843611.250000 Penalty: 4783.683105
	Iteration 38Q: 3 clusters Score -1843611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1843615.625000 Penalty: 4783.683105
	Iteration 39Q: 3 clusters Score -1843616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1843620.000000 Penalty: 4783.683105
	Iteration 40F: 3 clusters Score -1843620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1843625.750000 Penalty: 4783.683105
	Iteration 41Q: 3 clusters Score -1843626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1843629.125000 Penalty: 4783.683105
	Iteration 42Q: 3 clusters Score -1843629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1843634.000000 Penalty: 4783.683105
	Iteration 43Q: 3 clusters Score -1843634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1843640.875000 Penalty: 4783.683105
	Iteration 44Q: 3 clusters Score -1843641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1843641.750000 Penalty: 4783.683105
	Iteration 45Q: 3 clusters Score -1843642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1843643.625000 Penalty: 4783.683105
	Iteration 46Q: 3 clusters Score -1843644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1843641.375000 Penalty: 4783.683105
	Iteration 47Q: 3 clusters Score -1843641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1843650.375000 Penalty: 4783.683105
	Iteration 48Q: 3 clusters Score -1843650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1843650.125000 Penalty: 4783.683105
	Iteration 49Q: 3 clusters Score -1843650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1843649.125000 Penalty: 4783.683105
	Iteration 50Q: 3 clusters Score -1843649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1843651.875000 Penalty: 4783.683105
	Iteration 51Q: 3 clusters Score -1843652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1843654.000000 Penalty: 4783.683105
	Iteration 52Q: 3 clusters Score -1843654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1843656.250000 Penalty: 4783.683105
	Iteration 53Q: 3 clusters Score -1843656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1843659.250000 Penalty: 4783.683105
	Iteration 54Q: 3 clusters Score -1843659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1843667.250000 Penalty: 4783.683105
	Iteration 55Q: 3 clusters Score -1843667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1843680.000000 Penalty: 4783.683105
	Iteration 56Q: 3 clusters Score -1843680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1843694.125000 Penalty: 4783.683105
	Iteration 57Q: 3 clusters Score -1843694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1843699.250000 Penalty: 4783.683105
	Iteration 58Q: 3 clusters Score -1843699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1843707.000000 Penalty: 4783.683105
	Iteration 59Q: 3 clusters Score -1843707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1843719.750000 Penalty: 4783.683105
	Iteration 60F: 3 clusters Score -1843720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1843729.625000 Penalty: 4783.683105
	Iteration 61Q: 3 clusters Score -1843730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1843733.250000 Penalty: 4783.683105
	Iteration 62Q: 3 clusters Score -1843733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1843733.625000 Penalty: 4783.683105
	Iteration 63Q: 3 clusters Score -1843734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1843733.250000 Penalty: 4783.683105
	Iteration 64Q: 3 clusters Score -1843733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1843735.250000 Penalty: 4783.683105
	Iteration 65Q: 3 clusters Score -1843735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1843737.750000 Penalty: 4783.683105
	Iteration 66Q: 3 clusters Score -1843738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1843738.375000 Penalty: 4783.683105
	Iteration 67Q: 3 clusters Score -1843738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1843737.875000 Penalty: 4783.683105
	Iteration 68Q: 3 clusters Score -1843738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1843736.250000 Penalty: 4783.683105
	Iteration 69Q: 3 clusters Score -1843736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1843736.250000 Penalty: 4783.683105
	Iteration 70Q: 3 clusters Score -1843736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1843736.500000 Penalty: 4783.683105
	Iteration 71Q: 3 clusters Score -1843736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1843737.375000 Penalty: 4783.683105
	Iteration 72Q: 3 clusters Score -1843737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1843737.375000 Penalty: 4783.683105
	Iteration 73F: 3 clusters Score -1843737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -757668.250000 Penalty: 2172.514648
	Iteration 0F: 2 clusters Score -757668.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -752347.875000 Penalty: 4345.029297
	Iteration 0F: 3 clusters Score -752347.9 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -753765.000000 Penalty: 4345.029297
	Iteration 1F: 3 clusters Score -753765 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -754110.750000 Penalty: 4345.029297
	Iteration 2F: 3 clusters Score -754110.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -754411.562500 Penalty: 4345.029297
	Iteration 3F: 3 clusters Score -754411.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -754680.187500 Penalty: 4345.029297
	Iteration 4F: 3 clusters Score -754680.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -754921.500000 Penalty: 4345.029297
	Iteration 5F: 3 clusters Score -754921.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -755094.500000 Penalty: 4345.029297
	Iteration 6Q: 3 clusters Score -755094.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -755219.812500 Penalty: 4345.029297
	Iteration 7Q: 3 clusters Score -755219.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -755289.250000 Penalty: 4345.029297
	Iteration 8Q: 3 clusters Score -755289.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -755333.062500 Penalty: 4345.029297
	Iteration 9Q: 3 clusters Score -755333.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -755365.000000 Penalty: 4345.029297
	Iteration 10Q: 3 clusters Score -755365 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -755384.375000 Penalty: 4345.029297
	Iteration 11Q: 3 clusters Score -755384.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -755398.625000 Penalty: 4345.029297
	Iteration 12Q: 3 clusters Score -755398.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -755411.500000 Penalty: 4345.029297
	Iteration 13Q: 3 clusters Score -755411.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -755422.187500 Penalty: 4345.029297
	Iteration 14Q: 3 clusters Score -755422.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -755429.062500 Penalty: 4345.029297
	Iteration 15Q: 3 clusters Score -755429.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -755435.750000 Penalty: 4345.029297
	Iteration 16Q: 3 clusters Score -755435.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -755440.500000 Penalty: 4345.029297
	Iteration 17Q: 3 clusters Score -755440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -755445.000000 Penalty: 4345.029297
	Iteration 18Q: 3 clusters Score -755445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -755447.312500 Penalty: 4345.029297
	Iteration 19Q: 3 clusters Score -755447.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -755450.625000 Penalty: 4345.029297
	Iteration 20F: 3 clusters Score -755450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -755453.500000 Penalty: 4345.029297
	Iteration 21Q: 3 clusters Score -755453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -755455.562500 Penalty: 4345.029297
	Iteration 22Q: 3 clusters Score -755455.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -755456.875000 Penalty: 4345.029297
	Iteration 23Q: 3 clusters Score -755456.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -755458.250000 Penalty: 4345.029297
	Iteration 24Q: 3 clusters Score -755458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -755461.812500 Penalty: 4345.029297
	Iteration 25Q: 3 clusters Score -755461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -755462.437500 Penalty: 4345.029297
	Iteration 26Q: 3 clusters Score -755462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -755465.750000 Penalty: 4345.029297
	Iteration 27Q: 3 clusters Score -755465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -755464.812500 Penalty: 4345.029297
	Iteration 28Q: 3 clusters Score -755464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -755464.875000 Penalty: 4345.029297
	Iteration 29Q: 3 clusters Score -755464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -755465.375000 Penalty: 4345.029297
	Iteration 30Q: 3 clusters Score -755465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -755466.562500 Penalty: 4345.029297
	Iteration 31Q: 3 clusters Score -755466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -755466.187500 Penalty: 4345.029297
	Iteration 32Q: 3 clusters Score -755466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -755465.000000 Penalty: 4345.029297
	Iteration 33Q: 3 clusters Score -755465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -755465.000000 Penalty: 4345.029297
	Iteration 34F: 3 clusters Score -755465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Entering Unmasked Estep 
Score: -527268.750000 Penalty: 2148.472656
	Iteration 0F: 2 clusters Score -527268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -522324.781250 Penalty: 4296.945312
	Iteration 0F: 3 clusters Score -522324.8 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -523794.750000 Penalty: 4296.945312
	Iteration 1F: 3 clusters Score -523794.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -524107.937500 Penalty: 4296.945312
	Iteration 2F: 3 clusters Score -524107.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -524319.062500 Penalty: 4296.945312
	Iteration 3F: 3 clusters Score -524319.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -524500.750000 Penalty: 4296.945312
	Iteration 4Q: 3 clusters Score -524500.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -524637.875000 Penalty: 4296.945312
	Iteration 5Q: 3 clusters Score -524637.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -524742.312500 Penalty: 4296.945312
	Iteration 6Q: 3 clusters Score -524742.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -524816.125000 Penalty: 4296.945312
	Iteration 7Q: 3 clusters Score -524816.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -524872.125000 Penalty: 4296.945312
	Iteration 8Q: 3 clusters Score -524872.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -524913.812500 Penalty: 4296.945312
	Iteration 9Q: 3 clusters Score -524913.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -524946.625000 Penalty: 4296.945312
	Iteration 10Q: 3 clusters Score -524946.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -524972.125000 Penalty: 4296.945312
	Iteration 11Q: 3 clusters Score -524972.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -524998.125000 Penalty: 4296.945312
	Iteration 12Q: 3 clusters Score -524998.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -525024.250000 Penalty: 4296.945312
	Iteration 13Q: 3 clusters Score -525024.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -525045.937500 Penalty: 4296.945312
	Iteration 14Q: 3 clusters Score -525045.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -525066.062500 Penalty: 4296.945312
	Iteration 15Q: 3 clusters Score -525066.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -525081.812500 Penalty: 4296.945312
	Iteration 16Q: 3 clusters Score -525081.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -525096.000000 Penalty: 4296.945312
	Iteration 17Q: 3 clusters Score -525096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -525109.187500 Penalty: 4296.945312
	Iteration 18Q: 3 clusters Score -525109.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -525120.937500 Penalty: 4296.945312
	Iteration 19Q: 3 clusters Score -525120.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -525132.375000 Penalty: 4296.945312
	Iteration 20F: 3 clusters Score -525132.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -525142.625000 Penalty: 4296.945312
	Iteration 21Q: 3 clusters Score -525142.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -525149.812500 Penalty: 4296.945312
	Iteration 22Q: 3 clusters Score -525149.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -525155.750000 Penalty: 4296.945312
	Iteration 23Q: 3 clusters Score -525155.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -525161.312500 Penalty: 4296.945312
	Iteration 24Q: 3 clusters Score -525161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -525167.250000 Penalty: 4296.945312
	Iteration 25Q: 3 clusters Score -525167.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -525174.000000 Penalty: 4296.945312
	Iteration 26Q: 3 clusters Score -525174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -525181.125000 Penalty: 4296.945312
	Iteration 27Q: 3 clusters Score -525181.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -525189.125000 Penalty: 4296.945312
	Iteration 28Q: 3 clusters Score -525189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -525190.500000 Penalty: 4296.945312
	Iteration 29Q: 3 clusters Score -525190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -525193.500000 Penalty: 4296.945312
	Iteration 30Q: 3 clusters Score -525193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -525195.187500 Penalty: 4296.945312
	Iteration 31Q: 3 clusters Score -525195.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -525198.250000 Penalty: 4296.945312
	Iteration 32Q: 3 clusters Score -525198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -525199.500000 Penalty: 4296.945312
	Iteration 33Q: 3 clusters Score -525199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -525199.875000 Penalty: 4296.945312
	Iteration 34Q: 3 clusters Score -525199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -525200.375000 Penalty: 4296.945312
	Iteration 35Q: 3 clusters Score -525200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -525199.250000 Penalty: 4296.945312
	Iteration 36Q: 3 clusters Score -525199.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -525200.500000 Penalty: 4296.945312
	Iteration 37Q: 3 clusters Score -525200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -525200.437500 Penalty: 4296.945312
	Iteration 38Q: 3 clusters Score -525200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -525201.000000 Penalty: 4296.945312
	Iteration 39Q: 3 clusters Score -525201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -525201.000000 Penalty: 4296.945312
	Iteration 40F: 3 clusters Score -525201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Entering Unmasked Estep 
Score: -1869391.875000 Penalty: 2392.723633
	Iteration 0F: 2 clusters Score -1869392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1858182.625000 Penalty: 4785.447266
	Iteration 0F: 3 clusters Score -1858183 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1861692.125000 Penalty: 4785.447266
	Iteration 1F: 3 clusters Score -1861692 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1862023.250000 Penalty: 4785.447266
	Iteration 2F: 3 clusters Score -1862023 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1862278.250000 Penalty: 4785.447266
	Iteration 3Q: 3 clusters Score -1862278 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1862474.375000 Penalty: 4785.447266
	Iteration 4Q: 3 clusters Score -1862474 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1862636.250000 Penalty: 4785.447266
	Iteration 5Q: 3 clusters Score -1862636 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1862800.500000 Penalty: 4785.447266
	Iteration 6Q: 3 clusters Score -1862800 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1862969.000000 Penalty: 4785.447266
	Iteration 7Q: 3 clusters Score -1862969 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1863141.750000 Penalty: 4785.447266
	Iteration 8Q: 3 clusters Score -1863142 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1863342.375000 Penalty: 4785.447266
	Iteration 9Q: 3 clusters Score -1863342 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1863595.750000 Penalty: 4785.447266
	Iteration 10Q: 3 clusters Score -1863596 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1863921.500000 Penalty: 4785.447266
	Iteration 11Q: 3 clusters Score -1863922 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1864292.750000 Penalty: 4785.447266
	Iteration 12Q: 3 clusters Score -1864293 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1864767.375000 Penalty: 4785.447266
	Iteration 13Q: 3 clusters Score -1864767 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1865335.375000 Penalty: 4785.447266
	Iteration 14Q: 3 clusters Score -1865335 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1865918.125000 Penalty: 4785.447266
	Iteration 15Q: 3 clusters Score -1865918 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1866417.750000 Penalty: 4785.447266
	Iteration 16Q: 3 clusters Score -1866418 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1866782.625000 Penalty: 4785.447266
	Iteration 17Q: 3 clusters Score -1866783 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1866981.000000 Penalty: 4785.447266
	Iteration 18Q: 3 clusters Score -1866981 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1867118.000000 Penalty: 4785.447266
	Iteration 19Q: 3 clusters Score -1867118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1867206.125000 Penalty: 4785.447266
	Iteration 20F: 3 clusters Score -1867206 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1867250.375000 Penalty: 4785.447266
	Iteration 21Q: 3 clusters Score -1867250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1867287.875000 Penalty: 4785.447266
	Iteration 22Q: 3 clusters Score -1867288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1867310.125000 Penalty: 4785.447266
	Iteration 23Q: 3 clusters Score -1867310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1867329.750000 Penalty: 4785.447266
	Iteration 24Q: 3 clusters Score -1867330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1867348.375000 Penalty: 4785.447266
	Iteration 25Q: 3 clusters Score -1867348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1867355.875000 Penalty: 4785.447266
	Iteration 26Q: 3 clusters Score -1867356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1867361.500000 Penalty: 4785.447266
	Iteration 27Q: 3 clusters Score -1867362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1867366.125000 Penalty: 4785.447266
	Iteration 28Q: 3 clusters Score -1867366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1867373.250000 Penalty: 4785.447266
	Iteration 29Q: 3 clusters Score -1867373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1867378.625000 Penalty: 4785.447266
	Iteration 30Q: 3 clusters Score -1867379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1867383.750000 Penalty: 4785.447266
	Iteration 31Q: 3 clusters Score -1867384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1867392.500000 Penalty: 4785.447266
	Iteration 32Q: 3 clusters Score -1867392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1867392.625000 Penalty: 4785.447266
	Iteration 33Q: 3 clusters Score -1867393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1867393.750000 Penalty: 4785.447266
	Iteration 34Q: 3 clusters Score -1867394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1867398.125000 Penalty: 4785.447266
	Iteration 35Q: 3 clusters Score -1867398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1867398.875000 Penalty: 4785.447266
	Iteration 36Q: 3 clusters Score -1867399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1867399.750000 Penalty: 4785.447266
	Iteration 37Q: 3 clusters Score -1867400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1867399.750000 Penalty: 4785.447266
	Iteration 38F: 3 clusters Score -1867400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -380123.468750 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -380123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -375853.656250 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -375853.7 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -377069.031250 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -377069 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -377552.656250 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -377552.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -377976.656250 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -377976.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -378313.500000 Penalty: 4205.209473
	Iteration 4F: 3 clusters Score -378313.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -378538.718750 Penalty: 4205.209473
	Iteration 5F: 3 clusters Score -378538.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -378706.875000 Penalty: 4205.209473
	Iteration 6Q: 3 clusters Score -378706.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -378842.406250 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -378842.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -378944.468750 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -378944.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -379043.031250 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -379043 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -379133.250000 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -379133.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -379198.156250 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -379198.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379255.906250 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -379255.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -379312.343750 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -379312.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -379374.093750 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -379374.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -379444.812500 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -379444.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -379517.968750 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -379518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -379587.437500 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -379587.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -379659.468750 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -379659.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -379725.343750 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -379725.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -379786.875000 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -379786.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -379831.656250 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -379831.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -379864.281250 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -379864.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -379895.625000 Penalty: 4205.209473
	Iteration 23Q: 3 clusters Score -379895.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -379915.625000 Penalty: 4205.209473
	Iteration 24Q: 3 clusters Score -379915.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -379924.781250 Penalty: 4205.209473
	Iteration 25Q: 3 clusters Score -379924.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -379929.500000 Penalty: 4205.209473
	Iteration 26Q: 3 clusters Score -379929.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -379936.187500 Penalty: 4205.209473
	Iteration 27Q: 3 clusters Score -379936.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -379942.437500 Penalty: 4205.209473
	Iteration 28Q: 3 clusters Score -379942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -379943.812500 Penalty: 4205.209473
	Iteration 29Q: 3 clusters Score -379943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -379945.031250 Penalty: 4205.209473
	Iteration 30Q: 3 clusters Score -379945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -379946.750000 Penalty: 4205.209473
	Iteration 31Q: 3 clusters Score -379946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -379946.500000 Penalty: 4205.209473
	Iteration 32Q: 3 clusters Score -379946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -379946.343750 Penalty: 4205.209473
	Iteration 33Q: 3 clusters Score -379946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -379947.468750 Penalty: 4205.209473
	Iteration 34Q: 3 clusters Score -379947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -379947.468750 Penalty: 4205.209473
	Iteration 35F: 3 clusters Score -379947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -1101348.250000 Penalty: 2293.007324
	Iteration 0F: 2 clusters Score -1101348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1093471.625000 Penalty: 4586.014648
	Iteration 0F: 3 clusters Score -1093472 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1096033.125000 Penalty: 4586.014648
	Iteration 1F: 3 clusters Score -1096033 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1096634.250000 Penalty: 4586.014648
	Iteration 2F: 3 clusters Score -1096634 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1097150.250000 Penalty: 4586.014648
	Iteration 3F: 3 clusters Score -1097150 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1097583.125000 Penalty: 4586.014648
	Iteration 4F: 3 clusters Score -1097583 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1097929.125000 Penalty: 4586.014648
	Iteration 5F: 3 clusters Score -1097929 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1098210.875000 Penalty: 4586.014648
	Iteration 6Q: 3 clusters Score -1098211 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1098455.125000 Penalty: 4586.014648
	Iteration 7Q: 3 clusters Score -1098455 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1098665.125000 Penalty: 4586.014648
	Iteration 8Q: 3 clusters Score -1098665 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1098879.500000 Penalty: 4586.014648
	Iteration 9Q: 3 clusters Score -1098880 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1099071.875000 Penalty: 4586.014648
	Iteration 10Q: 3 clusters Score -1099072 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1099217.125000 Penalty: 4586.014648
	Iteration 11Q: 3 clusters Score -1099217 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1099326.500000 Penalty: 4586.014648
	Iteration 12Q: 3 clusters Score -1099326 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1099402.500000 Penalty: 4586.014648
	Iteration 13Q: 3 clusters Score -1099402 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1099488.375000 Penalty: 4586.014648
	Iteration 14Q: 3 clusters Score -1099488 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1099583.500000 Penalty: 4586.014648
	Iteration 15Q: 3 clusters Score -1099584 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1099675.875000 Penalty: 4586.014648
	Iteration 16Q: 3 clusters Score -1099676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1099745.250000 Penalty: 4586.014648
	Iteration 17Q: 3 clusters Score -1099745 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1099804.375000 Penalty: 4586.014648
	Iteration 18Q: 3 clusters Score -1099804 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1099851.625000 Penalty: 4586.014648
	Iteration 19Q: 3 clusters Score -1099852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1099894.250000 Penalty: 4586.014648
	Iteration 20F: 3 clusters Score -1099894 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1099928.000000 Penalty: 4586.014648
	Iteration 21Q: 3 clusters Score -1099928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1099949.125000 Penalty: 4586.014648
	Iteration 22Q: 3 clusters Score -1099949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1099963.250000 Penalty: 4586.014648
	Iteration 23Q: 3 clusters Score -1099963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1099970.625000 Penalty: 4586.014648
	Iteration 24Q: 3 clusters Score -1099971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1099978.125000 Penalty: 4586.014648
	Iteration 25Q: 3 clusters Score -1099978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1099984.875000 Penalty: 4586.014648
	Iteration 26Q: 3 clusters Score -1099985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1099987.875000 Penalty: 4586.014648
	Iteration 27Q: 3 clusters Score -1099988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1099993.125000 Penalty: 4586.014648
	Iteration 28Q: 3 clusters Score -1099993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1099994.500000 Penalty: 4586.014648
	Iteration 29Q: 3 clusters Score -1099994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1099994.375000 Penalty: 4586.014648
	Iteration 30Q: 3 clusters Score -1099994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1099996.500000 Penalty: 4586.014648
	Iteration 31Q: 3 clusters Score -1099996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1099999.375000 Penalty: 4586.014648
	Iteration 32Q: 3 clusters Score -1099999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1099999.125000 Penalty: 4586.014648
	Iteration 33Q: 3 clusters Score -1099999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1100001.250000 Penalty: 4586.014648
	Iteration 34Q: 3 clusters Score -1100001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1100002.875000 Penalty: 4586.014648
	Iteration 35Q: 3 clusters Score -1100003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1100003.625000 Penalty: 4586.014648
	Iteration 36Q: 3 clusters Score -1100004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1100003.625000 Penalty: 4586.014648
	Iteration 37Q: 3 clusters Score -1100004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1100004.125000 Penalty: 4586.014648
	Iteration 38Q: 3 clusters Score -1100004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1100004.375000 Penalty: 4586.014648
	Iteration 39Q: 3 clusters Score -1100004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1100007.500000 Penalty: 4586.014648
	Iteration 40F: 3 clusters Score -1100008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1100006.750000 Penalty: 4586.014648
	Iteration 41Q: 3 clusters Score -1100007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1100011.500000 Penalty: 4586.014648
	Iteration 42Q: 3 clusters Score -1100012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1100012.250000 Penalty: 4586.014648
	Iteration 43Q: 3 clusters Score -1100012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1100013.250000 Penalty: 4586.014648
	Iteration 44Q: 3 clusters Score -1100013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1100012.000000 Penalty: 4586.014648
	Iteration 45Q: 3 clusters Score -1100012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1100016.125000 Penalty: 4586.014648
	Iteration 46Q: 3 clusters Score -1100016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1100015.500000 Penalty: 4586.014648
	Iteration 47Q: 3 clusters Score -1100016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1100016.250000 Penalty: 4586.014648
	Iteration 48Q: 3 clusters Score -1100016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1100017.375000 Penalty: 4586.014648
	Iteration 49Q: 3 clusters Score -1100017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1100018.000000 Penalty: 4586.014648
	Iteration 50Q: 3 clusters Score -1100018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1100017.500000 Penalty: 4586.014648
	Iteration 51Q: 3 clusters Score -1100018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1100017.125000 Penalty: 4586.014648
	Iteration 52Q: 3 clusters Score -1100017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1100018.250000 Penalty: 4586.014648
	Iteration 53Q: 3 clusters Score -1100018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1100017.750000 Penalty: 4586.014648
	Iteration 54Q: 3 clusters Score -1100018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1100020.500000 Penalty: 4586.014648
	Iteration 55Q: 3 clusters Score -1100020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1100018.250000 Penalty: 4586.014648
	Iteration 56Q: 3 clusters Score -1100018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1100020.375000 Penalty: 4586.014648
	Iteration 57Q: 3 clusters Score -1100020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1100021.500000 Penalty: 4586.014648
	Iteration 58Q: 3 clusters Score -1100022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1100021.500000 Penalty: 4586.014648
	Iteration 59F: 3 clusters Score -1100022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Entering Unmasked Estep 
Score: -1831116.375000 Penalty: 2387.465332
	Iteration 0F: 2 clusters Score -1831116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1820120.375000 Penalty: 4774.930664
	Iteration 0F: 3 clusters Score -1820120 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1823808.875000 Penalty: 4774.930664
	Iteration 1F: 3 clusters Score -1823809 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1824402.750000 Penalty: 4774.930664
	Iteration 2F: 3 clusters Score -1824403 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1825067.875000 Penalty: 4774.930664
	Iteration 3F: 3 clusters Score -1825068 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1825804.250000 Penalty: 4774.930664
	Iteration 4F: 3 clusters Score -1825804 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1826405.000000 Penalty: 4774.930664
	Iteration 5F: 3 clusters Score -1826405 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1826871.375000 Penalty: 4774.930664
	Iteration 6F: 3 clusters Score -1826871 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1827286.125000 Penalty: 4774.930664
	Iteration 7F: 3 clusters Score -1827286 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1827649.125000 Penalty: 4774.930664
	Iteration 8Q: 3 clusters Score -1827649 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1827997.625000 Penalty: 4774.930664
	Iteration 9Q: 3 clusters Score -1827998 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1828392.500000 Penalty: 4774.930664
	Iteration 10Q: 3 clusters Score -1828392 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1828783.375000 Penalty: 4774.930664
	Iteration 11Q: 3 clusters Score -1828783 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1829237.250000 Penalty: 4774.930664
	Iteration 12Q: 3 clusters Score -1829237 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1829620.750000 Penalty: 4774.930664
	Iteration 13Q: 3 clusters Score -1829621 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1829922.250000 Penalty: 4774.930664
	Iteration 14Q: 3 clusters Score -1829922 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1830142.125000 Penalty: 4774.930664
	Iteration 15Q: 3 clusters Score -1830142 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1830290.750000 Penalty: 4774.930664
	Iteration 16Q: 3 clusters Score -1830291 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1830374.875000 Penalty: 4774.930664
	Iteration 17Q: 3 clusters Score -1830375 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1830415.500000 Penalty: 4774.930664
	Iteration 18Q: 3 clusters Score -1830416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1830450.250000 Penalty: 4774.930664
	Iteration 19Q: 3 clusters Score -1830450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1830471.375000 Penalty: 4774.930664
	Iteration 20F: 3 clusters Score -1830471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1830487.875000 Penalty: 4774.930664
	Iteration 21Q: 3 clusters Score -1830488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1830499.250000 Penalty: 4774.930664
	Iteration 22Q: 3 clusters Score -1830499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1830509.500000 Penalty: 4774.930664
	Iteration 23Q: 3 clusters Score -1830510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1830513.875000 Penalty: 4774.930664
	Iteration 24Q: 3 clusters Score -1830514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1830517.500000 Penalty: 4774.930664
	Iteration 25Q: 3 clusters Score -1830518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1830520.875000 Penalty: 4774.930664
	Iteration 26Q: 3 clusters Score -1830521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1830522.250000 Penalty: 4774.930664
	Iteration 27Q: 3 clusters Score -1830522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1830521.000000 Penalty: 4774.930664
	Iteration 28Q: 3 clusters Score -1830521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1830521.500000 Penalty: 4774.930664
	Iteration 29Q: 3 clusters Score -1830522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1830526.000000 Penalty: 4774.930664
	Iteration 30Q: 3 clusters Score -1830526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1830529.000000 Penalty: 4774.930664
	Iteration 31Q: 3 clusters Score -1830529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1830528.500000 Penalty: 4774.930664
	Iteration 32Q: 3 clusters Score -1830528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1830531.625000 Penalty: 4774.930664
	Iteration 33Q: 3 clusters Score -1830532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1830531.500000 Penalty: 4774.930664
	Iteration 34Q: 3 clusters Score -1830532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1830532.375000 Penalty: 4774.930664
	Iteration 35Q: 3 clusters Score -1830532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1830533.375000 Penalty: 4774.930664
	Iteration 36Q: 3 clusters Score -1830533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1830532.875000 Penalty: 4774.930664
	Iteration 37Q: 3 clusters Score -1830533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1830532.875000 Penalty: 4774.930664
	Iteration 38F: 3 clusters Score -1830533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Entering Unmasked Estep 
Score: -436783.125000 Penalty: 2037.052979
	Iteration 0F: 2 clusters Score -436783.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -433079.312500 Penalty: 4074.105957
	Iteration 0F: 3 clusters Score -433079.3 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -433873.312500 Penalty: 4074.105957
	Iteration 1F: 3 clusters Score -433873.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -434103.000000 Penalty: 4074.105957
	Iteration 2F: 3 clusters Score -434103 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -434247.937500 Penalty: 4074.105957
	Iteration 3F: 3 clusters Score -434247.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -434380.500000 Penalty: 4074.105957
	Iteration 4Q: 3 clusters Score -434380.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -434490.812500 Penalty: 4074.105957
	Iteration 5Q: 3 clusters Score -434490.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -434587.875000 Penalty: 4074.105957
	Iteration 6Q: 3 clusters Score -434587.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -434706.031250 Penalty: 4074.105957
	Iteration 7Q: 3 clusters Score -434706 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -434805.000000 Penalty: 4074.105957
	Iteration 8Q: 3 clusters Score -434805 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -434887.031250 Penalty: 4074.105957
	Iteration 9Q: 3 clusters Score -434887 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -434959.500000 Penalty: 4074.105957
	Iteration 10Q: 3 clusters Score -434959.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -435014.843750 Penalty: 4074.105957
	Iteration 11Q: 3 clusters Score -435014.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -435047.187500 Penalty: 4074.105957
	Iteration 12Q: 3 clusters Score -435047.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -435064.343750 Penalty: 4074.105957
	Iteration 13Q: 3 clusters Score -435064.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -435072.531250 Penalty: 4074.105957
	Iteration 14Q: 3 clusters Score -435072.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -435077.937500 Penalty: 4074.105957
	Iteration 15Q: 3 clusters Score -435077.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -435081.312500 Penalty: 4074.105957
	Iteration 16Q: 3 clusters Score -435081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -435084.375000 Penalty: 4074.105957
	Iteration 17Q: 3 clusters Score -435084.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -435087.625000 Penalty: 4074.105957
	Iteration 18Q: 3 clusters Score -435087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -435089.437500 Penalty: 4074.105957
	Iteration 19Q: 3 clusters Score -435089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -435090.218750 Penalty: 4074.105957
	Iteration 20F: 3 clusters Score -435090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -435090.593750 Penalty: 4074.105957
	Iteration 21Q: 3 clusters Score -435090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -435092.656250 Penalty: 4074.105957
	Iteration 22Q: 3 clusters Score -435092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -435092.875000 Penalty: 4074.105957
	Iteration 23Q: 3 clusters Score -435092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -435095.968750 Penalty: 4074.105957
	Iteration 24Q: 3 clusters Score -435096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -435099.843750 Penalty: 4074.105957
	Iteration 25Q: 3 clusters Score -435099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -435104.437500 Penalty: 4074.105957
	Iteration 26Q: 3 clusters Score -435104.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -435110.281250 Penalty: 4074.105957
	Iteration 27Q: 3 clusters Score -435110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -435112.281250 Penalty: 4074.105957
	Iteration 28Q: 3 clusters Score -435112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -435113.875000 Penalty: 4074.105957
	Iteration 29Q: 3 clusters Score -435113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -435113.281250 Penalty: 4074.105957
	Iteration 30Q: 3 clusters Score -435113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -435113.687500 Penalty: 4074.105957
	Iteration 31Q: 3 clusters Score -435113.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -435114.250000 Penalty: 4074.105957
	Iteration 32Q: 3 clusters Score -435114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -435115.500000 Penalty: 4074.105957
	Iteration 33Q: 3 clusters Score -435115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -435116.750000 Penalty: 4074.105957
	Iteration 34Q: 3 clusters Score -435116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -435116.531250 Penalty: 4074.105957
	Iteration 35Q: 3 clusters Score -435116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -435117.406250 Penalty: 4074.105957
	Iteration 36Q: 3 clusters Score -435117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -435117.593750 Penalty: 4074.105957
	Iteration 37Q: 3 clusters Score -435117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -435117.500000 Penalty: 4074.105957
	Iteration 38Q: 3 clusters Score -435117.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -435117.500000 Penalty: 4074.105957
	Iteration 39F: 3 clusters Score -435117.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Entering Unmasked Estep 
Score: -1995709.875000 Penalty: 2433.817871
	Iteration 0F: 2 clusters Score -1995710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1982764.750000 Penalty: 4867.635742
	Iteration 0F: 3 clusters Score -1982765 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1987163.750000 Penalty: 4867.635742
	Iteration 1F: 3 clusters Score -1987164 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1987948.875000 Penalty: 4867.635742
	Iteration 2F: 3 clusters Score -1987949 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1988802.750000 Penalty: 4867.635742
	Iteration 3F: 3 clusters Score -1988803 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1989650.125000 Penalty: 4867.635742
	Iteration 4F: 3 clusters Score -1989650 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1990508.500000 Penalty: 4867.635742
	Iteration 5F: 3 clusters Score -1990508 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1991186.625000 Penalty: 4867.635742
	Iteration 6F: 3 clusters Score -1991187 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1991710.125000 Penalty: 4867.635742
	Iteration 7F: 3 clusters Score -1991710 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1992028.375000 Penalty: 4867.635742
	Iteration 8Q: 3 clusters Score -1992028 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1992274.000000 Penalty: 4867.635742
	Iteration 9Q: 3 clusters Score -1992274 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1992453.000000 Penalty: 4867.635742
	Iteration 10Q: 3 clusters Score -1992453 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1992593.625000 Penalty: 4867.635742
	Iteration 11Q: 3 clusters Score -1992594 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1992704.750000 Penalty: 4867.635742
	Iteration 12Q: 3 clusters Score -1992705 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1992796.125000 Penalty: 4867.635742
	Iteration 13Q: 3 clusters Score -1992796 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1992845.250000 Penalty: 4867.635742
	Iteration 14Q: 3 clusters Score -1992845 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1992891.125000 Penalty: 4867.635742
	Iteration 15Q: 3 clusters Score -1992891 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1992936.000000 Penalty: 4867.635742
	Iteration 16Q: 3 clusters Score -1992936 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1992974.125000 Penalty: 4867.635742
	Iteration 17Q: 3 clusters Score -1992974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1992989.375000 Penalty: 4867.635742
	Iteration 18Q: 3 clusters Score -1992989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1993018.000000 Penalty: 4867.635742
	Iteration 19Q: 3 clusters Score -1993018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1993029.500000 Penalty: 4867.635742
	Iteration 20F: 3 clusters Score -1993030 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1993063.500000 Penalty: 4867.635742
	Iteration 21Q: 3 clusters Score -1993064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1993091.125000 Penalty: 4867.635742
	Iteration 22Q: 3 clusters Score -1993091 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1993123.500000 Penalty: 4867.635742
	Iteration 23Q: 3 clusters Score -1993124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1993160.625000 Penalty: 4867.635742
	Iteration 24Q: 3 clusters Score -1993161 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1993200.125000 Penalty: 4867.635742
	Iteration 25Q: 3 clusters Score -1993200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1993245.250000 Penalty: 4867.635742
	Iteration 26Q: 3 clusters Score -1993245 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1993272.375000 Penalty: 4867.635742
	Iteration 27Q: 3 clusters Score -1993272 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1993309.000000 Penalty: 4867.635742
	Iteration 28Q: 3 clusters Score -1993309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1993345.000000 Penalty: 4867.635742
	Iteration 29Q: 3 clusters Score -1993345 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1993388.375000 Penalty: 4867.635742
	Iteration 30Q: 3 clusters Score -1993388 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1993441.125000 Penalty: 4867.635742
	Iteration 31Q: 3 clusters Score -1993441 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1993495.125000 Penalty: 4867.635742
	Iteration 32Q: 3 clusters Score -1993495 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1993558.500000 Penalty: 4867.635742
	Iteration 33Q: 3 clusters Score -1993558 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1993610.750000 Penalty: 4867.635742
	Iteration 34Q: 3 clusters Score -1993611 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1993662.000000 Penalty: 4867.635742
	Iteration 35Q: 3 clusters Score -1993662 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1993737.500000 Penalty: 4867.635742
	Iteration 36Q: 3 clusters Score -1993738 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1993823.500000 Penalty: 4867.635742
	Iteration 37Q: 3 clusters Score -1993824 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1993914.875000 Penalty: 4867.635742
	Iteration 38Q: 3 clusters Score -1993915 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1993989.250000 Penalty: 4867.635742
	Iteration 39Q: 3 clusters Score -1993989 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1994053.500000 Penalty: 4867.635742
	Iteration 40F: 3 clusters Score -1994054 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1994108.500000 Penalty: 4867.635742
	Iteration 41Q: 3 clusters Score -1994108 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1994156.750000 Penalty: 4867.635742
	Iteration 42Q: 3 clusters Score -1994157 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1994210.375000 Penalty: 4867.635742
	Iteration 43Q: 3 clusters Score -1994210 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1994243.250000 Penalty: 4867.635742
	Iteration 44Q: 3 clusters Score -1994243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1994275.250000 Penalty: 4867.635742
	Iteration 45Q: 3 clusters Score -1994275 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1994296.375000 Penalty: 4867.635742
	Iteration 46Q: 3 clusters Score -1994296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1994321.000000 Penalty: 4867.635742
	Iteration 47Q: 3 clusters Score -1994321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1994333.625000 Penalty: 4867.635742
	Iteration 48Q: 3 clusters Score -1994334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -1994338.000000 Penalty: 4867.635742
	Iteration 49Q: 3 clusters Score -1994338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1994344.750000 Penalty: 4867.635742
	Iteration 50Q: 3 clusters Score -1994345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1994348.750000 Penalty: 4867.635742
	Iteration 51Q: 3 clusters Score -1994349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1994359.500000 Penalty: 4867.635742
	Iteration 52Q: 3 clusters Score -1994360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1994365.625000 Penalty: 4867.635742
	Iteration 53Q: 3 clusters Score -1994366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1994373.250000 Penalty: 4867.635742
	Iteration 54Q: 3 clusters Score -1994373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1994378.375000 Penalty: 4867.635742
	Iteration 55Q: 3 clusters Score -1994378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1994382.750000 Penalty: 4867.635742
	Iteration 56Q: 3 clusters Score -1994383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1994388.000000 Penalty: 4867.635742
	Iteration 57Q: 3 clusters Score -1994388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1994387.625000 Penalty: 4867.635742
	Iteration 58Q: 3 clusters Score -1994388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1994390.750000 Penalty: 4867.635742
	Iteration 59Q: 3 clusters Score -1994391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1994389.375000 Penalty: 4867.635742
	Iteration 60F: 3 clusters Score -1994389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1994388.750000 Penalty: 4867.635742
	Iteration 61Q: 3 clusters Score -1994389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1994387.750000 Penalty: 4867.635742
	Iteration 62Q: 3 clusters Score -1994388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1994387.750000 Penalty: 4867.635742
	Iteration 63F: 3 clusters Score -1994388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Entering Unmasked Estep 
Score: -877155.500000 Penalty: 2212.057617
	Iteration 0F: 2 clusters Score -877155.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -871143.437500 Penalty: 4424.115234
	Iteration 0F: 3 clusters Score -871143.4 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -872728.187500 Penalty: 4424.115234
	Iteration 1F: 3 clusters Score -872728.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -873047.312500 Penalty: 4424.115234
	Iteration 2F: 3 clusters Score -873047.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -873379.250000 Penalty: 4424.115234
	Iteration 3F: 3 clusters Score -873379.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -873788.187500 Penalty: 4424.115234
	Iteration 4F: 3 clusters Score -873788.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -874266.187500 Penalty: 4424.115234
	Iteration 5F: 3 clusters Score -874266.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -874720.687500 Penalty: 4424.115234
	Iteration 6F: 3 clusters Score -874720.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -875163.500000 Penalty: 4424.115234
	Iteration 7F: 3 clusters Score -875163.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -875512.687500 Penalty: 4424.115234
	Iteration 8F: 3 clusters Score -875512.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -875776.125000 Penalty: 4424.115234
	Iteration 9Q: 3 clusters Score -875776.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -875991.000000 Penalty: 4424.115234
	Iteration 10Q: 3 clusters Score -875991 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -876151.937500 Penalty: 4424.115234
	Iteration 11Q: 3 clusters Score -876151.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -876245.875000 Penalty: 4424.115234
	Iteration 12Q: 3 clusters Score -876245.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -876306.625000 Penalty: 4424.115234
	Iteration 13Q: 3 clusters Score -876306.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -876347.687500 Penalty: 4424.115234
	Iteration 14Q: 3 clusters Score -876347.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -876378.812500 Penalty: 4424.115234
	Iteration 15Q: 3 clusters Score -876378.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -876413.125000 Penalty: 4424.115234
	Iteration 16Q: 3 clusters Score -876413.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -876443.187500 Penalty: 4424.115234
	Iteration 17Q: 3 clusters Score -876443.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -876472.312500 Penalty: 4424.115234
	Iteration 18Q: 3 clusters Score -876472.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -876493.562500 Penalty: 4424.115234
	Iteration 19Q: 3 clusters Score -876493.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -876516.062500 Penalty: 4424.115234
	Iteration 20F: 3 clusters Score -876516.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -876534.312500 Penalty: 4424.115234
	Iteration 21Q: 3 clusters Score -876534.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -876547.375000 Penalty: 4424.115234
	Iteration 22Q: 3 clusters Score -876547.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -876560.125000 Penalty: 4424.115234
	Iteration 23Q: 3 clusters Score -876560.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -876573.875000 Penalty: 4424.115234
	Iteration 24Q: 3 clusters Score -876573.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -876583.562500 Penalty: 4424.115234
	Iteration 25Q: 3 clusters Score -876583.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -876598.625000 Penalty: 4424.115234
	Iteration 26Q: 3 clusters Score -876598.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -876602.875000 Penalty: 4424.115234
	Iteration 27Q: 3 clusters Score -876602.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -876609.437500 Penalty: 4424.115234
	Iteration 28Q: 3 clusters Score -876609.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -876615.812500 Penalty: 4424.115234
	Iteration 29Q: 3 clusters Score -876615.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -876620.250000 Penalty: 4424.115234
	Iteration 30Q: 3 clusters Score -876620.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -876626.062500 Penalty: 4424.115234
	Iteration 31Q: 3 clusters Score -876626.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -876632.562500 Penalty: 4424.115234
	Iteration 32Q: 3 clusters Score -876632.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -876644.000000 Penalty: 4424.115234
	Iteration 33Q: 3 clusters Score -876644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -876653.750000 Penalty: 4424.115234
	Iteration 34Q: 3 clusters Score -876653.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -876673.562500 Penalty: 4424.115234
	Iteration 35Q: 3 clusters Score -876673.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -876686.437500 Penalty: 4424.115234
	Iteration 36Q: 3 clusters Score -876686.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -876703.125000 Penalty: 4424.115234
	Iteration 37Q: 3 clusters Score -876703.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -876716.750000 Penalty: 4424.115234
	Iteration 38Q: 3 clusters Score -876716.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -876729.812500 Penalty: 4424.115234
	Iteration 39Q: 3 clusters Score -876729.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -876739.625000 Penalty: 4424.115234
	Iteration 40F: 3 clusters Score -876739.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -876750.500000 Penalty: 4424.115234
	Iteration 41Q: 3 clusters Score -876750.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -876761.187500 Penalty: 4424.115234
	Iteration 42Q: 3 clusters Score -876761.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -876774.500000 Penalty: 4424.115234
	Iteration 43Q: 3 clusters Score -876774.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -876785.250000 Penalty: 4424.115234
	Iteration 44Q: 3 clusters Score -876785.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -876791.062500 Penalty: 4424.115234
	Iteration 45Q: 3 clusters Score -876791.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -876795.312500 Penalty: 4424.115234
	Iteration 46Q: 3 clusters Score -876795.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -876801.437500 Penalty: 4424.115234
	Iteration 47Q: 3 clusters Score -876801.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -876805.875000 Penalty: 4424.115234
	Iteration 48Q: 3 clusters Score -876805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -876809.687500 Penalty: 4424.115234
	Iteration 49Q: 3 clusters Score -876809.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -876813.187500 Penalty: 4424.115234
	Iteration 50Q: 3 clusters Score -876813.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -876821.062500 Penalty: 4424.115234
	Iteration 51Q: 3 clusters Score -876821.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -876824.937500 Penalty: 4424.115234
	Iteration 52Q: 3 clusters Score -876824.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -876829.562500 Penalty: 4424.115234
	Iteration 53Q: 3 clusters Score -876829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -876830.000000 Penalty: 4424.115234
	Iteration 54Q: 3 clusters Score -876830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -876829.750000 Penalty: 4424.115234
	Iteration 55Q: 3 clusters Score -876829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -876828.750000 Penalty: 4424.115234
	Iteration 56Q: 3 clusters Score -876828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -876831.750000 Penalty: 4424.115234
	Iteration 57Q: 3 clusters Score -876831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -876831.000000 Penalty: 4424.115234
	Iteration 58Q: 3 clusters Score -876831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -876831.000000 Penalty: 4424.115234
	Iteration 59F: 3 clusters Score -876831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Entering Unmasked Estep 
Score: -1054065.625000 Penalty: 2286.460205
	Iteration 0F: 2 clusters Score -1054066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1046366.125000 Penalty: 4572.920410
	Iteration 0F: 3 clusters Score -1046366 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1048729.250000 Penalty: 4572.920410
	Iteration 1F: 3 clusters Score -1048729 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1049307.125000 Penalty: 4572.920410
	Iteration 2F: 3 clusters Score -1049307 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1049839.500000 Penalty: 4572.920410
	Iteration 3F: 3 clusters Score -1049840 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1050324.250000 Penalty: 4572.920410
	Iteration 4F: 3 clusters Score -1050324 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1050740.500000 Penalty: 4572.920410
	Iteration 5F: 3 clusters Score -1050740 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1051057.125000 Penalty: 4572.920410
	Iteration 6Q: 3 clusters Score -1051057 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1051333.750000 Penalty: 4572.920410
	Iteration 7Q: 3 clusters Score -1051334 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1051547.375000 Penalty: 4572.920410
	Iteration 8Q: 3 clusters Score -1051547 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1051689.000000 Penalty: 4572.920410
	Iteration 9Q: 3 clusters Score -1051689 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1051802.625000 Penalty: 4572.920410
	Iteration 10Q: 3 clusters Score -1051803 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1051882.875000 Penalty: 4572.920410
	Iteration 11Q: 3 clusters Score -1051883 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1051956.375000 Penalty: 4572.920410
	Iteration 12Q: 3 clusters Score -1051956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1052017.750000 Penalty: 4572.920410
	Iteration 13Q: 3 clusters Score -1052018 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1052074.375000 Penalty: 4572.920410
	Iteration 14Q: 3 clusters Score -1052074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1052118.750000 Penalty: 4572.920410
	Iteration 15Q: 3 clusters Score -1052119 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1052164.375000 Penalty: 4572.920410
	Iteration 16Q: 3 clusters Score -1052164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1052199.750000 Penalty: 4572.920410
	Iteration 17Q: 3 clusters Score -1052200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1052225.375000 Penalty: 4572.920410
	Iteration 18Q: 3 clusters Score -1052225 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1052244.000000 Penalty: 4572.920410
	Iteration 19Q: 3 clusters Score -1052244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1052258.375000 Penalty: 4572.920410
	Iteration 20F: 3 clusters Score -1052258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1052271.375000 Penalty: 4572.920410
	Iteration 21Q: 3 clusters Score -1052271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1052282.500000 Penalty: 4572.920410
	Iteration 22Q: 3 clusters Score -1052282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1052292.000000 Penalty: 4572.920410
	Iteration 23Q: 3 clusters Score -1052292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1052306.875000 Penalty: 4572.920410
	Iteration 24Q: 3 clusters Score -1052307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1052312.125000 Penalty: 4572.920410
	Iteration 25Q: 3 clusters Score -1052312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1052317.000000 Penalty: 4572.920410
	Iteration 26Q: 3 clusters Score -1052317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1052324.000000 Penalty: 4572.920410
	Iteration 27Q: 3 clusters Score -1052324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1052325.875000 Penalty: 4572.920410
	Iteration 28Q: 3 clusters Score -1052326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1052329.125000 Penalty: 4572.920410
	Iteration 29Q: 3 clusters Score -1052329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1052338.125000 Penalty: 4572.920410
	Iteration 30Q: 3 clusters Score -1052338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1052345.500000 Penalty: 4572.920410
	Iteration 31Q: 3 clusters Score -1052346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1052353.625000 Penalty: 4572.920410
	Iteration 32Q: 3 clusters Score -1052354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1052360.500000 Penalty: 4572.920410
	Iteration 33Q: 3 clusters Score -1052360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1052362.125000 Penalty: 4572.920410
	Iteration 34Q: 3 clusters Score -1052362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1052369.125000 Penalty: 4572.920410
	Iteration 35Q: 3 clusters Score -1052369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1052371.250000 Penalty: 4572.920410
	Iteration 36Q: 3 clusters Score -1052371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1052375.875000 Penalty: 4572.920410
	Iteration 37Q: 3 clusters Score -1052376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1052380.500000 Penalty: 4572.920410
	Iteration 38Q: 3 clusters Score -1052380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1052384.625000 Penalty: 4572.920410
	Iteration 39Q: 3 clusters Score -1052385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1052388.375000 Penalty: 4572.920410
	Iteration 40F: 3 clusters Score -1052388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1052391.250000 Penalty: 4572.920410
	Iteration 41Q: 3 clusters Score -1052391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1052394.125000 Penalty: 4572.920410
	Iteration 42Q: 3 clusters Score -1052394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1052396.625000 Penalty: 4572.920410
	Iteration 43Q: 3 clusters Score -1052397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1052397.750000 Penalty: 4572.920410
	Iteration 44Q: 3 clusters Score -1052398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1052398.875000 Penalty: 4572.920410
	Iteration 45Q: 3 clusters Score -1052399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1052400.125000 Penalty: 4572.920410
	Iteration 46Q: 3 clusters Score -1052400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1052400.000000 Penalty: 4572.920410
	Iteration 47Q: 3 clusters Score -1052400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1052401.125000 Penalty: 4572.920410
	Iteration 48Q: 3 clusters Score -1052401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1052401.250000 Penalty: 4572.920410
	Iteration 49Q: 3 clusters Score -1052401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1052401.250000 Penalty: 4572.920410
	Iteration 50F: 3 clusters Score -1052401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Entering Unmasked Estep 
Score: -4250984.000000 Penalty: 2617.938232
	Iteration 0F: 2 clusters Score -4250984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -4224953.500000 Penalty: 5235.876465
	Iteration 0F: 3 clusters Score -4224954 nChanged 17533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4234923.000000 Penalty: 5235.876465
	Iteration 1F: 3 clusters Score -4234923 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -4235677.500000 Penalty: 5235.876465
	Iteration 2F: 3 clusters Score -4235678 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4236549.500000 Penalty: 5235.876465
	Iteration 3Q: 3 clusters Score -4236550 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -4237490.500000 Penalty: 5235.876465
	Iteration 4F: 3 clusters Score -4237490 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -4238590.500000 Penalty: 5235.876465
	Iteration 5F: 3 clusters Score -4238590 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -4239821.000000 Penalty: 5235.876465
	Iteration 6F: 3 clusters Score -4239821 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -4241136.000000 Penalty: 5235.876465
	Iteration 7F: 3 clusters Score -4241136 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4242383.500000 Penalty: 5235.876465
	Iteration 8F: 3 clusters Score -4242384 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4243590.000000 Penalty: 5235.876465
	Iteration 9F: 3 clusters Score -4243590 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4244732.000000 Penalty: 5235.876465
	Iteration 10Q: 3 clusters Score -4244732 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -4245786.500000 Penalty: 5235.876465
	Iteration 11Q: 3 clusters Score -4245786 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4246678.500000 Penalty: 5235.876465
	Iteration 12Q: 3 clusters Score -4246678 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4247424.000000 Penalty: 5235.876465
	Iteration 13Q: 3 clusters Score -4247424 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4247974.000000 Penalty: 5235.876465
	Iteration 14Q: 3 clusters Score -4247974 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4248437.000000 Penalty: 5235.876465
	Iteration 15Q: 3 clusters Score -4248437 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4248862.000000 Penalty: 5235.876465
	Iteration 16Q: 3 clusters Score -4248862 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4249247.500000 Penalty: 5235.876465
	Iteration 17Q: 3 clusters Score -4249248 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -4249560.000000 Penalty: 5235.876465
	Iteration 18Q: 3 clusters Score -4249560 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -4249805.500000 Penalty: 5235.876465
	Iteration 19Q: 3 clusters Score -4249806 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -4250016.000000 Penalty: 5235.876465
	Iteration 20F: 3 clusters Score -4250016 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4250180.500000 Penalty: 5235.876465
	Iteration 21Q: 3 clusters Score -4250180 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4250256.000000 Penalty: 5235.876465
	Iteration 22Q: 3 clusters Score -4250256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4250293.500000 Penalty: 5235.876465
	Iteration 23Q: 3 clusters Score -4250294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4250301.000000 Penalty: 5235.876465
	Iteration 24Q: 3 clusters Score -4250301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4250313.500000 Penalty: 5235.876465
	Iteration 25Q: 3 clusters Score -4250314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -4250319.000000 Penalty: 5235.876465
	Iteration 26Q: 3 clusters Score -4250319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4250332.500000 Penalty: 5235.876465
	Iteration 27Q: 3 clusters Score -4250332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4250326.500000 Penalty: 5235.876465
	Iteration 28Q: 3 clusters Score -4250326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4250332.000000 Penalty: 5235.876465
	Iteration 29Q: 3 clusters Score -4250332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -4250323.500000 Penalty: 5235.876465
	Iteration 30Q: 3 clusters Score -4250324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4250326.500000 Penalty: 5235.876465
	Iteration 31Q: 3 clusters Score -4250326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -4250343.500000 Penalty: 5235.876465
	Iteration 32Q: 3 clusters Score -4250344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4250336.000000 Penalty: 5235.876465
	Iteration 33Q: 3 clusters Score -4250336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4250342.000000 Penalty: 5235.876465
	Iteration 34Q: 3 clusters Score -4250342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4250343.000000 Penalty: 5235.876465
	Iteration 35Q: 3 clusters Score -4250343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -4250338.500000 Penalty: 5235.876465
	Iteration 36Q: 3 clusters Score -4250338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -4250348.500000 Penalty: 5235.876465
	Iteration 37Q: 3 clusters Score -4250348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4250347.000000 Penalty: 5235.876465
	Iteration 38Q: 3 clusters Score -4250347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -4250349.000000 Penalty: 5235.876465
	Iteration 39Q: 3 clusters Score -4250349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4250349.000000 Penalty: 5235.876465
	Iteration 40F: 3 clusters Score -4250349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4250351.500000 Penalty: 5235.876465
	Iteration 41Q: 3 clusters Score -4250352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4250351.500000 Penalty: 5235.876465
	Iteration 42F: 3 clusters Score -4250352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -775284.375000 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -775284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -769818.250000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -769818.2 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -771254.062500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -771254.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -771552.187500 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -771552.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -771757.312500 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -771757.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -771926.687500 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -771926.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -772071.625000 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -772071.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -772251.750000 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -772251.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -772438.875000 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -772438.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -772661.062500 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -772661.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -772866.750000 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -772866.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -773055.562500 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -773055.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -773253.187500 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -773253.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -773428.187500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -773428.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -773548.687500 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -773548.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -773640.375000 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -773640.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -773704.875000 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -773704.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -773754.687500 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -773754.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -773785.687500 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -773785.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -773802.812500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -773802.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -773811.312500 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -773811.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -773818.562500 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -773818.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -773827.687500 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -773827.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -773841.250000 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -773841.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -773856.500000 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -773856.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -773874.375000 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -773874.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -773889.312500 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -773889.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -773900.250000 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -773900.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -773906.562500 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -773906.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -773911.187500 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -773911.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -773913.000000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -773913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -773917.062500 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -773917.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -773918.312500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -773918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -773921.125000 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -773921.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -773926.000000 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -773926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -773926.750000 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -773926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -773926.312500 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -773926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -773929.062500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -773929.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -773928.750000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -773928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -773928.750000 Penalty: 4352.289062
	Iteration 38F: 3 clusters Score -773928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Entering Unmasked Estep 
Score: -450239.562500 Penalty: 2064.916260
	Iteration 0F: 2 clusters Score -450239.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -446295.625000 Penalty: 4129.832520
	Iteration 0F: 3 clusters Score -446295.6 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -447265.812500 Penalty: 4129.832520
	Iteration 1F: 3 clusters Score -447265.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -447655.343750 Penalty: 4129.832520
	Iteration 2F: 3 clusters Score -447655.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -448043.093750 Penalty: 4129.832520
	Iteration 3F: 3 clusters Score -448043.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -448416.125000 Penalty: 4129.832520
	Iteration 4F: 3 clusters Score -448416.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -448740.437500 Penalty: 4129.832520
	Iteration 5F: 3 clusters Score -448740.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -449011.187500 Penalty: 4129.832520
	Iteration 6F: 3 clusters Score -449011.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -449203.500000 Penalty: 4129.832520
	Iteration 7Q: 3 clusters Score -449203.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -449332.218750 Penalty: 4129.832520
	Iteration 8Q: 3 clusters Score -449332.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -449379.343750 Penalty: 4129.832520
	Iteration 9Q: 3 clusters Score -449379.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -449407.500000 Penalty: 4129.832520
	Iteration 10Q: 3 clusters Score -449407.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -449417.125000 Penalty: 4129.832520
	Iteration 11Q: 3 clusters Score -449417.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -449424.000000 Penalty: 4129.832520
	Iteration 12Q: 3 clusters Score -449424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -449426.625000 Penalty: 4129.832520
	Iteration 13Q: 3 clusters Score -449426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -449430.781250 Penalty: 4129.832520
	Iteration 14Q: 3 clusters Score -449430.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -449433.718750 Penalty: 4129.832520
	Iteration 15Q: 3 clusters Score -449433.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -449434.937500 Penalty: 4129.832520
	Iteration 16Q: 3 clusters Score -449434.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -449436.250000 Penalty: 4129.832520
	Iteration 17Q: 3 clusters Score -449436.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -449437.000000 Penalty: 4129.832520
	Iteration 18Q: 3 clusters Score -449437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -449437.000000 Penalty: 4129.832520
	Iteration 19F: 3 clusters Score -449437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Entering Unmasked Estep 
Score: -1640502.500000 Penalty: 2361.911377
	Iteration 0F: 2 clusters Score -1640502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1630438.250000 Penalty: 4723.822754
	Iteration 0F: 3 clusters Score -1630438 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1633544.375000 Penalty: 4723.822754
	Iteration 1F: 3 clusters Score -1633544 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1633992.500000 Penalty: 4723.822754
	Iteration 2F: 3 clusters Score -1633992 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1634462.625000 Penalty: 4723.822754
	Iteration 3F: 3 clusters Score -1634463 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1635022.875000 Penalty: 4723.822754
	Iteration 4F: 3 clusters Score -1635023 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1635817.125000 Penalty: 4723.822754
	Iteration 5F: 3 clusters Score -1635817 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1636781.750000 Penalty: 4723.822754
	Iteration 6F: 3 clusters Score -1636782 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1637525.875000 Penalty: 4723.822754
	Iteration 7F: 3 clusters Score -1637526 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1638079.000000 Penalty: 4723.822754
	Iteration 8F: 3 clusters Score -1638079 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1638463.625000 Penalty: 4723.822754
	Iteration 9Q: 3 clusters Score -1638464 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1638751.250000 Penalty: 4723.822754
	Iteration 10Q: 3 clusters Score -1638751 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1638927.500000 Penalty: 4723.822754
	Iteration 11Q: 3 clusters Score -1638928 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1639089.750000 Penalty: 4723.822754
	Iteration 12Q: 3 clusters Score -1639090 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1639275.625000 Penalty: 4723.822754
	Iteration 13Q: 3 clusters Score -1639276 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1639435.500000 Penalty: 4723.822754
	Iteration 14Q: 3 clusters Score -1639436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1639551.000000 Penalty: 4723.822754
	Iteration 15Q: 3 clusters Score -1639551 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1639658.000000 Penalty: 4723.822754
	Iteration 16Q: 3 clusters Score -1639658 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1639715.875000 Penalty: 4723.822754
	Iteration 17Q: 3 clusters Score -1639716 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1639759.250000 Penalty: 4723.822754
	Iteration 18Q: 3 clusters Score -1639759 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1639790.875000 Penalty: 4723.822754
	Iteration 19Q: 3 clusters Score -1639791 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1639822.500000 Penalty: 4723.822754
	Iteration 20F: 3 clusters Score -1639822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1639847.250000 Penalty: 4723.822754
	Iteration 21Q: 3 clusters Score -1639847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1639868.625000 Penalty: 4723.822754
	Iteration 22Q: 3 clusters Score -1639869 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1639901.375000 Penalty: 4723.822754
	Iteration 23Q: 3 clusters Score -1639901 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1639929.750000 Penalty: 4723.822754
	Iteration 24Q: 3 clusters Score -1639930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1639960.625000 Penalty: 4723.822754
	Iteration 25Q: 3 clusters Score -1639961 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1639993.375000 Penalty: 4723.822754
	Iteration 26Q: 3 clusters Score -1639993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1640020.750000 Penalty: 4723.822754
	Iteration 27Q: 3 clusters Score -1640021 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1640045.625000 Penalty: 4723.822754
	Iteration 28Q: 3 clusters Score -1640046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1640063.625000 Penalty: 4723.822754
	Iteration 29Q: 3 clusters Score -1640064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1640070.750000 Penalty: 4723.822754
	Iteration 30Q: 3 clusters Score -1640071 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1640079.250000 Penalty: 4723.822754
	Iteration 31Q: 3 clusters Score -1640079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1640090.125000 Penalty: 4723.822754
	Iteration 32Q: 3 clusters Score -1640090 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1640101.250000 Penalty: 4723.822754
	Iteration 33Q: 3 clusters Score -1640101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1640104.250000 Penalty: 4723.822754
	Iteration 34Q: 3 clusters Score -1640104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1640111.000000 Penalty: 4723.822754
	Iteration 35Q: 3 clusters Score -1640111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1640118.250000 Penalty: 4723.822754
	Iteration 36Q: 3 clusters Score -1640118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1640121.375000 Penalty: 4723.822754
	Iteration 37Q: 3 clusters Score -1640121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1640119.750000 Penalty: 4723.822754
	Iteration 38Q: 3 clusters Score -1640120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1640124.875000 Penalty: 4723.822754
	Iteration 39Q: 3 clusters Score -1640125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1640124.250000 Penalty: 4723.822754
	Iteration 40F: 3 clusters Score -1640124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1640129.875000 Penalty: 4723.822754
	Iteration 41Q: 3 clusters Score -1640130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1640129.750000 Penalty: 4723.822754
	Iteration 42Q: 3 clusters Score -1640130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1640128.500000 Penalty: 4723.822754
	Iteration 43Q: 3 clusters Score -1640128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1640128.750000 Penalty: 4723.822754
	Iteration 44Q: 3 clusters Score -1640129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1640128.750000 Penalty: 4723.822754
	Iteration 45Q: 3 clusters Score -1640129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1640129.500000 Penalty: 4723.822754
	Iteration 46Q: 3 clusters Score -1640130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1640129.375000 Penalty: 4723.822754
	Iteration 47Q: 3 clusters Score -1640129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1640130.375000 Penalty: 4723.822754
	Iteration 48Q: 3 clusters Score -1640130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1640128.750000 Penalty: 4723.822754
	Iteration 49Q: 3 clusters Score -1640129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1640130.125000 Penalty: 4723.822754
	Iteration 50Q: 3 clusters Score -1640130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1640130.125000 Penalty: 4723.822754
	Iteration 51F: 3 clusters Score -1640130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Entering Unmasked Estep 
Score: -878354.750000 Penalty: 2212.687012
	Iteration 0F: 2 clusters Score -878354.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -872278.500000 Penalty: 4425.374023
	Iteration 0F: 3 clusters Score -872278.5 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -873843.187500 Penalty: 4425.374023
	Iteration 1F: 3 clusters Score -873843.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -874166.062500 Penalty: 4425.374023
	Iteration 2F: 3 clusters Score -874166.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -874486.375000 Penalty: 4425.374023
	Iteration 3F: 3 clusters Score -874486.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -874837.812500 Penalty: 4425.374023
	Iteration 4F: 3 clusters Score -874837.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -875192.687500 Penalty: 4425.374023
	Iteration 5F: 3 clusters Score -875192.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -875467.187500 Penalty: 4425.374023
	Iteration 6F: 3 clusters Score -875467.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -875699.875000 Penalty: 4425.374023
	Iteration 7Q: 3 clusters Score -875699.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -875874.500000 Penalty: 4425.374023
	Iteration 8Q: 3 clusters Score -875874.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -876017.437500 Penalty: 4425.374023
	Iteration 9Q: 3 clusters Score -876017.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -876124.125000 Penalty: 4425.374023
	Iteration 10Q: 3 clusters Score -876124.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -876211.875000 Penalty: 4425.374023
	Iteration 11Q: 3 clusters Score -876211.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -876297.187500 Penalty: 4425.374023
	Iteration 12Q: 3 clusters Score -876297.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -876380.625000 Penalty: 4425.374023
	Iteration 13Q: 3 clusters Score -876380.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -876462.375000 Penalty: 4425.374023
	Iteration 14Q: 3 clusters Score -876462.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -876566.625000 Penalty: 4425.374023
	Iteration 15Q: 3 clusters Score -876566.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -876687.812500 Penalty: 4425.374023
	Iteration 16Q: 3 clusters Score -876687.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -876800.187500 Penalty: 4425.374023
	Iteration 17Q: 3 clusters Score -876800.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -876883.687500 Penalty: 4425.374023
	Iteration 18Q: 3 clusters Score -876883.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -876950.375000 Penalty: 4425.374023
	Iteration 19Q: 3 clusters Score -876950.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -877013.375000 Penalty: 4425.374023
	Iteration 20F: 3 clusters Score -877013.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -877067.250000 Penalty: 4425.374023
	Iteration 21Q: 3 clusters Score -877067.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -877114.250000 Penalty: 4425.374023
	Iteration 22Q: 3 clusters Score -877114.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -877157.687500 Penalty: 4425.374023
	Iteration 23Q: 3 clusters Score -877157.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -877197.687500 Penalty: 4425.374023
	Iteration 24Q: 3 clusters Score -877197.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -877236.750000 Penalty: 4425.374023
	Iteration 25Q: 3 clusters Score -877236.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -877268.000000 Penalty: 4425.374023
	Iteration 26Q: 3 clusters Score -877268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -877292.500000 Penalty: 4425.374023
	Iteration 27Q: 3 clusters Score -877292.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -877310.937500 Penalty: 4425.374023
	Iteration 28Q: 3 clusters Score -877310.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -877323.250000 Penalty: 4425.374023
	Iteration 29Q: 3 clusters Score -877323.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -877337.187500 Penalty: 4425.374023
	Iteration 30Q: 3 clusters Score -877337.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -877353.187500 Penalty: 4425.374023
	Iteration 31Q: 3 clusters Score -877353.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -877367.250000 Penalty: 4425.374023
	Iteration 32Q: 3 clusters Score -877367.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -877383.625000 Penalty: 4425.374023
	Iteration 33Q: 3 clusters Score -877383.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -877396.812500 Penalty: 4425.374023
	Iteration 34Q: 3 clusters Score -877396.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -877408.625000 Penalty: 4425.374023
	Iteration 35Q: 3 clusters Score -877408.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -877413.250000 Penalty: 4425.374023
	Iteration 36Q: 3 clusters Score -877413.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -877419.687500 Penalty: 4425.374023
	Iteration 37Q: 3 clusters Score -877419.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -877428.687500 Penalty: 4425.374023
	Iteration 38Q: 3 clusters Score -877428.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -877432.125000 Penalty: 4425.374023
	Iteration 39Q: 3 clusters Score -877432.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -877438.187500 Penalty: 4425.374023
	Iteration 40F: 3 clusters Score -877438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -877439.562500 Penalty: 4425.374023
	Iteration 41Q: 3 clusters Score -877439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -877443.187500 Penalty: 4425.374023
	Iteration 42Q: 3 clusters Score -877443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -877445.062500 Penalty: 4425.374023
	Iteration 43Q: 3 clusters Score -877445.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -877449.000000 Penalty: 4425.374023
	Iteration 44Q: 3 clusters Score -877449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -877455.062500 Penalty: 4425.374023
	Iteration 45Q: 3 clusters Score -877455.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -877459.875000 Penalty: 4425.374023
	Iteration 46Q: 3 clusters Score -877459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -877461.812500 Penalty: 4425.374023
	Iteration 47Q: 3 clusters Score -877461.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -877463.062500 Penalty: 4425.374023
	Iteration 48Q: 3 clusters Score -877463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -877466.750000 Penalty: 4425.374023
	Iteration 49Q: 3 clusters Score -877466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -877469.062500 Penalty: 4425.374023
	Iteration 50Q: 3 clusters Score -877469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -877469.750000 Penalty: 4425.374023
	Iteration 51Q: 3 clusters Score -877469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -877473.312500 Penalty: 4425.374023
	Iteration 52Q: 3 clusters Score -877473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -877473.687500 Penalty: 4425.374023
	Iteration 53Q: 3 clusters Score -877473.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -877473.687500 Penalty: 4425.374023
	Iteration 54Q: 3 clusters Score -877473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -877474.375000 Penalty: 4425.374023
	Iteration 55Q: 3 clusters Score -877474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -877474.375000 Penalty: 4425.374023
	Iteration 56F: 3 clusters Score -877474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Entering Unmasked Estep 
Score: -1124847.375000 Penalty: 2268.872070
	Iteration 0F: 2 clusters Score -1124847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1117518.250000 Penalty: 4537.744141
	Iteration 0F: 3 clusters Score -1117518 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1119625.000000 Penalty: 4537.744141
	Iteration 1F: 3 clusters Score -1119625 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1119963.375000 Penalty: 4537.744141
	Iteration 2F: 3 clusters Score -1119963 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1120242.875000 Penalty: 4537.744141
	Iteration 3F: 3 clusters Score -1120243 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1120478.750000 Penalty: 4537.744141
	Iteration 4Q: 3 clusters Score -1120479 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1120697.750000 Penalty: 4537.744141
	Iteration 5Q: 3 clusters Score -1120698 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1120926.625000 Penalty: 4537.744141
	Iteration 6Q: 3 clusters Score -1120927 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1121143.250000 Penalty: 4537.744141
	Iteration 7Q: 3 clusters Score -1121143 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1121365.125000 Penalty: 4537.744141
	Iteration 8Q: 3 clusters Score -1121365 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1121564.625000 Penalty: 4537.744141
	Iteration 9Q: 3 clusters Score -1121565 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1121786.250000 Penalty: 4537.744141
	Iteration 10Q: 3 clusters Score -1121786 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1121974.250000 Penalty: 4537.744141
	Iteration 11Q: 3 clusters Score -1121974 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1122107.750000 Penalty: 4537.744141
	Iteration 12Q: 3 clusters Score -1122108 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1122254.000000 Penalty: 4537.744141
	Iteration 13Q: 3 clusters Score -1122254 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1122377.500000 Penalty: 4537.744141
	Iteration 14Q: 3 clusters Score -1122378 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1122457.125000 Penalty: 4537.744141
	Iteration 15Q: 3 clusters Score -1122457 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1122515.625000 Penalty: 4537.744141
	Iteration 16Q: 3 clusters Score -1122516 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1122575.875000 Penalty: 4537.744141
	Iteration 17Q: 3 clusters Score -1122576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1122622.000000 Penalty: 4537.744141
	Iteration 18Q: 3 clusters Score -1122622 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1122675.375000 Penalty: 4537.744141
	Iteration 19Q: 3 clusters Score -1122675 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1122711.875000 Penalty: 4537.744141
	Iteration 20F: 3 clusters Score -1122712 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1122739.875000 Penalty: 4537.744141
	Iteration 21Q: 3 clusters Score -1122740 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1122780.500000 Penalty: 4537.744141
	Iteration 22Q: 3 clusters Score -1122780 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1122815.375000 Penalty: 4537.744141
	Iteration 23Q: 3 clusters Score -1122815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1122846.875000 Penalty: 4537.744141
	Iteration 24Q: 3 clusters Score -1122847 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1122869.000000 Penalty: 4537.744141
	Iteration 25Q: 3 clusters Score -1122869 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1122887.750000 Penalty: 4537.744141
	Iteration 26Q: 3 clusters Score -1122888 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1122906.750000 Penalty: 4537.744141
	Iteration 27Q: 3 clusters Score -1122907 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1122923.000000 Penalty: 4537.744141
	Iteration 28Q: 3 clusters Score -1122923 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1122937.875000 Penalty: 4537.744141
	Iteration 29Q: 3 clusters Score -1122938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1122960.250000 Penalty: 4537.744141
	Iteration 30Q: 3 clusters Score -1122960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1122974.375000 Penalty: 4537.744141
	Iteration 31Q: 3 clusters Score -1122974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1122990.750000 Penalty: 4537.744141
	Iteration 32Q: 3 clusters Score -1122991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1123005.125000 Penalty: 4537.744141
	Iteration 33Q: 3 clusters Score -1123005 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1123019.000000 Penalty: 4537.744141
	Iteration 34Q: 3 clusters Score -1123019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1123030.000000 Penalty: 4537.744141
	Iteration 35Q: 3 clusters Score -1123030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1123037.125000 Penalty: 4537.744141
	Iteration 36Q: 3 clusters Score -1123037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1123042.375000 Penalty: 4537.744141
	Iteration 37Q: 3 clusters Score -1123042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1123046.750000 Penalty: 4537.744141
	Iteration 38Q: 3 clusters Score -1123047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1123051.750000 Penalty: 4537.744141
	Iteration 39Q: 3 clusters Score -1123052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1123055.625000 Penalty: 4537.744141
	Iteration 40F: 3 clusters Score -1123056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1123060.750000 Penalty: 4537.744141
	Iteration 41Q: 3 clusters Score -1123061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1123062.750000 Penalty: 4537.744141
	Iteration 42Q: 3 clusters Score -1123063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1123069.375000 Penalty: 4537.744141
	Iteration 43Q: 3 clusters Score -1123069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1123072.625000 Penalty: 4537.744141
	Iteration 44Q: 3 clusters Score -1123073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1123077.125000 Penalty: 4537.744141
	Iteration 45Q: 3 clusters Score -1123077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1123079.625000 Penalty: 4537.744141
	Iteration 46Q: 3 clusters Score -1123080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1123087.250000 Penalty: 4537.744141
	Iteration 47Q: 3 clusters Score -1123087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1123091.375000 Penalty: 4537.744141
	Iteration 48Q: 3 clusters Score -1123091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1123102.000000 Penalty: 4537.744141
	Iteration 49Q: 3 clusters Score -1123102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1123107.250000 Penalty: 4537.744141
	Iteration 50Q: 3 clusters Score -1123107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1123113.750000 Penalty: 4537.744141
	Iteration 51Q: 3 clusters Score -1123114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1123117.875000 Penalty: 4537.744141
	Iteration 52Q: 3 clusters Score -1123118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1123125.875000 Penalty: 4537.744141
	Iteration 53Q: 3 clusters Score -1123126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1123133.250000 Penalty: 4537.744141
	Iteration 54Q: 3 clusters Score -1123133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1123140.750000 Penalty: 4537.744141
	Iteration 55Q: 3 clusters Score -1123141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1123147.625000 Penalty: 4537.744141
	Iteration 56Q: 3 clusters Score -1123148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1123153.125000 Penalty: 4537.744141
	Iteration 57Q: 3 clusters Score -1123153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1123161.375000 Penalty: 4537.744141
	Iteration 58Q: 3 clusters Score -1123161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1123168.000000 Penalty: 4537.744141
	Iteration 59Q: 3 clusters Score -1123168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1123175.750000 Penalty: 4537.744141
	Iteration 60F: 3 clusters Score -1123176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1123184.875000 Penalty: 4537.744141
	Iteration 61Q: 3 clusters Score -1123185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1123187.875000 Penalty: 4537.744141
	Iteration 62Q: 3 clusters Score -1123188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1123191.625000 Penalty: 4537.744141
	Iteration 63Q: 3 clusters Score -1123192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1123193.375000 Penalty: 4537.744141
	Iteration 64Q: 3 clusters Score -1123193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1123196.125000 Penalty: 4537.744141
	Iteration 65Q: 3 clusters Score -1123196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1123202.125000 Penalty: 4537.744141
	Iteration 66Q: 3 clusters Score -1123202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1123205.875000 Penalty: 4537.744141
	Iteration 67Q: 3 clusters Score -1123206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1123207.875000 Penalty: 4537.744141
	Iteration 68Q: 3 clusters Score -1123208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1123212.250000 Penalty: 4537.744141
	Iteration 69Q: 3 clusters Score -1123212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1123217.250000 Penalty: 4537.744141
	Iteration 70Q: 3 clusters Score -1123217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1123218.000000 Penalty: 4537.744141
	Iteration 71Q: 3 clusters Score -1123218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1123223.500000 Penalty: 4537.744141
	Iteration 72Q: 3 clusters Score -1123224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1123227.125000 Penalty: 4537.744141
	Iteration 73Q: 3 clusters Score -1123227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1123228.625000 Penalty: 4537.744141
	Iteration 74Q: 3 clusters Score -1123229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1123229.500000 Penalty: 4537.744141
	Iteration 75Q: 3 clusters Score -1123230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1123230.250000 Penalty: 4537.744141
	Iteration 76Q: 3 clusters Score -1123230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1123230.750000 Penalty: 4537.744141
	Iteration 77Q: 3 clusters Score -1123231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1123231.500000 Penalty: 4537.744141
	Iteration 78Q: 3 clusters Score -1123232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1123233.750000 Penalty: 4537.744141
	Iteration 79Q: 3 clusters Score -1123234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1123235.250000 Penalty: 4537.744141
	Iteration 80F: 3 clusters Score -1123235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1123237.125000 Penalty: 4537.744141
	Iteration 81Q: 3 clusters Score -1123237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1123237.125000 Penalty: 4537.744141
	Iteration 82F: 3 clusters Score -1123237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Entering Unmasked Estep 
Score: -1431839.000000 Penalty: 2322.592041
	Iteration 0F: 2 clusters Score -1431839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1423082.375000 Penalty: 4645.184082
	Iteration 0F: 3 clusters Score -1423082 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1425638.750000 Penalty: 4645.184082
	Iteration 1F: 3 clusters Score -1425639 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1425961.375000 Penalty: 4645.184082
	Iteration 2F: 3 clusters Score -1425961 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1426171.125000 Penalty: 4645.184082
	Iteration 3Q: 3 clusters Score -1426171 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1426317.250000 Penalty: 4645.184082
	Iteration 4Q: 3 clusters Score -1426317 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1426431.875000 Penalty: 4645.184082
	Iteration 5Q: 3 clusters Score -1426432 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1426544.500000 Penalty: 4645.184082
	Iteration 6Q: 3 clusters Score -1426544 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1426645.500000 Penalty: 4645.184082
	Iteration 7Q: 3 clusters Score -1426646 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1426737.375000 Penalty: 4645.184082
	Iteration 8Q: 3 clusters Score -1426737 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1426813.875000 Penalty: 4645.184082
	Iteration 9Q: 3 clusters Score -1426814 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1426883.500000 Penalty: 4645.184082
	Iteration 10Q: 3 clusters Score -1426884 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1426948.625000 Penalty: 4645.184082
	Iteration 11Q: 3 clusters Score -1426949 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1427014.625000 Penalty: 4645.184082
	Iteration 12Q: 3 clusters Score -1427015 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1427076.000000 Penalty: 4645.184082
	Iteration 13Q: 3 clusters Score -1427076 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1427146.875000 Penalty: 4645.184082
	Iteration 14Q: 3 clusters Score -1427147 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1427216.000000 Penalty: 4645.184082
	Iteration 15Q: 3 clusters Score -1427216 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1427290.375000 Penalty: 4645.184082
	Iteration 16Q: 3 clusters Score -1427290 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1427375.250000 Penalty: 4645.184082
	Iteration 17Q: 3 clusters Score -1427375 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1427481.375000 Penalty: 4645.184082
	Iteration 18Q: 3 clusters Score -1427481 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1427607.875000 Penalty: 4645.184082
	Iteration 19Q: 3 clusters Score -1427608 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1427745.750000 Penalty: 4645.184082
	Iteration 20F: 3 clusters Score -1427746 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1427915.125000 Penalty: 4645.184082
	Iteration 21Q: 3 clusters Score -1427915 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1428141.375000 Penalty: 4645.184082
	Iteration 22Q: 3 clusters Score -1428141 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1428380.000000 Penalty: 4645.184082
	Iteration 23Q: 3 clusters Score -1428380 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1428611.750000 Penalty: 4645.184082
	Iteration 24Q: 3 clusters Score -1428612 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1428817.625000 Penalty: 4645.184082
	Iteration 25Q: 3 clusters Score -1428818 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1429031.875000 Penalty: 4645.184082
	Iteration 26Q: 3 clusters Score -1429032 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1429233.500000 Penalty: 4645.184082
	Iteration 27Q: 3 clusters Score -1429234 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1429424.500000 Penalty: 4645.184082
	Iteration 28Q: 3 clusters Score -1429424 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1429550.375000 Penalty: 4645.184082
	Iteration 29Q: 3 clusters Score -1429550 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1429621.750000 Penalty: 4645.184082
	Iteration 30Q: 3 clusters Score -1429622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1429666.125000 Penalty: 4645.184082
	Iteration 31Q: 3 clusters Score -1429666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1429699.625000 Penalty: 4645.184082
	Iteration 32Q: 3 clusters Score -1429700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1429721.375000 Penalty: 4645.184082
	Iteration 33Q: 3 clusters Score -1429721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1429734.250000 Penalty: 4645.184082
	Iteration 34Q: 3 clusters Score -1429734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1429756.375000 Penalty: 4645.184082
	Iteration 35Q: 3 clusters Score -1429756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1429774.250000 Penalty: 4645.184082
	Iteration 36Q: 3 clusters Score -1429774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1429786.875000 Penalty: 4645.184082
	Iteration 37Q: 3 clusters Score -1429787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1429809.625000 Penalty: 4645.184082
	Iteration 38Q: 3 clusters Score -1429810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1429813.500000 Penalty: 4645.184082
	Iteration 39Q: 3 clusters Score -1429814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1429823.375000 Penalty: 4645.184082
	Iteration 40F: 3 clusters Score -1429823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1429829.500000 Penalty: 4645.184082
	Iteration 41Q: 3 clusters Score -1429830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1429832.875000 Penalty: 4645.184082
	Iteration 42Q: 3 clusters Score -1429833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1429835.625000 Penalty: 4645.184082
	Iteration 43Q: 3 clusters Score -1429836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1429835.625000 Penalty: 4645.184082
	Iteration 44Q: 3 clusters Score -1429836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1429837.375000 Penalty: 4645.184082
	Iteration 45Q: 3 clusters Score -1429837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1429838.125000 Penalty: 4645.184082
	Iteration 46Q: 3 clusters Score -1429838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1429838.500000 Penalty: 4645.184082
	Iteration 47Q: 3 clusters Score -1429838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1429838.500000 Penalty: 4645.184082
	Iteration 48F: 3 clusters Score -1429838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Entering Unmasked Estep 
Score: -971333.937500 Penalty: 2259.983887
	Iteration 0F: 2 clusters Score -971333.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -964309.187500 Penalty: 4519.967773
	Iteration 0F: 3 clusters Score -964309.2 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -966459.687500 Penalty: 4519.967773
	Iteration 1F: 3 clusters Score -966459.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -966898.875000 Penalty: 4519.967773
	Iteration 2F: 3 clusters Score -966898.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -967283.937500 Penalty: 4519.967773
	Iteration 3F: 3 clusters Score -967283.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -967649.062500 Penalty: 4519.967773
	Iteration 4F: 3 clusters Score -967649.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -968008.625000 Penalty: 4519.967773
	Iteration 5F: 3 clusters Score -968008.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -968385.687500 Penalty: 4519.967773
	Iteration 6F: 3 clusters Score -968385.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -968732.750000 Penalty: 4519.967773
	Iteration 7Q: 3 clusters Score -968732.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -969014.875000 Penalty: 4519.967773
	Iteration 8Q: 3 clusters Score -969014.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -969216.062500 Penalty: 4519.967773
	Iteration 9Q: 3 clusters Score -969216.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -969360.312500 Penalty: 4519.967773
	Iteration 10Q: 3 clusters Score -969360.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -969458.375000 Penalty: 4519.967773
	Iteration 11Q: 3 clusters Score -969458.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -969538.625000 Penalty: 4519.967773
	Iteration 12Q: 3 clusters Score -969538.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -969605.562500 Penalty: 4519.967773
	Iteration 13Q: 3 clusters Score -969605.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -969664.687500 Penalty: 4519.967773
	Iteration 14Q: 3 clusters Score -969664.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -969707.312500 Penalty: 4519.967773
	Iteration 15Q: 3 clusters Score -969707.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -969750.625000 Penalty: 4519.967773
	Iteration 16Q: 3 clusters Score -969750.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -969783.000000 Penalty: 4519.967773
	Iteration 17Q: 3 clusters Score -969783 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -969813.750000 Penalty: 4519.967773
	Iteration 18Q: 3 clusters Score -969813.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -969841.500000 Penalty: 4519.967773
	Iteration 19Q: 3 clusters Score -969841.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -969867.687500 Penalty: 4519.967773
	Iteration 20F: 3 clusters Score -969867.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -969891.000000 Penalty: 4519.967773
	Iteration 21Q: 3 clusters Score -969891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -969913.000000 Penalty: 4519.967773
	Iteration 22Q: 3 clusters Score -969913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -969928.500000 Penalty: 4519.967773
	Iteration 23Q: 3 clusters Score -969928.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -969935.625000 Penalty: 4519.967773
	Iteration 24Q: 3 clusters Score -969935.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -969946.812500 Penalty: 4519.967773
	Iteration 25Q: 3 clusters Score -969946.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -969952.062500 Penalty: 4519.967773
	Iteration 26Q: 3 clusters Score -969952.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -969955.937500 Penalty: 4519.967773
	Iteration 27Q: 3 clusters Score -969955.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -969956.312500 Penalty: 4519.967773
	Iteration 28Q: 3 clusters Score -969956.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -969956.500000 Penalty: 4519.967773
	Iteration 29Q: 3 clusters Score -969956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -969958.375000 Penalty: 4519.967773
	Iteration 30Q: 3 clusters Score -969958.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -969961.562500 Penalty: 4519.967773
	Iteration 31Q: 3 clusters Score -969961.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -969962.437500 Penalty: 4519.967773
	Iteration 32Q: 3 clusters Score -969962.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -969964.312500 Penalty: 4519.967773
	Iteration 33Q: 3 clusters Score -969964.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -969968.312500 Penalty: 4519.967773
	Iteration 34Q: 3 clusters Score -969968.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -969969.750000 Penalty: 4519.967773
	Iteration 35Q: 3 clusters Score -969969.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -969976.000000 Penalty: 4519.967773
	Iteration 36Q: 3 clusters Score -969976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -969977.625000 Penalty: 4519.967773
	Iteration 37Q: 3 clusters Score -969977.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -969984.875000 Penalty: 4519.967773
	Iteration 38Q: 3 clusters Score -969984.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -969987.312500 Penalty: 4519.967773
	Iteration 39Q: 3 clusters Score -969987.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -969988.500000 Penalty: 4519.967773
	Iteration 40F: 3 clusters Score -969988.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -969989.750000 Penalty: 4519.967773
	Iteration 41Q: 3 clusters Score -969989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -969993.375000 Penalty: 4519.967773
	Iteration 42Q: 3 clusters Score -969993.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -969996.750000 Penalty: 4519.967773
	Iteration 43Q: 3 clusters Score -969996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -970000.312500 Penalty: 4519.967773
	Iteration 44Q: 3 clusters Score -970000.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -970001.687500 Penalty: 4519.967773
	Iteration 45Q: 3 clusters Score -970001.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -970006.250000 Penalty: 4519.967773
	Iteration 46Q: 3 clusters Score -970006.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -970007.375000 Penalty: 4519.967773
	Iteration 47Q: 3 clusters Score -970007.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -970010.500000 Penalty: 4519.967773
	Iteration 48Q: 3 clusters Score -970010.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -970012.375000 Penalty: 4519.967773
	Iteration 49Q: 3 clusters Score -970012.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -970014.000000 Penalty: 4519.967773
	Iteration 50Q: 3 clusters Score -970014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -970013.750000 Penalty: 4519.967773
	Iteration 51Q: 3 clusters Score -970013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -970013.750000 Penalty: 4519.967773
	Iteration 52F: 3 clusters Score -970013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Entering Unmasked Estep 
Score: -2124439.750000 Penalty: 2428.803223
	Iteration 0F: 2 clusters Score -2124440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2111606.250000 Penalty: 4857.606445
	Iteration 0F: 3 clusters Score -2111606 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2115932.000000 Penalty: 4857.606445
	Iteration 1F: 3 clusters Score -2115932 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2116529.500000 Penalty: 4857.606445
	Iteration 2F: 3 clusters Score -2116530 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2117142.750000 Penalty: 4857.606445
	Iteration 3F: 3 clusters Score -2117143 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2117811.000000 Penalty: 4857.606445
	Iteration 4F: 3 clusters Score -2117811 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2118459.000000 Penalty: 4857.606445
	Iteration 5F: 3 clusters Score -2118459 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2118972.250000 Penalty: 4857.606445
	Iteration 6F: 3 clusters Score -2118972 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2119414.000000 Penalty: 4857.606445
	Iteration 7Q: 3 clusters Score -2119414 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2119810.750000 Penalty: 4857.606445
	Iteration 8Q: 3 clusters Score -2119811 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2120156.500000 Penalty: 4857.606445
	Iteration 9Q: 3 clusters Score -2120156 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2120454.000000 Penalty: 4857.606445
	Iteration 10Q: 3 clusters Score -2120454 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2120674.750000 Penalty: 4857.606445
	Iteration 11Q: 3 clusters Score -2120675 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2120896.000000 Penalty: 4857.606445
	Iteration 12Q: 3 clusters Score -2120896 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2121098.250000 Penalty: 4857.606445
	Iteration 13Q: 3 clusters Score -2121098 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2121265.500000 Penalty: 4857.606445
	Iteration 14Q: 3 clusters Score -2121266 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2121419.500000 Penalty: 4857.606445
	Iteration 15Q: 3 clusters Score -2121420 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2121534.250000 Penalty: 4857.606445
	Iteration 16Q: 3 clusters Score -2121534 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2121649.750000 Penalty: 4857.606445
	Iteration 17Q: 3 clusters Score -2121650 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2121779.500000 Penalty: 4857.606445
	Iteration 18Q: 3 clusters Score -2121780 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2121890.250000 Penalty: 4857.606445
	Iteration 19Q: 3 clusters Score -2121890 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2122009.750000 Penalty: 4857.606445
	Iteration 20F: 3 clusters Score -2122010 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2122133.250000 Penalty: 4857.606445
	Iteration 21Q: 3 clusters Score -2122133 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2122251.750000 Penalty: 4857.606445
	Iteration 22Q: 3 clusters Score -2122252 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2122346.750000 Penalty: 4857.606445
	Iteration 23Q: 3 clusters Score -2122347 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2122437.000000 Penalty: 4857.606445
	Iteration 24Q: 3 clusters Score -2122437 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2122512.250000 Penalty: 4857.606445
	Iteration 25Q: 3 clusters Score -2122512 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2122581.000000 Penalty: 4857.606445
	Iteration 26Q: 3 clusters Score -2122581 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2122628.500000 Penalty: 4857.606445
	Iteration 27Q: 3 clusters Score -2122628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2122656.000000 Penalty: 4857.606445
	Iteration 28Q: 3 clusters Score -2122656 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2122691.000000 Penalty: 4857.606445
	Iteration 29Q: 3 clusters Score -2122691 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2122716.500000 Penalty: 4857.606445
	Iteration 30Q: 3 clusters Score -2122716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2122727.750000 Penalty: 4857.606445
	Iteration 31Q: 3 clusters Score -2122728 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2122744.500000 Penalty: 4857.606445
	Iteration 32Q: 3 clusters Score -2122744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2122755.000000 Penalty: 4857.606445
	Iteration 33Q: 3 clusters Score -2122755 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2122768.250000 Penalty: 4857.606445
	Iteration 34Q: 3 clusters Score -2122768 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2122787.250000 Penalty: 4857.606445
	Iteration 35Q: 3 clusters Score -2122787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2122813.250000 Penalty: 4857.606445
	Iteration 36Q: 3 clusters Score -2122813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2122830.750000 Penalty: 4857.606445
	Iteration 37Q: 3 clusters Score -2122831 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2122838.500000 Penalty: 4857.606445
	Iteration 38Q: 3 clusters Score -2122838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2122851.500000 Penalty: 4857.606445
	Iteration 39Q: 3 clusters Score -2122852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -2122865.000000 Penalty: 4857.606445
	Iteration 40F: 3 clusters Score -2122865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2122882.500000 Penalty: 4857.606445
	Iteration 41Q: 3 clusters Score -2122882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2122895.000000 Penalty: 4857.606445
	Iteration 42Q: 3 clusters Score -2122895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2122922.750000 Penalty: 4857.606445
	Iteration 43Q: 3 clusters Score -2122923 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2122972.500000 Penalty: 4857.606445
	Iteration 44Q: 3 clusters Score -2122972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2123028.250000 Penalty: 4857.606445
	Iteration 45Q: 3 clusters Score -2123028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2123116.750000 Penalty: 4857.606445
	Iteration 46Q: 3 clusters Score -2123117 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2123235.250000 Penalty: 4857.606445
	Iteration 47Q: 3 clusters Score -2123235 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2123315.000000 Penalty: 4857.606445
	Iteration 48Q: 3 clusters Score -2123315 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2123367.250000 Penalty: 4857.606445
	Iteration 49Q: 3 clusters Score -2123367 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2123411.500000 Penalty: 4857.606445
	Iteration 50Q: 3 clusters Score -2123412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2123445.750000 Penalty: 4857.606445
	Iteration 51Q: 3 clusters Score -2123446 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2123472.000000 Penalty: 4857.606445
	Iteration 52Q: 3 clusters Score -2123472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2123482.500000 Penalty: 4857.606445
	Iteration 53Q: 3 clusters Score -2123482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2123489.500000 Penalty: 4857.606445
	Iteration 54Q: 3 clusters Score -2123490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2123487.000000 Penalty: 4857.606445
	Iteration 55Q: 3 clusters Score -2123487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2123489.250000 Penalty: 4857.606445
	Iteration 56Q: 3 clusters Score -2123489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2123487.750000 Penalty: 4857.606445
	Iteration 57Q: 3 clusters Score -2123488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2123487.500000 Penalty: 4857.606445
	Iteration 58Q: 3 clusters Score -2123488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2123490.250000 Penalty: 4857.606445
	Iteration 59Q: 3 clusters Score -2123490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2123493.250000 Penalty: 4857.606445
	Iteration 60F: 3 clusters Score -2123493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2123496.250000 Penalty: 4857.606445
	Iteration 61Q: 3 clusters Score -2123496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2123492.250000 Penalty: 4857.606445
	Iteration 62Q: 3 clusters Score -2123492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2123493.000000 Penalty: 4857.606445
	Iteration 63Q: 3 clusters Score -2123493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2123492.500000 Penalty: 4857.606445
	Iteration 64Q: 3 clusters Score -2123492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2123495.000000 Penalty: 4857.606445
	Iteration 65Q: 3 clusters Score -2123495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2123494.250000 Penalty: 4857.606445
	Iteration 66Q: 3 clusters Score -2123494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2123492.500000 Penalty: 4857.606445
	Iteration 67Q: 3 clusters Score -2123492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2123495.750000 Penalty: 4857.606445
	Iteration 68Q: 3 clusters Score -2123496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2123497.000000 Penalty: 4857.606445
	Iteration 69Q: 3 clusters Score -2123497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2123497.750000 Penalty: 4857.606445
	Iteration 70Q: 3 clusters Score -2123498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2123494.500000 Penalty: 4857.606445
	Iteration 71Q: 3 clusters Score -2123494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2123497.500000 Penalty: 4857.606445
	Iteration 72Q: 3 clusters Score -2123498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2123497.500000 Penalty: 4857.606445
	Iteration 73F: 3 clusters Score -2123498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -322754.062500 Penalty: 1961.553467
	Iteration 0F: 2 clusters Score -322754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -319699.406250 Penalty: 3923.106934
	Iteration 0F: 3 clusters Score -319699.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -320318.593750 Penalty: 3923.106934
	Iteration 1F: 3 clusters Score -320318.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -320516.093750 Penalty: 3923.106934
	Iteration 2F: 3 clusters Score -320516.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -320628.375000 Penalty: 3923.106934
	Iteration 3F: 3 clusters Score -320628.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -320708.937500 Penalty: 3923.106934
	Iteration 4Q: 3 clusters Score -320708.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -320779.625000 Penalty: 3923.106934
	Iteration 5Q: 3 clusters Score -320779.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -320845.812500 Penalty: 3923.106934
	Iteration 6Q: 3 clusters Score -320845.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -320895.531250 Penalty: 3923.106934
	Iteration 7Q: 3 clusters Score -320895.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -320936.687500 Penalty: 3923.106934
	Iteration 8Q: 3 clusters Score -320936.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -320965.093750 Penalty: 3923.106934
	Iteration 9Q: 3 clusters Score -320965.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -320990.125000 Penalty: 3923.106934
	Iteration 10Q: 3 clusters Score -320990.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -321009.500000 Penalty: 3923.106934
	Iteration 11Q: 3 clusters Score -321009.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -321021.656250 Penalty: 3923.106934
	Iteration 12Q: 3 clusters Score -321021.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -321032.000000 Penalty: 3923.106934
	Iteration 13Q: 3 clusters Score -321032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -321038.312500 Penalty: 3923.106934
	Iteration 14Q: 3 clusters Score -321038.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -321044.375000 Penalty: 3923.106934
	Iteration 15Q: 3 clusters Score -321044.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -321050.187500 Penalty: 3923.106934
	Iteration 16Q: 3 clusters Score -321050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -321061.281250 Penalty: 3923.106934
	Iteration 17Q: 3 clusters Score -321061.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -321068.625000 Penalty: 3923.106934
	Iteration 18Q: 3 clusters Score -321068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -321076.406250 Penalty: 3923.106934
	Iteration 19Q: 3 clusters Score -321076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -321085.625000 Penalty: 3923.106934
	Iteration 20F: 3 clusters Score -321085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -321091.750000 Penalty: 3923.106934
	Iteration 21Q: 3 clusters Score -321091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -321095.312500 Penalty: 3923.106934
	Iteration 22Q: 3 clusters Score -321095.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -321100.656250 Penalty: 3923.106934
	Iteration 23Q: 3 clusters Score -321100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -321104.906250 Penalty: 3923.106934
	Iteration 24Q: 3 clusters Score -321104.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -321108.625000 Penalty: 3923.106934
	Iteration 25Q: 3 clusters Score -321108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -321110.500000 Penalty: 3923.106934
	Iteration 26Q: 3 clusters Score -321110.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -321111.968750 Penalty: 3923.106934
	Iteration 27Q: 3 clusters Score -321112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -321112.468750 Penalty: 3923.106934
	Iteration 28Q: 3 clusters Score -321112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -321114.312500 Penalty: 3923.106934
	Iteration 29Q: 3 clusters Score -321114.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -321118.437500 Penalty: 3923.106934
	Iteration 30Q: 3 clusters Score -321118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -321121.093750 Penalty: 3923.106934
	Iteration 31Q: 3 clusters Score -321121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -321123.125000 Penalty: 3923.106934
	Iteration 32Q: 3 clusters Score -321123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -321126.406250 Penalty: 3923.106934
	Iteration 33Q: 3 clusters Score -321126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -321128.218750 Penalty: 3923.106934
	Iteration 34Q: 3 clusters Score -321128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -321130.781250 Penalty: 3923.106934
	Iteration 35Q: 3 clusters Score -321130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -321132.000000 Penalty: 3923.106934
	Iteration 36Q: 3 clusters Score -321132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -321132.000000 Penalty: 3923.106934
	Iteration 37F: 3 clusters Score -321132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Entering Unmasked Estep 
Score: -2370105.250000 Penalty: 2451.370850
	Iteration 0F: 2 clusters Score -2370105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2356328.000000 Penalty: 4902.741699
	Iteration 0F: 3 clusters Score -2356328 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2360832.000000 Penalty: 4902.741699
	Iteration 1F: 3 clusters Score -2360832 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2361186.500000 Penalty: 4902.741699
	Iteration 2F: 3 clusters Score -2361186 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2361536.750000 Penalty: 4902.741699
	Iteration 3Q: 3 clusters Score -2361537 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2361882.500000 Penalty: 4902.741699
	Iteration 4Q: 3 clusters Score -2361882 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2362249.750000 Penalty: 4902.741699
	Iteration 5Q: 3 clusters Score -2362250 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2362675.000000 Penalty: 4902.741699
	Iteration 6Q: 3 clusters Score -2362675 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2363108.000000 Penalty: 4902.741699
	Iteration 7Q: 3 clusters Score -2363108 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2363572.000000 Penalty: 4902.741699
	Iteration 8Q: 3 clusters Score -2363572 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2364110.500000 Penalty: 4902.741699
	Iteration 9Q: 3 clusters Score -2364110 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2364593.500000 Penalty: 4902.741699
	Iteration 10Q: 3 clusters Score -2364594 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2364994.250000 Penalty: 4902.741699
	Iteration 11Q: 3 clusters Score -2364994 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2365313.250000 Penalty: 4902.741699
	Iteration 12Q: 3 clusters Score -2365313 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2365576.250000 Penalty: 4902.741699
	Iteration 13Q: 3 clusters Score -2365576 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2365800.500000 Penalty: 4902.741699
	Iteration 14Q: 3 clusters Score -2365800 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2366025.750000 Penalty: 4902.741699
	Iteration 15Q: 3 clusters Score -2366026 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2366222.250000 Penalty: 4902.741699
	Iteration 16Q: 3 clusters Score -2366222 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2366443.000000 Penalty: 4902.741699
	Iteration 17Q: 3 clusters Score -2366443 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2366656.500000 Penalty: 4902.741699
	Iteration 18Q: 3 clusters Score -2366656 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2366848.000000 Penalty: 4902.741699
	Iteration 19Q: 3 clusters Score -2366848 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2367031.500000 Penalty: 4902.741699
	Iteration 20F: 3 clusters Score -2367032 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2367156.000000 Penalty: 4902.741699
	Iteration 21Q: 3 clusters Score -2367156 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2367266.000000 Penalty: 4902.741699
	Iteration 22Q: 3 clusters Score -2367266 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2367369.500000 Penalty: 4902.741699
	Iteration 23Q: 3 clusters Score -2367370 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2367455.000000 Penalty: 4902.741699
	Iteration 24Q: 3 clusters Score -2367455 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2367517.500000 Penalty: 4902.741699
	Iteration 25Q: 3 clusters Score -2367518 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2367600.500000 Penalty: 4902.741699
	Iteration 26Q: 3 clusters Score -2367600 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2367692.250000 Penalty: 4902.741699
	Iteration 27Q: 3 clusters Score -2367692 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2367776.750000 Penalty: 4902.741699
	Iteration 28Q: 3 clusters Score -2367777 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2367847.500000 Penalty: 4902.741699
	Iteration 29Q: 3 clusters Score -2367848 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2367885.750000 Penalty: 4902.741699
	Iteration 30Q: 3 clusters Score -2367886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2367928.250000 Penalty: 4902.741699
	Iteration 31Q: 3 clusters Score -2367928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2367952.250000 Penalty: 4902.741699
	Iteration 32Q: 3 clusters Score -2367952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2367995.000000 Penalty: 4902.741699
	Iteration 33Q: 3 clusters Score -2367995 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2368032.000000 Penalty: 4902.741699
	Iteration 34Q: 3 clusters Score -2368032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2368070.750000 Penalty: 4902.741699
	Iteration 35Q: 3 clusters Score -2368071 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2368111.750000 Penalty: 4902.741699
	Iteration 36Q: 3 clusters Score -2368112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2368143.000000 Penalty: 4902.741699
	Iteration 37Q: 3 clusters Score -2368143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2368174.750000 Penalty: 4902.741699
	Iteration 38Q: 3 clusters Score -2368175 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2368208.000000 Penalty: 4902.741699
	Iteration 39Q: 3 clusters Score -2368208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2368225.250000 Penalty: 4902.741699
	Iteration 40F: 3 clusters Score -2368225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2368241.250000 Penalty: 4902.741699
	Iteration 41Q: 3 clusters Score -2368241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2368261.000000 Penalty: 4902.741699
	Iteration 42Q: 3 clusters Score -2368261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2368275.500000 Penalty: 4902.741699
	Iteration 43Q: 3 clusters Score -2368276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2368277.000000 Penalty: 4902.741699
	Iteration 44Q: 3 clusters Score -2368277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2368287.750000 Penalty: 4902.741699
	Iteration 45Q: 3 clusters Score -2368288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2368298.500000 Penalty: 4902.741699
	Iteration 46Q: 3 clusters Score -2368298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2368305.750000 Penalty: 4902.741699
	Iteration 47Q: 3 clusters Score -2368306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2368312.250000 Penalty: 4902.741699
	Iteration 48Q: 3 clusters Score -2368312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2368319.250000 Penalty: 4902.741699
	Iteration 49Q: 3 clusters Score -2368319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2368326.000000 Penalty: 4902.741699
	Iteration 50Q: 3 clusters Score -2368326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2368331.500000 Penalty: 4902.741699
	Iteration 51Q: 3 clusters Score -2368332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2368342.750000 Penalty: 4902.741699
	Iteration 52Q: 3 clusters Score -2368343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2368344.250000 Penalty: 4902.741699
	Iteration 53Q: 3 clusters Score -2368344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2368347.000000 Penalty: 4902.741699
	Iteration 54Q: 3 clusters Score -2368347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2368349.250000 Penalty: 4902.741699
	Iteration 55Q: 3 clusters Score -2368349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2368351.500000 Penalty: 4902.741699
	Iteration 56Q: 3 clusters Score -2368352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2368359.000000 Penalty: 4902.741699
	Iteration 57Q: 3 clusters Score -2368359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2368362.000000 Penalty: 4902.741699
	Iteration 58Q: 3 clusters Score -2368362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2368361.500000 Penalty: 4902.741699
	Iteration 59Q: 3 clusters Score -2368362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2368364.750000 Penalty: 4902.741699
	Iteration 60F: 3 clusters Score -2368365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2368368.750000 Penalty: 4902.741699
	Iteration 61Q: 3 clusters Score -2368369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2368371.750000 Penalty: 4902.741699
	Iteration 62Q: 3 clusters Score -2368372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2368375.250000 Penalty: 4902.741699
	Iteration 63Q: 3 clusters Score -2368375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2368375.250000 Penalty: 4902.741699
	Iteration 64Q: 3 clusters Score -2368375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2368381.750000 Penalty: 4902.741699
	Iteration 65Q: 3 clusters Score -2368382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2368384.750000 Penalty: 4902.741699
	Iteration 66Q: 3 clusters Score -2368385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2368393.750000 Penalty: 4902.741699
	Iteration 67Q: 3 clusters Score -2368394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2368397.250000 Penalty: 4902.741699
	Iteration 68Q: 3 clusters Score -2368397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2368408.000000 Penalty: 4902.741699
	Iteration 69Q: 3 clusters Score -2368408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2368405.750000 Penalty: 4902.741699
	Iteration 70Q: 3 clusters Score -2368406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2368411.000000 Penalty: 4902.741699
	Iteration 71Q: 3 clusters Score -2368411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2368415.250000 Penalty: 4902.741699
	Iteration 72Q: 3 clusters Score -2368415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2368414.250000 Penalty: 4902.741699
	Iteration 73Q: 3 clusters Score -2368414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2368417.000000 Penalty: 4902.741699
	Iteration 74Q: 3 clusters Score -2368417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2368411.500000 Penalty: 4902.741699
	Iteration 75Q: 3 clusters Score -2368412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2368415.500000 Penalty: 4902.741699
	Iteration 76Q: 3 clusters Score -2368416 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2368416.750000 Penalty: 4902.741699
	Iteration 77Q: 3 clusters Score -2368417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2368416.500000 Penalty: 4902.741699
	Iteration 78Q: 3 clusters Score -2368416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2368421.750000 Penalty: 4902.741699
	Iteration 79Q: 3 clusters Score -2368422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2368424.250000 Penalty: 4902.741699
	Iteration 80F: 3 clusters Score -2368424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2368424.500000 Penalty: 4902.741699
	Iteration 81Q: 3 clusters Score -2368424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2368434.250000 Penalty: 4902.741699
	Iteration 82Q: 3 clusters Score -2368434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2368435.250000 Penalty: 4902.741699
	Iteration 83Q: 3 clusters Score -2368435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2368430.750000 Penalty: 4902.741699
	Iteration 84Q: 3 clusters Score -2368431 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2368433.500000 Penalty: 4902.741699
	Iteration 85Q: 3 clusters Score -2368434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2368432.750000 Penalty: 4902.741699
	Iteration 86Q: 3 clusters Score -2368433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2368434.250000 Penalty: 4902.741699
	Iteration 87Q: 3 clusters Score -2368434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2368435.750000 Penalty: 4902.741699
	Iteration 88Q: 3 clusters Score -2368436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2368438.500000 Penalty: 4902.741699
	Iteration 89Q: 3 clusters Score -2368438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2368445.000000 Penalty: 4902.741699
	Iteration 90Q: 3 clusters Score -2368445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2368442.500000 Penalty: 4902.741699
	Iteration 91Q: 3 clusters Score -2368442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2368446.000000 Penalty: 4902.741699
	Iteration 92Q: 3 clusters Score -2368446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2368446.500000 Penalty: 4902.741699
	Iteration 93Q: 3 clusters Score -2368446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2368447.250000 Penalty: 4902.741699
	Iteration 94Q: 3 clusters Score -2368447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2368447.750000 Penalty: 4902.741699
	Iteration 95Q: 3 clusters Score -2368448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2368448.250000 Penalty: 4902.741699
	Iteration 96Q: 3 clusters Score -2368448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2368453.000000 Penalty: 4902.741699
	Iteration 97Q: 3 clusters Score -2368453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2368451.250000 Penalty: 4902.741699
	Iteration 98Q: 3 clusters Score -2368451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2368450.750000 Penalty: 4902.741699
	Iteration 99Q: 3 clusters Score -2368451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2368446.750000 Penalty: 4902.741699
	Iteration 100F: 3 clusters Score -2368447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -628618.750000 Penalty: 2122.800049
	Iteration 0F: 2 clusters Score -628618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -624027.500000 Penalty: 4245.600098
	Iteration 0F: 3 clusters Score -624027.5 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -625103.687500 Penalty: 4245.600098
	Iteration 1F: 3 clusters Score -625103.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -625367.437500 Penalty: 4245.600098
	Iteration 2F: 3 clusters Score -625367.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -625547.750000 Penalty: 4245.600098
	Iteration 3F: 3 clusters Score -625547.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -625700.000000 Penalty: 4245.600098
	Iteration 4Q: 3 clusters Score -625700 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -625856.687500 Penalty: 4245.600098
	Iteration 5Q: 3 clusters Score -625856.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -626009.312500 Penalty: 4245.600098
	Iteration 6Q: 3 clusters Score -626009.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -626199.500000 Penalty: 4245.600098
	Iteration 7Q: 3 clusters Score -626199.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -626383.312500 Penalty: 4245.600098
	Iteration 8Q: 3 clusters Score -626383.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -626565.750000 Penalty: 4245.600098
	Iteration 9Q: 3 clusters Score -626565.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -626702.500000 Penalty: 4245.600098
	Iteration 10Q: 3 clusters Score -626702.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -626796.500000 Penalty: 4245.600098
	Iteration 11Q: 3 clusters Score -626796.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -626873.062500 Penalty: 4245.600098
	Iteration 12Q: 3 clusters Score -626873.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -626940.250000 Penalty: 4245.600098
	Iteration 13Q: 3 clusters Score -626940.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -626996.187500 Penalty: 4245.600098
	Iteration 14Q: 3 clusters Score -626996.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -627043.812500 Penalty: 4245.600098
	Iteration 15Q: 3 clusters Score -627043.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -627080.500000 Penalty: 4245.600098
	Iteration 16Q: 3 clusters Score -627080.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -627103.750000 Penalty: 4245.600098
	Iteration 17Q: 3 clusters Score -627103.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -627120.500000 Penalty: 4245.600098
	Iteration 18Q: 3 clusters Score -627120.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -627133.000000 Penalty: 4245.600098
	Iteration 19Q: 3 clusters Score -627133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -627143.812500 Penalty: 4245.600098
	Iteration 20F: 3 clusters Score -627143.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -627153.937500 Penalty: 4245.600098
	Iteration 21Q: 3 clusters Score -627153.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -627160.312500 Penalty: 4245.600098
	Iteration 22Q: 3 clusters Score -627160.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -627165.687500 Penalty: 4245.600098
	Iteration 23Q: 3 clusters Score -627165.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -627173.312500 Penalty: 4245.600098
	Iteration 24Q: 3 clusters Score -627173.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -627177.000000 Penalty: 4245.600098
	Iteration 25Q: 3 clusters Score -627177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -627183.062500 Penalty: 4245.600098
	Iteration 26Q: 3 clusters Score -627183.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -627188.375000 Penalty: 4245.600098
	Iteration 27Q: 3 clusters Score -627188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -627192.750000 Penalty: 4245.600098
	Iteration 28Q: 3 clusters Score -627192.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -627193.687500 Penalty: 4245.600098
	Iteration 29Q: 3 clusters Score -627193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -627198.375000 Penalty: 4245.600098
	Iteration 30Q: 3 clusters Score -627198.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -627200.750000 Penalty: 4245.600098
	Iteration 31Q: 3 clusters Score -627200.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -627204.000000 Penalty: 4245.600098
	Iteration 32Q: 3 clusters Score -627204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -627202.500000 Penalty: 4245.600098
	Iteration 33Q: 3 clusters Score -627202.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -627206.125000 Penalty: 4245.600098
	Iteration 34Q: 3 clusters Score -627206.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -627208.250000 Penalty: 4245.600098
	Iteration 35Q: 3 clusters Score -627208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -627209.187500 Penalty: 4245.600098
	Iteration 36Q: 3 clusters Score -627209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -627209.375000 Penalty: 4245.600098
	Iteration 37Q: 3 clusters Score -627209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -627211.187500 Penalty: 4245.600098
	Iteration 38Q: 3 clusters Score -627211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -627211.437500 Penalty: 4245.600098
	Iteration 39Q: 3 clusters Score -627211.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -627211.812500 Penalty: 4245.600098
	Iteration 40F: 3 clusters Score -627211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Entering Unmasked Estep 
Score: -286404.875000 Penalty: 1928.476562
	Iteration 0F: 2 clusters Score -286404.9 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 1170 members 
Entering Unmasked Estep 
Score: -283530.812500 Penalty: 3856.953125
	Iteration 0F: 3 clusters Score -283530.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -284092.281250 Penalty: 3856.953125
	Iteration 1F: 3 clusters Score -284092.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -284229.406250 Penalty: 3856.953125
	Iteration 2F: 3 clusters Score -284229.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -284308.406250 Penalty: 3856.953125
	Iteration 3Q: 3 clusters Score -284308.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -284365.156250 Penalty: 3856.953125
	Iteration 4Q: 3 clusters Score -284365.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -284409.156250 Penalty: 3856.953125
	Iteration 5Q: 3 clusters Score -284409.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -284439.500000 Penalty: 3856.953125
	Iteration 6Q: 3 clusters Score -284439.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -284457.750000 Penalty: 3856.953125
	Iteration 7Q: 3 clusters Score -284457.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -284473.500000 Penalty: 3856.953125
	Iteration 8Q: 3 clusters Score -284473.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -284493.187500 Penalty: 3856.953125
	Iteration 9Q: 3 clusters Score -284493.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -284505.843750 Penalty: 3856.953125
	Iteration 10Q: 3 clusters Score -284505.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -284515.593750 Penalty: 3856.953125
	Iteration 11Q: 3 clusters Score -284515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -284525.187500 Penalty: 3856.953125
	Iteration 12Q: 3 clusters Score -284525.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -284540.468750 Penalty: 3856.953125
	Iteration 13Q: 3 clusters Score -284540.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -284558.593750 Penalty: 3856.953125
	Iteration 14Q: 3 clusters Score -284558.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -284578.125000 Penalty: 3856.953125
	Iteration 15Q: 3 clusters Score -284578.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -284597.906250 Penalty: 3856.953125
	Iteration 16Q: 3 clusters Score -284597.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -284613.031250 Penalty: 3856.953125
	Iteration 17Q: 3 clusters Score -284613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -284628.781250 Penalty: 3856.953125
	Iteration 18Q: 3 clusters Score -284628.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -284640.562500 Penalty: 3856.953125
	Iteration 19Q: 3 clusters Score -284640.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -284651.812500 Penalty: 3856.953125
	Iteration 20F: 3 clusters Score -284651.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -284661.125000 Penalty: 3856.953125
	Iteration 21Q: 3 clusters Score -284661.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -284672.156250 Penalty: 3856.953125
	Iteration 22Q: 3 clusters Score -284672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -284676.187500 Penalty: 3856.953125
	Iteration 23Q: 3 clusters Score -284676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -284684.687500 Penalty: 3856.953125
	Iteration 24Q: 3 clusters Score -284684.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -284693.906250 Penalty: 3856.953125
	Iteration 25Q: 3 clusters Score -284693.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -284698.875000 Penalty: 3856.953125
	Iteration 26Q: 3 clusters Score -284698.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -284704.093750 Penalty: 3856.953125
	Iteration 27Q: 3 clusters Score -284704.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -284710.437500 Penalty: 3856.953125
	Iteration 28Q: 3 clusters Score -284710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -284716.625000 Penalty: 3856.953125
	Iteration 29Q: 3 clusters Score -284716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -284720.031250 Penalty: 3856.953125
	Iteration 30Q: 3 clusters Score -284720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -284724.281250 Penalty: 3856.953125
	Iteration 31Q: 3 clusters Score -284724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -284729.031250 Penalty: 3856.953125
	Iteration 32Q: 3 clusters Score -284729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -284732.937500 Penalty: 3856.953125
	Iteration 33Q: 3 clusters Score -284732.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -284734.937500 Penalty: 3856.953125
	Iteration 34Q: 3 clusters Score -284734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -284737.812500 Penalty: 3856.953125
	Iteration 35Q: 3 clusters Score -284737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -284739.625000 Penalty: 3856.953125
	Iteration 36Q: 3 clusters Score -284739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -284740.156250 Penalty: 3856.953125
	Iteration 37Q: 3 clusters Score -284740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -284741.281250 Penalty: 3856.953125
	Iteration 38Q: 3 clusters Score -284741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -284741.812500 Penalty: 3856.953125
	Iteration 39Q: 3 clusters Score -284741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -284741.812500 Penalty: 3856.953125
	Iteration 40F: 3 clusters Score -284741.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Entering Unmasked Estep 
Score: -2682477.500000 Penalty: 2482.938477
	Iteration 0F: 2 clusters Score -2682478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2666949.750000 Penalty: 4965.876953
	Iteration 0F: 3 clusters Score -2666950 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2672198.250000 Penalty: 4965.876953
	Iteration 1F: 3 clusters Score -2672198 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2672574.250000 Penalty: 4965.876953
	Iteration 2F: 3 clusters Score -2672574 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2672870.500000 Penalty: 4965.876953
	Iteration 3Q: 3 clusters Score -2672870 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2673138.750000 Penalty: 4965.876953
	Iteration 4Q: 3 clusters Score -2673139 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2673427.250000 Penalty: 4965.876953
	Iteration 5Q: 3 clusters Score -2673427 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2673787.000000 Penalty: 4965.876953
	Iteration 6Q: 3 clusters Score -2673787 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2674201.500000 Penalty: 4965.876953
	Iteration 7Q: 3 clusters Score -2674202 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2674737.250000 Penalty: 4965.876953
	Iteration 8Q: 3 clusters Score -2674737 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2675431.500000 Penalty: 4965.876953
	Iteration 9Q: 3 clusters Score -2675432 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2676251.750000 Penalty: 4965.876953
	Iteration 10F: 3 clusters Score -2676252 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2677099.250000 Penalty: 4965.876953
	Iteration 11F: 3 clusters Score -2677099 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2677882.000000 Penalty: 4965.876953
	Iteration 12Q: 3 clusters Score -2677882 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2678626.250000 Penalty: 4965.876953
	Iteration 13Q: 3 clusters Score -2678626 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2679283.750000 Penalty: 4965.876953
	Iteration 14Q: 3 clusters Score -2679284 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2679825.750000 Penalty: 4965.876953
	Iteration 15Q: 3 clusters Score -2679826 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2680238.500000 Penalty: 4965.876953
	Iteration 16Q: 3 clusters Score -2680238 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2680579.500000 Penalty: 4965.876953
	Iteration 17Q: 3 clusters Score -2680580 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2680890.250000 Penalty: 4965.876953
	Iteration 18Q: 3 clusters Score -2680890 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2681155.750000 Penalty: 4965.876953
	Iteration 19Q: 3 clusters Score -2681156 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2681245.750000 Penalty: 4965.876953
	Iteration 20F: 3 clusters Score -2681246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2681292.250000 Penalty: 4965.876953
	Iteration 21Q: 3 clusters Score -2681292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2681312.500000 Penalty: 4965.876953
	Iteration 22Q: 3 clusters Score -2681312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2681329.250000 Penalty: 4965.876953
	Iteration 23Q: 3 clusters Score -2681329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2681337.250000 Penalty: 4965.876953
	Iteration 24Q: 3 clusters Score -2681337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2681338.750000 Penalty: 4965.876953
	Iteration 25Q: 3 clusters Score -2681339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2681337.000000 Penalty: 4965.876953
	Iteration 26Q: 3 clusters Score -2681337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2681340.500000 Penalty: 4965.876953
	Iteration 27Q: 3 clusters Score -2681340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2681347.000000 Penalty: 4965.876953
	Iteration 28Q: 3 clusters Score -2681347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2681345.750000 Penalty: 4965.876953
	Iteration 29Q: 3 clusters Score -2681346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2681345.750000 Penalty: 4965.876953
	Iteration 30F: 3 clusters Score -2681346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 6987 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15437 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18284 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 38415 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 13682 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11676 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17918 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19625 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2383 members 
Mstep: Class 30 contains 22289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715636.000000 Penalty: 97482.882812
Iteration 159Q: 32 clusters Score -3.571564e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 6823 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15437 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15174 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18231 members 
Mstep: Class 15 contains 7596 members 
Mstep: Class 16 contains 10095 members 
Mstep: Class 17 contains 38424 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 14033 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11677 members 
Mstep: Class 24 contains 9071 members 
Mstep: Class 25 contains 17917 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19629 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2377 members 
Mstep: Class 30 contains 22292 members 
Mstep: Class 31 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716188.000000 Penalty: 97482.882812
Iteration 160F: 32 clusters Score -3.571619e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 6687 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15442 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15172 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 7501 members 
Mstep: Class 16 contains 10092 members 
Mstep: Class 17 contains 38439 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14233 members 
Mstep: Class 21 contains 7496 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11680 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17916 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19630 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2373 members 
Mstep: Class 30 contains 22290 members 
Mstep: Class 31 contains 4313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716500.000000 Penalty: 97482.882812
Iteration 161Q: 32 clusters Score -3.57165e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13226 members 
Mstep: Class 3 contains 6614 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15443 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15173 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18126 members 
Mstep: Class 15 contains 7463 members 
Mstep: Class 16 contains 10088 members 
Mstep: Class 17 contains 38451 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 14361 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11681 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17912 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19626 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2373 members 
Mstep: Class 30 contains 22290 members 
Mstep: Class 31 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716628.000000 Penalty: 97482.882812
Iteration 162Q: 32 clusters Score -3.571663e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 6553 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15450 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18104 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 10086 members 
Mstep: Class 17 contains 38454 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 14455 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11681 members 
Mstep: Class 24 contains 9078 members 
Mstep: Class 25 contains 17910 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19614 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2374 members 
Mstep: Class 30 contains 22288 members 
Mstep: Class 31 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716620.000000 Penalty: 97482.882812
Iteration 163Q: 32 clusters Score -3.571662e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13224 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15454 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10363 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18091 members 
Mstep: Class 15 contains 7429 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 17 contains 38450 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4117 members 
Mstep: Class 20 contains 14525 members 
Mstep: Class 21 contains 7495 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11684 members 
Mstep: Class 24 contains 9078 members 
Mstep: Class 25 contains 17907 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19602 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2374 members 
Mstep: Class 30 contains 22291 members 
Mstep: Class 31 contains 4382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716616.000000 Penalty: 97482.882812
Iteration 164Q: 32 clusters Score -3.571662e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 6461 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15463 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 15174 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 18066 members 
Mstep: Class 15 contains 7421 members 
Mstep: Class 16 contains 10086 members 
Mstep: Class 17 contains 38457 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 14574 members 
Mstep: Class 21 contains 7490 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11684 members 
Mstep: Class 24 contains 9079 members 
Mstep: Class 25 contains 17906 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19595 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22289 members 
Mstep: Class 31 contains 4396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716668.000000 Penalty: 97482.882812
Iteration 165Q: 32 clusters Score -3.571667e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 6436 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15476 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 15174 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 18034 members 
Mstep: Class 15 contains 7418 members 
Mstep: Class 16 contains 10087 members 
Mstep: Class 17 contains 38462 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 20 contains 14618 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11685 members 
Mstep: Class 24 contains 9078 members 
Mstep: Class 25 contains 17905 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19587 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2376 members 
Mstep: Class 30 contains 22288 members 
Mstep: Class 31 contains 4404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716692.000000 Penalty: 97482.882812
Iteration 166Q: 32 clusters Score -3.571669e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 6421 members 
Mstep: Class 4 contains 3405 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15483 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 15174 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 18020 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 10087 members 
Mstep: Class 17 contains 38466 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4117 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11687 members 
Mstep: Class 24 contains 9076 members 
Mstep: Class 25 contains 17904 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19579 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2377 members 
Mstep: Class 30 contains 22287 members 
Mstep: Class 31 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716692.000000 Penalty: 97482.882812
Iteration 167Q: 32 clusters Score -3.571669e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15492 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15490 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 15174 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 17 contains 38465 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4117 members 
Mstep: Class 20 contains 14674 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11690 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17900 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19568 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2377 members 
Mstep: Class 30 contains 22285 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716688.000000 Penalty: 97482.882812
Iteration 168Q: 32 clusters Score -3.571669e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13222 members 
Mstep: Class 3 contains 6396 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15493 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15174 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 10084 members 
Mstep: Class 17 contains 38465 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17896 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19559 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2376 members 
Mstep: Class 30 contains 22286 members 
Mstep: Class 31 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716732.000000 Penalty: 97482.882812
Iteration 169Q: 32 clusters Score -3.571673e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 6389 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 15499 members 
Mstep: Class 7 contains 6376 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15491 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 7400 members 
Mstep: Class 16 contains 10084 members 
Mstep: Class 17 contains 38469 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 14714 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11695 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17893 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19550 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2376 members 
Mstep: Class 30 contains 22280 members 
Mstep: Class 31 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716712.000000 Penalty: 97482.882812
Iteration 170Q: 32 clusters Score -3.571671e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15505 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15492 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 3692 members 
Mstep: Class 14 contains 18012 members 
Mstep: Class 15 contains 7398 members 
Mstep: Class 16 contains 10084 members 
Mstep: Class 17 contains 38471 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 14723 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11700 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17890 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19544 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2376 members 
Mstep: Class 30 contains 22276 members 
Mstep: Class 31 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716676.000000 Penalty: 97482.882812
Iteration 171Q: 32 clusters Score -3.571668e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15509 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 7397 members 
Mstep: Class 16 contains 10082 members 
Mstep: Class 17 contains 38476 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4115 members 
Mstep: Class 20 contains 14738 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11702 members 
Mstep: Class 24 contains 9072 members 
Mstep: Class 25 contains 17887 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 19537 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22275 members 
Mstep: Class 31 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716704.000000 Penalty: 97482.882812
Iteration 172Q: 32 clusters Score -3.57167e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 6368 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15517 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15493 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 3694 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 7395 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38476 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 20 contains 14751 members 
Mstep: Class 21 contains 7485 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11704 members 
Mstep: Class 24 contains 9072 members 
Mstep: Class 25 contains 17888 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19521 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22272 members 
Mstep: Class 31 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716672.000000 Penalty: 97482.882812
Iteration 173Q: 32 clusters Score -3.571667e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15529 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15175 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 18008 members 
Mstep: Class 15 contains 7386 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38478 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 20 contains 14767 members 
Mstep: Class 21 contains 7484 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11708 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17887 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19505 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22269 members 
Mstep: Class 31 contains 4419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716684.000000 Penalty: 97482.882812
Iteration 174Q: 32 clusters Score -3.571668e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15544 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 18002 members 
Mstep: Class 15 contains 7385 members 
Mstep: Class 16 contains 10081 members 
Mstep: Class 17 contains 38480 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 14777 members 
Mstep: Class 21 contains 7483 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11710 members 
Mstep: Class 24 contains 9076 members 
Mstep: Class 25 contains 17886 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19485 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22266 members 
Mstep: Class 31 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716652.000000 Penalty: 97482.882812
Iteration 175Q: 32 clusters Score -3.571665e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6354 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15560 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 18001 members 
Mstep: Class 15 contains 7384 members 
Mstep: Class 16 contains 10078 members 
Mstep: Class 17 contains 38481 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 14792 members 
Mstep: Class 21 contains 7485 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11711 members 
Mstep: Class 24 contains 9076 members 
Mstep: Class 25 contains 17886 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19462 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22268 members 
Mstep: Class 31 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716628.000000 Penalty: 97482.882812
Iteration 176Q: 32 clusters Score -3.571663e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 6352 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15579 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 7383 members 
Mstep: Class 16 contains 10078 members 
Mstep: Class 17 contains 38479 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 14800 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11713 members 
Mstep: Class 24 contains 9077 members 
Mstep: Class 25 contains 17886 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19445 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22268 members 
Mstep: Class 31 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716684.000000 Penalty: 97482.882812
Iteration 177Q: 32 clusters Score -3.571668e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 6351 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15593 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15494 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17988 members 
Mstep: Class 15 contains 7380 members 
Mstep: Class 16 contains 10077 members 
Mstep: Class 17 contains 38479 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4121 members 
Mstep: Class 20 contains 14807 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9400 members 
Mstep: Class 23 contains 11717 members 
Mstep: Class 24 contains 9077 members 
Mstep: Class 25 contains 17886 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19431 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22265 members 
Mstep: Class 31 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716700.000000 Penalty: 97482.882812
Iteration 178Q: 32 clusters Score -3.57167e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 15607 members 
Mstep: Class 7 contains 6375 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17981 members 
Mstep: Class 15 contains 7379 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 38479 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4122 members 
Mstep: Class 20 contains 14818 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9400 members 
Mstep: Class 23 contains 11720 members 
Mstep: Class 24 contains 9077 members 
Mstep: Class 25 contains 17886 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19419 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2374 members 
Mstep: Class 30 contains 22258 members 
Mstep: Class 31 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716660.000000 Penalty: 97482.882812
Iteration 179Q: 32 clusters Score -3.571666e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13216 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 15616 members 
Mstep: Class 7 contains 6374 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15496 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 7377 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 38480 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 14826 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9400 members 
Mstep: Class 23 contains 11724 members 
Mstep: Class 24 contains 9076 members 
Mstep: Class 25 contains 17887 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19407 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22255 members 
Mstep: Class 31 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716640.000000 Penalty: 97482.882812
Iteration 180F: 32 clusters Score -3.571664e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 6349 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 15621 members 
Mstep: Class 7 contains 6373 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15497 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10367 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 7376 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 38480 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4122 members 
Mstep: Class 20 contains 14831 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9400 members 
Mstep: Class 23 contains 11726 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17884 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19399 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22256 members 
Mstep: Class 31 contains 4415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716648.000000 Penalty: 97482.882812
Iteration 181Q: 32 clusters Score -3.571665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 15626 members 
Mstep: Class 7 contains 6372 members 
Mstep: Class 8 contains 5787 members 
Mstep: Class 9 contains 15497 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10368 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17973 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 38482 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 14836 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9400 members 
Mstep: Class 23 contains 11727 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17883 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19391 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22257 members 
Mstep: Class 31 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716648.000000 Penalty: 97482.882812
Iteration 182Q: 32 clusters Score -3.571665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 15631 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5786 members 
Mstep: Class 9 contains 15497 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 7374 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 38483 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14838 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19385 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22256 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716680.000000 Penalty: 97482.882812
Iteration 183Q: 32 clusters Score -3.571668e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15636 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5785 members 
Mstep: Class 9 contains 15498 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10372 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 10076 members 
Mstep: Class 17 contains 38484 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14839 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9072 members 
Mstep: Class 25 contains 17878 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19377 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22258 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716656.000000 Penalty: 97482.882812
Iteration 184Q: 32 clusters Score -3.571666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15643 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5784 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10372 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17971 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 10077 members 
Mstep: Class 17 contains 38484 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14841 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9072 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19370 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22259 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716680.000000 Penalty: 97482.882812
Iteration 185Q: 32 clusters Score -3.571668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15648 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5784 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10372 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17970 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 10078 members 
Mstep: Class 17 contains 38486 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14844 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9072 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19362 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22258 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716680.000000 Penalty: 97482.882812
Iteration 186Q: 32 clusters Score -3.571668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15652 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17968 members 
Mstep: Class 15 contains 7371 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38486 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14848 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19355 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22256 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716728.000000 Penalty: 97482.882812
Iteration 187Q: 32 clusters Score -3.571673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15653 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38488 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14851 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19351 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22257 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716728.000000 Penalty: 97482.882812
Iteration 188Q: 32 clusters Score -3.571673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15656 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38488 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14851 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19348 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22257 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716740.000000 Penalty: 97482.882812
Iteration 189Q: 32 clusters Score -3.571674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15657 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38488 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14851 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19347 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22257 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716736.000000 Penalty: 97482.882812
Iteration 190Q: 32 clusters Score -3.571674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15659 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38488 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14851 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19345 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22257 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716736.000000 Penalty: 97482.882812
Iteration 191Q: 32 clusters Score -3.571674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15665 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38488 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14852 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19337 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22258 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716720.000000 Penalty: 97482.882812
Iteration 192Q: 32 clusters Score -3.571672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15673 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38487 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14852 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9401 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19329 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22259 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716752.000000 Penalty: 97482.882812
Iteration 193Q: 32 clusters Score -3.571675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15680 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17966 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38486 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14851 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11728 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19325 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22258 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716740.000000 Penalty: 97482.882812
Iteration 194Q: 32 clusters Score -3.571674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13221 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15691 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17964 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38485 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14851 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11729 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17877 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19316 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22256 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716784.000000 Penalty: 97482.882812
Iteration 195Q: 32 clusters Score -3.571678e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15704 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17963 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38485 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14854 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9405 members 
Mstep: Class 23 contains 11731 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17878 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19301 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22253 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716768.000000 Penalty: 97482.882812
Iteration 196Q: 32 clusters Score -3.571677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15715 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17960 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38485 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14858 members 
Mstep: Class 21 contains 7486 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11735 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19288 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22250 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716772.000000 Penalty: 97482.882812
Iteration 197Q: 32 clusters Score -3.571677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 6344 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15724 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17959 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38486 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14860 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11737 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19274 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22250 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716808.000000 Penalty: 97482.882812
Iteration 198Q: 32 clusters Score -3.571681e+07 nChanged 22
Entering ConstructFrom: 
Score: -35716808.000000 Penalty: 97482.882812
Entering ConstructFrom: 
Trying to split cluster 1 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -306876.000000 Penalty: 1970.761108
	Iteration 0F: 2 clusters Score -306876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -303809.375000 Penalty: 3941.522217
	Iteration 0F: 3 clusters Score -303809.4 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -304526.687500 Penalty: 3941.522217
	Iteration 1F: 3 clusters Score -304526.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -304782.625000 Penalty: 3941.522217
	Iteration 2F: 3 clusters Score -304782.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -305014.625000 Penalty: 3941.522217
	Iteration 3F: 3 clusters Score -305014.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -305229.781250 Penalty: 3941.522217
	Iteration 4F: 3 clusters Score -305229.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -305427.156250 Penalty: 3941.522217
	Iteration 5F: 3 clusters Score -305427.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -305597.937500 Penalty: 3941.522217
	Iteration 6Q: 3 clusters Score -305597.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -305714.312500 Penalty: 3941.522217
	Iteration 7Q: 3 clusters Score -305714.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -305826.468750 Penalty: 3941.522217
	Iteration 8Q: 3 clusters Score -305826.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -305895.187500 Penalty: 3941.522217
	Iteration 9Q: 3 clusters Score -305895.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -305936.593750 Penalty: 3941.522217
	Iteration 10Q: 3 clusters Score -305936.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -305960.562500 Penalty: 3941.522217
	Iteration 11Q: 3 clusters Score -305960.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -305972.468750 Penalty: 3941.522217
	Iteration 12Q: 3 clusters Score -305972.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -305982.000000 Penalty: 3941.522217
	Iteration 13Q: 3 clusters Score -305982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -305988.281250 Penalty: 3941.522217
	Iteration 14Q: 3 clusters Score -305988.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -305995.750000 Penalty: 3941.522217
	Iteration 15Q: 3 clusters Score -305995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -305999.500000 Penalty: 3941.522217
	Iteration 16Q: 3 clusters Score -305999.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -306004.187500 Penalty: 3941.522217
	Iteration 17Q: 3 clusters Score -306004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -306008.156250 Penalty: 3941.522217
	Iteration 18Q: 3 clusters Score -306008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -306010.468750 Penalty: 3941.522217
	Iteration 19Q: 3 clusters Score -306010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -306011.437500 Penalty: 3941.522217
	Iteration 20F: 3 clusters Score -306011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -306015.531250 Penalty: 3941.522217
	Iteration 21Q: 3 clusters Score -306015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -306019.656250 Penalty: 3941.522217
	Iteration 22Q: 3 clusters Score -306019.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -306026.031250 Penalty: 3941.522217
	Iteration 23Q: 3 clusters Score -306026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -306037.656250 Penalty: 3941.522217
	Iteration 24Q: 3 clusters Score -306037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -306041.468750 Penalty: 3941.522217
	Iteration 25Q: 3 clusters Score -306041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -306043.875000 Penalty: 3941.522217
	Iteration 26Q: 3 clusters Score -306043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -306046.531250 Penalty: 3941.522217
	Iteration 27Q: 3 clusters Score -306046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -306046.875000 Penalty: 3941.522217
	Iteration 28Q: 3 clusters Score -306046.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -306048.656250 Penalty: 3941.522217
	Iteration 29Q: 3 clusters Score -306048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -306049.656250 Penalty: 3941.522217
	Iteration 30Q: 3 clusters Score -306049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -306049.656250 Penalty: 3941.522217
	Iteration 31F: 3 clusters Score -306049.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Entering Unmasked Estep 
Score: -1254697.875000 Penalty: 2353.392578
	Iteration 0F: 2 clusters Score -1254698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1245060.375000 Penalty: 4706.785156
	Iteration 0F: 3 clusters Score -1245060 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1248333.625000 Penalty: 4706.785156
	Iteration 1F: 3 clusters Score -1248334 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1248999.500000 Penalty: 4706.785156
	Iteration 2F: 3 clusters Score -1249000 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1249695.125000 Penalty: 4706.785156
	Iteration 3F: 3 clusters Score -1249695 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1250239.875000 Penalty: 4706.785156
	Iteration 4F: 3 clusters Score -1250240 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1250702.000000 Penalty: 4706.785156
	Iteration 5F: 3 clusters Score -1250702 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1251140.000000 Penalty: 4706.785156
	Iteration 6F: 3 clusters Score -1251140 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1251475.750000 Penalty: 4706.785156
	Iteration 7Q: 3 clusters Score -1251476 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1251763.125000 Penalty: 4706.785156
	Iteration 8Q: 3 clusters Score -1251763 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1251996.500000 Penalty: 4706.785156
	Iteration 9Q: 3 clusters Score -1251996 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1252196.625000 Penalty: 4706.785156
	Iteration 10Q: 3 clusters Score -1252197 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1252381.875000 Penalty: 4706.785156
	Iteration 11Q: 3 clusters Score -1252382 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1252520.250000 Penalty: 4706.785156
	Iteration 12Q: 3 clusters Score -1252520 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1252631.625000 Penalty: 4706.785156
	Iteration 13Q: 3 clusters Score -1252632 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1252706.625000 Penalty: 4706.785156
	Iteration 14Q: 3 clusters Score -1252707 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1252770.250000 Penalty: 4706.785156
	Iteration 15Q: 3 clusters Score -1252770 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1252822.375000 Penalty: 4706.785156
	Iteration 16Q: 3 clusters Score -1252822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1252879.250000 Penalty: 4706.785156
	Iteration 17Q: 3 clusters Score -1252879 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1252925.250000 Penalty: 4706.785156
	Iteration 18Q: 3 clusters Score -1252925 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1252950.000000 Penalty: 4706.785156
	Iteration 19Q: 3 clusters Score -1252950 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1252971.375000 Penalty: 4706.785156
	Iteration 20F: 3 clusters Score -1252971 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1252988.500000 Penalty: 4706.785156
	Iteration 21Q: 3 clusters Score -1252988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1253001.875000 Penalty: 4706.785156
	Iteration 22Q: 3 clusters Score -1253002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1253012.375000 Penalty: 4706.785156
	Iteration 23Q: 3 clusters Score -1253012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1253016.750000 Penalty: 4706.785156
	Iteration 24Q: 3 clusters Score -1253017 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1253023.500000 Penalty: 4706.785156
	Iteration 25Q: 3 clusters Score -1253024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1253028.375000 Penalty: 4706.785156
	Iteration 26Q: 3 clusters Score -1253028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1253036.500000 Penalty: 4706.785156
	Iteration 27Q: 3 clusters Score -1253036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1253041.375000 Penalty: 4706.785156
	Iteration 28Q: 3 clusters Score -1253041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1253048.000000 Penalty: 4706.785156
	Iteration 29Q: 3 clusters Score -1253048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1253053.125000 Penalty: 4706.785156
	Iteration 30Q: 3 clusters Score -1253053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1253051.625000 Penalty: 4706.785156
	Iteration 31Q: 3 clusters Score -1253052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1253059.250000 Penalty: 4706.785156
	Iteration 32Q: 3 clusters Score -1253059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1253064.125000 Penalty: 4706.785156
	Iteration 33Q: 3 clusters Score -1253064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1253069.000000 Penalty: 4706.785156
	Iteration 34Q: 3 clusters Score -1253069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1253070.000000 Penalty: 4706.785156
	Iteration 35Q: 3 clusters Score -1253070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1253069.250000 Penalty: 4706.785156
	Iteration 36Q: 3 clusters Score -1253069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1253067.375000 Penalty: 4706.785156
	Iteration 37Q: 3 clusters Score -1253067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1253071.250000 Penalty: 4706.785156
	Iteration 38Q: 3 clusters Score -1253071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1253073.500000 Penalty: 4706.785156
	Iteration 39Q: 3 clusters Score -1253074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1253074.000000 Penalty: 4706.785156
	Iteration 40F: 3 clusters Score -1253074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1253075.125000 Penalty: 4706.785156
	Iteration 41Q: 3 clusters Score -1253075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1253073.750000 Penalty: 4706.785156
	Iteration 42Q: 3 clusters Score -1253074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1253075.875000 Penalty: 4706.785156
	Iteration 43Q: 3 clusters Score -1253076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1253075.000000 Penalty: 4706.785156
	Iteration 44Q: 3 clusters Score -1253075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1253073.250000 Penalty: 4706.785156
	Iteration 45Q: 3 clusters Score -1253073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1253076.375000 Penalty: 4706.785156
	Iteration 46Q: 3 clusters Score -1253076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1253076.375000 Penalty: 4706.785156
	Iteration 47F: 3 clusters Score -1253076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -760372.312500 Penalty: 2171.305664
	Iteration 0F: 2 clusters Score -760372.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -754982.875000 Penalty: 4342.611328
	Iteration 0F: 3 clusters Score -754982.9 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -756397.375000 Penalty: 4342.611328
	Iteration 1F: 3 clusters Score -756397.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -756638.687500 Penalty: 4342.611328
	Iteration 2F: 3 clusters Score -756638.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -756786.750000 Penalty: 4342.611328
	Iteration 3F: 3 clusters Score -756786.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -756884.062500 Penalty: 4342.611328
	Iteration 4Q: 3 clusters Score -756884.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -756964.125000 Penalty: 4342.611328
	Iteration 5Q: 3 clusters Score -756964.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -757045.812500 Penalty: 4342.611328
	Iteration 6Q: 3 clusters Score -757045.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -757117.562500 Penalty: 4342.611328
	Iteration 7Q: 3 clusters Score -757117.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -757201.312500 Penalty: 4342.611328
	Iteration 8Q: 3 clusters Score -757201.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -757300.812500 Penalty: 4342.611328
	Iteration 9Q: 3 clusters Score -757300.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -757398.062500 Penalty: 4342.611328
	Iteration 10Q: 3 clusters Score -757398.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -757498.625000 Penalty: 4342.611328
	Iteration 11Q: 3 clusters Score -757498.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -757593.125000 Penalty: 4342.611328
	Iteration 12Q: 3 clusters Score -757593.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -757678.375000 Penalty: 4342.611328
	Iteration 13Q: 3 clusters Score -757678.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -757767.187500 Penalty: 4342.611328
	Iteration 14Q: 3 clusters Score -757767.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -757856.437500 Penalty: 4342.611328
	Iteration 15Q: 3 clusters Score -757856.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -757956.500000 Penalty: 4342.611328
	Iteration 16Q: 3 clusters Score -757956.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -758041.062500 Penalty: 4342.611328
	Iteration 17Q: 3 clusters Score -758041.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -758106.750000 Penalty: 4342.611328
	Iteration 18Q: 3 clusters Score -758106.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -758163.625000 Penalty: 4342.611328
	Iteration 19Q: 3 clusters Score -758163.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -758223.125000 Penalty: 4342.611328
	Iteration 20F: 3 clusters Score -758223.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -758262.562500 Penalty: 4342.611328
	Iteration 21Q: 3 clusters Score -758262.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -758296.312500 Penalty: 4342.611328
	Iteration 22Q: 3 clusters Score -758296.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -758324.187500 Penalty: 4342.611328
	Iteration 23Q: 3 clusters Score -758324.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -758349.437500 Penalty: 4342.611328
	Iteration 24Q: 3 clusters Score -758349.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -758368.312500 Penalty: 4342.611328
	Iteration 25Q: 3 clusters Score -758368.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -758385.187500 Penalty: 4342.611328
	Iteration 26Q: 3 clusters Score -758385.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -758402.437500 Penalty: 4342.611328
	Iteration 27Q: 3 clusters Score -758402.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -758417.750000 Penalty: 4342.611328
	Iteration 28Q: 3 clusters Score -758417.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -758427.875000 Penalty: 4342.611328
	Iteration 29Q: 3 clusters Score -758427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -758435.000000 Penalty: 4342.611328
	Iteration 30Q: 3 clusters Score -758435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -758438.687500 Penalty: 4342.611328
	Iteration 31Q: 3 clusters Score -758438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -758441.437500 Penalty: 4342.611328
	Iteration 32Q: 3 clusters Score -758441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -758444.187500 Penalty: 4342.611328
	Iteration 33Q: 3 clusters Score -758444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -758447.062500 Penalty: 4342.611328
	Iteration 34Q: 3 clusters Score -758447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -758447.062500 Penalty: 4342.611328
	Iteration 35F: 3 clusters Score -758447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -399320.562500 Penalty: 2017.129761
	Iteration 0F: 2 clusters Score -399320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -395806.375000 Penalty: 4034.259521
	Iteration 0F: 3 clusters Score -395806.4 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -396605.406250 Penalty: 4034.259521
	Iteration 1F: 3 clusters Score -396605.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -396793.687500 Penalty: 4034.259521
	Iteration 2F: 3 clusters Score -396793.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -396896.781250 Penalty: 4034.259521
	Iteration 3Q: 3 clusters Score -396896.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -396984.593750 Penalty: 4034.259521
	Iteration 4Q: 3 clusters Score -396984.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -397069.187500 Penalty: 4034.259521
	Iteration 5Q: 3 clusters Score -397069.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -397153.906250 Penalty: 4034.259521
	Iteration 6Q: 3 clusters Score -397153.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -397218.500000 Penalty: 4034.259521
	Iteration 7Q: 3 clusters Score -397218.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -397288.625000 Penalty: 4034.259521
	Iteration 8Q: 3 clusters Score -397288.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -397348.875000 Penalty: 4034.259521
	Iteration 9Q: 3 clusters Score -397348.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -397400.468750 Penalty: 4034.259521
	Iteration 10Q: 3 clusters Score -397400.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -397454.781250 Penalty: 4034.259521
	Iteration 11Q: 3 clusters Score -397454.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -397500.343750 Penalty: 4034.259521
	Iteration 12Q: 3 clusters Score -397500.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -397541.937500 Penalty: 4034.259521
	Iteration 13Q: 3 clusters Score -397541.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -397585.875000 Penalty: 4034.259521
	Iteration 14Q: 3 clusters Score -397585.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -397631.156250 Penalty: 4034.259521
	Iteration 15Q: 3 clusters Score -397631.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -397684.031250 Penalty: 4034.259521
	Iteration 16Q: 3 clusters Score -397684 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -397759.500000 Penalty: 4034.259521
	Iteration 17Q: 3 clusters Score -397759.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -397823.125000 Penalty: 4034.259521
	Iteration 18Q: 3 clusters Score -397823.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -397878.531250 Penalty: 4034.259521
	Iteration 19Q: 3 clusters Score -397878.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -397932.750000 Penalty: 4034.259521
	Iteration 20F: 3 clusters Score -397932.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -397986.750000 Penalty: 4034.259521
	Iteration 21Q: 3 clusters Score -397986.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -398051.968750 Penalty: 4034.259521
	Iteration 22Q: 3 clusters Score -398052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -398134.000000 Penalty: 4034.259521
	Iteration 23Q: 3 clusters Score -398134 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -398254.843750 Penalty: 4034.259521
	Iteration 24Q: 3 clusters Score -398254.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -398427.625000 Penalty: 4034.259521
	Iteration 25Q: 3 clusters Score -398427.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -398592.406250 Penalty: 4034.259521
	Iteration 26Q: 3 clusters Score -398592.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -398696.906250 Penalty: 4034.259521
	Iteration 27Q: 3 clusters Score -398696.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -398742.968750 Penalty: 4034.259521
	Iteration 28Q: 3 clusters Score -398743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -398759.875000 Penalty: 4034.259521
	Iteration 29Q: 3 clusters Score -398759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -398764.906250 Penalty: 4034.259521
	Iteration 30Q: 3 clusters Score -398764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -398766.312500 Penalty: 4034.259521
	Iteration 31Q: 3 clusters Score -398766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -398769.343750 Penalty: 4034.259521
	Iteration 32Q: 3 clusters Score -398769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -398770.250000 Penalty: 4034.259521
	Iteration 33Q: 3 clusters Score -398770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -398770.281250 Penalty: 4034.259521
	Iteration 34Q: 3 clusters Score -398770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -398771.062500 Penalty: 4034.259521
	Iteration 35Q: 3 clusters Score -398771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -398771.062500 Penalty: 4034.259521
	Iteration 36F: 3 clusters Score -398771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -813370.562500 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -813370.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -807721.500000 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -807721.5 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -809235.562500 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -809235.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -809487.187500 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -809487.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -809681.000000 Penalty: 4375.139648
	Iteration 3F: 3 clusters Score -809681 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -809846.812500 Penalty: 4375.139648
	Iteration 4Q: 3 clusters Score -809846.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -810026.562500 Penalty: 4375.139648
	Iteration 5Q: 3 clusters Score -810026.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -810220.375000 Penalty: 4375.139648
	Iteration 6Q: 3 clusters Score -810220.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -810395.812500 Penalty: 4375.139648
	Iteration 7Q: 3 clusters Score -810395.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -810562.437500 Penalty: 4375.139648
	Iteration 8Q: 3 clusters Score -810562.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -810719.375000 Penalty: 4375.139648
	Iteration 9Q: 3 clusters Score -810719.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -810860.312500 Penalty: 4375.139648
	Iteration 10Q: 3 clusters Score -810860.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -810973.125000 Penalty: 4375.139648
	Iteration 11Q: 3 clusters Score -810973.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -811072.750000 Penalty: 4375.139648
	Iteration 12Q: 3 clusters Score -811072.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -811147.187500 Penalty: 4375.139648
	Iteration 13Q: 3 clusters Score -811147.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -811207.625000 Penalty: 4375.139648
	Iteration 14Q: 3 clusters Score -811207.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -811246.437500 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -811246.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -811277.187500 Penalty: 4375.139648
	Iteration 16Q: 3 clusters Score -811277.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -811307.937500 Penalty: 4375.139648
	Iteration 17Q: 3 clusters Score -811307.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -811332.062500 Penalty: 4375.139648
	Iteration 18Q: 3 clusters Score -811332.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -811352.125000 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -811352.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -811371.187500 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -811371.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -811387.062500 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -811387.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -811402.562500 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -811402.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -811422.750000 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -811422.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -811449.062500 Penalty: 4375.139648
	Iteration 24Q: 3 clusters Score -811449.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -811475.625000 Penalty: 4375.139648
	Iteration 25Q: 3 clusters Score -811475.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -811497.500000 Penalty: 4375.139648
	Iteration 26Q: 3 clusters Score -811497.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -811523.500000 Penalty: 4375.139648
	Iteration 27Q: 3 clusters Score -811523.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -811554.125000 Penalty: 4375.139648
	Iteration 28Q: 3 clusters Score -811554.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -811592.750000 Penalty: 4375.139648
	Iteration 29Q: 3 clusters Score -811592.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -811641.375000 Penalty: 4375.139648
	Iteration 30Q: 3 clusters Score -811641.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -811685.562500 Penalty: 4375.139648
	Iteration 31Q: 3 clusters Score -811685.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -811741.375000 Penalty: 4375.139648
	Iteration 32Q: 3 clusters Score -811741.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -811808.437500 Penalty: 4375.139648
	Iteration 33Q: 3 clusters Score -811808.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -811884.250000 Penalty: 4375.139648
	Iteration 34Q: 3 clusters Score -811884.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -811940.250000 Penalty: 4375.139648
	Iteration 35Q: 3 clusters Score -811940.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -811988.562500 Penalty: 4375.139648
	Iteration 36Q: 3 clusters Score -811988.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -812012.937500 Penalty: 4375.139648
	Iteration 37Q: 3 clusters Score -812012.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -812035.187500 Penalty: 4375.139648
	Iteration 38Q: 3 clusters Score -812035.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -812052.937500 Penalty: 4375.139648
	Iteration 39Q: 3 clusters Score -812052.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -812066.625000 Penalty: 4375.139648
	Iteration 40F: 3 clusters Score -812066.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -812075.937500 Penalty: 4375.139648
	Iteration 41Q: 3 clusters Score -812075.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -812082.562500 Penalty: 4375.139648
	Iteration 42Q: 3 clusters Score -812082.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -812089.437500 Penalty: 4375.139648
	Iteration 43Q: 3 clusters Score -812089.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -812096.187500 Penalty: 4375.139648
	Iteration 44Q: 3 clusters Score -812096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -812103.437500 Penalty: 4375.139648
	Iteration 45Q: 3 clusters Score -812103.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -812109.312500 Penalty: 4375.139648
	Iteration 46Q: 3 clusters Score -812109.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -812113.937500 Penalty: 4375.139648
	Iteration 47Q: 3 clusters Score -812113.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -812123.500000 Penalty: 4375.139648
	Iteration 48Q: 3 clusters Score -812123.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -812129.937500 Penalty: 4375.139648
	Iteration 49Q: 3 clusters Score -812129.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -812139.937500 Penalty: 4375.139648
	Iteration 50Q: 3 clusters Score -812139.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -812153.750000 Penalty: 4375.139648
	Iteration 51Q: 3 clusters Score -812153.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -812180.187500 Penalty: 4375.139648
	Iteration 52Q: 3 clusters Score -812180.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -812215.437500 Penalty: 4375.139648
	Iteration 53Q: 3 clusters Score -812215.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -812287.437500 Penalty: 4375.139648
	Iteration 54Q: 3 clusters Score -812287.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -812410.875000 Penalty: 4375.139648
	Iteration 55Q: 3 clusters Score -812410.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -812585.687500 Penalty: 4375.139648
	Iteration 56Q: 3 clusters Score -812585.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -812762.437500 Penalty: 4375.139648
	Iteration 57Q: 3 clusters Score -812762.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -812914.312500 Penalty: 4375.139648
	Iteration 58Q: 3 clusters Score -812914.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -813006.312500 Penalty: 4375.139648
	Iteration 59Q: 3 clusters Score -813006.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -813061.000000 Penalty: 4375.139648
	Iteration 60F: 3 clusters Score -813061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -813085.375000 Penalty: 4375.139648
	Iteration 61Q: 3 clusters Score -813085.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -813097.500000 Penalty: 4375.139648
	Iteration 62Q: 3 clusters Score -813097.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -813100.812500 Penalty: 4375.139648
	Iteration 63Q: 3 clusters Score -813100.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -813106.500000 Penalty: 4375.139648
	Iteration 64Q: 3 clusters Score -813106.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -813108.250000 Penalty: 4375.139648
	Iteration 65Q: 3 clusters Score -813108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -813107.750000 Penalty: 4375.139648
	Iteration 66Q: 3 clusters Score -813107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -813108.312500 Penalty: 4375.139648
	Iteration 67Q: 3 clusters Score -813108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -813108.687500 Penalty: 4375.139648
	Iteration 68Q: 3 clusters Score -813108.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -813108.687500 Penalty: 4375.139648
	Iteration 69F: 3 clusters Score -813108.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Entering Unmasked Estep 
Score: -1880216.625000 Penalty: 2396.583496
	Iteration 0F: 2 clusters Score -1880217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1868926.250000 Penalty: 4793.166992
	Iteration 0F: 3 clusters Score -1868926 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1872574.875000 Penalty: 4793.166992
	Iteration 1F: 3 clusters Score -1872575 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1873007.125000 Penalty: 4793.166992
	Iteration 2F: 3 clusters Score -1873007 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1873387.625000 Penalty: 4793.166992
	Iteration 3F: 3 clusters Score -1873388 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1873764.250000 Penalty: 4793.166992
	Iteration 4Q: 3 clusters Score -1873764 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1874240.250000 Penalty: 4793.166992
	Iteration 5F: 3 clusters Score -1874240 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1874726.500000 Penalty: 4793.166992
	Iteration 6F: 3 clusters Score -1874726 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1875285.625000 Penalty: 4793.166992
	Iteration 7F: 3 clusters Score -1875286 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1875946.375000 Penalty: 4793.166992
	Iteration 8F: 3 clusters Score -1875946 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1876574.375000 Penalty: 4793.166992
	Iteration 9F: 3 clusters Score -1876574 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1877105.250000 Penalty: 4793.166992
	Iteration 10Q: 3 clusters Score -1877105 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1877499.625000 Penalty: 4793.166992
	Iteration 11Q: 3 clusters Score -1877500 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1877744.250000 Penalty: 4793.166992
	Iteration 12Q: 3 clusters Score -1877744 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1877914.625000 Penalty: 4793.166992
	Iteration 13Q: 3 clusters Score -1877915 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1878020.000000 Penalty: 4793.166992
	Iteration 14Q: 3 clusters Score -1878020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1878083.875000 Penalty: 4793.166992
	Iteration 15Q: 3 clusters Score -1878084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1878127.000000 Penalty: 4793.166992
	Iteration 16Q: 3 clusters Score -1878127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1878163.250000 Penalty: 4793.166992
	Iteration 17Q: 3 clusters Score -1878163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1878179.625000 Penalty: 4793.166992
	Iteration 18Q: 3 clusters Score -1878180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1878191.875000 Penalty: 4793.166992
	Iteration 19Q: 3 clusters Score -1878192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1878198.500000 Penalty: 4793.166992
	Iteration 20F: 3 clusters Score -1878198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1878201.375000 Penalty: 4793.166992
	Iteration 21Q: 3 clusters Score -1878201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1878210.875000 Penalty: 4793.166992
	Iteration 22Q: 3 clusters Score -1878211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1878220.875000 Penalty: 4793.166992
	Iteration 23Q: 3 clusters Score -1878221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1878227.000000 Penalty: 4793.166992
	Iteration 24Q: 3 clusters Score -1878227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1878229.875000 Penalty: 4793.166992
	Iteration 25Q: 3 clusters Score -1878230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1878231.000000 Penalty: 4793.166992
	Iteration 26Q: 3 clusters Score -1878231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1878232.750000 Penalty: 4793.166992
	Iteration 27Q: 3 clusters Score -1878233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1878232.625000 Penalty: 4793.166992
	Iteration 28Q: 3 clusters Score -1878233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1878236.250000 Penalty: 4793.166992
	Iteration 29Q: 3 clusters Score -1878236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1878236.250000 Penalty: 4793.166992
	Iteration 30F: 3 clusters Score -1878236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Entering Unmasked Estep 
Score: -757195.812500 Penalty: 2172.358887
	Iteration 0F: 2 clusters Score -757195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -751791.375000 Penalty: 4344.717773
	Iteration 0F: 3 clusters Score -751791.4 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -753277.812500 Penalty: 4344.717773
	Iteration 1F: 3 clusters Score -753277.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -753492.062500 Penalty: 4344.717773
	Iteration 2F: 3 clusters Score -753492.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -753658.312500 Penalty: 4344.717773
	Iteration 3Q: 3 clusters Score -753658.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -753823.312500 Penalty: 4344.717773
	Iteration 4Q: 3 clusters Score -753823.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -753985.875000 Penalty: 4344.717773
	Iteration 5Q: 3 clusters Score -753985.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -754137.062500 Penalty: 4344.717773
	Iteration 6Q: 3 clusters Score -754137.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -754252.125000 Penalty: 4344.717773
	Iteration 7Q: 3 clusters Score -754252.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -754346.625000 Penalty: 4344.717773
	Iteration 8Q: 3 clusters Score -754346.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -754439.937500 Penalty: 4344.717773
	Iteration 9Q: 3 clusters Score -754439.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -754527.812500 Penalty: 4344.717773
	Iteration 10Q: 3 clusters Score -754527.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -754608.875000 Penalty: 4344.717773
	Iteration 11Q: 3 clusters Score -754608.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -754672.187500 Penalty: 4344.717773
	Iteration 12Q: 3 clusters Score -754672.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -754730.062500 Penalty: 4344.717773
	Iteration 13Q: 3 clusters Score -754730.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -754780.500000 Penalty: 4344.717773
	Iteration 14Q: 3 clusters Score -754780.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -754832.187500 Penalty: 4344.717773
	Iteration 15Q: 3 clusters Score -754832.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -754876.937500 Penalty: 4344.717773
	Iteration 16Q: 3 clusters Score -754876.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -754915.250000 Penalty: 4344.717773
	Iteration 17Q: 3 clusters Score -754915.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -754959.562500 Penalty: 4344.717773
	Iteration 18Q: 3 clusters Score -754959.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -754990.125000 Penalty: 4344.717773
	Iteration 19Q: 3 clusters Score -754990.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -755017.625000 Penalty: 4344.717773
	Iteration 20F: 3 clusters Score -755017.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -755041.437500 Penalty: 4344.717773
	Iteration 21Q: 3 clusters Score -755041.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -755064.312500 Penalty: 4344.717773
	Iteration 22Q: 3 clusters Score -755064.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -755084.625000 Penalty: 4344.717773
	Iteration 23Q: 3 clusters Score -755084.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -755097.812500 Penalty: 4344.717773
	Iteration 24Q: 3 clusters Score -755097.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -755111.187500 Penalty: 4344.717773
	Iteration 25Q: 3 clusters Score -755111.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -755125.812500 Penalty: 4344.717773
	Iteration 26Q: 3 clusters Score -755125.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -755139.000000 Penalty: 4344.717773
	Iteration 27Q: 3 clusters Score -755139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -755149.062500 Penalty: 4344.717773
	Iteration 28Q: 3 clusters Score -755149.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -755161.125000 Penalty: 4344.717773
	Iteration 29Q: 3 clusters Score -755161.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -755177.062500 Penalty: 4344.717773
	Iteration 30Q: 3 clusters Score -755177.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -755190.812500 Penalty: 4344.717773
	Iteration 31Q: 3 clusters Score -755190.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -755202.250000 Penalty: 4344.717773
	Iteration 32Q: 3 clusters Score -755202.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -755206.312500 Penalty: 4344.717773
	Iteration 33Q: 3 clusters Score -755206.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -755213.312500 Penalty: 4344.717773
	Iteration 34Q: 3 clusters Score -755213.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -755221.062500 Penalty: 4344.717773
	Iteration 35Q: 3 clusters Score -755221.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -755227.125000 Penalty: 4344.717773
	Iteration 36Q: 3 clusters Score -755227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -755228.000000 Penalty: 4344.717773
	Iteration 37Q: 3 clusters Score -755228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -755232.687500 Penalty: 4344.717773
	Iteration 38Q: 3 clusters Score -755232.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -755233.312500 Penalty: 4344.717773
	Iteration 39Q: 3 clusters Score -755233.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -755235.500000 Penalty: 4344.717773
	Iteration 40F: 3 clusters Score -755235.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -755237.687500 Penalty: 4344.717773
	Iteration 41Q: 3 clusters Score -755237.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -755237.875000 Penalty: 4344.717773
	Iteration 42Q: 3 clusters Score -755237.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -755238.750000 Penalty: 4344.717773
	Iteration 43Q: 3 clusters Score -755238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -755239.062500 Penalty: 4344.717773
	Iteration 44Q: 3 clusters Score -755239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -755240.250000 Penalty: 4344.717773
	Iteration 45Q: 3 clusters Score -755240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -755241.625000 Penalty: 4344.717773
	Iteration 46Q: 3 clusters Score -755241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -755241.875000 Penalty: 4344.717773
	Iteration 47Q: 3 clusters Score -755241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -755243.687500 Penalty: 4344.717773
	Iteration 48Q: 3 clusters Score -755243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -755243.250000 Penalty: 4344.717773
	Iteration 49Q: 3 clusters Score -755243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -755245.187500 Penalty: 4344.717773
	Iteration 50Q: 3 clusters Score -755245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -755244.625000 Penalty: 4344.717773
	Iteration 51Q: 3 clusters Score -755244.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -755244.812500 Penalty: 4344.717773
	Iteration 52Q: 3 clusters Score -755244.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -755246.312500 Penalty: 4344.717773
	Iteration 53Q: 3 clusters Score -755246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -755246.625000 Penalty: 4344.717773
	Iteration 54Q: 3 clusters Score -755246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -755247.750000 Penalty: 4344.717773
	Iteration 55Q: 3 clusters Score -755247.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -755249.062500 Penalty: 4344.717773
	Iteration 56Q: 3 clusters Score -755249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -755249.750000 Penalty: 4344.717773
	Iteration 57Q: 3 clusters Score -755249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -755251.750000 Penalty: 4344.717773
	Iteration 58Q: 3 clusters Score -755251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -755252.375000 Penalty: 4344.717773
	Iteration 59Q: 3 clusters Score -755252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -755254.562500 Penalty: 4344.717773
	Iteration 60F: 3 clusters Score -755254.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -755254.000000 Penalty: 4344.717773
	Iteration 61Q: 3 clusters Score -755254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -755255.062500 Penalty: 4344.717773
	Iteration 62Q: 3 clusters Score -755255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -755255.062500 Penalty: 4344.717773
	Iteration 63F: 3 clusters Score -755255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -526979.437500 Penalty: 2148.343994
	Iteration 0F: 2 clusters Score -526979.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -521963.625000 Penalty: 4296.687988
	Iteration 0F: 3 clusters Score -521963.6 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -523236.625000 Penalty: 4296.687988
	Iteration 1F: 3 clusters Score -523236.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -523463.562500 Penalty: 4296.687988
	Iteration 2F: 3 clusters Score -523463.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -523638.718750 Penalty: 4296.687988
	Iteration 3F: 3 clusters Score -523638.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -523767.562500 Penalty: 4296.687988
	Iteration 4Q: 3 clusters Score -523767.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -523862.656250 Penalty: 4296.687988
	Iteration 5Q: 3 clusters Score -523862.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -523936.250000 Penalty: 4296.687988
	Iteration 6Q: 3 clusters Score -523936.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -524008.156250 Penalty: 4296.687988
	Iteration 7Q: 3 clusters Score -524008.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -524067.031250 Penalty: 4296.687988
	Iteration 8Q: 3 clusters Score -524067 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -524109.406250 Penalty: 4296.687988
	Iteration 9Q: 3 clusters Score -524109.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -524147.375000 Penalty: 4296.687988
	Iteration 10Q: 3 clusters Score -524147.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -524187.437500 Penalty: 4296.687988
	Iteration 11Q: 3 clusters Score -524187.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -524220.593750 Penalty: 4296.687988
	Iteration 12Q: 3 clusters Score -524220.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -524252.812500 Penalty: 4296.687988
	Iteration 13Q: 3 clusters Score -524252.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -524286.031250 Penalty: 4296.687988
	Iteration 14Q: 3 clusters Score -524286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -524319.750000 Penalty: 4296.687988
	Iteration 15Q: 3 clusters Score -524319.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -524344.625000 Penalty: 4296.687988
	Iteration 16Q: 3 clusters Score -524344.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -524367.250000 Penalty: 4296.687988
	Iteration 17Q: 3 clusters Score -524367.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -524387.562500 Penalty: 4296.687988
	Iteration 18Q: 3 clusters Score -524387.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -524410.125000 Penalty: 4296.687988
	Iteration 19Q: 3 clusters Score -524410.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -524436.687500 Penalty: 4296.687988
	Iteration 20F: 3 clusters Score -524436.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -524458.250000 Penalty: 4296.687988
	Iteration 21Q: 3 clusters Score -524458.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -524480.812500 Penalty: 4296.687988
	Iteration 22Q: 3 clusters Score -524480.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -524504.375000 Penalty: 4296.687988
	Iteration 23Q: 3 clusters Score -524504.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -524532.125000 Penalty: 4296.687988
	Iteration 24Q: 3 clusters Score -524532.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -524557.187500 Penalty: 4296.687988
	Iteration 25Q: 3 clusters Score -524557.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -524579.625000 Penalty: 4296.687988
	Iteration 26Q: 3 clusters Score -524579.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -524604.562500 Penalty: 4296.687988
	Iteration 27Q: 3 clusters Score -524604.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -524627.812500 Penalty: 4296.687988
	Iteration 28Q: 3 clusters Score -524627.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -524642.562500 Penalty: 4296.687988
	Iteration 29Q: 3 clusters Score -524642.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -524655.125000 Penalty: 4296.687988
	Iteration 30Q: 3 clusters Score -524655.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -524667.062500 Penalty: 4296.687988
	Iteration 31Q: 3 clusters Score -524667.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -524678.937500 Penalty: 4296.687988
	Iteration 32Q: 3 clusters Score -524678.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -524688.937500 Penalty: 4296.687988
	Iteration 33Q: 3 clusters Score -524688.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -524700.187500 Penalty: 4296.687988
	Iteration 34Q: 3 clusters Score -524700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -524706.062500 Penalty: 4296.687988
	Iteration 35Q: 3 clusters Score -524706.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -524716.937500 Penalty: 4296.687988
	Iteration 36Q: 3 clusters Score -524716.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -524724.125000 Penalty: 4296.687988
	Iteration 37Q: 3 clusters Score -524724.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -524737.125000 Penalty: 4296.687988
	Iteration 38Q: 3 clusters Score -524737.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -524749.437500 Penalty: 4296.687988
	Iteration 39Q: 3 clusters Score -524749.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -524759.562500 Penalty: 4296.687988
	Iteration 40F: 3 clusters Score -524759.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -524767.062500 Penalty: 4296.687988
	Iteration 41Q: 3 clusters Score -524767.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -524773.062500 Penalty: 4296.687988
	Iteration 42Q: 3 clusters Score -524773.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -524776.375000 Penalty: 4296.687988
	Iteration 43Q: 3 clusters Score -524776.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -524780.625000 Penalty: 4296.687988
	Iteration 44Q: 3 clusters Score -524780.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -524787.625000 Penalty: 4296.687988
	Iteration 45Q: 3 clusters Score -524787.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -524793.375000 Penalty: 4296.687988
	Iteration 46Q: 3 clusters Score -524793.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -524803.125000 Penalty: 4296.687988
	Iteration 47Q: 3 clusters Score -524803.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -524817.750000 Penalty: 4296.687988
	Iteration 48Q: 3 clusters Score -524817.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -524830.875000 Penalty: 4296.687988
	Iteration 49Q: 3 clusters Score -524830.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -524842.000000 Penalty: 4296.687988
	Iteration 50Q: 3 clusters Score -524842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -524852.500000 Penalty: 4296.687988
	Iteration 51Q: 3 clusters Score -524852.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -524861.437500 Penalty: 4296.687988
	Iteration 52Q: 3 clusters Score -524861.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -524875.437500 Penalty: 4296.687988
	Iteration 53Q: 3 clusters Score -524875.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -524885.937500 Penalty: 4296.687988
	Iteration 54Q: 3 clusters Score -524885.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -524896.312500 Penalty: 4296.687988
	Iteration 55Q: 3 clusters Score -524896.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -524902.875000 Penalty: 4296.687988
	Iteration 56Q: 3 clusters Score -524902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -524909.312500 Penalty: 4296.687988
	Iteration 57Q: 3 clusters Score -524909.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -524918.687500 Penalty: 4296.687988
	Iteration 58Q: 3 clusters Score -524918.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -524932.000000 Penalty: 4296.687988
	Iteration 59Q: 3 clusters Score -524932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -524944.250000 Penalty: 4296.687988
	Iteration 60F: 3 clusters Score -524944.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -524950.062500 Penalty: 4296.687988
	Iteration 61Q: 3 clusters Score -524950.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -524956.625000 Penalty: 4296.687988
	Iteration 62Q: 3 clusters Score -524956.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -524959.625000 Penalty: 4296.687988
	Iteration 63Q: 3 clusters Score -524959.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -524962.687500 Penalty: 4296.687988
	Iteration 64Q: 3 clusters Score -524962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -524965.125000 Penalty: 4296.687988
	Iteration 65Q: 3 clusters Score -524965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -524966.500000 Penalty: 4296.687988
	Iteration 66Q: 3 clusters Score -524966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -524967.562500 Penalty: 4296.687988
	Iteration 67Q: 3 clusters Score -524967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -524967.750000 Penalty: 4296.687988
	Iteration 68Q: 3 clusters Score -524967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -524970.000000 Penalty: 4296.687988
	Iteration 69Q: 3 clusters Score -524970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -524969.437500 Penalty: 4296.687988
	Iteration 70Q: 3 clusters Score -524969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -524970.437500 Penalty: 4296.687988
	Iteration 71Q: 3 clusters Score -524970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -524973.375000 Penalty: 4296.687988
	Iteration 72Q: 3 clusters Score -524973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -524975.812500 Penalty: 4296.687988
	Iteration 73Q: 3 clusters Score -524975.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -524978.125000 Penalty: 4296.687988
	Iteration 74Q: 3 clusters Score -524978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -524979.937500 Penalty: 4296.687988
	Iteration 75Q: 3 clusters Score -524979.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -524985.062500 Penalty: 4296.687988
	Iteration 76Q: 3 clusters Score -524985.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -524987.875000 Penalty: 4296.687988
	Iteration 77Q: 3 clusters Score -524987.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -524992.000000 Penalty: 4296.687988
	Iteration 78Q: 3 clusters Score -524992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -524995.750000 Penalty: 4296.687988
	Iteration 79Q: 3 clusters Score -524995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -524996.937500 Penalty: 4296.687988
	Iteration 80F: 3 clusters Score -524996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -524999.500000 Penalty: 4296.687988
	Iteration 81Q: 3 clusters Score -524999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -525000.937500 Penalty: 4296.687988
	Iteration 82Q: 3 clusters Score -525000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -525001.187500 Penalty: 4296.687988
	Iteration 83Q: 3 clusters Score -525001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -525002.437500 Penalty: 4296.687988
	Iteration 84Q: 3 clusters Score -525002.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -525004.375000 Penalty: 4296.687988
	Iteration 85Q: 3 clusters Score -525004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -525004.937500 Penalty: 4296.687988
	Iteration 86Q: 3 clusters Score -525004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -525006.000000 Penalty: 4296.687988
	Iteration 87Q: 3 clusters Score -525006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -525009.500000 Penalty: 4296.687988
	Iteration 88Q: 3 clusters Score -525009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -525009.187500 Penalty: 4296.687988
	Iteration 89Q: 3 clusters Score -525009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -525009.500000 Penalty: 4296.687988
	Iteration 90Q: 3 clusters Score -525009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -525009.500000 Penalty: 4296.687988
	Iteration 91F: 3 clusters Score -525009.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Entering Unmasked Estep 
Score: -1870220.500000 Penalty: 2392.835693
	Iteration 0F: 2 clusters Score -1870220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1858961.125000 Penalty: 4785.671387
	Iteration 0F: 3 clusters Score -1858961 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1862670.250000 Penalty: 4785.671387
	Iteration 1F: 3 clusters Score -1862670 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1863167.125000 Penalty: 4785.671387
	Iteration 2F: 3 clusters Score -1863167 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1863578.250000 Penalty: 4785.671387
	Iteration 3F: 3 clusters Score -1863578 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1863970.625000 Penalty: 4785.671387
	Iteration 4Q: 3 clusters Score -1863971 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1864371.000000 Penalty: 4785.671387
	Iteration 5F: 3 clusters Score -1864371 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1864741.750000 Penalty: 4785.671387
	Iteration 6Q: 3 clusters Score -1864742 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1865055.750000 Penalty: 4785.671387
	Iteration 7Q: 3 clusters Score -1865056 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1865343.375000 Penalty: 4785.671387
	Iteration 8Q: 3 clusters Score -1865343 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1865556.125000 Penalty: 4785.671387
	Iteration 9Q: 3 clusters Score -1865556 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1865731.250000 Penalty: 4785.671387
	Iteration 10Q: 3 clusters Score -1865731 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1865854.250000 Penalty: 4785.671387
	Iteration 11Q: 3 clusters Score -1865854 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1865973.875000 Penalty: 4785.671387
	Iteration 12Q: 3 clusters Score -1865974 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1866079.000000 Penalty: 4785.671387
	Iteration 13Q: 3 clusters Score -1866079 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1866162.750000 Penalty: 4785.671387
	Iteration 14Q: 3 clusters Score -1866163 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1866248.625000 Penalty: 4785.671387
	Iteration 15Q: 3 clusters Score -1866249 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1866330.125000 Penalty: 4785.671387
	Iteration 16Q: 3 clusters Score -1866330 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1866396.250000 Penalty: 4785.671387
	Iteration 17Q: 3 clusters Score -1866396 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1866493.250000 Penalty: 4785.671387
	Iteration 18Q: 3 clusters Score -1866493 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1866598.875000 Penalty: 4785.671387
	Iteration 19Q: 3 clusters Score -1866599 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1866696.125000 Penalty: 4785.671387
	Iteration 20F: 3 clusters Score -1866696 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1866783.625000 Penalty: 4785.671387
	Iteration 21Q: 3 clusters Score -1866784 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1866872.625000 Penalty: 4785.671387
	Iteration 22Q: 3 clusters Score -1866873 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1866969.125000 Penalty: 4785.671387
	Iteration 23Q: 3 clusters Score -1866969 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1867078.875000 Penalty: 4785.671387
	Iteration 24Q: 3 clusters Score -1867079 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1867212.750000 Penalty: 4785.671387
	Iteration 25Q: 3 clusters Score -1867213 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1867342.250000 Penalty: 4785.671387
	Iteration 26Q: 3 clusters Score -1867342 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1867461.125000 Penalty: 4785.671387
	Iteration 27Q: 3 clusters Score -1867461 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1867557.000000 Penalty: 4785.671387
	Iteration 28Q: 3 clusters Score -1867557 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1867639.500000 Penalty: 4785.671387
	Iteration 29Q: 3 clusters Score -1867640 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1867729.375000 Penalty: 4785.671387
	Iteration 30Q: 3 clusters Score -1867729 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -1867808.125000 Penalty: 4785.671387
	Iteration 31Q: 3 clusters Score -1867808 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1867884.375000 Penalty: 4785.671387
	Iteration 32Q: 3 clusters Score -1867884 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1867956.250000 Penalty: 4785.671387
	Iteration 33Q: 3 clusters Score -1867956 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1868021.250000 Penalty: 4785.671387
	Iteration 34Q: 3 clusters Score -1868021 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1868065.750000 Penalty: 4785.671387
	Iteration 35Q: 3 clusters Score -1868066 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1868118.625000 Penalty: 4785.671387
	Iteration 36Q: 3 clusters Score -1868119 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1868153.500000 Penalty: 4785.671387
	Iteration 37Q: 3 clusters Score -1868154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1868175.500000 Penalty: 4785.671387
	Iteration 38Q: 3 clusters Score -1868176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1868198.750000 Penalty: 4785.671387
	Iteration 39Q: 3 clusters Score -1868199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1868213.000000 Penalty: 4785.671387
	Iteration 40F: 3 clusters Score -1868213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1868227.750000 Penalty: 4785.671387
	Iteration 41Q: 3 clusters Score -1868228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1868243.125000 Penalty: 4785.671387
	Iteration 42Q: 3 clusters Score -1868243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1868250.875000 Penalty: 4785.671387
	Iteration 43Q: 3 clusters Score -1868251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1868267.250000 Penalty: 4785.671387
	Iteration 44Q: 3 clusters Score -1868267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1868274.500000 Penalty: 4785.671387
	Iteration 45Q: 3 clusters Score -1868274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1868280.500000 Penalty: 4785.671387
	Iteration 46Q: 3 clusters Score -1868280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1868286.625000 Penalty: 4785.671387
	Iteration 47Q: 3 clusters Score -1868287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1868296.000000 Penalty: 4785.671387
	Iteration 48Q: 3 clusters Score -1868296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1868300.375000 Penalty: 4785.671387
	Iteration 49Q: 3 clusters Score -1868300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1868306.750000 Penalty: 4785.671387
	Iteration 50Q: 3 clusters Score -1868307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1868312.250000 Penalty: 4785.671387
	Iteration 51Q: 3 clusters Score -1868312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1868317.250000 Penalty: 4785.671387
	Iteration 52Q: 3 clusters Score -1868317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1868317.250000 Penalty: 4785.671387
	Iteration 53Q: 3 clusters Score -1868317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1868321.875000 Penalty: 4785.671387
	Iteration 54Q: 3 clusters Score -1868322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1868321.500000 Penalty: 4785.671387
	Iteration 55Q: 3 clusters Score -1868322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1868323.375000 Penalty: 4785.671387
	Iteration 56Q: 3 clusters Score -1868323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1868321.125000 Penalty: 4785.671387
	Iteration 57Q: 3 clusters Score -1868321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1868324.125000 Penalty: 4785.671387
	Iteration 58Q: 3 clusters Score -1868324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1868322.250000 Penalty: 4785.671387
	Iteration 59Q: 3 clusters Score -1868322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1868325.375000 Penalty: 4785.671387
	Iteration 60F: 3 clusters Score -1868325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1868326.125000 Penalty: 4785.671387
	Iteration 61Q: 3 clusters Score -1868326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1868331.000000 Penalty: 4785.671387
	Iteration 62Q: 3 clusters Score -1868331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1868335.250000 Penalty: 4785.671387
	Iteration 63Q: 3 clusters Score -1868335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1868334.000000 Penalty: 4785.671387
	Iteration 64Q: 3 clusters Score -1868334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1868336.875000 Penalty: 4785.671387
	Iteration 65Q: 3 clusters Score -1868337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1868339.250000 Penalty: 4785.671387
	Iteration 66Q: 3 clusters Score -1868339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1868343.125000 Penalty: 4785.671387
	Iteration 67Q: 3 clusters Score -1868343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1868345.875000 Penalty: 4785.671387
	Iteration 68Q: 3 clusters Score -1868346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1868351.875000 Penalty: 4785.671387
	Iteration 69Q: 3 clusters Score -1868352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1868354.625000 Penalty: 4785.671387
	Iteration 70Q: 3 clusters Score -1868355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1868357.500000 Penalty: 4785.671387
	Iteration 71Q: 3 clusters Score -1868358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1868356.250000 Penalty: 4785.671387
	Iteration 72Q: 3 clusters Score -1868356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1868357.875000 Penalty: 4785.671387
	Iteration 73Q: 3 clusters Score -1868358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1868360.750000 Penalty: 4785.671387
	Iteration 74Q: 3 clusters Score -1868361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1868360.500000 Penalty: 4785.671387
	Iteration 75Q: 3 clusters Score -1868360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1868366.250000 Penalty: 4785.671387
	Iteration 76Q: 3 clusters Score -1868366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1868369.375000 Penalty: 4785.671387
	Iteration 77Q: 3 clusters Score -1868369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1868371.125000 Penalty: 4785.671387
	Iteration 78Q: 3 clusters Score -1868371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1868371.000000 Penalty: 4785.671387
	Iteration 79Q: 3 clusters Score -1868371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1868372.250000 Penalty: 4785.671387
	Iteration 80F: 3 clusters Score -1868372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1868374.875000 Penalty: 4785.671387
	Iteration 81Q: 3 clusters Score -1868375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1868375.875000 Penalty: 4785.671387
	Iteration 82Q: 3 clusters Score -1868376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1868379.625000 Penalty: 4785.671387
	Iteration 83Q: 3 clusters Score -1868380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1868380.875000 Penalty: 4785.671387
	Iteration 84Q: 3 clusters Score -1868381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1868382.875000 Penalty: 4785.671387
	Iteration 85Q: 3 clusters Score -1868383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1868386.500000 Penalty: 4785.671387
	Iteration 86Q: 3 clusters Score -1868386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1868383.125000 Penalty: 4785.671387
	Iteration 87Q: 3 clusters Score -1868383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1868383.750000 Penalty: 4785.671387
	Iteration 88Q: 3 clusters Score -1868384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1868383.750000 Penalty: 4785.671387
	Iteration 89F: 3 clusters Score -1868384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -380123.468750 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -380123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -375821.406250 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -375821.4 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -377128.375000 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -377128.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -377536.375000 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -377536.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -377843.531250 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -377843.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -378112.031250 Penalty: 4205.209473
	Iteration 4F: 3 clusters Score -378112 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -378406.156250 Penalty: 4205.209473
	Iteration 5Q: 3 clusters Score -378406.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -378710.843750 Penalty: 4205.209473
	Iteration 6F: 3 clusters Score -378710.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -378964.562500 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -378964.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -379121.875000 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -379121.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -379231.312500 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -379231.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -379294.812500 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -379294.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -379334.031250 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -379334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -379355.312500 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -379355.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -379365.312500 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -379365.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -379368.718750 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -379368.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -379371.687500 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -379371.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -379375.375000 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -379375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -379379.187500 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -379379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -379382.312500 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -379382.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -379384.125000 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -379384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -379385.562500 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -379385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -379385.906250 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -379385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -379386.156250 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -379386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -379386.156250 Penalty: 4205.209473
	Iteration 23F: 3 clusters Score -379386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1102161.375000 Penalty: 2293.198730
	Iteration 0F: 2 clusters Score -1102161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1094280.750000 Penalty: 4586.397461
	Iteration 0F: 3 clusters Score -1094281 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1096907.375000 Penalty: 4586.397461
	Iteration 1F: 3 clusters Score -1096907 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1097423.125000 Penalty: 4586.397461
	Iteration 2F: 3 clusters Score -1097423 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1097978.000000 Penalty: 4586.397461
	Iteration 3F: 3 clusters Score -1097978 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1098479.000000 Penalty: 4586.397461
	Iteration 4F: 3 clusters Score -1098479 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1098914.000000 Penalty: 4586.397461
	Iteration 5F: 3 clusters Score -1098914 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1099288.375000 Penalty: 4586.397461
	Iteration 6F: 3 clusters Score -1099288 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1099595.625000 Penalty: 4586.397461
	Iteration 7Q: 3 clusters Score -1099596 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1099814.625000 Penalty: 4586.397461
	Iteration 8Q: 3 clusters Score -1099815 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1099988.750000 Penalty: 4586.397461
	Iteration 9Q: 3 clusters Score -1099989 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1100108.375000 Penalty: 4586.397461
	Iteration 10Q: 3 clusters Score -1100108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1100184.625000 Penalty: 4586.397461
	Iteration 11Q: 3 clusters Score -1100185 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1100229.625000 Penalty: 4586.397461
	Iteration 12Q: 3 clusters Score -1100230 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1100256.000000 Penalty: 4586.397461
	Iteration 13Q: 3 clusters Score -1100256 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1100286.750000 Penalty: 4586.397461
	Iteration 14Q: 3 clusters Score -1100287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1100312.750000 Penalty: 4586.397461
	Iteration 15Q: 3 clusters Score -1100313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1100335.125000 Penalty: 4586.397461
	Iteration 16Q: 3 clusters Score -1100335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1100351.125000 Penalty: 4586.397461
	Iteration 17Q: 3 clusters Score -1100351 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1100365.750000 Penalty: 4586.397461
	Iteration 18Q: 3 clusters Score -1100366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1100379.750000 Penalty: 4586.397461
	Iteration 19Q: 3 clusters Score -1100380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1100395.125000 Penalty: 4586.397461
	Iteration 20F: 3 clusters Score -1100395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1100417.125000 Penalty: 4586.397461
	Iteration 21Q: 3 clusters Score -1100417 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1100453.875000 Penalty: 4586.397461
	Iteration 22Q: 3 clusters Score -1100454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1100488.500000 Penalty: 4586.397461
	Iteration 23Q: 3 clusters Score -1100488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1100526.875000 Penalty: 4586.397461
	Iteration 24Q: 3 clusters Score -1100527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1100556.750000 Penalty: 4586.397461
	Iteration 25Q: 3 clusters Score -1100557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1100571.375000 Penalty: 4586.397461
	Iteration 26Q: 3 clusters Score -1100571 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1100584.250000 Penalty: 4586.397461
	Iteration 27Q: 3 clusters Score -1100584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1100587.875000 Penalty: 4586.397461
	Iteration 28Q: 3 clusters Score -1100588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1100599.625000 Penalty: 4586.397461
	Iteration 29Q: 3 clusters Score -1100600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1100606.625000 Penalty: 4586.397461
	Iteration 30Q: 3 clusters Score -1100607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1100614.125000 Penalty: 4586.397461
	Iteration 31Q: 3 clusters Score -1100614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1100618.125000 Penalty: 4586.397461
	Iteration 32Q: 3 clusters Score -1100618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1100625.125000 Penalty: 4586.397461
	Iteration 33Q: 3 clusters Score -1100625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1100631.750000 Penalty: 4586.397461
	Iteration 34Q: 3 clusters Score -1100632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1100637.375000 Penalty: 4586.397461
	Iteration 35Q: 3 clusters Score -1100637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1100641.250000 Penalty: 4586.397461
	Iteration 36Q: 3 clusters Score -1100641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1100646.000000 Penalty: 4586.397461
	Iteration 37Q: 3 clusters Score -1100646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1100646.875000 Penalty: 4586.397461
	Iteration 38Q: 3 clusters Score -1100647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1100653.625000 Penalty: 4586.397461
	Iteration 39Q: 3 clusters Score -1100654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1100653.375000 Penalty: 4586.397461
	Iteration 40F: 3 clusters Score -1100653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1100652.000000 Penalty: 4586.397461
	Iteration 41Q: 3 clusters Score -1100652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1100654.125000 Penalty: 4586.397461
	Iteration 42Q: 3 clusters Score -1100654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1100658.375000 Penalty: 4586.397461
	Iteration 43Q: 3 clusters Score -1100658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1100662.250000 Penalty: 4586.397461
	Iteration 44Q: 3 clusters Score -1100662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1100663.875000 Penalty: 4586.397461
	Iteration 45Q: 3 clusters Score -1100664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1100664.125000 Penalty: 4586.397461
	Iteration 46Q: 3 clusters Score -1100664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1100667.875000 Penalty: 4586.397461
	Iteration 47Q: 3 clusters Score -1100668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1100671.250000 Penalty: 4586.397461
	Iteration 48Q: 3 clusters Score -1100671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1100672.625000 Penalty: 4586.397461
	Iteration 49Q: 3 clusters Score -1100673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1100676.125000 Penalty: 4586.397461
	Iteration 50Q: 3 clusters Score -1100676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1100676.625000 Penalty: 4586.397461
	Iteration 51Q: 3 clusters Score -1100677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1100679.875000 Penalty: 4586.397461
	Iteration 52Q: 3 clusters Score -1100680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1100682.750000 Penalty: 4586.397461
	Iteration 53Q: 3 clusters Score -1100683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1100684.250000 Penalty: 4586.397461
	Iteration 54Q: 3 clusters Score -1100684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1100683.875000 Penalty: 4586.397461
	Iteration 55Q: 3 clusters Score -1100684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1100685.625000 Penalty: 4586.397461
	Iteration 56Q: 3 clusters Score -1100686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1100688.125000 Penalty: 4586.397461
	Iteration 57Q: 3 clusters Score -1100688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1100689.875000 Penalty: 4586.397461
	Iteration 58Q: 3 clusters Score -1100690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1100691.875000 Penalty: 4586.397461
	Iteration 59Q: 3 clusters Score -1100692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1100694.625000 Penalty: 4586.397461
	Iteration 60F: 3 clusters Score -1100695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1100694.500000 Penalty: 4586.397461
	Iteration 61Q: 3 clusters Score -1100694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1100694.250000 Penalty: 4586.397461
	Iteration 62Q: 3 clusters Score -1100694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1100699.000000 Penalty: 4586.397461
	Iteration 63Q: 3 clusters Score -1100699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1100698.750000 Penalty: 4586.397461
	Iteration 64Q: 3 clusters Score -1100699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1100701.750000 Penalty: 4586.397461
	Iteration 65Q: 3 clusters Score -1100702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1100702.875000 Penalty: 4586.397461
	Iteration 66Q: 3 clusters Score -1100703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1100702.375000 Penalty: 4586.397461
	Iteration 67Q: 3 clusters Score -1100702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1100703.625000 Penalty: 4586.397461
	Iteration 68Q: 3 clusters Score -1100704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1100706.000000 Penalty: 4586.397461
	Iteration 69Q: 3 clusters Score -1100706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1100707.625000 Penalty: 4586.397461
	Iteration 70Q: 3 clusters Score -1100708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1100708.250000 Penalty: 4586.397461
	Iteration 71Q: 3 clusters Score -1100708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1100712.250000 Penalty: 4586.397461
	Iteration 72Q: 3 clusters Score -1100712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1100713.125000 Penalty: 4586.397461
	Iteration 73Q: 3 clusters Score -1100713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1100715.250000 Penalty: 4586.397461
	Iteration 74Q: 3 clusters Score -1100715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1100716.375000 Penalty: 4586.397461
	Iteration 75Q: 3 clusters Score -1100716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1100713.500000 Penalty: 4586.397461
	Iteration 76Q: 3 clusters Score -1100714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1100720.875000 Penalty: 4586.397461
	Iteration 77Q: 3 clusters Score -1100721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1100721.500000 Penalty: 4586.397461
	Iteration 78Q: 3 clusters Score -1100722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1100725.750000 Penalty: 4586.397461
	Iteration 79Q: 3 clusters Score -1100726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1100727.250000 Penalty: 4586.397461
	Iteration 80F: 3 clusters Score -1100727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1100732.500000 Penalty: 4586.397461
	Iteration 81Q: 3 clusters Score -1100732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1100734.250000 Penalty: 4586.397461
	Iteration 82Q: 3 clusters Score -1100734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1100742.500000 Penalty: 4586.397461
	Iteration 83Q: 3 clusters Score -1100742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1100747.000000 Penalty: 4586.397461
	Iteration 84Q: 3 clusters Score -1100747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1100750.625000 Penalty: 4586.397461
	Iteration 85Q: 3 clusters Score -1100751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1100759.375000 Penalty: 4586.397461
	Iteration 86Q: 3 clusters Score -1100759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1100764.375000 Penalty: 4586.397461
	Iteration 87Q: 3 clusters Score -1100764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1100769.250000 Penalty: 4586.397461
	Iteration 88Q: 3 clusters Score -1100769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1100771.750000 Penalty: 4586.397461
	Iteration 89Q: 3 clusters Score -1100772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1100778.250000 Penalty: 4586.397461
	Iteration 90Q: 3 clusters Score -1100778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1100783.750000 Penalty: 4586.397461
	Iteration 91Q: 3 clusters Score -1100784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1100792.375000 Penalty: 4586.397461
	Iteration 92Q: 3 clusters Score -1100792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1100792.250000 Penalty: 4586.397461
	Iteration 93Q: 3 clusters Score -1100792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1100796.750000 Penalty: 4586.397461
	Iteration 94Q: 3 clusters Score -1100797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1100800.125000 Penalty: 4586.397461
	Iteration 95Q: 3 clusters Score -1100800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1100801.000000 Penalty: 4586.397461
	Iteration 96Q: 3 clusters Score -1100801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1100803.375000 Penalty: 4586.397461
	Iteration 97Q: 3 clusters Score -1100803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1100805.375000 Penalty: 4586.397461
	Iteration 98Q: 3 clusters Score -1100805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1100808.625000 Penalty: 4586.397461
	Iteration 99Q: 3 clusters Score -1100809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1100815.375000 Penalty: 4586.397461
	Iteration 100F: 3 clusters Score -1100815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1100820.125000 Penalty: 4586.397461
	Iteration 101Q: 3 clusters Score -1100820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1100820.500000 Penalty: 4586.397461
	Iteration 102Q: 3 clusters Score -1100820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1100821.750000 Penalty: 4586.397461
	Iteration 103Q: 3 clusters Score -1100822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1100823.125000 Penalty: 4586.397461
	Iteration 104Q: 3 clusters Score -1100823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1100824.000000 Penalty: 4586.397461
	Iteration 105Q: 3 clusters Score -1100824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1100825.250000 Penalty: 4586.397461
	Iteration 106Q: 3 clusters Score -1100825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1100825.625000 Penalty: 4586.397461
	Iteration 107Q: 3 clusters Score -1100826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1100828.375000 Penalty: 4586.397461
	Iteration 108Q: 3 clusters Score -1100828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1100827.375000 Penalty: 4586.397461
	Iteration 109Q: 3 clusters Score -1100827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1100829.125000 Penalty: 4586.397461
	Iteration 110Q: 3 clusters Score -1100829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1100832.375000 Penalty: 4586.397461
	Iteration 111Q: 3 clusters Score -1100832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1100833.625000 Penalty: 4586.397461
	Iteration 112Q: 3 clusters Score -1100834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1100832.500000 Penalty: 4586.397461
	Iteration 113Q: 3 clusters Score -1100832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1100831.500000 Penalty: 4586.397461
	Iteration 114Q: 3 clusters Score -1100832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1100831.500000 Penalty: 4586.397461
	Iteration 115F: 3 clusters Score -1100832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Entering Unmasked Estep 
Score: -1832429.875000 Penalty: 2387.645508
	Iteration 0F: 2 clusters Score -1832430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1821476.000000 Penalty: 4775.291016
	Iteration 0F: 3 clusters Score -1821476 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1824930 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1825310 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1825618 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1825872 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1826118 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1826319.750000 Penalty: 4775.291016
	Iteration 6Q: 3 clusters Score -1826320 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1826479.250000 Penalty: 4775.291016
	Iteration 7Q: 3 clusters Score -1826479 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1826621.000000 Penalty: 4775.291016
	Iteration 8Q: 3 clusters Score -1826621 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1826741.375000 Penalty: 4775.291016
	Iteration 9Q: 3 clusters Score -1826741 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1826888.625000 Penalty: 4775.291016
	Iteration 10Q: 3 clusters Score -1826889 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1827069.375000 Penalty: 4775.291016
	Iteration 11Q: 3 clusters Score -1827069 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1827287.250000 Penalty: 4775.291016
	Iteration 12Q: 3 clusters Score -1827287 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1827562.750000 Penalty: 4775.291016
	Iteration 13Q: 3 clusters Score -1827563 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1827880.000000 Penalty: 4775.291016
	Iteration 14Q: 3 clusters Score -1827880 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1828214.875000 Penalty: 4775.291016
	Iteration 15Q: 3 clusters Score -1828215 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1828548.500000 Penalty: 4775.291016
	Iteration 16Q: 3 clusters Score -1828548 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1828811.375000 Penalty: 4775.291016
	Iteration 17Q: 3 clusters Score -1828811 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1829050.625000 Penalty: 4775.291016
	Iteration 18Q: 3 clusters Score -1829051 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1829275.875000 Penalty: 4775.291016
	Iteration 19Q: 3 clusters Score -1829276 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1829480.500000 Penalty: 4775.291016
	Iteration 20F: 3 clusters Score -1829480 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1829664.750000 Penalty: 4775.291016
	Iteration 21Q: 3 clusters Score -1829665 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1829852.875000 Penalty: 4775.291016
	Iteration 22Q: 3 clusters Score -1829853 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1830087.125000 Penalty: 4775.291016
	Iteration 23Q: 3 clusters Score -1830087 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1830275.375000 Penalty: 4775.291016
	Iteration 24Q: 3 clusters Score -1830275 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1830429.500000 Penalty: 4775.291016
	Iteration 25Q: 3 clusters Score -1830430 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1830579.375000 Penalty: 4775.291016
	Iteration 26Q: 3 clusters Score -1830579 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1830714.250000 Penalty: 4775.291016
	Iteration 27Q: 3 clusters Score -1830714 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1830840.375000 Penalty: 4775.291016
	Iteration 28Q: 3 clusters Score -1830840 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1830932.375000 Penalty: 4775.291016
	Iteration 29Q: 3 clusters Score -1830932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1830985.750000 Penalty: 4775.291016
	Iteration 30Q: 3 clusters Score -1830986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1831028.375000 Penalty: 4775.291016
	Iteration 31Q: 3 clusters Score -1831028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1831048.375000 Penalty: 4775.291016
	Iteration 32Q: 3 clusters Score -1831048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1831056.375000 Penalty: 4775.291016
	Iteration 33Q: 3 clusters Score -1831056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1831063.125000 Penalty: 4775.291016
	Iteration 34Q: 3 clusters Score -1831063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1831069.125000 Penalty: 4775.291016
	Iteration 35Q: 3 clusters Score -1831069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1831072.500000 Penalty: 4775.291016
	Iteration 36Q: 3 clusters Score -1831072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1831082.625000 Penalty: 4775.291016
	Iteration 37Q: 3 clusters Score -1831083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1831083.125000 Penalty: 4775.291016
	Iteration 38Q: 3 clusters Score -1831083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1831086.375000 Penalty: 4775.291016
	Iteration 39Q: 3 clusters Score -1831086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1831243.750000 Penalty: 4775.291016
	Iteration 40F: 3 clusters Score -1831244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1831344.750000 Penalty: 4775.291016
	Iteration 41Q: 3 clusters Score -1831345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -1831433.875000 Penalty: 4775.291016
	Iteration 42Q: 3 clusters Score -1831434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1831496.500000 Penalty: 4775.291016
	Iteration 43Q: 3 clusters Score -1831496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1831532.750000 Penalty: 4775.291016
	Iteration 44Q: 3 clusters Score -1831533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1831563.000000 Penalty: 4775.291016
	Iteration 45Q: 3 clusters Score -1831563 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1831589.000000 Penalty: 4775.291016
	Iteration 46Q: 3 clusters Score -1831589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1831601.250000 Penalty: 4775.291016
	Iteration 47Q: 3 clusters Score -1831601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -1831616.000000 Penalty: 4775.291016
	Iteration 48Q: 3 clusters Score -1831616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1831629.125000 Penalty: 4775.291016
	Iteration 49Q: 3 clusters Score -1831629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1831644.000000 Penalty: 4775.291016
	Iteration 50Q: 3 clusters Score -1831644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1831654.625000 Penalty: 4775.291016
	Iteration 51Q: 3 clusters Score -1831655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1831671.500000 Penalty: 4775.291016
	Iteration 52Q: 3 clusters Score -1831672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1831681.875000 Penalty: 4775.291016
	Iteration 53Q: 3 clusters Score -1831682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1831694.125000 Penalty: 4775.291016
	Iteration 54Q: 3 clusters Score -1831694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1831706.250000 Penalty: 4775.291016
	Iteration 55Q: 3 clusters Score -1831706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1831723.625000 Penalty: 4775.291016
	Iteration 56Q: 3 clusters Score -1831724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1831730.375000 Penalty: 4775.291016
	Iteration 57Q: 3 clusters Score -1831730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1831735.375000 Penalty: 4775.291016
	Iteration 58Q: 3 clusters Score -1831735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1831743.250000 Penalty: 4775.291016
	Iteration 59Q: 3 clusters Score -1831743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1831775.875000 Penalty: 4775.291016
	Iteration 60F: 3 clusters Score -1831776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -1831799.875000 Penalty: 4775.291016
	Iteration 61Q: 3 clusters Score -1831800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1831812.875000 Penalty: 4775.291016
	Iteration 62Q: 3 clusters Score -1831813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1831821.000000 Penalty: 4775.291016
	Iteration 63Q: 3 clusters Score -1831821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1831827.125000 Penalty: 4775.291016
	Iteration 64Q: 3 clusters Score -1831827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1831830.625000 Penalty: 4775.291016
	Iteration 65Q: 3 clusters Score -1831831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1831835.750000 Penalty: 4775.291016
	Iteration 66Q: 3 clusters Score -1831836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1831837.000000 Penalty: 4775.291016
	Iteration 67Q: 3 clusters Score -1831837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1831836.375000 Penalty: 4775.291016
	Iteration 68Q: 3 clusters Score -1831836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1831837.125000 Penalty: 4775.291016
	Iteration 69Q: 3 clusters Score -1831837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1831840.750000 Penalty: 4775.291016
	Iteration 70Q: 3 clusters Score -1831841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1831841.125000 Penalty: 4775.291016
	Iteration 71Q: 3 clusters Score -1831841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1831841.875000 Penalty: 4775.291016
	Iteration 72Q: 3 clusters Score -1831842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1831845.250000 Penalty: 4775.291016
	Iteration 73Q: 3 clusters Score -1831845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1831846.750000 Penalty: 4775.291016
	Iteration 74Q: 3 clusters Score -1831847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1831846.500000 Penalty: 4775.291016
	Iteration 75Q: 3 clusters Score -1831846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1831846.625000 Penalty: 4775.291016
	Iteration 76Q: 3 clusters Score -1831847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1831847.875000 Penalty: 4775.291016
	Iteration 77Q: 3 clusters Score -1831848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1831847.875000 Penalty: 4775.291016
	Iteration 78F: 3 clusters Score -1831848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -437239.437500 Penalty: 2037.321655
	Iteration 0F: 2 clusters Score -437239.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -433512.812500 Penalty: 4074.643311
	Iteration 0F: 3 clusters Score -433512.8 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -434340.406250 Penalty: 4074.643311
	Iteration 1F: 3 clusters Score -434340.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -434570.937500 Penalty: 4074.643311
	Iteration 2F: 3 clusters Score -434570.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -434681.125000 Penalty: 4074.643311
	Iteration 3Q: 3 clusters Score -434681.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -434750.593750 Penalty: 4074.643311
	Iteration 4Q: 3 clusters Score -434750.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -434809.812500 Penalty: 4074.643311
	Iteration 5Q: 3 clusters Score -434809.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -434869.718750 Penalty: 4074.643311
	Iteration 6Q: 3 clusters Score -434869.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -434921.218750 Penalty: 4074.643311
	Iteration 7Q: 3 clusters Score -434921.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -434967.218750 Penalty: 4074.643311
	Iteration 8Q: 3 clusters Score -434967.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -434992.187500 Penalty: 4074.643311
	Iteration 9Q: 3 clusters Score -434992.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -435020.312500 Penalty: 4074.643311
	Iteration 10Q: 3 clusters Score -435020.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -435042.656250 Penalty: 4074.643311
	Iteration 11Q: 3 clusters Score -435042.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -435063.500000 Penalty: 4074.643311
	Iteration 12Q: 3 clusters Score -435063.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -435088.156250 Penalty: 4074.643311
	Iteration 13Q: 3 clusters Score -435088.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -435110.750000 Penalty: 4074.643311
	Iteration 14Q: 3 clusters Score -435110.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -435126.031250 Penalty: 4074.643311
	Iteration 15Q: 3 clusters Score -435126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -435140.468750 Penalty: 4074.643311
	Iteration 16Q: 3 clusters Score -435140.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -435151.250000 Penalty: 4074.643311
	Iteration 17Q: 3 clusters Score -435151.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -435157.937500 Penalty: 4074.643311
	Iteration 18Q: 3 clusters Score -435157.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -435163.750000 Penalty: 4074.643311
	Iteration 19Q: 3 clusters Score -435163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -435170.187500 Penalty: 4074.643311
	Iteration 20F: 3 clusters Score -435170.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -435178.812500 Penalty: 4074.643311
	Iteration 21Q: 3 clusters Score -435178.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -435184.437500 Penalty: 4074.643311
	Iteration 22Q: 3 clusters Score -435184.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -435193.593750 Penalty: 4074.643311
	Iteration 23Q: 3 clusters Score -435193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -435200.906250 Penalty: 4074.643311
	Iteration 24Q: 3 clusters Score -435200.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -435209.906250 Penalty: 4074.643311
	Iteration 25Q: 3 clusters Score -435209.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -435219.906250 Penalty: 4074.643311
	Iteration 26Q: 3 clusters Score -435219.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -435226.125000 Penalty: 4074.643311
	Iteration 27Q: 3 clusters Score -435226.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -435232.093750 Penalty: 4074.643311
	Iteration 28Q: 3 clusters Score -435232.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -435237.531250 Penalty: 4074.643311
	Iteration 29Q: 3 clusters Score -435237.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -435243.656250 Penalty: 4074.643311
	Iteration 30Q: 3 clusters Score -435243.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -435250.343750 Penalty: 4074.643311
	Iteration 31Q: 3 clusters Score -435250.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -435259.468750 Penalty: 4074.643311
	Iteration 32Q: 3 clusters Score -435259.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -435269.906250 Penalty: 4074.643311
	Iteration 33Q: 3 clusters Score -435269.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -435274.562500 Penalty: 4074.643311
	Iteration 34Q: 3 clusters Score -435274.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -435277.937500 Penalty: 4074.643311
	Iteration 35Q: 3 clusters Score -435277.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -435283.687500 Penalty: 4074.643311
	Iteration 36Q: 3 clusters Score -435283.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -435288.000000 Penalty: 4074.643311
	Iteration 37Q: 3 clusters Score -435288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -435292.093750 Penalty: 4074.643311
	Iteration 38Q: 3 clusters Score -435292.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -435298.125000 Penalty: 4074.643311
	Iteration 39Q: 3 clusters Score -435298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -435302.812500 Penalty: 4074.643311
	Iteration 40F: 3 clusters Score -435302.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -435304.937500 Penalty: 4074.643311
	Iteration 41Q: 3 clusters Score -435304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -435307.718750 Penalty: 4074.643311
	Iteration 42Q: 3 clusters Score -435307.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -435308.875000 Penalty: 4074.643311
	Iteration 43Q: 3 clusters Score -435308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -435309.750000 Penalty: 4074.643311
	Iteration 44Q: 3 clusters Score -435309.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -435311.093750 Penalty: 4074.643311
	Iteration 45Q: 3 clusters Score -435311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -435311.468750 Penalty: 4074.643311
	Iteration 46Q: 3 clusters Score -435311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -435312.031250 Penalty: 4074.643311
	Iteration 47Q: 3 clusters Score -435312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -435314.312500 Penalty: 4074.643311
	Iteration 48Q: 3 clusters Score -435314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -435314.625000 Penalty: 4074.643311
	Iteration 49Q: 3 clusters Score -435314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -435315.156250 Penalty: 4074.643311
	Iteration 50Q: 3 clusters Score -435315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -435315.156250 Penalty: 4074.643311
	Iteration 51F: 3 clusters Score -435315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Entering Unmasked Estep 
Score: -1958940.250000 Penalty: 2429.383789
	Iteration 0F: 2 clusters Score -1958940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1946217.500000 Penalty: 4858.767578
	Iteration 0F: 3 clusters Score -1946218 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1950505.625000 Penalty: 4858.767578
	Iteration 1F: 3 clusters Score -1950506 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1951076.875000 Penalty: 4858.767578
	Iteration 2F: 3 clusters Score -1951077 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1951700.000000 Penalty: 4858.767578
	Iteration 3F: 3 clusters Score -1951700 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1952331.375000 Penalty: 4858.767578
	Iteration 4F: 3 clusters Score -1952331 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1953003.750000 Penalty: 4858.767578
	Iteration 5F: 3 clusters Score -1953004 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1953637.250000 Penalty: 4858.767578
	Iteration 6F: 3 clusters Score -1953637 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1954226.500000 Penalty: 4858.767578
	Iteration 7F: 3 clusters Score -1954226 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1954681.375000 Penalty: 4858.767578
	Iteration 8Q: 3 clusters Score -1954681 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1955012.375000 Penalty: 4858.767578
	Iteration 9Q: 3 clusters Score -1955012 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1955241.875000 Penalty: 4858.767578
	Iteration 10Q: 3 clusters Score -1955242 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1955416.375000 Penalty: 4858.767578
	Iteration 11Q: 3 clusters Score -1955416 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1955511.250000 Penalty: 4858.767578
	Iteration 12Q: 3 clusters Score -1955511 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1955588.750000 Penalty: 4858.767578
	Iteration 13Q: 3 clusters Score -1955589 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1955646.250000 Penalty: 4858.767578
	Iteration 14Q: 3 clusters Score -1955646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1955697.125000 Penalty: 4858.767578
	Iteration 15Q: 3 clusters Score -1955697 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1955719.125000 Penalty: 4858.767578
	Iteration 16Q: 3 clusters Score -1955719 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1955746.250000 Penalty: 4858.767578
	Iteration 17Q: 3 clusters Score -1955746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1955766.875000 Penalty: 4858.767578
	Iteration 18Q: 3 clusters Score -1955767 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1955780.500000 Penalty: 4858.767578
	Iteration 19Q: 3 clusters Score -1955780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1955795.500000 Penalty: 4858.767578
	Iteration 20F: 3 clusters Score -1955796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1955798.625000 Penalty: 4858.767578
	Iteration 21Q: 3 clusters Score -1955799 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1955818.625000 Penalty: 4858.767578
	Iteration 22Q: 3 clusters Score -1955819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1955836.125000 Penalty: 4858.767578
	Iteration 23Q: 3 clusters Score -1955836 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1955848.500000 Penalty: 4858.767578
	Iteration 24Q: 3 clusters Score -1955848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1955859.000000 Penalty: 4858.767578
	Iteration 25Q: 3 clusters Score -1955859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1955879.500000 Penalty: 4858.767578
	Iteration 26Q: 3 clusters Score -1955880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1955878.125000 Penalty: 4858.767578
	Iteration 27Q: 3 clusters Score -1955878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1955885.750000 Penalty: 4858.767578
	Iteration 28Q: 3 clusters Score -1955886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1955895.250000 Penalty: 4858.767578
	Iteration 29Q: 3 clusters Score -1955895 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1955908.125000 Penalty: 4858.767578
	Iteration 30Q: 3 clusters Score -1955908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1955918.375000 Penalty: 4858.767578
	Iteration 31Q: 3 clusters Score -1955918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1955935.125000 Penalty: 4858.767578
	Iteration 32Q: 3 clusters Score -1955935 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1955953.500000 Penalty: 4858.767578
	Iteration 33Q: 3 clusters Score -1955954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1955974.500000 Penalty: 4858.767578
	Iteration 34Q: 3 clusters Score -1955974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1956004.875000 Penalty: 4858.767578
	Iteration 35Q: 3 clusters Score -1956005 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1956042.000000 Penalty: 4858.767578
	Iteration 36Q: 3 clusters Score -1956042 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1956087.250000 Penalty: 4858.767578
	Iteration 37Q: 3 clusters Score -1956087 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1956141.375000 Penalty: 4858.767578
	Iteration 38Q: 3 clusters Score -1956141 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1956193.500000 Penalty: 4858.767578
	Iteration 39Q: 3 clusters Score -1956194 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1956254.500000 Penalty: 4858.767578
	Iteration 40F: 3 clusters Score -1956254 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1956315.250000 Penalty: 4858.767578
	Iteration 41Q: 3 clusters Score -1956315 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1956371.000000 Penalty: 4858.767578
	Iteration 42Q: 3 clusters Score -1956371 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1956440.125000 Penalty: 4858.767578
	Iteration 43Q: 3 clusters Score -1956440 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1956513.875000 Penalty: 4858.767578
	Iteration 44Q: 3 clusters Score -1956514 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1956579.250000 Penalty: 4858.767578
	Iteration 45Q: 3 clusters Score -1956579 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1956651.750000 Penalty: 4858.767578
	Iteration 46Q: 3 clusters Score -1956652 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1956720.375000 Penalty: 4858.767578
	Iteration 47Q: 3 clusters Score -1956720 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1956799.875000 Penalty: 4858.767578
	Iteration 48Q: 3 clusters Score -1956800 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1956876.250000 Penalty: 4858.767578
	Iteration 49Q: 3 clusters Score -1956876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1956971.125000 Penalty: 4858.767578
	Iteration 50Q: 3 clusters Score -1956971 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1957046.375000 Penalty: 4858.767578
	Iteration 51Q: 3 clusters Score -1957046 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1957126.250000 Penalty: 4858.767578
	Iteration 52Q: 3 clusters Score -1957126 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1957178.125000 Penalty: 4858.767578
	Iteration 53Q: 3 clusters Score -1957178 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1957210.125000 Penalty: 4858.767578
	Iteration 54Q: 3 clusters Score -1957210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1957245.750000 Penalty: 4858.767578
	Iteration 55Q: 3 clusters Score -1957246 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1957266.875000 Penalty: 4858.767578
	Iteration 56Q: 3 clusters Score -1957267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1957268.625000 Penalty: 4858.767578
	Iteration 57Q: 3 clusters Score -1957269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1957273.500000 Penalty: 4858.767578
	Iteration 58Q: 3 clusters Score -1957274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1957288.875000 Penalty: 4858.767578
	Iteration 59Q: 3 clusters Score -1957289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1957294.250000 Penalty: 4858.767578
	Iteration 60F: 3 clusters Score -1957294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1957304.125000 Penalty: 4858.767578
	Iteration 61Q: 3 clusters Score -1957304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1957303.250000 Penalty: 4858.767578
	Iteration 62Q: 3 clusters Score -1957303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1957305.875000 Penalty: 4858.767578
	Iteration 63Q: 3 clusters Score -1957306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1957308.000000 Penalty: 4858.767578
	Iteration 64Q: 3 clusters Score -1957308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1957315.625000 Penalty: 4858.767578
	Iteration 65Q: 3 clusters Score -1957316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1957315.875000 Penalty: 4858.767578
	Iteration 66Q: 3 clusters Score -1957316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1957321.375000 Penalty: 4858.767578
	Iteration 67Q: 3 clusters Score -1957321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1957328.625000 Penalty: 4858.767578
	Iteration 68Q: 3 clusters Score -1957329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1957325.375000 Penalty: 4858.767578
	Iteration 69Q: 3 clusters Score -1957325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1957329.375000 Penalty: 4858.767578
	Iteration 70Q: 3 clusters Score -1957329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1957333.375000 Penalty: 4858.767578
	Iteration 71Q: 3 clusters Score -1957333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1957330.875000 Penalty: 4858.767578
	Iteration 72Q: 3 clusters Score -1957331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1957331.125000 Penalty: 4858.767578
	Iteration 73Q: 3 clusters Score -1957331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1957330.375000 Penalty: 4858.767578
	Iteration 74Q: 3 clusters Score -1957330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1957332.125000 Penalty: 4858.767578
	Iteration 75Q: 3 clusters Score -1957332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1957335.750000 Penalty: 4858.767578
	Iteration 76Q: 3 clusters Score -1957336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1957343.000000 Penalty: 4858.767578
	Iteration 77Q: 3 clusters Score -1957343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1957343.875000 Penalty: 4858.767578
	Iteration 78Q: 3 clusters Score -1957344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1957343.250000 Penalty: 4858.767578
	Iteration 79Q: 3 clusters Score -1957343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1957337.875000 Penalty: 4858.767578
	Iteration 80F: 3 clusters Score -1957338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1957337.250000 Penalty: 4858.767578
	Iteration 81Q: 3 clusters Score -1957337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1957334.375000 Penalty: 4858.767578
	Iteration 82Q: 3 clusters Score -1957334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1957334.625000 Penalty: 4858.767578
	Iteration 83Q: 3 clusters Score -1957335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1957333.625000 Penalty: 4858.767578
	Iteration 84Q: 3 clusters Score -1957334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1957334.625000 Penalty: 4858.767578
	Iteration 85Q: 3 clusters Score -1957335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1957337.500000 Penalty: 4858.767578
	Iteration 86Q: 3 clusters Score -1957338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1957342.000000 Penalty: 4858.767578
	Iteration 87Q: 3 clusters Score -1957342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1957339.250000 Penalty: 4858.767578
	Iteration 88Q: 3 clusters Score -1957339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1957338.750000 Penalty: 4858.767578
	Iteration 89Q: 3 clusters Score -1957339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1957338.750000 Penalty: 4858.767578
	Iteration 90F: 3 clusters Score -1957339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Entering Unmasked Estep 
Score: -864587.937500 Penalty: 2208.482910
	Iteration 0F: 2 clusters Score -864587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -858583.062500 Penalty: 4416.965820
	Iteration 0F: 3 clusters Score -858583.1 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -860241.062500 Penalty: 4416.965820
	Iteration 1F: 3 clusters Score -860241.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -860556.250000 Penalty: 4416.965820
	Iteration 2F: 3 clusters Score -860556.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -860818.437500 Penalty: 4416.965820
	Iteration 3F: 3 clusters Score -860818.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -861087.125000 Penalty: 4416.965820
	Iteration 4F: 3 clusters Score -861087.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -861378.062500 Penalty: 4416.965820
	Iteration 5F: 3 clusters Score -861378.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -861717.250000 Penalty: 4416.965820
	Iteration 6F: 3 clusters Score -861717.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -862145.812500 Penalty: 4416.965820
	Iteration 7F: 3 clusters Score -862145.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -862617.750000 Penalty: 4416.965820
	Iteration 8F: 3 clusters Score -862617.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -863078.562500 Penalty: 4416.965820
	Iteration 9F: 3 clusters Score -863078.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -863436.375000 Penalty: 4416.965820
	Iteration 10Q: 3 clusters Score -863436.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -863721.187500 Penalty: 4416.965820
	Iteration 11Q: 3 clusters Score -863721.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -863976.437500 Penalty: 4416.965820
	Iteration 12Q: 3 clusters Score -863976.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -864227.312500 Penalty: 4416.965820
	Iteration 13Q: 3 clusters Score -864227.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -864395.875000 Penalty: 4416.965820
	Iteration 14Q: 3 clusters Score -864395.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -864486.375000 Penalty: 4416.965820
	Iteration 15Q: 3 clusters Score -864486.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -864529.000000 Penalty: 4416.965820
	Iteration 16Q: 3 clusters Score -864529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -864555.312500 Penalty: 4416.965820
	Iteration 17Q: 3 clusters Score -864555.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -864564.937500 Penalty: 4416.965820
	Iteration 18Q: 3 clusters Score -864564.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -864572.437500 Penalty: 4416.965820
	Iteration 19Q: 3 clusters Score -864572.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -864577.687500 Penalty: 4416.965820
	Iteration 20F: 3 clusters Score -864577.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -864581.937500 Penalty: 4416.965820
	Iteration 21Q: 3 clusters Score -864581.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -864586.812500 Penalty: 4416.965820
	Iteration 22Q: 3 clusters Score -864586.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -864590.812500 Penalty: 4416.965820
	Iteration 23Q: 3 clusters Score -864590.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -864599.000000 Penalty: 4416.965820
	Iteration 24Q: 3 clusters Score -864599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -864604.187500 Penalty: 4416.965820
	Iteration 25Q: 3 clusters Score -864604.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -864608.562500 Penalty: 4416.965820
	Iteration 26Q: 3 clusters Score -864608.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -864622.500000 Penalty: 4416.965820
	Iteration 27Q: 3 clusters Score -864622.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -864637.125000 Penalty: 4416.965820
	Iteration 28Q: 3 clusters Score -864637.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -864662.312500 Penalty: 4416.965820
	Iteration 29Q: 3 clusters Score -864662.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -864677.375000 Penalty: 4416.965820
	Iteration 30Q: 3 clusters Score -864677.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -864693.000000 Penalty: 4416.965820
	Iteration 31Q: 3 clusters Score -864693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -864714.187500 Penalty: 4416.965820
	Iteration 32Q: 3 clusters Score -864714.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -864724.125000 Penalty: 4416.965820
	Iteration 33Q: 3 clusters Score -864724.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -864729.375000 Penalty: 4416.965820
	Iteration 34Q: 3 clusters Score -864729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -864732.000000 Penalty: 4416.965820
	Iteration 35Q: 3 clusters Score -864732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -864734.250000 Penalty: 4416.965820
	Iteration 36Q: 3 clusters Score -864734.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -864737.625000 Penalty: 4416.965820
	Iteration 37Q: 3 clusters Score -864737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -864737.500000 Penalty: 4416.965820
	Iteration 38Q: 3 clusters Score -864737.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -864737.500000 Penalty: 4416.965820
	Iteration 39Q: 3 clusters Score -864737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -864738.687500 Penalty: 4416.965820
	Iteration 40F: 3 clusters Score -864738.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 6344 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15735 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17960 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38488 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14860 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11738 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19261 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22248 members 
Mstep: Class 31 contains 4413 members 
Mstep: Class 32 contains 6149 members 
Entering Unmasked Estep 
Score: -35716028.000000 Penalty: 100627.492188
Splitting cluster 15 changes total score from -35716808.000000 to -35716028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (10080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Entering Unmasked Estep 
Score: -1052672.625000 Penalty: 2286.140381
	Iteration 0F: 2 clusters Score -1052673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1045038.437500 Penalty: 4572.280762
	Iteration 0F: 3 clusters Score -1045038 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1047527.750000 Penalty: 4572.280762
	Iteration 1F: 3 clusters Score -1047528 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1048181.750000 Penalty: 4572.280762
	Iteration 2F: 3 clusters Score -1048182 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1048797.250000 Penalty: 4572.280762
	Iteration 3F: 3 clusters Score -1048797 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1049308.625000 Penalty: 4572.280762
	Iteration 4F: 3 clusters Score -1049309 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1049718.625000 Penalty: 4572.280762
	Iteration 5F: 3 clusters Score -1049719 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1050055.250000 Penalty: 4572.280762
	Iteration 6Q: 3 clusters Score -1050055 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1050357.125000 Penalty: 4572.280762
	Iteration 7Q: 3 clusters Score -1050357 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1050545.625000 Penalty: 4572.280762
	Iteration 8Q: 3 clusters Score -1050546 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1050670.250000 Penalty: 4572.280762
	Iteration 9Q: 3 clusters Score -1050670 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1050746.750000 Penalty: 4572.280762
	Iteration 10Q: 3 clusters Score -1050747 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1050800.750000 Penalty: 4572.280762
	Iteration 11Q: 3 clusters Score -1050801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1050837.750000 Penalty: 4572.280762
	Iteration 12Q: 3 clusters Score -1050838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1050864.125000 Penalty: 4572.280762
	Iteration 13Q: 3 clusters Score -1050864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1050878.625000 Penalty: 4572.280762
	Iteration 14Q: 3 clusters Score -1050879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1050894.000000 Penalty: 4572.280762
	Iteration 15Q: 3 clusters Score -1050894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1050900.875000 Penalty: 4572.280762
	Iteration 16Q: 3 clusters Score -1050901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1050907.625000 Penalty: 4572.280762
	Iteration 17Q: 3 clusters Score -1050908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1050913.375000 Penalty: 4572.280762
	Iteration 18Q: 3 clusters Score -1050913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1050917.250000 Penalty: 4572.280762
	Iteration 19Q: 3 clusters Score -1050917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1050920.625000 Penalty: 4572.280762
	Iteration 20F: 3 clusters Score -1050921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1050927.250000 Penalty: 4572.280762
	Iteration 21Q: 3 clusters Score -1050927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1050924.875000 Penalty: 4572.280762
	Iteration 22Q: 3 clusters Score -1050925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1050929.125000 Penalty: 4572.280762
	Iteration 23Q: 3 clusters Score -1050929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1050931.375000 Penalty: 4572.280762
	Iteration 24Q: 3 clusters Score -1050931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1050928.125000 Penalty: 4572.280762
	Iteration 25Q: 3 clusters Score -1050928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1050929.500000 Penalty: 4572.280762
	Iteration 26Q: 3 clusters Score -1050930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1050928.375000 Penalty: 4572.280762
	Iteration 27Q: 3 clusters Score -1050928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1050929.875000 Penalty: 4572.280762
	Iteration 28Q: 3 clusters Score -1050930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1050929.875000 Penalty: 4572.280762
	Iteration 29Q: 3 clusters Score -1050930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1050932.125000 Penalty: 4572.280762
	Iteration 30Q: 3 clusters Score -1050932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1050930.875000 Penalty: 4572.280762
	Iteration 31Q: 3 clusters Score -1050931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1050931.000000 Penalty: 4572.280762
	Iteration 32Q: 3 clusters Score -1050931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1050931.000000 Penalty: 4572.280762
	Iteration 33F: 3 clusters Score -1050931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Entering Unmasked Estep 
Score: -4259357.500000 Penalty: 2618.409180
	Iteration 0F: 2 clusters Score -4259358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -4233299.500000 Penalty: 5236.818359
	Iteration 0F: 3 clusters Score -4233300 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4242858.500000 Penalty: 5236.818359
	Iteration 1F: 3 clusters Score -4242858 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4243736.000000 Penalty: 5236.818359
	Iteration 2F: 3 clusters Score -4243736 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4244787.000000 Penalty: 5236.818359
	Iteration 3F: 3 clusters Score -4244787 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4246067.000000 Penalty: 5236.818359
	Iteration 4F: 3 clusters Score -4246067 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -4247482.000000 Penalty: 5236.818359
	Iteration 5F: 3 clusters Score -4247482 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -4248906.000000 Penalty: 5236.818359
	Iteration 6F: 3 clusters Score -4248906 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4250164.000000 Penalty: 5236.818359
	Iteration 7F: 3 clusters Score -4250164 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4251285.000000 Penalty: 5236.818359
	Iteration 8F: 3 clusters Score -4251285 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4252289.000000 Penalty: 5236.818359
	Iteration 9Q: 3 clusters Score -4252289 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4252980.500000 Penalty: 5236.818359
	Iteration 10Q: 3 clusters Score -4252980 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4253425.500000 Penalty: 5236.818359
	Iteration 11Q: 3 clusters Score -4253426 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4253770.000000 Penalty: 5236.818359
	Iteration 12Q: 3 clusters Score -4253770 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4254026.500000 Penalty: 5236.818359
	Iteration 13Q: 3 clusters Score -4254026 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4254231.000000 Penalty: 5236.818359
	Iteration 14Q: 3 clusters Score -4254231 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -4254441.000000 Penalty: 5236.818359
	Iteration 15Q: 3 clusters Score -4254441 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4254639.000000 Penalty: 5236.818359
	Iteration 16Q: 3 clusters Score -4254639 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -4254775.500000 Penalty: 5236.818359
	Iteration 17Q: 3 clusters Score -4254776 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -4254927.000000 Penalty: 5236.818359
	Iteration 18Q: 3 clusters Score -4254927 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -4255094.500000 Penalty: 5236.818359
	Iteration 19Q: 3 clusters Score -4255094 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -4255251.000000 Penalty: 5236.818359
	Iteration 20F: 3 clusters Score -4255251 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4255367.500000 Penalty: 5236.818359
	Iteration 21Q: 3 clusters Score -4255368 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -4255503.000000 Penalty: 5236.818359
	Iteration 22Q: 3 clusters Score -4255503 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4255637.000000 Penalty: 5236.818359
	Iteration 23Q: 3 clusters Score -4255637 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -4255756.500000 Penalty: 5236.818359
	Iteration 24Q: 3 clusters Score -4255756 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4255851.000000 Penalty: 5236.818359
	Iteration 25Q: 3 clusters Score -4255851 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -4255967.500000 Penalty: 5236.818359
	Iteration 26Q: 3 clusters Score -4255968 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -4256082.000000 Penalty: 5236.818359
	Iteration 27Q: 3 clusters Score -4256082 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4256202.500000 Penalty: 5236.818359
	Iteration 28Q: 3 clusters Score -4256202 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -4256297.500000 Penalty: 5236.818359
	Iteration 29Q: 3 clusters Score -4256298 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -4256375.000000 Penalty: 5236.818359
	Iteration 30Q: 3 clusters Score -4256375 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -4256483.500000 Penalty: 5236.818359
	Iteration 31Q: 3 clusters Score -4256484 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -4256564.000000 Penalty: 5236.818359
	Iteration 32Q: 3 clusters Score -4256564 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -4256634.500000 Penalty: 5236.818359
	Iteration 33Q: 3 clusters Score -4256634 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -4256704.500000 Penalty: 5236.818359
	Iteration 34Q: 3 clusters Score -4256704 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4256773.500000 Penalty: 5236.818359
	Iteration 35Q: 3 clusters Score -4256774 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -4256812.000000 Penalty: 5236.818359
	Iteration 36Q: 3 clusters Score -4256812 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -4256863.500000 Penalty: 5236.818359
	Iteration 37Q: 3 clusters Score -4256864 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -4256916.500000 Penalty: 5236.818359
	Iteration 38Q: 3 clusters Score -4256916 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4256967.000000 Penalty: 5236.818359
	Iteration 39Q: 3 clusters Score -4256967 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4256995.000000 Penalty: 5236.818359
	Iteration 40F: 3 clusters Score -4256995 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4257040.000000 Penalty: 5236.818359
	Iteration 41Q: 3 clusters Score -4257040 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4257084.500000 Penalty: 5236.818359
	Iteration 42Q: 3 clusters Score -4257084 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -4257130.500000 Penalty: 5236.818359
	Iteration 43Q: 3 clusters Score -4257130 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4257174.500000 Penalty: 5236.818359
	Iteration 44Q: 3 clusters Score -4257174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4257206.000000 Penalty: 5236.818359
	Iteration 45Q: 3 clusters Score -4257206 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4257216.000000 Penalty: 5236.818359
	Iteration 46Q: 3 clusters Score -4257216 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4257244.500000 Penalty: 5236.818359
	Iteration 47Q: 3 clusters Score -4257244 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4257275.000000 Penalty: 5236.818359
	Iteration 48Q: 3 clusters Score -4257275 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -4257289.000000 Penalty: 5236.818359
	Iteration 49Q: 3 clusters Score -4257289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -4257320.000000 Penalty: 5236.818359
	Iteration 50Q: 3 clusters Score -4257320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4257330.000000 Penalty: 5236.818359
	Iteration 51Q: 3 clusters Score -4257330 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4257351.000000 Penalty: 5236.818359
	Iteration 52Q: 3 clusters Score -4257351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4257366.000000 Penalty: 5236.818359
	Iteration 53Q: 3 clusters Score -4257366 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4257378.500000 Penalty: 5236.818359
	Iteration 54Q: 3 clusters Score -4257378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4257396.000000 Penalty: 5236.818359
	Iteration 55Q: 3 clusters Score -4257396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4257410.500000 Penalty: 5236.818359
	Iteration 56Q: 3 clusters Score -4257410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4257431.000000 Penalty: 5236.818359
	Iteration 57Q: 3 clusters Score -4257431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4257454.000000 Penalty: 5236.818359
	Iteration 58Q: 3 clusters Score -4257454 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4257456.500000 Penalty: 5236.818359
	Iteration 59Q: 3 clusters Score -4257456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4257450.000000 Penalty: 5236.818359
	Iteration 60F: 3 clusters Score -4257450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4257456.500000 Penalty: 5236.818359
	Iteration 61Q: 3 clusters Score -4257456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4257467.500000 Penalty: 5236.818359
	Iteration 62Q: 3 clusters Score -4257468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4257488.500000 Penalty: 5236.818359
	Iteration 63Q: 3 clusters Score -4257488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4257494.500000 Penalty: 5236.818359
	Iteration 64Q: 3 clusters Score -4257494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4257495.000000 Penalty: 5236.818359
	Iteration 65Q: 3 clusters Score -4257495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4257506.500000 Penalty: 5236.818359
	Iteration 66Q: 3 clusters Score -4257506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4257508.500000 Penalty: 5236.818359
	Iteration 67Q: 3 clusters Score -4257508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4257521.000000 Penalty: 5236.818359
	Iteration 68Q: 3 clusters Score -4257521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4257522.500000 Penalty: 5236.818359
	Iteration 69Q: 3 clusters Score -4257522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4257555.500000 Penalty: 5236.818359
	Iteration 70Q: 3 clusters Score -4257556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4257585.500000 Penalty: 5236.818359
	Iteration 71Q: 3 clusters Score -4257586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4257617.500000 Penalty: 5236.818359
	Iteration 72Q: 3 clusters Score -4257618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4257655.500000 Penalty: 5236.818359
	Iteration 73Q: 3 clusters Score -4257656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4257683.500000 Penalty: 5236.818359
	Iteration 74Q: 3 clusters Score -4257684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4257733.500000 Penalty: 5236.818359
	Iteration 75Q: 3 clusters Score -4257734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4257764.000000 Penalty: 5236.818359
	Iteration 76Q: 3 clusters Score -4257764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4257795.500000 Penalty: 5236.818359
	Iteration 77Q: 3 clusters Score -4257796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4257829.000000 Penalty: 5236.818359
	Iteration 78Q: 3 clusters Score -4257829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4257867.500000 Penalty: 5236.818359
	Iteration 79Q: 3 clusters Score -4257868 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4257903.000000 Penalty: 5236.818359
	Iteration 80F: 3 clusters Score -4257903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4257940.000000 Penalty: 5236.818359
	Iteration 81Q: 3 clusters Score -4257940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4257966.500000 Penalty: 5236.818359
	Iteration 82Q: 3 clusters Score -4257966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4257974.500000 Penalty: 5236.818359
	Iteration 83Q: 3 clusters Score -4257974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4257988.000000 Penalty: 5236.818359
	Iteration 84Q: 3 clusters Score -4257988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4257998.000000 Penalty: 5236.818359
	Iteration 85Q: 3 clusters Score -4257998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4257995.000000 Penalty: 5236.818359
	Iteration 86Q: 3 clusters Score -4257995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4257998.000000 Penalty: 5236.818359
	Iteration 87Q: 3 clusters Score -4257998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4257999.000000 Penalty: 5236.818359
	Iteration 88Q: 3 clusters Score -4257999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4258003.000000 Penalty: 5236.818359
	Iteration 89Q: 3 clusters Score -4258003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4258000.000000 Penalty: 5236.818359
	Iteration 90Q: 3 clusters Score -4258000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4258002.000000 Penalty: 5236.818359
	Iteration 91Q: 3 clusters Score -4258002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4257999.500000 Penalty: 5236.818359
	Iteration 92Q: 3 clusters Score -4258000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4258003.500000 Penalty: 5236.818359
	Iteration 93Q: 3 clusters Score -4258004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4258008.500000 Penalty: 5236.818359
	Iteration 94Q: 3 clusters Score -4258008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4258006.000000 Penalty: 5236.818359
	Iteration 95Q: 3 clusters Score -4258006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4258000.500000 Penalty: 5236.818359
	Iteration 96Q: 3 clusters Score -4258000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4258005.000000 Penalty: 5236.818359
	Iteration 97Q: 3 clusters Score -4258005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4258009.500000 Penalty: 5236.818359
	Iteration 98Q: 3 clusters Score -4258010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4258004.000000 Penalty: 5236.818359
	Iteration 99Q: 3 clusters Score -4258004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4258007.000000 Penalty: 5236.818359
	Iteration 100F: 3 clusters Score -4258007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4258004.500000 Penalty: 5236.818359
	Iteration 101Q: 3 clusters Score -4258004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4258004.500000 Penalty: 5236.818359
	Iteration 102F: 3 clusters Score -4258004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -775284.375000 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -775284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -769810.187500 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -769810.2 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -771221.687500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -771221.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -771423.875000 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -771423.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -771584.000000 Penalty: 4352.289062
	Iteration 3Q: 3 clusters Score -771584 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -771721.625000 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -771721.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -771852.812500 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -771852.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -771974.312500 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -771974.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -772119.437500 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -772119.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -772265.000000 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -772265 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -772439.312500 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -772439.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -772623.875000 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -772623.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -772789.375000 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -772789.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -772951.312500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -772951.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -773088.562500 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -773088.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -773199.937500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -773199.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -773298.187500 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -773298.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -773379.437500 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -773379.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -773437.437500 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -773437.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -773487.687500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -773487.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -773520.187500 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -773520.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -773545.312500 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -773545.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -773556.312500 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -773556.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -773567.562500 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -773567.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -773573.812500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -773573.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -773583.500000 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -773583.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -773592.187500 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -773592.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -773596.937500 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -773596.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -773604.250000 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -773604.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -773606.750000 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -773606.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -773611.875000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -773611.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -773618.812500 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -773618.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -773624.562500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -773624.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -773628.437500 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -773628.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -773630.812500 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -773630.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -773634.187500 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -773634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -773634.625000 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -773634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -773635.812500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -773635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -773637.375000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -773637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -773636.812500 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -773636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -773636.187500 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -773636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -773637.312500 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -773637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -773638.312500 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -773638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -773638.312500 Penalty: 4352.289062
	Iteration 42Q: 3 clusters Score -773638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -773638.500000 Penalty: 4352.289062
	Iteration 43Q: 3 clusters Score -773638.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -773638.875000 Penalty: 4352.289062
	Iteration 44Q: 3 clusters Score -773638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -773638.875000 Penalty: 4352.289062
	Iteration 45F: 3 clusters Score -773638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Entering Unmasked Estep 
Score: -449474.718750 Penalty: 2064.495605
	Iteration 0F: 2 clusters Score -449474.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -445615.250000 Penalty: 4128.991211
	Iteration 0F: 3 clusters Score -445615.2 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -446578.687500 Penalty: 4128.991211
	Iteration 1F: 3 clusters Score -446578.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -446817.531250 Penalty: 4128.991211
	Iteration 2F: 3 clusters Score -446817.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -447025.656250 Penalty: 4128.991211
	Iteration 3F: 3 clusters Score -447025.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -447244.937500 Penalty: 4128.991211
	Iteration 4F: 3 clusters Score -447244.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -447455.000000 Penalty: 4128.991211
	Iteration 5F: 3 clusters Score -447455 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -447676.343750 Penalty: 4128.991211
	Iteration 6F: 3 clusters Score -447676.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -447883.875000 Penalty: 4128.991211
	Iteration 7Q: 3 clusters Score -447883.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -448010.500000 Penalty: 4128.991211
	Iteration 8Q: 3 clusters Score -448010.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -448098.250000 Penalty: 4128.991211
	Iteration 9Q: 3 clusters Score -448098.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -448155.312500 Penalty: 4128.991211
	Iteration 10Q: 3 clusters Score -448155.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -448198.875000 Penalty: 4128.991211
	Iteration 11Q: 3 clusters Score -448198.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -448237.968750 Penalty: 4128.991211
	Iteration 12Q: 3 clusters Score -448238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -448273.656250 Penalty: 4128.991211
	Iteration 13Q: 3 clusters Score -448273.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -448304.500000 Penalty: 4128.991211
	Iteration 14Q: 3 clusters Score -448304.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -448326.000000 Penalty: 4128.991211
	Iteration 15Q: 3 clusters Score -448326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -448341.562500 Penalty: 4128.991211
	Iteration 16Q: 3 clusters Score -448341.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -448354.156250 Penalty: 4128.991211
	Iteration 17Q: 3 clusters Score -448354.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -448362.062500 Penalty: 4128.991211
	Iteration 18Q: 3 clusters Score -448362.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -448373.187500 Penalty: 4128.991211
	Iteration 19Q: 3 clusters Score -448373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -448384.062500 Penalty: 4128.991211
	Iteration 20F: 3 clusters Score -448384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -448389.562500 Penalty: 4128.991211
	Iteration 21Q: 3 clusters Score -448389.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -448394.843750 Penalty: 4128.991211
	Iteration 22Q: 3 clusters Score -448394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -448398.843750 Penalty: 4128.991211
	Iteration 23Q: 3 clusters Score -448398.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -448401.000000 Penalty: 4128.991211
	Iteration 24Q: 3 clusters Score -448401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -448405.406250 Penalty: 4128.991211
	Iteration 25Q: 3 clusters Score -448405.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -448409.343750 Penalty: 4128.991211
	Iteration 26Q: 3 clusters Score -448409.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -448417.031250 Penalty: 4128.991211
	Iteration 27Q: 3 clusters Score -448417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -448426.062500 Penalty: 4128.991211
	Iteration 28Q: 3 clusters Score -448426.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -448431.875000 Penalty: 4128.991211
	Iteration 29Q: 3 clusters Score -448431.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -448437.531250 Penalty: 4128.991211
	Iteration 30Q: 3 clusters Score -448437.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -448441.968750 Penalty: 4128.991211
	Iteration 31Q: 3 clusters Score -448442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -448447.125000 Penalty: 4128.991211
	Iteration 32Q: 3 clusters Score -448447.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -448452.937500 Penalty: 4128.991211
	Iteration 33Q: 3 clusters Score -448452.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -448455.812500 Penalty: 4128.991211
	Iteration 34Q: 3 clusters Score -448455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -448460.437500 Penalty: 4128.991211
	Iteration 35Q: 3 clusters Score -448460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -448463.406250 Penalty: 4128.991211
	Iteration 36Q: 3 clusters Score -448463.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -448469.812500 Penalty: 4128.991211
	Iteration 37Q: 3 clusters Score -448469.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -448476.968750 Penalty: 4128.991211
	Iteration 38Q: 3 clusters Score -448477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -448482.031250 Penalty: 4128.991211
	Iteration 39Q: 3 clusters Score -448482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -448486.000000 Penalty: 4128.991211
	Iteration 40F: 3 clusters Score -448486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -448493.687500 Penalty: 4128.991211
	Iteration 41Q: 3 clusters Score -448493.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -448506.093750 Penalty: 4128.991211
	Iteration 42Q: 3 clusters Score -448506.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -448516.781250 Penalty: 4128.991211
	Iteration 43Q: 3 clusters Score -448516.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -448524.937500 Penalty: 4128.991211
	Iteration 44Q: 3 clusters Score -448524.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -448533.156250 Penalty: 4128.991211
	Iteration 45Q: 3 clusters Score -448533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -448537.468750 Penalty: 4128.991211
	Iteration 46Q: 3 clusters Score -448537.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -448543.531250 Penalty: 4128.991211
	Iteration 47Q: 3 clusters Score -448543.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -448546.656250 Penalty: 4128.991211
	Iteration 48Q: 3 clusters Score -448546.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -448553.843750 Penalty: 4128.991211
	Iteration 49Q: 3 clusters Score -448553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -448560.250000 Penalty: 4128.991211
	Iteration 50Q: 3 clusters Score -448560.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -448566.625000 Penalty: 4128.991211
	Iteration 51Q: 3 clusters Score -448566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -448572.218750 Penalty: 4128.991211
	Iteration 52Q: 3 clusters Score -448572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -448573.625000 Penalty: 4128.991211
	Iteration 53Q: 3 clusters Score -448573.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -448580.531250 Penalty: 4128.991211
	Iteration 54Q: 3 clusters Score -448580.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -448583.250000 Penalty: 4128.991211
	Iteration 55Q: 3 clusters Score -448583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -448586.500000 Penalty: 4128.991211
	Iteration 56Q: 3 clusters Score -448586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -448587.437500 Penalty: 4128.991211
	Iteration 57Q: 3 clusters Score -448587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -448592.250000 Penalty: 4128.991211
	Iteration 58Q: 3 clusters Score -448592.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -448597.406250 Penalty: 4128.991211
	Iteration 59Q: 3 clusters Score -448597.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -448605.343750 Penalty: 4128.991211
	Iteration 60F: 3 clusters Score -448605.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -448613.593750 Penalty: 4128.991211
	Iteration 61Q: 3 clusters Score -448613.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -448622.218750 Penalty: 4128.991211
	Iteration 62Q: 3 clusters Score -448622.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -448629.531250 Penalty: 4128.991211
	Iteration 63Q: 3 clusters Score -448629.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -448633.375000 Penalty: 4128.991211
	Iteration 64Q: 3 clusters Score -448633.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -448636.687500 Penalty: 4128.991211
	Iteration 65Q: 3 clusters Score -448636.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -448640.312500 Penalty: 4128.991211
	Iteration 66Q: 3 clusters Score -448640.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -448642.843750 Penalty: 4128.991211
	Iteration 67Q: 3 clusters Score -448642.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -448644.281250 Penalty: 4128.991211
	Iteration 68Q: 3 clusters Score -448644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -448645.500000 Penalty: 4128.991211
	Iteration 69Q: 3 clusters Score -448645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -448645.218750 Penalty: 4128.991211
	Iteration 70Q: 3 clusters Score -448645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -448645.687500 Penalty: 4128.991211
	Iteration 71Q: 3 clusters Score -448645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448645.875000 Penalty: 4128.991211
	Iteration 72Q: 3 clusters Score -448645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448647.000000 Penalty: 4128.991211
	Iteration 73Q: 3 clusters Score -448647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -448648.250000 Penalty: 4128.991211
	Iteration 74Q: 3 clusters Score -448648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -448648.156250 Penalty: 4128.991211
	Iteration 75Q: 3 clusters Score -448648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448649.000000 Penalty: 4128.991211
	Iteration 76Q: 3 clusters Score -448649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448649.687500 Penalty: 4128.991211
	Iteration 77Q: 3 clusters Score -448649.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -448649.687500 Penalty: 4128.991211
	Iteration 78F: 3 clusters Score -448649.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Entering Unmasked Estep 
Score: -1781044.000000 Penalty: 2382.394287
	Iteration 0F: 2 clusters Score -1781044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1770272.125000 Penalty: 4764.788574
	Iteration 0F: 3 clusters Score -1770272 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1773970.250000 Penalty: 4764.788574
	Iteration 1F: 3 clusters Score -1773970 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1774609.750000 Penalty: 4764.788574
	Iteration 2F: 3 clusters Score -1774610 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1775210.750000 Penalty: 4764.788574
	Iteration 3F: 3 clusters Score -1775211 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1775761.750000 Penalty: 4764.788574
	Iteration 4F: 3 clusters Score -1775762 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1776380.750000 Penalty: 4764.788574
	Iteration 5F: 3 clusters Score -1776381 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1777104.500000 Penalty: 4764.788574
	Iteration 6F: 3 clusters Score -1777104 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1777833.625000 Penalty: 4764.788574
	Iteration 7F: 3 clusters Score -1777834 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1778477.125000 Penalty: 4764.788574
	Iteration 8F: 3 clusters Score -1778477 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1778988.750000 Penalty: 4764.788574
	Iteration 9Q: 3 clusters Score -1778989 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1779425.500000 Penalty: 4764.788574
	Iteration 10Q: 3 clusters Score -1779426 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1779745.125000 Penalty: 4764.788574
	Iteration 11Q: 3 clusters Score -1779745 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1779950.500000 Penalty: 4764.788574
	Iteration 12Q: 3 clusters Score -1779950 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1780084.750000 Penalty: 4764.788574
	Iteration 13Q: 3 clusters Score -1780085 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1780185.000000 Penalty: 4764.788574
	Iteration 14Q: 3 clusters Score -1780185 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1780225.125000 Penalty: 4764.788574
	Iteration 15Q: 3 clusters Score -1780225 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1780262.750000 Penalty: 4764.788574
	Iteration 16Q: 3 clusters Score -1780263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1780285.500000 Penalty: 4764.788574
	Iteration 17Q: 3 clusters Score -1780286 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1780306.625000 Penalty: 4764.788574
	Iteration 18Q: 3 clusters Score -1780307 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1780321.750000 Penalty: 4764.788574
	Iteration 19Q: 3 clusters Score -1780322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1780346.125000 Penalty: 4764.788574
	Iteration 20F: 3 clusters Score -1780346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1780357.750000 Penalty: 4764.788574
	Iteration 21Q: 3 clusters Score -1780358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1780370.125000 Penalty: 4764.788574
	Iteration 22Q: 3 clusters Score -1780370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1780387.000000 Penalty: 4764.788574
	Iteration 23Q: 3 clusters Score -1780387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1780399.000000 Penalty: 4764.788574
	Iteration 24Q: 3 clusters Score -1780399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1780408.625000 Penalty: 4764.788574
	Iteration 25Q: 3 clusters Score -1780409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1780420.250000 Penalty: 4764.788574
	Iteration 26Q: 3 clusters Score -1780420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1780422.250000 Penalty: 4764.788574
	Iteration 27Q: 3 clusters Score -1780422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1780428.750000 Penalty: 4764.788574
	Iteration 28Q: 3 clusters Score -1780429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1780442.250000 Penalty: 4764.788574
	Iteration 29Q: 3 clusters Score -1780442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1780446.500000 Penalty: 4764.788574
	Iteration 30Q: 3 clusters Score -1780446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1780454.625000 Penalty: 4764.788574
	Iteration 31Q: 3 clusters Score -1780455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1780462.500000 Penalty: 4764.788574
	Iteration 32Q: 3 clusters Score -1780462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1780480.875000 Penalty: 4764.788574
	Iteration 33Q: 3 clusters Score -1780481 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1780487.500000 Penalty: 4764.788574
	Iteration 34Q: 3 clusters Score -1780488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1780494.125000 Penalty: 4764.788574
	Iteration 35Q: 3 clusters Score -1780494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1780511.625000 Penalty: 4764.788574
	Iteration 36Q: 3 clusters Score -1780512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1780530.250000 Penalty: 4764.788574
	Iteration 37Q: 3 clusters Score -1780530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1780541.875000 Penalty: 4764.788574
	Iteration 38Q: 3 clusters Score -1780542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1780556.250000 Penalty: 4764.788574
	Iteration 39Q: 3 clusters Score -1780556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1780569.125000 Penalty: 4764.788574
	Iteration 40F: 3 clusters Score -1780569 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1780590.125000 Penalty: 4764.788574
	Iteration 41Q: 3 clusters Score -1780590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1780598.875000 Penalty: 4764.788574
	Iteration 42Q: 3 clusters Score -1780599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1780611.875000 Penalty: 4764.788574
	Iteration 43Q: 3 clusters Score -1780612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1780630.250000 Penalty: 4764.788574
	Iteration 44Q: 3 clusters Score -1780630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1780645.000000 Penalty: 4764.788574
	Iteration 45Q: 3 clusters Score -1780645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1780653.000000 Penalty: 4764.788574
	Iteration 46Q: 3 clusters Score -1780653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1780661.875000 Penalty: 4764.788574
	Iteration 47Q: 3 clusters Score -1780662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1780675.500000 Penalty: 4764.788574
	Iteration 48Q: 3 clusters Score -1780676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1780682.375000 Penalty: 4764.788574
	Iteration 49Q: 3 clusters Score -1780682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1780692.250000 Penalty: 4764.788574
	Iteration 50Q: 3 clusters Score -1780692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1780691.250000 Penalty: 4764.788574
	Iteration 51Q: 3 clusters Score -1780691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1780702.500000 Penalty: 4764.788574
	Iteration 52Q: 3 clusters Score -1780702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1780708.375000 Penalty: 4764.788574
	Iteration 53Q: 3 clusters Score -1780708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1780722.625000 Penalty: 4764.788574
	Iteration 54Q: 3 clusters Score -1780723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1780724.875000 Penalty: 4764.788574
	Iteration 55Q: 3 clusters Score -1780725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1780733.125000 Penalty: 4764.788574
	Iteration 56Q: 3 clusters Score -1780733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1780742.375000 Penalty: 4764.788574
	Iteration 57Q: 3 clusters Score -1780742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1780751.750000 Penalty: 4764.788574
	Iteration 58Q: 3 clusters Score -1780752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1780755.125000 Penalty: 4764.788574
	Iteration 59Q: 3 clusters Score -1780755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1780756.375000 Penalty: 4764.788574
	Iteration 60F: 3 clusters Score -1780756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1780761.375000 Penalty: 4764.788574
	Iteration 61Q: 3 clusters Score -1780761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1780759.125000 Penalty: 4764.788574
	Iteration 62Q: 3 clusters Score -1780759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1780763.625000 Penalty: 4764.788574
	Iteration 63Q: 3 clusters Score -1780764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1780766.250000 Penalty: 4764.788574
	Iteration 64Q: 3 clusters Score -1780766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1780771.250000 Penalty: 4764.788574
	Iteration 65Q: 3 clusters Score -1780771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1780767.125000 Penalty: 4764.788574
	Iteration 66Q: 3 clusters Score -1780767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1780769.250000 Penalty: 4764.788574
	Iteration 67Q: 3 clusters Score -1780769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1780771.375000 Penalty: 4764.788574
	Iteration 68Q: 3 clusters Score -1780771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1780771.750000 Penalty: 4764.788574
	Iteration 69Q: 3 clusters Score -1780772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1780772.375000 Penalty: 4764.788574
	Iteration 70Q: 3 clusters Score -1780772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1780774.625000 Penalty: 4764.788574
	Iteration 71Q: 3 clusters Score -1780775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1780772.750000 Penalty: 4764.788574
	Iteration 72Q: 3 clusters Score -1780773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1780774.500000 Penalty: 4764.788574
	Iteration 73Q: 3 clusters Score -1780774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1780772.125000 Penalty: 4764.788574
	Iteration 74Q: 3 clusters Score -1780772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1780777.000000 Penalty: 4764.788574
	Iteration 75Q: 3 clusters Score -1780777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1780779.375000 Penalty: 4764.788574
	Iteration 76Q: 3 clusters Score -1780779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1780781.125000 Penalty: 4764.788574
	Iteration 77Q: 3 clusters Score -1780781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1780785.000000 Penalty: 4764.788574
	Iteration 78Q: 3 clusters Score -1780785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1780785.125000 Penalty: 4764.788574
	Iteration 79Q: 3 clusters Score -1780785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1780787.500000 Penalty: 4764.788574
	Iteration 80F: 3 clusters Score -1780788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1780787.000000 Penalty: 4764.788574
	Iteration 81Q: 3 clusters Score -1780787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1780785.375000 Penalty: 4764.788574
	Iteration 82Q: 3 clusters Score -1780785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1780786.375000 Penalty: 4764.788574
	Iteration 83Q: 3 clusters Score -1780786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1780786.375000 Penalty: 4764.788574
	Iteration 84F: 3 clusters Score -1780786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Entering Unmasked Estep 
Score: -877294.250000 Penalty: 2212.388916
	Iteration 0F: 2 clusters Score -877294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -871230.937500 Penalty: 4424.777832
	Iteration 0F: 3 clusters Score -871230.9 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -872878.250000 Penalty: 4424.777832
	Iteration 1F: 3 clusters Score -872878.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -873308.750000 Penalty: 4424.777832
	Iteration 2F: 3 clusters Score -873308.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -873695.625000 Penalty: 4424.777832
	Iteration 3F: 3 clusters Score -873695.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -874013.687500 Penalty: 4424.777832
	Iteration 4F: 3 clusters Score -874013.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -874295.687500 Penalty: 4424.777832
	Iteration 5F: 3 clusters Score -874295.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -874533.562500 Penalty: 4424.777832
	Iteration 6F: 3 clusters Score -874533.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -874712.812500 Penalty: 4424.777832
	Iteration 7Q: 3 clusters Score -874712.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -874845.187500 Penalty: 4424.777832
	Iteration 8Q: 3 clusters Score -874845.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -874929.687500 Penalty: 4424.777832
	Iteration 9Q: 3 clusters Score -874929.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -874984.312500 Penalty: 4424.777832
	Iteration 10Q: 3 clusters Score -874984.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -875032.062500 Penalty: 4424.777832
	Iteration 11Q: 3 clusters Score -875032.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -875072.750000 Penalty: 4424.777832
	Iteration 12Q: 3 clusters Score -875072.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -875103.000000 Penalty: 4424.777832
	Iteration 13Q: 3 clusters Score -875103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -875123.687500 Penalty: 4424.777832
	Iteration 14Q: 3 clusters Score -875123.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -875138.562500 Penalty: 4424.777832
	Iteration 15Q: 3 clusters Score -875138.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -875149.062500 Penalty: 4424.777832
	Iteration 16Q: 3 clusters Score -875149.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -875157.000000 Penalty: 4424.777832
	Iteration 17Q: 3 clusters Score -875157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -875166.750000 Penalty: 4424.777832
	Iteration 18Q: 3 clusters Score -875166.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -875173.312500 Penalty: 4424.777832
	Iteration 19Q: 3 clusters Score -875173.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -875182.562500 Penalty: 4424.777832
	Iteration 20F: 3 clusters Score -875182.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -875189.375000 Penalty: 4424.777832
	Iteration 21Q: 3 clusters Score -875189.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -875191.750000 Penalty: 4424.777832
	Iteration 22Q: 3 clusters Score -875191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -875195.750000 Penalty: 4424.777832
	Iteration 23Q: 3 clusters Score -875195.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -875206.062500 Penalty: 4424.777832
	Iteration 24Q: 3 clusters Score -875206.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -875212.312500 Penalty: 4424.777832
	Iteration 25Q: 3 clusters Score -875212.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -875217.500000 Penalty: 4424.777832
	Iteration 26Q: 3 clusters Score -875217.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -875223.562500 Penalty: 4424.777832
	Iteration 27Q: 3 clusters Score -875223.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -875227.875000 Penalty: 4424.777832
	Iteration 28Q: 3 clusters Score -875227.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -875229.500000 Penalty: 4424.777832
	Iteration 29Q: 3 clusters Score -875229.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -875236.875000 Penalty: 4424.777832
	Iteration 30Q: 3 clusters Score -875236.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -875240.187500 Penalty: 4424.777832
	Iteration 31Q: 3 clusters Score -875240.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -875245.375000 Penalty: 4424.777832
	Iteration 32Q: 3 clusters Score -875245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -875246.625000 Penalty: 4424.777832
	Iteration 33Q: 3 clusters Score -875246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -875249.812500 Penalty: 4424.777832
	Iteration 34Q: 3 clusters Score -875249.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -875252.312500 Penalty: 4424.777832
	Iteration 35Q: 3 clusters Score -875252.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -875256.687500 Penalty: 4424.777832
	Iteration 36Q: 3 clusters Score -875256.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -875264.125000 Penalty: 4424.777832
	Iteration 37Q: 3 clusters Score -875264.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -875272.062500 Penalty: 4424.777832
	Iteration 38Q: 3 clusters Score -875272.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -875276.000000 Penalty: 4424.777832
	Iteration 39Q: 3 clusters Score -875276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -875281.812500 Penalty: 4424.777832
	Iteration 40F: 3 clusters Score -875281.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -875287.125000 Penalty: 4424.777832
	Iteration 41Q: 3 clusters Score -875287.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -875291.437500 Penalty: 4424.777832
	Iteration 42Q: 3 clusters Score -875291.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -875294.625000 Penalty: 4424.777832
	Iteration 43Q: 3 clusters Score -875294.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -875298.562500 Penalty: 4424.777832
	Iteration 44Q: 3 clusters Score -875298.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -875302.312500 Penalty: 4424.777832
	Iteration 45Q: 3 clusters Score -875302.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -875305.125000 Penalty: 4424.777832
	Iteration 46Q: 3 clusters Score -875305.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -875310.625000 Penalty: 4424.777832
	Iteration 47Q: 3 clusters Score -875310.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -875319.375000 Penalty: 4424.777832
	Iteration 48Q: 3 clusters Score -875319.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -875328.125000 Penalty: 4424.777832
	Iteration 49Q: 3 clusters Score -875328.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -875336.125000 Penalty: 4424.777832
	Iteration 50Q: 3 clusters Score -875336.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -875340.437500 Penalty: 4424.777832
	Iteration 51Q: 3 clusters Score -875340.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -875347.125000 Penalty: 4424.777832
	Iteration 52Q: 3 clusters Score -875347.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -875350.937500 Penalty: 4424.777832
	Iteration 53Q: 3 clusters Score -875350.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -875350.562500 Penalty: 4424.777832
	Iteration 54Q: 3 clusters Score -875350.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -875352.937500 Penalty: 4424.777832
	Iteration 55Q: 3 clusters Score -875352.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -875358.125000 Penalty: 4424.777832
	Iteration 56Q: 3 clusters Score -875358.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -875363.125000 Penalty: 4424.777832
	Iteration 57Q: 3 clusters Score -875363.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -875364.250000 Penalty: 4424.777832
	Iteration 58Q: 3 clusters Score -875364.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -875365.500000 Penalty: 4424.777832
	Iteration 59Q: 3 clusters Score -875365.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -875367.312500 Penalty: 4424.777832
	Iteration 60F: 3 clusters Score -875367.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -875372.562500 Penalty: 4424.777832
	Iteration 61Q: 3 clusters Score -875372.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -875376.000000 Penalty: 4424.777832
	Iteration 62Q: 3 clusters Score -875376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -875381.000000 Penalty: 4424.777832
	Iteration 63Q: 3 clusters Score -875381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -875389.062500 Penalty: 4424.777832
	Iteration 64Q: 3 clusters Score -875389.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -875390.312500 Penalty: 4424.777832
	Iteration 65Q: 3 clusters Score -875390.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -875399.000000 Penalty: 4424.777832
	Iteration 66Q: 3 clusters Score -875399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -875410.312500 Penalty: 4424.777832
	Iteration 67Q: 3 clusters Score -875410.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -875426.125000 Penalty: 4424.777832
	Iteration 68Q: 3 clusters Score -875426.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -875444.750000 Penalty: 4424.777832
	Iteration 69Q: 3 clusters Score -875444.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -875459.250000 Penalty: 4424.777832
	Iteration 70Q: 3 clusters Score -875459.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -875477.937500 Penalty: 4424.777832
	Iteration 71Q: 3 clusters Score -875477.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -875499.937500 Penalty: 4424.777832
	Iteration 72Q: 3 clusters Score -875499.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -875530.250000 Penalty: 4424.777832
	Iteration 73Q: 3 clusters Score -875530.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -875567.875000 Penalty: 4424.777832
	Iteration 74Q: 3 clusters Score -875567.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -875619.875000 Penalty: 4424.777832
	Iteration 75Q: 3 clusters Score -875619.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -875668.937500 Penalty: 4424.777832
	Iteration 76Q: 3 clusters Score -875668.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -875737.937500 Penalty: 4424.777832
	Iteration 77Q: 3 clusters Score -875737.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -875852.812500 Penalty: 4424.777832
	Iteration 78Q: 3 clusters Score -875852.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -876032.000000 Penalty: 4424.777832
	Iteration 79Q: 3 clusters Score -876032 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -876285.687500 Penalty: 4424.777832
	Iteration 80F: 3 clusters Score -876285.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -876596.375000 Penalty: 4424.777832
	Iteration 81Q: 3 clusters Score -876596.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -876911.125000 Penalty: 4424.777832
	Iteration 82Q: 3 clusters Score -876911.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -877052.687500 Penalty: 4424.777832
	Iteration 83Q: 3 clusters Score -877052.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -877111.562500 Penalty: 4424.777832
	Iteration 84Q: 3 clusters Score -877111.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -877132.375000 Penalty: 4424.777832
	Iteration 85Q: 3 clusters Score -877132.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -877143.187500 Penalty: 4424.777832
	Iteration 86Q: 3 clusters Score -877143.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -877149.062500 Penalty: 4424.777832
	Iteration 87Q: 3 clusters Score -877149.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -877151.750000 Penalty: 4424.777832
	Iteration 88Q: 3 clusters Score -877151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -877153.125000 Penalty: 4424.777832
	Iteration 89Q: 3 clusters Score -877153.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -877156.125000 Penalty: 4424.777832
	Iteration 90Q: 3 clusters Score -877156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -877158.875000 Penalty: 4424.777832
	Iteration 91Q: 3 clusters Score -877158.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -877159.437500 Penalty: 4424.777832
	Iteration 92Q: 3 clusters Score -877159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -877162.875000 Penalty: 4424.777832
	Iteration 93Q: 3 clusters Score -877162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -877162.437500 Penalty: 4424.777832
	Iteration 94Q: 3 clusters Score -877162.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -877162.000000 Penalty: 4424.777832
	Iteration 95Q: 3 clusters Score -877162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -877162.000000 Penalty: 4424.777832
	Iteration 96Q: 3 clusters Score -877162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -877162.000000 Penalty: 4424.777832
	Iteration 97F: 3 clusters Score -877162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Entering Unmasked Estep 
Score: -1125081.250000 Penalty: 2268.924805
	Iteration 0F: 2 clusters Score -1125081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1117786.875000 Penalty: 4537.849609
	Iteration 0F: 3 clusters Score -1117787 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1119863.500000 Penalty: 4537.849609
	Iteration 1F: 3 clusters Score -1119864 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1120164.000000 Penalty: 4537.849609
	Iteration 2F: 3 clusters Score -1120164 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1120394.000000 Penalty: 4537.849609
	Iteration 3F: 3 clusters Score -1120394 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1120609.125000 Penalty: 4537.849609
	Iteration 4Q: 3 clusters Score -1120609 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1120835.125000 Penalty: 4537.849609
	Iteration 5Q: 3 clusters Score -1120835 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1121067.875000 Penalty: 4537.849609
	Iteration 6Q: 3 clusters Score -1121068 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1121330.000000 Penalty: 4537.849609
	Iteration 7Q: 3 clusters Score -1121330 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1121635.000000 Penalty: 4537.849609
	Iteration 8Q: 3 clusters Score -1121635 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1121992.250000 Penalty: 4537.849609
	Iteration 9Q: 3 clusters Score -1121992 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1122375.000000 Penalty: 4537.849609
	Iteration 10Q: 3 clusters Score -1122375 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1122665.250000 Penalty: 4537.849609
	Iteration 11Q: 3 clusters Score -1122665 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1122874.750000 Penalty: 4537.849609
	Iteration 12Q: 3 clusters Score -1122875 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1123034.625000 Penalty: 4537.849609
	Iteration 13Q: 3 clusters Score -1123035 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1123167.375000 Penalty: 4537.849609
	Iteration 14Q: 3 clusters Score -1123167 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1123245.625000 Penalty: 4537.849609
	Iteration 15Q: 3 clusters Score -1123246 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1123297.125000 Penalty: 4537.849609
	Iteration 16Q: 3 clusters Score -1123297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1123338.875000 Penalty: 4537.849609
	Iteration 17Q: 3 clusters Score -1123339 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1123366.125000 Penalty: 4537.849609
	Iteration 18Q: 3 clusters Score -1123366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1123386.125000 Penalty: 4537.849609
	Iteration 19Q: 3 clusters Score -1123386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1123404.375000 Penalty: 4537.849609
	Iteration 20F: 3 clusters Score -1123404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1123427.000000 Penalty: 4537.849609
	Iteration 21Q: 3 clusters Score -1123427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1123439.250000 Penalty: 4537.849609
	Iteration 22Q: 3 clusters Score -1123439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1123452.250000 Penalty: 4537.849609
	Iteration 23Q: 3 clusters Score -1123452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1123462.625000 Penalty: 4537.849609
	Iteration 24Q: 3 clusters Score -1123463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1123469.500000 Penalty: 4537.849609
	Iteration 25Q: 3 clusters Score -1123470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1123474.625000 Penalty: 4537.849609
	Iteration 26Q: 3 clusters Score -1123475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1123477.125000 Penalty: 4537.849609
	Iteration 27Q: 3 clusters Score -1123477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1123478.000000 Penalty: 4537.849609
	Iteration 28Q: 3 clusters Score -1123478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1123481.500000 Penalty: 4537.849609
	Iteration 29Q: 3 clusters Score -1123482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1123487.500000 Penalty: 4537.849609
	Iteration 30Q: 3 clusters Score -1123488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1123490.375000 Penalty: 4537.849609
	Iteration 31Q: 3 clusters Score -1123490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1123498.125000 Penalty: 4537.849609
	Iteration 32Q: 3 clusters Score -1123498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1123505.250000 Penalty: 4537.849609
	Iteration 33Q: 3 clusters Score -1123505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1123516.000000 Penalty: 4537.849609
	Iteration 34Q: 3 clusters Score -1123516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1123517.250000 Penalty: 4537.849609
	Iteration 35Q: 3 clusters Score -1123517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1123528.500000 Penalty: 4537.849609
	Iteration 36Q: 3 clusters Score -1123528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1123531.500000 Penalty: 4537.849609
	Iteration 37Q: 3 clusters Score -1123532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1123537.000000 Penalty: 4537.849609
	Iteration 38Q: 3 clusters Score -1123537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1123536.125000 Penalty: 4537.849609
	Iteration 39Q: 3 clusters Score -1123536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1123541.875000 Penalty: 4537.849609
	Iteration 40F: 3 clusters Score -1123542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1123547.625000 Penalty: 4537.849609
	Iteration 41Q: 3 clusters Score -1123548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1123551.000000 Penalty: 4537.849609
	Iteration 42Q: 3 clusters Score -1123551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1123556.000000 Penalty: 4537.849609
	Iteration 43Q: 3 clusters Score -1123556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1123556.500000 Penalty: 4537.849609
	Iteration 44Q: 3 clusters Score -1123556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1123562.875000 Penalty: 4537.849609
	Iteration 45Q: 3 clusters Score -1123563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1123564.625000 Penalty: 4537.849609
	Iteration 46Q: 3 clusters Score -1123565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1123565.125000 Penalty: 4537.849609
	Iteration 47Q: 3 clusters Score -1123565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1123566.500000 Penalty: 4537.849609
	Iteration 48Q: 3 clusters Score -1123566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1123566.125000 Penalty: 4537.849609
	Iteration 49Q: 3 clusters Score -1123566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1123568.875000 Penalty: 4537.849609
	Iteration 50Q: 3 clusters Score -1123569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1123571.000000 Penalty: 4537.849609
	Iteration 51Q: 3 clusters Score -1123571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1123571.375000 Penalty: 4537.849609
	Iteration 52Q: 3 clusters Score -1123571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1123572.625000 Penalty: 4537.849609
	Iteration 53Q: 3 clusters Score -1123573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1123576.375000 Penalty: 4537.849609
	Iteration 54Q: 3 clusters Score -1123576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1123577.250000 Penalty: 4537.849609
	Iteration 55Q: 3 clusters Score -1123577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1123579.125000 Penalty: 4537.849609
	Iteration 56Q: 3 clusters Score -1123579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1123582.875000 Penalty: 4537.849609
	Iteration 57Q: 3 clusters Score -1123583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1123587.125000 Penalty: 4537.849609
	Iteration 58Q: 3 clusters Score -1123587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1123587.250000 Penalty: 4537.849609
	Iteration 59Q: 3 clusters Score -1123587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1123588.375000 Penalty: 4537.849609
	Iteration 60F: 3 clusters Score -1123588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1123593.375000 Penalty: 4537.849609
	Iteration 61Q: 3 clusters Score -1123593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1123593.500000 Penalty: 4537.849609
	Iteration 62Q: 3 clusters Score -1123594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1123593.375000 Penalty: 4537.849609
	Iteration 63Q: 3 clusters Score -1123593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1123595.125000 Penalty: 4537.849609
	Iteration 64Q: 3 clusters Score -1123595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1123597.625000 Penalty: 4537.849609
	Iteration 65Q: 3 clusters Score -1123598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1123598.625000 Penalty: 4537.849609
	Iteration 66Q: 3 clusters Score -1123599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1123598.500000 Penalty: 4537.849609
	Iteration 67Q: 3 clusters Score -1123598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1123599.000000 Penalty: 4537.849609
	Iteration 68Q: 3 clusters Score -1123599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1123598.875000 Penalty: 4537.849609
	Iteration 69Q: 3 clusters Score -1123599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1123603.250000 Penalty: 4537.849609
	Iteration 70Q: 3 clusters Score -1123603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1123604.250000 Penalty: 4537.849609
	Iteration 71Q: 3 clusters Score -1123604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1123604.500000 Penalty: 4537.849609
	Iteration 72Q: 3 clusters Score -1123604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1123606.750000 Penalty: 4537.849609
	Iteration 73Q: 3 clusters Score -1123607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1123606.500000 Penalty: 4537.849609
	Iteration 74Q: 3 clusters Score -1123606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1123607.250000 Penalty: 4537.849609
	Iteration 75Q: 3 clusters Score -1123607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1123608.625000 Penalty: 4537.849609
	Iteration 76Q: 3 clusters Score -1123609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1123608.375000 Penalty: 4537.849609
	Iteration 77Q: 3 clusters Score -1123608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1123612.750000 Penalty: 4537.849609
	Iteration 78Q: 3 clusters Score -1123613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1123614.625000 Penalty: 4537.849609
	Iteration 79Q: 3 clusters Score -1123615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1123614.875000 Penalty: 4537.849609
	Iteration 80F: 3 clusters Score -1123615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1123616.875000 Penalty: 4537.849609
	Iteration 81Q: 3 clusters Score -1123617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1123620.500000 Penalty: 4537.849609
	Iteration 82Q: 3 clusters Score -1123620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1123618.000000 Penalty: 4537.849609
	Iteration 83Q: 3 clusters Score -1123618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1123617.625000 Penalty: 4537.849609
	Iteration 84Q: 3 clusters Score -1123618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1123618.750000 Penalty: 4537.849609
	Iteration 85Q: 3 clusters Score -1123619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1123620.125000 Penalty: 4537.849609
	Iteration 86Q: 3 clusters Score -1123620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1123621.375000 Penalty: 4537.849609
	Iteration 87Q: 3 clusters Score -1123621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1123623.875000 Penalty: 4537.849609
	Iteration 88Q: 3 clusters Score -1123624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1123622.625000 Penalty: 4537.849609
	Iteration 89Q: 3 clusters Score -1123623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1123624.500000 Penalty: 4537.849609
	Iteration 90Q: 3 clusters Score -1123624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1123627.500000 Penalty: 4537.849609
	Iteration 91Q: 3 clusters Score -1123628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1123628.625000 Penalty: 4537.849609
	Iteration 92Q: 3 clusters Score -1123629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1123630.625000 Penalty: 4537.849609
	Iteration 93Q: 3 clusters Score -1123631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1123633.875000 Penalty: 4537.849609
	Iteration 94Q: 3 clusters Score -1123634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1123636.250000 Penalty: 4537.849609
	Iteration 95Q: 3 clusters Score -1123636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1123638.000000 Penalty: 4537.849609
	Iteration 96Q: 3 clusters Score -1123638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1123638.625000 Penalty: 4537.849609
	Iteration 97Q: 3 clusters Score -1123639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1123639.125000 Penalty: 4537.849609
	Iteration 98Q: 3 clusters Score -1123639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1123638.500000 Penalty: 4537.849609
	Iteration 99Q: 3 clusters Score -1123638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1123639.250000 Penalty: 4537.849609
	Iteration 100F: 3 clusters Score -1123639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1123641.125000 Penalty: 4537.849609
	Iteration 101Q: 3 clusters Score -1123641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1123641.750000 Penalty: 4537.849609
	Iteration 102Q: 3 clusters Score -1123642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1123640.500000 Penalty: 4537.849609
	Iteration 103Q: 3 clusters Score -1123640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1123642.500000 Penalty: 4537.849609
	Iteration 104Q: 3 clusters Score -1123642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1123644.625000 Penalty: 4537.849609
	Iteration 105Q: 3 clusters Score -1123645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1123644.625000 Penalty: 4537.849609
	Iteration 106Q: 3 clusters Score -1123645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1123645.500000 Penalty: 4537.849609
	Iteration 107Q: 3 clusters Score -1123646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1123647.250000 Penalty: 4537.849609
	Iteration 108Q: 3 clusters Score -1123647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1123647.375000 Penalty: 4537.849609
	Iteration 109Q: 3 clusters Score -1123647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1123648.250000 Penalty: 4537.849609
	Iteration 110Q: 3 clusters Score -1123648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1123647.125000 Penalty: 4537.849609
	Iteration 111Q: 3 clusters Score -1123647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1123649.375000 Penalty: 4537.849609
	Iteration 112Q: 3 clusters Score -1123649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1123650.625000 Penalty: 4537.849609
	Iteration 113Q: 3 clusters Score -1123651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1123649.875000 Penalty: 4537.849609
	Iteration 114Q: 3 clusters Score -1123650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1123649.875000 Penalty: 4537.849609
	Iteration 115Q: 3 clusters Score -1123650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1123649.875000 Penalty: 4537.849609
	Iteration 116F: 3 clusters Score -1123650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Entering Unmasked Estep 
Score: -1439211.625000 Penalty: 2323.905518
	Iteration 0F: 2 clusters Score -1439212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1430444.625000 Penalty: 4647.811035
	Iteration 0F: 3 clusters Score -1430445 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1433094.625000 Penalty: 4647.811035
	Iteration 1F: 3 clusters Score -1433095 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1433407.375000 Penalty: 4647.811035
	Iteration 2F: 3 clusters Score -1433407 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1433639.500000 Penalty: 4647.811035
	Iteration 3Q: 3 clusters Score -1433640 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1433845.875000 Penalty: 4647.811035
	Iteration 4Q: 3 clusters Score -1433846 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1434073.875000 Penalty: 4647.811035
	Iteration 5Q: 3 clusters Score -1434074 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1434323.875000 Penalty: 4647.811035
	Iteration 6Q: 3 clusters Score -1434324 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1434618.250000 Penalty: 4647.811035
	Iteration 7Q: 3 clusters Score -1434618 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1434983.000000 Penalty: 4647.811035
	Iteration 8Q: 3 clusters Score -1434983 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1435395.875000 Penalty: 4647.811035
	Iteration 9Q: 3 clusters Score -1435396 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1435785.375000 Penalty: 4647.811035
	Iteration 10Q: 3 clusters Score -1435785 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1436158.750000 Penalty: 4647.811035
	Iteration 11Q: 3 clusters Score -1436159 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1436455.750000 Penalty: 4647.811035
	Iteration 12Q: 3 clusters Score -1436456 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1436680.625000 Penalty: 4647.811035
	Iteration 13Q: 3 clusters Score -1436681 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1436832.000000 Penalty: 4647.811035
	Iteration 14Q: 3 clusters Score -1436832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1436937.625000 Penalty: 4647.811035
	Iteration 15Q: 3 clusters Score -1436938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1437023.500000 Penalty: 4647.811035
	Iteration 16Q: 3 clusters Score -1437024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1437085.625000 Penalty: 4647.811035
	Iteration 17Q: 3 clusters Score -1437086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1437117.500000 Penalty: 4647.811035
	Iteration 18Q: 3 clusters Score -1437118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1437132.500000 Penalty: 4647.811035
	Iteration 19Q: 3 clusters Score -1437132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1437142.125000 Penalty: 4647.811035
	Iteration 20F: 3 clusters Score -1437142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1437162.125000 Penalty: 4647.811035
	Iteration 21Q: 3 clusters Score -1437162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1437173.875000 Penalty: 4647.811035
	Iteration 22Q: 3 clusters Score -1437174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1437185.125000 Penalty: 4647.811035
	Iteration 23Q: 3 clusters Score -1437185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1437195.125000 Penalty: 4647.811035
	Iteration 24Q: 3 clusters Score -1437195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1437201.750000 Penalty: 4647.811035
	Iteration 25Q: 3 clusters Score -1437202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1437208.750000 Penalty: 4647.811035
	Iteration 26Q: 3 clusters Score -1437209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1437208.250000 Penalty: 4647.811035
	Iteration 27Q: 3 clusters Score -1437208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1437209.750000 Penalty: 4647.811035
	Iteration 28Q: 3 clusters Score -1437210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1437210.625000 Penalty: 4647.811035
	Iteration 29Q: 3 clusters Score -1437211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1437211.250000 Penalty: 4647.811035
	Iteration 30Q: 3 clusters Score -1437211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1437214.625000 Penalty: 4647.811035
	Iteration 31Q: 3 clusters Score -1437215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1437219.125000 Penalty: 4647.811035
	Iteration 32Q: 3 clusters Score -1437219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1437220.500000 Penalty: 4647.811035
	Iteration 33Q: 3 clusters Score -1437220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1437227.500000 Penalty: 4647.811035
	Iteration 34Q: 3 clusters Score -1437228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1437227.500000 Penalty: 4647.811035
	Iteration 35F: 3 clusters Score -1437228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Entering Unmasked Estep 
Score: -971734.062500 Penalty: 2260.065918
	Iteration 0F: 2 clusters Score -971734.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -964611.687500 Penalty: 4520.131836
	Iteration 0F: 3 clusters Score -964611.7 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -966745.375000 Penalty: 4520.131836
	Iteration 1F: 3 clusters Score -966745.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -967198.000000 Penalty: 4520.131836
	Iteration 2F: 3 clusters Score -967198 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -967559.687500 Penalty: 4520.131836
	Iteration 3F: 3 clusters Score -967559.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -967904.812500 Penalty: 4520.131836
	Iteration 4F: 3 clusters Score -967904.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -968292.875000 Penalty: 4520.131836
	Iteration 5F: 3 clusters Score -968292.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -968666.750000 Penalty: 4520.131836
	Iteration 6F: 3 clusters Score -968666.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -969034.625000 Penalty: 4520.131836
	Iteration 7Q: 3 clusters Score -969034.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -969379.000000 Penalty: 4520.131836
	Iteration 8Q: 3 clusters Score -969379 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -969628.562500 Penalty: 4520.131836
	Iteration 9Q: 3 clusters Score -969628.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -969797.687500 Penalty: 4520.131836
	Iteration 10Q: 3 clusters Score -969797.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -969948.437500 Penalty: 4520.131836
	Iteration 11Q: 3 clusters Score -969948.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -970073.812500 Penalty: 4520.131836
	Iteration 12Q: 3 clusters Score -970073.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -970159.437500 Penalty: 4520.131836
	Iteration 13Q: 3 clusters Score -970159.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -970234.562500 Penalty: 4520.131836
	Iteration 14Q: 3 clusters Score -970234.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -970291.625000 Penalty: 4520.131836
	Iteration 15Q: 3 clusters Score -970291.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -970337.625000 Penalty: 4520.131836
	Iteration 16Q: 3 clusters Score -970337.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -970376.312500 Penalty: 4520.131836
	Iteration 17Q: 3 clusters Score -970376.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -970418.000000 Penalty: 4520.131836
	Iteration 18Q: 3 clusters Score -970418 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -970460.687500 Penalty: 4520.131836
	Iteration 19Q: 3 clusters Score -970460.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -970494.125000 Penalty: 4520.131836
	Iteration 20F: 3 clusters Score -970494.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -970515.687500 Penalty: 4520.131836
	Iteration 21Q: 3 clusters Score -970515.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -970527.500000 Penalty: 4520.131836
	Iteration 22Q: 3 clusters Score -970527.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -970534.500000 Penalty: 4520.131836
	Iteration 23Q: 3 clusters Score -970534.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -970538.562500 Penalty: 4520.131836
	Iteration 24Q: 3 clusters Score -970538.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -970543.750000 Penalty: 4520.131836
	Iteration 25Q: 3 clusters Score -970543.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -970544.562500 Penalty: 4520.131836
	Iteration 26Q: 3 clusters Score -970544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -970546.750000 Penalty: 4520.131836
	Iteration 27Q: 3 clusters Score -970546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -970548.062500 Penalty: 4520.131836
	Iteration 28Q: 3 clusters Score -970548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -970546.125000 Penalty: 4520.131836
	Iteration 29Q: 3 clusters Score -970546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -970547.687500 Penalty: 4520.131836
	Iteration 30Q: 3 clusters Score -970547.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -970547.687500 Penalty: 4520.131836
	Iteration 31F: 3 clusters Score -970547.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Entering Unmasked Estep 
Score: -2119845.500000 Penalty: 2428.262695
	Iteration 0F: 2 clusters Score -2119846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2107233.750000 Penalty: 4856.525391
	Iteration 0F: 3 clusters Score -2107234 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2111501.500000 Penalty: 4856.525391
	Iteration 1F: 3 clusters Score -2111502 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2111983.000000 Penalty: 4856.525391
	Iteration 2F: 3 clusters Score -2111983 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2112307.000000 Penalty: 4856.525391
	Iteration 3Q: 3 clusters Score -2112307 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2112561.000000 Penalty: 4856.525391
	Iteration 4Q: 3 clusters Score -2112561 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2112752.750000 Penalty: 4856.525391
	Iteration 5Q: 3 clusters Score -2112753 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2112948.000000 Penalty: 4856.525391
	Iteration 6Q: 3 clusters Score -2112948 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2113185.750000 Penalty: 4856.525391
	Iteration 7Q: 3 clusters Score -2113186 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2113458.750000 Penalty: 4856.525391
	Iteration 8Q: 3 clusters Score -2113459 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2113748.750000 Penalty: 4856.525391
	Iteration 9Q: 3 clusters Score -2113749 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2114042.250000 Penalty: 4856.525391
	Iteration 10Q: 3 clusters Score -2114042 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2114414.000000 Penalty: 4856.525391
	Iteration 11Q: 3 clusters Score -2114414 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2114805.750000 Penalty: 4856.525391
	Iteration 12Q: 3 clusters Score -2114806 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2115225.000000 Penalty: 4856.525391
	Iteration 13Q: 3 clusters Score -2115225 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2115659.750000 Penalty: 4856.525391
	Iteration 14Q: 3 clusters Score -2115660 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2116088.500000 Penalty: 4856.525391
	Iteration 15Q: 3 clusters Score -2116088 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2116456.250000 Penalty: 4856.525391
	Iteration 16Q: 3 clusters Score -2116456 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2116805.250000 Penalty: 4856.525391
	Iteration 17Q: 3 clusters Score -2116805 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2117113.250000 Penalty: 4856.525391
	Iteration 18Q: 3 clusters Score -2117113 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2117351.500000 Penalty: 4856.525391
	Iteration 19Q: 3 clusters Score -2117352 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2117532.750000 Penalty: 4856.525391
	Iteration 20F: 3 clusters Score -2117533 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2117654.250000 Penalty: 4856.525391
	Iteration 21Q: 3 clusters Score -2117654 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2117728.500000 Penalty: 4856.525391
	Iteration 22Q: 3 clusters Score -2117728 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2117786.500000 Penalty: 4856.525391
	Iteration 23Q: 3 clusters Score -2117786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2117844.250000 Penalty: 4856.525391
	Iteration 24Q: 3 clusters Score -2117844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2117886.750000 Penalty: 4856.525391
	Iteration 25Q: 3 clusters Score -2117887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2117918.500000 Penalty: 4856.525391
	Iteration 26Q: 3 clusters Score -2117918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2117935.000000 Penalty: 4856.525391
	Iteration 27Q: 3 clusters Score -2117935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2117966.250000 Penalty: 4856.525391
	Iteration 28Q: 3 clusters Score -2117966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2117989.500000 Penalty: 4856.525391
	Iteration 29Q: 3 clusters Score -2117990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2118008.750000 Penalty: 4856.525391
	Iteration 30Q: 3 clusters Score -2118009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2118023.750000 Penalty: 4856.525391
	Iteration 31Q: 3 clusters Score -2118024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2118036.000000 Penalty: 4856.525391
	Iteration 32Q: 3 clusters Score -2118036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2118051.750000 Penalty: 4856.525391
	Iteration 33Q: 3 clusters Score -2118052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2118064.500000 Penalty: 4856.525391
	Iteration 34Q: 3 clusters Score -2118064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2118079.750000 Penalty: 4856.525391
	Iteration 35Q: 3 clusters Score -2118080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2118096.750000 Penalty: 4856.525391
	Iteration 36Q: 3 clusters Score -2118097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2118112.750000 Penalty: 4856.525391
	Iteration 37Q: 3 clusters Score -2118113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2118130.250000 Penalty: 4856.525391
	Iteration 38Q: 3 clusters Score -2118130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2118141.750000 Penalty: 4856.525391
	Iteration 39Q: 3 clusters Score -2118142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2118147.500000 Penalty: 4856.525391
	Iteration 40F: 3 clusters Score -2118148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2118158.500000 Penalty: 4856.525391
	Iteration 41Q: 3 clusters Score -2118158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2118164.000000 Penalty: 4856.525391
	Iteration 42Q: 3 clusters Score -2118164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2118168.750000 Penalty: 4856.525391
	Iteration 43Q: 3 clusters Score -2118169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2118175.500000 Penalty: 4856.525391
	Iteration 44Q: 3 clusters Score -2118176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2118173.000000 Penalty: 4856.525391
	Iteration 45Q: 3 clusters Score -2118173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2118178.000000 Penalty: 4856.525391
	Iteration 46Q: 3 clusters Score -2118178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2118182.250000 Penalty: 4856.525391
	Iteration 47Q: 3 clusters Score -2118182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2118182.250000 Penalty: 4856.525391
	Iteration 48Q: 3 clusters Score -2118182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2118188.750000 Penalty: 4856.525391
	Iteration 49Q: 3 clusters Score -2118189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2118193.500000 Penalty: 4856.525391
	Iteration 50Q: 3 clusters Score -2118194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2118195.000000 Penalty: 4856.525391
	Iteration 51Q: 3 clusters Score -2118195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2118195.500000 Penalty: 4856.525391
	Iteration 52Q: 3 clusters Score -2118196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2118199.000000 Penalty: 4856.525391
	Iteration 53Q: 3 clusters Score -2118199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2118203.000000 Penalty: 4856.525391
	Iteration 54Q: 3 clusters Score -2118203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2118204.750000 Penalty: 4856.525391
	Iteration 55Q: 3 clusters Score -2118205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2118207.250000 Penalty: 4856.525391
	Iteration 56Q: 3 clusters Score -2118207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2118209.250000 Penalty: 4856.525391
	Iteration 57Q: 3 clusters Score -2118209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2118208.500000 Penalty: 4856.525391
	Iteration 58Q: 3 clusters Score -2118208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2118213.000000 Penalty: 4856.525391
	Iteration 59Q: 3 clusters Score -2118213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2118211.750000 Penalty: 4856.525391
	Iteration 60F: 3 clusters Score -2118212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -322871.968750 Penalty: 1961.644531
	Iteration 0F: 2 clusters Score -322872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -319777.156250 Penalty: 3923.289062
	Iteration 0F: 3 clusters Score -319777.2 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -320393.781250 Penalty: 3923.289062
	Iteration 1F: 3 clusters Score -320393.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -320546.375000 Penalty: 3923.289062
	Iteration 2F: 3 clusters Score -320546.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -320633.843750 Penalty: 3923.289062
	Iteration 3Q: 3 clusters Score -320633.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -320696.468750 Penalty: 3923.289062
	Iteration 4Q: 3 clusters Score -320696.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -320743.250000 Penalty: 3923.289062
	Iteration 5Q: 3 clusters Score -320743.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -320779.937500 Penalty: 3923.289062
	Iteration 6Q: 3 clusters Score -320779.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -320816.812500 Penalty: 3923.289062
	Iteration 7Q: 3 clusters Score -320816.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -320855.937500 Penalty: 3923.289062
	Iteration 8Q: 3 clusters Score -320855.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -320880.343750 Penalty: 3923.289062
	Iteration 9Q: 3 clusters Score -320880.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -320903.062500 Penalty: 3923.289062
	Iteration 10Q: 3 clusters Score -320903.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -320921.375000 Penalty: 3923.289062
	Iteration 11Q: 3 clusters Score -320921.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -320944.500000 Penalty: 3923.289062
	Iteration 12Q: 3 clusters Score -320944.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -320962.062500 Penalty: 3923.289062
	Iteration 13Q: 3 clusters Score -320962.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -320975.437500 Penalty: 3923.289062
	Iteration 14Q: 3 clusters Score -320975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -320982.031250 Penalty: 3923.289062
	Iteration 15Q: 3 clusters Score -320982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -320987.000000 Penalty: 3923.289062
	Iteration 16Q: 3 clusters Score -320987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -320992.343750 Penalty: 3923.289062
	Iteration 17Q: 3 clusters Score -320992.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -320995.281250 Penalty: 3923.289062
	Iteration 18Q: 3 clusters Score -320995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -320999.593750 Penalty: 3923.289062
	Iteration 19Q: 3 clusters Score -320999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -321004.843750 Penalty: 3923.289062
	Iteration 20F: 3 clusters Score -321004.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -321011.218750 Penalty: 3923.289062
	Iteration 21Q: 3 clusters Score -321011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -321020.062500 Penalty: 3923.289062
	Iteration 22Q: 3 clusters Score -321020.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -321028.781250 Penalty: 3923.289062
	Iteration 23Q: 3 clusters Score -321028.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -321036.062500 Penalty: 3923.289062
	Iteration 24Q: 3 clusters Score -321036.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -321044.937500 Penalty: 3923.289062
	Iteration 25Q: 3 clusters Score -321044.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -321056.093750 Penalty: 3923.289062
	Iteration 26Q: 3 clusters Score -321056.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -321070.000000 Penalty: 3923.289062
	Iteration 27Q: 3 clusters Score -321070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -321078.062500 Penalty: 3923.289062
	Iteration 28Q: 3 clusters Score -321078.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -321083.468750 Penalty: 3923.289062
	Iteration 29Q: 3 clusters Score -321083.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -321088.156250 Penalty: 3923.289062
	Iteration 30Q: 3 clusters Score -321088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -321094.250000 Penalty: 3923.289062
	Iteration 31Q: 3 clusters Score -321094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -321100.500000 Penalty: 3923.289062
	Iteration 32Q: 3 clusters Score -321100.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -321103.750000 Penalty: 3923.289062
	Iteration 33Q: 3 clusters Score -321103.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -321107.843750 Penalty: 3923.289062
	Iteration 34Q: 3 clusters Score -321107.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -321111.781250 Penalty: 3923.289062
	Iteration 35Q: 3 clusters Score -321111.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -321119.187500 Penalty: 3923.289062
	Iteration 36Q: 3 clusters Score -321119.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -321126.031250 Penalty: 3923.289062
	Iteration 37Q: 3 clusters Score -321126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -321129.875000 Penalty: 3923.289062
	Iteration 38Q: 3 clusters Score -321129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -321134.437500 Penalty: 3923.289062
	Iteration 39Q: 3 clusters Score -321134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -321139.437500 Penalty: 3923.289062
	Iteration 40F: 3 clusters Score -321139.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -321145.250000 Penalty: 3923.289062
	Iteration 41Q: 3 clusters Score -321145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -321149.218750 Penalty: 3923.289062
	Iteration 42Q: 3 clusters Score -321149.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -321151.000000 Penalty: 3923.289062
	Iteration 43Q: 3 clusters Score -321151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -321154.031250 Penalty: 3923.289062
	Iteration 44Q: 3 clusters Score -321154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -321155.437500 Penalty: 3923.289062
	Iteration 45Q: 3 clusters Score -321155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -321158.437500 Penalty: 3923.289062
	Iteration 46Q: 3 clusters Score -321158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -321159.187500 Penalty: 3923.289062
	Iteration 47Q: 3 clusters Score -321159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -321161.468750 Penalty: 3923.289062
	Iteration 48Q: 3 clusters Score -321161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -321162.093750 Penalty: 3923.289062
	Iteration 49Q: 3 clusters Score -321162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -321162.093750 Penalty: 3923.289062
	Iteration 50F: 3 clusters Score -321162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Entering Unmasked Estep 
Score: -2327324.750000 Penalty: 2446.727783
	Iteration 0F: 2 clusters Score -2327325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2313645.250000 Penalty: 4893.455566
	Iteration 0F: 3 clusters Score -2313645 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2318204.750000 Penalty: 4893.455566
	Iteration 1F: 3 clusters Score -2318205 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2318582.000000 Penalty: 4893.455566
	Iteration 2F: 3 clusters Score -2318582 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2318891.250000 Penalty: 4893.455566
	Iteration 3Q: 3 clusters Score -2318891 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2319183.250000 Penalty: 4893.455566
	Iteration 4Q: 3 clusters Score -2319183 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2319458.500000 Penalty: 4893.455566
	Iteration 5Q: 3 clusters Score -2319458 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2319752.500000 Penalty: 4893.455566
	Iteration 6Q: 3 clusters Score -2319752 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2320107.000000 Penalty: 4893.455566
	Iteration 7Q: 3 clusters Score -2320107 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2320525.750000 Penalty: 4893.455566
	Iteration 8Q: 3 clusters Score -2320526 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2321018.000000 Penalty: 4893.455566
	Iteration 9Q: 3 clusters Score -2321018 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2321471.750000 Penalty: 4893.455566
	Iteration 10Q: 3 clusters Score -2321472 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2321842.500000 Penalty: 4893.455566
	Iteration 11Q: 3 clusters Score -2321842 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2322142.750000 Penalty: 4893.455566
	Iteration 12Q: 3 clusters Score -2322143 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2322368.750000 Penalty: 4893.455566
	Iteration 13Q: 3 clusters Score -2322369 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2322530.500000 Penalty: 4893.455566
	Iteration 14Q: 3 clusters Score -2322530 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2322670.250000 Penalty: 4893.455566
	Iteration 15Q: 3 clusters Score -2322670 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2322772.750000 Penalty: 4893.455566
	Iteration 16Q: 3 clusters Score -2322773 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2322851.500000 Penalty: 4893.455566
	Iteration 17Q: 3 clusters Score -2322852 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2322916.750000 Penalty: 4893.455566
	Iteration 18Q: 3 clusters Score -2322917 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2322988.000000 Penalty: 4893.455566
	Iteration 19Q: 3 clusters Score -2322988 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2323051.000000 Penalty: 4893.455566
	Iteration 20F: 3 clusters Score -2323051 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2323129.750000 Penalty: 4893.455566
	Iteration 21Q: 3 clusters Score -2323130 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2323190.250000 Penalty: 4893.455566
	Iteration 22Q: 3 clusters Score -2323190 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2323266.250000 Penalty: 4893.455566
	Iteration 23Q: 3 clusters Score -2323266 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2323343.750000 Penalty: 4893.455566
	Iteration 24Q: 3 clusters Score -2323344 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2323416.250000 Penalty: 4893.455566
	Iteration 25Q: 3 clusters Score -2323416 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2323496.750000 Penalty: 4893.455566
	Iteration 26Q: 3 clusters Score -2323497 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2323580.250000 Penalty: 4893.455566
	Iteration 27Q: 3 clusters Score -2323580 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2323681.750000 Penalty: 4893.455566
	Iteration 28Q: 3 clusters Score -2323682 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2323775.500000 Penalty: 4893.455566
	Iteration 29Q: 3 clusters Score -2323776 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2323848.750000 Penalty: 4893.455566
	Iteration 30Q: 3 clusters Score -2323849 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2323915.250000 Penalty: 4893.455566
	Iteration 31Q: 3 clusters Score -2323915 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2323963.750000 Penalty: 4893.455566
	Iteration 32Q: 3 clusters Score -2323964 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2324023.250000 Penalty: 4893.455566
	Iteration 33Q: 3 clusters Score -2324023 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2324082.750000 Penalty: 4893.455566
	Iteration 34Q: 3 clusters Score -2324083 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2324123.500000 Penalty: 4893.455566
	Iteration 35Q: 3 clusters Score -2324124 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2324199.000000 Penalty: 4893.455566
	Iteration 36Q: 3 clusters Score -2324199 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2324250.000000 Penalty: 4893.455566
	Iteration 37Q: 3 clusters Score -2324250 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2324319.500000 Penalty: 4893.455566
	Iteration 38Q: 3 clusters Score -2324320 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2324366.000000 Penalty: 4893.455566
	Iteration 39Q: 3 clusters Score -2324366 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2324424.500000 Penalty: 4893.455566
	Iteration 40F: 3 clusters Score -2324424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2324481.750000 Penalty: 4893.455566
	Iteration 41Q: 3 clusters Score -2324482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2324544.500000 Penalty: 4893.455566
	Iteration 42Q: 3 clusters Score -2324544 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2324600.250000 Penalty: 4893.455566
	Iteration 43Q: 3 clusters Score -2324600 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2324640.250000 Penalty: 4893.455566
	Iteration 44Q: 3 clusters Score -2324640 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2324672.750000 Penalty: 4893.455566
	Iteration 45Q: 3 clusters Score -2324673 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2324712.000000 Penalty: 4893.455566
	Iteration 46Q: 3 clusters Score -2324712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2324758.750000 Penalty: 4893.455566
	Iteration 47Q: 3 clusters Score -2324759 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2324808.250000 Penalty: 4893.455566
	Iteration 48Q: 3 clusters Score -2324808 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2324852.250000 Penalty: 4893.455566
	Iteration 49Q: 3 clusters Score -2324852 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2324906.000000 Penalty: 4893.455566
	Iteration 50Q: 3 clusters Score -2324906 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2324956.250000 Penalty: 4893.455566
	Iteration 51Q: 3 clusters Score -2324956 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2324990.750000 Penalty: 4893.455566
	Iteration 52Q: 3 clusters Score -2324991 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2325035.500000 Penalty: 4893.455566
	Iteration 53Q: 3 clusters Score -2325036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2325076.500000 Penalty: 4893.455566
	Iteration 54Q: 3 clusters Score -2325076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2325099.750000 Penalty: 4893.455566
	Iteration 55Q: 3 clusters Score -2325100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2325126.000000 Penalty: 4893.455566
	Iteration 56Q: 3 clusters Score -2325126 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2325149.500000 Penalty: 4893.455566
	Iteration 57Q: 3 clusters Score -2325150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2325166.000000 Penalty: 4893.455566
	Iteration 58Q: 3 clusters Score -2325166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2325216.250000 Penalty: 4893.455566
	Iteration 59Q: 3 clusters Score -2325216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2325241.250000 Penalty: 4893.455566
	Iteration 60F: 3 clusters Score -2325241 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2325265.750000 Penalty: 4893.455566
	Iteration 61Q: 3 clusters Score -2325266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2325280.750000 Penalty: 4893.455566
	Iteration 62Q: 3 clusters Score -2325281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2325296.000000 Penalty: 4893.455566
	Iteration 63Q: 3 clusters Score -2325296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2325309.750000 Penalty: 4893.455566
	Iteration 64Q: 3 clusters Score -2325310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2325321.250000 Penalty: 4893.455566
	Iteration 65Q: 3 clusters Score -2325321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2325331.250000 Penalty: 4893.455566
	Iteration 66Q: 3 clusters Score -2325331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2325337.250000 Penalty: 4893.455566
	Iteration 67Q: 3 clusters Score -2325337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2325334.500000 Penalty: 4893.455566
	Iteration 68Q: 3 clusters Score -2325334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2325341.500000 Penalty: 4893.455566
	Iteration 69Q: 3 clusters Score -2325342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2325349.250000 Penalty: 4893.455566
	Iteration 70Q: 3 clusters Score -2325349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2325354.000000 Penalty: 4893.455566
	Iteration 71Q: 3 clusters Score -2325354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2325356.750000 Penalty: 4893.455566
	Iteration 72Q: 3 clusters Score -2325357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2325367.250000 Penalty: 4893.455566
	Iteration 73Q: 3 clusters Score -2325367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2325374.500000 Penalty: 4893.455566
	Iteration 74Q: 3 clusters Score -2325374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2325375.250000 Penalty: 4893.455566
	Iteration 75Q: 3 clusters Score -2325375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2325379.000000 Penalty: 4893.455566
	Iteration 76Q: 3 clusters Score -2325379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2325384.750000 Penalty: 4893.455566
	Iteration 77Q: 3 clusters Score -2325385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2325385.500000 Penalty: 4893.455566
	Iteration 78Q: 3 clusters Score -2325386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2325391.000000 Penalty: 4893.455566
	Iteration 79Q: 3 clusters Score -2325391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2325388.750000 Penalty: 4893.455566
	Iteration 80F: 3 clusters Score -2325389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2325388.250000 Penalty: 4893.455566
	Iteration 81Q: 3 clusters Score -2325388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2325391.000000 Penalty: 4893.455566
	Iteration 82Q: 3 clusters Score -2325391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2325391.000000 Penalty: 4893.455566
	Iteration 83F: 3 clusters Score -2325391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -628618.750000 Penalty: 2122.800049
	Iteration 0F: 2 clusters Score -628618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -624000.187500 Penalty: 4245.600098
	Iteration 0F: 3 clusters Score -624000.2 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -625213.875000 Penalty: 4245.600098
	Iteration 1F: 3 clusters Score -625213.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -625520.187500 Penalty: 4245.600098
	Iteration 2F: 3 clusters Score -625520.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -625800.437500 Penalty: 4245.600098
	Iteration 3F: 3 clusters Score -625800.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -626068.187500 Penalty: 4245.600098
	Iteration 4F: 3 clusters Score -626068.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -626310.562500 Penalty: 4245.600098
	Iteration 5F: 3 clusters Score -626310.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -626535.000000 Penalty: 4245.600098
	Iteration 6Q: 3 clusters Score -626535 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -626705.125000 Penalty: 4245.600098
	Iteration 7Q: 3 clusters Score -626705.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -626813.437500 Penalty: 4245.600098
	Iteration 8Q: 3 clusters Score -626813.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -626889.687500 Penalty: 4245.600098
	Iteration 9Q: 3 clusters Score -626889.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -626936.375000 Penalty: 4245.600098
	Iteration 10Q: 3 clusters Score -626936.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -626970.000000 Penalty: 4245.600098
	Iteration 11Q: 3 clusters Score -626970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -626998.125000 Penalty: 4245.600098
	Iteration 12Q: 3 clusters Score -626998.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -627014.250000 Penalty: 4245.600098
	Iteration 13Q: 3 clusters Score -627014.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -627024.750000 Penalty: 4245.600098
	Iteration 14Q: 3 clusters Score -627024.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -627034.937500 Penalty: 4245.600098
	Iteration 15Q: 3 clusters Score -627034.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -627043.000000 Penalty: 4245.600098
	Iteration 16Q: 3 clusters Score -627043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -627051.625000 Penalty: 4245.600098
	Iteration 17Q: 3 clusters Score -627051.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -627059.000000 Penalty: 4245.600098
	Iteration 18Q: 3 clusters Score -627059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -627066.062500 Penalty: 4245.600098
	Iteration 19Q: 3 clusters Score -627066.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -627070.875000 Penalty: 4245.600098
	Iteration 20F: 3 clusters Score -627070.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -627076.312500 Penalty: 4245.600098
	Iteration 21Q: 3 clusters Score -627076.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -627079.000000 Penalty: 4245.600098
	Iteration 22Q: 3 clusters Score -627079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -627082.437500 Penalty: 4245.600098
	Iteration 23Q: 3 clusters Score -627082.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -627084.625000 Penalty: 4245.600098
	Iteration 24Q: 3 clusters Score -627084.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -627088.062500 Penalty: 4245.600098
	Iteration 25Q: 3 clusters Score -627088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -627090.500000 Penalty: 4245.600098
	Iteration 26Q: 3 clusters Score -627090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -627093.625000 Penalty: 4245.600098
	Iteration 27Q: 3 clusters Score -627093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -627094.250000 Penalty: 4245.600098
	Iteration 28Q: 3 clusters Score -627094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -627096.687500 Penalty: 4245.600098
	Iteration 29Q: 3 clusters Score -627096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -627096.875000 Penalty: 4245.600098
	Iteration 30Q: 3 clusters Score -627096.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -627096.875000 Penalty: 4245.600098
	Iteration 31F: 3 clusters Score -627096.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -285462.312500 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -285462.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -282626.468750 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -282626.5 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -283121.562500 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -283121.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -283261.500000 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -283261.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -283344.968750 Penalty: 3855.285400
	Iteration 3Q: 3 clusters Score -283345 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -283390.062500 Penalty: 3855.285400
	Iteration 4Q: 3 clusters Score -283390.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -283414.562500 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -283414.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -283430.000000 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -283430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -283444.968750 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -283445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -283458.656250 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -283458.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -283473.062500 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -283473.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -283486.812500 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -283486.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -283498.250000 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -283498.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -283508.531250 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -283508.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -283515.125000 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -283515.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -283519.531250 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -283519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283524.968750 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -283525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283532.250000 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -283532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283535.156250 Penalty: 3855.285400
	Iteration 17Q: 3 clusters Score -283535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283536.437500 Penalty: 3855.285400
	Iteration 18Q: 3 clusters Score -283536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283537.593750 Penalty: 3855.285400
	Iteration 19Q: 3 clusters Score -283537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283540.156250 Penalty: 3855.285400
	Iteration 20F: 3 clusters Score -283540.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283543.937500 Penalty: 3855.285400
	Iteration 21Q: 3 clusters Score -283543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -283546.406250 Penalty: 3855.285400
	Iteration 22Q: 3 clusters Score -283546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -283547.218750 Penalty: 3855.285400
	Iteration 23Q: 3 clusters Score -283547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -283547.218750 Penalty: 3855.285400
	Iteration 24F: 3 clusters Score -283547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Entering Unmasked Estep 
Score: -2677699.000000 Penalty: 2482.481934
	Iteration 0F: 2 clusters Score -2677699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2662091.000000 Penalty: 4964.963867
	Iteration 0F: 3 clusters Score -2662091 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2667431.500000 Penalty: 4964.963867
	Iteration 1F: 3 clusters Score -2667432 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2667790.500000 Penalty: 4964.963867
	Iteration 2Q: 3 clusters Score -2667790 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2668171.500000 Penalty: 4964.963867
	Iteration 3Q: 3 clusters Score -2668172 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2668595.750000 Penalty: 4964.963867
	Iteration 4Q: 3 clusters Score -2668596 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2669154.000000 Penalty: 4964.963867
	Iteration 5Q: 3 clusters Score -2669154 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2669881.250000 Penalty: 4964.963867
	Iteration 6F: 3 clusters Score -2669881 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2670837.500000 Penalty: 4964.963867
	Iteration 7F: 3 clusters Score -2670838 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2671983.500000 Penalty: 4964.963867
	Iteration 8F: 3 clusters Score -2671984 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2673171.000000 Penalty: 4964.963867
	Iteration 9F: 3 clusters Score -2673171 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2674189.000000 Penalty: 4964.963867
	Iteration 10Q: 3 clusters Score -2674189 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2674988.000000 Penalty: 4964.963867
	Iteration 11Q: 3 clusters Score -2674988 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2675581.500000 Penalty: 4964.963867
	Iteration 12Q: 3 clusters Score -2675582 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2675882.250000 Penalty: 4964.963867
	Iteration 13Q: 3 clusters Score -2675882 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2676067.250000 Penalty: 4964.963867
	Iteration 14Q: 3 clusters Score -2676067 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2676187.250000 Penalty: 4964.963867
	Iteration 15Q: 3 clusters Score -2676187 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2676277.500000 Penalty: 4964.963867
	Iteration 16Q: 3 clusters Score -2676278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2676395.250000 Penalty: 4964.963867
	Iteration 17Q: 3 clusters Score -2676395 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2676497.250000 Penalty: 4964.963867
	Iteration 18Q: 3 clusters Score -2676497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2676528.250000 Penalty: 4964.963867
	Iteration 19Q: 3 clusters Score -2676528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2676547.000000 Penalty: 4964.963867
	Iteration 20F: 3 clusters Score -2676547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2676551.250000 Penalty: 4964.963867
	Iteration 21Q: 3 clusters Score -2676551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2676548.000000 Penalty: 4964.963867
	Iteration 22Q: 3 clusters Score -2676548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2676555.750000 Penalty: 4964.963867
	Iteration 23Q: 3 clusters Score -2676556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2676559.750000 Penalty: 4964.963867
	Iteration 24Q: 3 clusters Score -2676560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2676553.750000 Penalty: 4964.963867
	Iteration 25Q: 3 clusters Score -2676554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2676552.500000 Penalty: 4964.963867
	Iteration 26Q: 3 clusters Score -2676552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2676553.750000 Penalty: 4964.963867
	Iteration 27Q: 3 clusters Score -2676554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2676554.750000 Penalty: 4964.963867
	Iteration 28Q: 3 clusters Score -2676555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2676554.750000 Penalty: 4964.963867
	Iteration 29F: 3 clusters Score -2676555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Entering Unmasked Estep 
Score: -538460.125000 Penalty: 2081.292969
	Iteration 0F: 2 clusters Score -538460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -534290.375000 Penalty: 4162.585938
	Iteration 0F: 3 clusters Score -534290.4 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -535255.375000 Penalty: 4162.585938
	Iteration 1F: 3 clusters Score -535255.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -535459.750000 Penalty: 4162.585938
	Iteration 2F: 3 clusters Score -535459.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -535591.750000 Penalty: 4162.585938
	Iteration 3F: 3 clusters Score -535591.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -535682.312500 Penalty: 4162.585938
	Iteration 4Q: 3 clusters Score -535682.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -535753.625000 Penalty: 4162.585938
	Iteration 5Q: 3 clusters Score -535753.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -535802.375000 Penalty: 4162.585938
	Iteration 6Q: 3 clusters Score -535802.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -535864.687500 Penalty: 4162.585938
	Iteration 7Q: 3 clusters Score -535864.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -535941.562500 Penalty: 4162.585938
	Iteration 8Q: 3 clusters Score -535941.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -536019.437500 Penalty: 4162.585938
	Iteration 9Q: 3 clusters Score -536019.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -536093.187500 Penalty: 4162.585938
	Iteration 10Q: 3 clusters Score -536093.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -536150.062500 Penalty: 4162.585938
	Iteration 11Q: 3 clusters Score -536150.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -536211.812500 Penalty: 4162.585938
	Iteration 12Q: 3 clusters Score -536211.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -536269.875000 Penalty: 4162.585938
	Iteration 13Q: 3 clusters Score -536269.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -536327.125000 Penalty: 4162.585938
	Iteration 14Q: 3 clusters Score -536327.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -536383.562500 Penalty: 4162.585938
	Iteration 15Q: 3 clusters Score -536383.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -536426.187500 Penalty: 4162.585938
	Iteration 16Q: 3 clusters Score -536426.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -536460.062500 Penalty: 4162.585938
	Iteration 17Q: 3 clusters Score -536460.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -536492.500000 Penalty: 4162.585938
	Iteration 18Q: 3 clusters Score -536492.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -536515.375000 Penalty: 4162.585938
	Iteration 19Q: 3 clusters Score -536515.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -536527.562500 Penalty: 4162.585938
	Iteration 20F: 3 clusters Score -536527.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -536538.375000 Penalty: 4162.585938
	Iteration 21Q: 3 clusters Score -536538.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -536543.250000 Penalty: 4162.585938
	Iteration 22Q: 3 clusters Score -536543.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -536553.437500 Penalty: 4162.585938
	Iteration 23Q: 3 clusters Score -536553.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -536561.187500 Penalty: 4162.585938
	Iteration 24Q: 3 clusters Score -536561.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -536568.375000 Penalty: 4162.585938
	Iteration 25Q: 3 clusters Score -536568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -536572.125000 Penalty: 4162.585938
	Iteration 26Q: 3 clusters Score -536572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -536573.937500 Penalty: 4162.585938
	Iteration 27Q: 3 clusters Score -536573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -536576.312500 Penalty: 4162.585938
	Iteration 28Q: 3 clusters Score -536576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -536576.687500 Penalty: 4162.585938
	Iteration 29Q: 3 clusters Score -536576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -536577.375000 Penalty: 4162.585938
	Iteration 30Q: 3 clusters Score -536577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -536580.937500 Penalty: 4162.585938
	Iteration 31Q: 3 clusters Score -536580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -536582.437500 Penalty: 4162.585938
	Iteration 32Q: 3 clusters Score -536582.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -536583.312500 Penalty: 4162.585938
	Iteration 33Q: 3 clusters Score -536583.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -536585.937500 Penalty: 4162.585938
	Iteration 34Q: 3 clusters Score -536585.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -536590.312500 Penalty: 4162.585938
	Iteration 35Q: 3 clusters Score -536590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -536592.000000 Penalty: 4162.585938
	Iteration 36Q: 3 clusters Score -536592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -536592.062500 Penalty: 4162.585938
	Iteration 37Q: 3 clusters Score -536592.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -536595.750000 Penalty: 4162.585938
	Iteration 38Q: 3 clusters Score -536595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -536598.437500 Penalty: 4162.585938
	Iteration 39Q: 3 clusters Score -536598.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -536599.937500 Penalty: 4162.585938
	Iteration 40F: 3 clusters Score -536599.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -536602.000000 Penalty: 4162.585938
	Iteration 41Q: 3 clusters Score -536602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -536603.562500 Penalty: 4162.585938
	Iteration 42Q: 3 clusters Score -536603.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -536605.000000 Penalty: 4162.585938
	Iteration 43Q: 3 clusters Score -536605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -536607.312500 Penalty: 4162.585938
	Iteration 44Q: 3 clusters Score -536607.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -536610.812500 Penalty: 4162.585938
	Iteration 45Q: 3 clusters Score -536610.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -536611.875000 Penalty: 4162.585938
	Iteration 46Q: 3 clusters Score -536611.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -536613.812500 Penalty: 4162.585938
	Iteration 47Q: 3 clusters Score -536613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -536614.437500 Penalty: 4162.585938
	Iteration 48Q: 3 clusters Score -536614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -536616.750000 Penalty: 4162.585938
	Iteration 49Q: 3 clusters Score -536616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -536617.000000 Penalty: 4162.585938
	Iteration 50Q: 3 clusters Score -536617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -536617.250000 Penalty: 4162.585938
	Iteration 51Q: 3 clusters Score -536617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -536617.125000 Penalty: 4162.585938
	Iteration 52Q: 3 clusters Score -536617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -536617.500000 Penalty: 4162.585938
	Iteration 53Q: 3 clusters Score -536617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -536621.187500 Penalty: 4162.585938
	Iteration 54Q: 3 clusters Score -536621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -536622.437500 Penalty: 4162.585938
	Iteration 55Q: 3 clusters Score -536622.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -536623.500000 Penalty: 4162.585938
	Iteration 56Q: 3 clusters Score -536623.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -536624.562500 Penalty: 4162.585938
	Iteration 57Q: 3 clusters Score -536624.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -536624.500000 Penalty: 4162.585938
	Iteration 58Q: 3 clusters Score -536624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -536626.437500 Penalty: 4162.585938
	Iteration 59Q: 3 clusters Score -536626.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -536627.250000 Penalty: 4162.585938
	Iteration 60F: 3 clusters Score -536627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -536628.312500 Penalty: 4162.585938
	Iteration 61Q: 3 clusters Score -536628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -536628.875000 Penalty: 4162.585938
	Iteration 62Q: 3 clusters Score -536628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -536630.250000 Penalty: 4162.585938
	Iteration 63Q: 3 clusters Score -536630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -536630.625000 Penalty: 4162.585938
	Iteration 64Q: 3 clusters Score -536630.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -536630.312500 Penalty: 4162.585938
	Iteration 65Q: 3 clusters Score -536630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -536632.687500 Penalty: 4162.585938
	Iteration 66Q: 3 clusters Score -536632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -536634.500000 Penalty: 4162.585938
	Iteration 67Q: 3 clusters Score -536634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -536634.687500 Penalty: 4162.585938
	Iteration 68Q: 3 clusters Score -536634.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -536635.937500 Penalty: 4162.585938
	Iteration 69Q: 3 clusters Score -536635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -536635.562500 Penalty: 4162.585938
	Iteration 70Q: 3 clusters Score -536635.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -536635.750000 Penalty: 4162.585938
	Iteration 71Q: 3 clusters Score -536635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -536636.187500 Penalty: 4162.585938
	Iteration 72Q: 3 clusters Score -536636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -536636.187500 Penalty: 4162.585938
	Iteration 73F: 3 clusters Score -536636.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 6344 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15735 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17960 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10080 members 
Mstep: Class 17 contains 38488 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14860 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11738 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19261 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22248 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716800.000000 Penalty: 97482.882812
Iteration 199Q: 32 clusters Score -3.57168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 6343 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15750 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17955 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10079 members 
Mstep: Class 17 contains 38490 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 14862 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11739 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19250 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22247 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716772.000000 Penalty: 97482.882812
Iteration 200F: 32 clusters Score -3.571677e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 6343 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15763 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17950 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 10079 members 
Mstep: Class 17 contains 38495 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14862 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11740 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19236 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22245 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716776.000000 Penalty: 97482.882812
Iteration 201Q: 32 clusters Score -3.571678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 6343 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15769 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17951 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 10079 members 
Mstep: Class 17 contains 38493 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14867 members 
Mstep: Class 21 contains 7487 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11741 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17880 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19224 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22248 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716828.000000 Penalty: 97482.882812
Iteration 202Q: 32 clusters Score -3.571683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6774 members 
Mstep: Class 6 contains 15777 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17950 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 10079 members 
Mstep: Class 17 contains 38494 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14868 members 
Mstep: Class 21 contains 7488 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11742 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19216 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22247 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716808.000000 Penalty: 97482.882812
Iteration 203Q: 32 clusters Score -3.571681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 15788 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15499 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 10079 members 
Mstep: Class 17 contains 38494 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14870 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11744 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19206 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22246 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716772.000000 Penalty: 97482.882812
Iteration 204Q: 32 clusters Score -3.571677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6772 members 
Mstep: Class 6 contains 15797 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15500 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17947 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 10079 members 
Mstep: Class 17 contains 38494 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14870 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11746 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17879 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19200 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22242 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716780.000000 Penalty: 97482.882812
Iteration 205Q: 32 clusters Score -3.571678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15800 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15500 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17944 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 10079 members 
Mstep: Class 17 contains 38496 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14870 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9404 members 
Mstep: Class 23 contains 11748 members 
Mstep: Class 24 contains 9075 members 
Mstep: Class 25 contains 17880 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19199 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22238 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716756.000000 Penalty: 97482.882812
Iteration 206Q: 32 clusters Score -3.571676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15803 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15500 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 10081 members 
Mstep: Class 17 contains 38496 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14870 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11751 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19194 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22237 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716768.000000 Penalty: 97482.882812
Iteration 207Q: 32 clusters Score -3.571677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15805 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15500 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10082 members 
Mstep: Class 17 contains 38498 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14870 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11753 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19189 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22234 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716788.000000 Penalty: 97482.882812
Iteration 208Q: 32 clusters Score -3.571679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15809 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15501 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10082 members 
Mstep: Class 17 contains 38499 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14870 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11754 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19182 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22233 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716788.000000 Penalty: 97482.882812
Iteration 209Q: 32 clusters Score -3.571679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15812 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15501 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17942 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10082 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14871 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11756 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19177 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22231 members 
Mstep: Class 31 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716788.000000 Penalty: 97482.882812
Iteration 210Q: 32 clusters Score -3.571679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15813 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15501 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17939 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38504 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14871 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9403 members 
Mstep: Class 23 contains 11758 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19177 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22227 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716780.000000 Penalty: 97482.882812
Iteration 211Q: 32 clusters Score -3.571678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15816 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15501 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17938 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38505 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19173 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22226 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716780.000000 Penalty: 97482.882812
Iteration 212Q: 32 clusters Score -3.571678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15818 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15501 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17936 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38505 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22227 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716768.000000 Penalty: 97482.882812
Iteration 213Q: 32 clusters Score -3.571677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15818 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15501 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17936 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38503 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17881 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22229 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716756.000000 Penalty: 97482.882812
Iteration 214Q: 32 clusters Score -3.571676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15818 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15501 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17936 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17880 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22232 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716760.000000 Penalty: 97482.882812
Iteration 215Q: 32 clusters Score -3.571676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15818 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15502 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17936 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17876 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22235 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716756.000000 Penalty: 97482.882812
Iteration 216Q: 32 clusters Score -3.571676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15818 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15502 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17936 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17872 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22239 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716772.000000 Penalty: 97482.882812
Iteration 217Q: 32 clusters Score -3.571677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15818 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15503 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17936 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38504 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17869 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22238 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716764.000000 Penalty: 97482.882812
Iteration 218Q: 32 clusters Score -3.571676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15818 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15503 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17935 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38503 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17870 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22239 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716752.000000 Penalty: 97482.882812
Iteration 219Q: 32 clusters Score -3.571675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15818 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15503 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17933 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38503 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11761 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17870 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22240 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716772.000000 Penalty: 97482.882812
Iteration 220F: 32 clusters Score -3.571677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15819 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15503 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17930 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38505 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11764 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17869 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22238 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716768.000000 Penalty: 97482.882812
Iteration 221Q: 32 clusters Score -3.571677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15503 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17929 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38505 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11769 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17868 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22234 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716772.000000 Penalty: 97482.882812
Iteration 222Q: 32 clusters Score -3.571677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15504 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17929 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38504 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11773 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17866 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22233 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716764.000000 Penalty: 97482.882812
Iteration 223Q: 32 clusters Score -3.571676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15504 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17928 members 
Mstep: Class 15 contains 7370 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38502 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11776 members 
Mstep: Class 24 contains 9073 members 
Mstep: Class 25 contains 17862 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19172 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22236 members 
Mstep: Class 31 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716780.000000 Penalty: 97482.882812
Iteration 224Q: 32 clusters Score -3.571678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15504 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 7369 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38502 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17861 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19171 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22238 members 
Mstep: Class 31 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716792.000000 Penalty: 97482.882812
Iteration 225Q: 32 clusters Score -3.571679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15504 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 7367 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17862 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19171 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22238 members 
Mstep: Class 31 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716800.000000 Penalty: 97482.882812
Iteration 226Q: 32 clusters Score -3.57168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15504 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 7365 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14870 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17862 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19171 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22238 members 
Mstep: Class 31 contains 4420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716796.000000 Penalty: 97482.882812
Iteration 227Q: 32 clusters Score -3.57168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15504 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14871 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17863 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19171 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22238 members 
Mstep: Class 31 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716800.000000 Penalty: 97482.882812
Iteration 228Q: 32 clusters Score -3.57168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15505 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 7361 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17861 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19171 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22239 members 
Mstep: Class 31 contains 4421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716796.000000 Penalty: 97482.882812
Iteration 229Q: 32 clusters Score -3.57168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15505 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 7360 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17861 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19171 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22239 members 
Mstep: Class 31 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716800.000000 Penalty: 97482.882812
Iteration 230Q: 32 clusters Score -3.57168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15505 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 7360 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14871 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17861 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19171 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22239 members 
Mstep: Class 31 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716812.000000 Penalty: 97482.882812
Iteration 231Q: 32 clusters Score -3.571681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15505 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 7360 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 14871 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17861 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19171 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22239 members 
Mstep: Class 31 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716812.000000 Penalty: 97482.882812
Iteration 232F: 32 clusters Score -3.571681e+07 nChanged 0
Entering ConstructFrom: 
Score: -35716812.000000 Penalty: 97482.882812
Entering ConstructFrom: 
Trying to split cluster 1 (2826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Entering Unmasked Estep 
Score: -306876.000000 Penalty: 1970.761108
	Iteration 0F: 2 clusters Score -306876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -303746.031250 Penalty: 3941.522217
	Iteration 0F: 3 clusters Score -303746 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -304448.250000 Penalty: 3941.522217
	Iteration 1F: 3 clusters Score -304448.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -304646.281250 Penalty: 3941.522217
	Iteration 2F: 3 clusters Score -304646.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -304768.031250 Penalty: 3941.522217
	Iteration 3Q: 3 clusters Score -304768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -304837.562500 Penalty: 3941.522217
	Iteration 4Q: 3 clusters Score -304837.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -304902.468750 Penalty: 3941.522217
	Iteration 5Q: 3 clusters Score -304902.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -304986.875000 Penalty: 3941.522217
	Iteration 6Q: 3 clusters Score -304986.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -305096.156250 Penalty: 3941.522217
	Iteration 7Q: 3 clusters Score -305096.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -305204.406250 Penalty: 3941.522217
	Iteration 8Q: 3 clusters Score -305204.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -305357.812500 Penalty: 3941.522217
	Iteration 9Q: 3 clusters Score -305357.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -305553.687500 Penalty: 3941.522217
	Iteration 10Q: 3 clusters Score -305553.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -305707.375000 Penalty: 3941.522217
	Iteration 11Q: 3 clusters Score -305707.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -305805.093750 Penalty: 3941.522217
	Iteration 12Q: 3 clusters Score -305805.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -305856.062500 Penalty: 3941.522217
	Iteration 13Q: 3 clusters Score -305856.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -305881.343750 Penalty: 3941.522217
	Iteration 14Q: 3 clusters Score -305881.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -305901.500000 Penalty: 3941.522217
	Iteration 15Q: 3 clusters Score -305901.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -305921.812500 Penalty: 3941.522217
	Iteration 16Q: 3 clusters Score -305921.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -305936.843750 Penalty: 3941.522217
	Iteration 17Q: 3 clusters Score -305936.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -305950.468750 Penalty: 3941.522217
	Iteration 18Q: 3 clusters Score -305950.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -305962.406250 Penalty: 3941.522217
	Iteration 19Q: 3 clusters Score -305962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -305979.375000 Penalty: 3941.522217
	Iteration 20F: 3 clusters Score -305979.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -305988.156250 Penalty: 3941.522217
	Iteration 21Q: 3 clusters Score -305988.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -305995.875000 Penalty: 3941.522217
	Iteration 22Q: 3 clusters Score -305995.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -306001.125000 Penalty: 3941.522217
	Iteration 23Q: 3 clusters Score -306001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -306002.406250 Penalty: 3941.522217
	Iteration 24Q: 3 clusters Score -306002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -306003.312500 Penalty: 3941.522217
	Iteration 25Q: 3 clusters Score -306003.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -306003.312500 Penalty: 3941.522217
	Iteration 26F: 3 clusters Score -306003.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Entering Unmasked Estep 
Score: -1254499.625000 Penalty: 2353.354980
	Iteration 0F: 2 clusters Score -1254500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1244792.375000 Penalty: 4706.709961
	Iteration 0F: 3 clusters Score -1244792 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1248011.125000 Penalty: 4706.709961
	Iteration 1F: 3 clusters Score -1248011 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1248559.375000 Penalty: 4706.709961
	Iteration 2F: 3 clusters Score -1248559 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1249146.500000 Penalty: 4706.709961
	Iteration 3F: 3 clusters Score -1249146 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1249757.625000 Penalty: 4706.709961
	Iteration 4F: 3 clusters Score -1249758 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1250342.625000 Penalty: 4706.709961
	Iteration 5F: 3 clusters Score -1250343 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1250875.000000 Penalty: 4706.709961
	Iteration 6F: 3 clusters Score -1250875 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1251284.500000 Penalty: 4706.709961
	Iteration 7Q: 3 clusters Score -1251284 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1251630.250000 Penalty: 4706.709961
	Iteration 8Q: 3 clusters Score -1251630 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1251912.250000 Penalty: 4706.709961
	Iteration 9Q: 3 clusters Score -1251912 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1252186.375000 Penalty: 4706.709961
	Iteration 10Q: 3 clusters Score -1252186 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1252407.250000 Penalty: 4706.709961
	Iteration 11Q: 3 clusters Score -1252407 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1252604.250000 Penalty: 4706.709961
	Iteration 12Q: 3 clusters Score -1252604 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1252751.875000 Penalty: 4706.709961
	Iteration 13Q: 3 clusters Score -1252752 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1252863.625000 Penalty: 4706.709961
	Iteration 14Q: 3 clusters Score -1252864 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1252942.875000 Penalty: 4706.709961
	Iteration 15Q: 3 clusters Score -1252943 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1252999.125000 Penalty: 4706.709961
	Iteration 16Q: 3 clusters Score -1252999 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1253035.750000 Penalty: 4706.709961
	Iteration 17Q: 3 clusters Score -1253036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1253059.750000 Penalty: 4706.709961
	Iteration 18Q: 3 clusters Score -1253060 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1253075.375000 Penalty: 4706.709961
	Iteration 19Q: 3 clusters Score -1253075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1253086.875000 Penalty: 4706.709961
	Iteration 20F: 3 clusters Score -1253087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1253096.625000 Penalty: 4706.709961
	Iteration 21Q: 3 clusters Score -1253097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1253099.125000 Penalty: 4706.709961
	Iteration 22Q: 3 clusters Score -1253099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1253107.625000 Penalty: 4706.709961
	Iteration 23Q: 3 clusters Score -1253108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1253117.375000 Penalty: 4706.709961
	Iteration 24Q: 3 clusters Score -1253117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1253122.625000 Penalty: 4706.709961
	Iteration 25Q: 3 clusters Score -1253123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1253129.625000 Penalty: 4706.709961
	Iteration 26Q: 3 clusters Score -1253130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1253135.875000 Penalty: 4706.709961
	Iteration 27Q: 3 clusters Score -1253136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1253142.125000 Penalty: 4706.709961
	Iteration 28Q: 3 clusters Score -1253142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1253145.500000 Penalty: 4706.709961
	Iteration 29Q: 3 clusters Score -1253146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1253147.750000 Penalty: 4706.709961
	Iteration 30Q: 3 clusters Score -1253148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1253152.000000 Penalty: 4706.709961
	Iteration 31Q: 3 clusters Score -1253152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1253154.750000 Penalty: 4706.709961
	Iteration 32Q: 3 clusters Score -1253155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1253156.000000 Penalty: 4706.709961
	Iteration 33Q: 3 clusters Score -1253156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1253161.375000 Penalty: 4706.709961
	Iteration 34Q: 3 clusters Score -1253161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1253168.500000 Penalty: 4706.709961
	Iteration 35Q: 3 clusters Score -1253168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1253174.000000 Penalty: 4706.709961
	Iteration 36Q: 3 clusters Score -1253174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1253181.125000 Penalty: 4706.709961
	Iteration 37Q: 3 clusters Score -1253181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1253179.625000 Penalty: 4706.709961
	Iteration 38Q: 3 clusters Score -1253180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1253186.625000 Penalty: 4706.709961
	Iteration 39Q: 3 clusters Score -1253187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1253190.375000 Penalty: 4706.709961
	Iteration 40F: 3 clusters Score -1253190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1253192.500000 Penalty: 4706.709961
	Iteration 41Q: 3 clusters Score -1253192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1253192.500000 Penalty: 4706.709961
	Iteration 42Q: 3 clusters Score -1253192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1253195.125000 Penalty: 4706.709961
	Iteration 43Q: 3 clusters Score -1253195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1253201.000000 Penalty: 4706.709961
	Iteration 44Q: 3 clusters Score -1253201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1253202.875000 Penalty: 4706.709961
	Iteration 45Q: 3 clusters Score -1253203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1253205.625000 Penalty: 4706.709961
	Iteration 46Q: 3 clusters Score -1253206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1253209.000000 Penalty: 4706.709961
	Iteration 47Q: 3 clusters Score -1253209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1253209.500000 Penalty: 4706.709961
	Iteration 48Q: 3 clusters Score -1253210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1253211.625000 Penalty: 4706.709961
	Iteration 49Q: 3 clusters Score -1253212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1253218.500000 Penalty: 4706.709961
	Iteration 50Q: 3 clusters Score -1253218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1253220.750000 Penalty: 4706.709961
	Iteration 51Q: 3 clusters Score -1253221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1253229.625000 Penalty: 4706.709961
	Iteration 52Q: 3 clusters Score -1253230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1253235.500000 Penalty: 4706.709961
	Iteration 53Q: 3 clusters Score -1253236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1253241.125000 Penalty: 4706.709961
	Iteration 54Q: 3 clusters Score -1253241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1253246.875000 Penalty: 4706.709961
	Iteration 55Q: 3 clusters Score -1253247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1253250.625000 Penalty: 4706.709961
	Iteration 56Q: 3 clusters Score -1253251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1253254.500000 Penalty: 4706.709961
	Iteration 57Q: 3 clusters Score -1253254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1253256.000000 Penalty: 4706.709961
	Iteration 58Q: 3 clusters Score -1253256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1253258.500000 Penalty: 4706.709961
	Iteration 59Q: 3 clusters Score -1253258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1253262.375000 Penalty: 4706.709961
	Iteration 60F: 3 clusters Score -1253262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1253264.375000 Penalty: 4706.709961
	Iteration 61Q: 3 clusters Score -1253264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1253273.625000 Penalty: 4706.709961
	Iteration 62Q: 3 clusters Score -1253274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1253281.625000 Penalty: 4706.709961
	Iteration 63Q: 3 clusters Score -1253282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1253285.625000 Penalty: 4706.709961
	Iteration 64Q: 3 clusters Score -1253286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1253287.000000 Penalty: 4706.709961
	Iteration 65Q: 3 clusters Score -1253287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1253294.125000 Penalty: 4706.709961
	Iteration 66Q: 3 clusters Score -1253294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1253294.250000 Penalty: 4706.709961
	Iteration 67Q: 3 clusters Score -1253294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1253302.375000 Penalty: 4706.709961
	Iteration 68Q: 3 clusters Score -1253302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1253304.125000 Penalty: 4706.709961
	Iteration 69Q: 3 clusters Score -1253304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1253307.625000 Penalty: 4706.709961
	Iteration 70Q: 3 clusters Score -1253308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1253316.000000 Penalty: 4706.709961
	Iteration 71Q: 3 clusters Score -1253316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1253324.125000 Penalty: 4706.709961
	Iteration 72Q: 3 clusters Score -1253324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1253323.875000 Penalty: 4706.709961
	Iteration 73Q: 3 clusters Score -1253324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1253331.875000 Penalty: 4706.709961
	Iteration 74Q: 3 clusters Score -1253332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1253332.375000 Penalty: 4706.709961
	Iteration 75Q: 3 clusters Score -1253332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1253334.000000 Penalty: 4706.709961
	Iteration 76Q: 3 clusters Score -1253334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1253333.500000 Penalty: 4706.709961
	Iteration 77Q: 3 clusters Score -1253334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1253335.750000 Penalty: 4706.709961
	Iteration 78Q: 3 clusters Score -1253336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1253338.375000 Penalty: 4706.709961
	Iteration 79Q: 3 clusters Score -1253338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1253343.125000 Penalty: 4706.709961
	Iteration 80F: 3 clusters Score -1253343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1253343.500000 Penalty: 4706.709961
	Iteration 81Q: 3 clusters Score -1253344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1253348.625000 Penalty: 4706.709961
	Iteration 82Q: 3 clusters Score -1253349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1253350.000000 Penalty: 4706.709961
	Iteration 83Q: 3 clusters Score -1253350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1253348.875000 Penalty: 4706.709961
	Iteration 84Q: 3 clusters Score -1253349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1253351.625000 Penalty: 4706.709961
	Iteration 85Q: 3 clusters Score -1253352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1253348.250000 Penalty: 4706.709961
	Iteration 86Q: 3 clusters Score -1253348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1253350.750000 Penalty: 4706.709961
	Iteration 87Q: 3 clusters Score -1253351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1253350.000000 Penalty: 4706.709961
	Iteration 88Q: 3 clusters Score -1253350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1253351.125000 Penalty: 4706.709961
	Iteration 89Q: 3 clusters Score -1253351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1253351.875000 Penalty: 4706.709961
	Iteration 90Q: 3 clusters Score -1253352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1253351.000000 Penalty: 4706.709961
	Iteration 91Q: 3 clusters Score -1253351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1253349.875000 Penalty: 4706.709961
	Iteration 92Q: 3 clusters Score -1253350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1253348.125000 Penalty: 4706.709961
	Iteration 93Q: 3 clusters Score -1253348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1253351.500000 Penalty: 4706.709961
	Iteration 94Q: 3 clusters Score -1253352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1253353.625000 Penalty: 4706.709961
	Iteration 95Q: 3 clusters Score -1253354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1253359.625000 Penalty: 4706.709961
	Iteration 96Q: 3 clusters Score -1253360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1253357.125000 Penalty: 4706.709961
	Iteration 97Q: 3 clusters Score -1253357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1253353.875000 Penalty: 4706.709961
	Iteration 98Q: 3 clusters Score -1253354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1253357.250000 Penalty: 4706.709961
	Iteration 99Q: 3 clusters Score -1253357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1253357.000000 Penalty: 4706.709961
	Iteration 100F: 3 clusters Score -1253357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1253361.375000 Penalty: 4706.709961
	Iteration 101Q: 3 clusters Score -1253361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1253360.625000 Penalty: 4706.709961
	Iteration 102Q: 3 clusters Score -1253361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1253360.750000 Penalty: 4706.709961
	Iteration 103Q: 3 clusters Score -1253361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1253361.875000 Penalty: 4706.709961
	Iteration 104Q: 3 clusters Score -1253362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1253361.500000 Penalty: 4706.709961
	Iteration 105Q: 3 clusters Score -1253362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1253364.375000 Penalty: 4706.709961
	Iteration 106Q: 3 clusters Score -1253364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1253363.875000 Penalty: 4706.709961
	Iteration 107Q: 3 clusters Score -1253364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1253364.375000 Penalty: 4706.709961
	Iteration 108Q: 3 clusters Score -1253364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1253365.125000 Penalty: 4706.709961
	Iteration 109Q: 3 clusters Score -1253365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1253363.000000 Penalty: 4706.709961
	Iteration 110Q: 3 clusters Score -1253363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1253363.000000 Penalty: 4706.709961
	Iteration 111F: 3 clusters Score -1253363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -760120.312500 Penalty: 2171.227539
	Iteration 0F: 2 clusters Score -760120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -754726.375000 Penalty: 4342.455078
	Iteration 0F: 3 clusters Score -754726.4 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -756073.187500 Penalty: 4342.455078
	Iteration 1F: 3 clusters Score -756073.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -756327.812500 Penalty: 4342.455078
	Iteration 2F: 3 clusters Score -756327.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -756516.250000 Penalty: 4342.455078
	Iteration 3F: 3 clusters Score -756516.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -756646.250000 Penalty: 4342.455078
	Iteration 4Q: 3 clusters Score -756646.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -756749.500000 Penalty: 4342.455078
	Iteration 5Q: 3 clusters Score -756749.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -756839.312500 Penalty: 4342.455078
	Iteration 6Q: 3 clusters Score -756839.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -756912.562500 Penalty: 4342.455078
	Iteration 7Q: 3 clusters Score -756912.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -756980.687500 Penalty: 4342.455078
	Iteration 8Q: 3 clusters Score -756980.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -757067.562500 Penalty: 4342.455078
	Iteration 9Q: 3 clusters Score -757067.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -757141.500000 Penalty: 4342.455078
	Iteration 10Q: 3 clusters Score -757141.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -757210.750000 Penalty: 4342.455078
	Iteration 11Q: 3 clusters Score -757210.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -757291.375000 Penalty: 4342.455078
	Iteration 12Q: 3 clusters Score -757291.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -757377.687500 Penalty: 4342.455078
	Iteration 13Q: 3 clusters Score -757377.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -757468.562500 Penalty: 4342.455078
	Iteration 14Q: 3 clusters Score -757468.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -757562.000000 Penalty: 4342.455078
	Iteration 15Q: 3 clusters Score -757562 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -757653.250000 Penalty: 4342.455078
	Iteration 16Q: 3 clusters Score -757653.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -757740.812500 Penalty: 4342.455078
	Iteration 17Q: 3 clusters Score -757740.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -757825.375000 Penalty: 4342.455078
	Iteration 18Q: 3 clusters Score -757825.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -757895.750000 Penalty: 4342.455078
	Iteration 19Q: 3 clusters Score -757895.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -757951.625000 Penalty: 4342.455078
	Iteration 20F: 3 clusters Score -757951.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -757993.812500 Penalty: 4342.455078
	Iteration 21Q: 3 clusters Score -757993.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -758024.437500 Penalty: 4342.455078
	Iteration 22Q: 3 clusters Score -758024.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -758051.875000 Penalty: 4342.455078
	Iteration 23Q: 3 clusters Score -758051.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -758080.875000 Penalty: 4342.455078
	Iteration 24Q: 3 clusters Score -758080.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -758107.812500 Penalty: 4342.455078
	Iteration 25Q: 3 clusters Score -758107.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -758128.250000 Penalty: 4342.455078
	Iteration 26Q: 3 clusters Score -758128.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -758145.000000 Penalty: 4342.455078
	Iteration 27Q: 3 clusters Score -758145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -758163.750000 Penalty: 4342.455078
	Iteration 28Q: 3 clusters Score -758163.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -758175.062500 Penalty: 4342.455078
	Iteration 29Q: 3 clusters Score -758175.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -758179.812500 Penalty: 4342.455078
	Iteration 30Q: 3 clusters Score -758179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -758183.312500 Penalty: 4342.455078
	Iteration 31Q: 3 clusters Score -758183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -758184.937500 Penalty: 4342.455078
	Iteration 32Q: 3 clusters Score -758184.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -758187.500000 Penalty: 4342.455078
	Iteration 33Q: 3 clusters Score -758187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -758188.250000 Penalty: 4342.455078
	Iteration 34Q: 3 clusters Score -758188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -758194.000000 Penalty: 4342.455078
	Iteration 35Q: 3 clusters Score -758194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -758197.000000 Penalty: 4342.455078
	Iteration 36Q: 3 clusters Score -758197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -758201.500000 Penalty: 4342.455078
	Iteration 37Q: 3 clusters Score -758201.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -758203.500000 Penalty: 4342.455078
	Iteration 38Q: 3 clusters Score -758203.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -758204.812500 Penalty: 4342.455078
	Iteration 39Q: 3 clusters Score -758204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -758204.625000 Penalty: 4342.455078
	Iteration 40F: 3 clusters Score -758204.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -399320.562500 Penalty: 2017.129761
	Iteration 0F: 2 clusters Score -399320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -395780.000000 Penalty: 4034.259521
	Iteration 0F: 3 clusters Score -395780 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -396534.812500 Penalty: 4034.259521
	Iteration 1F: 3 clusters Score -396534.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -396747.875000 Penalty: 4034.259521
	Iteration 2F: 3 clusters Score -396747.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -396904.156250 Penalty: 4034.259521
	Iteration 3F: 3 clusters Score -396904.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -397039.031250 Penalty: 4034.259521
	Iteration 4Q: 3 clusters Score -397039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -397141.156250 Penalty: 4034.259521
	Iteration 5Q: 3 clusters Score -397141.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -397196.718750 Penalty: 4034.259521
	Iteration 6Q: 3 clusters Score -397196.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -397250.750000 Penalty: 4034.259521
	Iteration 7Q: 3 clusters Score -397250.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -397300.562500 Penalty: 4034.259521
	Iteration 8Q: 3 clusters Score -397300.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -397344.187500 Penalty: 4034.259521
	Iteration 9Q: 3 clusters Score -397344.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -397388.312500 Penalty: 4034.259521
	Iteration 10Q: 3 clusters Score -397388.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -397426.781250 Penalty: 4034.259521
	Iteration 11Q: 3 clusters Score -397426.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -397467.218750 Penalty: 4034.259521
	Iteration 12Q: 3 clusters Score -397467.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -397501.625000 Penalty: 4034.259521
	Iteration 13Q: 3 clusters Score -397501.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -397531.750000 Penalty: 4034.259521
	Iteration 14Q: 3 clusters Score -397531.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -397562.843750 Penalty: 4034.259521
	Iteration 15Q: 3 clusters Score -397562.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -397591.156250 Penalty: 4034.259521
	Iteration 16Q: 3 clusters Score -397591.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -397626.343750 Penalty: 4034.259521
	Iteration 17Q: 3 clusters Score -397626.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -397665.781250 Penalty: 4034.259521
	Iteration 18Q: 3 clusters Score -397665.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -397710.468750 Penalty: 4034.259521
	Iteration 19Q: 3 clusters Score -397710.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -397758.375000 Penalty: 4034.259521
	Iteration 20F: 3 clusters Score -397758.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -397827.718750 Penalty: 4034.259521
	Iteration 21Q: 3 clusters Score -397827.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -397893.718750 Penalty: 4034.259521
	Iteration 22Q: 3 clusters Score -397893.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -397974.218750 Penalty: 4034.259521
	Iteration 23Q: 3 clusters Score -397974.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -398048.125000 Penalty: 4034.259521
	Iteration 24Q: 3 clusters Score -398048.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -398125.531250 Penalty: 4034.259521
	Iteration 25Q: 3 clusters Score -398125.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -398222.375000 Penalty: 4034.259521
	Iteration 26Q: 3 clusters Score -398222.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -398316.343750 Penalty: 4034.259521
	Iteration 27Q: 3 clusters Score -398316.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -398406.593750 Penalty: 4034.259521
	Iteration 28Q: 3 clusters Score -398406.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -398468.343750 Penalty: 4034.259521
	Iteration 29Q: 3 clusters Score -398468.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -398510.062500 Penalty: 4034.259521
	Iteration 30Q: 3 clusters Score -398510.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -398537.031250 Penalty: 4034.259521
	Iteration 31Q: 3 clusters Score -398537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -398561.187500 Penalty: 4034.259521
	Iteration 32Q: 3 clusters Score -398561.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -398582.656250 Penalty: 4034.259521
	Iteration 33Q: 3 clusters Score -398582.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -398600.375000 Penalty: 4034.259521
	Iteration 34Q: 3 clusters Score -398600.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -398614.187500 Penalty: 4034.259521
	Iteration 35Q: 3 clusters Score -398614.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -398621.906250 Penalty: 4034.259521
	Iteration 36Q: 3 clusters Score -398621.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -398631.093750 Penalty: 4034.259521
	Iteration 37Q: 3 clusters Score -398631.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -398642.718750 Penalty: 4034.259521
	Iteration 38Q: 3 clusters Score -398642.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -398651.093750 Penalty: 4034.259521
	Iteration 39Q: 3 clusters Score -398651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -398661.093750 Penalty: 4034.259521
	Iteration 40F: 3 clusters Score -398661.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -398671.281250 Penalty: 4034.259521
	Iteration 41Q: 3 clusters Score -398671.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -398678.218750 Penalty: 4034.259521
	Iteration 42Q: 3 clusters Score -398678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -398686.562500 Penalty: 4034.259521
	Iteration 43Q: 3 clusters Score -398686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -398693.562500 Penalty: 4034.259521
	Iteration 44Q: 3 clusters Score -398693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -398697.968750 Penalty: 4034.259521
	Iteration 45Q: 3 clusters Score -398698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -398700.625000 Penalty: 4034.259521
	Iteration 46Q: 3 clusters Score -398700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -398704.875000 Penalty: 4034.259521
	Iteration 47Q: 3 clusters Score -398704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -398706.937500 Penalty: 4034.259521
	Iteration 48Q: 3 clusters Score -398706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -398709.000000 Penalty: 4034.259521
	Iteration 49Q: 3 clusters Score -398709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -398712.125000 Penalty: 4034.259521
	Iteration 50Q: 3 clusters Score -398712.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -398713.593750 Penalty: 4034.259521
	Iteration 51Q: 3 clusters Score -398713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -398714.937500 Penalty: 4034.259521
	Iteration 52Q: 3 clusters Score -398714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -398715.125000 Penalty: 4034.259521
	Iteration 53Q: 3 clusters Score -398715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -398716.312500 Penalty: 4034.259521
	Iteration 54Q: 3 clusters Score -398716.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -398717.875000 Penalty: 4034.259521
	Iteration 55Q: 3 clusters Score -398717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -398718.781250 Penalty: 4034.259521
	Iteration 56Q: 3 clusters Score -398718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -398718.781250 Penalty: 4034.259521
	Iteration 57F: 3 clusters Score -398718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Entering Unmasked Estep 
Score: -812895.125000 Penalty: 2187.423584
	Iteration 0F: 2 clusters Score -812895.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -807289.187500 Penalty: 4374.847168
	Iteration 0F: 3 clusters Score -807289.2 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -808687.687500 Penalty: 4374.847168
	Iteration 1F: 3 clusters Score -808687.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -808943.750000 Penalty: 4374.847168
	Iteration 2F: 3 clusters Score -808943.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -809120.187500 Penalty: 4374.847168
	Iteration 3F: 3 clusters Score -809120.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -809263.750000 Penalty: 4374.847168
	Iteration 4Q: 3 clusters Score -809263.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -809406.562500 Penalty: 4374.847168
	Iteration 5Q: 3 clusters Score -809406.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -809560.000000 Penalty: 4374.847168
	Iteration 6Q: 3 clusters Score -809560 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -809708.125000 Penalty: 4374.847168
	Iteration 7Q: 3 clusters Score -809708.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -809870.562500 Penalty: 4374.847168
	Iteration 8Q: 3 clusters Score -809870.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -810023.812500 Penalty: 4374.847168
	Iteration 9Q: 3 clusters Score -810023.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -810143.125000 Penalty: 4374.847168
	Iteration 10Q: 3 clusters Score -810143.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -810229.937500 Penalty: 4374.847168
	Iteration 11Q: 3 clusters Score -810229.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -810308.437500 Penalty: 4374.847168
	Iteration 12Q: 3 clusters Score -810308.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -810374.937500 Penalty: 4374.847168
	Iteration 13Q: 3 clusters Score -810374.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -810424.375000 Penalty: 4374.847168
	Iteration 14Q: 3 clusters Score -810424.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -810463.687500 Penalty: 4374.847168
	Iteration 15Q: 3 clusters Score -810463.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -810496.250000 Penalty: 4374.847168
	Iteration 16Q: 3 clusters Score -810496.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -810526.250000 Penalty: 4374.847168
	Iteration 17Q: 3 clusters Score -810526.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -810553.187500 Penalty: 4374.847168
	Iteration 18Q: 3 clusters Score -810553.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -810573.812500 Penalty: 4374.847168
	Iteration 19Q: 3 clusters Score -810573.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -810594.937500 Penalty: 4374.847168
	Iteration 20F: 3 clusters Score -810594.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -810616.375000 Penalty: 4374.847168
	Iteration 21Q: 3 clusters Score -810616.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -810632.562500 Penalty: 4374.847168
	Iteration 22Q: 3 clusters Score -810632.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -810650.375000 Penalty: 4374.847168
	Iteration 23Q: 3 clusters Score -810650.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -810665.062500 Penalty: 4374.847168
	Iteration 24Q: 3 clusters Score -810665.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -810683.000000 Penalty: 4374.847168
	Iteration 25Q: 3 clusters Score -810683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -810700.625000 Penalty: 4374.847168
	Iteration 26Q: 3 clusters Score -810700.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -810717.125000 Penalty: 4374.847168
	Iteration 27Q: 3 clusters Score -810717.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -810733.125000 Penalty: 4374.847168
	Iteration 28Q: 3 clusters Score -810733.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -810748.625000 Penalty: 4374.847168
	Iteration 29Q: 3 clusters Score -810748.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -810761.375000 Penalty: 4374.847168
	Iteration 30Q: 3 clusters Score -810761.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -810773.125000 Penalty: 4374.847168
	Iteration 31Q: 3 clusters Score -810773.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -810785.937500 Penalty: 4374.847168
	Iteration 32Q: 3 clusters Score -810785.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -810796.812500 Penalty: 4374.847168
	Iteration 33Q: 3 clusters Score -810796.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -810802.187500 Penalty: 4374.847168
	Iteration 34Q: 3 clusters Score -810802.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -810808.062500 Penalty: 4374.847168
	Iteration 35Q: 3 clusters Score -810808.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -810814.000000 Penalty: 4374.847168
	Iteration 36Q: 3 clusters Score -810814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -810819.062500 Penalty: 4374.847168
	Iteration 37Q: 3 clusters Score -810819.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -810821.937500 Penalty: 4374.847168
	Iteration 38Q: 3 clusters Score -810821.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -810823.437500 Penalty: 4374.847168
	Iteration 39Q: 3 clusters Score -810823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -810823.500000 Penalty: 4374.847168
	Iteration 40F: 3 clusters Score -810823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Entering Unmasked Estep 
Score: -1890221.125000 Penalty: 2397.935059
	Iteration 0F: 2 clusters Score -1890221 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 7868 members 
Entering Unmasked Estep 
Score: -1878909.500000 Penalty: 4795.870117
	Iteration 0F: 3 clusters Score -1878910 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1882615.500000 Penalty: 4795.870117
	Iteration 1F: 3 clusters Score -1882616 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1883115.500000 Penalty: 4795.870117
	Iteration 2F: 3 clusters Score -1883116 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1883592.000000 Penalty: 4795.870117
	Iteration 3F: 3 clusters Score -1883592 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1883998.250000 Penalty: 4795.870117
	Iteration 4F: 3 clusters Score -1883998 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1884371.500000 Penalty: 4795.870117
	Iteration 5Q: 3 clusters Score -1884372 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1884708.875000 Penalty: 4795.870117
	Iteration 6Q: 3 clusters Score -1884709 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1885072.625000 Penalty: 4795.870117
	Iteration 7Q: 3 clusters Score -1885073 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1885437.750000 Penalty: 4795.870117
	Iteration 8Q: 3 clusters Score -1885438 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1885736.625000 Penalty: 4795.870117
	Iteration 9Q: 3 clusters Score -1885737 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1886014.000000 Penalty: 4795.870117
	Iteration 10Q: 3 clusters Score -1886014 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1886318.125000 Penalty: 4795.870117
	Iteration 11Q: 3 clusters Score -1886318 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1886636.000000 Penalty: 4795.870117
	Iteration 12Q: 3 clusters Score -1886636 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1886850.375000 Penalty: 4795.870117
	Iteration 13Q: 3 clusters Score -1886850 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1887026.875000 Penalty: 4795.870117
	Iteration 14Q: 3 clusters Score -1887027 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1887151.875000 Penalty: 4795.870117
	Iteration 15Q: 3 clusters Score -1887152 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1887250.750000 Penalty: 4795.870117
	Iteration 16Q: 3 clusters Score -1887251 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1887336.375000 Penalty: 4795.870117
	Iteration 17Q: 3 clusters Score -1887336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1887397.375000 Penalty: 4795.870117
	Iteration 18Q: 3 clusters Score -1887397 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1887456.625000 Penalty: 4795.870117
	Iteration 19Q: 3 clusters Score -1887457 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1887499.125000 Penalty: 4795.870117
	Iteration 20F: 3 clusters Score -1887499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1887539.500000 Penalty: 4795.870117
	Iteration 21Q: 3 clusters Score -1887540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1887566.875000 Penalty: 4795.870117
	Iteration 22Q: 3 clusters Score -1887567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1887583.375000 Penalty: 4795.870117
	Iteration 23Q: 3 clusters Score -1887583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1887597.375000 Penalty: 4795.870117
	Iteration 24Q: 3 clusters Score -1887597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1887620.000000 Penalty: 4795.870117
	Iteration 25Q: 3 clusters Score -1887620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1887644.250000 Penalty: 4795.870117
	Iteration 26Q: 3 clusters Score -1887644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1887655.000000 Penalty: 4795.870117
	Iteration 27Q: 3 clusters Score -1887655 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1887668.250000 Penalty: 4795.870117
	Iteration 28Q: 3 clusters Score -1887668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1887682.375000 Penalty: 4795.870117
	Iteration 29Q: 3 clusters Score -1887682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1887692.875000 Penalty: 4795.870117
	Iteration 30Q: 3 clusters Score -1887693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1887708.250000 Penalty: 4795.870117
	Iteration 31Q: 3 clusters Score -1887708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1887727.125000 Penalty: 4795.870117
	Iteration 32Q: 3 clusters Score -1887727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1887740.375000 Penalty: 4795.870117
	Iteration 33Q: 3 clusters Score -1887740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1887752.000000 Penalty: 4795.870117
	Iteration 34Q: 3 clusters Score -1887752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1887769.625000 Penalty: 4795.870117
	Iteration 35Q: 3 clusters Score -1887770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1887781.000000 Penalty: 4795.870117
	Iteration 36Q: 3 clusters Score -1887781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1887785.375000 Penalty: 4795.870117
	Iteration 37Q: 3 clusters Score -1887785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1887799.250000 Penalty: 4795.870117
	Iteration 38Q: 3 clusters Score -1887799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1887805.625000 Penalty: 4795.870117
	Iteration 39Q: 3 clusters Score -1887806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1887810.500000 Penalty: 4795.870117
	Iteration 40F: 3 clusters Score -1887810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1887811.875000 Penalty: 4795.870117
	Iteration 41Q: 3 clusters Score -1887812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1887815.250000 Penalty: 4795.870117
	Iteration 42Q: 3 clusters Score -1887815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1887819.000000 Penalty: 4795.870117
	Iteration 43Q: 3 clusters Score -1887819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1887819.875000 Penalty: 4795.870117
	Iteration 44Q: 3 clusters Score -1887820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1887819.500000 Penalty: 4795.870117
	Iteration 45Q: 3 clusters Score -1887820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1887818.500000 Penalty: 4795.870117
	Iteration 46Q: 3 clusters Score -1887818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1887823.250000 Penalty: 4795.870117
	Iteration 47Q: 3 clusters Score -1887823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1887825.000000 Penalty: 4795.870117
	Iteration 48Q: 3 clusters Score -1887825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1887827.375000 Penalty: 4795.870117
	Iteration 49Q: 3 clusters Score -1887827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1887827.375000 Penalty: 4795.870117
	Iteration 50Q: 3 clusters Score -1887827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1887827.500000 Penalty: 4795.870117
	Iteration 51Q: 3 clusters Score -1887828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1887830.125000 Penalty: 4795.870117
	Iteration 52Q: 3 clusters Score -1887830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1887831.000000 Penalty: 4795.870117
	Iteration 53Q: 3 clusters Score -1887831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1887830.875000 Penalty: 4795.870117
	Iteration 54Q: 3 clusters Score -1887831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1887830.625000 Penalty: 4795.870117
	Iteration 55Q: 3 clusters Score -1887831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1887835.125000 Penalty: 4795.870117
	Iteration 56Q: 3 clusters Score -1887835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1887838.750000 Penalty: 4795.870117
	Iteration 57Q: 3 clusters Score -1887839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1887845.000000 Penalty: 4795.870117
	Iteration 58Q: 3 clusters Score -1887845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1887851.375000 Penalty: 4795.870117
	Iteration 59Q: 3 clusters Score -1887851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1887856.500000 Penalty: 4795.870117
	Iteration 60F: 3 clusters Score -1887856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1887864.000000 Penalty: 4795.870117
	Iteration 61Q: 3 clusters Score -1887864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1887867.250000 Penalty: 4795.870117
	Iteration 62Q: 3 clusters Score -1887867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1887871.125000 Penalty: 4795.870117
	Iteration 63Q: 3 clusters Score -1887871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1887883.375000 Penalty: 4795.870117
	Iteration 64Q: 3 clusters Score -1887883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1887885.125000 Penalty: 4795.870117
	Iteration 65Q: 3 clusters Score -1887885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1887891.250000 Penalty: 4795.870117
	Iteration 66Q: 3 clusters Score -1887891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1887903.500000 Penalty: 4795.870117
	Iteration 67Q: 3 clusters Score -1887904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1887904.125000 Penalty: 4795.870117
	Iteration 68Q: 3 clusters Score -1887904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1887914.250000 Penalty: 4795.870117
	Iteration 69Q: 3 clusters Score -1887914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1887918.625000 Penalty: 4795.870117
	Iteration 70Q: 3 clusters Score -1887919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1887922.500000 Penalty: 4795.870117
	Iteration 71Q: 3 clusters Score -1887922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1887930.250000 Penalty: 4795.870117
	Iteration 72Q: 3 clusters Score -1887930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1887934.750000 Penalty: 4795.870117
	Iteration 73Q: 3 clusters Score -1887935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1887943.125000 Penalty: 4795.870117
	Iteration 74Q: 3 clusters Score -1887943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1887950.750000 Penalty: 4795.870117
	Iteration 75Q: 3 clusters Score -1887951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1887952.500000 Penalty: 4795.870117
	Iteration 76Q: 3 clusters Score -1887952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1887953.000000 Penalty: 4795.870117
	Iteration 77Q: 3 clusters Score -1887953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1887954.500000 Penalty: 4795.870117
	Iteration 78Q: 3 clusters Score -1887954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1887954.750000 Penalty: 4795.870117
	Iteration 79Q: 3 clusters Score -1887955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1887954.625000 Penalty: 4795.870117
	Iteration 80F: 3 clusters Score -1887955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1887953.250000 Penalty: 4795.870117
	Iteration 81Q: 3 clusters Score -1887953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1887954.750000 Penalty: 4795.870117
	Iteration 82Q: 3 clusters Score -1887955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1887954.875000 Penalty: 4795.870117
	Iteration 83Q: 3 clusters Score -1887955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1887954.875000 Penalty: 4795.870117
	Iteration 84F: 3 clusters Score -1887955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Entering Unmasked Estep 
Score: -757195.812500 Penalty: 2172.358887
	Iteration 0F: 2 clusters Score -757195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -751859.437500 Penalty: 4344.717773
	Iteration 0F: 3 clusters Score -751859.4 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -753156.125000 Penalty: 4344.717773
	Iteration 1F: 3 clusters Score -753156.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -753412.187500 Penalty: 4344.717773
	Iteration 2F: 3 clusters Score -753412.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -753590.000000 Penalty: 4344.717773
	Iteration 3F: 3 clusters Score -753590 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -753787.062500 Penalty: 4344.717773
	Iteration 4Q: 3 clusters Score -753787.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -754010.750000 Penalty: 4344.717773
	Iteration 5F: 3 clusters Score -754010.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -754210.750000 Penalty: 4344.717773
	Iteration 6Q: 3 clusters Score -754210.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -754372.062500 Penalty: 4344.717773
	Iteration 7Q: 3 clusters Score -754372.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -754536.687500 Penalty: 4344.717773
	Iteration 8Q: 3 clusters Score -754536.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -754667.875000 Penalty: 4344.717773
	Iteration 9Q: 3 clusters Score -754667.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -754778.000000 Penalty: 4344.717773
	Iteration 10Q: 3 clusters Score -754778 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -754870.125000 Penalty: 4344.717773
	Iteration 11Q: 3 clusters Score -754870.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -754942.812500 Penalty: 4344.717773
	Iteration 12Q: 3 clusters Score -754942.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -754991.125000 Penalty: 4344.717773
	Iteration 13Q: 3 clusters Score -754991.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -755032.437500 Penalty: 4344.717773
	Iteration 14Q: 3 clusters Score -755032.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -755065.937500 Penalty: 4344.717773
	Iteration 15Q: 3 clusters Score -755065.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -755090.437500 Penalty: 4344.717773
	Iteration 16Q: 3 clusters Score -755090.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -755103.250000 Penalty: 4344.717773
	Iteration 17Q: 3 clusters Score -755103.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -755117.812500 Penalty: 4344.717773
	Iteration 18Q: 3 clusters Score -755117.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -755127.250000 Penalty: 4344.717773
	Iteration 19Q: 3 clusters Score -755127.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -755134.125000 Penalty: 4344.717773
	Iteration 20F: 3 clusters Score -755134.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -755141.000000 Penalty: 4344.717773
	Iteration 21Q: 3 clusters Score -755141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -755145.125000 Penalty: 4344.717773
	Iteration 22Q: 3 clusters Score -755145.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -755149.375000 Penalty: 4344.717773
	Iteration 23Q: 3 clusters Score -755149.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -755153.562500 Penalty: 4344.717773
	Iteration 24Q: 3 clusters Score -755153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -755156.062500 Penalty: 4344.717773
	Iteration 25Q: 3 clusters Score -755156.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -755163.437500 Penalty: 4344.717773
	Iteration 26Q: 3 clusters Score -755163.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -755168.937500 Penalty: 4344.717773
	Iteration 27Q: 3 clusters Score -755168.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -755172.437500 Penalty: 4344.717773
	Iteration 28Q: 3 clusters Score -755172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -755176.687500 Penalty: 4344.717773
	Iteration 29Q: 3 clusters Score -755176.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -755183.062500 Penalty: 4344.717773
	Iteration 30Q: 3 clusters Score -755183.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -755193.437500 Penalty: 4344.717773
	Iteration 31Q: 3 clusters Score -755193.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -755204.625000 Penalty: 4344.717773
	Iteration 32Q: 3 clusters Score -755204.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -755214.062500 Penalty: 4344.717773
	Iteration 33Q: 3 clusters Score -755214.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -755223.437500 Penalty: 4344.717773
	Iteration 34Q: 3 clusters Score -755223.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -755232.125000 Penalty: 4344.717773
	Iteration 35Q: 3 clusters Score -755232.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -755237.562500 Penalty: 4344.717773
	Iteration 36Q: 3 clusters Score -755237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -755241.750000 Penalty: 4344.717773
	Iteration 37Q: 3 clusters Score -755241.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -755247.250000 Penalty: 4344.717773
	Iteration 38Q: 3 clusters Score -755247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -755253.750000 Penalty: 4344.717773
	Iteration 39Q: 3 clusters Score -755253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -755255.812500 Penalty: 4344.717773
	Iteration 40F: 3 clusters Score -755255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -755257.562500 Penalty: 4344.717773
	Iteration 41Q: 3 clusters Score -755257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -755263.937500 Penalty: 4344.717773
	Iteration 42Q: 3 clusters Score -755263.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -755268.562500 Penalty: 4344.717773
	Iteration 43Q: 3 clusters Score -755268.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -755271.437500 Penalty: 4344.717773
	Iteration 44Q: 3 clusters Score -755271.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -755275.437500 Penalty: 4344.717773
	Iteration 45Q: 3 clusters Score -755275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -755279.750000 Penalty: 4344.717773
	Iteration 46Q: 3 clusters Score -755279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -755281.500000 Penalty: 4344.717773
	Iteration 47Q: 3 clusters Score -755281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -755283.375000 Penalty: 4344.717773
	Iteration 48Q: 3 clusters Score -755283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -755284.562500 Penalty: 4344.717773
	Iteration 49Q: 3 clusters Score -755284.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -755285.500000 Penalty: 4344.717773
	Iteration 50Q: 3 clusters Score -755285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -755286.000000 Penalty: 4344.717773
	Iteration 51Q: 3 clusters Score -755286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -755287.750000 Penalty: 4344.717773
	Iteration 52Q: 3 clusters Score -755287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -755288.062500 Penalty: 4344.717773
	Iteration 53Q: 3 clusters Score -755288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -755290.000000 Penalty: 4344.717773
	Iteration 54Q: 3 clusters Score -755290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -755288.562500 Penalty: 4344.717773
	Iteration 55Q: 3 clusters Score -755288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -755287.250000 Penalty: 4344.717773
	Iteration 56Q: 3 clusters Score -755287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -755287.250000 Penalty: 4344.717773
	Iteration 57F: 3 clusters Score -755287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -526979.437500 Penalty: 2148.343994
	Iteration 0F: 2 clusters Score -526979.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -521949.031250 Penalty: 4296.687988
	Iteration 0F: 3 clusters Score -521949 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -523280.343750 Penalty: 4296.687988
	Iteration 1F: 3 clusters Score -523280.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -523589.375000 Penalty: 4296.687988
	Iteration 2F: 3 clusters Score -523589.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -523793.687500 Penalty: 4296.687988
	Iteration 3F: 3 clusters Score -523793.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -523935.656250 Penalty: 4296.687988
	Iteration 4Q: 3 clusters Score -523935.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -524064.250000 Penalty: 4296.687988
	Iteration 5Q: 3 clusters Score -524064.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -524156.593750 Penalty: 4296.687988
	Iteration 6Q: 3 clusters Score -524156.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -524224.687500 Penalty: 4296.687988
	Iteration 7Q: 3 clusters Score -524224.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -524278.437500 Penalty: 4296.687988
	Iteration 8Q: 3 clusters Score -524278.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -524327.812500 Penalty: 4296.687988
	Iteration 9Q: 3 clusters Score -524327.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -524374.500000 Penalty: 4296.687988
	Iteration 10Q: 3 clusters Score -524374.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -524422.625000 Penalty: 4296.687988
	Iteration 11Q: 3 clusters Score -524422.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -524471.625000 Penalty: 4296.687988
	Iteration 12Q: 3 clusters Score -524471.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -524512.312500 Penalty: 4296.687988
	Iteration 13Q: 3 clusters Score -524512.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -524543.875000 Penalty: 4296.687988
	Iteration 14Q: 3 clusters Score -524543.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -524571.562500 Penalty: 4296.687988
	Iteration 15Q: 3 clusters Score -524571.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -524596.687500 Penalty: 4296.687988
	Iteration 16Q: 3 clusters Score -524596.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -524613.312500 Penalty: 4296.687988
	Iteration 17Q: 3 clusters Score -524613.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -524623.500000 Penalty: 4296.687988
	Iteration 18Q: 3 clusters Score -524623.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -524629.500000 Penalty: 4296.687988
	Iteration 19Q: 3 clusters Score -524629.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -524635.750000 Penalty: 4296.687988
	Iteration 20F: 3 clusters Score -524635.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -524644.562500 Penalty: 4296.687988
	Iteration 21Q: 3 clusters Score -524644.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -524651.812500 Penalty: 4296.687988
	Iteration 22Q: 3 clusters Score -524651.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -524661.562500 Penalty: 4296.687988
	Iteration 23Q: 3 clusters Score -524661.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -524670.812500 Penalty: 4296.687988
	Iteration 24Q: 3 clusters Score -524670.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -524681.875000 Penalty: 4296.687988
	Iteration 25Q: 3 clusters Score -524681.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -524691.187500 Penalty: 4296.687988
	Iteration 26Q: 3 clusters Score -524691.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -524699.875000 Penalty: 4296.687988
	Iteration 27Q: 3 clusters Score -524699.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -524708.187500 Penalty: 4296.687988
	Iteration 28Q: 3 clusters Score -524708.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -524715.250000 Penalty: 4296.687988
	Iteration 29Q: 3 clusters Score -524715.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -524723.250000 Penalty: 4296.687988
	Iteration 30Q: 3 clusters Score -524723.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -524729.000000 Penalty: 4296.687988
	Iteration 31Q: 3 clusters Score -524729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -524732.000000 Penalty: 4296.687988
	Iteration 32Q: 3 clusters Score -524732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -524736.250000 Penalty: 4296.687988
	Iteration 33Q: 3 clusters Score -524736.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -524743.000000 Penalty: 4296.687988
	Iteration 34Q: 3 clusters Score -524743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -524748.125000 Penalty: 4296.687988
	Iteration 35Q: 3 clusters Score -524748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -524753.250000 Penalty: 4296.687988
	Iteration 36Q: 3 clusters Score -524753.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -524759.062500 Penalty: 4296.687988
	Iteration 37Q: 3 clusters Score -524759.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -524762.125000 Penalty: 4296.687988
	Iteration 38Q: 3 clusters Score -524762.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -524768.500000 Penalty: 4296.687988
	Iteration 39Q: 3 clusters Score -524768.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -524772.375000 Penalty: 4296.687988
	Iteration 40F: 3 clusters Score -524772.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -524776.875000 Penalty: 4296.687988
	Iteration 41Q: 3 clusters Score -524776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -524781.437500 Penalty: 4296.687988
	Iteration 42Q: 3 clusters Score -524781.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -524785.125000 Penalty: 4296.687988
	Iteration 43Q: 3 clusters Score -524785.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -524790.062500 Penalty: 4296.687988
	Iteration 44Q: 3 clusters Score -524790.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -524794.312500 Penalty: 4296.687988
	Iteration 45Q: 3 clusters Score -524794.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -524797.750000 Penalty: 4296.687988
	Iteration 46Q: 3 clusters Score -524797.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -524803.375000 Penalty: 4296.687988
	Iteration 47Q: 3 clusters Score -524803.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -524806.750000 Penalty: 4296.687988
	Iteration 48Q: 3 clusters Score -524806.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -524811.187500 Penalty: 4296.687988
	Iteration 49Q: 3 clusters Score -524811.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -524819.375000 Penalty: 4296.687988
	Iteration 50Q: 3 clusters Score -524819.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -524828.250000 Penalty: 4296.687988
	Iteration 51Q: 3 clusters Score -524828.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -524832.500000 Penalty: 4296.687988
	Iteration 52Q: 3 clusters Score -524832.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -524836.562500 Penalty: 4296.687988
	Iteration 53Q: 3 clusters Score -524836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -524838.875000 Penalty: 4296.687988
	Iteration 54Q: 3 clusters Score -524838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -524841.000000 Penalty: 4296.687988
	Iteration 55Q: 3 clusters Score -524841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -524842.562500 Penalty: 4296.687988
	Iteration 56Q: 3 clusters Score -524842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -524843.437500 Penalty: 4296.687988
	Iteration 57Q: 3 clusters Score -524843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -524844.687500 Penalty: 4296.687988
	Iteration 58Q: 3 clusters Score -524844.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -524845.625000 Penalty: 4296.687988
	Iteration 59Q: 3 clusters Score -524845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -524845.750000 Penalty: 4296.687988
	Iteration 60F: 3 clusters Score -524845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -524845.062500 Penalty: 4296.687988
	Iteration 61Q: 3 clusters Score -524845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -524846.187500 Penalty: 4296.687988
	Iteration 62Q: 3 clusters Score -524846.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -524846.187500 Penalty: 4296.687988
	Iteration 63F: 3 clusters Score -524846.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Entering Unmasked Estep 
Score: -1870942.500000 Penalty: 2392.931641
	Iteration 0F: 2 clusters Score -1870942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1859661.250000 Penalty: 4785.863281
	Iteration 0F: 3 clusters Score -1859661 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1863336.500000 Penalty: 4785.863281
	Iteration 1F: 3 clusters Score -1863336 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1863816.500000 Penalty: 4785.863281
	Iteration 2F: 3 clusters Score -1863816 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1864316.250000 Penalty: 4785.863281
	Iteration 3F: 3 clusters Score -1864316 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1864803.125000 Penalty: 4785.863281
	Iteration 4F: 3 clusters Score -1864803 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1865324.125000 Penalty: 4785.863281
	Iteration 5F: 3 clusters Score -1865324 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1865833.625000 Penalty: 4785.863281
	Iteration 6F: 3 clusters Score -1865834 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1866289.875000 Penalty: 4785.863281
	Iteration 7F: 3 clusters Score -1866290 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1866661.375000 Penalty: 4785.863281
	Iteration 8Q: 3 clusters Score -1866661 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1866951.375000 Penalty: 4785.863281
	Iteration 9Q: 3 clusters Score -1866951 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1867178.500000 Penalty: 4785.863281
	Iteration 10Q: 3 clusters Score -1867178 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -1867345.250000 Penalty: 4785.863281
	Iteration 11Q: 3 clusters Score -1867345 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1867498.000000 Penalty: 4785.863281
	Iteration 12Q: 3 clusters Score -1867498 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1867610.125000 Penalty: 4785.863281
	Iteration 13Q: 3 clusters Score -1867610 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1867727.250000 Penalty: 4785.863281
	Iteration 14Q: 3 clusters Score -1867727 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1867842.250000 Penalty: 4785.863281
	Iteration 15Q: 3 clusters Score -1867842 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1867964.125000 Penalty: 4785.863281
	Iteration 16Q: 3 clusters Score -1867964 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1868092.125000 Penalty: 4785.863281
	Iteration 17Q: 3 clusters Score -1868092 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1868197.500000 Penalty: 4785.863281
	Iteration 18Q: 3 clusters Score -1868198 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1868301.875000 Penalty: 4785.863281
	Iteration 19Q: 3 clusters Score -1868302 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -1868381.000000 Penalty: 4785.863281
	Iteration 20F: 3 clusters Score -1868381 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1868455.375000 Penalty: 4785.863281
	Iteration 21Q: 3 clusters Score -1868455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1868528.625000 Penalty: 4785.863281
	Iteration 22Q: 3 clusters Score -1868529 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1868585.500000 Penalty: 4785.863281
	Iteration 23Q: 3 clusters Score -1868586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1868636.375000 Penalty: 4785.863281
	Iteration 24Q: 3 clusters Score -1868636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1868687.500000 Penalty: 4785.863281
	Iteration 25Q: 3 clusters Score -1868688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1868725.875000 Penalty: 4785.863281
	Iteration 26Q: 3 clusters Score -1868726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1868762.875000 Penalty: 4785.863281
	Iteration 27Q: 3 clusters Score -1868763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1868791.375000 Penalty: 4785.863281
	Iteration 28Q: 3 clusters Score -1868791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1868819.000000 Penalty: 4785.863281
	Iteration 29Q: 3 clusters Score -1868819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1868832.875000 Penalty: 4785.863281
	Iteration 30Q: 3 clusters Score -1868833 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1868853.250000 Penalty: 4785.863281
	Iteration 31Q: 3 clusters Score -1868853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1868864.500000 Penalty: 4785.863281
	Iteration 32Q: 3 clusters Score -1868864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1868876.125000 Penalty: 4785.863281
	Iteration 33Q: 3 clusters Score -1868876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1868880.375000 Penalty: 4785.863281
	Iteration 34Q: 3 clusters Score -1868880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -1868892.250000 Penalty: 4785.863281
	Iteration 35Q: 3 clusters Score -1868892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1868897.125000 Penalty: 4785.863281
	Iteration 36Q: 3 clusters Score -1868897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1868903.250000 Penalty: 4785.863281
	Iteration 37Q: 3 clusters Score -1868903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1868904.375000 Penalty: 4785.863281
	Iteration 38Q: 3 clusters Score -1868904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1868906.625000 Penalty: 4785.863281
	Iteration 39Q: 3 clusters Score -1868907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1868908.375000 Penalty: 4785.863281
	Iteration 40F: 3 clusters Score -1868908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1868908.625000 Penalty: 4785.863281
	Iteration 41Q: 3 clusters Score -1868909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1868908.625000 Penalty: 4785.863281
	Iteration 42F: 3 clusters Score -1868909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Entering Unmasked Estep 
Score: -380123.468750 Penalty: 2102.604736
	Iteration 0F: 2 clusters Score -380123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -375816.468750 Penalty: 4205.209473
	Iteration 0F: 3 clusters Score -375816.5 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -377189.125000 Penalty: 4205.209473
	Iteration 1F: 3 clusters Score -377189.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -377857.687500 Penalty: 4205.209473
	Iteration 2F: 3 clusters Score -377857.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -378466.750000 Penalty: 4205.209473
	Iteration 3F: 3 clusters Score -378466.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -378933.062500 Penalty: 4205.209473
	Iteration 4F: 3 clusters Score -378933.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -379236.781250 Penalty: 4205.209473
	Iteration 5F: 3 clusters Score -379236.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -379413.468750 Penalty: 4205.209473
	Iteration 6Q: 3 clusters Score -379413.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -379511.312500 Penalty: 4205.209473
	Iteration 7Q: 3 clusters Score -379511.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -379572.906250 Penalty: 4205.209473
	Iteration 8Q: 3 clusters Score -379572.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -379629.000000 Penalty: 4205.209473
	Iteration 9Q: 3 clusters Score -379629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -379667.062500 Penalty: 4205.209473
	Iteration 10Q: 3 clusters Score -379667.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -379694.218750 Penalty: 4205.209473
	Iteration 11Q: 3 clusters Score -379694.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -379714.531250 Penalty: 4205.209473
	Iteration 12Q: 3 clusters Score -379714.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -379726.656250 Penalty: 4205.209473
	Iteration 13Q: 3 clusters Score -379726.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -379739.468750 Penalty: 4205.209473
	Iteration 14Q: 3 clusters Score -379739.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -379758.718750 Penalty: 4205.209473
	Iteration 15Q: 3 clusters Score -379758.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -379782.562500 Penalty: 4205.209473
	Iteration 16Q: 3 clusters Score -379782.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -379820.187500 Penalty: 4205.209473
	Iteration 17Q: 3 clusters Score -379820.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -379858.250000 Penalty: 4205.209473
	Iteration 18Q: 3 clusters Score -379858.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -379887.593750 Penalty: 4205.209473
	Iteration 19Q: 3 clusters Score -379887.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -379903.062500 Penalty: 4205.209473
	Iteration 20F: 3 clusters Score -379903.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -379917.593750 Penalty: 4205.209473
	Iteration 21Q: 3 clusters Score -379917.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -379931.562500 Penalty: 4205.209473
	Iteration 22Q: 3 clusters Score -379931.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -379942.187500 Penalty: 4205.209473
	Iteration 23Q: 3 clusters Score -379942.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -379946.656250 Penalty: 4205.209473
	Iteration 24Q: 3 clusters Score -379946.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -379952.093750 Penalty: 4205.209473
	Iteration 25Q: 3 clusters Score -379952.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -379957.343750 Penalty: 4205.209473
	Iteration 26Q: 3 clusters Score -379957.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -379964.062500 Penalty: 4205.209473
	Iteration 27Q: 3 clusters Score -379964.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -379965.843750 Penalty: 4205.209473
	Iteration 28Q: 3 clusters Score -379965.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -379969.093750 Penalty: 4205.209473
	Iteration 29Q: 3 clusters Score -379969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -379969.468750 Penalty: 4205.209473
	Iteration 30Q: 3 clusters Score -379969.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -379969.843750 Penalty: 4205.209473
	Iteration 31Q: 3 clusters Score -379969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -379970.875000 Penalty: 4205.209473
	Iteration 32Q: 3 clusters Score -379970.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -379970.812500 Penalty: 4205.209473
	Iteration 33Q: 3 clusters Score -379970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -379971.781250 Penalty: 4205.209473
	Iteration 34Q: 3 clusters Score -379971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -379972.562500 Penalty: 4205.209473
	Iteration 35Q: 3 clusters Score -379972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -379973.281250 Penalty: 4205.209473
	Iteration 36Q: 3 clusters Score -379973.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -379974.406250 Penalty: 4205.209473
	Iteration 37Q: 3 clusters Score -379974.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -379974.406250 Penalty: 4205.209473
	Iteration 38F: 3 clusters Score -379974.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Entering Unmasked Estep 
Score: -1102161.375000 Penalty: 2293.198730
	Iteration 0F: 2 clusters Score -1102161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1094222.750000 Penalty: 4586.397461
	Iteration 0F: 3 clusters Score -1094223 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1096629.750000 Penalty: 4586.397461
	Iteration 1F: 3 clusters Score -1096630 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1097082.125000 Penalty: 4586.397461
	Iteration 2F: 3 clusters Score -1097082 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1097471.375000 Penalty: 4586.397461
	Iteration 3F: 3 clusters Score -1097471 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1097855.125000 Penalty: 4586.397461
	Iteration 4F: 3 clusters Score -1097855 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1098198.000000 Penalty: 4586.397461
	Iteration 5F: 3 clusters Score -1098198 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1098511.250000 Penalty: 4586.397461
	Iteration 6Q: 3 clusters Score -1098511 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1098782.750000 Penalty: 4586.397461
	Iteration 7Q: 3 clusters Score -1098783 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1099014.750000 Penalty: 4586.397461
	Iteration 8Q: 3 clusters Score -1099015 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1099225.000000 Penalty: 4586.397461
	Iteration 9Q: 3 clusters Score -1099225 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1099398.625000 Penalty: 4586.397461
	Iteration 10Q: 3 clusters Score -1099399 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1099535.750000 Penalty: 4586.397461
	Iteration 11Q: 3 clusters Score -1099536 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1099672.125000 Penalty: 4586.397461
	Iteration 12Q: 3 clusters Score -1099672 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1099824.625000 Penalty: 4586.397461
	Iteration 13Q: 3 clusters Score -1099825 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1099954.625000 Penalty: 4586.397461
	Iteration 14Q: 3 clusters Score -1099955 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1100081.500000 Penalty: 4586.397461
	Iteration 15Q: 3 clusters Score -1100082 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1100184.625000 Penalty: 4586.397461
	Iteration 16Q: 3 clusters Score -1100185 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1100248.750000 Penalty: 4586.397461
	Iteration 17Q: 3 clusters Score -1100249 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1100292.500000 Penalty: 4586.397461
	Iteration 18Q: 3 clusters Score -1100292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1100326.375000 Penalty: 4586.397461
	Iteration 19Q: 3 clusters Score -1100326 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1100359.125000 Penalty: 4586.397461
	Iteration 20F: 3 clusters Score -1100359 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1100403.125000 Penalty: 4586.397461
	Iteration 21Q: 3 clusters Score -1100403 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1100435.375000 Penalty: 4586.397461
	Iteration 22Q: 3 clusters Score -1100435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1100463.625000 Penalty: 4586.397461
	Iteration 23Q: 3 clusters Score -1100464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1100496.750000 Penalty: 4586.397461
	Iteration 24Q: 3 clusters Score -1100497 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1100530.625000 Penalty: 4586.397461
	Iteration 25Q: 3 clusters Score -1100531 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1100551.875000 Penalty: 4586.397461
	Iteration 26Q: 3 clusters Score -1100552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1100570.375000 Penalty: 4586.397461
	Iteration 27Q: 3 clusters Score -1100570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1100586.000000 Penalty: 4586.397461
	Iteration 28Q: 3 clusters Score -1100586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1100604.000000 Penalty: 4586.397461
	Iteration 29Q: 3 clusters Score -1100604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1100619.750000 Penalty: 4586.397461
	Iteration 30Q: 3 clusters Score -1100620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1100626.125000 Penalty: 4586.397461
	Iteration 31Q: 3 clusters Score -1100626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1100636.375000 Penalty: 4586.397461
	Iteration 32Q: 3 clusters Score -1100636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1100650.500000 Penalty: 4586.397461
	Iteration 33Q: 3 clusters Score -1100650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1100662.250000 Penalty: 4586.397461
	Iteration 34Q: 3 clusters Score -1100662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1100672.500000 Penalty: 4586.397461
	Iteration 35Q: 3 clusters Score -1100672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1100682.875000 Penalty: 4586.397461
	Iteration 36Q: 3 clusters Score -1100683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1100691.875000 Penalty: 4586.397461
	Iteration 37Q: 3 clusters Score -1100692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1100702.250000 Penalty: 4586.397461
	Iteration 38Q: 3 clusters Score -1100702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1100712.250000 Penalty: 4586.397461
	Iteration 39Q: 3 clusters Score -1100712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1100719.500000 Penalty: 4586.397461
	Iteration 40F: 3 clusters Score -1100720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1100723.500000 Penalty: 4586.397461
	Iteration 41Q: 3 clusters Score -1100724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1100729.625000 Penalty: 4586.397461
	Iteration 42Q: 3 clusters Score -1100730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1100733.125000 Penalty: 4586.397461
	Iteration 43Q: 3 clusters Score -1100733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1100737.250000 Penalty: 4586.397461
	Iteration 44Q: 3 clusters Score -1100737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1100743.250000 Penalty: 4586.397461
	Iteration 45Q: 3 clusters Score -1100743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1100744.500000 Penalty: 4586.397461
	Iteration 46Q: 3 clusters Score -1100744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1100747.250000 Penalty: 4586.397461
	Iteration 47Q: 3 clusters Score -1100747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1100754.000000 Penalty: 4586.397461
	Iteration 48Q: 3 clusters Score -1100754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1100760.125000 Penalty: 4586.397461
	Iteration 49Q: 3 clusters Score -1100760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1100766.000000 Penalty: 4586.397461
	Iteration 50Q: 3 clusters Score -1100766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1100770.125000 Penalty: 4586.397461
	Iteration 51Q: 3 clusters Score -1100770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1100773.500000 Penalty: 4586.397461
	Iteration 52Q: 3 clusters Score -1100774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1100776.625000 Penalty: 4586.397461
	Iteration 53Q: 3 clusters Score -1100777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1100777.500000 Penalty: 4586.397461
	Iteration 54Q: 3 clusters Score -1100778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1100777.000000 Penalty: 4586.397461
	Iteration 55Q: 3 clusters Score -1100777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1100779.000000 Penalty: 4586.397461
	Iteration 56Q: 3 clusters Score -1100779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1100777.750000 Penalty: 4586.397461
	Iteration 57Q: 3 clusters Score -1100778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1100779.375000 Penalty: 4586.397461
	Iteration 58Q: 3 clusters Score -1100779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1100779.375000 Penalty: 4586.397461
	Iteration 59F: 3 clusters Score -1100779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Entering Unmasked Estep 
Score: -1832429.875000 Penalty: 2387.645508
	Iteration 0F: 2 clusters Score -1832430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1821519.625000 Penalty: 4775.291016
	Iteration 0F: 3 clusters Score -1821520 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1824929.750000 Penalty: 4775.291016
	Iteration 1F: 3 clusters Score -1824930 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1825319.750000 Penalty: 4775.291016
	Iteration 2F: 3 clusters Score -1825320 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1825656.125000 Penalty: 4775.291016
	Iteration 3Q: 3 clusters Score -1825656 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1825993.500000 Penalty: 4775.291016
	Iteration 4Q: 3 clusters Score -1825994 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1826365.125000 Penalty: 4775.291016
	Iteration 5Q: 3 clusters Score -1826365 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1826713.125000 Penalty: 4775.291016
	Iteration 6Q: 3 clusters Score -1826713 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1827063.375000 Penalty: 4775.291016
	Iteration 7Q: 3 clusters Score -1827063 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1827361.250000 Penalty: 4775.291016
	Iteration 8Q: 3 clusters Score -1827361 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1827630.625000 Penalty: 4775.291016
	Iteration 9Q: 3 clusters Score -1827631 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1827861.375000 Penalty: 4775.291016
	Iteration 10Q: 3 clusters Score -1827861 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1828046.000000 Penalty: 4775.291016
	Iteration 11Q: 3 clusters Score -1828046 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1828190.250000 Penalty: 4775.291016
	Iteration 12Q: 3 clusters Score -1828190 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1828295.750000 Penalty: 4775.291016
	Iteration 13Q: 3 clusters Score -1828296 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1828370.250000 Penalty: 4775.291016
	Iteration 14Q: 3 clusters Score -1828370 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1828431 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1828467 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1828498 nChanged 127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1828520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1828528 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1828539.750000 Penalty: 4775.291016
	Iteration 20F: 3 clusters Score -1828540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1828546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1828553.000000 Penalty: 4775.291016
	Iteration 22Q: 3 clusters Score -1828553 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1828562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1828564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1828574 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1828583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1828592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1828600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1828616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1828616 nChanged 40
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Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1828620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1828623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1828627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1828626 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1828625 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1828629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1828635 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1828636 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1828632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1828636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1828633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1828638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1828640 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1828645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1828646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1828644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1828645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1828646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1828652.625000 Penalty: 4775.291016
	Iteration 49Q: 3 clusters Score -1828653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1828650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1828649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1828648 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1828651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1828650 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1828652 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1828653 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1828657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1828657 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1828659 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8340 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1828659 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1828660 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1828659 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1828662 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8332 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1828662 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8329 members 
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	Iteration 65Q: 3 clusters Score -1828661 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8326 members 
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	Iteration 66Q: 3 clusters Score -1828659 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8321 members 
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	Iteration 67Q: 3 clusters Score -1828661 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8315 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1828661 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8310 members 
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	Iteration 69Q: 3 clusters Score -1828662 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8307 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1828660 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6880 members 
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	Iteration 71Q: 3 clusters Score -1828658 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8289 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1828662 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1828661 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8262 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1828662 nChanged 26
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Mstep: Class 1 contains 8238 members 
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	Iteration 75Q: 3 clusters Score -1828665 nChanged 13
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Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1828667 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6964 members 
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	Iteration 77Q: 3 clusters Score -1828666 nChanged 11
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Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 6975 members 
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	Iteration 78Q: 3 clusters Score -1828667 nChanged 9
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Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1828671 nChanged 10
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Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1828672 nChanged 14
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Mstep: Class 1 contains 8176 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1828672 nChanged 18
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Mstep: Class 1 contains 8162 members 
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	Iteration 82Q: 3 clusters Score -1828673 nChanged 20
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Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1828679 nChanged 8
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Mstep: Class 1 contains 8150 members 
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	Iteration 84Q: 3 clusters Score -1828686 nChanged 10
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Mstep: Class 1 contains 8146 members 
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	Iteration 85Q: 3 clusters Score -1828683 nChanged 7
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Mstep: Class 1 contains 8141 members 
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	Iteration 86Q: 3 clusters Score -1828682 nChanged 7
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Mstep: Class 1 contains 8138 members 
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	Iteration 87Q: 3 clusters Score -1828684 nChanged 6
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Mstep: Class 1 contains 8136 members 
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	Iteration 88Q: 3 clusters Score -1828682 nChanged 6
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Mstep: Class 1 contains 8130 members 
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	Iteration 89Q: 3 clusters Score -1828683 nChanged 4
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Mstep: Class 1 contains 8128 members 
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	Iteration 90Q: 3 clusters Score -1828685 nChanged 4
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Mstep: Class 1 contains 8126 members 
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	Iteration 91Q: 3 clusters Score -1828683 nChanged 10
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Mstep: Class 1 contains 8118 members 
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	Iteration 92Q: 3 clusters Score -1828684 nChanged 8
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Mstep: Class 1 contains 8110 members 
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	Iteration 93Q: 3 clusters Score -1828684 nChanged 11
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	Iteration 94Q: 3 clusters Score -1828684 nChanged 15
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Mstep: Class 1 contains 8086 members 
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	Iteration 95Q: 3 clusters Score -1828689 nChanged 18
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	Iteration 96Q: 3 clusters Score -1828690 nChanged 18
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	Iteration 97Q: 3 clusters Score -1828694 nChanged 20
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Mstep: Class 1 contains 8038 members 
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	Iteration 98Q: 3 clusters Score -1828695 nChanged 22
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Mstep: Class 1 contains 8020 members 
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	Iteration 99Q: 3 clusters Score -1828700 nChanged 26
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Mstep: Class 1 contains 8000 members 
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	Iteration 100F: 3 clusters Score -1828697 nChanged 34
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Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1828708.375000 Penalty: 4775.291016
	Iteration 101Q: 3 clusters Score -1828708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1828711.250000 Penalty: 4775.291016
	Iteration 102Q: 3 clusters Score -1828711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1828715.750000 Penalty: 4775.291016
	Iteration 103Q: 3 clusters Score -1828716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1828722.500000 Penalty: 4775.291016
	Iteration 104Q: 3 clusters Score -1828722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1828723.125000 Penalty: 4775.291016
	Iteration 105Q: 3 clusters Score -1828723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1828724.000000 Penalty: 4775.291016
	Iteration 106Q: 3 clusters Score -1828724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1828728.375000 Penalty: 4775.291016
	Iteration 107Q: 3 clusters Score -1828728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1828735.500000 Penalty: 4775.291016
	Iteration 108Q: 3 clusters Score -1828736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1828738.375000 Penalty: 4775.291016
	Iteration 109Q: 3 clusters Score -1828738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1828735.375000 Penalty: 4775.291016
	Iteration 110Q: 3 clusters Score -1828735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1828747.250000 Penalty: 4775.291016
	Iteration 111Q: 3 clusters Score -1828747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1828757.000000 Penalty: 4775.291016
	Iteration 112Q: 3 clusters Score -1828757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1828758.625000 Penalty: 4775.291016
	Iteration 113Q: 3 clusters Score -1828759 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1828770.000000 Penalty: 4775.291016
	Iteration 114Q: 3 clusters Score -1828770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1828779.500000 Penalty: 4775.291016
	Iteration 115Q: 3 clusters Score -1828780 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1828784.625000 Penalty: 4775.291016
	Iteration 116Q: 3 clusters Score -1828785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1828791.250000 Penalty: 4775.291016
	Iteration 117Q: 3 clusters Score -1828791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1828797.375000 Penalty: 4775.291016
	Iteration 118Q: 3 clusters Score -1828797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1828809.750000 Penalty: 4775.291016
	Iteration 119Q: 3 clusters Score -1828810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1828827.000000 Penalty: 4775.291016
	Iteration 120F: 3 clusters Score -1828827 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1828834.750000 Penalty: 4775.291016
	Iteration 121Q: 3 clusters Score -1828835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1828858.500000 Penalty: 4775.291016
	Iteration 122Q: 3 clusters Score -1828858 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1828877.625000 Penalty: 4775.291016
	Iteration 123Q: 3 clusters Score -1828878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1828914.375000 Penalty: 4775.291016
	Iteration 124Q: 3 clusters Score -1828914 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1828958.375000 Penalty: 4775.291016
	Iteration 125Q: 3 clusters Score -1828958 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1829009.125000 Penalty: 4775.291016
	Iteration 126Q: 3 clusters Score -1829009 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1829056.250000 Penalty: 4775.291016
	Iteration 127Q: 3 clusters Score -1829056 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1829105.500000 Penalty: 4775.291016
	Iteration 128Q: 3 clusters Score -1829106 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1829172.375000 Penalty: 4775.291016
	Iteration 129Q: 3 clusters Score -1829172 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1829239.875000 Penalty: 4775.291016
	Iteration 130Q: 3 clusters Score -1829240 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1829341.250000 Penalty: 4775.291016
	Iteration 131Q: 3 clusters Score -1829341 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1829450.625000 Penalty: 4775.291016
	Iteration 132Q: 3 clusters Score -1829451 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1829585.000000 Penalty: 4775.291016
	Iteration 133Q: 3 clusters Score -1829585 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1829750.375000 Penalty: 4775.291016
	Iteration 134Q: 3 clusters Score -1829750 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1829942.625000 Penalty: 4775.291016
	Iteration 135Q: 3 clusters Score -1829943 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1830192.250000 Penalty: 4775.291016
	Iteration 136Q: 3 clusters Score -1830192 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1830482.250000 Penalty: 4775.291016
	Iteration 137Q: 3 clusters Score -1830482 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1830774.500000 Penalty: 4775.291016
	Iteration 138Q: 3 clusters Score -1830774 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1831049.375000 Penalty: 4775.291016
	Iteration 139Q: 3 clusters Score -1831049 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1831274.875000 Penalty: 4775.291016
	Iteration 140F: 3 clusters Score -1831275 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1831444.875000 Penalty: 4775.291016
	Iteration 141Q: 3 clusters Score -1831445 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1831604.000000 Penalty: 4775.291016
	Iteration 142Q: 3 clusters Score -1831604 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1831732.250000 Penalty: 4775.291016
	Iteration 143Q: 3 clusters Score -1831732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1831777.375000 Penalty: 4775.291016
	Iteration 144Q: 3 clusters Score -1831777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1831804.000000 Penalty: 4775.291016
	Iteration 145Q: 3 clusters Score -1831804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1831827.250000 Penalty: 4775.291016
	Iteration 146Q: 3 clusters Score -1831827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1831838.000000 Penalty: 4775.291016
	Iteration 147Q: 3 clusters Score -1831838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1831841.875000 Penalty: 4775.291016
	Iteration 148Q: 3 clusters Score -1831842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -1831846.000000 Penalty: 4775.291016
	Iteration 149Q: 3 clusters Score -1831846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1831851.375000 Penalty: 4775.291016
	Iteration 150Q: 3 clusters Score -1831851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1831854.500000 Penalty: 4775.291016
	Iteration 151Q: 3 clusters Score -1831854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1831857.375000 Penalty: 4775.291016
	Iteration 152Q: 3 clusters Score -1831857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1831855.750000 Penalty: 4775.291016
	Iteration 153Q: 3 clusters Score -1831856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1831858.750000 Penalty: 4775.291016
	Iteration 154Q: 3 clusters Score -1831859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1831855.125000 Penalty: 4775.291016
	Iteration 155Q: 3 clusters Score -1831855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1831856.000000 Penalty: 4775.291016
	Iteration 156Q: 3 clusters Score -1831856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1831856.750000 Penalty: 4775.291016
	Iteration 157Q: 3 clusters Score -1831857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1831857.375000 Penalty: 4775.291016
	Iteration 158Q: 3 clusters Score -1831857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1831858.250000 Penalty: 4775.291016
	Iteration 159Q: 3 clusters Score -1831858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1831862.250000 Penalty: 4775.291016
	Iteration 160F: 3 clusters Score -1831862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1831862.125000 Penalty: 4775.291016
	Iteration 161Q: 3 clusters Score -1831862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1831860.125000 Penalty: 4775.291016
	Iteration 162Q: 3 clusters Score -1831860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1831860.125000 Penalty: 4775.291016
	Iteration 163F: 3 clusters Score -1831860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -437239.437500 Penalty: 2037.321655
	Iteration 0F: 2 clusters Score -437239.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -433588.375000 Penalty: 4074.643311
	Iteration 0F: 3 clusters Score -433588.4 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -434350.562500 Penalty: 4074.643311
	Iteration 1F: 3 clusters Score -434350.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -434574.687500 Penalty: 4074.643311
	Iteration 2F: 3 clusters Score -434574.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -434753.125000 Penalty: 4074.643311
	Iteration 3F: 3 clusters Score -434753.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -434901.031250 Penalty: 4074.643311
	Iteration 4Q: 3 clusters Score -434901 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -435037.843750 Penalty: 4074.643311
	Iteration 5Q: 3 clusters Score -435037.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -435158.218750 Penalty: 4074.643311
	Iteration 6Q: 3 clusters Score -435158.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -435262.843750 Penalty: 4074.643311
	Iteration 7Q: 3 clusters Score -435262.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -435339.906250 Penalty: 4074.643311
	Iteration 8Q: 3 clusters Score -435339.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -435400.968750 Penalty: 4074.643311
	Iteration 9Q: 3 clusters Score -435401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -435450.312500 Penalty: 4074.643311
	Iteration 10Q: 3 clusters Score -435450.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -435497.343750 Penalty: 4074.643311
	Iteration 11Q: 3 clusters Score -435497.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -435522.218750 Penalty: 4074.643311
	Iteration 12Q: 3 clusters Score -435522.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -435542.062500 Penalty: 4074.643311
	Iteration 13Q: 3 clusters Score -435542.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -435553.843750 Penalty: 4074.643311
	Iteration 14Q: 3 clusters Score -435553.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -435560.125000 Penalty: 4074.643311
	Iteration 15Q: 3 clusters Score -435560.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -435564.812500 Penalty: 4074.643311
	Iteration 16Q: 3 clusters Score -435564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -435567.125000 Penalty: 4074.643311
	Iteration 17Q: 3 clusters Score -435567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -435569.125000 Penalty: 4074.643311
	Iteration 18Q: 3 clusters Score -435569.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -435571.187500 Penalty: 4074.643311
	Iteration 19Q: 3 clusters Score -435571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -435575.750000 Penalty: 4074.643311
	Iteration 20F: 3 clusters Score -435575.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -435578.375000 Penalty: 4074.643311
	Iteration 21Q: 3 clusters Score -435578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -435578.843750 Penalty: 4074.643311
	Iteration 22Q: 3 clusters Score -435578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -435579.687500 Penalty: 4074.643311
	Iteration 23Q: 3 clusters Score -435579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -435581.406250 Penalty: 4074.643311
	Iteration 24Q: 3 clusters Score -435581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -435581.406250 Penalty: 4074.643311
	Iteration 25F: 3 clusters Score -435581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Entering Unmasked Estep 
Score: -1955089.250000 Penalty: 2428.913818
	Iteration 0F: 2 clusters Score -1955089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1942309.500000 Penalty: 4857.827637
	Iteration 0F: 3 clusters Score -1942310 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1946960.250000 Penalty: 4857.827637
	Iteration 1F: 3 clusters Score -1946960 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1947756.625000 Penalty: 4857.827637
	Iteration 2F: 3 clusters Score -1947757 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1948536.000000 Penalty: 4857.827637
	Iteration 3F: 3 clusters Score -1948536 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1949262.750000 Penalty: 4857.827637
	Iteration 4F: 3 clusters Score -1949263 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1949879.375000 Penalty: 4857.827637
	Iteration 5F: 3 clusters Score -1949879 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1950412.000000 Penalty: 4857.827637
	Iteration 6F: 3 clusters Score -1950412 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1950839.500000 Penalty: 4857.827637
	Iteration 7Q: 3 clusters Score -1950840 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1951244.500000 Penalty: 4857.827637
	Iteration 8Q: 3 clusters Score -1951244 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1951623.250000 Penalty: 4857.827637
	Iteration 9Q: 3 clusters Score -1951623 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1951945.000000 Penalty: 4857.827637
	Iteration 10Q: 3 clusters Score -1951945 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1952242.250000 Penalty: 4857.827637
	Iteration 11Q: 3 clusters Score -1952242 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1952502.250000 Penalty: 4857.827637
	Iteration 12Q: 3 clusters Score -1952502 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1952683.375000 Penalty: 4857.827637
	Iteration 13Q: 3 clusters Score -1952683 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1952813.500000 Penalty: 4857.827637
	Iteration 14Q: 3 clusters Score -1952814 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1952905.250000 Penalty: 4857.827637
	Iteration 15Q: 3 clusters Score -1952905 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1952957.875000 Penalty: 4857.827637
	Iteration 16Q: 3 clusters Score -1952958 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1952999.000000 Penalty: 4857.827637
	Iteration 17Q: 3 clusters Score -1952999 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1953038.625000 Penalty: 4857.827637
	Iteration 18Q: 3 clusters Score -1953039 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1953067.875000 Penalty: 4857.827637
	Iteration 19Q: 3 clusters Score -1953068 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1953095.000000 Penalty: 4857.827637
	Iteration 20F: 3 clusters Score -1953095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1953119.125000 Penalty: 4857.827637
	Iteration 21Q: 3 clusters Score -1953119 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1953142.000000 Penalty: 4857.827637
	Iteration 22Q: 3 clusters Score -1953142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1953154.375000 Penalty: 4857.827637
	Iteration 23Q: 3 clusters Score -1953154 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1953181.125000 Penalty: 4857.827637
	Iteration 24Q: 3 clusters Score -1953181 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1953191.125000 Penalty: 4857.827637
	Iteration 25Q: 3 clusters Score -1953191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1953206.125000 Penalty: 4857.827637
	Iteration 26Q: 3 clusters Score -1953206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1953219.750000 Penalty: 4857.827637
	Iteration 27Q: 3 clusters Score -1953220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1953236.500000 Penalty: 4857.827637
	Iteration 28Q: 3 clusters Score -1953236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1953270.125000 Penalty: 4857.827637
	Iteration 29Q: 3 clusters Score -1953270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1953289.125000 Penalty: 4857.827637
	Iteration 30Q: 3 clusters Score -1953289 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1953309.000000 Penalty: 4857.827637
	Iteration 31Q: 3 clusters Score -1953309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1953325.625000 Penalty: 4857.827637
	Iteration 32Q: 3 clusters Score -1953326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1953341.500000 Penalty: 4857.827637
	Iteration 33Q: 3 clusters Score -1953342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1953362.375000 Penalty: 4857.827637
	Iteration 34Q: 3 clusters Score -1953362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1953378.375000 Penalty: 4857.827637
	Iteration 35Q: 3 clusters Score -1953378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1953411.750000 Penalty: 4857.827637
	Iteration 36Q: 3 clusters Score -1953412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1953443.375000 Penalty: 4857.827637
	Iteration 37Q: 3 clusters Score -1953443 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1953470.375000 Penalty: 4857.827637
	Iteration 38Q: 3 clusters Score -1953470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1953492.625000 Penalty: 4857.827637
	Iteration 39Q: 3 clusters Score -1953493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1953512.125000 Penalty: 4857.827637
	Iteration 40F: 3 clusters Score -1953512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1953532.500000 Penalty: 4857.827637
	Iteration 41Q: 3 clusters Score -1953532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1953556.875000 Penalty: 4857.827637
	Iteration 42Q: 3 clusters Score -1953557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1953580.125000 Penalty: 4857.827637
	Iteration 43Q: 3 clusters Score -1953580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1953598.500000 Penalty: 4857.827637
	Iteration 44Q: 3 clusters Score -1953598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1953605.500000 Penalty: 4857.827637
	Iteration 45Q: 3 clusters Score -1953606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1953627.000000 Penalty: 4857.827637
	Iteration 46Q: 3 clusters Score -1953627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1953635.375000 Penalty: 4857.827637
	Iteration 47Q: 3 clusters Score -1953635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1953645.875000 Penalty: 4857.827637
	Iteration 48Q: 3 clusters Score -1953646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1953653.500000 Penalty: 4857.827637
	Iteration 49Q: 3 clusters Score -1953654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1953666.750000 Penalty: 4857.827637
	Iteration 50Q: 3 clusters Score -1953667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1953670.375000 Penalty: 4857.827637
	Iteration 51Q: 3 clusters Score -1953670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1953681.875000 Penalty: 4857.827637
	Iteration 52Q: 3 clusters Score -1953682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1953686.000000 Penalty: 4857.827637
	Iteration 53Q: 3 clusters Score -1953686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -1953690.625000 Penalty: 4857.827637
	Iteration 54Q: 3 clusters Score -1953691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1953697.125000 Penalty: 4857.827637
	Iteration 55Q: 3 clusters Score -1953697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1953705.500000 Penalty: 4857.827637
	Iteration 56Q: 3 clusters Score -1953706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -1953704.250000 Penalty: 4857.827637
	Iteration 57Q: 3 clusters Score -1953704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1953708.125000 Penalty: 4857.827637
	Iteration 58Q: 3 clusters Score -1953708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1953714.250000 Penalty: 4857.827637
	Iteration 59Q: 3 clusters Score -1953714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1953724.125000 Penalty: 4857.827637
	Iteration 60F: 3 clusters Score -1953724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1953727.500000 Penalty: 4857.827637
	Iteration 61Q: 3 clusters Score -1953728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1953732.500000 Penalty: 4857.827637
	Iteration 62Q: 3 clusters Score -1953732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1953734.750000 Penalty: 4857.827637
	Iteration 63Q: 3 clusters Score -1953735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1953737.875000 Penalty: 4857.827637
	Iteration 64Q: 3 clusters Score -1953738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1953738.750000 Penalty: 4857.827637
	Iteration 65Q: 3 clusters Score -1953739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1953739.875000 Penalty: 4857.827637
	Iteration 66Q: 3 clusters Score -1953740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1953740.750000 Penalty: 4857.827637
	Iteration 67Q: 3 clusters Score -1953741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1953743.625000 Penalty: 4857.827637
	Iteration 68Q: 3 clusters Score -1953744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1953743.375000 Penalty: 4857.827637
	Iteration 69Q: 3 clusters Score -1953743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1953739.500000 Penalty: 4857.827637
	Iteration 70Q: 3 clusters Score -1953740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -1953741.000000 Penalty: 4857.827637
	Iteration 71Q: 3 clusters Score -1953741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1953741.000000 Penalty: 4857.827637
	Iteration 72Q: 3 clusters Score -1953741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1953741.000000 Penalty: 4857.827637
	Iteration 73F: 3 clusters Score -1953741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Entering Unmasked Estep 
Score: -863420.437500 Penalty: 2208.146240
	Iteration 0F: 2 clusters Score -863420.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -857358.500000 Penalty: 4416.292480
	Iteration 0F: 3 clusters Score -857358.5 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -859075.500000 Penalty: 4416.292480
	Iteration 1F: 3 clusters Score -859075.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -859534.312500 Penalty: 4416.292480
	Iteration 2F: 3 clusters Score -859534.3 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -860028.125000 Penalty: 4416.292480
	Iteration 3F: 3 clusters Score -860028.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -860621.937500 Penalty: 4416.292480
	Iteration 4F: 3 clusters Score -860621.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -861139.312500 Penalty: 4416.292480
	Iteration 5F: 3 clusters Score -861139.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -861479.375000 Penalty: 4416.292480
	Iteration 6F: 3 clusters Score -861479.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -861734.375000 Penalty: 4416.292480
	Iteration 7Q: 3 clusters Score -861734.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -861969.562500 Penalty: 4416.292480
	Iteration 8Q: 3 clusters Score -861969.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -862202.687500 Penalty: 4416.292480
	Iteration 9Q: 3 clusters Score -862202.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -862374.250000 Penalty: 4416.292480
	Iteration 10Q: 3 clusters Score -862374.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -862507.062500 Penalty: 4416.292480
	Iteration 11Q: 3 clusters Score -862507.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -862613.875000 Penalty: 4416.292480
	Iteration 12Q: 3 clusters Score -862613.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -862683.625000 Penalty: 4416.292480
	Iteration 13Q: 3 clusters Score -862683.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -862749.812500 Penalty: 4416.292480
	Iteration 14Q: 3 clusters Score -862749.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -862808.500000 Penalty: 4416.292480
	Iteration 15Q: 3 clusters Score -862808.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -862853.437500 Penalty: 4416.292480
	Iteration 16Q: 3 clusters Score -862853.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -862896.437500 Penalty: 4416.292480
	Iteration 17Q: 3 clusters Score -862896.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -862949.562500 Penalty: 4416.292480
	Iteration 18Q: 3 clusters Score -862949.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -862989.000000 Penalty: 4416.292480
	Iteration 19Q: 3 clusters Score -862989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -863018.000000 Penalty: 4416.292480
	Iteration 20F: 3 clusters Score -863018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -863046.062500 Penalty: 4416.292480
	Iteration 21Q: 3 clusters Score -863046.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -863075.437500 Penalty: 4416.292480
	Iteration 22Q: 3 clusters Score -863075.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -863096.187500 Penalty: 4416.292480
	Iteration 23Q: 3 clusters Score -863096.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -863122.375000 Penalty: 4416.292480
	Iteration 24Q: 3 clusters Score -863122.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -863144.187500 Penalty: 4416.292480
	Iteration 25Q: 3 clusters Score -863144.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -863169.375000 Penalty: 4416.292480
	Iteration 26Q: 3 clusters Score -863169.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -863184.687500 Penalty: 4416.292480
	Iteration 27Q: 3 clusters Score -863184.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -863196.125000 Penalty: 4416.292480
	Iteration 28Q: 3 clusters Score -863196.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -863205.375000 Penalty: 4416.292480
	Iteration 29Q: 3 clusters Score -863205.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -863212.250000 Penalty: 4416.292480
	Iteration 30Q: 3 clusters Score -863212.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -863221.875000 Penalty: 4416.292480
	Iteration 31Q: 3 clusters Score -863221.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -863237.250000 Penalty: 4416.292480
	Iteration 32Q: 3 clusters Score -863237.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -863247.375000 Penalty: 4416.292480
	Iteration 33Q: 3 clusters Score -863247.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -863254.937500 Penalty: 4416.292480
	Iteration 34Q: 3 clusters Score -863254.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -863260.500000 Penalty: 4416.292480
	Iteration 35Q: 3 clusters Score -863260.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -863265.937500 Penalty: 4416.292480
	Iteration 36Q: 3 clusters Score -863265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -863273.937500 Penalty: 4416.292480
	Iteration 37Q: 3 clusters Score -863273.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -863280.187500 Penalty: 4416.292480
	Iteration 38Q: 3 clusters Score -863280.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -863285.437500 Penalty: 4416.292480
	Iteration 39Q: 3 clusters Score -863285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -863292.437500 Penalty: 4416.292480
	Iteration 40F: 3 clusters Score -863292.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -863301.812500 Penalty: 4416.292480
	Iteration 41Q: 3 clusters Score -863301.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -863311.000000 Penalty: 4416.292480
	Iteration 42Q: 3 clusters Score -863311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -863313.812500 Penalty: 4416.292480
	Iteration 43Q: 3 clusters Score -863313.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -863321.875000 Penalty: 4416.292480
	Iteration 44Q: 3 clusters Score -863321.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -863332.312500 Penalty: 4416.292480
	Iteration 45Q: 3 clusters Score -863332.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -863344.625000 Penalty: 4416.292480
	Iteration 46Q: 3 clusters Score -863344.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -863356.937500 Penalty: 4416.292480
	Iteration 47Q: 3 clusters Score -863356.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -863365.500000 Penalty: 4416.292480
	Iteration 48Q: 3 clusters Score -863365.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -863374.000000 Penalty: 4416.292480
	Iteration 49Q: 3 clusters Score -863374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -863376.375000 Penalty: 4416.292480
	Iteration 50Q: 3 clusters Score -863376.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -863377.437500 Penalty: 4416.292480
	Iteration 51Q: 3 clusters Score -863377.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -863381.875000 Penalty: 4416.292480
	Iteration 52Q: 3 clusters Score -863381.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -863384.500000 Penalty: 4416.292480
	Iteration 53Q: 3 clusters Score -863384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -863383.750000 Penalty: 4416.292480
	Iteration 54Q: 3 clusters Score -863383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -863383.750000 Penalty: 4416.292480
	Iteration 55F: 3 clusters Score -863383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Entering Unmasked Estep 
Score: -1052999.500000 Penalty: 2286.214355
	Iteration 0F: 2 clusters Score -1053000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1045241.562500 Penalty: 4572.428711
	Iteration 0F: 3 clusters Score -1045242 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1047815.250000 Penalty: 4572.428711
	Iteration 1F: 3 clusters Score -1047815 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1048389.000000 Penalty: 4572.428711
	Iteration 2F: 3 clusters Score -1048389 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1048866.250000 Penalty: 4572.428711
	Iteration 3F: 3 clusters Score -1048866 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1049259.375000 Penalty: 4572.428711
	Iteration 4F: 3 clusters Score -1049259 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1049672.750000 Penalty: 4572.428711
	Iteration 5F: 3 clusters Score -1049673 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1050027.375000 Penalty: 4572.428711
	Iteration 6Q: 3 clusters Score -1050027 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1050273.125000 Penalty: 4572.428711
	Iteration 7Q: 3 clusters Score -1050273 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1050428.250000 Penalty: 4572.428711
	Iteration 8Q: 3 clusters Score -1050428 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1050544.875000 Penalty: 4572.428711
	Iteration 9Q: 3 clusters Score -1050545 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1050635.500000 Penalty: 4572.428711
	Iteration 10Q: 3 clusters Score -1050636 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1050704.875000 Penalty: 4572.428711
	Iteration 11Q: 3 clusters Score -1050705 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1050772.750000 Penalty: 4572.428711
	Iteration 12Q: 3 clusters Score -1050773 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1050826.750000 Penalty: 4572.428711
	Iteration 13Q: 3 clusters Score -1050827 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1050879.750000 Penalty: 4572.428711
	Iteration 14Q: 3 clusters Score -1050880 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1050928.875000 Penalty: 4572.428711
	Iteration 15Q: 3 clusters Score -1050929 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1050960.375000 Penalty: 4572.428711
	Iteration 16Q: 3 clusters Score -1050960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1050986.125000 Penalty: 4572.428711
	Iteration 17Q: 3 clusters Score -1050986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1051005.625000 Penalty: 4572.428711
	Iteration 18Q: 3 clusters Score -1051006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1051019.875000 Penalty: 4572.428711
	Iteration 19Q: 3 clusters Score -1051020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1051033.500000 Penalty: 4572.428711
	Iteration 20F: 3 clusters Score -1051034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1051046.125000 Penalty: 4572.428711
	Iteration 21Q: 3 clusters Score -1051046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1051055.875000 Penalty: 4572.428711
	Iteration 22Q: 3 clusters Score -1051056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1051068.375000 Penalty: 4572.428711
	Iteration 23Q: 3 clusters Score -1051068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1051081.500000 Penalty: 4572.428711
	Iteration 24Q: 3 clusters Score -1051082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1051090.625000 Penalty: 4572.428711
	Iteration 25Q: 3 clusters Score -1051091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1051106.250000 Penalty: 4572.428711
	Iteration 26Q: 3 clusters Score -1051106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1051113.375000 Penalty: 4572.428711
	Iteration 27Q: 3 clusters Score -1051113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1051122.375000 Penalty: 4572.428711
	Iteration 28Q: 3 clusters Score -1051122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1051133.000000 Penalty: 4572.428711
	Iteration 29Q: 3 clusters Score -1051133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1051142.750000 Penalty: 4572.428711
	Iteration 30Q: 3 clusters Score -1051143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1051147.875000 Penalty: 4572.428711
	Iteration 31Q: 3 clusters Score -1051148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1051154.625000 Penalty: 4572.428711
	Iteration 32Q: 3 clusters Score -1051155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1051164.000000 Penalty: 4572.428711
	Iteration 33Q: 3 clusters Score -1051164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1051171.500000 Penalty: 4572.428711
	Iteration 34Q: 3 clusters Score -1051172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1051176.875000 Penalty: 4572.428711
	Iteration 35Q: 3 clusters Score -1051177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1051178.875000 Penalty: 4572.428711
	Iteration 36Q: 3 clusters Score -1051179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1051180.750000 Penalty: 4572.428711
	Iteration 37Q: 3 clusters Score -1051181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1051180.375000 Penalty: 4572.428711
	Iteration 38Q: 3 clusters Score -1051180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1051180.500000 Penalty: 4572.428711
	Iteration 39Q: 3 clusters Score -1051180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1051183.000000 Penalty: 4572.428711
	Iteration 40F: 3 clusters Score -1051183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1051183.625000 Penalty: 4572.428711
	Iteration 41Q: 3 clusters Score -1051184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1051182.375000 Penalty: 4572.428711
	Iteration 42Q: 3 clusters Score -1051182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1051183.125000 Penalty: 4572.428711
	Iteration 43Q: 3 clusters Score -1051183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1051183.125000 Penalty: 4572.428711
	Iteration 44F: 3 clusters Score -1051183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Entering Unmasked Estep 
Score: -4260847.500000 Penalty: 2618.492920
	Iteration 0F: 2 clusters Score -4260848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4234631.500000 Penalty: 5236.985840
	Iteration 0F: 3 clusters Score -4234632 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4244640.500000 Penalty: 5236.985840
	Iteration 1F: 3 clusters Score -4244640 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -4245487.000000 Penalty: 5236.985840
	Iteration 2F: 3 clusters Score -4245487 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4246545.500000 Penalty: 5236.985840
	Iteration 3F: 3 clusters Score -4246546 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4247755.500000 Penalty: 5236.985840
	Iteration 4F: 3 clusters Score -4247756 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -4249262.500000 Penalty: 5236.985840
	Iteration 5F: 3 clusters Score -4249262 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -4250968.000000 Penalty: 5236.985840
	Iteration 6F: 3 clusters Score -4250968 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4252680.500000 Penalty: 5236.985840
	Iteration 7F: 3 clusters Score -4252680 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -4254082.000000 Penalty: 5236.985840
	Iteration 8Q: 3 clusters Score -4254082 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -4255187.500000 Penalty: 5236.985840
	Iteration 9Q: 3 clusters Score -4255188 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4256031.500000 Penalty: 5236.985840
	Iteration 10Q: 3 clusters Score -4256032 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4256695.000000 Penalty: 5236.985840
	Iteration 11Q: 3 clusters Score -4256695 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4257264.000000 Penalty: 5236.985840
	Iteration 12Q: 3 clusters Score -4257264 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4257694.000000 Penalty: 5236.985840
	Iteration 13Q: 3 clusters Score -4257694 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4258072.500000 Penalty: 5236.985840
	Iteration 14Q: 3 clusters Score -4258072 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4258412.000000 Penalty: 5236.985840
	Iteration 15Q: 3 clusters Score -4258412 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4258615.000000 Penalty: 5236.985840
	Iteration 16Q: 3 clusters Score -4258615 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4258753.000000 Penalty: 5236.985840
	Iteration 17Q: 3 clusters Score -4258753 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4258913.000000 Penalty: 5236.985840
	Iteration 18Q: 3 clusters Score -4258913 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4259011.000000 Penalty: 5236.985840
	Iteration 19Q: 3 clusters Score -4259011 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4259127.500000 Penalty: 5236.985840
	Iteration 20F: 3 clusters Score -4259128 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4259194.500000 Penalty: 5236.985840
	Iteration 21Q: 3 clusters Score -4259194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4259230.500000 Penalty: 5236.985840
	Iteration 22Q: 3 clusters Score -4259230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4259276.500000 Penalty: 5236.985840
	Iteration 23Q: 3 clusters Score -4259276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4259310.500000 Penalty: 5236.985840
	Iteration 24Q: 3 clusters Score -4259310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4259319.000000 Penalty: 5236.985840
	Iteration 25Q: 3 clusters Score -4259319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4259339.500000 Penalty: 5236.985840
	Iteration 26Q: 3 clusters Score -4259340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4259353.500000 Penalty: 5236.985840
	Iteration 27Q: 3 clusters Score -4259354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4259355.000000 Penalty: 5236.985840
	Iteration 28Q: 3 clusters Score -4259355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4259362.500000 Penalty: 5236.985840
	Iteration 29Q: 3 clusters Score -4259362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4259366.500000 Penalty: 5236.985840
	Iteration 30Q: 3 clusters Score -4259366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4259373.000000 Penalty: 5236.985840
	Iteration 31Q: 3 clusters Score -4259373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4259379.500000 Penalty: 5236.985840
	Iteration 32Q: 3 clusters Score -4259380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4259385.500000 Penalty: 5236.985840
	Iteration 33Q: 3 clusters Score -4259386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4259378.000000 Penalty: 5236.985840
	Iteration 34Q: 3 clusters Score -4259378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4259389.000000 Penalty: 5236.985840
	Iteration 35Q: 3 clusters Score -4259389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4259387.500000 Penalty: 5236.985840
	Iteration 36Q: 3 clusters Score -4259388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4259390.500000 Penalty: 5236.985840
	Iteration 37Q: 3 clusters Score -4259390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4259389.000000 Penalty: 5236.985840
	Iteration 38Q: 3 clusters Score -4259389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4259399.500000 Penalty: 5236.985840
	Iteration 39Q: 3 clusters Score -4259400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4259399.000000 Penalty: 5236.985840
	Iteration 40F: 3 clusters Score -4259399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4259396.500000 Penalty: 5236.985840
	Iteration 41Q: 3 clusters Score -4259396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4259403.000000 Penalty: 5236.985840
	Iteration 42Q: 3 clusters Score -4259403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4259407.000000 Penalty: 5236.985840
	Iteration 43Q: 3 clusters Score -4259407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4259409.000000 Penalty: 5236.985840
	Iteration 44Q: 3 clusters Score -4259409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4259414.000000 Penalty: 5236.985840
	Iteration 45Q: 3 clusters Score -4259414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4259414.000000 Penalty: 5236.985840
	Iteration 46Q: 3 clusters Score -4259414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4259414.500000 Penalty: 5236.985840
	Iteration 47Q: 3 clusters Score -4259414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4259420.000000 Penalty: 5236.985840
	Iteration 48Q: 3 clusters Score -4259420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4259422.500000 Penalty: 5236.985840
	Iteration 49Q: 3 clusters Score -4259422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4259422.000000 Penalty: 5236.985840
	Iteration 50Q: 3 clusters Score -4259422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4259424.000000 Penalty: 5236.985840
	Iteration 51Q: 3 clusters Score -4259424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4259435.500000 Penalty: 5236.985840
	Iteration 52Q: 3 clusters Score -4259436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4259433.000000 Penalty: 5236.985840
	Iteration 53Q: 3 clusters Score -4259433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4259431.000000 Penalty: 5236.985840
	Iteration 54Q: 3 clusters Score -4259431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4259430.500000 Penalty: 5236.985840
	Iteration 55Q: 3 clusters Score -4259430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4259430.500000 Penalty: 5236.985840
	Iteration 56F: 3 clusters Score -4259430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -775284.375000 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -775284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -769816.250000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -769816.2 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -771275.562500 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -771275.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -771565.687500 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -771565.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -771737.937500 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -771737.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -771892.437500 Penalty: 4352.289062
	Iteration 4Q: 3 clusters Score -771892.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -772031.000000 Penalty: 4352.289062
	Iteration 5Q: 3 clusters Score -772031 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -772187.312500 Penalty: 4352.289062
	Iteration 6Q: 3 clusters Score -772187.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -772354.375000 Penalty: 4352.289062
	Iteration 7Q: 3 clusters Score -772354.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -772532.750000 Penalty: 4352.289062
	Iteration 8Q: 3 clusters Score -772532.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -772741.812500 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -772741.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -772962.937500 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -772962.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -773133.812500 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -773133.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -773286.187500 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -773286.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -773410.500000 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -773410.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -773513.062500 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -773513.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -773581.500000 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -773581.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -773635.937500 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -773635.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -773672.312500 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -773672.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -773702.562500 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -773702.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -773723.500000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -773723.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -773741.125000 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -773741.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -773760.125000 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -773760.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -773773.687500 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -773773.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -773782.937500 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -773782.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -773794.062500 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -773794.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -773802.437500 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -773802.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -773811.000000 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -773811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -773814.312500 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -773814.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -773817.062500 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -773817.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -773818.937500 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -773818.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -773822.875000 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -773822.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -773826.437500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -773826.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -773827.625000 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -773827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -773828.125000 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -773828.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -773830.937500 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -773830.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -773831.812500 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -773831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -773832.187500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -773832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -773833.750000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -773833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -773836.437500 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -773836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -773836.000000 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -773836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -773836.375000 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -773836.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Entering Unmasked Estep 
Score: -449590.656250 Penalty: 2064.555664
	Iteration 0F: 2 clusters Score -449590.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -445636.156250 Penalty: 4129.111328
	Iteration 0F: 3 clusters Score -445636.2 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -446703.375000 Penalty: 4129.111328
	Iteration 1F: 3 clusters Score -446703.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -447016.031250 Penalty: 4129.111328
	Iteration 2F: 3 clusters Score -447016 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -447208.250000 Penalty: 4129.111328
	Iteration 3F: 3 clusters Score -447208.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -447363.937500 Penalty: 4129.111328
	Iteration 4Q: 3 clusters Score -447363.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -447538.843750 Penalty: 4129.111328
	Iteration 5Q: 3 clusters Score -447538.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -447712.250000 Penalty: 4129.111328
	Iteration 6Q: 3 clusters Score -447712.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -447853.562500 Penalty: 4129.111328
	Iteration 7Q: 3 clusters Score -447853.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -447970.562500 Penalty: 4129.111328
	Iteration 8Q: 3 clusters Score -447970.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -448054.000000 Penalty: 4129.111328
	Iteration 9Q: 3 clusters Score -448054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -448153.343750 Penalty: 4129.111328
	Iteration 10Q: 3 clusters Score -448153.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -448237.687500 Penalty: 4129.111328
	Iteration 11Q: 3 clusters Score -448237.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -448297.000000 Penalty: 4129.111328
	Iteration 12Q: 3 clusters Score -448297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -448335.031250 Penalty: 4129.111328
	Iteration 13Q: 3 clusters Score -448335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -448373.718750 Penalty: 4129.111328
	Iteration 14Q: 3 clusters Score -448373.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -448411.375000 Penalty: 4129.111328
	Iteration 15Q: 3 clusters Score -448411.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -448455.281250 Penalty: 4129.111328
	Iteration 16Q: 3 clusters Score -448455.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -448499.218750 Penalty: 4129.111328
	Iteration 17Q: 3 clusters Score -448499.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -448522.843750 Penalty: 4129.111328
	Iteration 18Q: 3 clusters Score -448522.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -448535.375000 Penalty: 4129.111328
	Iteration 19Q: 3 clusters Score -448535.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -448549.750000 Penalty: 4129.111328
	Iteration 20F: 3 clusters Score -448549.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -448562.812500 Penalty: 4129.111328
	Iteration 21Q: 3 clusters Score -448562.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -448576.468750 Penalty: 4129.111328
	Iteration 22Q: 3 clusters Score -448576.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -448585.031250 Penalty: 4129.111328
	Iteration 23Q: 3 clusters Score -448585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -448592.187500 Penalty: 4129.111328
	Iteration 24Q: 3 clusters Score -448592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -448596.500000 Penalty: 4129.111328
	Iteration 25Q: 3 clusters Score -448596.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -448601.312500 Penalty: 4129.111328
	Iteration 26Q: 3 clusters Score -448601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -448605.500000 Penalty: 4129.111328
	Iteration 27Q: 3 clusters Score -448605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -448606.968750 Penalty: 4129.111328
	Iteration 28Q: 3 clusters Score -448607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -448608.750000 Penalty: 4129.111328
	Iteration 29Q: 3 clusters Score -448608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -448611.156250 Penalty: 4129.111328
	Iteration 30Q: 3 clusters Score -448611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -448613.718750 Penalty: 4129.111328
	Iteration 31Q: 3 clusters Score -448613.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -448617.312500 Penalty: 4129.111328
	Iteration 32Q: 3 clusters Score -448617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -448618.187500 Penalty: 4129.111328
	Iteration 33Q: 3 clusters Score -448618.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -448619.937500 Penalty: 4129.111328
	Iteration 34Q: 3 clusters Score -448619.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -448622.218750 Penalty: 4129.111328
	Iteration 35Q: 3 clusters Score -448622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -448622.937500 Penalty: 4129.111328
	Iteration 36Q: 3 clusters Score -448622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -448624.281250 Penalty: 4129.111328
	Iteration 37Q: 3 clusters Score -448624.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -448625.093750 Penalty: 4129.111328
	Iteration 38Q: 3 clusters Score -448625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -448625.500000 Penalty: 4129.111328
	Iteration 39Q: 3 clusters Score -448625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -448625.593750 Penalty: 4129.111328
	Iteration 40F: 3 clusters Score -448625.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Entering Unmasked Estep 
Score: -1782362.375000 Penalty: 2382.577637
	Iteration 0F: 2 clusters Score -1782362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1771564.625000 Penalty: 4765.155273
	Iteration 0F: 3 clusters Score -1771565 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1775582.625000 Penalty: 4765.155273
	Iteration 1F: 3 clusters Score -1775583 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1776518.750000 Penalty: 4765.155273
	Iteration 2F: 3 clusters Score -1776519 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1777314.875000 Penalty: 4765.155273
	Iteration 3F: 3 clusters Score -1777315 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1778101.625000 Penalty: 4765.155273
	Iteration 4F: 3 clusters Score -1778102 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1778882.500000 Penalty: 4765.155273
	Iteration 5F: 3 clusters Score -1778882 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1779600.000000 Penalty: 4765.155273
	Iteration 6F: 3 clusters Score -1779600 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1780199.000000 Penalty: 4765.155273
	Iteration 7Q: 3 clusters Score -1780199 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1780754.375000 Penalty: 4765.155273
	Iteration 8Q: 3 clusters Score -1780754 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1781302.625000 Penalty: 4765.155273
	Iteration 9Q: 3 clusters Score -1781303 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1781816.500000 Penalty: 4765.155273
	Iteration 10Q: 3 clusters Score -1781816 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1782238.625000 Penalty: 4765.155273
	Iteration 11Q: 3 clusters Score -1782239 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -1782442.500000 Penalty: 4765.155273
	Iteration 12Q: 3 clusters Score -1782442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1782511.750000 Penalty: 4765.155273
	Iteration 13Q: 3 clusters Score -1782512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1782554.250000 Penalty: 4765.155273
	Iteration 14Q: 3 clusters Score -1782554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1782580.875000 Penalty: 4765.155273
	Iteration 15Q: 3 clusters Score -1782581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1782582.750000 Penalty: 4765.155273
	Iteration 16Q: 3 clusters Score -1782583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1782586.250000 Penalty: 4765.155273
	Iteration 17Q: 3 clusters Score -1782586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1782592.250000 Penalty: 4765.155273
	Iteration 18Q: 3 clusters Score -1782592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1782594.875000 Penalty: 4765.155273
	Iteration 19Q: 3 clusters Score -1782595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1782596.375000 Penalty: 4765.155273
	Iteration 20F: 3 clusters Score -1782596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1782595.875000 Penalty: 4765.155273
	Iteration 21Q: 3 clusters Score -1782596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1782595.875000 Penalty: 4765.155273
	Iteration 22F: 3 clusters Score -1782596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 15821 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 8 contains 5783 members 
Mstep: Class 9 contains 15505 members 
Mstep: Class 10 contains 4809 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 15178 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 7360 members 
Mstep: Class 16 contains 10083 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 1426 members 
Mstep: Class 21 contains 7489 members 
Mstep: Class 22 contains 9402 members 
Mstep: Class 23 contains 11777 members 
Mstep: Class 24 contains 9074 members 
Mstep: Class 25 contains 17861 members 
Mstep: Class 26 contains 2724 members 
Mstep: Class 27 contains 19171 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 2375 members 
Mstep: Class 30 contains 22239 members 
Mstep: Class 31 contains 4423 members 
Mstep: Class 32 contains 13445 members 
Entering Unmasked Estep 
Score: -35716240.000000 Penalty: 100627.492188
Splitting cluster 20 changes total score from -35716812.000000 to -35716240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Entering Unmasked Estep 
Score: -877527.000000 Penalty: 2212.455078
	Iteration 0F: 2 clusters Score -877527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -871444.750000 Penalty: 4424.910156
	Iteration 0F: 3 clusters Score -871444.8 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -873058.312500 Penalty: 4424.910156
	Iteration 1F: 3 clusters Score -873058.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -873330.875000 Penalty: 4424.910156
	Iteration 2F: 3 clusters Score -873330.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -873564.562500 Penalty: 4424.910156
	Iteration 3F: 3 clusters Score -873564.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -873806.687500 Penalty: 4424.910156
	Iteration 4F: 3 clusters Score -873806.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -874033.562500 Penalty: 4424.910156
	Iteration 5Q: 3 clusters Score -874033.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -874275.375000 Penalty: 4424.910156
	Iteration 6Q: 3 clusters Score -874275.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -874489.250000 Penalty: 4424.910156
	Iteration 7Q: 3 clusters Score -874489.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -874684.312500 Penalty: 4424.910156
	Iteration 8Q: 3 clusters Score -874684.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -874868.000000 Penalty: 4424.910156
	Iteration 9Q: 3 clusters Score -874868 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -875036.500000 Penalty: 4424.910156
	Iteration 10Q: 3 clusters Score -875036.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -875176.437500 Penalty: 4424.910156
	Iteration 11Q: 3 clusters Score -875176.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -875272.687500 Penalty: 4424.910156
	Iteration 12Q: 3 clusters Score -875272.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -875350.000000 Penalty: 4424.910156
	Iteration 13Q: 3 clusters Score -875350 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -875404.000000 Penalty: 4424.910156
	Iteration 14Q: 3 clusters Score -875404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -875435.625000 Penalty: 4424.910156
	Iteration 15Q: 3 clusters Score -875435.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -875461.687500 Penalty: 4424.910156
	Iteration 16Q: 3 clusters Score -875461.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -875492.750000 Penalty: 4424.910156
	Iteration 17Q: 3 clusters Score -875492.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -875532.125000 Penalty: 4424.910156
	Iteration 18Q: 3 clusters Score -875532.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -875572.187500 Penalty: 4424.910156
	Iteration 19Q: 3 clusters Score -875572.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -875617.187500 Penalty: 4424.910156
	Iteration 20F: 3 clusters Score -875617.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -875670.875000 Penalty: 4424.910156
	Iteration 21Q: 3 clusters Score -875670.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -875731.062500 Penalty: 4424.910156
	Iteration 22Q: 3 clusters Score -875731.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -875814.812500 Penalty: 4424.910156
	Iteration 23Q: 3 clusters Score -875814.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -875918.312500 Penalty: 4424.910156
	Iteration 24Q: 3 clusters Score -875918.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -876025.000000 Penalty: 4424.910156
	Iteration 25Q: 3 clusters Score -876025 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -876174.250000 Penalty: 4424.910156
	Iteration 26Q: 3 clusters Score -876174.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -876348.375000 Penalty: 4424.910156
	Iteration 27Q: 3 clusters Score -876348.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -876582.750000 Penalty: 4424.910156
	Iteration 28Q: 3 clusters Score -876582.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -876830.312500 Penalty: 4424.910156
	Iteration 29Q: 3 clusters Score -876830.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -877033.125000 Penalty: 4424.910156
	Iteration 30Q: 3 clusters Score -877033.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -877147.625000 Penalty: 4424.910156
	Iteration 31Q: 3 clusters Score -877147.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -877213.000000 Penalty: 4424.910156
	Iteration 32Q: 3 clusters Score -877213 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -877254.062500 Penalty: 4424.910156
	Iteration 33Q: 3 clusters Score -877254.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -877287.625000 Penalty: 4424.910156
	Iteration 34Q: 3 clusters Score -877287.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -877315.000000 Penalty: 4424.910156
	Iteration 35Q: 3 clusters Score -877315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -877330.000000 Penalty: 4424.910156
	Iteration 36Q: 3 clusters Score -877330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -877340.875000 Penalty: 4424.910156
	Iteration 37Q: 3 clusters Score -877340.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -877355.312500 Penalty: 4424.910156
	Iteration 38Q: 3 clusters Score -877355.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -877370.000000 Penalty: 4424.910156
	Iteration 39Q: 3 clusters Score -877370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -877382.250000 Penalty: 4424.910156
	Iteration 40F: 3 clusters Score -877382.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -877385.062500 Penalty: 4424.910156
	Iteration 41Q: 3 clusters Score -877385.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -877391.187500 Penalty: 4424.910156
	Iteration 42Q: 3 clusters Score -877391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -877394.000000 Penalty: 4424.910156
	Iteration 43Q: 3 clusters Score -877394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -877397.312500 Penalty: 4424.910156
	Iteration 44Q: 3 clusters Score -877397.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -877400.812500 Penalty: 4424.910156
	Iteration 45Q: 3 clusters Score -877400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -877401.187500 Penalty: 4424.910156
	Iteration 46Q: 3 clusters Score -877401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -877401.625000 Penalty: 4424.910156
	Iteration 47Q: 3 clusters Score -877401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -877400.937500 Penalty: 4424.910156
	Iteration 48Q: 3 clusters Score -877400.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -877402.000000 Penalty: 4424.910156
	Iteration 49Q: 3 clusters Score -877402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -877401.375000 Penalty: 4424.910156
	Iteration 50Q: 3 clusters Score -877401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -877401.375000 Penalty: 4424.910156
	Iteration 51F: 3 clusters Score -877401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Entering Unmasked Estep 
Score: -1124841.125000 Penalty: 2268.872070
	Iteration 0F: 2 clusters Score -1124841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1117580.500000 Penalty: 4537.744141
	Iteration 0F: 3 clusters Score -1117580 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1119649.500000 Penalty: 4537.744141
	Iteration 1F: 3 clusters Score -1119650 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1120006.500000 Penalty: 4537.744141
	Iteration 2F: 3 clusters Score -1120006 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1120280.500000 Penalty: 4537.744141
	Iteration 3F: 3 clusters Score -1120280 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1120510.250000 Penalty: 4537.744141
	Iteration 4Q: 3 clusters Score -1120510 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1120711.625000 Penalty: 4537.744141
	Iteration 5Q: 3 clusters Score -1120712 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1120894.125000 Penalty: 4537.744141
	Iteration 6Q: 3 clusters Score -1120894 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1121069.125000 Penalty: 4537.744141
	Iteration 7Q: 3 clusters Score -1121069 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1121267.250000 Penalty: 4537.744141
	Iteration 8Q: 3 clusters Score -1121267 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1121495.625000 Penalty: 4537.744141
	Iteration 9Q: 3 clusters Score -1121496 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1121696.000000 Penalty: 4537.744141
	Iteration 10Q: 3 clusters Score -1121696 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1121862.125000 Penalty: 4537.744141
	Iteration 11Q: 3 clusters Score -1121862 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1122007.750000 Penalty: 4537.744141
	Iteration 12Q: 3 clusters Score -1122008 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1122148.750000 Penalty: 4537.744141
	Iteration 13Q: 3 clusters Score -1122149 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1122248.500000 Penalty: 4537.744141
	Iteration 14Q: 3 clusters Score -1122248 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1122332.375000 Penalty: 4537.744141
	Iteration 15Q: 3 clusters Score -1122332 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1122387.125000 Penalty: 4537.744141
	Iteration 16Q: 3 clusters Score -1122387 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1122430.625000 Penalty: 4537.744141
	Iteration 17Q: 3 clusters Score -1122431 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1122465.750000 Penalty: 4537.744141
	Iteration 18Q: 3 clusters Score -1122466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1122491.500000 Penalty: 4537.744141
	Iteration 19Q: 3 clusters Score -1122492 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1122514.750000 Penalty: 4537.744141
	Iteration 20F: 3 clusters Score -1122515 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1122530.375000 Penalty: 4537.744141
	Iteration 21Q: 3 clusters Score -1122530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1122553.125000 Penalty: 4537.744141
	Iteration 22Q: 3 clusters Score -1122553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1122567.375000 Penalty: 4537.744141
	Iteration 23Q: 3 clusters Score -1122567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1122587.000000 Penalty: 4537.744141
	Iteration 24Q: 3 clusters Score -1122587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1122594.875000 Penalty: 4537.744141
	Iteration 25Q: 3 clusters Score -1122595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1122604.000000 Penalty: 4537.744141
	Iteration 26Q: 3 clusters Score -1122604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1122616.625000 Penalty: 4537.744141
	Iteration 27Q: 3 clusters Score -1122617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1122633.875000 Penalty: 4537.744141
	Iteration 28Q: 3 clusters Score -1122634 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1122649.125000 Penalty: 4537.744141
	Iteration 29Q: 3 clusters Score -1122649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1122656.625000 Penalty: 4537.744141
	Iteration 30Q: 3 clusters Score -1122657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1122662.500000 Penalty: 4537.744141
	Iteration 31Q: 3 clusters Score -1122662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1122665.750000 Penalty: 4537.744141
	Iteration 32Q: 3 clusters Score -1122666 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1122674.500000 Penalty: 4537.744141
	Iteration 33Q: 3 clusters Score -1122674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1122675.500000 Penalty: 4537.744141
	Iteration 34Q: 3 clusters Score -1122676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1122673.625000 Penalty: 4537.744141
	Iteration 35Q: 3 clusters Score -1122674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1122680.125000 Penalty: 4537.744141
	Iteration 36Q: 3 clusters Score -1122680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1122685.625000 Penalty: 4537.744141
	Iteration 37Q: 3 clusters Score -1122686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1122688.250000 Penalty: 4537.744141
	Iteration 38Q: 3 clusters Score -1122688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1122693.375000 Penalty: 4537.744141
	Iteration 39Q: 3 clusters Score -1122693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1122697.000000 Penalty: 4537.744141
	Iteration 40F: 3 clusters Score -1122697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1122699.250000 Penalty: 4537.744141
	Iteration 41Q: 3 clusters Score -1122699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1122703.625000 Penalty: 4537.744141
	Iteration 42Q: 3 clusters Score -1122704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1122705.000000 Penalty: 4537.744141
	Iteration 43Q: 3 clusters Score -1122705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1122707.000000 Penalty: 4537.744141
	Iteration 44Q: 3 clusters Score -1122707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1122706.000000 Penalty: 4537.744141
	Iteration 45Q: 3 clusters Score -1122706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1122709.625000 Penalty: 4537.744141
	Iteration 46Q: 3 clusters Score -1122710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1122710.875000 Penalty: 4537.744141
	Iteration 47Q: 3 clusters Score -1122711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1122709.750000 Penalty: 4537.744141
	Iteration 48Q: 3 clusters Score -1122710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1122709.125000 Penalty: 4537.744141
	Iteration 49Q: 3 clusters Score -1122709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1122707.875000 Penalty: 4537.744141
	Iteration 50Q: 3 clusters Score -1122708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1122708.250000 Penalty: 4537.744141
	Iteration 51Q: 3 clusters Score -1122708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1122708.125000 Penalty: 4537.744141
	Iteration 52Q: 3 clusters Score -1122708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1122708.125000 Penalty: 4537.744141
	Iteration 53F: 3 clusters Score -1122708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Entering Unmasked Estep 
Score: -1443883.500000 Penalty: 2324.728027
	Iteration 0F: 2 clusters Score -1443884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1435094.125000 Penalty: 4649.456055
	Iteration 0F: 3 clusters Score -1435094 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1437632.750000 Penalty: 4649.456055
	Iteration 1F: 3 clusters Score -1437633 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1437977.125000 Penalty: 4649.456055
	Iteration 2F: 3 clusters Score -1437977 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1438261.375000 Penalty: 4649.456055
	Iteration 3F: 3 clusters Score -1438261 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1438509.750000 Penalty: 4649.456055
	Iteration 4Q: 3 clusters Score -1438510 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1438725.500000 Penalty: 4649.456055
	Iteration 5Q: 3 clusters Score -1438726 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1438922.750000 Penalty: 4649.456055
	Iteration 6Q: 3 clusters Score -1438923 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1439096.375000 Penalty: 4649.456055
	Iteration 7Q: 3 clusters Score -1439096 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1439245.625000 Penalty: 4649.456055
	Iteration 8Q: 3 clusters Score -1439246 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1439389.750000 Penalty: 4649.456055
	Iteration 9Q: 3 clusters Score -1439390 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1439525.500000 Penalty: 4649.456055
	Iteration 10Q: 3 clusters Score -1439526 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1439642.250000 Penalty: 4649.456055
	Iteration 11Q: 3 clusters Score -1439642 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1439766.875000 Penalty: 4649.456055
	Iteration 12Q: 3 clusters Score -1439767 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1439880.000000 Penalty: 4649.456055
	Iteration 13Q: 3 clusters Score -1439880 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1440004.500000 Penalty: 4649.456055
	Iteration 14Q: 3 clusters Score -1440004 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1440117.750000 Penalty: 4649.456055
	Iteration 15Q: 3 clusters Score -1440118 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1440252.875000 Penalty: 4649.456055
	Iteration 16Q: 3 clusters Score -1440253 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1440377.000000 Penalty: 4649.456055
	Iteration 17Q: 3 clusters Score -1440377 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1440485.375000 Penalty: 4649.456055
	Iteration 18Q: 3 clusters Score -1440485 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1440598.875000 Penalty: 4649.456055
	Iteration 19Q: 3 clusters Score -1440599 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1440688.875000 Penalty: 4649.456055
	Iteration 20F: 3 clusters Score -1440689 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1440749.250000 Penalty: 4649.456055
	Iteration 21Q: 3 clusters Score -1440749 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1440821.625000 Penalty: 4649.456055
	Iteration 22Q: 3 clusters Score -1440822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1440869.125000 Penalty: 4649.456055
	Iteration 23Q: 3 clusters Score -1440869 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1440919.625000 Penalty: 4649.456055
	Iteration 24Q: 3 clusters Score -1440920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1440965.375000 Penalty: 4649.456055
	Iteration 25Q: 3 clusters Score -1440965 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1441007.875000 Penalty: 4649.456055
	Iteration 26Q: 3 clusters Score -1441008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1441056.375000 Penalty: 4649.456055
	Iteration 27Q: 3 clusters Score -1441056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1441120.000000 Penalty: 4649.456055
	Iteration 28Q: 3 clusters Score -1441120 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1441196.500000 Penalty: 4649.456055
	Iteration 29Q: 3 clusters Score -1441196 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1441258.500000 Penalty: 4649.456055
	Iteration 30Q: 3 clusters Score -1441258 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1441319.250000 Penalty: 4649.456055
	Iteration 31Q: 3 clusters Score -1441319 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1441384.875000 Penalty: 4649.456055
	Iteration 32Q: 3 clusters Score -1441385 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1441456.375000 Penalty: 4649.456055
	Iteration 33Q: 3 clusters Score -1441456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1441519.250000 Penalty: 4649.456055
	Iteration 34Q: 3 clusters Score -1441519 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1441575.500000 Penalty: 4649.456055
	Iteration 35Q: 3 clusters Score -1441576 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1441637.250000 Penalty: 4649.456055
	Iteration 36Q: 3 clusters Score -1441637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1441694.250000 Penalty: 4649.456055
	Iteration 37Q: 3 clusters Score -1441694 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1441742.500000 Penalty: 4649.456055
	Iteration 38Q: 3 clusters Score -1441742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1441771.000000 Penalty: 4649.456055
	Iteration 39Q: 3 clusters Score -1441771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1441793.500000 Penalty: 4649.456055
	Iteration 40F: 3 clusters Score -1441794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1441817.375000 Penalty: 4649.456055
	Iteration 41Q: 3 clusters Score -1441817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1441835.250000 Penalty: 4649.456055
	Iteration 42Q: 3 clusters Score -1441835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1441855.250000 Penalty: 4649.456055
	Iteration 43Q: 3 clusters Score -1441855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1441872.875000 Penalty: 4649.456055
	Iteration 44Q: 3 clusters Score -1441873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1441887.250000 Penalty: 4649.456055
	Iteration 45Q: 3 clusters Score -1441887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1441898.375000 Penalty: 4649.456055
	Iteration 46Q: 3 clusters Score -1441898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1441906.375000 Penalty: 4649.456055
	Iteration 47Q: 3 clusters Score -1441906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1441912.750000 Penalty: 4649.456055
	Iteration 48Q: 3 clusters Score -1441913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1441921.500000 Penalty: 4649.456055
	Iteration 49Q: 3 clusters Score -1441922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1441928.750000 Penalty: 4649.456055
	Iteration 50Q: 3 clusters Score -1441929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1441935.500000 Penalty: 4649.456055
	Iteration 51Q: 3 clusters Score -1441936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1441940.500000 Penalty: 4649.456055
	Iteration 52Q: 3 clusters Score -1441940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1441943.750000 Penalty: 4649.456055
	Iteration 53Q: 3 clusters Score -1441944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1441948.875000 Penalty: 4649.456055
	Iteration 54Q: 3 clusters Score -1441949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1441952.750000 Penalty: 4649.456055
	Iteration 55Q: 3 clusters Score -1441953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1441956.375000 Penalty: 4649.456055
	Iteration 56Q: 3 clusters Score -1441956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1441959.875000 Penalty: 4649.456055
	Iteration 57Q: 3 clusters Score -1441960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1441964.875000 Penalty: 4649.456055
	Iteration 58Q: 3 clusters Score -1441965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1441971.750000 Penalty: 4649.456055
	Iteration 59Q: 3 clusters Score -1441972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1441982.500000 Penalty: 4649.456055
	Iteration 60F: 3 clusters Score -1441982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1441985.000000 Penalty: 4649.456055
	Iteration 61Q: 3 clusters Score -1441985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1441987.750000 Penalty: 4649.456055
	Iteration 62Q: 3 clusters Score -1441988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1441992.625000 Penalty: 4649.456055
	Iteration 63Q: 3 clusters Score -1441993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1441996.625000 Penalty: 4649.456055
	Iteration 64Q: 3 clusters Score -1441997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1441995.500000 Penalty: 4649.456055
	Iteration 65Q: 3 clusters Score -1441996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1441998.875000 Penalty: 4649.456055
	Iteration 66Q: 3 clusters Score -1441999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1441998.875000 Penalty: 4649.456055
	Iteration 67F: 3 clusters Score -1441999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Entering Unmasked Estep 
Score: -971728.437500 Penalty: 2260.065918
	Iteration 0F: 2 clusters Score -971728.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -964576.500000 Penalty: 4520.131836
	Iteration 0F: 3 clusters Score -964576.5 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -966664.812500 Penalty: 4520.131836
	Iteration 1F: 3 clusters Score -966664.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -967091.937500 Penalty: 4520.131836
	Iteration 2F: 3 clusters Score -967091.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -967460.625000 Penalty: 4520.131836
	Iteration 3F: 3 clusters Score -967460.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -967829.687500 Penalty: 4520.131836
	Iteration 4F: 3 clusters Score -967829.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -968185.000000 Penalty: 4520.131836
	Iteration 5F: 3 clusters Score -968185 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -968496.562500 Penalty: 4520.131836
	Iteration 6F: 3 clusters Score -968496.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -968737.937500 Penalty: 4520.131836
	Iteration 7Q: 3 clusters Score -968737.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -968934.000000 Penalty: 4520.131836
	Iteration 8Q: 3 clusters Score -968934 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -969093.625000 Penalty: 4520.131836
	Iteration 9Q: 3 clusters Score -969093.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -969234.562500 Penalty: 4520.131836
	Iteration 10Q: 3 clusters Score -969234.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -969366.687500 Penalty: 4520.131836
	Iteration 11Q: 3 clusters Score -969366.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -969461.875000 Penalty: 4520.131836
	Iteration 12Q: 3 clusters Score -969461.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -969551.500000 Penalty: 4520.131836
	Iteration 13Q: 3 clusters Score -969551.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -969635.375000 Penalty: 4520.131836
	Iteration 14Q: 3 clusters Score -969635.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -969685.437500 Penalty: 4520.131836
	Iteration 15Q: 3 clusters Score -969685.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -969719.437500 Penalty: 4520.131836
	Iteration 16Q: 3 clusters Score -969719.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -969751.625000 Penalty: 4520.131836
	Iteration 17Q: 3 clusters Score -969751.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -969776.812500 Penalty: 4520.131836
	Iteration 18Q: 3 clusters Score -969776.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -969794.750000 Penalty: 4520.131836
	Iteration 19Q: 3 clusters Score -969794.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -969806.500000 Penalty: 4520.131836
	Iteration 20F: 3 clusters Score -969806.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -969815.875000 Penalty: 4520.131836
	Iteration 21Q: 3 clusters Score -969815.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -969826.187500 Penalty: 4520.131836
	Iteration 22Q: 3 clusters Score -969826.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -969831.000000 Penalty: 4520.131836
	Iteration 23Q: 3 clusters Score -969831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -969835.250000 Penalty: 4520.131836
	Iteration 24Q: 3 clusters Score -969835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -969842.062500 Penalty: 4520.131836
	Iteration 25Q: 3 clusters Score -969842.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -969846.937500 Penalty: 4520.131836
	Iteration 26Q: 3 clusters Score -969846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -969849.812500 Penalty: 4520.131836
	Iteration 27Q: 3 clusters Score -969849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -969852.687500 Penalty: 4520.131836
	Iteration 28Q: 3 clusters Score -969852.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -969861.437500 Penalty: 4520.131836
	Iteration 29Q: 3 clusters Score -969861.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -969863.312500 Penalty: 4520.131836
	Iteration 30Q: 3 clusters Score -969863.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -969868.812500 Penalty: 4520.131836
	Iteration 31Q: 3 clusters Score -969868.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -969868.937500 Penalty: 4520.131836
	Iteration 32Q: 3 clusters Score -969868.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -969869.687500 Penalty: 4520.131836
	Iteration 33Q: 3 clusters Score -969869.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -969870.812500 Penalty: 4520.131836
	Iteration 34Q: 3 clusters Score -969870.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -969872.000000 Penalty: 4520.131836
	Iteration 35Q: 3 clusters Score -969872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -969876.625000 Penalty: 4520.131836
	Iteration 36Q: 3 clusters Score -969876.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -969877.937500 Penalty: 4520.131836
	Iteration 37Q: 3 clusters Score -969877.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -969880.500000 Penalty: 4520.131836
	Iteration 38Q: 3 clusters Score -969880.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -969880.187500 Penalty: 4520.131836
	Iteration 39Q: 3 clusters Score -969880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -969881.437500 Penalty: 4520.131836
	Iteration 40F: 3 clusters Score -969881.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -969882.687500 Penalty: 4520.131836
	Iteration 41Q: 3 clusters Score -969882.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -969884.250000 Penalty: 4520.131836
	Iteration 42Q: 3 clusters Score -969884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -969885.437500 Penalty: 4520.131836
	Iteration 43Q: 3 clusters Score -969885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -969886.812500 Penalty: 4520.131836
	Iteration 44Q: 3 clusters Score -969886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -969888.937500 Penalty: 4520.131836
	Iteration 45Q: 3 clusters Score -969888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -969891.937500 Penalty: 4520.131836
	Iteration 46Q: 3 clusters Score -969891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -969891.625000 Penalty: 4520.131836
	Iteration 47Q: 3 clusters Score -969891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -969891.562500 Penalty: 4520.131836
	Iteration 48Q: 3 clusters Score -969891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -969891.562500 Penalty: 4520.131836
	Iteration 49F: 3 clusters Score -969891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Entering Unmasked Estep 
Score: -2117661.750000 Penalty: 2428.012939
	Iteration 0F: 2 clusters Score -2117662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2105026.250000 Penalty: 4856.025879
	Iteration 0F: 3 clusters Score -2105026 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2109196.250000 Penalty: 4856.025879
	Iteration 1F: 3 clusters Score -2109196 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2109616.250000 Penalty: 4856.025879
	Iteration 2F: 3 clusters Score -2109616 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2109970.000000 Penalty: 4856.025879
	Iteration 3Q: 3 clusters Score -2109970 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2110314.000000 Penalty: 4856.025879
	Iteration 4Q: 3 clusters Score -2110314 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2110659.500000 Penalty: 4856.025879
	Iteration 5Q: 3 clusters Score -2110660 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2111034.000000 Penalty: 4856.025879
	Iteration 6Q: 3 clusters Score -2111034 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2111463.250000 Penalty: 4856.025879
	Iteration 7Q: 3 clusters Score -2111463 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2111925.250000 Penalty: 4856.025879
	Iteration 8Q: 3 clusters Score -2111925 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2112395.000000 Penalty: 4856.025879
	Iteration 9Q: 3 clusters Score -2112395 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2112761.750000 Penalty: 4856.025879
	Iteration 10Q: 3 clusters Score -2112762 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2113033.750000 Penalty: 4856.025879
	Iteration 11Q: 3 clusters Score -2113034 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2113277.000000 Penalty: 4856.025879
	Iteration 12Q: 3 clusters Score -2113277 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2113521.500000 Penalty: 4856.025879
	Iteration 13Q: 3 clusters Score -2113522 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2113746.250000 Penalty: 4856.025879
	Iteration 14Q: 3 clusters Score -2113746 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2113970.750000 Penalty: 4856.025879
	Iteration 15Q: 3 clusters Score -2113971 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2114139.750000 Penalty: 4856.025879
	Iteration 16Q: 3 clusters Score -2114140 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -2114256.750000 Penalty: 4856.025879
	Iteration 17Q: 3 clusters Score -2114257 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2114384.000000 Penalty: 4856.025879
	Iteration 18Q: 3 clusters Score -2114384 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2114494.250000 Penalty: 4856.025879
	Iteration 19Q: 3 clusters Score -2114494 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2114579.000000 Penalty: 4856.025879
	Iteration 20F: 3 clusters Score -2114579 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2114683.750000 Penalty: 4856.025879
	Iteration 21Q: 3 clusters Score -2114684 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2114786.250000 Penalty: 4856.025879
	Iteration 22Q: 3 clusters Score -2114786 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2114889.000000 Penalty: 4856.025879
	Iteration 23Q: 3 clusters Score -2114889 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2114996.250000 Penalty: 4856.025879
	Iteration 24Q: 3 clusters Score -2114996 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2115105.000000 Penalty: 4856.025879
	Iteration 25Q: 3 clusters Score -2115105 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2115198.000000 Penalty: 4856.025879
	Iteration 26Q: 3 clusters Score -2115198 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2115306.000000 Penalty: 4856.025879
	Iteration 27Q: 3 clusters Score -2115306 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2115421.000000 Penalty: 4856.025879
	Iteration 28Q: 3 clusters Score -2115421 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2115505.750000 Penalty: 4856.025879
	Iteration 29Q: 3 clusters Score -2115506 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2115584.500000 Penalty: 4856.025879
	Iteration 30Q: 3 clusters Score -2115584 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2115639.250000 Penalty: 4856.025879
	Iteration 31Q: 3 clusters Score -2115639 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2115682.750000 Penalty: 4856.025879
	Iteration 32Q: 3 clusters Score -2115683 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2115718.250000 Penalty: 4856.025879
	Iteration 33Q: 3 clusters Score -2115718 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2115766.000000 Penalty: 4856.025879
	Iteration 34Q: 3 clusters Score -2115766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2115809.250000 Penalty: 4856.025879
	Iteration 35Q: 3 clusters Score -2115809 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2115845.500000 Penalty: 4856.025879
	Iteration 36Q: 3 clusters Score -2115846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2115884.250000 Penalty: 4856.025879
	Iteration 37Q: 3 clusters Score -2115884 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2115917.250000 Penalty: 4856.025879
	Iteration 38Q: 3 clusters Score -2115917 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2115948.250000 Penalty: 4856.025879
	Iteration 39Q: 3 clusters Score -2115948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2115970.750000 Penalty: 4856.025879
	Iteration 40F: 3 clusters Score -2115971 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2115995.000000 Penalty: 4856.025879
	Iteration 41Q: 3 clusters Score -2115995 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2116006.250000 Penalty: 4856.025879
	Iteration 42Q: 3 clusters Score -2116006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2116018.500000 Penalty: 4856.025879
	Iteration 43Q: 3 clusters Score -2116018 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2116036.500000 Penalty: 4856.025879
	Iteration 44Q: 3 clusters Score -2116036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2116050.000000 Penalty: 4856.025879
	Iteration 45Q: 3 clusters Score -2116050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2116057.000000 Penalty: 4856.025879
	Iteration 46Q: 3 clusters Score -2116057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2116071.250000 Penalty: 4856.025879
	Iteration 47Q: 3 clusters Score -2116071 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2116073.000000 Penalty: 4856.025879
	Iteration 48Q: 3 clusters Score -2116073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2116074.000000 Penalty: 4856.025879
	Iteration 49Q: 3 clusters Score -2116074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2116081.000000 Penalty: 4856.025879
	Iteration 50Q: 3 clusters Score -2116081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2116086.750000 Penalty: 4856.025879
	Iteration 51Q: 3 clusters Score -2116087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2116087.750000 Penalty: 4856.025879
	Iteration 52Q: 3 clusters Score -2116088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2116088.000000 Penalty: 4856.025879
	Iteration 53Q: 3 clusters Score -2116088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2116091.500000 Penalty: 4856.025879
	Iteration 54Q: 3 clusters Score -2116092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2116097.500000 Penalty: 4856.025879
	Iteration 55Q: 3 clusters Score -2116098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2116101.500000 Penalty: 4856.025879
	Iteration 56Q: 3 clusters Score -2116102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2116107.250000 Penalty: 4856.025879
	Iteration 57Q: 3 clusters Score -2116107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2116106.250000 Penalty: 4856.025879
	Iteration 58Q: 3 clusters Score -2116106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2116109.250000 Penalty: 4856.025879
	Iteration 59Q: 3 clusters Score -2116109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2116112.250000 Penalty: 4856.025879
	Iteration 60F: 3 clusters Score -2116112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2116114.250000 Penalty: 4856.025879
	Iteration 61Q: 3 clusters Score -2116114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2116124.000000 Penalty: 4856.025879
	Iteration 62Q: 3 clusters Score -2116124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2116121.500000 Penalty: 4856.025879
	Iteration 63Q: 3 clusters Score -2116122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2116122.250000 Penalty: 4856.025879
	Iteration 64Q: 3 clusters Score -2116122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2116125.500000 Penalty: 4856.025879
	Iteration 65Q: 3 clusters Score -2116126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2116123.750000 Penalty: 4856.025879
	Iteration 66Q: 3 clusters Score -2116124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2116122.750000 Penalty: 4856.025879
	Iteration 67Q: 3 clusters Score -2116123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2116125.250000 Penalty: 4856.025879
	Iteration 68Q: 3 clusters Score -2116125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2116126.750000 Penalty: 4856.025879
	Iteration 69Q: 3 clusters Score -2116127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2116129.000000 Penalty: 4856.025879
	Iteration 70Q: 3 clusters Score -2116129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2116134.000000 Penalty: 4856.025879
	Iteration 71Q: 3 clusters Score -2116134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2116136.000000 Penalty: 4856.025879
	Iteration 72Q: 3 clusters Score -2116136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2116136.250000 Penalty: 4856.025879
	Iteration 73Q: 3 clusters Score -2116136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2116142.250000 Penalty: 4856.025879
	Iteration 74Q: 3 clusters Score -2116142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2116139.000000 Penalty: 4856.025879
	Iteration 75Q: 3 clusters Score -2116139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2116143.500000 Penalty: 4856.025879
	Iteration 76Q: 3 clusters Score -2116144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2116142.500000 Penalty: 4856.025879
	Iteration 77Q: 3 clusters Score -2116142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2116141.500000 Penalty: 4856.025879
	Iteration 78Q: 3 clusters Score -2116142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2116140.750000 Penalty: 4856.025879
	Iteration 79Q: 3 clusters Score -2116141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2116142.500000 Penalty: 4856.025879
	Iteration 80F: 3 clusters Score -2116142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2116141.250000 Penalty: 4856.025879
	Iteration 81Q: 3 clusters Score -2116141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2116141.250000 Penalty: 4856.025879
	Iteration 82Q: 3 clusters Score -2116141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2116142.750000 Penalty: 4856.025879
	Iteration 83Q: 3 clusters Score -2116143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2116141.000000 Penalty: 4856.025879
	Iteration 84Q: 3 clusters Score -2116141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2116140.000000 Penalty: 4856.025879
	Iteration 85Q: 3 clusters Score -2116140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2116142.500000 Penalty: 4856.025879
	Iteration 86Q: 3 clusters Score -2116142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2116147.750000 Penalty: 4856.025879
	Iteration 87Q: 3 clusters Score -2116148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2116150.250000 Penalty: 4856.025879
	Iteration 88Q: 3 clusters Score -2116150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2116143.250000 Penalty: 4856.025879
	Iteration 89Q: 3 clusters Score -2116143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2116143.500000 Penalty: 4856.025879
	Iteration 90Q: 3 clusters Score -2116144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2116146.750000 Penalty: 4856.025879
	Iteration 91Q: 3 clusters Score -2116147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2116150.250000 Penalty: 4856.025879
	Iteration 92Q: 3 clusters Score -2116150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2116146.000000 Penalty: 4856.025879
	Iteration 93Q: 3 clusters Score -2116146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2116149.750000 Penalty: 4856.025879
	Iteration 94Q: 3 clusters Score -2116150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2116148.250000 Penalty: 4856.025879
	Iteration 95Q: 3 clusters Score -2116148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2116149.500000 Penalty: 4856.025879
	Iteration 96Q: 3 clusters Score -2116150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2116147.250000 Penalty: 4856.025879
	Iteration 97Q: 3 clusters Score -2116147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2116152.750000 Penalty: 4856.025879
	Iteration 98Q: 3 clusters Score -2116153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2116152.000000 Penalty: 4856.025879
	Iteration 99Q: 3 clusters Score -2116152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2116149.500000 Penalty: 4856.025879
	Iteration 100F: 3 clusters Score -2116150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2116152.500000 Penalty: 4856.025879
	Iteration 101Q: 3 clusters Score -2116152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2116151.500000 Penalty: 4856.025879
	Iteration 102Q: 3 clusters Score -2116152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2116148.750000 Penalty: 4856.025879
	Iteration 103Q: 3 clusters Score -2116149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2116152.500000 Penalty: 4856.025879
	Iteration 104Q: 3 clusters Score -2116152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2116152.250000 Penalty: 4856.025879
	Iteration 105Q: 3 clusters Score -2116152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2116148.000000 Penalty: 4856.025879
	Iteration 106Q: 3 clusters Score -2116148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2116151.000000 Penalty: 4856.025879
	Iteration 107Q: 3 clusters Score -2116151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2116152.000000 Penalty: 4856.025879
	Iteration 108Q: 3 clusters Score -2116152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2116153.250000 Penalty: 4856.025879
	Iteration 109Q: 3 clusters Score -2116153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2116149.750000 Penalty: 4856.025879
	Iteration 110Q: 3 clusters Score -2116150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2116149.500000 Penalty: 4856.025879
	Iteration 111Q: 3 clusters Score -2116150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2116148.500000 Penalty: 4856.025879
	Iteration 112Q: 3 clusters Score -2116148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2116148.250000 Penalty: 4856.025879
	Iteration 113Q: 3 clusters Score -2116148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2116148.250000 Penalty: 4856.025879
	Iteration 114F: 3 clusters Score -2116148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -322871.968750 Penalty: 1961.644531
	Iteration 0F: 2 clusters Score -322872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -319799.125000 Penalty: 3923.289062
	Iteration 0F: 3 clusters Score -319799.1 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -320393.218750 Penalty: 3923.289062
	Iteration 1F: 3 clusters Score -320393.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -320539.687500 Penalty: 3923.289062
	Iteration 2F: 3 clusters Score -320539.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -320620.281250 Penalty: 3923.289062
	Iteration 3Q: 3 clusters Score -320620.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -320681.187500 Penalty: 3923.289062
	Iteration 4Q: 3 clusters Score -320681.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -320724.437500 Penalty: 3923.289062
	Iteration 5Q: 3 clusters Score -320724.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -320746.781250 Penalty: 3923.289062
	Iteration 6Q: 3 clusters Score -320746.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -320765.000000 Penalty: 3923.289062
	Iteration 7Q: 3 clusters Score -320765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -320783.968750 Penalty: 3923.289062
	Iteration 8Q: 3 clusters Score -320784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -320800.531250 Penalty: 3923.289062
	Iteration 9Q: 3 clusters Score -320800.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -320813.500000 Penalty: 3923.289062
	Iteration 10Q: 3 clusters Score -320813.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -320833.250000 Penalty: 3923.289062
	Iteration 11Q: 3 clusters Score -320833.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -320856.531250 Penalty: 3923.289062
	Iteration 12Q: 3 clusters Score -320856.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -320877.687500 Penalty: 3923.289062
	Iteration 13Q: 3 clusters Score -320877.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -320898.406250 Penalty: 3923.289062
	Iteration 14Q: 3 clusters Score -320898.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -320918.562500 Penalty: 3923.289062
	Iteration 15Q: 3 clusters Score -320918.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -320944.531250 Penalty: 3923.289062
	Iteration 16Q: 3 clusters Score -320944.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -320964.593750 Penalty: 3923.289062
	Iteration 17Q: 3 clusters Score -320964.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -320980.343750 Penalty: 3923.289062
	Iteration 18Q: 3 clusters Score -320980.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -321000.906250 Penalty: 3923.289062
	Iteration 19Q: 3 clusters Score -321000.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -321020.750000 Penalty: 3923.289062
	Iteration 20F: 3 clusters Score -321020.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -321031.937500 Penalty: 3923.289062
	Iteration 21Q: 3 clusters Score -321031.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321036.531250 Penalty: 3923.289062
	Iteration 22Q: 3 clusters Score -321036.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -321041.687500 Penalty: 3923.289062
	Iteration 23Q: 3 clusters Score -321041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -321042.656250 Penalty: 3923.289062
	Iteration 24Q: 3 clusters Score -321042.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -321042.656250 Penalty: 3923.289062
	Iteration 25F: 3 clusters Score -321042.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Entering Unmasked Estep 
Score: -2316782.250000 Penalty: 2445.566162
	Iteration 0F: 2 clusters Score -2316782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2303186.000000 Penalty: 4891.132324
	Iteration 0F: 3 clusters Score -2303186 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2307768.500000 Penalty: 4891.132324
	Iteration 1F: 3 clusters Score -2307768 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2308349.750000 Penalty: 4891.132324
	Iteration 2F: 3 clusters Score -2308350 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2308873.000000 Penalty: 4891.132324
	Iteration 3F: 3 clusters Score -2308873 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2309315.000000 Penalty: 4891.132324
	Iteration 4Q: 3 clusters Score -2309315 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2309735.250000 Penalty: 4891.132324
	Iteration 5Q: 3 clusters Score -2309735 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2310114.250000 Penalty: 4891.132324
	Iteration 6Q: 3 clusters Score -2310114 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2310492.000000 Penalty: 4891.132324
	Iteration 7Q: 3 clusters Score -2310492 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2310845.250000 Penalty: 4891.132324
	Iteration 8Q: 3 clusters Score -2310845 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2311146.250000 Penalty: 4891.132324
	Iteration 9Q: 3 clusters Score -2311146 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2311388.500000 Penalty: 4891.132324
	Iteration 10Q: 3 clusters Score -2311388 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2311570.750000 Penalty: 4891.132324
	Iteration 11Q: 3 clusters Score -2311571 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2311748.000000 Penalty: 4891.132324
	Iteration 12Q: 3 clusters Score -2311748 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2311890.750000 Penalty: 4891.132324
	Iteration 13Q: 3 clusters Score -2311891 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2312021.250000 Penalty: 4891.132324
	Iteration 14Q: 3 clusters Score -2312021 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2312125.500000 Penalty: 4891.132324
	Iteration 15Q: 3 clusters Score -2312126 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2312209.750000 Penalty: 4891.132324
	Iteration 16Q: 3 clusters Score -2312210 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2312289.000000 Penalty: 4891.132324
	Iteration 17Q: 3 clusters Score -2312289 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2312346.250000 Penalty: 4891.132324
	Iteration 18Q: 3 clusters Score -2312346 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2312407.250000 Penalty: 4891.132324
	Iteration 19Q: 3 clusters Score -2312407 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2312454.750000 Penalty: 4891.132324
	Iteration 20F: 3 clusters Score -2312455 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2312498.000000 Penalty: 4891.132324
	Iteration 21Q: 3 clusters Score -2312498 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2312527.000000 Penalty: 4891.132324
	Iteration 22Q: 3 clusters Score -2312527 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2312561.750000 Penalty: 4891.132324
	Iteration 23Q: 3 clusters Score -2312562 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2312594.250000 Penalty: 4891.132324
	Iteration 24Q: 3 clusters Score -2312594 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2312624.750000 Penalty: 4891.132324
	Iteration 25Q: 3 clusters Score -2312625 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2312652.750000 Penalty: 4891.132324
	Iteration 26Q: 3 clusters Score -2312653 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2312672.500000 Penalty: 4891.132324
	Iteration 27Q: 3 clusters Score -2312672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2312696.500000 Penalty: 4891.132324
	Iteration 28Q: 3 clusters Score -2312696 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2312727.000000 Penalty: 4891.132324
	Iteration 29Q: 3 clusters Score -2312727 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2312752.250000 Penalty: 4891.132324
	Iteration 30Q: 3 clusters Score -2312752 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2312778.250000 Penalty: 4891.132324
	Iteration 31Q: 3 clusters Score -2312778 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2312806.000000 Penalty: 4891.132324
	Iteration 32Q: 3 clusters Score -2312806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2312813.250000 Penalty: 4891.132324
	Iteration 33Q: 3 clusters Score -2312813 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2312824.500000 Penalty: 4891.132324
	Iteration 34Q: 3 clusters Score -2312824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2312853.500000 Penalty: 4891.132324
	Iteration 35Q: 3 clusters Score -2312854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2312874.750000 Penalty: 4891.132324
	Iteration 36Q: 3 clusters Score -2312875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2312899.500000 Penalty: 4891.132324
	Iteration 37Q: 3 clusters Score -2312900 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2312916.250000 Penalty: 4891.132324
	Iteration 38Q: 3 clusters Score -2312916 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2312942.000000 Penalty: 4891.132324
	Iteration 39Q: 3 clusters Score -2312942 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2312956.000000 Penalty: 4891.132324
	Iteration 40F: 3 clusters Score -2312956 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2312985.750000 Penalty: 4891.132324
	Iteration 41Q: 3 clusters Score -2312986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2313008.750000 Penalty: 4891.132324
	Iteration 42Q: 3 clusters Score -2313009 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2313045.500000 Penalty: 4891.132324
	Iteration 43Q: 3 clusters Score -2313046 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2313057.750000 Penalty: 4891.132324
	Iteration 44Q: 3 clusters Score -2313058 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2313083.750000 Penalty: 4891.132324
	Iteration 45Q: 3 clusters Score -2313084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2313118.500000 Penalty: 4891.132324
	Iteration 46Q: 3 clusters Score -2313118 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2313157.250000 Penalty: 4891.132324
	Iteration 47Q: 3 clusters Score -2313157 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2313186.750000 Penalty: 4891.132324
	Iteration 48Q: 3 clusters Score -2313187 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2313236.750000 Penalty: 4891.132324
	Iteration 49Q: 3 clusters Score -2313237 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2313280.750000 Penalty: 4891.132324
	Iteration 50Q: 3 clusters Score -2313281 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2313333.250000 Penalty: 4891.132324
	Iteration 51Q: 3 clusters Score -2313333 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2313366 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2313421.500000 Penalty: 4891.132324
	Iteration 53Q: 3 clusters Score -2313422 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2313474.250000 Penalty: 4891.132324
	Iteration 54Q: 3 clusters Score -2313474 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2313514.500000 Penalty: 4891.132324
	Iteration 55Q: 3 clusters Score -2313514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2313549.750000 Penalty: 4891.132324
	Iteration 56Q: 3 clusters Score -2313550 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2313594.750000 Penalty: 4891.132324
	Iteration 57Q: 3 clusters Score -2313595 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2313637.000000 Penalty: 4891.132324
	Iteration 58Q: 3 clusters Score -2313637 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2313689.500000 Penalty: 4891.132324
	Iteration 59Q: 3 clusters Score -2313690 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2313727.250000 Penalty: 4891.132324
	Iteration 60F: 3 clusters Score -2313727 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2313770 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2313826.500000 Penalty: 4891.132324
	Iteration 62Q: 3 clusters Score -2313826 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2313875 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2313911.750000 Penalty: 4891.132324
	Iteration 64Q: 3 clusters Score -2313912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2313948.250000 Penalty: 4891.132324
	Iteration 65Q: 3 clusters Score -2313948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2313977.250000 Penalty: 4891.132324
	Iteration 66Q: 3 clusters Score -2313977 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2314013.750000 Penalty: 4891.132324
	Iteration 67Q: 3 clusters Score -2314014 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2314040.750000 Penalty: 4891.132324
	Iteration 68Q: 3 clusters Score -2314041 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2314078.500000 Penalty: 4891.132324
	Iteration 69Q: 3 clusters Score -2314078 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2314124.000000 Penalty: 4891.132324
	Iteration 70Q: 3 clusters Score -2314124 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2314159.750000 Penalty: 4891.132324
	Iteration 71Q: 3 clusters Score -2314160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2314181.750000 Penalty: 4891.132324
	Iteration 72Q: 3 clusters Score -2314182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2314215 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2314247.500000 Penalty: 4891.132324
	Iteration 74Q: 3 clusters Score -2314248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2314270.500000 Penalty: 4891.132324
	Iteration 75Q: 3 clusters Score -2314270 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2314296.000000 Penalty: 4891.132324
	Iteration 76Q: 3 clusters Score -2314296 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2314328.750000 Penalty: 4891.132324
	Iteration 77Q: 3 clusters Score -2314329 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2314349.000000 Penalty: 4891.132324
	Iteration 78Q: 3 clusters Score -2314349 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2314371.750000 Penalty: 4891.132324
	Iteration 79Q: 3 clusters Score -2314372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2314397.250000 Penalty: 4891.132324
	Iteration 80F: 3 clusters Score -2314397 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2314428.500000 Penalty: 4891.132324
	Iteration 81Q: 3 clusters Score -2314428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2314450.500000 Penalty: 4891.132324
	Iteration 82Q: 3 clusters Score -2314450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2314486.000000 Penalty: 4891.132324
	Iteration 83Q: 3 clusters Score -2314486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2314505.500000 Penalty: 4891.132324
	Iteration 84Q: 3 clusters Score -2314506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2314529.500000 Penalty: 4891.132324
	Iteration 85Q: 3 clusters Score -2314530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2314547.000000 Penalty: 4891.132324
	Iteration 86Q: 3 clusters Score -2314547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2314556.250000 Penalty: 4891.132324
	Iteration 87Q: 3 clusters Score -2314556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2314569.750000 Penalty: 4891.132324
	Iteration 88Q: 3 clusters Score -2314570 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2314585.750000 Penalty: 4891.132324
	Iteration 89Q: 3 clusters Score -2314586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2314602.000000 Penalty: 4891.132324
	Iteration 90Q: 3 clusters Score -2314602 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2314606.500000 Penalty: 4891.132324
	Iteration 91Q: 3 clusters Score -2314606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2314612.250000 Penalty: 4891.132324
	Iteration 92Q: 3 clusters Score -2314612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2314625.750000 Penalty: 4891.132324
	Iteration 93Q: 3 clusters Score -2314626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2314640.750000 Penalty: 4891.132324
	Iteration 94Q: 3 clusters Score -2314641 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2314652.000000 Penalty: 4891.132324
	Iteration 95Q: 3 clusters Score -2314652 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2314655.250000 Penalty: 4891.132324
	Iteration 96Q: 3 clusters Score -2314655 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2314664.000000 Penalty: 4891.132324
	Iteration 97Q: 3 clusters Score -2314664 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2314669.750000 Penalty: 4891.132324
	Iteration 98Q: 3 clusters Score -2314670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2314677.250000 Penalty: 4891.132324
	Iteration 99Q: 3 clusters Score -2314677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2314683.000000 Penalty: 4891.132324
	Iteration 100F: 3 clusters Score -2314683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2314686.750000 Penalty: 4891.132324
	Iteration 101Q: 3 clusters Score -2314687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2314690.250000 Penalty: 4891.132324
	Iteration 102Q: 3 clusters Score -2314690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2314689.750000 Penalty: 4891.132324
	Iteration 103Q: 3 clusters Score -2314690 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2314694.250000 Penalty: 4891.132324
	Iteration 104Q: 3 clusters Score -2314694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2314693.250000 Penalty: 4891.132324
	Iteration 105Q: 3 clusters Score -2314693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2314699.000000 Penalty: 4891.132324
	Iteration 106Q: 3 clusters Score -2314699 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2314706.750000 Penalty: 4891.132324
	Iteration 107Q: 3 clusters Score -2314707 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17730 members 
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Entering Unmasked Estep 
Score: -2314710.250000 Penalty: 4891.132324
	Iteration 108Q: 3 clusters Score -2314710 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2314710.750000 Penalty: 4891.132324
	Iteration 109Q: 3 clusters Score -2314711 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2314708.500000 Penalty: 4891.132324
	Iteration 110Q: 3 clusters Score -2314708 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2314710.500000 Penalty: 4891.132324
	Iteration 111Q: 3 clusters Score -2314710 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2314709.000000 Penalty: 4891.132324
	Iteration 112Q: 3 clusters Score -2314709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2314707.000000 Penalty: 4891.132324
	Iteration 113Q: 3 clusters Score -2314707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2314713.000000 Penalty: 4891.132324
	Iteration 114Q: 3 clusters Score -2314713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2314712.750000 Penalty: 4891.132324
	Iteration 115Q: 3 clusters Score -2314713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2314714.500000 Penalty: 4891.132324
	Iteration 116Q: 3 clusters Score -2314714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2314713.500000 Penalty: 4891.132324
	Iteration 117Q: 3 clusters Score -2314714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2314713.500000 Penalty: 4891.132324
	Iteration 118F: 3 clusters Score -2314714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -628618.750000 Penalty: 2122.800049
	Iteration 0F: 2 clusters Score -628618.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -624012.125000 Penalty: 4245.600098
	Iteration 0F: 3 clusters Score -624012.1 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -625182.187500 Penalty: 4245.600098
	Iteration 1F: 3 clusters Score -625182.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -625521.000000 Penalty: 4245.600098
	Iteration 2F: 3 clusters Score -625521 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -625849.187500 Penalty: 4245.600098
	Iteration 3F: 3 clusters Score -625849.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -626173.187500 Penalty: 4245.600098
	Iteration 4F: 3 clusters Score -626173.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -626499.750000 Penalty: 4245.600098
	Iteration 5F: 3 clusters Score -626499.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -626763.812500 Penalty: 4245.600098
	Iteration 6F: 3 clusters Score -626763.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -626956.812500 Penalty: 4245.600098
	Iteration 7Q: 3 clusters Score -626956.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -627091.687500 Penalty: 4245.600098
	Iteration 8Q: 3 clusters Score -627091.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -627168.125000 Penalty: 4245.600098
	Iteration 9Q: 3 clusters Score -627168.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -627218.875000 Penalty: 4245.600098
	Iteration 10Q: 3 clusters Score -627218.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -627258.437500 Penalty: 4245.600098
	Iteration 11Q: 3 clusters Score -627258.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -627285.875000 Penalty: 4245.600098
	Iteration 12Q: 3 clusters Score -627285.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -627293.375000 Penalty: 4245.600098
	Iteration 13Q: 3 clusters Score -627293.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -627298.625000 Penalty: 4245.600098
	Iteration 14Q: 3 clusters Score -627298.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -627302.937500 Penalty: 4245.600098
	Iteration 15Q: 3 clusters Score -627302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -627306.250000 Penalty: 4245.600098
	Iteration 16Q: 3 clusters Score -627306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -627308.125000 Penalty: 4245.600098
	Iteration 17Q: 3 clusters Score -627308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -627308.500000 Penalty: 4245.600098
	Iteration 18Q: 3 clusters Score -627308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -627308.500000 Penalty: 4245.600098
	Iteration 19F: 3 clusters Score -627308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -285462.312500 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -285462.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -282549.593750 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -282549.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -283104.468750 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -283104.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -283250.000000 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -283250 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -283335.218750 Penalty: 3855.285400
	Iteration 3Q: 3 clusters Score -283335.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -283388.500000 Penalty: 3855.285400
	Iteration 4Q: 3 clusters Score -283388.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -283417.375000 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -283417.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -283441.437500 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -283441.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -283457.968750 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -283458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283470.468750 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -283470.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -283481.937500 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -283481.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -283490.906250 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -283490.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283498.250000 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -283498.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -283504.750000 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -283504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -283509.968750 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -283510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -283513.000000 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -283513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -283514.343750 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -283514.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -283517.718750 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -283517.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -283521.062500 Penalty: 3855.285400
	Iteration 17Q: 3 clusters Score -283521.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -283527.593750 Penalty: 3855.285400
	Iteration 18Q: 3 clusters Score -283527.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -283537.968750 Penalty: 3855.285400
	Iteration 19Q: 3 clusters Score -283538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -283551.437500 Penalty: 3855.285400
	Iteration 20F: 3 clusters Score -283551.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -283565.187500 Penalty: 3855.285400
	Iteration 21Q: 3 clusters Score -283565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283578.968750 Penalty: 3855.285400
	Iteration 22Q: 3 clusters Score -283579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -283588.500000 Penalty: 3855.285400
	Iteration 23Q: 3 clusters Score -283588.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283604.562500 Penalty: 3855.285400
	Iteration 24Q: 3 clusters Score -283604.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -283617.093750 Penalty: 3855.285400
	Iteration 25Q: 3 clusters Score -283617.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283627.250000 Penalty: 3855.285400
	Iteration 26Q: 3 clusters Score -283627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -283633.750000 Penalty: 3855.285400
	Iteration 27Q: 3 clusters Score -283633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -283638.875000 Penalty: 3855.285400
	Iteration 28Q: 3 clusters Score -283638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -283643.125000 Penalty: 3855.285400
	Iteration 29Q: 3 clusters Score -283643.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -283653.437500 Penalty: 3855.285400
	Iteration 30Q: 3 clusters Score -283653.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -283659.437500 Penalty: 3855.285400
	Iteration 31Q: 3 clusters Score -283659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -283666.500000 Penalty: 3855.285400
	Iteration 32Q: 3 clusters Score -283666.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -283672.187500 Penalty: 3855.285400
	Iteration 33Q: 3 clusters Score -283672.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283677.500000 Penalty: 3855.285400
	Iteration 34Q: 3 clusters Score -283677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -283680.781250 Penalty: 3855.285400
	Iteration 35Q: 3 clusters Score -283680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283683.750000 Penalty: 3855.285400
	Iteration 36Q: 3 clusters Score -283683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283687.000000 Penalty: 3855.285400
	Iteration 37Q: 3 clusters Score -283687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -283687.281250 Penalty: 3855.285400
	Iteration 38Q: 3 clusters Score -283687.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -283687.437500 Penalty: 3855.285400
	Iteration 39Q: 3 clusters Score -283687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -283687.437500 Penalty: 3855.285400
	Iteration 40F: 3 clusters Score -283687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Entering Unmasked Estep 
Score: -2676586.750000 Penalty: 2482.381348
	Iteration 0F: 2 clusters Score -2676587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2660927.500000 Penalty: 4964.762695
	Iteration 0F: 3 clusters Score -2660928 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2666405.750000 Penalty: 4964.762695
	Iteration 1F: 3 clusters Score -2666406 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2666984.500000 Penalty: 4964.762695
	Iteration 2F: 3 clusters Score -2666984 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2667534.000000 Penalty: 4964.762695
	Iteration 3F: 3 clusters Score -2667534 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2668038.750000 Penalty: 4964.762695
	Iteration 4Q: 3 clusters Score -2668039 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2668552.750000 Penalty: 4964.762695
	Iteration 5Q: 3 clusters Score -2668553 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2669078.250000 Penalty: 4964.762695
	Iteration 6Q: 3 clusters Score -2669078 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2669528.250000 Penalty: 4964.762695
	Iteration 7Q: 3 clusters Score -2669528 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2670027.000000 Penalty: 4964.762695
	Iteration 8Q: 3 clusters Score -2670027 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2670592.000000 Penalty: 4964.762695
	Iteration 9Q: 3 clusters Score -2670592 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2671174.500000 Penalty: 4964.762695
	Iteration 10Q: 3 clusters Score -2671174 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2671811.250000 Penalty: 4964.762695
	Iteration 11Q: 3 clusters Score -2671811 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2672422.750000 Penalty: 4964.762695
	Iteration 12Q: 3 clusters Score -2672423 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2672960.500000 Penalty: 4964.762695
	Iteration 13Q: 3 clusters Score -2672960 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2673350.250000 Penalty: 4964.762695
	Iteration 14Q: 3 clusters Score -2673350 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2673611.750000 Penalty: 4964.762695
	Iteration 15Q: 3 clusters Score -2673612 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2673789.250000 Penalty: 4964.762695
	Iteration 16Q: 3 clusters Score -2673789 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2673930.000000 Penalty: 4964.762695
	Iteration 17Q: 3 clusters Score -2673930 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2674031.750000 Penalty: 4964.762695
	Iteration 18Q: 3 clusters Score -2674032 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2674127.000000 Penalty: 4964.762695
	Iteration 19Q: 3 clusters Score -2674127 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2674196.500000 Penalty: 4964.762695
	Iteration 20F: 3 clusters Score -2674196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2674249.500000 Penalty: 4964.762695
	Iteration 21Q: 3 clusters Score -2674250 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2674290.250000 Penalty: 4964.762695
	Iteration 22Q: 3 clusters Score -2674290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2674337.250000 Penalty: 4964.762695
	Iteration 23Q: 3 clusters Score -2674337 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2674381.000000 Penalty: 4964.762695
	Iteration 24Q: 3 clusters Score -2674381 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2674423.000000 Penalty: 4964.762695
	Iteration 25Q: 3 clusters Score -2674423 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2674447.250000 Penalty: 4964.762695
	Iteration 26Q: 3 clusters Score -2674447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2674468.750000 Penalty: 4964.762695
	Iteration 27Q: 3 clusters Score -2674469 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2674491.750000 Penalty: 4964.762695
	Iteration 28Q: 3 clusters Score -2674492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2674522.000000 Penalty: 4964.762695
	Iteration 29Q: 3 clusters Score -2674522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2674541.000000 Penalty: 4964.762695
	Iteration 30Q: 3 clusters Score -2674541 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2674566.500000 Penalty: 4964.762695
	Iteration 31Q: 3 clusters Score -2674566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2674579.500000 Penalty: 4964.762695
	Iteration 32Q: 3 clusters Score -2674580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2674597.000000 Penalty: 4964.762695
	Iteration 33Q: 3 clusters Score -2674597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2674606.000000 Penalty: 4964.762695
	Iteration 34Q: 3 clusters Score -2674606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2674611.750000 Penalty: 4964.762695
	Iteration 35Q: 3 clusters Score -2674612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2674627.000000 Penalty: 4964.762695
	Iteration 36Q: 3 clusters Score -2674627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -2674640.500000 Penalty: 4964.762695
	Iteration 37Q: 3 clusters Score -2674640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2674656.750000 Penalty: 4964.762695
	Iteration 38Q: 3 clusters Score -2674657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2674662.250000 Penalty: 4964.762695
	Iteration 39Q: 3 clusters Score -2674662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2674677.500000 Penalty: 4964.762695
	Iteration 40F: 3 clusters Score -2674678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2674681.750000 Penalty: 4964.762695
	Iteration 41Q: 3 clusters Score -2674682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2674688.500000 Penalty: 4964.762695
	Iteration 42Q: 3 clusters Score -2674688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2674686.000000 Penalty: 4964.762695
	Iteration 43Q: 3 clusters Score -2674686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2674690.250000 Penalty: 4964.762695
	Iteration 44Q: 3 clusters Score -2674690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2674693.250000 Penalty: 4964.762695
	Iteration 45Q: 3 clusters Score -2674693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2674691.750000 Penalty: 4964.762695
	Iteration 46Q: 3 clusters Score -2674692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2674697.750000 Penalty: 4964.762695
	Iteration 47Q: 3 clusters Score -2674698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2674700.500000 Penalty: 4964.762695
	Iteration 48Q: 3 clusters Score -2674700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2674697.750000 Penalty: 4964.762695
	Iteration 49Q: 3 clusters Score -2674698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2674700.500000 Penalty: 4964.762695
	Iteration 50Q: 3 clusters Score -2674700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2674703.000000 Penalty: 4964.762695
	Iteration 51Q: 3 clusters Score -2674703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2674700.250000 Penalty: 4964.762695
	Iteration 52Q: 3 clusters Score -2674700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2674705.250000 Penalty: 4964.762695
	Iteration 53Q: 3 clusters Score -2674705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2674707.750000 Penalty: 4964.762695
	Iteration 54Q: 3 clusters Score -2674708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2674709.250000 Penalty: 4964.762695
	Iteration 55Q: 3 clusters Score -2674709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2674709.000000 Penalty: 4964.762695
	Iteration 56Q: 3 clusters Score -2674709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2674708.500000 Penalty: 4964.762695
	Iteration 57Q: 3 clusters Score -2674708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2674714.250000 Penalty: 4964.762695
	Iteration 58Q: 3 clusters Score -2674714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2674712.750000 Penalty: 4964.762695
	Iteration 59Q: 3 clusters Score -2674713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2674711.500000 Penalty: 4964.762695
	Iteration 60F: 3 clusters Score -2674712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -2674717.000000 Penalty: 4964.762695
	Iteration 61Q: 3 clusters Score -2674717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2674720.000000 Penalty: 4964.762695
	Iteration 62Q: 3 clusters Score -2674720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2674720.750000 Penalty: 4964.762695
	Iteration 63Q: 3 clusters Score -2674721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2674724.000000 Penalty: 4964.762695
	Iteration 64Q: 3 clusters Score -2674724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2674727.000000 Penalty: 4964.762695
	Iteration 65Q: 3 clusters Score -2674727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2674728.750000 Penalty: 4964.762695
	Iteration 66Q: 3 clusters Score -2674729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2674724.500000 Penalty: 4964.762695
	Iteration 67Q: 3 clusters Score -2674724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2674728.750000 Penalty: 4964.762695
	Iteration 68Q: 3 clusters Score -2674729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2674731.500000 Penalty: 4964.762695
	Iteration 69Q: 3 clusters Score -2674732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2674734.250000 Penalty: 4964.762695
	Iteration 70Q: 3 clusters Score -2674734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2674739.500000 Penalty: 4964.762695
	Iteration 71Q: 3 clusters Score -2674740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2674744.750000 Penalty: 4964.762695
	Iteration 72Q: 3 clusters Score -2674745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2674751.000000 Penalty: 4964.762695
	Iteration 73Q: 3 clusters Score -2674751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2674752.250000 Penalty: 4964.762695
	Iteration 74Q: 3 clusters Score -2674752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2674756.000000 Penalty: 4964.762695
	Iteration 75Q: 3 clusters Score -2674756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2674754.500000 Penalty: 4964.762695
	Iteration 76Q: 3 clusters Score -2674754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2674754.250000 Penalty: 4964.762695
	Iteration 77Q: 3 clusters Score -2674754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2674755.250000 Penalty: 4964.762695
	Iteration 78Q: 3 clusters Score -2674755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2674758.000000 Penalty: 4964.762695
	Iteration 79Q: 3 clusters Score -2674758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2674762.000000 Penalty: 4964.762695
	Iteration 80F: 3 clusters Score -2674762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2674764.250000 Penalty: 4964.762695
	Iteration 81Q: 3 clusters Score -2674764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2674764.250000 Penalty: 4964.762695
	Iteration 82F: 3 clusters Score -2674764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -539645.937500 Penalty: 2081.854248
	Iteration 0F: 2 clusters Score -539645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -535462.750000 Penalty: 4163.708496
	Iteration 0F: 3 clusters Score -535462.8 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -536410.437500 Penalty: 4163.708496
	Iteration 1F: 3 clusters Score -536410.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -536652.000000 Penalty: 4163.708496
	Iteration 2F: 3 clusters Score -536652 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -536854.625000 Penalty: 4163.708496
	Iteration 3F: 3 clusters Score -536854.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -537002.750000 Penalty: 4163.708496
	Iteration 4Q: 3 clusters Score -537002.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -537115.625000 Penalty: 4163.708496
	Iteration 5Q: 3 clusters Score -537115.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -537211.625000 Penalty: 4163.708496
	Iteration 6Q: 3 clusters Score -537211.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -537312.375000 Penalty: 4163.708496
	Iteration 7Q: 3 clusters Score -537312.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -537400.062500 Penalty: 4163.708496
	Iteration 8Q: 3 clusters Score -537400.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -537482.875000 Penalty: 4163.708496
	Iteration 9Q: 3 clusters Score -537482.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -537550.937500 Penalty: 4163.708496
	Iteration 10Q: 3 clusters Score -537550.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -537598.187500 Penalty: 4163.708496
	Iteration 11Q: 3 clusters Score -537598.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -537621.625000 Penalty: 4163.708496
	Iteration 12Q: 3 clusters Score -537621.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -537643.312500 Penalty: 4163.708496
	Iteration 13Q: 3 clusters Score -537643.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -537664.187500 Penalty: 4163.708496
	Iteration 14Q: 3 clusters Score -537664.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -537690.375000 Penalty: 4163.708496
	Iteration 15Q: 3 clusters Score -537690.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -537718.437500 Penalty: 4163.708496
	Iteration 16Q: 3 clusters Score -537718.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -537734.062500 Penalty: 4163.708496
	Iteration 17Q: 3 clusters Score -537734.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -537746.187500 Penalty: 4163.708496
	Iteration 18Q: 3 clusters Score -537746.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -537753.437500 Penalty: 4163.708496
	Iteration 19Q: 3 clusters Score -537753.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -537758.687500 Penalty: 4163.708496
	Iteration 20F: 3 clusters Score -537758.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -537760.187500 Penalty: 4163.708496
	Iteration 21Q: 3 clusters Score -537760.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -537763.125000 Penalty: 4163.708496
	Iteration 22Q: 3 clusters Score -537763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -537763.812500 Penalty: 4163.708496
	Iteration 23Q: 3 clusters Score -537763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -537765.937500 Penalty: 4163.708496
	Iteration 24Q: 3 clusters Score -537765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -537766.687500 Penalty: 4163.708496
	Iteration 25Q: 3 clusters Score -537766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -537767.312500 Penalty: 4163.708496
	Iteration 26Q: 3 clusters Score -537767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -537767.312500 Penalty: 4163.708496
	Iteration 27F: 3 clusters Score -537767.3 nChanged 0
--- Evaluating fit on full set of 963655 points ---
Entering Unmasked Estep 
Score: -107291416.000000 Penalty: 105929.015625
20->32 Clusters: Score -107291416.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 321218 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 16060 members 
Mstep: Class 3 contains 16077 members 
Mstep: Class 4 contains 16168 members 
Mstep: Class 5 contains 16020 members 
Mstep: Class 6 contains 16069 members 
Mstep: Class 7 contains 16093 members 
Mstep: Class 8 contains 16040 members 
Mstep: Class 9 contains 15972 members 
Mstep: Class 10 contains 16070 members 
Mstep: Class 11 contains 16157 members 
Mstep: Class 12 contains 16263 members 
Mstep: Class 13 contains 15916 members 
Mstep: Class 14 contains 16116 members 
Mstep: Class 15 contains 16032 members 
Mstep: Class 16 contains 16085 members 
Mstep: Class 17 contains 16148 members 
Mstep: Class 18 contains 16033 members 
Mstep: Class 19 contains 16000 members 
Mstep: Class 20 contains 15944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 860.054077 but Gain 3144.609375
Score: -33113058.000000 Penalty: 59747.574219
Iteration 0F: 20 clusters Score -3.311306e+07 nChanged 303323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1302 members 
Mstep: Class 2 contains 11984 members 
Mstep: Class 3 contains 15604 members 
Mstep: Class 4 contains 34072 members 
Mstep: Class 5 contains 16214 members 
Mstep: Class 6 contains 10890 members 
Mstep: Class 7 contains 8919 members 
Mstep: Class 8 contains 20583 members 
Mstep: Class 9 contains 7920 members 
Mstep: Class 10 contains 15800 members 
Mstep: Class 11 contains 46647 members 
Mstep: Class 12 contains 8772 members 
Mstep: Class 13 contains 10231 members 
Mstep: Class 14 contains 7164 members 
Mstep: Class 15 contains 6686 members 
Mstep: Class 16 contains 16552 members 
Mstep: Class 17 contains 23712 members 
Mstep: Class 18 contains 21554 members 
Mstep: Class 19 contains 11770 members 
Mstep: Class 20 contains 24842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34545236.000000 Penalty: 59747.574219
Iteration 1F: 20 clusters Score -3.454524e+07 nChanged 155791
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 45574 members 
Mstep: Class 5 contains 10179 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 7 contains 4783 members 
Mstep: Class 8 contains 21408 members 
Mstep: Class 9 contains 6820 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 75804 members 
Mstep: Class 12 contains 7135 members 
Mstep: Class 13 contains 10669 members 
Mstep: Class 14 contains 8299 members 
Mstep: Class 15 contains 6856 members 
Mstep: Class 16 contains 14953 members 
Mstep: Class 17 contains 27993 members 
Mstep: Class 18 contains 14161 members 
Mstep: Class 19 contains 9255 members 
Mstep: Class 20 contains 26810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2757.562500 but Gain 3144.609375
Score: -35058832.000000 Penalty: 56602.964844
Iteration 2F: 19 clusters Score -3.505883e+07 nChanged 99098
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 3 contains 6898 members 
Mstep: Class 4 contains 42729 members 
Mstep: Class 5 contains 7741 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 5664 members 
Mstep: Class 8 contains 22076 members 
Mstep: Class 9 contains 5898 members 
Mstep: Class 10 contains 8617 members 
Mstep: Class 11 contains 81751 members 
Mstep: Class 12 contains 14237 members 
Mstep: Class 13 contains 13332 members 
Mstep: Class 14 contains 7404 members 
Mstep: Class 15 contains 5627 members 
Mstep: Class 16 contains 13302 members 
Mstep: Class 17 contains 28565 members 
Mstep: Class 18 contains 16086 members 
Mstep: Class 19 contains 14182 members 
Mstep: Class 20 contains 24253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35288184.000000 Penalty: 56602.964844
Iteration 3F: 19 clusters Score -3.528818e+07 nChanged 69161
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 3 contains 6476 members 
Mstep: Class 4 contains 37794 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 1962 members 
Mstep: Class 7 contains 6508 members 
Mstep: Class 8 contains 21591 members 
Mstep: Class 9 contains 5037 members 
Mstep: Class 10 contains 8451 members 
Mstep: Class 11 contains 80020 members 
Mstep: Class 12 contains 18522 members 
Mstep: Class 13 contains 14895 members 
Mstep: Class 14 contains 6607 members 
Mstep: Class 15 contains 4020 members 
Mstep: Class 16 contains 12190 members 
Mstep: Class 17 contains 32106 members 
Mstep: Class 18 contains 18212 members 
Mstep: Class 19 contains 17291 members 
Mstep: Class 20 contains 21931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35401820.000000 Penalty: 56602.964844
Iteration 4F: 19 clusters Score -3.540182e+07 nChanged 45989
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 3 contains 6168 members 
Mstep: Class 4 contains 37917 members 
Mstep: Class 5 contains 8305 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 6785 members 
Mstep: Class 8 contains 20922 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 76344 members 
Mstep: Class 12 contains 18886 members 
Mstep: Class 13 contains 14801 members 
Mstep: Class 14 contains 6313 members 
Mstep: Class 15 contains 3070 members 
Mstep: Class 16 contains 11971 members 
Mstep: Class 17 contains 34751 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 19006 members 
Mstep: Class 20 contains 20870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35458880.000000 Penalty: 56602.964844
Iteration 5F: 19 clusters Score -3.545888e+07 nChanged 33038
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 6149 members 
Mstep: Class 4 contains 40779 members 
Mstep: Class 5 contains 9096 members 
Mstep: Class 6 contains 1329 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 20294 members 
Mstep: Class 9 contains 4484 members 
Mstep: Class 10 contains 10571 members 
Mstep: Class 11 contains 71380 members 
Mstep: Class 12 contains 18479 members 
Mstep: Class 13 contains 14143 members 
Mstep: Class 14 contains 6378 members 
Mstep: Class 15 contains 2711 members 
Mstep: Class 16 contains 12510 members 
Mstep: Class 17 contains 35558 members 
Mstep: Class 18 contains 20117 members 
Mstep: Class 19 contains 20056 members 
Mstep: Class 20 contains 20253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35495416.000000 Penalty: 56602.964844
Iteration 6F: 19 clusters Score -3.549542e+07 nChanged 26217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 6223 members 
Mstep: Class 4 contains 44817 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 7067 members 
Mstep: Class 8 contains 19528 members 
Mstep: Class 9 contains 4559 members 
Mstep: Class 10 contains 11093 members 
Mstep: Class 11 contains 65875 members 
Mstep: Class 12 contains 18095 members 
Mstep: Class 13 contains 13312 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 2774 members 
Mstep: Class 16 contains 13738 members 
Mstep: Class 17 contains 35301 members 
Mstep: Class 18 contains 20884 members 
Mstep: Class 19 contains 20935 members 
Mstep: Class 20 contains 19655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35524608.000000 Penalty: 56602.964844
Iteration 7F: 19 clusters Score -3.552461e+07 nChanged 22550
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 6257 members 
Mstep: Class 4 contains 48198 members 
Mstep: Class 5 contains 9857 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 7394 members 
Mstep: Class 8 contains 18635 members 
Mstep: Class 9 contains 4861 members 
Mstep: Class 10 contains 11215 members 
Mstep: Class 11 contains 61391 members 
Mstep: Class 12 contains 17764 members 
Mstep: Class 13 contains 12479 members 
Mstep: Class 14 contains 6808 members 
Mstep: Class 15 contains 2953 members 
Mstep: Class 16 contains 15301 members 
Mstep: Class 17 contains 34521 members 
Mstep: Class 18 contains 21584 members 
Mstep: Class 19 contains 21855 members 
Mstep: Class 20 contains 19058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35547024.000000 Penalty: 56602.964844
Iteration 8F: 19 clusters Score -3.554702e+07 nChanged 19114
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 6142 members 
Mstep: Class 4 contains 50470 members 
Mstep: Class 5 contains 10077 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 7863 members 
Mstep: Class 8 contains 17716 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 11075 members 
Mstep: Class 11 contains 57530 members 
Mstep: Class 12 contains 17539 members 
Mstep: Class 13 contains 11810 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 16 contains 17368 members 
Mstep: Class 17 contains 33777 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 22723 members 
Mstep: Class 20 contains 18326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35564784.000000 Penalty: 56602.964844
Iteration 9F: 19 clusters Score -3.556478e+07 nChanged 16630
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 6055 members 
Mstep: Class 4 contains 51866 members 
Mstep: Class 5 contains 10303 members 
Mstep: Class 6 contains 1028 members 
Mstep: Class 7 contains 8532 members 
Mstep: Class 8 contains 16771 members 
Mstep: Class 9 contains 5662 members 
Mstep: Class 10 contains 10769 members 
Mstep: Class 11 contains 53594 members 
Mstep: Class 12 contains 17391 members 
Mstep: Class 13 contains 11299 members 
Mstep: Class 14 contains 7421 members 
Mstep: Class 15 contains 3389 members 
Mstep: Class 16 contains 19827 members 
Mstep: Class 17 contains 33302 members 
Mstep: Class 18 contains 22724 members 
Mstep: Class 19 contains 23452 members 
Mstep: Class 20 contains 17802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35582272.000000 Penalty: 56602.964844
Iteration 10F: 19 clusters Score -3.558227e+07 nChanged 14929
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5908 members 
Mstep: Class 4 contains 52533 members 
Mstep: Class 5 contains 10476 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 9363 members 
Mstep: Class 8 contains 15755 members 
Mstep: Class 9 contains 6024 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 49695 members 
Mstep: Class 12 contains 17223 members 
Mstep: Class 13 contains 10885 members 
Mstep: Class 14 contains 7756 members 
Mstep: Class 15 contains 3594 members 
Mstep: Class 16 contains 22231 members 
Mstep: Class 17 contains 32984 members 
Mstep: Class 18 contains 23016 members 
Mstep: Class 19 contains 24093 members 
Mstep: Class 20 contains 18001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35600772.000000 Penalty: 56602.964844
Iteration 11Q: 19 clusters Score -3.560077e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5705 members 
Mstep: Class 4 contains 52784 members 
Mstep: Class 5 contains 10700 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 10185 members 
Mstep: Class 8 contains 14579 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 10023 members 
Mstep: Class 11 contains 46500 members 
Mstep: Class 12 contains 16891 members 
Mstep: Class 13 contains 10559 members 
Mstep: Class 14 contains 8098 members 
Mstep: Class 15 contains 3732 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 32768 members 
Mstep: Class 18 contains 23089 members 
Mstep: Class 19 contains 24564 members 
Mstep: Class 20 contains 18671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35613044.000000 Penalty: 56602.964844
Iteration 12Q: 19 clusters Score -3.561304e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5681 members 
Mstep: Class 4 contains 52845 members 
Mstep: Class 5 contains 11051 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 10881 members 
Mstep: Class 8 contains 13363 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 9682 members 
Mstep: Class 11 contains 44000 members 
Mstep: Class 12 contains 16718 members 
Mstep: Class 13 contains 10305 members 
Mstep: Class 14 contains 8398 members 
Mstep: Class 15 contains 3879 members 
Mstep: Class 16 contains 25280 members 
Mstep: Class 17 contains 32493 members 
Mstep: Class 18 contains 23159 members 
Mstep: Class 19 contains 24905 members 
Mstep: Class 20 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35620012.000000 Penalty: 56602.964844
Iteration 13Q: 19 clusters Score -3.562001e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5661 members 
Mstep: Class 4 contains 52822 members 
Mstep: Class 5 contains 11396 members 
Mstep: Class 6 contains 2301 members 
Mstep: Class 7 contains 11413 members 
Mstep: Class 8 contains 12206 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 42030 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 13 contains 10110 members 
Mstep: Class 14 contains 8638 members 
Mstep: Class 15 contains 4039 members 
Mstep: Class 16 contains 26326 members 
Mstep: Class 17 contains 32226 members 
Mstep: Class 18 contains 23177 members 
Mstep: Class 19 contains 25223 members 
Mstep: Class 20 contains 20304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35625664.000000 Penalty: 56602.964844
Iteration 14Q: 19 clusters Score -3.562566e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5639 members 
Mstep: Class 4 contains 52835 members 
Mstep: Class 5 contains 11762 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 11777 members 
Mstep: Class 8 contains 11191 members 
Mstep: Class 9 contains 7686 members 
Mstep: Class 10 contains 9256 members 
Mstep: Class 11 contains 40496 members 
Mstep: Class 12 contains 16496 members 
Mstep: Class 13 contains 9936 members 
Mstep: Class 14 contains 8874 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 27123 members 
Mstep: Class 17 contains 31854 members 
Mstep: Class 18 contains 23108 members 
Mstep: Class 19 contains 25599 members 
Mstep: Class 20 contains 20985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35630016.000000 Penalty: 56602.964844
Iteration 15Q: 19 clusters Score -3.563002e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5577 members 
Mstep: Class 4 contains 52816 members 
Mstep: Class 5 contains 12035 members 
Mstep: Class 6 contains 2388 members 
Mstep: Class 7 contains 12045 members 
Mstep: Class 8 contains 10333 members 
Mstep: Class 9 contains 8043 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 39323 members 
Mstep: Class 12 contains 16438 members 
Mstep: Class 13 contains 9776 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 27728 members 
Mstep: Class 17 contains 31519 members 
Mstep: Class 18 contains 23024 members 
Mstep: Class 19 contains 26010 members 
Mstep: Class 20 contains 21523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35632972.000000 Penalty: 56602.964844
Iteration 16Q: 19 clusters Score -3.563297e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5479 members 
Mstep: Class 4 contains 52759 members 
Mstep: Class 5 contains 12307 members 
Mstep: Class 6 contains 2418 members 
Mstep: Class 7 contains 12248 members 
Mstep: Class 8 contains 9567 members 
Mstep: Class 9 contains 8356 members 
Mstep: Class 10 contains 9131 members 
Mstep: Class 11 contains 38408 members 
Mstep: Class 12 contains 16384 members 
Mstep: Class 13 contains 9623 members 
Mstep: Class 14 contains 9329 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 16 contains 28110 members 
Mstep: Class 17 contains 31166 members 
Mstep: Class 18 contains 22924 members 
Mstep: Class 19 contains 26416 members 
Mstep: Class 20 contains 22023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35635236.000000 Penalty: 56602.964844
Iteration 17Q: 19 clusters Score -3.563524e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 52670 members 
Mstep: Class 5 contains 12524 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 12404 members 
Mstep: Class 8 contains 8933 members 
Mstep: Class 9 contains 8644 members 
Mstep: Class 10 contains 9176 members 
Mstep: Class 11 contains 37701 members 
Mstep: Class 12 contains 16347 members 
Mstep: Class 13 contains 9494 members 
Mstep: Class 14 contains 9523 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 16 contains 28363 members 
Mstep: Class 17 contains 30830 members 
Mstep: Class 18 contains 22858 members 
Mstep: Class 19 contains 26818 members 
Mstep: Class 20 contains 22423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35637068.000000 Penalty: 56602.964844
Iteration 18Q: 19 clusters Score -3.563707e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5265 members 
Mstep: Class 4 contains 52519 members 
Mstep: Class 5 contains 12686 members 
Mstep: Class 6 contains 2430 members 
Mstep: Class 7 contains 12562 members 
Mstep: Class 8 contains 8437 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 9188 members 
Mstep: Class 11 contains 37169 members 
Mstep: Class 12 contains 16301 members 
Mstep: Class 13 contains 9364 members 
Mstep: Class 14 contains 9747 members 
Mstep: Class 15 contains 4828 members 
Mstep: Class 16 contains 28514 members 
Mstep: Class 17 contains 30520 members 
Mstep: Class 18 contains 22784 members 
Mstep: Class 19 contains 27233 members 
Mstep: Class 20 contains 22762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35638516.000000 Penalty: 56602.964844
Iteration 19Q: 19 clusters Score -3.563852e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5176 members 
Mstep: Class 4 contains 52368 members 
Mstep: Class 5 contains 12802 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 12677 members 
Mstep: Class 8 contains 8034 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 9247 members 
Mstep: Class 11 contains 36746 members 
Mstep: Class 12 contains 16277 members 
Mstep: Class 13 contains 9239 members 
Mstep: Class 14 contains 9951 members 
Mstep: Class 15 contains 4966 members 
Mstep: Class 16 contains 28601 members 
Mstep: Class 17 contains 30171 members 
Mstep: Class 18 contains 22761 members 
Mstep: Class 19 contains 27572 members 
Mstep: Class 20 contains 23074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35640688.000000 Penalty: 56602.964844
Iteration 20F: 19 clusters Score -3.564069e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5101 members 
Mstep: Class 4 contains 52189 members 
Mstep: Class 5 contains 12878 members 
Mstep: Class 6 contains 2858 members 
Mstep: Class 7 contains 12817 members 
Mstep: Class 8 contains 7679 members 
Mstep: Class 9 contains 9249 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 36411 members 
Mstep: Class 12 contains 15917 members 
Mstep: Class 13 contains 9127 members 
Mstep: Class 14 contains 10169 members 
Mstep: Class 15 contains 5088 members 
Mstep: Class 16 contains 28654 members 
Mstep: Class 17 contains 29856 members 
Mstep: Class 18 contains 22667 members 
Mstep: Class 19 contains 27890 members 
Mstep: Class 20 contains 23343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35642468.000000 Penalty: 56602.964844
Iteration 21Q: 19 clusters Score -3.564247e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 5036 members 
Mstep: Class 4 contains 52027 members 
Mstep: Class 5 contains 12952 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 12953 members 
Mstep: Class 8 contains 7364 members 
Mstep: Class 9 contains 9380 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 36123 members 
Mstep: Class 12 contains 15720 members 
Mstep: Class 13 contains 9028 members 
Mstep: Class 14 contains 10332 members 
Mstep: Class 15 contains 5193 members 
Mstep: Class 16 contains 28682 members 
Mstep: Class 17 contains 29539 members 
Mstep: Class 18 contains 22660 members 
Mstep: Class 19 contains 28174 members 
Mstep: Class 20 contains 23583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35643832.000000 Penalty: 56602.964844
Iteration 22Q: 19 clusters Score -3.564383e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 4 contains 51859 members 
Mstep: Class 5 contains 12987 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 13117 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 9462 members 
Mstep: Class 10 contains 9620 members 
Mstep: Class 11 contains 35909 members 
Mstep: Class 12 contains 15611 members 
Mstep: Class 13 contains 8936 members 
Mstep: Class 14 contains 10479 members 
Mstep: Class 15 contains 5288 members 
Mstep: Class 16 contains 28657 members 
Mstep: Class 17 contains 29243 members 
Mstep: Class 18 contains 22573 members 
Mstep: Class 19 contains 28448 members 
Mstep: Class 20 contains 23785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35644748.000000 Penalty: 56602.964844
Iteration 23Q: 19 clusters Score -3.564475e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 51693 members 
Mstep: Class 5 contains 13017 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 13245 members 
Mstep: Class 8 contains 6918 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 9843 members 
Mstep: Class 11 contains 35729 members 
Mstep: Class 12 contains 15538 members 
Mstep: Class 13 contains 8867 members 
Mstep: Class 14 contains 10599 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 28649 members 
Mstep: Class 17 contains 28943 members 
Mstep: Class 18 contains 22504 members 
Mstep: Class 19 contains 28707 members 
Mstep: Class 20 contains 23924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35645368.000000 Penalty: 56602.964844
Iteration 24Q: 19 clusters Score -3.564537e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4954 members 
Mstep: Class 4 contains 51517 members 
Mstep: Class 5 contains 13072 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 13380 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 9606 members 
Mstep: Class 10 contains 10035 members 
Mstep: Class 11 contains 35557 members 
Mstep: Class 12 contains 15493 members 
Mstep: Class 13 contains 8797 members 
Mstep: Class 14 contains 10699 members 
Mstep: Class 15 contains 5447 members 
Mstep: Class 16 contains 28631 members 
Mstep: Class 17 contains 28664 members 
Mstep: Class 18 contains 22447 members 
Mstep: Class 19 contains 28975 members 
Mstep: Class 20 contains 24023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35645948.000000 Penalty: 56602.964844
Iteration 25Q: 19 clusters Score -3.564595e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 51303 members 
Mstep: Class 5 contains 13130 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 13491 members 
Mstep: Class 8 contains 6575 members 
Mstep: Class 9 contains 9652 members 
Mstep: Class 10 contains 10250 members 
Mstep: Class 11 contains 35435 members 
Mstep: Class 12 contains 15453 members 
Mstep: Class 13 contains 8745 members 
Mstep: Class 14 contains 10797 members 
Mstep: Class 15 contains 5522 members 
Mstep: Class 16 contains 28611 members 
Mstep: Class 17 contains 28419 members 
Mstep: Class 18 contains 22435 members 
Mstep: Class 19 contains 29155 members 
Mstep: Class 20 contains 24095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35646524.000000 Penalty: 56602.964844
Iteration 26Q: 19 clusters Score -3.564652e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 51079 members 
Mstep: Class 5 contains 13157 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 13598 members 
Mstep: Class 8 contains 6431 members 
Mstep: Class 9 contains 9719 members 
Mstep: Class 10 contains 10439 members 
Mstep: Class 11 contains 35352 members 
Mstep: Class 12 contains 15434 members 
Mstep: Class 13 contains 8705 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 5578 members 
Mstep: Class 16 contains 28583 members 
Mstep: Class 17 contains 28192 members 
Mstep: Class 18 contains 22442 members 
Mstep: Class 19 contains 29332 members 
Mstep: Class 20 contains 24166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35647192.000000 Penalty: 56602.964844
Iteration 27Q: 19 clusters Score -3.564719e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4943 members 
Mstep: Class 4 contains 50856 members 
Mstep: Class 5 contains 13160 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 13679 members 
Mstep: Class 8 contains 6287 members 
Mstep: Class 9 contains 9799 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 35283 members 
Mstep: Class 12 contains 15412 members 
Mstep: Class 13 contains 8668 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 5628 members 
Mstep: Class 16 contains 28544 members 
Mstep: Class 17 contains 28005 members 
Mstep: Class 18 contains 22448 members 
Mstep: Class 19 contains 29502 members 
Mstep: Class 20 contains 24222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35647472.000000 Penalty: 56602.964844
Iteration 28Q: 19 clusters Score -3.564747e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4939 members 
Mstep: Class 4 contains 50630 members 
Mstep: Class 5 contains 13177 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 13743 members 
Mstep: Class 8 contains 6157 members 
Mstep: Class 9 contains 9870 members 
Mstep: Class 10 contains 10823 members 
Mstep: Class 11 contains 35219 members 
Mstep: Class 12 contains 15394 members 
Mstep: Class 13 contains 8627 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 28496 members 
Mstep: Class 17 contains 27810 members 
Mstep: Class 18 contains 22494 members 
Mstep: Class 19 contains 29663 members 
Mstep: Class 20 contains 24284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35647700.000000 Penalty: 56602.964844
Iteration 29Q: 19 clusters Score -3.56477e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 50405 members 
Mstep: Class 5 contains 13184 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 13810 members 
Mstep: Class 8 contains 6028 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 10981 members 
Mstep: Class 11 contains 35174 members 
Mstep: Class 12 contains 15384 members 
Mstep: Class 13 contains 8591 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 5705 members 
Mstep: Class 16 contains 28450 members 
Mstep: Class 17 contains 27639 members 
Mstep: Class 18 contains 22564 members 
Mstep: Class 19 contains 29821 members 
Mstep: Class 20 contains 24354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648044.000000 Penalty: 56602.964844
Iteration 30Q: 19 clusters Score -3.564804e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4933 members 
Mstep: Class 4 contains 50215 members 
Mstep: Class 5 contains 13180 members 
Mstep: Class 6 contains 3195 members 
Mstep: Class 7 contains 13842 members 
Mstep: Class 8 contains 5910 members 
Mstep: Class 9 contains 9981 members 
Mstep: Class 10 contains 11115 members 
Mstep: Class 11 contains 35131 members 
Mstep: Class 12 contains 15379 members 
Mstep: Class 13 contains 8568 members 
Mstep: Class 14 contains 11105 members 
Mstep: Class 15 contains 5738 members 
Mstep: Class 16 contains 28403 members 
Mstep: Class 17 contains 27496 members 
Mstep: Class 18 contains 22647 members 
Mstep: Class 19 contains 29918 members 
Mstep: Class 20 contains 24431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648188.000000 Penalty: 56602.964844
Iteration 31Q: 19 clusters Score -3.564819e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 50030 members 
Mstep: Class 5 contains 13175 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 13866 members 
Mstep: Class 8 contains 5807 members 
Mstep: Class 9 contains 10024 members 
Mstep: Class 10 contains 11234 members 
Mstep: Class 11 contains 35103 members 
Mstep: Class 12 contains 15373 members 
Mstep: Class 13 contains 8546 members 
Mstep: Class 14 contains 11146 members 
Mstep: Class 15 contains 5773 members 
Mstep: Class 16 contains 28357 members 
Mstep: Class 17 contains 27381 members 
Mstep: Class 18 contains 22738 members 
Mstep: Class 19 contains 30001 members 
Mstep: Class 20 contains 24503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648456.000000 Penalty: 56602.964844
Iteration 32Q: 19 clusters Score -3.564846e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 49869 members 
Mstep: Class 5 contains 13171 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 13848 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 10051 members 
Mstep: Class 10 contains 11353 members 
Mstep: Class 11 contains 35082 members 
Mstep: Class 12 contains 15369 members 
Mstep: Class 13 contains 8527 members 
Mstep: Class 14 contains 11196 members 
Mstep: Class 15 contains 5799 members 
Mstep: Class 16 contains 28316 members 
Mstep: Class 17 contains 27277 members 
Mstep: Class 18 contains 22850 members 
Mstep: Class 19 contains 30082 members 
Mstep: Class 20 contains 24547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648536.000000 Penalty: 56602.964844
Iteration 33Q: 19 clusters Score -3.564854e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 49711 members 
Mstep: Class 5 contains 13149 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 13856 members 
Mstep: Class 8 contains 5626 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 11455 members 
Mstep: Class 11 contains 35063 members 
Mstep: Class 12 contains 15365 members 
Mstep: Class 13 contains 8513 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 5817 members 
Mstep: Class 16 contains 28282 members 
Mstep: Class 17 contains 27192 members 
Mstep: Class 18 contains 22958 members 
Mstep: Class 19 contains 30156 members 
Mstep: Class 20 contains 24599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648680.000000 Penalty: 56602.964844
Iteration 34Q: 19 clusters Score -3.564868e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 49581 members 
Mstep: Class 5 contains 13124 members 
Mstep: Class 6 contains 3207 members 
Mstep: Class 7 contains 13857 members 
Mstep: Class 8 contains 5538 members 
Mstep: Class 9 contains 10110 members 
Mstep: Class 10 contains 11559 members 
Mstep: Class 11 contains 35039 members 
Mstep: Class 12 contains 15358 members 
Mstep: Class 13 contains 8498 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 5836 members 
Mstep: Class 16 contains 28261 members 
Mstep: Class 17 contains 27108 members 
Mstep: Class 18 contains 23063 members 
Mstep: Class 19 contains 30212 members 
Mstep: Class 20 contains 24641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648812.000000 Penalty: 56602.964844
Iteration 35Q: 19 clusters Score -3.564881e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4900 members 
Mstep: Class 4 contains 49452 members 
Mstep: Class 5 contains 13079 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 13866 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 10136 members 
Mstep: Class 10 contains 11658 members 
Mstep: Class 11 contains 35014 members 
Mstep: Class 12 contains 15355 members 
Mstep: Class 13 contains 8480 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 5870 members 
Mstep: Class 16 contains 28227 members 
Mstep: Class 17 contains 27039 members 
Mstep: Class 18 contains 23180 members 
Mstep: Class 19 contains 30277 members 
Mstep: Class 20 contains 24686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648808.000000 Penalty: 56602.964844
Iteration 36Q: 19 clusters Score -3.564881e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4898 members 
Mstep: Class 4 contains 49323 members 
Mstep: Class 5 contains 13039 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 13856 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 10164 members 
Mstep: Class 10 contains 11751 members 
Mstep: Class 11 contains 34987 members 
Mstep: Class 12 contains 15352 members 
Mstep: Class 13 contains 8470 members 
Mstep: Class 14 contains 11330 members 
Mstep: Class 15 contains 5900 members 
Mstep: Class 16 contains 28200 members 
Mstep: Class 17 contains 26989 members 
Mstep: Class 18 contains 23274 members 
Mstep: Class 19 contains 30330 members 
Mstep: Class 20 contains 24733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648868.000000 Penalty: 56602.964844
Iteration 37Q: 19 clusters Score -3.564887e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 4891 members 
Mstep: Class 4 contains 49205 members 
Mstep: Class 5 contains 12990 members 
Mstep: Class 6 contains 3210 members 
Mstep: Class 7 contains 13854 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 10 contains 11824 members 
Mstep: Class 11 contains 34974 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8461 members 
Mstep: Class 14 contains 11348 members 
Mstep: Class 15 contains 5937 members 
Mstep: Class 16 contains 28174 members 
Mstep: Class 17 contains 26944 members 
Mstep: Class 18 contains 23366 members 
Mstep: Class 19 contains 30396 members 
Mstep: Class 20 contains 24771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648940.000000 Penalty: 56602.964844
Iteration 38Q: 19 clusters Score -3.564894e+07 nChanged 732
Entering ConstructFrom: 
Score: -35648940.000000 Penalty: 56602.964844
Entering ConstructFrom: 
Trying to split cluster 3 (4884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Entering Unmasked Estep 
Score: -559513.875000 Penalty: 2106.442627
	Iteration 0F: 2 clusters Score -559513.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -555133.375000 Penalty: 4212.885254
	Iteration 0F: 3 clusters Score -555133.4 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -556423.937500 Penalty: 4212.885254
	Iteration 1F: 3 clusters Score -556423.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -557386.437500 Penalty: 4212.885254
	Iteration 2F: 3 clusters Score -557386.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -558809.187500 Penalty: 4212.885254
	Iteration 3F: 3 clusters Score -558809.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -559933.437500 Penalty: 4212.885254
	Iteration 4F: 3 clusters Score -559933.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -560444.875000 Penalty: 4212.885254
	Iteration 5F: 3 clusters Score -560444.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -560693.750000 Penalty: 4212.885254
	Iteration 6Q: 3 clusters Score -560693.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -560858.312500 Penalty: 4212.885254
	Iteration 7Q: 3 clusters Score -560858.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -560992.062500 Penalty: 4212.885254
	Iteration 8Q: 3 clusters Score -560992.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -561154.937500 Penalty: 4212.885254
	Iteration 9Q: 3 clusters Score -561154.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -561445.687500 Penalty: 4212.885254
	Iteration 10Q: 3 clusters Score -561445.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -561695.750000 Penalty: 4212.885254
	Iteration 11Q: 3 clusters Score -561695.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -561780.187500 Penalty: 4212.885254
	Iteration 12Q: 3 clusters Score -561780.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -561803.625000 Penalty: 4212.885254
	Iteration 13Q: 3 clusters Score -561803.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -561812.500000 Penalty: 4212.885254
	Iteration 14Q: 3 clusters Score -561812.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -561816.250000 Penalty: 4212.885254
	Iteration 15Q: 3 clusters Score -561816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -561817.812500 Penalty: 4212.885254
	Iteration 16Q: 3 clusters Score -561817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -561817.812500 Penalty: 4212.885254
	Iteration 17F: 3 clusters Score -561817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 49120 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 5259 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 34963 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 5968 members 
Mstep: Class 16 contains 28135 members 
Mstep: Class 17 contains 26897 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 30427 members 
Mstep: Class 20 contains 24809 members 
Entering Unmasked Estep 
Score: -35650108.000000 Penalty: 59747.574219
Splitting cluster 3 changes total score from -35648940.000000 to -35650108.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (49120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Entering Unmasked Estep 
Score: -5843254.000000 Penalty: 2678.901367
	Iteration 0F: 2 clusters Score -5843254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5810253.000000 Penalty: 5357.802734
	Iteration 0F: 3 clusters Score -5810253 nChanged 22647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5823195.000000 Penalty: 5357.802734
	Iteration 1F: 3 clusters Score -5823195 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -5825087.000000 Penalty: 5357.802734
	Iteration 2F: 3 clusters Score -5825087 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -5828469.500000 Penalty: 5357.802734
	Iteration 3F: 3 clusters Score -5828470 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -5832786.000000 Penalty: 5357.802734
	Iteration 4F: 3 clusters Score -5832786 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -5836709.000000 Penalty: 5357.802734
	Iteration 5F: 3 clusters Score -5836709 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -5839501.500000 Penalty: 5357.802734
	Iteration 6F: 3 clusters Score -5839502 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -5841450.000000 Penalty: 5357.802734
	Iteration 7Q: 3 clusters Score -5841450 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5843091.500000 Penalty: 5357.802734
	Iteration 8Q: 3 clusters Score -5843092 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -5844466.500000 Penalty: 5357.802734
	Iteration 9Q: 3 clusters Score -5844466 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5845088.000000 Penalty: 5357.802734
	Iteration 10Q: 3 clusters Score -5845088 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5845399.500000 Penalty: 5357.802734
	Iteration 11Q: 3 clusters Score -5845400 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -5845587.000000 Penalty: 5357.802734
	Iteration 12Q: 3 clusters Score -5845587 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5845740.500000 Penalty: 5357.802734
	Iteration 13Q: 3 clusters Score -5845740 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -5845867.000000 Penalty: 5357.802734
	Iteration 14Q: 3 clusters Score -5845867 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -5845983.000000 Penalty: 5357.802734
	Iteration 15Q: 3 clusters Score -5845983 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5846073.000000 Penalty: 5357.802734
	Iteration 16Q: 3 clusters Score -5846073 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -5846128.500000 Penalty: 5357.802734
	Iteration 17Q: 3 clusters Score -5846128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -5846202.500000 Penalty: 5357.802734
	Iteration 18Q: 3 clusters Score -5846202 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -5846239.500000 Penalty: 5357.802734
	Iteration 19Q: 3 clusters Score -5846240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -5846259.000000 Penalty: 5357.802734
	Iteration 20F: 3 clusters Score -5846259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -5846259.500000 Penalty: 5357.802734
	Iteration 21Q: 3 clusters Score -5846260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -5846252.500000 Penalty: 5357.802734
	Iteration 22Q: 3 clusters Score -5846252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -5846240.500000 Penalty: 5357.802734
	Iteration 23Q: 3 clusters Score -5846240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -5846242.000000 Penalty: 5357.802734
	Iteration 24Q: 3 clusters Score -5846242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5846233.000000 Penalty: 5357.802734
	Iteration 25Q: 3 clusters Score -5846233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5846236.000000 Penalty: 5357.802734
	Iteration 26Q: 3 clusters Score -5846236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -5846239.500000 Penalty: 5357.802734
	Iteration 27Q: 3 clusters Score -5846240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -5846243.500000 Penalty: 5357.802734
	Iteration 28Q: 3 clusters Score -5846244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -5846243.000000 Penalty: 5357.802734
	Iteration 29Q: 3 clusters Score -5846243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -5846239.000000 Penalty: 5357.802734
	Iteration 30Q: 3 clusters Score -5846239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -5846240.000000 Penalty: 5357.802734
	Iteration 31Q: 3 clusters Score -5846240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -5846243.000000 Penalty: 5357.802734
	Iteration 32Q: 3 clusters Score -5846243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -5846243.000000 Penalty: 5357.802734
	Iteration 33F: 3 clusters Score -5846243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44144 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 3212 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 5259 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 34963 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 5968 members 
Mstep: Class 16 contains 28135 members 
Mstep: Class 17 contains 26897 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 30427 members 
Mstep: Class 20 contains 24809 members 
Entering Unmasked Estep 
Score: -35652468.000000 Penalty: 62892.183594
Splitting cluster 4 changes total score from -35648940.000000 to -35652468.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (12939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Entering Unmasked Estep 
Score: -1464059.000000 Penalty: 2348.064453
	Iteration 0F: 2 clusters Score -1464059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1454490.750000 Penalty: 4696.128906
	Iteration 0F: 3 clusters Score -1454491 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1457538.625000 Penalty: 4696.128906
	Iteration 1F: 3 clusters Score -1457539 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1458196.000000 Penalty: 4696.128906
	Iteration 2F: 3 clusters Score -1458196 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1458959.750000 Penalty: 4696.128906
	Iteration 3F: 3 clusters Score -1458960 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1459913.875000 Penalty: 4696.128906
	Iteration 4F: 3 clusters Score -1459914 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1460895.500000 Penalty: 4696.128906
	Iteration 5F: 3 clusters Score -1460896 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1461594.375000 Penalty: 4696.128906
	Iteration 6F: 3 clusters Score -1461594 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1461981.500000 Penalty: 4696.128906
	Iteration 7Q: 3 clusters Score -1461982 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1462202.750000 Penalty: 4696.128906
	Iteration 8Q: 3 clusters Score -1462203 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1462332.375000 Penalty: 4696.128906
	Iteration 9Q: 3 clusters Score -1462332 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1462394.250000 Penalty: 4696.128906
	Iteration 10Q: 3 clusters Score -1462394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1462431.250000 Penalty: 4696.128906
	Iteration 11Q: 3 clusters Score -1462431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1462447.875000 Penalty: 4696.128906
	Iteration 12Q: 3 clusters Score -1462448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1462470.500000 Penalty: 4696.128906
	Iteration 13Q: 3 clusters Score -1462470 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1462481.250000 Penalty: 4696.128906
	Iteration 14Q: 3 clusters Score -1462481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1462489.000000 Penalty: 4696.128906
	Iteration 15Q: 3 clusters Score -1462489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1462496.375000 Penalty: 4696.128906
	Iteration 16Q: 3 clusters Score -1462496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1462502.250000 Penalty: 4696.128906
	Iteration 17Q: 3 clusters Score -1462502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1462504.375000 Penalty: 4696.128906
	Iteration 18Q: 3 clusters Score -1462504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1462510.500000 Penalty: 4696.128906
	Iteration 19Q: 3 clusters Score -1462510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1462510.500000 Penalty: 4696.128906
	Iteration 20F: 3 clusters Score -1462510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1462517.250000 Penalty: 4696.128906
	Iteration 21Q: 3 clusters Score -1462517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1462517.250000 Penalty: 4696.128906
	Iteration 22Q: 3 clusters Score -1462517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1462521.125000 Penalty: 4696.128906
	Iteration 23Q: 3 clusters Score -1462521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1462522.375000 Penalty: 4696.128906
	Iteration 24Q: 3 clusters Score -1462522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1462523.875000 Penalty: 4696.128906
	Iteration 25Q: 3 clusters Score -1462524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1462528.000000 Penalty: 4696.128906
	Iteration 26Q: 3 clusters Score -1462528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1462528.250000 Penalty: 4696.128906
	Iteration 27Q: 3 clusters Score -1462528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1462530.250000 Penalty: 4696.128906
	Iteration 28Q: 3 clusters Score -1462530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1462529.250000 Penalty: 4696.128906
	Iteration 29Q: 3 clusters Score -1462529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1462532.125000 Penalty: 4696.128906
	Iteration 30Q: 3 clusters Score -1462532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1462536.250000 Penalty: 4696.128906
	Iteration 31Q: 3 clusters Score -1462536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1462538.125000 Penalty: 4696.128906
	Iteration 32Q: 3 clusters Score -1462538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1462536.125000 Penalty: 4696.128906
	Iteration 33Q: 3 clusters Score -1462536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1462537.375000 Penalty: 4696.128906
	Iteration 34Q: 3 clusters Score -1462537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1462537.375000 Penalty: 4696.128906
	Iteration 35F: 3 clusters Score -1462537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -342787.843750 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -342787.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -339468.218750 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -339468.2 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -340324.531250 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -340324.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -340707.937500 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -340707.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -341267.218750 Penalty: 4005.025879
	Iteration 3F: 3 clusters Score -341267.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -341993.156250 Penalty: 4005.025879
	Iteration 4F: 3 clusters Score -341993.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -342590.937500 Penalty: 4005.025879
	Iteration 5F: 3 clusters Score -342590.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -342857.656250 Penalty: 4005.025879
	Iteration 6F: 3 clusters Score -342857.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -342970.312500 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -342970.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -343020.250000 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -343020.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -343051.843750 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -343051.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -343068.687500 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -343068.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -343086.312500 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -343086.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -343099.031250 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -343099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -343112.093750 Penalty: 4005.025879
	Iteration 13Q: 3 clusters Score -343112.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -343118.156250 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -343118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -343127.562500 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -343127.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -343134.656250 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -343134.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -343137.093750 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -343137.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -343139.156250 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -343139.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -343140.968750 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -343141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -343140.781250 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -343140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44144 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 5259 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 34963 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 5968 members 
Mstep: Class 16 contains 28135 members 
Mstep: Class 17 contains 26897 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 30427 members 
Mstep: Class 20 contains 24809 members 
Mstep: Class 21 contains 977 members 
Entering Unmasked Estep 
Score: -35651660.000000 Penalty: 66036.789062
Splitting cluster 6 changes total score from -35648940.000000 to -35651660.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (13858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Entering Unmasked Estep 
Score: -1491183.375000 Penalty: 2365.081299
	Iteration 0F: 2 clusters Score -1491183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1481098.750000 Penalty: 4730.162598
	Iteration 0F: 3 clusters Score -1481099 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1484415.375000 Penalty: 4730.162598
	Iteration 1F: 3 clusters Score -1484415 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1485070.000000 Penalty: 4730.162598
	Iteration 2F: 3 clusters Score -1485070 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1485719.375000 Penalty: 4730.162598
	Iteration 3F: 3 clusters Score -1485719 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1486372.625000 Penalty: 4730.162598
	Iteration 4F: 3 clusters Score -1486373 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1486937.750000 Penalty: 4730.162598
	Iteration 5F: 3 clusters Score -1486938 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1487426.875000 Penalty: 4730.162598
	Iteration 6F: 3 clusters Score -1487427 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1487823.250000 Penalty: 4730.162598
	Iteration 7Q: 3 clusters Score -1487823 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1488168.125000 Penalty: 4730.162598
	Iteration 8Q: 3 clusters Score -1488168 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1488424.000000 Penalty: 4730.162598
	Iteration 9Q: 3 clusters Score -1488424 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1488607.500000 Penalty: 4730.162598
	Iteration 10Q: 3 clusters Score -1488608 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1488717.125000 Penalty: 4730.162598
	Iteration 11Q: 3 clusters Score -1488717 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1488794.125000 Penalty: 4730.162598
	Iteration 12Q: 3 clusters Score -1488794 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1488855.000000 Penalty: 4730.162598
	Iteration 13Q: 3 clusters Score -1488855 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1488904.875000 Penalty: 4730.162598
	Iteration 14Q: 3 clusters Score -1488905 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1488930.625000 Penalty: 4730.162598
	Iteration 15Q: 3 clusters Score -1488931 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1488944.625000 Penalty: 4730.162598
	Iteration 16Q: 3 clusters Score -1488945 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1488953.375000 Penalty: 4730.162598
	Iteration 17Q: 3 clusters Score -1488953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1488966.125000 Penalty: 4730.162598
	Iteration 18Q: 3 clusters Score -1488966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1488976.000000 Penalty: 4730.162598
	Iteration 19Q: 3 clusters Score -1488976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1488983.875000 Penalty: 4730.162598
	Iteration 20F: 3 clusters Score -1488984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1488987.625000 Penalty: 4730.162598
	Iteration 21Q: 3 clusters Score -1488988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1488987.125000 Penalty: 4730.162598
	Iteration 22Q: 3 clusters Score -1488987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1488987.750000 Penalty: 4730.162598
	Iteration 23Q: 3 clusters Score -1488988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1488992.625000 Penalty: 4730.162598
	Iteration 24Q: 3 clusters Score -1488993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1488994.375000 Penalty: 4730.162598
	Iteration 25Q: 3 clusters Score -1488994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1489002.500000 Penalty: 4730.162598
	Iteration 26Q: 3 clusters Score -1489002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1489004.000000 Penalty: 4730.162598
	Iteration 27Q: 3 clusters Score -1489004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1489006.625000 Penalty: 4730.162598
	Iteration 28Q: 3 clusters Score -1489007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1489012.500000 Penalty: 4730.162598
	Iteration 29Q: 3 clusters Score -1489012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1489013.125000 Penalty: 4730.162598
	Iteration 30Q: 3 clusters Score -1489013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1489014.750000 Penalty: 4730.162598
	Iteration 31Q: 3 clusters Score -1489015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1489018.500000 Penalty: 4730.162598
	Iteration 32Q: 3 clusters Score -1489018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1489017.750000 Penalty: 4730.162598
	Iteration 33Q: 3 clusters Score -1489018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1489018.125000 Penalty: 4730.162598
	Iteration 34Q: 3 clusters Score -1489018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1489017.750000 Penalty: 4730.162598
	Iteration 35Q: 3 clusters Score -1489018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1489019.250000 Penalty: 4730.162598
	Iteration 36Q: 3 clusters Score -1489019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1489020.125000 Penalty: 4730.162598
	Iteration 37Q: 3 clusters Score -1489020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1489020.500000 Penalty: 4730.162598
	Iteration 38Q: 3 clusters Score -1489020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1489020.500000 Penalty: 4730.162598
	Iteration 39F: 3 clusters Score -1489020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Entering Unmasked Estep 
Score: -613717.437500 Penalty: 2124.788818
	Iteration 0F: 2 clusters Score -613717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -609020.437500 Penalty: 4249.577637
	Iteration 0F: 3 clusters Score -609020.4 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -610238.187500 Penalty: 4249.577637
	Iteration 1F: 3 clusters Score -610238.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -610521.562500 Penalty: 4249.577637
	Iteration 2F: 3 clusters Score -610521.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -610765.500000 Penalty: 4249.577637
	Iteration 3F: 3 clusters Score -610765.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -611073.750000 Penalty: 4249.577637
	Iteration 4F: 3 clusters Score -611073.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -611502.187500 Penalty: 4249.577637
	Iteration 5F: 3 clusters Score -611502.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -612041.375000 Penalty: 4249.577637
	Iteration 6F: 3 clusters Score -612041.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -612692.875000 Penalty: 4249.577637
	Iteration 7F: 3 clusters Score -612692.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -613290.875000 Penalty: 4249.577637
	Iteration 8F: 3 clusters Score -613290.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -613630.000000 Penalty: 4249.577637
	Iteration 9Q: 3 clusters Score -613630 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -613856.375000 Penalty: 4249.577637
	Iteration 10Q: 3 clusters Score -613856.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -614008.312500 Penalty: 4249.577637
	Iteration 11Q: 3 clusters Score -614008.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -614113.312500 Penalty: 4249.577637
	Iteration 12Q: 3 clusters Score -614113.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -614164.500000 Penalty: 4249.577637
	Iteration 13Q: 3 clusters Score -614164.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -614185.312500 Penalty: 4249.577637
	Iteration 14Q: 3 clusters Score -614185.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -614192.875000 Penalty: 4249.577637
	Iteration 15Q: 3 clusters Score -614192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -614197.875000 Penalty: 4249.577637
	Iteration 16Q: 3 clusters Score -614197.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -614206.375000 Penalty: 4249.577637
	Iteration 17Q: 3 clusters Score -614206.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -614212.937500 Penalty: 4249.577637
	Iteration 18Q: 3 clusters Score -614212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -614214.500000 Penalty: 4249.577637
	Iteration 19Q: 3 clusters Score -614214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -614214.875000 Penalty: 4249.577637
	Iteration 20F: 3 clusters Score -614214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -614215.500000 Penalty: 4249.577637
	Iteration 21Q: 3 clusters Score -614215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -614215.687500 Penalty: 4249.577637
	Iteration 22Q: 3 clusters Score -614215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -614215.375000 Penalty: 4249.577637
	Iteration 23Q: 3 clusters Score -614215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -614216.000000 Penalty: 4249.577637
	Iteration 24Q: 3 clusters Score -614216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -614216.000000 Penalty: 4249.577637
	Iteration 25F: 3 clusters Score -614216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44144 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 34963 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 5968 members 
Mstep: Class 16 contains 28135 members 
Mstep: Class 17 contains 26897 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 30427 members 
Mstep: Class 20 contains 24809 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 2765 members 
Entering Unmasked Estep 
Score: -35651160.000000 Penalty: 69181.398438
Splitting cluster 8 changes total score from -35648940.000000 to -35651160.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (10194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Entering Unmasked Estep 
Score: -966468.500000 Penalty: 2288.929443
	Iteration 0F: 2 clusters Score -966468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -958739.375000 Penalty: 4577.858887
	Iteration 0F: 3 clusters Score -958739.4 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -961165.187500 Penalty: 4577.858887
	Iteration 1F: 3 clusters Score -961165.2 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -961658.500000 Penalty: 4577.858887
	Iteration 2F: 3 clusters Score -961658.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -962137.750000 Penalty: 4577.858887
	Iteration 3F: 3 clusters Score -962137.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -962612.562500 Penalty: 4577.858887
	Iteration 4F: 3 clusters Score -962612.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -963032.437500 Penalty: 4577.858887
	Iteration 5F: 3 clusters Score -963032.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -963385.562500 Penalty: 4577.858887
	Iteration 6F: 3 clusters Score -963385.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -963669.375000 Penalty: 4577.858887
	Iteration 7Q: 3 clusters Score -963669.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -963832.687500 Penalty: 4577.858887
	Iteration 8Q: 3 clusters Score -963832.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -963952.562500 Penalty: 4577.858887
	Iteration 9Q: 3 clusters Score -963952.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -964045.750000 Penalty: 4577.858887
	Iteration 10Q: 3 clusters Score -964045.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -964111.625000 Penalty: 4577.858887
	Iteration 11Q: 3 clusters Score -964111.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -964164.187500 Penalty: 4577.858887
	Iteration 12Q: 3 clusters Score -964164.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -964201.875000 Penalty: 4577.858887
	Iteration 13Q: 3 clusters Score -964201.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -964230.000000 Penalty: 4577.858887
	Iteration 14Q: 3 clusters Score -964230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -964251.250000 Penalty: 4577.858887
	Iteration 15Q: 3 clusters Score -964251.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -964268.187500 Penalty: 4577.858887
	Iteration 16Q: 3 clusters Score -964268.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -964278.437500 Penalty: 4577.858887
	Iteration 17Q: 3 clusters Score -964278.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -964291.937500 Penalty: 4577.858887
	Iteration 18Q: 3 clusters Score -964291.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -964305.687500 Penalty: 4577.858887
	Iteration 19Q: 3 clusters Score -964305.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -964315.375000 Penalty: 4577.858887
	Iteration 20F: 3 clusters Score -964315.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -964321.687500 Penalty: 4577.858887
	Iteration 21Q: 3 clusters Score -964321.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -964326.062500 Penalty: 4577.858887
	Iteration 22Q: 3 clusters Score -964326.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -964331.750000 Penalty: 4577.858887
	Iteration 23Q: 3 clusters Score -964331.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -964334.312500 Penalty: 4577.858887
	Iteration 24Q: 3 clusters Score -964334.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -964336.000000 Penalty: 4577.858887
	Iteration 25Q: 3 clusters Score -964336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -964338.125000 Penalty: 4577.858887
	Iteration 26Q: 3 clusters Score -964338.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -964339.312500 Penalty: 4577.858887
	Iteration 27Q: 3 clusters Score -964339.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -964344.125000 Penalty: 4577.858887
	Iteration 28Q: 3 clusters Score -964344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -964345.062500 Penalty: 4577.858887
	Iteration 29Q: 3 clusters Score -964345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -964345.875000 Penalty: 4577.858887
	Iteration 30Q: 3 clusters Score -964345.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -964346.625000 Penalty: 4577.858887
	Iteration 31Q: 3 clusters Score -964346.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -964348.312500 Penalty: 4577.858887
	Iteration 32Q: 3 clusters Score -964348.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -964348.687500 Penalty: 4577.858887
	Iteration 33Q: 3 clusters Score -964348.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -964351.687500 Penalty: 4577.858887
	Iteration 34Q: 3 clusters Score -964351.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -964352.875000 Penalty: 4577.858887
	Iteration 35Q: 3 clusters Score -964352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -964352.125000 Penalty: 4577.858887
	Iteration 36Q: 3 clusters Score -964352.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -964354.625000 Penalty: 4577.858887
	Iteration 37Q: 3 clusters Score -964354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -964354.812500 Penalty: 4577.858887
	Iteration 38Q: 3 clusters Score -964354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -964358.187500 Penalty: 4577.858887
	Iteration 39Q: 3 clusters Score -964358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -964357.062500 Penalty: 4577.858887
	Iteration 40F: 3 clusters Score -964357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -964356.562500 Penalty: 4577.858887
	Iteration 41Q: 3 clusters Score -964356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -964356.812500 Penalty: 4577.858887
	Iteration 42Q: 3 clusters Score -964356.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -964356.187500 Penalty: 4577.858887
	Iteration 43Q: 3 clusters Score -964356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -964357.625000 Penalty: 4577.858887
	Iteration 44Q: 3 clusters Score -964357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -964357.312500 Penalty: 4577.858887
	Iteration 45Q: 3 clusters Score -964357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -964356.625000 Penalty: 4577.858887
	Iteration 46Q: 3 clusters Score -964356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -964356.625000 Penalty: 4577.858887
	Iteration 47F: 3 clusters Score -964356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Entering Unmasked Estep 
Score: -1281404.375000 Penalty: 2326.908691
	Iteration 0F: 2 clusters Score -1281404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1272558.375000 Penalty: 4653.817383
	Iteration 0F: 3 clusters Score -1272558 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1275598.750000 Penalty: 4653.817383
	Iteration 1F: 3 clusters Score -1275599 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1276264.750000 Penalty: 4653.817383
	Iteration 2F: 3 clusters Score -1276265 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1276796.500000 Penalty: 4653.817383
	Iteration 3F: 3 clusters Score -1276796 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1277257.500000 Penalty: 4653.817383
	Iteration 4F: 3 clusters Score -1277258 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1277645.500000 Penalty: 4653.817383
	Iteration 5F: 3 clusters Score -1277646 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1278020.625000 Penalty: 4653.817383
	Iteration 6F: 3 clusters Score -1278021 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1278342.500000 Penalty: 4653.817383
	Iteration 7Q: 3 clusters Score -1278342 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1278643.500000 Penalty: 4653.817383
	Iteration 8Q: 3 clusters Score -1278644 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1278911.000000 Penalty: 4653.817383
	Iteration 9Q: 3 clusters Score -1278911 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1279105.125000 Penalty: 4653.817383
	Iteration 10Q: 3 clusters Score -1279105 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1279246.250000 Penalty: 4653.817383
	Iteration 11Q: 3 clusters Score -1279246 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1279353.875000 Penalty: 4653.817383
	Iteration 12Q: 3 clusters Score -1279354 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1279432.125000 Penalty: 4653.817383
	Iteration 13Q: 3 clusters Score -1279432 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1279496.875000 Penalty: 4653.817383
	Iteration 14Q: 3 clusters Score -1279497 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1279551.250000 Penalty: 4653.817383
	Iteration 15Q: 3 clusters Score -1279551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1279597.000000 Penalty: 4653.817383
	Iteration 16Q: 3 clusters Score -1279597 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1279639.000000 Penalty: 4653.817383
	Iteration 17Q: 3 clusters Score -1279639 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1279673.125000 Penalty: 4653.817383
	Iteration 18Q: 3 clusters Score -1279673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1279691.375000 Penalty: 4653.817383
	Iteration 19Q: 3 clusters Score -1279691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1279706.875000 Penalty: 4653.817383
	Iteration 20F: 3 clusters Score -1279707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1279723.125000 Penalty: 4653.817383
	Iteration 21Q: 3 clusters Score -1279723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1279739.500000 Penalty: 4653.817383
	Iteration 22Q: 3 clusters Score -1279740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1279747.750000 Penalty: 4653.817383
	Iteration 23Q: 3 clusters Score -1279748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1279756.875000 Penalty: 4653.817383
	Iteration 24Q: 3 clusters Score -1279757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1279769.000000 Penalty: 4653.817383
	Iteration 25Q: 3 clusters Score -1279769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1279774.375000 Penalty: 4653.817383
	Iteration 26Q: 3 clusters Score -1279774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1279785.875000 Penalty: 4653.817383
	Iteration 27Q: 3 clusters Score -1279786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1279789.000000 Penalty: 4653.817383
	Iteration 28Q: 3 clusters Score -1279789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1279797.125000 Penalty: 4653.817383
	Iteration 29Q: 3 clusters Score -1279797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1279804.500000 Penalty: 4653.817383
	Iteration 30Q: 3 clusters Score -1279804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1279807.250000 Penalty: 4653.817383
	Iteration 31Q: 3 clusters Score -1279807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1279815.375000 Penalty: 4653.817383
	Iteration 32Q: 3 clusters Score -1279815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1279818.875000 Penalty: 4653.817383
	Iteration 33Q: 3 clusters Score -1279819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1279821.250000 Penalty: 4653.817383
	Iteration 34Q: 3 clusters Score -1279821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1279822.000000 Penalty: 4653.817383
	Iteration 35Q: 3 clusters Score -1279822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1279825.125000 Penalty: 4653.817383
	Iteration 36Q: 3 clusters Score -1279825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1279825.250000 Penalty: 4653.817383
	Iteration 37Q: 3 clusters Score -1279825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1279825.625000 Penalty: 4653.817383
	Iteration 38Q: 3 clusters Score -1279826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1279823.125000 Penalty: 4653.817383
	Iteration 39Q: 3 clusters Score -1279823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1279824.000000 Penalty: 4653.817383
	Iteration 40F: 3 clusters Score -1279824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1279824.375000 Penalty: 4653.817383
	Iteration 41Q: 3 clusters Score -1279824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1279824.375000 Penalty: 4653.817383
	Iteration 42F: 3 clusters Score -1279824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Entering Unmasked Estep 
Score: -4178965.750000 Penalty: 2594.587402
	Iteration 0F: 2 clusters Score -4178966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4155140.000000 Penalty: 5189.174805
	Iteration 0F: 3 clusters Score -4155140 nChanged 15930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4164212.250000 Penalty: 5189.174805
	Iteration 1F: 3 clusters Score -4164212 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4165101.250000 Penalty: 5189.174805
	Iteration 2F: 3 clusters Score -4165101 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4166298.000000 Penalty: 5189.174805
	Iteration 3F: 3 clusters Score -4166298 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4167801.750000 Penalty: 5189.174805
	Iteration 4F: 3 clusters Score -4167802 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -4169531.500000 Penalty: 5189.174805
	Iteration 5F: 3 clusters Score -4169532 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -4171008.250000 Penalty: 5189.174805
	Iteration 6F: 3 clusters Score -4171008 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -4172110.500000 Penalty: 5189.174805
	Iteration 7F: 3 clusters Score -4172110 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -4172880.750000 Penalty: 5189.174805
	Iteration 8Q: 3 clusters Score -4172881 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -4173460.750000 Penalty: 5189.174805
	Iteration 9Q: 3 clusters Score -4173461 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4173931.750000 Penalty: 5189.174805
	Iteration 10Q: 3 clusters Score -4173932 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -4174359.500000 Penalty: 5189.174805
	Iteration 11Q: 3 clusters Score -4174360 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4174889.750000 Penalty: 5189.174805
	Iteration 12Q: 3 clusters Score -4174890 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4175404.500000 Penalty: 5189.174805
	Iteration 13Q: 3 clusters Score -4175404 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4175924.250000 Penalty: 5189.174805
	Iteration 14Q: 3 clusters Score -4175924 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4176400.000000 Penalty: 5189.174805
	Iteration 15Q: 3 clusters Score -4176400 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4176794.750000 Penalty: 5189.174805
	Iteration 16Q: 3 clusters Score -4176795 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4177068.750000 Penalty: 5189.174805
	Iteration 17Q: 3 clusters Score -4177069 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4177257.000000 Penalty: 5189.174805
	Iteration 18Q: 3 clusters Score -4177257 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -4177355.750000 Penalty: 5189.174805
	Iteration 19Q: 3 clusters Score -4177356 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -4177427.750000 Penalty: 5189.174805
	Iteration 20F: 3 clusters Score -4177428 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -4177491.000000 Penalty: 5189.174805
	Iteration 21Q: 3 clusters Score -4177491 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4177520.000000 Penalty: 5189.174805
	Iteration 22Q: 3 clusters Score -4177520 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4177555.500000 Penalty: 5189.174805
	Iteration 23Q: 3 clusters Score -4177556 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4177620.250000 Penalty: 5189.174805
	Iteration 24Q: 3 clusters Score -4177620 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -4177641.000000 Penalty: 5189.174805
	Iteration 25Q: 3 clusters Score -4177641 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4177667.750000 Penalty: 5189.174805
	Iteration 26Q: 3 clusters Score -4177668 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4177713.500000 Penalty: 5189.174805
	Iteration 27Q: 3 clusters Score -4177714 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4177742.000000 Penalty: 5189.174805
	Iteration 28Q: 3 clusters Score -4177742 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4177781.250000 Penalty: 5189.174805
	Iteration 29Q: 3 clusters Score -4177781 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4177858.250000 Penalty: 5189.174805
	Iteration 30Q: 3 clusters Score -4177858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -4177886.250000 Penalty: 5189.174805
	Iteration 31Q: 3 clusters Score -4177886 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -4177961.500000 Penalty: 5189.174805
	Iteration 32Q: 3 clusters Score -4177962 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4178060.000000 Penalty: 5189.174805
	Iteration 33Q: 3 clusters Score -4178060 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4178198.250000 Penalty: 5189.174805
	Iteration 34Q: 3 clusters Score -4178198 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -4178321.000000 Penalty: 5189.174805
	Iteration 35Q: 3 clusters Score -4178321 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -4178466.500000 Penalty: 5189.174805
	Iteration 36Q: 3 clusters Score -4178466 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -4178653.500000 Penalty: 5189.174805
	Iteration 37Q: 3 clusters Score -4178654 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4178888.000000 Penalty: 5189.174805
	Iteration 38Q: 3 clusters Score -4178888 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -4179164.500000 Penalty: 5189.174805
	Iteration 39Q: 3 clusters Score -4179164 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -4179348.500000 Penalty: 5189.174805
	Iteration 40F: 3 clusters Score -4179348 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4179458.250000 Penalty: 5189.174805
	Iteration 41Q: 3 clusters Score -4179458 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -4179548.000000 Penalty: 5189.174805
	Iteration 42Q: 3 clusters Score -4179548 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4179567.750000 Penalty: 5189.174805
	Iteration 43Q: 3 clusters Score -4179568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -4179578.500000 Penalty: 5189.174805
	Iteration 44Q: 3 clusters Score -4179578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -4179603.750000 Penalty: 5189.174805
	Iteration 45Q: 3 clusters Score -4179604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -4179617.750000 Penalty: 5189.174805
	Iteration 46Q: 3 clusters Score -4179618 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4179629.250000 Penalty: 5189.174805
	Iteration 47Q: 3 clusters Score -4179629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4179633.250000 Penalty: 5189.174805
	Iteration 48Q: 3 clusters Score -4179633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -4179633.750000 Penalty: 5189.174805
	Iteration 49Q: 3 clusters Score -4179634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -4179643.500000 Penalty: 5189.174805
	Iteration 50Q: 3 clusters Score -4179644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4179642.250000 Penalty: 5189.174805
	Iteration 51Q: 3 clusters Score -4179642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4179652.000000 Penalty: 5189.174805
	Iteration 52Q: 3 clusters Score -4179652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -4179657.000000 Penalty: 5189.174805
	Iteration 53Q: 3 clusters Score -4179657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4179664.500000 Penalty: 5189.174805
	Iteration 54Q: 3 clusters Score -4179664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4179669.750000 Penalty: 5189.174805
	Iteration 55Q: 3 clusters Score -4179670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4179667.750000 Penalty: 5189.174805
	Iteration 56Q: 3 clusters Score -4179668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4179664.250000 Penalty: 5189.174805
	Iteration 57Q: 3 clusters Score -4179664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -4179670.250000 Penalty: 5189.174805
	Iteration 58Q: 3 clusters Score -4179670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4179670.500000 Penalty: 5189.174805
	Iteration 59Q: 3 clusters Score -4179670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -4179678.250000 Penalty: 5189.174805
	Iteration 60F: 3 clusters Score -4179678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -4179675.500000 Penalty: 5189.174805
	Iteration 61Q: 3 clusters Score -4179676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4179678.500000 Penalty: 5189.174805
	Iteration 62Q: 3 clusters Score -4179678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -4179678.750000 Penalty: 5189.174805
	Iteration 63Q: 3 clusters Score -4179679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4179676.250000 Penalty: 5189.174805
	Iteration 64Q: 3 clusters Score -4179676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -4179680.500000 Penalty: 5189.174805
	Iteration 65Q: 3 clusters Score -4179680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4179692.500000 Penalty: 5189.174805
	Iteration 66Q: 3 clusters Score -4179692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4179692.500000 Penalty: 5189.174805
	Iteration 67Q: 3 clusters Score -4179692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4179692.500000 Penalty: 5189.174805
	Iteration 68Q: 3 clusters Score -4179692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -4179695.750000 Penalty: 5189.174805
	Iteration 69Q: 3 clusters Score -4179696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -4179703.500000 Penalty: 5189.174805
	Iteration 70Q: 3 clusters Score -4179704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -4179706.500000 Penalty: 5189.174805
	Iteration 71Q: 3 clusters Score -4179706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -4179697.750000 Penalty: 5189.174805
	Iteration 72Q: 3 clusters Score -4179698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -4179700.250000 Penalty: 5189.174805
	Iteration 73Q: 3 clusters Score -4179700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4179705.250000 Penalty: 5189.174805
	Iteration 74Q: 3 clusters Score -4179705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4179714.500000 Penalty: 5189.174805
	Iteration 75Q: 3 clusters Score -4179714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4179718.750000 Penalty: 5189.174805
	Iteration 76Q: 3 clusters Score -4179719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -4179715.500000 Penalty: 5189.174805
	Iteration 77Q: 3 clusters Score -4179716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4179714.500000 Penalty: 5189.174805
	Iteration 78Q: 3 clusters Score -4179714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4179721.250000 Penalty: 5189.174805
	Iteration 79Q: 3 clusters Score -4179721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -4179732.250000 Penalty: 5189.174805
	Iteration 80F: 3 clusters Score -4179732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -4179738.750000 Penalty: 5189.174805
	Iteration 81Q: 3 clusters Score -4179739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -4179742.250000 Penalty: 5189.174805
	Iteration 82Q: 3 clusters Score -4179742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -4179752.000000 Penalty: 5189.174805
	Iteration 83Q: 3 clusters Score -4179752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -4179745.500000 Penalty: 5189.174805
	Iteration 84Q: 3 clusters Score -4179746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -4179746.750000 Penalty: 5189.174805
	Iteration 85Q: 3 clusters Score -4179747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -4179755.500000 Penalty: 5189.174805
	Iteration 86Q: 3 clusters Score -4179756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -4179748.000000 Penalty: 5189.174805
	Iteration 87Q: 3 clusters Score -4179748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4179760.750000 Penalty: 5189.174805
	Iteration 88Q: 3 clusters Score -4179761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -4179757.500000 Penalty: 5189.174805
	Iteration 89Q: 3 clusters Score -4179758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4179761.750000 Penalty: 5189.174805
	Iteration 90Q: 3 clusters Score -4179762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -4179771.000000 Penalty: 5189.174805
	Iteration 91Q: 3 clusters Score -4179771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4179769.250000 Penalty: 5189.174805
	Iteration 92Q: 3 clusters Score -4179769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -4179771.250000 Penalty: 5189.174805
	Iteration 93Q: 3 clusters Score -4179771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4179770.250000 Penalty: 5189.174805
	Iteration 94Q: 3 clusters Score -4179770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4179787.250000 Penalty: 5189.174805
	Iteration 95Q: 3 clusters Score -4179787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4179787.500000 Penalty: 5189.174805
	Iteration 96Q: 3 clusters Score -4179788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4179786.000000 Penalty: 5189.174805
	Iteration 97Q: 3 clusters Score -4179786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -4179783.000000 Penalty: 5189.174805
	Iteration 98Q: 3 clusters Score -4179783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4179783.750000 Penalty: 5189.174805
	Iteration 99Q: 3 clusters Score -4179784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4179783.000000 Penalty: 5189.174805
	Iteration 100F: 3 clusters Score -4179783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4179782.750000 Penalty: 5189.174805
	Iteration 101Q: 3 clusters Score -4179783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4179782.750000 Penalty: 5189.174805
	Iteration 102F: 3 clusters Score -4179783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44144 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 5968 members 
Mstep: Class 16 contains 28135 members 
Mstep: Class 17 contains 26897 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 30427 members 
Mstep: Class 20 contains 24809 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 5867 members 
Entering Unmasked Estep 
Score: -35651400.000000 Penalty: 72326.007812
Splitting cluster 11 changes total score from -35648940.000000 to -35651400.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (15349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Entering Unmasked Estep 
Score: -1852523.500000 Penalty: 2390.423828
	Iteration 0F: 2 clusters Score -1852524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1841448.250000 Penalty: 4780.847656
	Iteration 0F: 3 clusters Score -1841448 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1845203.375000 Penalty: 4780.847656
	Iteration 1F: 3 clusters Score -1845203 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1845809.625000 Penalty: 4780.847656
	Iteration 2F: 3 clusters Score -1845810 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1846419.500000 Penalty: 4780.847656
	Iteration 3F: 3 clusters Score -1846420 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1847089.250000 Penalty: 4780.847656
	Iteration 4F: 3 clusters Score -1847089 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1847840.625000 Penalty: 4780.847656
	Iteration 5F: 3 clusters Score -1847841 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1848632.875000 Penalty: 4780.847656
	Iteration 6F: 3 clusters Score -1848633 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1849369.875000 Penalty: 4780.847656
	Iteration 7F: 3 clusters Score -1849370 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1849962.125000 Penalty: 4780.847656
	Iteration 8F: 3 clusters Score -1849962 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1850368.125000 Penalty: 4780.847656
	Iteration 9Q: 3 clusters Score -1850368 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1850651.875000 Penalty: 4780.847656
	Iteration 10Q: 3 clusters Score -1850652 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1850889.375000 Penalty: 4780.847656
	Iteration 11Q: 3 clusters Score -1850889 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1851108.375000 Penalty: 4780.847656
	Iteration 12Q: 3 clusters Score -1851108 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1851264.875000 Penalty: 4780.847656
	Iteration 13Q: 3 clusters Score -1851265 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1851397.875000 Penalty: 4780.847656
	Iteration 14Q: 3 clusters Score -1851398 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1851521.625000 Penalty: 4780.847656
	Iteration 15Q: 3 clusters Score -1851522 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1851616.875000 Penalty: 4780.847656
	Iteration 16Q: 3 clusters Score -1851617 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1851705.125000 Penalty: 4780.847656
	Iteration 17Q: 3 clusters Score -1851705 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1851787.750000 Penalty: 4780.847656
	Iteration 18Q: 3 clusters Score -1851788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1851859.625000 Penalty: 4780.847656
	Iteration 19Q: 3 clusters Score -1851860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1851925.625000 Penalty: 4780.847656
	Iteration 20F: 3 clusters Score -1851926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1851963.375000 Penalty: 4780.847656
	Iteration 21Q: 3 clusters Score -1851963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1851995.750000 Penalty: 4780.847656
	Iteration 22Q: 3 clusters Score -1851996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1852020.250000 Penalty: 4780.847656
	Iteration 23Q: 3 clusters Score -1852020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1852042.625000 Penalty: 4780.847656
	Iteration 24Q: 3 clusters Score -1852043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1852061.500000 Penalty: 4780.847656
	Iteration 25Q: 3 clusters Score -1852062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1852071.250000 Penalty: 4780.847656
	Iteration 26Q: 3 clusters Score -1852071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1852072.875000 Penalty: 4780.847656
	Iteration 27Q: 3 clusters Score -1852073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1852075.250000 Penalty: 4780.847656
	Iteration 28Q: 3 clusters Score -1852075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1852079.625000 Penalty: 4780.847656
	Iteration 29Q: 3 clusters Score -1852080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1852085.625000 Penalty: 4780.847656
	Iteration 30Q: 3 clusters Score -1852086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1852089.625000 Penalty: 4780.847656
	Iteration 31Q: 3 clusters Score -1852090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1852093.250000 Penalty: 4780.847656
	Iteration 32Q: 3 clusters Score -1852093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1852091.250000 Penalty: 4780.847656
	Iteration 33Q: 3 clusters Score -1852091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1852095.500000 Penalty: 4780.847656
	Iteration 34Q: 3 clusters Score -1852096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1852098.375000 Penalty: 4780.847656
	Iteration 35Q: 3 clusters Score -1852098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1852099.250000 Penalty: 4780.847656
	Iteration 36Q: 3 clusters Score -1852099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1852100.125000 Penalty: 4780.847656
	Iteration 37Q: 3 clusters Score -1852100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1852100.125000 Penalty: 4780.847656
	Iteration 38F: 3 clusters Score -1852100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Entering Unmasked Estep 
Score: -1009175.437500 Penalty: 2242.425781
	Iteration 0F: 2 clusters Score -1009175 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 4164 members 
Entering Unmasked Estep 
Score: -1002545.312500 Penalty: 4484.851562
	Iteration 0F: 3 clusters Score -1002545 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1004573.500000 Penalty: 4484.851562
	Iteration 1F: 3 clusters Score -1004574 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1005066.687500 Penalty: 4484.851562
	Iteration 2F: 3 clusters Score -1005067 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1005591.562500 Penalty: 4484.851562
	Iteration 3F: 3 clusters Score -1005592 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1006023.062500 Penalty: 4484.851562
	Iteration 4F: 3 clusters Score -1006023 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1006329.062500 Penalty: 4484.851562
	Iteration 5F: 3 clusters Score -1006329 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1006561.625000 Penalty: 4484.851562
	Iteration 6Q: 3 clusters Score -1006562 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1006724.312500 Penalty: 4484.851562
	Iteration 7Q: 3 clusters Score -1006724 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1006843.125000 Penalty: 4484.851562
	Iteration 8Q: 3 clusters Score -1006843 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1006935.375000 Penalty: 4484.851562
	Iteration 9Q: 3 clusters Score -1006935 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1007013.250000 Penalty: 4484.851562
	Iteration 10Q: 3 clusters Score -1007013 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1007086.250000 Penalty: 4484.851562
	Iteration 11Q: 3 clusters Score -1007086 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1007170.062500 Penalty: 4484.851562
	Iteration 12Q: 3 clusters Score -1007170 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1007240.562500 Penalty: 4484.851562
	Iteration 13Q: 3 clusters Score -1007241 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1007294.187500 Penalty: 4484.851562
	Iteration 14Q: 3 clusters Score -1007294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1007339.937500 Penalty: 4484.851562
	Iteration 15Q: 3 clusters Score -1007340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1007381.750000 Penalty: 4484.851562
	Iteration 16Q: 3 clusters Score -1007382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1007413.125000 Penalty: 4484.851562
	Iteration 17Q: 3 clusters Score -1007413 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1007443.375000 Penalty: 4484.851562
	Iteration 18Q: 3 clusters Score -1007443 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1007472.500000 Penalty: 4484.851562
	Iteration 19Q: 3 clusters Score -1007472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1007497.312500 Penalty: 4484.851562
	Iteration 20F: 3 clusters Score -1007497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1007511.312500 Penalty: 4484.851562
	Iteration 21Q: 3 clusters Score -1007511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1007526.625000 Penalty: 4484.851562
	Iteration 22Q: 3 clusters Score -1007527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1007542.187500 Penalty: 4484.851562
	Iteration 23Q: 3 clusters Score -1007542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1007560.937500 Penalty: 4484.851562
	Iteration 24Q: 3 clusters Score -1007561 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1007577.375000 Penalty: 4484.851562
	Iteration 25Q: 3 clusters Score -1007577 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1007589.687500 Penalty: 4484.851562
	Iteration 26Q: 3 clusters Score -1007590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1007603.062500 Penalty: 4484.851562
	Iteration 27Q: 3 clusters Score -1007603 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1007613.375000 Penalty: 4484.851562
	Iteration 28Q: 3 clusters Score -1007613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1007628.437500 Penalty: 4484.851562
	Iteration 29Q: 3 clusters Score -1007628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1007637.187500 Penalty: 4484.851562
	Iteration 30Q: 3 clusters Score -1007637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1007643.625000 Penalty: 4484.851562
	Iteration 31Q: 3 clusters Score -1007644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1007646.125000 Penalty: 4484.851562
	Iteration 32Q: 3 clusters Score -1007646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1007652.062500 Penalty: 4484.851562
	Iteration 33Q: 3 clusters Score -1007652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1007655.500000 Penalty: 4484.851562
	Iteration 34Q: 3 clusters Score -1007656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1007661.125000 Penalty: 4484.851562
	Iteration 35Q: 3 clusters Score -1007661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1007664.437500 Penalty: 4484.851562
	Iteration 36Q: 3 clusters Score -1007664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1007665.250000 Penalty: 4484.851562
	Iteration 37Q: 3 clusters Score -1007665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1007665.687500 Penalty: 4484.851562
	Iteration 38Q: 3 clusters Score -1007666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1007668.750000 Penalty: 4484.851562
	Iteration 39Q: 3 clusters Score -1007669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1007667.500000 Penalty: 4484.851562
	Iteration 40F: 3 clusters Score -1007668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1007668.750000 Penalty: 4484.851562
	Iteration 41Q: 3 clusters Score -1007669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1007669.812500 Penalty: 4484.851562
	Iteration 42Q: 3 clusters Score -1007670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1007674.000000 Penalty: 4484.851562
	Iteration 43Q: 3 clusters Score -1007674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1007672.687500 Penalty: 4484.851562
	Iteration 44Q: 3 clusters Score -1007673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1007675.500000 Penalty: 4484.851562
	Iteration 45Q: 3 clusters Score -1007676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1007673.500000 Penalty: 4484.851562
	Iteration 46Q: 3 clusters Score -1007674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1007675.687500 Penalty: 4484.851562
	Iteration 47Q: 3 clusters Score -1007676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1007678.500000 Penalty: 4484.851562
	Iteration 48Q: 3 clusters Score -1007678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1007682.437500 Penalty: 4484.851562
	Iteration 49Q: 3 clusters Score -1007682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1007684.187500 Penalty: 4484.851562
	Iteration 50Q: 3 clusters Score -1007684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1007688.125000 Penalty: 4484.851562
	Iteration 51Q: 3 clusters Score -1007688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1007689.187500 Penalty: 4484.851562
	Iteration 52Q: 3 clusters Score -1007689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1007693.562500 Penalty: 4484.851562
	Iteration 53Q: 3 clusters Score -1007694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1007697.187500 Penalty: 4484.851562
	Iteration 54Q: 3 clusters Score -1007697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1007699.250000 Penalty: 4484.851562
	Iteration 55Q: 3 clusters Score -1007699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1007700.687500 Penalty: 4484.851562
	Iteration 56Q: 3 clusters Score -1007701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1007702.000000 Penalty: 4484.851562
	Iteration 57Q: 3 clusters Score -1007702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1007701.562500 Penalty: 4484.851562
	Iteration 58Q: 3 clusters Score -1007702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1007700.562500 Penalty: 4484.851562
	Iteration 59Q: 3 clusters Score -1007701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1007703.812500 Penalty: 4484.851562
	Iteration 60F: 3 clusters Score -1007704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1007704.437500 Penalty: 4484.851562
	Iteration 61Q: 3 clusters Score -1007704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1007707.125000 Penalty: 4484.851562
	Iteration 62Q: 3 clusters Score -1007707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1007710.562500 Penalty: 4484.851562
	Iteration 63Q: 3 clusters Score -1007711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1007710.312500 Penalty: 4484.851562
	Iteration 64Q: 3 clusters Score -1007710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1007712.812500 Penalty: 4484.851562
	Iteration 65Q: 3 clusters Score -1007713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1007716.062500 Penalty: 4484.851562
	Iteration 66Q: 3 clusters Score -1007716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1007714.687500 Penalty: 4484.851562
	Iteration 67Q: 3 clusters Score -1007715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1007715.000000 Penalty: 4484.851562
	Iteration 68Q: 3 clusters Score -1007715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1007715.437500 Penalty: 4484.851562
	Iteration 69Q: 3 clusters Score -1007715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1007718.375000 Penalty: 4484.851562
	Iteration 70Q: 3 clusters Score -1007718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1007719.062500 Penalty: 4484.851562
	Iteration 71Q: 3 clusters Score -1007719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1007721.000000 Penalty: 4484.851562
	Iteration 72Q: 3 clusters Score -1007721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1007719.875000 Penalty: 4484.851562
	Iteration 73Q: 3 clusters Score -1007720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1007719.875000 Penalty: 4484.851562
	Iteration 74F: 3 clusters Score -1007720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Entering Unmasked Estep 
Score: -1085121.000000 Penalty: 2316.093262
	Iteration 0F: 2 clusters Score -1085121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1076624.125000 Penalty: 4632.186523
	Iteration 0F: 3 clusters Score -1076624 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1079391.000000 Penalty: 4632.186523
	Iteration 1F: 3 clusters Score -1079391 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1079937.625000 Penalty: 4632.186523
	Iteration 2F: 3 clusters Score -1079938 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1080363.500000 Penalty: 4632.186523
	Iteration 3F: 3 clusters Score -1080364 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1080706.250000 Penalty: 4632.186523
	Iteration 4F: 3 clusters Score -1080706 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1080972.375000 Penalty: 4632.186523
	Iteration 5Q: 3 clusters Score -1080972 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1081207.875000 Penalty: 4632.186523
	Iteration 6Q: 3 clusters Score -1081208 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1081445.750000 Penalty: 4632.186523
	Iteration 7Q: 3 clusters Score -1081446 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1081688.875000 Penalty: 4632.186523
	Iteration 8Q: 3 clusters Score -1081689 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1081927.750000 Penalty: 4632.186523
	Iteration 9Q: 3 clusters Score -1081928 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1082145.375000 Penalty: 4632.186523
	Iteration 10Q: 3 clusters Score -1082145 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1082371.375000 Penalty: 4632.186523
	Iteration 11Q: 3 clusters Score -1082371 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1082604.625000 Penalty: 4632.186523
	Iteration 12Q: 3 clusters Score -1082605 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1082814.625000 Penalty: 4632.186523
	Iteration 13Q: 3 clusters Score -1082815 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1082972.000000 Penalty: 4632.186523
	Iteration 14Q: 3 clusters Score -1082972 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1083119.000000 Penalty: 4632.186523
	Iteration 15Q: 3 clusters Score -1083119 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1083265.750000 Penalty: 4632.186523
	Iteration 16Q: 3 clusters Score -1083266 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1083385.625000 Penalty: 4632.186523
	Iteration 17Q: 3 clusters Score -1083386 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1083476.750000 Penalty: 4632.186523
	Iteration 18Q: 3 clusters Score -1083477 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1083551.375000 Penalty: 4632.186523
	Iteration 19Q: 3 clusters Score -1083551 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1083619.375000 Penalty: 4632.186523
	Iteration 20F: 3 clusters Score -1083619 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1083668.000000 Penalty: 4632.186523
	Iteration 21Q: 3 clusters Score -1083668 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1083708.125000 Penalty: 4632.186523
	Iteration 22Q: 3 clusters Score -1083708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1083741.125000 Penalty: 4632.186523
	Iteration 23Q: 3 clusters Score -1083741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1083758.625000 Penalty: 4632.186523
	Iteration 24Q: 3 clusters Score -1083759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1083771.875000 Penalty: 4632.186523
	Iteration 25Q: 3 clusters Score -1083772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1083782.875000 Penalty: 4632.186523
	Iteration 26Q: 3 clusters Score -1083783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1083785.500000 Penalty: 4632.186523
	Iteration 27Q: 3 clusters Score -1083786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1083790.625000 Penalty: 4632.186523
	Iteration 28Q: 3 clusters Score -1083791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1083793.375000 Penalty: 4632.186523
	Iteration 29Q: 3 clusters Score -1083793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1083796.875000 Penalty: 4632.186523
	Iteration 30Q: 3 clusters Score -1083797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1083796.375000 Penalty: 4632.186523
	Iteration 31Q: 3 clusters Score -1083796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1083796.625000 Penalty: 4632.186523
	Iteration 32Q: 3 clusters Score -1083797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1083795.375000 Penalty: 4632.186523
	Iteration 33Q: 3 clusters Score -1083795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1083797.750000 Penalty: 4632.186523
	Iteration 34Q: 3 clusters Score -1083798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1083798.125000 Penalty: 4632.186523
	Iteration 35Q: 3 clusters Score -1083798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1083799.125000 Penalty: 4632.186523
	Iteration 36Q: 3 clusters Score -1083799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1083797.750000 Penalty: 4632.186523
	Iteration 37Q: 3 clusters Score -1083798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1083797.750000 Penalty: 4632.186523
	Iteration 38F: 3 clusters Score -1083798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Entering Unmasked Estep 
Score: -476611.656250 Penalty: 2156.153564
	Iteration 0F: 2 clusters Score -476611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -471652.031250 Penalty: 4312.307129
	Iteration 0F: 3 clusters Score -471652 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -473027.593750 Penalty: 4312.307129
	Iteration 1F: 3 clusters Score -473027.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -473304.656250 Penalty: 4312.307129
	Iteration 2F: 3 clusters Score -473304.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -473494.218750 Penalty: 4312.307129
	Iteration 3F: 3 clusters Score -473494.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -473664.562500 Penalty: 4312.307129
	Iteration 4Q: 3 clusters Score -473664.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -473841.687500 Penalty: 4312.307129
	Iteration 5Q: 3 clusters Score -473841.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -474051.625000 Penalty: 4312.307129
	Iteration 6Q: 3 clusters Score -474051.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -474309.156250 Penalty: 4312.307129
	Iteration 7Q: 3 clusters Score -474309.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -474652.937500 Penalty: 4312.307129
	Iteration 8F: 3 clusters Score -474652.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -474994.656250 Penalty: 4312.307129
	Iteration 9F: 3 clusters Score -474994.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -475281.031250 Penalty: 4312.307129
	Iteration 10F: 3 clusters Score -475281 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -475479.812500 Penalty: 4312.307129
	Iteration 11Q: 3 clusters Score -475479.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -475649.750000 Penalty: 4312.307129
	Iteration 12Q: 3 clusters Score -475649.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -475781.937500 Penalty: 4312.307129
	Iteration 13Q: 3 clusters Score -475781.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -475908.468750 Penalty: 4312.307129
	Iteration 14Q: 3 clusters Score -475908.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -476016.031250 Penalty: 4312.307129
	Iteration 15Q: 3 clusters Score -476016 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -476116.343750 Penalty: 4312.307129
	Iteration 16Q: 3 clusters Score -476116.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -476212.718750 Penalty: 4312.307129
	Iteration 17Q: 3 clusters Score -476212.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -476290.937500 Penalty: 4312.307129
	Iteration 18Q: 3 clusters Score -476290.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -476359.500000 Penalty: 4312.307129
	Iteration 19Q: 3 clusters Score -476359.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -476447.843750 Penalty: 4312.307129
	Iteration 20F: 3 clusters Score -476447.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -476544.343750 Penalty: 4312.307129
	Iteration 21Q: 3 clusters Score -476544.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -476643.687500 Penalty: 4312.307129
	Iteration 22Q: 3 clusters Score -476643.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -476728.156250 Penalty: 4312.307129
	Iteration 23Q: 3 clusters Score -476728.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -476798.500000 Penalty: 4312.307129
	Iteration 24Q: 3 clusters Score -476798.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -476859.250000 Penalty: 4312.307129
	Iteration 25Q: 3 clusters Score -476859.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -476910.468750 Penalty: 4312.307129
	Iteration 26Q: 3 clusters Score -476910.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -476949.593750 Penalty: 4312.307129
	Iteration 27Q: 3 clusters Score -476949.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -476991.312500 Penalty: 4312.307129
	Iteration 28Q: 3 clusters Score -476991.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -477012.312500 Penalty: 4312.307129
	Iteration 29Q: 3 clusters Score -477012.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -477026.937500 Penalty: 4312.307129
	Iteration 30Q: 3 clusters Score -477026.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -477032.656250 Penalty: 4312.307129
	Iteration 31Q: 3 clusters Score -477032.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -477038.218750 Penalty: 4312.307129
	Iteration 32Q: 3 clusters Score -477038.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -477041.250000 Penalty: 4312.307129
	Iteration 33Q: 3 clusters Score -477041.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -477046.187500 Penalty: 4312.307129
	Iteration 34Q: 3 clusters Score -477046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -477048.562500 Penalty: 4312.307129
	Iteration 35Q: 3 clusters Score -477048.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -477052.312500 Penalty: 4312.307129
	Iteration 36Q: 3 clusters Score -477052.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -477056.062500 Penalty: 4312.307129
	Iteration 37Q: 3 clusters Score -477056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -477058.062500 Penalty: 4312.307129
	Iteration 38Q: 3 clusters Score -477058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -477059.750000 Penalty: 4312.307129
	Iteration 39Q: 3 clusters Score -477059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -477061.531250 Penalty: 4312.307129
	Iteration 40F: 3 clusters Score -477061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -477063.843750 Penalty: 4312.307129
	Iteration 41Q: 3 clusters Score -477063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -477064.312500 Penalty: 4312.307129
	Iteration 42Q: 3 clusters Score -477064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -477065.875000 Penalty: 4312.307129
	Iteration 43Q: 3 clusters Score -477065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -477066.281250 Penalty: 4312.307129
	Iteration 44Q: 3 clusters Score -477066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -477066.281250 Penalty: 4312.307129
	Iteration 45F: 3 clusters Score -477066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44144 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 28135 members 
Mstep: Class 17 contains 26897 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 30427 members 
Mstep: Class 20 contains 24809 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 5278 members 
Entering Unmasked Estep 
Score: -35650796.000000 Penalty: 75470.617188
Splitting cluster 15 changes total score from -35648940.000000 to -35650796.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (28135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Entering Unmasked Estep 
Score: -3337421.000000 Penalty: 2540.702881
	Iteration 0F: 2 clusters Score -3337421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3318125.000000 Penalty: 5081.405762
	Iteration 0F: 3 clusters Score -3318125 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3325439.250000 Penalty: 5081.405762
	Iteration 1F: 3 clusters Score -3325439 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -3327308.250000 Penalty: 5081.405762
	Iteration 2F: 3 clusters Score -3327308 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3329536.500000 Penalty: 5081.405762
	Iteration 3F: 3 clusters Score -3329536 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3331866.250000 Penalty: 5081.405762
	Iteration 4F: 3 clusters Score -3331866 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3333817.750000 Penalty: 5081.405762
	Iteration 5F: 3 clusters Score -3333818 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -3335256.250000 Penalty: 5081.405762
	Iteration 6F: 3 clusters Score -3335256 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3336131.000000 Penalty: 5081.405762
	Iteration 7Q: 3 clusters Score -3336131 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3336536.500000 Penalty: 5081.405762
	Iteration 8Q: 3 clusters Score -3336536 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3336785.000000 Penalty: 5081.405762
	Iteration 9Q: 3 clusters Score -3336785 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3336952.500000 Penalty: 5081.405762
	Iteration 10Q: 3 clusters Score -3336952 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3337071.750000 Penalty: 5081.405762
	Iteration 11Q: 3 clusters Score -3337072 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3337191.000000 Penalty: 5081.405762
	Iteration 12Q: 3 clusters Score -3337191 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3337244.250000 Penalty: 5081.405762
	Iteration 13Q: 3 clusters Score -3337244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3337298.250000 Penalty: 5081.405762
	Iteration 14Q: 3 clusters Score -3337298 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3337331.750000 Penalty: 5081.405762
	Iteration 15Q: 3 clusters Score -3337332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3337386.500000 Penalty: 5081.405762
	Iteration 16Q: 3 clusters Score -3337386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3337422.250000 Penalty: 5081.405762
	Iteration 17Q: 3 clusters Score -3337422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -3337459.000000 Penalty: 5081.405762
	Iteration 18Q: 3 clusters Score -3337459 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -3337487.500000 Penalty: 5081.405762
	Iteration 19Q: 3 clusters Score -3337488 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3337521.750000 Penalty: 5081.405762
	Iteration 20F: 3 clusters Score -3337522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3337550.000000 Penalty: 5081.405762
	Iteration 21Q: 3 clusters Score -3337550 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3337576.500000 Penalty: 5081.405762
	Iteration 22Q: 3 clusters Score -3337576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3337603.250000 Penalty: 5081.405762
	Iteration 23Q: 3 clusters Score -3337603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3337609.000000 Penalty: 5081.405762
	Iteration 24Q: 3 clusters Score -3337609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3337619.750000 Penalty: 5081.405762
	Iteration 25Q: 3 clusters Score -3337620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3337621.750000 Penalty: 5081.405762
	Iteration 26Q: 3 clusters Score -3337622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3337620.250000 Penalty: 5081.405762
	Iteration 27Q: 3 clusters Score -3337620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -3337627.500000 Penalty: 5081.405762
	Iteration 28Q: 3 clusters Score -3337628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3337626.000000 Penalty: 5081.405762
	Iteration 29Q: 3 clusters Score -3337626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3337622.250000 Penalty: 5081.405762
	Iteration 30Q: 3 clusters Score -3337622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3337625.750000 Penalty: 5081.405762
	Iteration 31Q: 3 clusters Score -3337626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -3337630.250000 Penalty: 5081.405762
	Iteration 32Q: 3 clusters Score -3337630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3337635.000000 Penalty: 5081.405762
	Iteration 33Q: 3 clusters Score -3337635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3337641.000000 Penalty: 5081.405762
	Iteration 34Q: 3 clusters Score -3337641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -3337641.250000 Penalty: 5081.405762
	Iteration 35Q: 3 clusters Score -3337641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3337648.750000 Penalty: 5081.405762
	Iteration 36Q: 3 clusters Score -3337649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3337653.750000 Penalty: 5081.405762
	Iteration 37Q: 3 clusters Score -3337654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3337654.250000 Penalty: 5081.405762
	Iteration 38Q: 3 clusters Score -3337654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3337655.250000 Penalty: 5081.405762
	Iteration 39Q: 3 clusters Score -3337655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3337653.500000 Penalty: 5081.405762
	Iteration 40F: 3 clusters Score -3337654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3337652.750000 Penalty: 5081.405762
	Iteration 41Q: 3 clusters Score -3337653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3337650.000000 Penalty: 5081.405762
	Iteration 42Q: 3 clusters Score -3337650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3337655.500000 Penalty: 5081.405762
	Iteration 43Q: 3 clusters Score -3337656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3337652.250000 Penalty: 5081.405762
	Iteration 44Q: 3 clusters Score -3337652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3337659.000000 Penalty: 5081.405762
	Iteration 45Q: 3 clusters Score -3337659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3337663.000000 Penalty: 5081.405762
	Iteration 46Q: 3 clusters Score -3337663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3337661.250000 Penalty: 5081.405762
	Iteration 47Q: 3 clusters Score -3337661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3337663.500000 Penalty: 5081.405762
	Iteration 48Q: 3 clusters Score -3337664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3337668.500000 Penalty: 5081.405762
	Iteration 49Q: 3 clusters Score -3337668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3337669.750000 Penalty: 5081.405762
	Iteration 50Q: 3 clusters Score -3337670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3337671.000000 Penalty: 5081.405762
	Iteration 51Q: 3 clusters Score -3337671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3337669.500000 Penalty: 5081.405762
	Iteration 52Q: 3 clusters Score -3337670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3337663.500000 Penalty: 5081.405762
	Iteration 53Q: 3 clusters Score -3337664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3337672.750000 Penalty: 5081.405762
	Iteration 54Q: 3 clusters Score -3337673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3337670.750000 Penalty: 5081.405762
	Iteration 55Q: 3 clusters Score -3337671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3337684.000000 Penalty: 5081.405762
	Iteration 56Q: 3 clusters Score -3337684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3337686.500000 Penalty: 5081.405762
	Iteration 57Q: 3 clusters Score -3337686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3337689.000000 Penalty: 5081.405762
	Iteration 58Q: 3 clusters Score -3337689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3337684.750000 Penalty: 5081.405762
	Iteration 59Q: 3 clusters Score -3337685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3337686.000000 Penalty: 5081.405762
	Iteration 60F: 3 clusters Score -3337686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3337689.250000 Penalty: 5081.405762
	Iteration 61Q: 3 clusters Score -3337689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3337697.000000 Penalty: 5081.405762
	Iteration 62Q: 3 clusters Score -3337697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3337691.500000 Penalty: 5081.405762
	Iteration 63Q: 3 clusters Score -3337692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3337693.750000 Penalty: 5081.405762
	Iteration 64Q: 3 clusters Score -3337694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3337696.750000 Penalty: 5081.405762
	Iteration 65Q: 3 clusters Score -3337697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3337692.250000 Penalty: 5081.405762
	Iteration 66Q: 3 clusters Score -3337692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3337695.000000 Penalty: 5081.405762
	Iteration 67Q: 3 clusters Score -3337695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -3337698.500000 Penalty: 5081.405762
	Iteration 68Q: 3 clusters Score -3337698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3337698.750000 Penalty: 5081.405762
	Iteration 69Q: 3 clusters Score -3337699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3337699.250000 Penalty: 5081.405762
	Iteration 70Q: 3 clusters Score -3337699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3337699.250000 Penalty: 5081.405762
	Iteration 71F: 3 clusters Score -3337699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44144 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 23578 members 
Mstep: Class 17 contains 26897 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 30427 members 
Mstep: Class 20 contains 24809 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 4557 members 
Entering Unmasked Estep 
Score: -35650364.000000 Penalty: 78615.226562
Splitting cluster 16 changes total score from -35648940.000000 to -35650364.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (26897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Entering Unmasked Estep 
Score: -3213185.750000 Penalty: 2529.542969
	Iteration 0F: 2 clusters Score -3213186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3194567.250000 Penalty: 5059.085938
	Iteration 0F: 3 clusters Score -3194567 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3201761.500000 Penalty: 5059.085938
	Iteration 1F: 3 clusters Score -3201762 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3204027.000000 Penalty: 5059.085938
	Iteration 2F: 3 clusters Score -3204027 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3209447.000000 Penalty: 5059.085938
	Iteration 3F: 3 clusters Score -3209447 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3217080.250000 Penalty: 5059.085938
	Iteration 4F: 3 clusters Score -3217080 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3221485.750000 Penalty: 5059.085938
	Iteration 5F: 3 clusters Score -3221486 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3223382.250000 Penalty: 5059.085938
	Iteration 6F: 3 clusters Score -3223382 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3224060.500000 Penalty: 5059.085938
	Iteration 7Q: 3 clusters Score -3224060 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3224272.500000 Penalty: 5059.085938
	Iteration 8Q: 3 clusters Score -3224272 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3224329.250000 Penalty: 5059.085938
	Iteration 9Q: 3 clusters Score -3224329 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -3224354.750000 Penalty: 5059.085938
	Iteration 10Q: 3 clusters Score -3224355 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3224379.000000 Penalty: 5059.085938
	Iteration 11Q: 3 clusters Score -3224379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3224380.000000 Penalty: 5059.085938
	Iteration 12Q: 3 clusters Score -3224380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3224379.250000 Penalty: 5059.085938
	Iteration 13Q: 3 clusters Score -3224379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -3224382.500000 Penalty: 5059.085938
	Iteration 14Q: 3 clusters Score -3224382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3224380.000000 Penalty: 5059.085938
	Iteration 15Q: 3 clusters Score -3224380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -3224378.500000 Penalty: 5059.085938
	Iteration 16Q: 3 clusters Score -3224378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3224376.750000 Penalty: 5059.085938
	Iteration 17Q: 3 clusters Score -3224377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -3224377.750000 Penalty: 5059.085938
	Iteration 18Q: 3 clusters Score -3224378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3224376.250000 Penalty: 5059.085938
	Iteration 19Q: 3 clusters Score -3224376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3224375.250000 Penalty: 5059.085938
	Iteration 20F: 3 clusters Score -3224375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3224373.000000 Penalty: 5059.085938
	Iteration 21Q: 3 clusters Score -3224373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3224369.750000 Penalty: 5059.085938
	Iteration 22Q: 3 clusters Score -3224370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3224371.000000 Penalty: 5059.085938
	Iteration 23Q: 3 clusters Score -3224371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3224372.500000 Penalty: 5059.085938
	Iteration 24Q: 3 clusters Score -3224372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -3224375.250000 Penalty: 5059.085938
	Iteration 25Q: 3 clusters Score -3224375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -3224373.250000 Penalty: 5059.085938
	Iteration 26Q: 3 clusters Score -3224373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3224372.500000 Penalty: 5059.085938
	Iteration 27Q: 3 clusters Score -3224372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3224373.750000 Penalty: 5059.085938
	Iteration 28Q: 3 clusters Score -3224374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3224374.500000 Penalty: 5059.085938
	Iteration 29Q: 3 clusters Score -3224374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3224374.000000 Penalty: 5059.085938
	Iteration 30Q: 3 clusters Score -3224374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3224377.500000 Penalty: 5059.085938
	Iteration 31Q: 3 clusters Score -3224378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3224377.500000 Penalty: 5059.085938
	Iteration 32F: 3 clusters Score -3224378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44144 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 23578 members 
Mstep: Class 17 contains 16093 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 30427 members 
Mstep: Class 20 contains 24809 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 4557 members 
Mstep: Class 26 contains 10804 members 
Entering Unmasked Estep 
Score: -35660848.000000 Penalty: 81759.835938
Splitting cluster 17 changes total score from -35648940.000000 to -35660848.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (23467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Entering Unmasked Estep 
Score: -2532360.250000 Penalty: 2495.710938
	Iteration 0F: 2 clusters Score -2532360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2516052.500000 Penalty: 4991.421875
	Iteration 0F: 3 clusters Score -2516052 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2522263.000000 Penalty: 4991.421875
	Iteration 1F: 3 clusters Score -2522263 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2523473.250000 Penalty: 4991.421875
	Iteration 2F: 3 clusters Score -2523473 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2524684.250000 Penalty: 4991.421875
	Iteration 3F: 3 clusters Score -2524684 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2525704.000000 Penalty: 4991.421875
	Iteration 4F: 3 clusters Score -2525704 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2526526.000000 Penalty: 4991.421875
	Iteration 5F: 3 clusters Score -2526526 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2527203.500000 Penalty: 4991.421875
	Iteration 6F: 3 clusters Score -2527204 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2527739.250000 Penalty: 4991.421875
	Iteration 7Q: 3 clusters Score -2527739 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2528131.000000 Penalty: 4991.421875
	Iteration 8Q: 3 clusters Score -2528131 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2528404.000000 Penalty: 4991.421875
	Iteration 9Q: 3 clusters Score -2528404 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2528590.500000 Penalty: 4991.421875
	Iteration 10Q: 3 clusters Score -2528590 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2528681.250000 Penalty: 4991.421875
	Iteration 11Q: 3 clusters Score -2528681 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2528744.750000 Penalty: 4991.421875
	Iteration 12Q: 3 clusters Score -2528745 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2528782.000000 Penalty: 4991.421875
	Iteration 13Q: 3 clusters Score -2528782 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2528813.750000 Penalty: 4991.421875
	Iteration 14Q: 3 clusters Score -2528814 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2528841.750000 Penalty: 4991.421875
	Iteration 15Q: 3 clusters Score -2528842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2528856.250000 Penalty: 4991.421875
	Iteration 16Q: 3 clusters Score -2528856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2528871.750000 Penalty: 4991.421875
	Iteration 17Q: 3 clusters Score -2528872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2528882.000000 Penalty: 4991.421875
	Iteration 18Q: 3 clusters Score -2528882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2528894.250000 Penalty: 4991.421875
	Iteration 19Q: 3 clusters Score -2528894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2528899.500000 Penalty: 4991.421875
	Iteration 20F: 3 clusters Score -2528900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2528901.500000 Penalty: 4991.421875
	Iteration 21Q: 3 clusters Score -2528902 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2528915.000000 Penalty: 4991.421875
	Iteration 22Q: 3 clusters Score -2528915 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2528921.000000 Penalty: 4991.421875
	Iteration 23Q: 3 clusters Score -2528921 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2528941.250000 Penalty: 4991.421875
	Iteration 24Q: 3 clusters Score -2528941 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2528948.750000 Penalty: 4991.421875
	Iteration 25Q: 3 clusters Score -2528949 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2528978.250000 Penalty: 4991.421875
	Iteration 26Q: 3 clusters Score -2528978 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2529013.000000 Penalty: 4991.421875
	Iteration 27Q: 3 clusters Score -2529013 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2529040.500000 Penalty: 4991.421875
	Iteration 28Q: 3 clusters Score -2529040 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2529084.000000 Penalty: 4991.421875
	Iteration 29Q: 3 clusters Score -2529084 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2529113.750000 Penalty: 4991.421875
	Iteration 30Q: 3 clusters Score -2529114 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2529153.500000 Penalty: 4991.421875
	Iteration 31Q: 3 clusters Score -2529154 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2529189.500000 Penalty: 4991.421875
	Iteration 32Q: 3 clusters Score -2529190 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2529240.750000 Penalty: 4991.421875
	Iteration 33Q: 3 clusters Score -2529241 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2529285.000000 Penalty: 4991.421875
	Iteration 34Q: 3 clusters Score -2529285 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2529329.750000 Penalty: 4991.421875
	Iteration 35Q: 3 clusters Score -2529330 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2529357.250000 Penalty: 4991.421875
	Iteration 36Q: 3 clusters Score -2529357 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2529391.750000 Penalty: 4991.421875
	Iteration 37Q: 3 clusters Score -2529392 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2529423.500000 Penalty: 4991.421875
	Iteration 38Q: 3 clusters Score -2529424 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2529452.500000 Penalty: 4991.421875
	Iteration 39Q: 3 clusters Score -2529452 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2529483.500000 Penalty: 4991.421875
	Iteration 40F: 3 clusters Score -2529484 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2529514.500000 Penalty: 4991.421875
	Iteration 41Q: 3 clusters Score -2529514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2529531.000000 Penalty: 4991.421875
	Iteration 42Q: 3 clusters Score -2529531 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2529558.250000 Penalty: 4991.421875
	Iteration 43Q: 3 clusters Score -2529558 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2529584.000000 Penalty: 4991.421875
	Iteration 44Q: 3 clusters Score -2529584 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2529610.500000 Penalty: 4991.421875
	Iteration 45Q: 3 clusters Score -2529610 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2529630.000000 Penalty: 4991.421875
	Iteration 46Q: 3 clusters Score -2529630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2529662.000000 Penalty: 4991.421875
	Iteration 47Q: 3 clusters Score -2529662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2529701.750000 Penalty: 4991.421875
	Iteration 48Q: 3 clusters Score -2529702 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2529723.250000 Penalty: 4991.421875
	Iteration 49Q: 3 clusters Score -2529723 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2529754.250000 Penalty: 4991.421875
	Iteration 50Q: 3 clusters Score -2529754 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2529770.500000 Penalty: 4991.421875
	Iteration 51Q: 3 clusters Score -2529770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2529785.500000 Penalty: 4991.421875
	Iteration 52Q: 3 clusters Score -2529786 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2529810.500000 Penalty: 4991.421875
	Iteration 53Q: 3 clusters Score -2529810 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -2529829.500000 Penalty: 4991.421875
	Iteration 54Q: 3 clusters Score -2529830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2529847.250000 Penalty: 4991.421875
	Iteration 55Q: 3 clusters Score -2529847 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2529861.000000 Penalty: 4991.421875
	Iteration 56Q: 3 clusters Score -2529861 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2529884.750000 Penalty: 4991.421875
	Iteration 57Q: 3 clusters Score -2529885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2529910.250000 Penalty: 4991.421875
	Iteration 58Q: 3 clusters Score -2529910 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2529927.750000 Penalty: 4991.421875
	Iteration 59Q: 3 clusters Score -2529928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2529948.250000 Penalty: 4991.421875
	Iteration 60F: 3 clusters Score -2529948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2529963.500000 Penalty: 4991.421875
	Iteration 61Q: 3 clusters Score -2529964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2529974.500000 Penalty: 4991.421875
	Iteration 62Q: 3 clusters Score -2529974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2529988.750000 Penalty: 4991.421875
	Iteration 63Q: 3 clusters Score -2529989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2529994.000000 Penalty: 4991.421875
	Iteration 64Q: 3 clusters Score -2529994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2530007.500000 Penalty: 4991.421875
	Iteration 65Q: 3 clusters Score -2530008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2530042.000000 Penalty: 4991.421875
	Iteration 66Q: 3 clusters Score -2530042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2530072.000000 Penalty: 4991.421875
	Iteration 67Q: 3 clusters Score -2530072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2530094.250000 Penalty: 4991.421875
	Iteration 68Q: 3 clusters Score -2530094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2530102.000000 Penalty: 4991.421875
	Iteration 69Q: 3 clusters Score -2530102 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2530123.250000 Penalty: 4991.421875
	Iteration 70Q: 3 clusters Score -2530123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2530145.000000 Penalty: 4991.421875
	Iteration 71Q: 3 clusters Score -2530145 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2530177.000000 Penalty: 4991.421875
	Iteration 72Q: 3 clusters Score -2530177 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2530186.500000 Penalty: 4991.421875
	Iteration 73Q: 3 clusters Score -2530186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2530192.000000 Penalty: 4991.421875
	Iteration 74Q: 3 clusters Score -2530192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2530206.750000 Penalty: 4991.421875
	Iteration 75Q: 3 clusters Score -2530207 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2530224.250000 Penalty: 4991.421875
	Iteration 76Q: 3 clusters Score -2530224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2530236.000000 Penalty: 4991.421875
	Iteration 77Q: 3 clusters Score -2530236 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2530258.000000 Penalty: 4991.421875
	Iteration 78Q: 3 clusters Score -2530258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2530273.000000 Penalty: 4991.421875
	Iteration 79Q: 3 clusters Score -2530273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2530286.000000 Penalty: 4991.421875
	Iteration 80F: 3 clusters Score -2530286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2530309.750000 Penalty: 4991.421875
	Iteration 81Q: 3 clusters Score -2530310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2530323.000000 Penalty: 4991.421875
	Iteration 82Q: 3 clusters Score -2530323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2530334.500000 Penalty: 4991.421875
	Iteration 83Q: 3 clusters Score -2530334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2530350.500000 Penalty: 4991.421875
	Iteration 84Q: 3 clusters Score -2530350 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2530364.750000 Penalty: 4991.421875
	Iteration 85Q: 3 clusters Score -2530365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2530381.000000 Penalty: 4991.421875
	Iteration 86Q: 3 clusters Score -2530381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2530396.000000 Penalty: 4991.421875
	Iteration 87Q: 3 clusters Score -2530396 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2530411.750000 Penalty: 4991.421875
	Iteration 88Q: 3 clusters Score -2530412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2530420.000000 Penalty: 4991.421875
	Iteration 89Q: 3 clusters Score -2530420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2530426.750000 Penalty: 4991.421875
	Iteration 90Q: 3 clusters Score -2530427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2530442.000000 Penalty: 4991.421875
	Iteration 91Q: 3 clusters Score -2530442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2530452.250000 Penalty: 4991.421875
	Iteration 92Q: 3 clusters Score -2530452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2530469.500000 Penalty: 4991.421875
	Iteration 93Q: 3 clusters Score -2530470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2530481.500000 Penalty: 4991.421875
	Iteration 94Q: 3 clusters Score -2530482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2530495.750000 Penalty: 4991.421875
	Iteration 95Q: 3 clusters Score -2530496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2530506.000000 Penalty: 4991.421875
	Iteration 96Q: 3 clusters Score -2530506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2530523.500000 Penalty: 4991.421875
	Iteration 97Q: 3 clusters Score -2530524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2530528.750000 Penalty: 4991.421875
	Iteration 98Q: 3 clusters Score -2530529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2530543.000000 Penalty: 4991.421875
	Iteration 99Q: 3 clusters Score -2530543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2530540.750000 Penalty: 4991.421875
	Iteration 100F: 3 clusters Score -2530541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2530553.500000 Penalty: 4991.421875
	Iteration 101Q: 3 clusters Score -2530554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2530561.250000 Penalty: 4991.421875
	Iteration 102Q: 3 clusters Score -2530561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2530562.500000 Penalty: 4991.421875
	Iteration 103Q: 3 clusters Score -2530562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2530565.750000 Penalty: 4991.421875
	Iteration 104Q: 3 clusters Score -2530566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2530577.750000 Penalty: 4991.421875
	Iteration 105Q: 3 clusters Score -2530578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2530582.250000 Penalty: 4991.421875
	Iteration 106Q: 3 clusters Score -2530582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2530592.000000 Penalty: 4991.421875
	Iteration 107Q: 3 clusters Score -2530592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2530614.750000 Penalty: 4991.421875
	Iteration 108Q: 3 clusters Score -2530615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2530628.500000 Penalty: 4991.421875
	Iteration 109Q: 3 clusters Score -2530628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2530632.250000 Penalty: 4991.421875
	Iteration 110Q: 3 clusters Score -2530632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2530645.750000 Penalty: 4991.421875
	Iteration 111Q: 3 clusters Score -2530646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2530653.500000 Penalty: 4991.421875
	Iteration 112Q: 3 clusters Score -2530654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2530668.250000 Penalty: 4991.421875
	Iteration 113Q: 3 clusters Score -2530668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2530679.000000 Penalty: 4991.421875
	Iteration 114Q: 3 clusters Score -2530679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2530696.250000 Penalty: 4991.421875
	Iteration 115Q: 3 clusters Score -2530696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2530706.000000 Penalty: 4991.421875
	Iteration 116Q: 3 clusters Score -2530706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2530712.500000 Penalty: 4991.421875
	Iteration 117Q: 3 clusters Score -2530712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2530718.750000 Penalty: 4991.421875
	Iteration 118Q: 3 clusters Score -2530719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2530725.000000 Penalty: 4991.421875
	Iteration 119Q: 3 clusters Score -2530725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2530727.500000 Penalty: 4991.421875
	Iteration 120F: 3 clusters Score -2530728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2530722.500000 Penalty: 4991.421875
	Iteration 121Q: 3 clusters Score -2530722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2530723.750000 Penalty: 4991.421875
	Iteration 122Q: 3 clusters Score -2530724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2530725.500000 Penalty: 4991.421875
	Iteration 123Q: 3 clusters Score -2530726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2530733.250000 Penalty: 4991.421875
	Iteration 124Q: 3 clusters Score -2530733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2530731.000000 Penalty: 4991.421875
	Iteration 125Q: 3 clusters Score -2530731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2530735.000000 Penalty: 4991.421875
	Iteration 126Q: 3 clusters Score -2530735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2530731.500000 Penalty: 4991.421875
	Iteration 127Q: 3 clusters Score -2530732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2530729.250000 Penalty: 4991.421875
	Iteration 128Q: 3 clusters Score -2530729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2530732.000000 Penalty: 4991.421875
	Iteration 129Q: 3 clusters Score -2530732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2530737.750000 Penalty: 4991.421875
	Iteration 130Q: 3 clusters Score -2530738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2530736.750000 Penalty: 4991.421875
	Iteration 131Q: 3 clusters Score -2530737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2530732.000000 Penalty: 4991.421875
	Iteration 132Q: 3 clusters Score -2530732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2530734.250000 Penalty: 4991.421875
	Iteration 133Q: 3 clusters Score -2530734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2530737.250000 Penalty: 4991.421875
	Iteration 134Q: 3 clusters Score -2530737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2530735.250000 Penalty: 4991.421875
	Iteration 135Q: 3 clusters Score -2530735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2530736.000000 Penalty: 4991.421875
	Iteration 136Q: 3 clusters Score -2530736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2530740.000000 Penalty: 4991.421875
	Iteration 137Q: 3 clusters Score -2530740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2530739.000000 Penalty: 4991.421875
	Iteration 138Q: 3 clusters Score -2530739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2530740.000000 Penalty: 4991.421875
	Iteration 139Q: 3 clusters Score -2530740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2530746.500000 Penalty: 4991.421875
	Iteration 140F: 3 clusters Score -2530746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2530750.250000 Penalty: 4991.421875
	Iteration 141Q: 3 clusters Score -2530750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2530749.750000 Penalty: 4991.421875
	Iteration 142Q: 3 clusters Score -2530750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2530749.000000 Penalty: 4991.421875
	Iteration 143Q: 3 clusters Score -2530749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2530751.750000 Penalty: 4991.421875
	Iteration 144Q: 3 clusters Score -2530752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2530755.000000 Penalty: 4991.421875
	Iteration 145Q: 3 clusters Score -2530755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2530761.000000 Penalty: 4991.421875
	Iteration 146Q: 3 clusters Score -2530761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2530761.000000 Penalty: 4991.421875
	Iteration 147Q: 3 clusters Score -2530761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2530758.000000 Penalty: 4991.421875
	Iteration 148Q: 3 clusters Score -2530758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2530759.500000 Penalty: 4991.421875
	Iteration 149Q: 3 clusters Score -2530760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2530762.000000 Penalty: 4991.421875
	Iteration 150Q: 3 clusters Score -2530762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2530763.500000 Penalty: 4991.421875
	Iteration 151Q: 3 clusters Score -2530764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2530761.750000 Penalty: 4991.421875
	Iteration 152Q: 3 clusters Score -2530762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2530761.000000 Penalty: 4991.421875
	Iteration 153Q: 3 clusters Score -2530761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2530762.500000 Penalty: 4991.421875
	Iteration 154Q: 3 clusters Score -2530762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2530759.250000 Penalty: 4991.421875
	Iteration 155Q: 3 clusters Score -2530759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2530762.000000 Penalty: 4991.421875
	Iteration 156Q: 3 clusters Score -2530762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2530762.000000 Penalty: 4991.421875
	Iteration 157F: 3 clusters Score -2530762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Entering Unmasked Estep 
Score: -3368547.000000 Penalty: 2560.125244
	Iteration 0F: 2 clusters Score -3368547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3347670.750000 Penalty: 5120.250488
	Iteration 0F: 3 clusters Score -3347671 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3355561.750000 Penalty: 5120.250488
	Iteration 1F: 3 clusters Score -3355562 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -3356350.250000 Penalty: 5120.250488
	Iteration 2F: 3 clusters Score -3356350 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3357209.500000 Penalty: 5120.250488
	Iteration 3F: 3 clusters Score -3357210 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3358214.250000 Penalty: 5120.250488
	Iteration 4F: 3 clusters Score -3358214 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3359276.250000 Penalty: 5120.250488
	Iteration 5F: 3 clusters Score -3359276 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3360354.750000 Penalty: 5120.250488
	Iteration 6F: 3 clusters Score -3360355 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3361383.250000 Penalty: 5120.250488
	Iteration 7F: 3 clusters Score -3361383 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3362329.500000 Penalty: 5120.250488
	Iteration 8F: 3 clusters Score -3362330 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3363078.000000 Penalty: 5120.250488
	Iteration 9Q: 3 clusters Score -3363078 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3363639.250000 Penalty: 5120.250488
	Iteration 10Q: 3 clusters Score -3363639 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3364060.250000 Penalty: 5120.250488
	Iteration 11Q: 3 clusters Score -3364060 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3364343.250000 Penalty: 5120.250488
	Iteration 12Q: 3 clusters Score -3364343 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3364622.750000 Penalty: 5120.250488
	Iteration 13Q: 3 clusters Score -3364623 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3364819.000000 Penalty: 5120.250488
	Iteration 14Q: 3 clusters Score -3364819 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3365066.500000 Penalty: 5120.250488
	Iteration 15Q: 3 clusters Score -3365066 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3365300.750000 Penalty: 5120.250488
	Iteration 16Q: 3 clusters Score -3365301 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3365551.000000 Penalty: 5120.250488
	Iteration 17Q: 3 clusters Score -3365551 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3365807.500000 Penalty: 5120.250488
	Iteration 18Q: 3 clusters Score -3365808 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3366079.750000 Penalty: 5120.250488
	Iteration 19Q: 3 clusters Score -3366080 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -3366371.250000 Penalty: 5120.250488
	Iteration 20F: 3 clusters Score -3366371 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -3366649.250000 Penalty: 5120.250488
	Iteration 21Q: 3 clusters Score -3366649 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3366891.250000 Penalty: 5120.250488
	Iteration 22Q: 3 clusters Score -3366891 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3367102.750000 Penalty: 5120.250488
	Iteration 23Q: 3 clusters Score -3367103 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3367261.750000 Penalty: 5120.250488
	Iteration 24Q: 3 clusters Score -3367262 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3367382.000000 Penalty: 5120.250488
	Iteration 25Q: 3 clusters Score -3367382 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3367458.500000 Penalty: 5120.250488
	Iteration 26Q: 3 clusters Score -3367458 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3367528.250000 Penalty: 5120.250488
	Iteration 27Q: 3 clusters Score -3367528 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3367581.250000 Penalty: 5120.250488
	Iteration 28Q: 3 clusters Score -3367581 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3367630.250000 Penalty: 5120.250488
	Iteration 29Q: 3 clusters Score -3367630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3367667.500000 Penalty: 5120.250488
	Iteration 30Q: 3 clusters Score -3367668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3367738.000000 Penalty: 5120.250488
	Iteration 31Q: 3 clusters Score -3367738 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3367797.000000 Penalty: 5120.250488
	Iteration 32Q: 3 clusters Score -3367797 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3367849.250000 Penalty: 5120.250488
	Iteration 33Q: 3 clusters Score -3367849 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3367920.250000 Penalty: 5120.250488
	Iteration 34Q: 3 clusters Score -3367920 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -3367992.000000 Penalty: 5120.250488
	Iteration 35Q: 3 clusters Score -3367992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3368030.000000 Penalty: 5120.250488
	Iteration 36Q: 3 clusters Score -3368030 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3368077.750000 Penalty: 5120.250488
	Iteration 37Q: 3 clusters Score -3368078 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3368117.500000 Penalty: 5120.250488
	Iteration 38Q: 3 clusters Score -3368118 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3368155.500000 Penalty: 5120.250488
	Iteration 39Q: 3 clusters Score -3368156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3368183.500000 Penalty: 5120.250488
	Iteration 40F: 3 clusters Score -3368184 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3368205.250000 Penalty: 5120.250488
	Iteration 41Q: 3 clusters Score -3368205 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3368247.750000 Penalty: 5120.250488
	Iteration 42Q: 3 clusters Score -3368248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -3368284.000000 Penalty: 5120.250488
	Iteration 43Q: 3 clusters Score -3368284 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3368300.250000 Penalty: 5120.250488
	Iteration 44Q: 3 clusters Score -3368300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3368310.000000 Penalty: 5120.250488
	Iteration 45Q: 3 clusters Score -3368310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3368319.500000 Penalty: 5120.250488
	Iteration 46Q: 3 clusters Score -3368320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -3368334.750000 Penalty: 5120.250488
	Iteration 47Q: 3 clusters Score -3368335 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3368349.750000 Penalty: 5120.250488
	Iteration 48Q: 3 clusters Score -3368350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -3368359.000000 Penalty: 5120.250488
	Iteration 49Q: 3 clusters Score -3368359 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -3368377.500000 Penalty: 5120.250488
	Iteration 50Q: 3 clusters Score -3368378 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -3368385.500000 Penalty: 5120.250488
	Iteration 51Q: 3 clusters Score -3368386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3368399.000000 Penalty: 5120.250488
	Iteration 52Q: 3 clusters Score -3368399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3368425.250000 Penalty: 5120.250488
	Iteration 53Q: 3 clusters Score -3368425 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3368442.250000 Penalty: 5120.250488
	Iteration 54Q: 3 clusters Score -3368442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3368467.750000 Penalty: 5120.250488
	Iteration 55Q: 3 clusters Score -3368468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3368484.500000 Penalty: 5120.250488
	Iteration 56Q: 3 clusters Score -3368484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3368503.750000 Penalty: 5120.250488
	Iteration 57Q: 3 clusters Score -3368504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -3368522.500000 Penalty: 5120.250488
	Iteration 58Q: 3 clusters Score -3368522 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3368521.750000 Penalty: 5120.250488
	Iteration 59Q: 3 clusters Score -3368522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3368538.250000 Penalty: 5120.250488
	Iteration 60F: 3 clusters Score -3368538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3368548.500000 Penalty: 5120.250488
	Iteration 61Q: 3 clusters Score -3368548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -3368564.750000 Penalty: 5120.250488
	Iteration 62Q: 3 clusters Score -3368565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3368558.750000 Penalty: 5120.250488
	Iteration 63Q: 3 clusters Score -3368559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3368562.750000 Penalty: 5120.250488
	Iteration 64Q: 3 clusters Score -3368563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3368557.250000 Penalty: 5120.250488
	Iteration 65Q: 3 clusters Score -3368557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3368553.750000 Penalty: 5120.250488
	Iteration 66Q: 3 clusters Score -3368554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3368571.250000 Penalty: 5120.250488
	Iteration 67Q: 3 clusters Score -3368571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3368565.750000 Penalty: 5120.250488
	Iteration 68Q: 3 clusters Score -3368566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3368564.500000 Penalty: 5120.250488
	Iteration 69Q: 3 clusters Score -3368564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3368572.750000 Penalty: 5120.250488
	Iteration 70Q: 3 clusters Score -3368573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3368572.750000 Penalty: 5120.250488
	Iteration 71Q: 3 clusters Score -3368573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3368566.500000 Penalty: 5120.250488
	Iteration 72Q: 3 clusters Score -3368566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3368569.000000 Penalty: 5120.250488
	Iteration 73Q: 3 clusters Score -3368569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3368568.000000 Penalty: 5120.250488
	Iteration 74Q: 3 clusters Score -3368568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3368563.250000 Penalty: 5120.250488
	Iteration 75Q: 3 clusters Score -3368563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -3368564.000000 Penalty: 5120.250488
	Iteration 76Q: 3 clusters Score -3368564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3368564.000000 Penalty: 5120.250488
	Iteration 77Q: 3 clusters Score -3368564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -3368561.500000 Penalty: 5120.250488
	Iteration 78Q: 3 clusters Score -3368562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3368562.750000 Penalty: 5120.250488
	Iteration 79Q: 3 clusters Score -3368563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3368561.000000 Penalty: 5120.250488
	Iteration 80F: 3 clusters Score -3368561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44144 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 23578 members 
Mstep: Class 17 contains 16093 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 24161 members 
Mstep: Class 20 contains 24809 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 4557 members 
Mstep: Class 26 contains 10804 members 
Mstep: Class 27 contains 6266 members 
Entering Unmasked Estep 
Score: -35660464.000000 Penalty: 84904.445312
Splitting cluster 19 changes total score from -35648940.000000 to -35660464.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (24809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Entering Unmasked Estep 
Score: -2903595.500000 Penalty: 2509.502441
	Iteration 0F: 2 clusters Score -2903596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2886450.000000 Penalty: 5019.004883
	Iteration 0F: 3 clusters Score -2886450 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2892577.250000 Penalty: 5019.004883
	Iteration 1F: 3 clusters Score -2892577 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2893382.250000 Penalty: 5019.004883
	Iteration 2F: 3 clusters Score -2893382 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2894263.000000 Penalty: 5019.004883
	Iteration 3F: 3 clusters Score -2894263 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2895189.500000 Penalty: 5019.004883
	Iteration 4F: 3 clusters Score -2895190 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2896288.250000 Penalty: 5019.004883
	Iteration 5F: 3 clusters Score -2896288 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2897543.000000 Penalty: 5019.004883
	Iteration 6F: 3 clusters Score -2897543 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2898846.000000 Penalty: 5019.004883
	Iteration 7F: 3 clusters Score -2898846 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2900019.250000 Penalty: 5019.004883
	Iteration 8F: 3 clusters Score -2900019 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2900883.250000 Penalty: 5019.004883
	Iteration 9Q: 3 clusters Score -2900883 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2901492.250000 Penalty: 5019.004883
	Iteration 10Q: 3 clusters Score -2901492 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2901920.500000 Penalty: 5019.004883
	Iteration 11Q: 3 clusters Score -2901920 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2902288.750000 Penalty: 5019.004883
	Iteration 12Q: 3 clusters Score -2902289 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2902769.250000 Penalty: 5019.004883
	Iteration 13Q: 3 clusters Score -2902769 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2903312.000000 Penalty: 5019.004883
	Iteration 14Q: 3 clusters Score -2903312 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2903722.250000 Penalty: 5019.004883
	Iteration 15Q: 3 clusters Score -2903722 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2904031.500000 Penalty: 5019.004883
	Iteration 16Q: 3 clusters Score -2904032 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2904300.250000 Penalty: 5019.004883
	Iteration 17Q: 3 clusters Score -2904300 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2904477.750000 Penalty: 5019.004883
	Iteration 18Q: 3 clusters Score -2904478 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2904620.500000 Penalty: 5019.004883
	Iteration 19Q: 3 clusters Score -2904620 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2904745.250000 Penalty: 5019.004883
	Iteration 20F: 3 clusters Score -2904745 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2904854.500000 Penalty: 5019.004883
	Iteration 21Q: 3 clusters Score -2904854 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2904998.750000 Penalty: 5019.004883
	Iteration 22Q: 3 clusters Score -2904999 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2905242.750000 Penalty: 5019.004883
	Iteration 23Q: 3 clusters Score -2905243 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2905609.250000 Penalty: 5019.004883
	Iteration 24Q: 3 clusters Score -2905609 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2906195.750000 Penalty: 5019.004883
	Iteration 25Q: 3 clusters Score -2906196 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2906830.750000 Penalty: 5019.004883
	Iteration 26Q: 3 clusters Score -2906831 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2906955.750000 Penalty: 5019.004883
	Iteration 27Q: 3 clusters Score -2906956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2906979.000000 Penalty: 5019.004883
	Iteration 28Q: 3 clusters Score -2906979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2906974.000000 Penalty: 5019.004883
	Iteration 29Q: 3 clusters Score -2906974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -2906975.500000 Penalty: 5019.004883
	Iteration 30Q: 3 clusters Score -2906976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2906978.500000 Penalty: 5019.004883
	Iteration 31Q: 3 clusters Score -2906978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2906980.250000 Penalty: 5019.004883
	Iteration 32Q: 3 clusters Score -2906980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2906976.000000 Penalty: 5019.004883
	Iteration 33Q: 3 clusters Score -2906976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2906979.500000 Penalty: 5019.004883
	Iteration 34Q: 3 clusters Score -2906980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2906983.500000 Penalty: 5019.004883
	Iteration 35Q: 3 clusters Score -2906984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2906983.500000 Penalty: 5019.004883
	Iteration 36F: 3 clusters Score -2906984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44144 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 23578 members 
Mstep: Class 17 contains 16093 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 24161 members 
Mstep: Class 20 contains 19230 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 2765 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 4557 members 
Mstep: Class 26 contains 10804 members 
Mstep: Class 27 contains 6266 members 
Mstep: Class 28 contains 5579 members 
Entering Unmasked Estep 
Score: -35663032.000000 Penalty: 88049.054688
Splitting cluster 20 changes total score from -35648940.000000 to -35663032.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 12939 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 10194 members 
Mstep: Class 10 contains 11881 members 
Mstep: Class 11 contains 29096 members 
Mstep: Class 12 contains 15349 members 
Mstep: Class 13 contains 8451 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 23578 members 
Mstep: Class 17 contains 16093 members 
Mstep: Class 18 contains 23467 members 
Mstep: Class 19 contains 24161 members 
Mstep: Class 20 contains 19230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35670108.000000 Penalty: 88049.054688
Iteration 39Q: 29 clusters Score -3.567011e+07 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43028 members 
Mstep: Class 3 contains 2776 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 13113 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 14154 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 12022 members 
Mstep: Class 11 contains 28877 members 
Mstep: Class 12 contains 15220 members 
Mstep: Class 13 contains 8151 members 
Mstep: Class 14 contains 11400 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 23560 members 
Mstep: Class 17 contains 17172 members 
Mstep: Class 18 contains 23519 members 
Mstep: Class 19 contains 24515 members 
Mstep: Class 20 contains 19398 members 
Mstep: Class 21 contains 871 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 5731 members 
Mstep: Class 24 contains 5269 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 10583 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 5412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35676504.000000 Penalty: 88049.054688
Iteration 40F: 29 clusters Score -3.56765e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 42517 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 12986 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 14203 members 
Mstep: Class 8 contains 2873 members 
Mstep: Class 9 contains 10080 members 
Mstep: Class 10 contains 11555 members 
Mstep: Class 11 contains 28543 members 
Mstep: Class 12 contains 15133 members 
Mstep: Class 13 contains 7841 members 
Mstep: Class 14 contains 11218 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 23346 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 23286 members 
Mstep: Class 19 contains 24799 members 
Mstep: Class 20 contains 19186 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 2660 members 
Mstep: Class 23 contains 5859 members 
Mstep: Class 24 contains 5678 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 11159 members 
Mstep: Class 27 contains 6274 members 
Mstep: Class 28 contains 5624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35679524.000000 Penalty: 88049.054688
Iteration 41Q: 29 clusters Score -3.567952e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41981 members 
Mstep: Class 3 contains 2872 members 
Mstep: Class 4 contains 5309 members 
Mstep: Class 5 contains 12886 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 14207 members 
Mstep: Class 8 contains 2993 members 
Mstep: Class 9 contains 10026 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 28353 members 
Mstep: Class 12 contains 15071 members 
Mstep: Class 13 contains 7575 members 
Mstep: Class 14 contains 11146 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 23206 members 
Mstep: Class 17 contains 17789 members 
Mstep: Class 18 contains 23113 members 
Mstep: Class 19 contains 25000 members 
Mstep: Class 20 contains 19032 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 2660 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 5952 members 
Mstep: Class 25 contains 4594 members 
Mstep: Class 26 contains 11468 members 
Mstep: Class 27 contains 6459 members 
Mstep: Class 28 contains 5701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35681220.000000 Penalty: 88049.054688
Iteration 42Q: 29 clusters Score -3.568122e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 41509 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 5343 members 
Mstep: Class 5 contains 12814 members 
Mstep: Class 6 contains 2392 members 
Mstep: Class 7 contains 14176 members 
Mstep: Class 8 contains 3120 members 
Mstep: Class 9 contains 10010 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 28181 members 
Mstep: Class 12 contains 15034 members 
Mstep: Class 13 contains 7414 members 
Mstep: Class 14 contains 11095 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 23063 members 
Mstep: Class 17 contains 18054 members 
Mstep: Class 18 contains 22982 members 
Mstep: Class 19 contains 25194 members 
Mstep: Class 20 contains 18953 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 2658 members 
Mstep: Class 23 contains 6030 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 4635 members 
Mstep: Class 26 contains 11661 members 
Mstep: Class 27 contains 6596 members 
Mstep: Class 28 contains 5743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35682132.000000 Penalty: 88049.054688
Iteration 43Q: 29 clusters Score -3.568213e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 41133 members 
Mstep: Class 3 contains 3008 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 12766 members 
Mstep: Class 6 contains 2418 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 3225 members 
Mstep: Class 9 contains 10037 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 28037 members 
Mstep: Class 12 contains 15010 members 
Mstep: Class 13 contains 7332 members 
Mstep: Class 14 contains 11052 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 22907 members 
Mstep: Class 17 contains 18212 members 
Mstep: Class 18 contains 22887 members 
Mstep: Class 19 contains 25371 members 
Mstep: Class 20 contains 18863 members 
Mstep: Class 21 contains 1011 members 
Mstep: Class 22 contains 2667 members 
Mstep: Class 23 contains 6114 members 
Mstep: Class 24 contains 6284 members 
Mstep: Class 25 contains 4651 members 
Mstep: Class 26 contains 11832 members 
Mstep: Class 27 contains 6688 members 
Mstep: Class 28 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35682588.000000 Penalty: 88049.054688
Iteration 44Q: 29 clusters Score -3.568259e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 40819 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 5364 members 
Mstep: Class 5 contains 12741 members 
Mstep: Class 6 contains 2429 members 
Mstep: Class 7 contains 14118 members 
Mstep: Class 8 contains 3320 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 27911 members 
Mstep: Class 12 contains 14994 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 11038 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 22742 members 
Mstep: Class 17 contains 18316 members 
Mstep: Class 18 contains 22791 members 
Mstep: Class 19 contains 25539 members 
Mstep: Class 20 contains 18787 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 2673 members 
Mstep: Class 23 contains 6179 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 4666 members 
Mstep: Class 26 contains 11962 members 
Mstep: Class 27 contains 6775 members 
Mstep: Class 28 contains 5788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683012.000000 Penalty: 88049.054688
Iteration 45Q: 29 clusters Score -3.568301e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 12726 members 
Mstep: Class 6 contains 2439 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 8 contains 3423 members 
Mstep: Class 9 contains 10087 members 
Mstep: Class 10 contains 11288 members 
Mstep: Class 11 contains 27792 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 22592 members 
Mstep: Class 17 contains 18357 members 
Mstep: Class 18 contains 22702 members 
Mstep: Class 19 contains 25680 members 
Mstep: Class 20 contains 18738 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 2682 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 6482 members 
Mstep: Class 25 contains 4665 members 
Mstep: Class 26 contains 12086 members 
Mstep: Class 27 contains 6845 members 
Mstep: Class 28 contains 5800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683436.000000 Penalty: 88049.054688
Iteration 46Q: 29 clusters Score -3.568344e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 40380 members 
Mstep: Class 3 contains 3230 members 
Mstep: Class 4 contains 5376 members 
Mstep: Class 5 contains 12695 members 
Mstep: Class 6 contains 2447 members 
Mstep: Class 7 contains 14063 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 10125 members 
Mstep: Class 10 contains 11271 members 
Mstep: Class 11 contains 27675 members 
Mstep: Class 12 contains 14966 members 
Mstep: Class 13 contains 7256 members 
Mstep: Class 14 contains 11041 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 22454 members 
Mstep: Class 17 contains 18346 members 
Mstep: Class 18 contains 22608 members 
Mstep: Class 19 contains 25829 members 
Mstep: Class 20 contains 18696 members 
Mstep: Class 21 contains 940 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 6282 members 
Mstep: Class 24 contains 6555 members 
Mstep: Class 25 contains 4664 members 
Mstep: Class 26 contains 12195 members 
Mstep: Class 27 contains 6923 members 
Mstep: Class 28 contains 5818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683660.000000 Penalty: 88049.054688
Iteration 47Q: 29 clusters Score -3.568366e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 40233 members 
Mstep: Class 3 contains 3275 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 12663 members 
Mstep: Class 6 contains 2450 members 
Mstep: Class 7 contains 14017 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 10154 members 
Mstep: Class 10 contains 11263 members 
Mstep: Class 11 contains 27579 members 
Mstep: Class 12 contains 14956 members 
Mstep: Class 13 contains 7253 members 
Mstep: Class 14 contains 11039 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 22346 members 
Mstep: Class 17 contains 18323 members 
Mstep: Class 18 contains 22520 members 
Mstep: Class 19 contains 25961 members 
Mstep: Class 20 contains 18653 members 
Mstep: Class 21 contains 922 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 6341 members 
Mstep: Class 24 contains 6619 members 
Mstep: Class 25 contains 4659 members 
Mstep: Class 26 contains 12281 members 
Mstep: Class 27 contains 7011 members 
Mstep: Class 28 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683908.000000 Penalty: 88049.054688
Iteration 48Q: 29 clusters Score -3.568391e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 40108 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 12659 members 
Mstep: Class 6 contains 2454 members 
Mstep: Class 7 contains 13997 members 
Mstep: Class 8 contains 3682 members 
Mstep: Class 9 contains 10166 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 27471 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 7250 members 
Mstep: Class 14 contains 11045 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 16 contains 22243 members 
Mstep: Class 17 contains 18307 members 
Mstep: Class 18 contains 22439 members 
Mstep: Class 19 contains 26082 members 
Mstep: Class 20 contains 18604 members 
Mstep: Class 21 contains 911 members 
Mstep: Class 22 contains 2691 members 
Mstep: Class 23 contains 6390 members 
Mstep: Class 24 contains 6676 members 
Mstep: Class 25 contains 4655 members 
Mstep: Class 26 contains 12353 members 
Mstep: Class 27 contains 7077 members 
Mstep: Class 28 contains 5839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684020.000000 Penalty: 88049.054688
Iteration 49Q: 29 clusters Score -3.568402e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 40002 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 5 contains 12625 members 
Mstep: Class 6 contains 2457 members 
Mstep: Class 7 contains 13970 members 
Mstep: Class 8 contains 3772 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 10 contains 11289 members 
Mstep: Class 11 contains 27373 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 7249 members 
Mstep: Class 14 contains 11050 members 
Mstep: Class 15 contains 759 members 
Mstep: Class 16 contains 22138 members 
Mstep: Class 17 contains 18286 members 
Mstep: Class 18 contains 22381 members 
Mstep: Class 19 contains 26221 members 
Mstep: Class 20 contains 18552 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 22 contains 2697 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 6729 members 
Mstep: Class 25 contains 4651 members 
Mstep: Class 26 contains 12408 members 
Mstep: Class 27 contains 7143 members 
Mstep: Class 28 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684400.000000 Penalty: 88049.054688
Iteration 50Q: 29 clusters Score -3.56844e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 39905 members 
Mstep: Class 3 contains 3321 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 12601 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 13939 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 10205 members 
Mstep: Class 10 contains 11287 members 
Mstep: Class 11 contains 27303 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 7246 members 
Mstep: Class 14 contains 11060 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 22038 members 
Mstep: Class 17 contains 18283 members 
Mstep: Class 18 contains 22307 members 
Mstep: Class 19 contains 26346 members 
Mstep: Class 20 contains 18506 members 
Mstep: Class 21 contains 888 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 6772 members 
Mstep: Class 25 contains 4649 members 
Mstep: Class 26 contains 12455 members 
Mstep: Class 27 contains 7202 members 
Mstep: Class 28 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684492.000000 Penalty: 88049.054688
Iteration 51Q: 29 clusters Score -3.568449e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 39820 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 5372 members 
Mstep: Class 5 contains 12567 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 13926 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 10207 members 
Mstep: Class 10 contains 11296 members 
Mstep: Class 11 contains 27239 members 
Mstep: Class 12 contains 14962 members 
Mstep: Class 13 contains 7237 members 
Mstep: Class 14 contains 11088 members 
Mstep: Class 15 contains 774 members 
Mstep: Class 16 contains 21958 members 
Mstep: Class 17 contains 18278 members 
Mstep: Class 18 contains 22217 members 
Mstep: Class 19 contains 26480 members 
Mstep: Class 20 contains 18450 members 
Mstep: Class 21 contains 890 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 6517 members 
Mstep: Class 24 contains 6801 members 
Mstep: Class 25 contains 4644 members 
Mstep: Class 26 contains 12492 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 5873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684828.000000 Penalty: 88049.054688
Iteration 52Q: 29 clusters Score -3.568483e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 39742 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 5361 members 
Mstep: Class 5 contains 12550 members 
Mstep: Class 6 contains 2464 members 
Mstep: Class 7 contains 13915 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 10222 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 27183 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 7233 members 
Mstep: Class 14 contains 11117 members 
Mstep: Class 15 contains 781 members 
Mstep: Class 16 contains 21857 members 
Mstep: Class 17 contains 18267 members 
Mstep: Class 18 contains 22115 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 18413 members 
Mstep: Class 21 contains 886 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 6551 members 
Mstep: Class 24 contains 6824 members 
Mstep: Class 25 contains 4643 members 
Mstep: Class 26 contains 12529 members 
Mstep: Class 27 contains 7331 members 
Mstep: Class 28 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684792.000000 Penalty: 88049.054688
Iteration 53Q: 29 clusters Score -3.568479e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 39662 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 5356 members 
Mstep: Class 5 contains 12537 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 13926 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 10230 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 27134 members 
Mstep: Class 12 contains 14951 members 
Mstep: Class 13 contains 7232 members 
Mstep: Class 14 contains 11123 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 21766 members 
Mstep: Class 17 contains 18259 members 
Mstep: Class 18 contains 22007 members 
Mstep: Class 19 contains 26773 members 
Mstep: Class 20 contains 18373 members 
Mstep: Class 21 contains 884 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 6851 members 
Mstep: Class 25 contains 4643 members 
Mstep: Class 26 contains 12557 members 
Mstep: Class 27 contains 7387 members 
Mstep: Class 28 contains 5893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684940.000000 Penalty: 88049.054688
Iteration 54Q: 29 clusters Score -3.568494e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 39576 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 5355 members 
Mstep: Class 5 contains 12510 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 10251 members 
Mstep: Class 10 contains 11289 members 
Mstep: Class 11 contains 27098 members 
Mstep: Class 12 contains 14945 members 
Mstep: Class 13 contains 7230 members 
Mstep: Class 14 contains 11128 members 
Mstep: Class 15 contains 794 members 
Mstep: Class 16 contains 21673 members 
Mstep: Class 17 contains 18249 members 
Mstep: Class 18 contains 21917 members 
Mstep: Class 19 contains 26926 members 
Mstep: Class 20 contains 18320 members 
Mstep: Class 21 contains 877 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 6613 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 4647 members 
Mstep: Class 26 contains 12581 members 
Mstep: Class 27 contains 7459 members 
Mstep: Class 28 contains 5894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685148.000000 Penalty: 88049.054688
Iteration 55Q: 29 clusters Score -3.568515e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 39504 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 5347 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 13943 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 27071 members 
Mstep: Class 12 contains 14943 members 
Mstep: Class 13 contains 7230 members 
Mstep: Class 14 contains 11147 members 
Mstep: Class 15 contains 799 members 
Mstep: Class 16 contains 21587 members 
Mstep: Class 17 contains 18233 members 
Mstep: Class 18 contains 21828 members 
Mstep: Class 19 contains 27096 members 
Mstep: Class 20 contains 18279 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 4643 members 
Mstep: Class 26 contains 12596 members 
Mstep: Class 27 contains 7530 members 
Mstep: Class 28 contains 5897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685324.000000 Penalty: 88049.054688
Iteration 56Q: 29 clusters Score -3.568532e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 39437 members 
Mstep: Class 3 contains 3357 members 
Mstep: Class 4 contains 5344 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 13957 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 27042 members 
Mstep: Class 12 contains 14942 members 
Mstep: Class 13 contains 7228 members 
Mstep: Class 14 contains 11163 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 21492 members 
Mstep: Class 17 contains 18224 members 
Mstep: Class 18 contains 21752 members 
Mstep: Class 19 contains 27219 members 
Mstep: Class 20 contains 18240 members 
Mstep: Class 21 contains 873 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 6893 members 
Mstep: Class 25 contains 4649 members 
Mstep: Class 26 contains 12610 members 
Mstep: Class 27 contains 7595 members 
Mstep: Class 28 contains 5903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685364.000000 Penalty: 88049.054688
Iteration 57Q: 29 clusters Score -3.568536e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 39385 members 
Mstep: Class 3 contains 3351 members 
Mstep: Class 4 contains 5341 members 
Mstep: Class 5 contains 12423 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 13960 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 11272 members 
Mstep: Class 11 contains 27008 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 7226 members 
Mstep: Class 14 contains 11186 members 
Mstep: Class 15 contains 820 members 
Mstep: Class 16 contains 21394 members 
Mstep: Class 17 contains 18218 members 
Mstep: Class 18 contains 21680 members 
Mstep: Class 19 contains 27343 members 
Mstep: Class 20 contains 18192 members 
Mstep: Class 21 contains 871 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 6898 members 
Mstep: Class 25 contains 4652 members 
Mstep: Class 26 contains 12626 members 
Mstep: Class 27 contains 7652 members 
Mstep: Class 28 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685392.000000 Penalty: 88049.054688
Iteration 58Q: 29 clusters Score -3.568539e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 39340 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 12399 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 13957 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 10280 members 
Mstep: Class 10 contains 11267 members 
Mstep: Class 11 contains 26962 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 7224 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 21282 members 
Mstep: Class 17 contains 18217 members 
Mstep: Class 18 contains 21625 members 
Mstep: Class 19 contains 27465 members 
Mstep: Class 20 contains 18158 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 6744 members 
Mstep: Class 24 contains 6910 members 
Mstep: Class 25 contains 4656 members 
Mstep: Class 26 contains 12633 members 
Mstep: Class 27 contains 7708 members 
Mstep: Class 28 contains 5919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685512.000000 Penalty: 88049.054688
Iteration 59Q: 29 clusters Score -3.568551e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 39308 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 5311 members 
Mstep: Class 5 contains 12367 members 
Mstep: Class 6 contains 2464 members 
Mstep: Class 7 contains 13971 members 
Mstep: Class 8 contains 4346 members 
Mstep: Class 9 contains 10285 members 
Mstep: Class 10 contains 11260 members 
Mstep: Class 11 contains 26924 members 
Mstep: Class 12 contains 14937 members 
Mstep: Class 13 contains 7224 members 
Mstep: Class 14 contains 11217 members 
Mstep: Class 15 contains 836 members 
Mstep: Class 16 contains 21172 members 
Mstep: Class 17 contains 18217 members 
Mstep: Class 18 contains 21562 members 
Mstep: Class 19 contains 27577 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 869 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 6921 members 
Mstep: Class 25 contains 4664 members 
Mstep: Class 26 contains 12643 members 
Mstep: Class 27 contains 7764 members 
Mstep: Class 28 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685636.000000 Penalty: 88049.054688
Iteration 60F: 29 clusters Score -3.568564e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 39267 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 12365 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 13962 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 10279 members 
Mstep: Class 10 contains 11256 members 
Mstep: Class 11 contains 26886 members 
Mstep: Class 12 contains 14936 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 11236 members 
Mstep: Class 15 contains 839 members 
Mstep: Class 16 contains 21022 members 
Mstep: Class 17 contains 18229 members 
Mstep: Class 18 contains 21526 members 
Mstep: Class 19 contains 27679 members 
Mstep: Class 20 contains 18062 members 
Mstep: Class 21 contains 884 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 6845 members 
Mstep: Class 24 contains 6927 members 
Mstep: Class 25 contains 4681 members 
Mstep: Class 26 contains 12648 members 
Mstep: Class 27 contains 7813 members 
Mstep: Class 28 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685784.000000 Penalty: 88049.054688
Iteration 61Q: 29 clusters Score -3.568578e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 39222 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 5289 members 
Mstep: Class 5 contains 12339 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 13977 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 11256 members 
Mstep: Class 11 contains 26844 members 
Mstep: Class 12 contains 14935 members 
Mstep: Class 13 contains 7219 members 
Mstep: Class 14 contains 11267 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 20879 members 
Mstep: Class 17 contains 18231 members 
Mstep: Class 18 contains 21480 members 
Mstep: Class 19 contains 27792 members 
Mstep: Class 20 contains 18001 members 
Mstep: Class 21 contains 883 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 6909 members 
Mstep: Class 24 contains 6932 members 
Mstep: Class 25 contains 4695 members 
Mstep: Class 26 contains 12653 members 
Mstep: Class 27 contains 7863 members 
Mstep: Class 28 contains 5929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685928.000000 Penalty: 88049.054688
Iteration 62Q: 29 clusters Score -3.568593e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 39188 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 12298 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 13996 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 10273 members 
Mstep: Class 10 contains 11254 members 
Mstep: Class 11 contains 26796 members 
Mstep: Class 12 contains 14939 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 843 members 
Mstep: Class 16 contains 20727 members 
Mstep: Class 17 contains 18237 members 
Mstep: Class 18 contains 21438 members 
Mstep: Class 19 contains 27891 members 
Mstep: Class 20 contains 17957 members 
Mstep: Class 21 contains 879 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 6945 members 
Mstep: Class 25 contains 4717 members 
Mstep: Class 26 contains 12665 members 
Mstep: Class 27 contains 7913 members 
Mstep: Class 28 contains 5932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685972.000000 Penalty: 88049.054688
Iteration 63Q: 29 clusters Score -3.568597e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39155 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 5271 members 
Mstep: Class 5 contains 12264 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 14016 members 
Mstep: Class 8 contains 4569 members 
Mstep: Class 9 contains 10284 members 
Mstep: Class 10 contains 11237 members 
Mstep: Class 11 contains 26758 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 7217 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 844 members 
Mstep: Class 16 contains 20562 members 
Mstep: Class 17 contains 18239 members 
Mstep: Class 18 contains 21408 members 
Mstep: Class 19 contains 27974 members 
Mstep: Class 20 contains 17918 members 
Mstep: Class 21 contains 870 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 6953 members 
Mstep: Class 25 contains 4736 members 
Mstep: Class 26 contains 12672 members 
Mstep: Class 27 contains 7961 members 
Mstep: Class 28 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686160.000000 Penalty: 88049.054688
Iteration 64Q: 29 clusters Score -3.568616e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39117 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 12238 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 14031 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 11224 members 
Mstep: Class 11 contains 26725 members 
Mstep: Class 12 contains 14945 members 
Mstep: Class 13 contains 7216 members 
Mstep: Class 14 contains 11316 members 
Mstep: Class 15 contains 846 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 18243 members 
Mstep: Class 18 contains 21381 members 
Mstep: Class 19 contains 28059 members 
Mstep: Class 20 contains 17853 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7181 members 
Mstep: Class 24 contains 6960 members 
Mstep: Class 25 contains 4757 members 
Mstep: Class 26 contains 12677 members 
Mstep: Class 27 contains 8011 members 
Mstep: Class 28 contains 5940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686224.000000 Penalty: 88049.054688
Iteration 65Q: 29 clusters Score -3.568622e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 39079 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 12202 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 14036 members 
Mstep: Class 8 contains 4690 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 11213 members 
Mstep: Class 11 contains 26697 members 
Mstep: Class 12 contains 14944 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 848 members 
Mstep: Class 16 contains 20237 members 
Mstep: Class 17 contains 18240 members 
Mstep: Class 18 contains 21359 members 
Mstep: Class 19 contains 28136 members 
Mstep: Class 20 contains 17794 members 
Mstep: Class 21 contains 861 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7282 members 
Mstep: Class 24 contains 6965 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 12690 members 
Mstep: Class 27 contains 8053 members 
Mstep: Class 28 contains 5944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686436.000000 Penalty: 88049.054688
Iteration 66Q: 29 clusters Score -3.568644e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39045 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 12136 members 
Mstep: Class 6 contains 2475 members 
Mstep: Class 7 contains 14036 members 
Mstep: Class 8 contains 4752 members 
Mstep: Class 9 contains 10286 members 
Mstep: Class 10 contains 11196 members 
Mstep: Class 11 contains 26673 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 11352 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 20119 members 
Mstep: Class 17 contains 18248 members 
Mstep: Class 18 contains 21335 members 
Mstep: Class 19 contains 28191 members 
Mstep: Class 20 contains 17743 members 
Mstep: Class 21 contains 857 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7384 members 
Mstep: Class 24 contains 6970 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 12697 members 
Mstep: Class 27 contains 8096 members 
Mstep: Class 28 contains 5947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686640.000000 Penalty: 88049.054688
Iteration 67Q: 29 clusters Score -3.568664e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39012 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 12076 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 4806 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 26674 members 
Mstep: Class 12 contains 14937 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 11366 members 
Mstep: Class 15 contains 860 members 
Mstep: Class 16 contains 19995 members 
Mstep: Class 17 contains 18246 members 
Mstep: Class 18 contains 21310 members 
Mstep: Class 19 contains 28255 members 
Mstep: Class 20 contains 17700 members 
Mstep: Class 21 contains 849 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7466 members 
Mstep: Class 24 contains 6975 members 
Mstep: Class 25 contains 4832 members 
Mstep: Class 26 contains 12701 members 
Mstep: Class 27 contains 8140 members 
Mstep: Class 28 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686720.000000 Penalty: 88049.054688
Iteration 68Q: 29 clusters Score -3.568672e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38985 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 11994 members 
Mstep: Class 6 contains 2472 members 
Mstep: Class 7 contains 14036 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 11185 members 
Mstep: Class 11 contains 26665 members 
Mstep: Class 12 contains 14931 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 14 contains 11372 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 19887 members 
Mstep: Class 17 contains 18245 members 
Mstep: Class 18 contains 21290 members 
Mstep: Class 19 contains 28345 members 
Mstep: Class 20 contains 17654 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7544 members 
Mstep: Class 24 contains 6989 members 
Mstep: Class 25 contains 4877 members 
Mstep: Class 26 contains 12702 members 
Mstep: Class 27 contains 8191 members 
Mstep: Class 28 contains 5953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686728.000000 Penalty: 88049.054688
Iteration 69Q: 29 clusters Score -3.568673e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38964 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 11923 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 14030 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 11179 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 14918 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 864 members 
Mstep: Class 16 contains 19775 members 
Mstep: Class 17 contains 18247 members 
Mstep: Class 18 contains 21267 members 
Mstep: Class 19 contains 28405 members 
Mstep: Class 20 contains 17616 members 
Mstep: Class 21 contains 838 members 
Mstep: Class 22 contains 2741 members 
Mstep: Class 23 contains 7602 members 
Mstep: Class 24 contains 7010 members 
Mstep: Class 25 contains 4922 members 
Mstep: Class 26 contains 12705 members 
Mstep: Class 27 contains 8240 members 
Mstep: Class 28 contains 5956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686928.000000 Penalty: 88049.054688
Iteration 70Q: 29 clusters Score -3.568693e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 38939 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 11863 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 14034 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 11178 members 
Mstep: Class 11 contains 26671 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 14 contains 11385 members 
Mstep: Class 15 contains 865 members 
Mstep: Class 16 contains 19701 members 
Mstep: Class 17 contains 18253 members 
Mstep: Class 18 contains 21236 members 
Mstep: Class 19 contains 28490 members 
Mstep: Class 20 contains 17577 members 
Mstep: Class 21 contains 829 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7633 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 4960 members 
Mstep: Class 26 contains 12706 members 
Mstep: Class 27 contains 8260 members 
Mstep: Class 28 contains 5958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687024.000000 Penalty: 88049.054688
Iteration 71Q: 29 clusters Score -3.568702e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 38910 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 5205 members 
Mstep: Class 5 contains 11802 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 14033 members 
Mstep: Class 8 contains 4985 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 11165 members 
Mstep: Class 11 contains 26673 members 
Mstep: Class 12 contains 14909 members 
Mstep: Class 13 contains 7212 members 
Mstep: Class 14 contains 11402 members 
Mstep: Class 15 contains 869 members 
Mstep: Class 16 contains 19630 members 
Mstep: Class 17 contains 18255 members 
Mstep: Class 18 contains 21195 members 
Mstep: Class 19 contains 28583 members 
Mstep: Class 20 contains 17532 members 
Mstep: Class 21 contains 827 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7666 members 
Mstep: Class 24 contains 7043 members 
Mstep: Class 25 contains 4988 members 
Mstep: Class 26 contains 12707 members 
Mstep: Class 27 contains 8292 members 
Mstep: Class 28 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687076.000000 Penalty: 88049.054688
Iteration 72Q: 29 clusters Score -3.568708e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 38865 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 2463 members 
Mstep: Class 7 contains 14023 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 10274 members 
Mstep: Class 10 contains 11148 members 
Mstep: Class 11 contains 26668 members 
Mstep: Class 12 contains 14902 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 18251 members 
Mstep: Class 18 contains 21175 members 
Mstep: Class 19 contains 28665 members 
Mstep: Class 20 contains 17479 members 
Mstep: Class 21 contains 823 members 
Mstep: Class 22 contains 2742 members 
Mstep: Class 23 contains 7692 members 
Mstep: Class 24 contains 7056 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 12709 members 
Mstep: Class 27 contains 8333 members 
Mstep: Class 28 contains 5967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687256.000000 Penalty: 88049.054688
Iteration 73Q: 29 clusters Score -3.568726e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38839 members 
Mstep: Class 3 contains 3432 members 
Mstep: Class 4 contains 5190 members 
Mstep: Class 5 contains 11748 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 14010 members 
Mstep: Class 8 contains 5115 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 11135 members 
Mstep: Class 11 contains 26668 members 
Mstep: Class 12 contains 14898 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 19492 members 
Mstep: Class 17 contains 18252 members 
Mstep: Class 18 contains 21151 members 
Mstep: Class 19 contains 28719 members 
Mstep: Class 20 contains 17415 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 2744 members 
Mstep: Class 23 contains 7717 members 
Mstep: Class 24 contains 7066 members 
Mstep: Class 25 contains 5042 members 
Mstep: Class 26 contains 12704 members 
Mstep: Class 27 contains 8367 members 
Mstep: Class 28 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687252.000000 Penalty: 88049.054688
Iteration 74Q: 29 clusters Score -3.568725e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38810 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 5191 members 
Mstep: Class 5 contains 11694 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 14013 members 
Mstep: Class 8 contains 5182 members 
Mstep: Class 9 contains 10294 members 
Mstep: Class 10 contains 11122 members 
Mstep: Class 11 contains 26668 members 
Mstep: Class 12 contains 14893 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 19442 members 
Mstep: Class 17 contains 18250 members 
Mstep: Class 18 contains 21122 members 
Mstep: Class 19 contains 28774 members 
Mstep: Class 20 contains 17361 members 
Mstep: Class 21 contains 820 members 
Mstep: Class 22 contains 2744 members 
Mstep: Class 23 contains 7735 members 
Mstep: Class 24 contains 7075 members 
Mstep: Class 25 contains 5059 members 
Mstep: Class 26 contains 12706 members 
Mstep: Class 27 contains 8402 members 
Mstep: Class 28 contains 5976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687248.000000 Penalty: 88049.054688
Iteration 75Q: 29 clusters Score -3.568725e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38790 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5192 members 
Mstep: Class 5 contains 11657 members 
Mstep: Class 6 contains 2464 members 
Mstep: Class 7 contains 14018 members 
Mstep: Class 8 contains 5243 members 
Mstep: Class 9 contains 10294 members 
Mstep: Class 10 contains 11110 members 
Mstep: Class 11 contains 26667 members 
Mstep: Class 12 contains 14890 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 19390 members 
Mstep: Class 17 contains 18250 members 
Mstep: Class 18 contains 21120 members 
Mstep: Class 19 contains 28815 members 
Mstep: Class 20 contains 17305 members 
Mstep: Class 21 contains 817 members 
Mstep: Class 22 contains 2745 members 
Mstep: Class 23 contains 7752 members 
Mstep: Class 24 contains 7089 members 
Mstep: Class 25 contains 5073 members 
Mstep: Class 26 contains 12707 members 
Mstep: Class 27 contains 8431 members 
Mstep: Class 28 contains 5975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687460.000000 Penalty: 88049.054688
Iteration 76Q: 29 clusters Score -3.568746e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38767 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 2464 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 10298 members 
Mstep: Class 10 contains 11103 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 14891 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 11452 members 
Mstep: Class 15 contains 886 members 
Mstep: Class 16 contains 19347 members 
Mstep: Class 17 contains 18245 members 
Mstep: Class 18 contains 21104 members 
Mstep: Class 19 contains 28861 members 
Mstep: Class 20 contains 17236 members 
Mstep: Class 21 contains 816 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 7766 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 5083 members 
Mstep: Class 26 contains 12707 members 
Mstep: Class 27 contains 8452 members 
Mstep: Class 28 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687536.000000 Penalty: 88049.054688
Iteration 77Q: 29 clusters Score -3.568754e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38754 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 11581 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 14037 members 
Mstep: Class 8 contains 5366 members 
Mstep: Class 9 contains 10306 members 
Mstep: Class 10 contains 11098 members 
Mstep: Class 11 contains 26668 members 
Mstep: Class 12 contains 14891 members 
Mstep: Class 13 contains 7215 members 
Mstep: Class 14 contains 11451 members 
Mstep: Class 15 contains 888 members 
Mstep: Class 16 contains 19315 members 
Mstep: Class 17 contains 18249 members 
Mstep: Class 18 contains 21094 members 
Mstep: Class 19 contains 28908 members 
Mstep: Class 20 contains 17170 members 
Mstep: Class 21 contains 814 members 
Mstep: Class 22 contains 2744 members 
Mstep: Class 23 contains 7770 members 
Mstep: Class 24 contains 7106 members 
Mstep: Class 25 contains 5091 members 
Mstep: Class 26 contains 12709 members 
Mstep: Class 27 contains 8464 members 
Mstep: Class 28 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687668.000000 Penalty: 88049.054688
Iteration 78Q: 29 clusters Score -3.568767e+07 nChanged 443
Entering ConstructFrom: 
Score: -35687668.000000 Penalty: 88049.054688
Entering ConstructFrom: 
Trying to split cluster 1 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -289210.843750 Penalty: 1934.033691
	Iteration 0F: 2 clusters Score -289210.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -286290.125000 Penalty: 3868.067383
	Iteration 0F: 3 clusters Score -286290.1 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -286886.093750 Penalty: 3868.067383
	Iteration 1F: 3 clusters Score -286886.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -287066.062500 Penalty: 3868.067383
	Iteration 2F: 3 clusters Score -287066.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -287153.093750 Penalty: 3868.067383
	Iteration 3Q: 3 clusters Score -287153.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -287196.125000 Penalty: 3868.067383
	Iteration 4Q: 3 clusters Score -287196.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -287230.468750 Penalty: 3868.067383
	Iteration 5Q: 3 clusters Score -287230.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -287263.750000 Penalty: 3868.067383
	Iteration 6Q: 3 clusters Score -287263.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287293.156250 Penalty: 3868.067383
	Iteration 7Q: 3 clusters Score -287293.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -287313.000000 Penalty: 3868.067383
	Iteration 8Q: 3 clusters Score -287313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -287334.906250 Penalty: 3868.067383
	Iteration 9Q: 3 clusters Score -287334.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -287365.812500 Penalty: 3868.067383
	Iteration 10Q: 3 clusters Score -287365.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -287392.125000 Penalty: 3868.067383
	Iteration 11Q: 3 clusters Score -287392.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -287429.750000 Penalty: 3868.067383
	Iteration 12Q: 3 clusters Score -287429.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -287458.937500 Penalty: 3868.067383
	Iteration 13Q: 3 clusters Score -287458.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -287482.281250 Penalty: 3868.067383
	Iteration 14Q: 3 clusters Score -287482.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -287503.281250 Penalty: 3868.067383
	Iteration 15Q: 3 clusters Score -287503.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -287518.562500 Penalty: 3868.067383
	Iteration 16Q: 3 clusters Score -287518.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -287533.812500 Penalty: 3868.067383
	Iteration 17Q: 3 clusters Score -287533.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -287545.812500 Penalty: 3868.067383
	Iteration 18Q: 3 clusters Score -287545.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -287558.781250 Penalty: 3868.067383
	Iteration 19Q: 3 clusters Score -287558.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -287570.812500 Penalty: 3868.067383
	Iteration 20F: 3 clusters Score -287570.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -287578.000000 Penalty: 3868.067383
	Iteration 21Q: 3 clusters Score -287578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -287581.906250 Penalty: 3868.067383
	Iteration 22Q: 3 clusters Score -287581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -287584.968750 Penalty: 3868.067383
	Iteration 23Q: 3 clusters Score -287585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -287591.031250 Penalty: 3868.067383
	Iteration 24Q: 3 clusters Score -287591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -287594.625000 Penalty: 3868.067383
	Iteration 25Q: 3 clusters Score -287594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -287596.093750 Penalty: 3868.067383
	Iteration 26Q: 3 clusters Score -287596.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -287596.937500 Penalty: 3868.067383
	Iteration 27Q: 3 clusters Score -287596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -287597.718750 Penalty: 3868.067383
	Iteration 28Q: 3 clusters Score -287597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -287598.281250 Penalty: 3868.067383
	Iteration 29Q: 3 clusters Score -287598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -287599.000000 Penalty: 3868.067383
	Iteration 30Q: 3 clusters Score -287599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -287599.000000 Penalty: 3868.067383
	Iteration 31F: 3 clusters Score -287599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Entering Unmasked Estep 
Score: -4639402.000000 Penalty: 2619.995605
	Iteration 0F: 2 clusters Score -4639402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4613220.500000 Penalty: 5239.991211
	Iteration 0F: 3 clusters Score -4613220 nChanged 17790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -4623001.000000 Penalty: 5239.991211
	Iteration 1F: 3 clusters Score -4623001 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4623691.500000 Penalty: 5239.991211
	Iteration 2Q: 3 clusters Score -4623692 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4624523.000000 Penalty: 5239.991211
	Iteration 3Q: 3 clusters Score -4624523 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4625761.500000 Penalty: 5239.991211
	Iteration 4F: 3 clusters Score -4625762 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -4627468.000000 Penalty: 5239.991211
	Iteration 5F: 3 clusters Score -4627468 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4629717.000000 Penalty: 5239.991211
	Iteration 6F: 3 clusters Score -4629717 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4632398.000000 Penalty: 5239.991211
	Iteration 7F: 3 clusters Score -4632398 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4634895.000000 Penalty: 5239.991211
	Iteration 8F: 3 clusters Score -4634895 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4636510.500000 Penalty: 5239.991211
	Iteration 9Q: 3 clusters Score -4636510 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -4637262.000000 Penalty: 5239.991211
	Iteration 10Q: 3 clusters Score -4637262 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4637585.500000 Penalty: 5239.991211
	Iteration 11Q: 3 clusters Score -4637586 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4637770.500000 Penalty: 5239.991211
	Iteration 12Q: 3 clusters Score -4637770 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4637901.500000 Penalty: 5239.991211
	Iteration 13Q: 3 clusters Score -4637902 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4637973.500000 Penalty: 5239.991211
	Iteration 14Q: 3 clusters Score -4637974 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4638017.500000 Penalty: 5239.991211
	Iteration 15Q: 3 clusters Score -4638018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4638073.000000 Penalty: 5239.991211
	Iteration 16Q: 3 clusters Score -4638073 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4638107.500000 Penalty: 5239.991211
	Iteration 17Q: 3 clusters Score -4638108 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4638138.500000 Penalty: 5239.991211
	Iteration 18Q: 3 clusters Score -4638138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4638167.000000 Penalty: 5239.991211
	Iteration 19Q: 3 clusters Score -4638167 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4638203.000000 Penalty: 5239.991211
	Iteration 20F: 3 clusters Score -4638203 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4638229.500000 Penalty: 5239.991211
	Iteration 21Q: 3 clusters Score -4638230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4638265.500000 Penalty: 5239.991211
	Iteration 22Q: 3 clusters Score -4638266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4638303.500000 Penalty: 5239.991211
	Iteration 23Q: 3 clusters Score -4638304 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -4638323.500000 Penalty: 5239.991211
	Iteration 24Q: 3 clusters Score -4638324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4638361.500000 Penalty: 5239.991211
	Iteration 25Q: 3 clusters Score -4638362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4638396.000000 Penalty: 5239.991211
	Iteration 26Q: 3 clusters Score -4638396 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4638429.500000 Penalty: 5239.991211
	Iteration 27Q: 3 clusters Score -4638430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4638473.000000 Penalty: 5239.991211
	Iteration 28Q: 3 clusters Score -4638473 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4638530.500000 Penalty: 5239.991211
	Iteration 29Q: 3 clusters Score -4638530 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4638652.000000 Penalty: 5239.991211
	Iteration 30Q: 3 clusters Score -4638652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4638796.000000 Penalty: 5239.991211
	Iteration 31Q: 3 clusters Score -4638796 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4638937.500000 Penalty: 5239.991211
	Iteration 32Q: 3 clusters Score -4638938 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4639101.500000 Penalty: 5239.991211
	Iteration 33Q: 3 clusters Score -4639102 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4639214.500000 Penalty: 5239.991211
	Iteration 34Q: 3 clusters Score -4639214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4639257.000000 Penalty: 5239.991211
	Iteration 35Q: 3 clusters Score -4639257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4639282.000000 Penalty: 5239.991211
	Iteration 36Q: 3 clusters Score -4639282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4639292.500000 Penalty: 5239.991211
	Iteration 37Q: 3 clusters Score -4639292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4639294.000000 Penalty: 5239.991211
	Iteration 38Q: 3 clusters Score -4639294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4639299.500000 Penalty: 5239.991211
	Iteration 39Q: 3 clusters Score -4639300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4639300.500000 Penalty: 5239.991211
	Iteration 40F: 3 clusters Score -4639300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4639305.000000 Penalty: 5239.991211
	Iteration 41Q: 3 clusters Score -4639305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4639309.000000 Penalty: 5239.991211
	Iteration 42Q: 3 clusters Score -4639309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4639309.000000 Penalty: 5239.991211
	Iteration 43F: 3 clusters Score -4639309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Entering Unmasked Estep 
Score: -379658.718750 Penalty: 2018.653564
	Iteration 0F: 2 clusters Score -379658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -376128.843750 Penalty: 4037.307129
	Iteration 0F: 3 clusters Score -376128.8 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -376983.062500 Penalty: 4037.307129
	Iteration 1F: 3 clusters Score -376983.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -377245.687500 Penalty: 4037.307129
	Iteration 2F: 3 clusters Score -377245.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -377431.000000 Penalty: 4037.307129
	Iteration 3F: 3 clusters Score -377431 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -377592.156250 Penalty: 4037.307129
	Iteration 4Q: 3 clusters Score -377592.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -377703.625000 Penalty: 4037.307129
	Iteration 5Q: 3 clusters Score -377703.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -377809.281250 Penalty: 4037.307129
	Iteration 6Q: 3 clusters Score -377809.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -377891.406250 Penalty: 4037.307129
	Iteration 7Q: 3 clusters Score -377891.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -377951.437500 Penalty: 4037.307129
	Iteration 8Q: 3 clusters Score -377951.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -378005.843750 Penalty: 4037.307129
	Iteration 9Q: 3 clusters Score -378005.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -378038.375000 Penalty: 4037.307129
	Iteration 10Q: 3 clusters Score -378038.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -378079.875000 Penalty: 4037.307129
	Iteration 11Q: 3 clusters Score -378079.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -378114.250000 Penalty: 4037.307129
	Iteration 12Q: 3 clusters Score -378114.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -378139.687500 Penalty: 4037.307129
	Iteration 13Q: 3 clusters Score -378139.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -378154.812500 Penalty: 4037.307129
	Iteration 14Q: 3 clusters Score -378154.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -378171.718750 Penalty: 4037.307129
	Iteration 15Q: 3 clusters Score -378171.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -378186.843750 Penalty: 4037.307129
	Iteration 16Q: 3 clusters Score -378186.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -378195.187500 Penalty: 4037.307129
	Iteration 17Q: 3 clusters Score -378195.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -378204.750000 Penalty: 4037.307129
	Iteration 18Q: 3 clusters Score -378204.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -378219.812500 Penalty: 4037.307129
	Iteration 19Q: 3 clusters Score -378219.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -378246.343750 Penalty: 4037.307129
	Iteration 20F: 3 clusters Score -378246.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -378267.718750 Penalty: 4037.307129
	Iteration 21Q: 3 clusters Score -378267.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -378284.906250 Penalty: 4037.307129
	Iteration 22Q: 3 clusters Score -378284.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -378302.843750 Penalty: 4037.307129
	Iteration 23Q: 3 clusters Score -378302.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -378327.937500 Penalty: 4037.307129
	Iteration 24Q: 3 clusters Score -378327.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -378360.562500 Penalty: 4037.307129
	Iteration 25Q: 3 clusters Score -378360.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -378404.250000 Penalty: 4037.307129
	Iteration 26Q: 3 clusters Score -378404.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -378435.281250 Penalty: 4037.307129
	Iteration 27Q: 3 clusters Score -378435.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -378473.812500 Penalty: 4037.307129
	Iteration 28Q: 3 clusters Score -378473.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -378503.281250 Penalty: 4037.307129
	Iteration 29Q: 3 clusters Score -378503.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -378527.718750 Penalty: 4037.307129
	Iteration 30Q: 3 clusters Score -378527.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -378554.843750 Penalty: 4037.307129
	Iteration 31Q: 3 clusters Score -378554.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -378570.875000 Penalty: 4037.307129
	Iteration 32Q: 3 clusters Score -378570.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -378588.687500 Penalty: 4037.307129
	Iteration 33Q: 3 clusters Score -378588.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -378602.156250 Penalty: 4037.307129
	Iteration 34Q: 3 clusters Score -378602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -378613.125000 Penalty: 4037.307129
	Iteration 35Q: 3 clusters Score -378613.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -378625.187500 Penalty: 4037.307129
	Iteration 36Q: 3 clusters Score -378625.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -378632.937500 Penalty: 4037.307129
	Iteration 37Q: 3 clusters Score -378632.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -378637.437500 Penalty: 4037.307129
	Iteration 38Q: 3 clusters Score -378637.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -378640.718750 Penalty: 4037.307129
	Iteration 39Q: 3 clusters Score -378640.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -378644.593750 Penalty: 4037.307129
	Iteration 40F: 3 clusters Score -378644.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -378645.750000 Penalty: 4037.307129
	Iteration 41Q: 3 clusters Score -378645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -378646.187500 Penalty: 4037.307129
	Iteration 42Q: 3 clusters Score -378646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -378646.937500 Penalty: 4037.307129
	Iteration 43Q: 3 clusters Score -378646.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -378647.093750 Penalty: 4037.307129
	Iteration 44Q: 3 clusters Score -378647.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -378647.093750 Penalty: 4037.307129
	Iteration 45F: 3 clusters Score -378647.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -622567.750000 Penalty: 2121.704346
	Iteration 0F: 2 clusters Score -622567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -617910.250000 Penalty: 4243.408691
	Iteration 0F: 3 clusters Score -617910.2 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -619129.812500 Penalty: 4243.408691
	Iteration 1F: 3 clusters Score -619129.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -619443.312500 Penalty: 4243.408691
	Iteration 2F: 3 clusters Score -619443.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -619654.187500 Penalty: 4243.408691
	Iteration 3F: 3 clusters Score -619654.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -619815.250000 Penalty: 4243.408691
	Iteration 4Q: 3 clusters Score -619815.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -619926.750000 Penalty: 4243.408691
	Iteration 5Q: 3 clusters Score -619926.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -619998.437500 Penalty: 4243.408691
	Iteration 6Q: 3 clusters Score -619998.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -620043.125000 Penalty: 4243.408691
	Iteration 7Q: 3 clusters Score -620043.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -620080.250000 Penalty: 4243.408691
	Iteration 8Q: 3 clusters Score -620080.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -620113.437500 Penalty: 4243.408691
	Iteration 9Q: 3 clusters Score -620113.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -620143.500000 Penalty: 4243.408691
	Iteration 10Q: 3 clusters Score -620143.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -620175.062500 Penalty: 4243.408691
	Iteration 11Q: 3 clusters Score -620175.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -620211.750000 Penalty: 4243.408691
	Iteration 12Q: 3 clusters Score -620211.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -620246.937500 Penalty: 4243.408691
	Iteration 13Q: 3 clusters Score -620246.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -620279.125000 Penalty: 4243.408691
	Iteration 14Q: 3 clusters Score -620279.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -620317.125000 Penalty: 4243.408691
	Iteration 15Q: 3 clusters Score -620317.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -620350.562500 Penalty: 4243.408691
	Iteration 16Q: 3 clusters Score -620350.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -620381.437500 Penalty: 4243.408691
	Iteration 17Q: 3 clusters Score -620381.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -620412.000000 Penalty: 4243.408691
	Iteration 18Q: 3 clusters Score -620412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -620441.812500 Penalty: 4243.408691
	Iteration 19Q: 3 clusters Score -620441.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -620466.125000 Penalty: 4243.408691
	Iteration 20F: 3 clusters Score -620466.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -620483.562500 Penalty: 4243.408691
	Iteration 21Q: 3 clusters Score -620483.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -620497.937500 Penalty: 4243.408691
	Iteration 22Q: 3 clusters Score -620497.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -620510.312500 Penalty: 4243.408691
	Iteration 23Q: 3 clusters Score -620510.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -620522.937500 Penalty: 4243.408691
	Iteration 24Q: 3 clusters Score -620522.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -620538.187500 Penalty: 4243.408691
	Iteration 25Q: 3 clusters Score -620538.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -620555.750000 Penalty: 4243.408691
	Iteration 26Q: 3 clusters Score -620555.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -620575.250000 Penalty: 4243.408691
	Iteration 27Q: 3 clusters Score -620575.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -620599.312500 Penalty: 4243.408691
	Iteration 28Q: 3 clusters Score -620599.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -620621.750000 Penalty: 4243.408691
	Iteration 29Q: 3 clusters Score -620621.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -620641.062500 Penalty: 4243.408691
	Iteration 30Q: 3 clusters Score -620641.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -620657.500000 Penalty: 4243.408691
	Iteration 31Q: 3 clusters Score -620657.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -620672.375000 Penalty: 4243.408691
	Iteration 32Q: 3 clusters Score -620672.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -620685.562500 Penalty: 4243.408691
	Iteration 33Q: 3 clusters Score -620685.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -620697.937500 Penalty: 4243.408691
	Iteration 34Q: 3 clusters Score -620697.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -620713.812500 Penalty: 4243.408691
	Iteration 35Q: 3 clusters Score -620713.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -620725.187500 Penalty: 4243.408691
	Iteration 36Q: 3 clusters Score -620725.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -620737.687500 Penalty: 4243.408691
	Iteration 37Q: 3 clusters Score -620737.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -620748.750000 Penalty: 4243.408691
	Iteration 38Q: 3 clusters Score -620748.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -620763.437500 Penalty: 4243.408691
	Iteration 39Q: 3 clusters Score -620763.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -620769.812500 Penalty: 4243.408691
	Iteration 40F: 3 clusters Score -620769.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -620778.312500 Penalty: 4243.408691
	Iteration 41Q: 3 clusters Score -620778.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -620782.750000 Penalty: 4243.408691
	Iteration 42Q: 3 clusters Score -620782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -620785.750000 Penalty: 4243.408691
	Iteration 43Q: 3 clusters Score -620785.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -620789.375000 Penalty: 4243.408691
	Iteration 44Q: 3 clusters Score -620789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -620791.562500 Penalty: 4243.408691
	Iteration 45Q: 3 clusters Score -620791.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -620796.687500 Penalty: 4243.408691
	Iteration 46Q: 3 clusters Score -620796.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -620802.562500 Penalty: 4243.408691
	Iteration 47Q: 3 clusters Score -620802.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -620806.250000 Penalty: 4243.408691
	Iteration 48Q: 3 clusters Score -620806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -620812.125000 Penalty: 4243.408691
	Iteration 49Q: 3 clusters Score -620812.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -620816.312500 Penalty: 4243.408691
	Iteration 50Q: 3 clusters Score -620816.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -620822.312500 Penalty: 4243.408691
	Iteration 51Q: 3 clusters Score -620822.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -620826.187500 Penalty: 4243.408691
	Iteration 52Q: 3 clusters Score -620826.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -620831.000000 Penalty: 4243.408691
	Iteration 53Q: 3 clusters Score -620831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -620834.562500 Penalty: 4243.408691
	Iteration 54Q: 3 clusters Score -620834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -620838.562500 Penalty: 4243.408691
	Iteration 55Q: 3 clusters Score -620838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -620839.000000 Penalty: 4243.408691
	Iteration 56Q: 3 clusters Score -620839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -620839.562500 Penalty: 4243.408691
	Iteration 57Q: 3 clusters Score -620839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -620841.625000 Penalty: 4243.408691
	Iteration 58Q: 3 clusters Score -620841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -620842.125000 Penalty: 4243.408691
	Iteration 59Q: 3 clusters Score -620842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -620842.562500 Penalty: 4243.408691
	Iteration 60F: 3 clusters Score -620842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -620841.312500 Penalty: 4243.408691
	Iteration 61Q: 3 clusters Score -620841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -620841.312500 Penalty: 4243.408691
	Iteration 62F: 3 clusters Score -620841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Entering Unmasked Estep 
Score: -1331833.125000 Penalty: 2319.665039
	Iteration 0F: 2 clusters Score -1331833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1323191.875000 Penalty: 4639.330078
	Iteration 0F: 3 clusters Score -1323192 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1325665.000000 Penalty: 4639.330078
	Iteration 1F: 3 clusters Score -1325665 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1325969.250000 Penalty: 4639.330078
	Iteration 2F: 3 clusters Score -1325969 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1326199.375000 Penalty: 4639.330078
	Iteration 3Q: 3 clusters Score -1326199 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1326405.375000 Penalty: 4639.330078
	Iteration 4Q: 3 clusters Score -1326405 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1326630.375000 Penalty: 4639.330078
	Iteration 5Q: 3 clusters Score -1326630 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1326869.125000 Penalty: 4639.330078
	Iteration 6Q: 3 clusters Score -1326869 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1327092.875000 Penalty: 4639.330078
	Iteration 7Q: 3 clusters Score -1327093 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1327353.000000 Penalty: 4639.330078
	Iteration 8Q: 3 clusters Score -1327353 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1327651.875000 Penalty: 4639.330078
	Iteration 9Q: 3 clusters Score -1327652 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1328012.750000 Penalty: 4639.330078
	Iteration 10Q: 3 clusters Score -1328013 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1328463.000000 Penalty: 4639.330078
	Iteration 11Q: 3 clusters Score -1328463 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1328923.000000 Penalty: 4639.330078
	Iteration 12Q: 3 clusters Score -1328923 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1329384.250000 Penalty: 4639.330078
	Iteration 13Q: 3 clusters Score -1329384 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1329783.250000 Penalty: 4639.330078
	Iteration 14Q: 3 clusters Score -1329783 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1330091.500000 Penalty: 4639.330078
	Iteration 15Q: 3 clusters Score -1330092 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1330364.875000 Penalty: 4639.330078
	Iteration 16Q: 3 clusters Score -1330365 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1330636.000000 Penalty: 4639.330078
	Iteration 17Q: 3 clusters Score -1330636 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1330913.750000 Penalty: 4639.330078
	Iteration 18Q: 3 clusters Score -1330914 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1331110.625000 Penalty: 4639.330078
	Iteration 19Q: 3 clusters Score -1331111 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1331295.500000 Penalty: 4639.330078
	Iteration 20F: 3 clusters Score -1331296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1331421.875000 Penalty: 4639.330078
	Iteration 21Q: 3 clusters Score -1331422 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1331498.250000 Penalty: 4639.330078
	Iteration 22Q: 3 clusters Score -1331498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1331534.250000 Penalty: 4639.330078
	Iteration 23Q: 3 clusters Score -1331534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1331559.000000 Penalty: 4639.330078
	Iteration 24Q: 3 clusters Score -1331559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1331569.750000 Penalty: 4639.330078
	Iteration 25Q: 3 clusters Score -1331570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1331574.500000 Penalty: 4639.330078
	Iteration 26Q: 3 clusters Score -1331574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1331576.250000 Penalty: 4639.330078
	Iteration 27Q: 3 clusters Score -1331576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1331578.875000 Penalty: 4639.330078
	Iteration 28Q: 3 clusters Score -1331579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1331581.000000 Penalty: 4639.330078
	Iteration 29Q: 3 clusters Score -1331581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1331582.750000 Penalty: 4639.330078
	Iteration 30Q: 3 clusters Score -1331583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1331583.500000 Penalty: 4639.330078
	Iteration 31Q: 3 clusters Score -1331584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1331586.000000 Penalty: 4639.330078
	Iteration 32Q: 3 clusters Score -1331586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1331591.250000 Penalty: 4639.330078
	Iteration 33Q: 3 clusters Score -1331591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1331597.500000 Penalty: 4639.330078
	Iteration 34Q: 3 clusters Score -1331598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1331603.750000 Penalty: 4639.330078
	Iteration 35Q: 3 clusters Score -1331604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1331608.000000 Penalty: 4639.330078
	Iteration 36Q: 3 clusters Score -1331608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1331614.875000 Penalty: 4639.330078
	Iteration 37Q: 3 clusters Score -1331615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1331621.875000 Penalty: 4639.330078
	Iteration 38Q: 3 clusters Score -1331622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1331625.500000 Penalty: 4639.330078
	Iteration 39Q: 3 clusters Score -1331626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1331635.125000 Penalty: 4639.330078
	Iteration 40F: 3 clusters Score -1331635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1331632.875000 Penalty: 4639.330078
	Iteration 41Q: 3 clusters Score -1331633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1331639.500000 Penalty: 4639.330078
	Iteration 42Q: 3 clusters Score -1331640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1331642.625000 Penalty: 4639.330078
	Iteration 43Q: 3 clusters Score -1331643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1331642.875000 Penalty: 4639.330078
	Iteration 44Q: 3 clusters Score -1331643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1331644.500000 Penalty: 4639.330078
	Iteration 45Q: 3 clusters Score -1331644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1331652.500000 Penalty: 4639.330078
	Iteration 46Q: 3 clusters Score -1331652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1331654.000000 Penalty: 4639.330078
	Iteration 47Q: 3 clusters Score -1331654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1331659.500000 Penalty: 4639.330078
	Iteration 48Q: 3 clusters Score -1331660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1331662.375000 Penalty: 4639.330078
	Iteration 49Q: 3 clusters Score -1331662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1331662.375000 Penalty: 4639.330078
	Iteration 50Q: 3 clusters Score -1331662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1331665.625000 Penalty: 4639.330078
	Iteration 51Q: 3 clusters Score -1331666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1331665.250000 Penalty: 4639.330078
	Iteration 52Q: 3 clusters Score -1331665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1331666.875000 Penalty: 4639.330078
	Iteration 53Q: 3 clusters Score -1331667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1331671.875000 Penalty: 4639.330078
	Iteration 54Q: 3 clusters Score -1331672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1331680.625000 Penalty: 4639.330078
	Iteration 55Q: 3 clusters Score -1331681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1331681.500000 Penalty: 4639.330078
	Iteration 56Q: 3 clusters Score -1331682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1331681.500000 Penalty: 4639.330078
	Iteration 57Q: 3 clusters Score -1331682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1331684.250000 Penalty: 4639.330078
	Iteration 58Q: 3 clusters Score -1331684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1331684.750000 Penalty: 4639.330078
	Iteration 59Q: 3 clusters Score -1331685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1331685.375000 Penalty: 4639.330078
	Iteration 60F: 3 clusters Score -1331685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1331687.875000 Penalty: 4639.330078
	Iteration 61Q: 3 clusters Score -1331688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1331687.750000 Penalty: 4639.330078
	Iteration 62Q: 3 clusters Score -1331688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1331686.375000 Penalty: 4639.330078
	Iteration 63Q: 3 clusters Score -1331686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1331687.500000 Penalty: 4639.330078
	Iteration 64Q: 3 clusters Score -1331688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1331690.000000 Penalty: 4639.330078
	Iteration 65Q: 3 clusters Score -1331690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1331691.625000 Penalty: 4639.330078
	Iteration 66Q: 3 clusters Score -1331692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1331690.375000 Penalty: 4639.330078
	Iteration 67Q: 3 clusters Score -1331690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1331693.125000 Penalty: 4639.330078
	Iteration 68Q: 3 clusters Score -1331693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1331693.875000 Penalty: 4639.330078
	Iteration 69Q: 3 clusters Score -1331694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1331693.125000 Penalty: 4639.330078
	Iteration 70Q: 3 clusters Score -1331693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1331693.125000 Penalty: 4639.330078
	Iteration 71F: 3 clusters Score -1331693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -271799.406250 Penalty: 1937.168579
	Iteration 0F: 2 clusters Score -271799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -268887.812500 Penalty: 3874.337158
	Iteration 0F: 3 clusters Score -268887.8 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -269471.437500 Penalty: 3874.337158
	Iteration 1F: 3 clusters Score -269471.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -269644.250000 Penalty: 3874.337158
	Iteration 2F: 3 clusters Score -269644.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -269733.312500 Penalty: 3874.337158
	Iteration 3Q: 3 clusters Score -269733.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -269794.625000 Penalty: 3874.337158
	Iteration 4Q: 3 clusters Score -269794.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -269837.406250 Penalty: 3874.337158
	Iteration 5Q: 3 clusters Score -269837.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -269883.062500 Penalty: 3874.337158
	Iteration 6Q: 3 clusters Score -269883.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269930.093750 Penalty: 3874.337158
	Iteration 7Q: 3 clusters Score -269930.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -269985.375000 Penalty: 3874.337158
	Iteration 8Q: 3 clusters Score -269985.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -270051.906250 Penalty: 3874.337158
	Iteration 9Q: 3 clusters Score -270051.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -270113.875000 Penalty: 3874.337158
	Iteration 10Q: 3 clusters Score -270113.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -270156.000000 Penalty: 3874.337158
	Iteration 11Q: 3 clusters Score -270156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -270203.281250 Penalty: 3874.337158
	Iteration 12Q: 3 clusters Score -270203.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -270241.718750 Penalty: 3874.337158
	Iteration 13Q: 3 clusters Score -270241.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -270270.468750 Penalty: 3874.337158
	Iteration 14Q: 3 clusters Score -270270.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -270304.343750 Penalty: 3874.337158
	Iteration 15Q: 3 clusters Score -270304.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -270334.406250 Penalty: 3874.337158
	Iteration 16Q: 3 clusters Score -270334.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -270354.968750 Penalty: 3874.337158
	Iteration 17Q: 3 clusters Score -270355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -270373.250000 Penalty: 3874.337158
	Iteration 18Q: 3 clusters Score -270373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -270390.218750 Penalty: 3874.337158
	Iteration 19Q: 3 clusters Score -270390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -270402.156250 Penalty: 3874.337158
	Iteration 20F: 3 clusters Score -270402.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -270415.593750 Penalty: 3874.337158
	Iteration 21Q: 3 clusters Score -270415.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -270428.312500 Penalty: 3874.337158
	Iteration 22Q: 3 clusters Score -270428.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -270443.500000 Penalty: 3874.337158
	Iteration 23Q: 3 clusters Score -270443.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -270453.875000 Penalty: 3874.337158
	Iteration 24Q: 3 clusters Score -270453.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -270459.218750 Penalty: 3874.337158
	Iteration 25Q: 3 clusters Score -270459.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -270466.125000 Penalty: 3874.337158
	Iteration 26Q: 3 clusters Score -270466.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -270473.375000 Penalty: 3874.337158
	Iteration 27Q: 3 clusters Score -270473.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -270476.593750 Penalty: 3874.337158
	Iteration 28Q: 3 clusters Score -270476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -270479.062500 Penalty: 3874.337158
	Iteration 29Q: 3 clusters Score -270479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -270479.281250 Penalty: 3874.337158
	Iteration 30Q: 3 clusters Score -270479.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -270479.281250 Penalty: 3874.337158
	Iteration 31F: 3 clusters Score -270479.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Entering Unmasked Estep 
Score: -1530503.625000 Penalty: 2368.387695
	Iteration 0F: 2 clusters Score -1530504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1520285.750000 Penalty: 4736.775391
	Iteration 0F: 3 clusters Score -1520286 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1523790.125000 Penalty: 4736.775391
	Iteration 1F: 3 clusters Score -1523790 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1524345.500000 Penalty: 4736.775391
	Iteration 2F: 3 clusters Score -1524346 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1524775.750000 Penalty: 4736.775391
	Iteration 3F: 3 clusters Score -1524776 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1525209.000000 Penalty: 4736.775391
	Iteration 4F: 3 clusters Score -1525209 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1525656.000000 Penalty: 4736.775391
	Iteration 5F: 3 clusters Score -1525656 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1526096.875000 Penalty: 4736.775391
	Iteration 6F: 3 clusters Score -1526097 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1526484.250000 Penalty: 4736.775391
	Iteration 7Q: 3 clusters Score -1526484 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1526866.500000 Penalty: 4736.775391
	Iteration 8Q: 3 clusters Score -1526866 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1527268.250000 Penalty: 4736.775391
	Iteration 9Q: 3 clusters Score -1527268 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1527679.875000 Penalty: 4736.775391
	Iteration 10Q: 3 clusters Score -1527680 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1528055.000000 Penalty: 4736.775391
	Iteration 11Q: 3 clusters Score -1528055 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1528345.500000 Penalty: 4736.775391
	Iteration 12Q: 3 clusters Score -1528346 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1528566.875000 Penalty: 4736.775391
	Iteration 13Q: 3 clusters Score -1528567 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1528705.000000 Penalty: 4736.775391
	Iteration 14Q: 3 clusters Score -1528705 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1528796.500000 Penalty: 4736.775391
	Iteration 15Q: 3 clusters Score -1528796 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1528845.750000 Penalty: 4736.775391
	Iteration 16Q: 3 clusters Score -1528846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1528887.750000 Penalty: 4736.775391
	Iteration 17Q: 3 clusters Score -1528888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1528909.500000 Penalty: 4736.775391
	Iteration 18Q: 3 clusters Score -1528910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1528925.500000 Penalty: 4736.775391
	Iteration 19Q: 3 clusters Score -1528926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1528943.375000 Penalty: 4736.775391
	Iteration 20F: 3 clusters Score -1528943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1528955.625000 Penalty: 4736.775391
	Iteration 21Q: 3 clusters Score -1528956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1528959.000000 Penalty: 4736.775391
	Iteration 22Q: 3 clusters Score -1528959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1528971.750000 Penalty: 4736.775391
	Iteration 23Q: 3 clusters Score -1528972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1528970.625000 Penalty: 4736.775391
	Iteration 24Q: 3 clusters Score -1528971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1528974.000000 Penalty: 4736.775391
	Iteration 25Q: 3 clusters Score -1528974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1528979.625000 Penalty: 4736.775391
	Iteration 26Q: 3 clusters Score -1528980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1528986.500000 Penalty: 4736.775391
	Iteration 27Q: 3 clusters Score -1528986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1528986.750000 Penalty: 4736.775391
	Iteration 28Q: 3 clusters Score -1528987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1528991.625000 Penalty: 4736.775391
	Iteration 29Q: 3 clusters Score -1528992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1528995.250000 Penalty: 4736.775391
	Iteration 30Q: 3 clusters Score -1528995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1529000.000000 Penalty: 4736.775391
	Iteration 31Q: 3 clusters Score -1529000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1529000.250000 Penalty: 4736.775391
	Iteration 32Q: 3 clusters Score -1529000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1529001.875000 Penalty: 4736.775391
	Iteration 33Q: 3 clusters Score -1529002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1529003.500000 Penalty: 4736.775391
	Iteration 34Q: 3 clusters Score -1529004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1529003.375000 Penalty: 4736.775391
	Iteration 35Q: 3 clusters Score -1529003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1529005.375000 Penalty: 4736.775391
	Iteration 36Q: 3 clusters Score -1529005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1529006.625000 Penalty: 4736.775391
	Iteration 37Q: 3 clusters Score -1529007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1529013.875000 Penalty: 4736.775391
	Iteration 38Q: 3 clusters Score -1529014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1529012.875000 Penalty: 4736.775391
	Iteration 39Q: 3 clusters Score -1529013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1529016.000000 Penalty: 4736.775391
	Iteration 40F: 3 clusters Score -1529016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1529016.500000 Penalty: 4736.775391
	Iteration 41Q: 3 clusters Score -1529016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1529019.375000 Penalty: 4736.775391
	Iteration 42Q: 3 clusters Score -1529019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1529017.375000 Penalty: 4736.775391
	Iteration 43Q: 3 clusters Score -1529017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1529018.000000 Penalty: 4736.775391
	Iteration 44Q: 3 clusters Score -1529018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1529016.750000 Penalty: 4736.775391
	Iteration 45Q: 3 clusters Score -1529017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1529019.250000 Penalty: 4736.775391
	Iteration 46Q: 3 clusters Score -1529019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1529022.625000 Penalty: 4736.775391
	Iteration 47Q: 3 clusters Score -1529023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1529024.000000 Penalty: 4736.775391
	Iteration 48Q: 3 clusters Score -1529024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1529023.875000 Penalty: 4736.775391
	Iteration 49Q: 3 clusters Score -1529024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1529024.625000 Penalty: 4736.775391
	Iteration 50Q: 3 clusters Score -1529025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1529024.875000 Penalty: 4736.775391
	Iteration 51Q: 3 clusters Score -1529025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1529026.125000 Penalty: 4736.775391
	Iteration 52Q: 3 clusters Score -1529026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1529029.250000 Penalty: 4736.775391
	Iteration 53Q: 3 clusters Score -1529029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1529028.000000 Penalty: 4736.775391
	Iteration 54Q: 3 clusters Score -1529028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1529028.750000 Penalty: 4736.775391
	Iteration 55Q: 3 clusters Score -1529029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1529029.500000 Penalty: 4736.775391
	Iteration 56Q: 3 clusters Score -1529030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1529031.000000 Penalty: 4736.775391
	Iteration 57Q: 3 clusters Score -1529031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1529029.500000 Penalty: 4736.775391
	Iteration 58Q: 3 clusters Score -1529030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1529030.500000 Penalty: 4736.775391
	Iteration 59Q: 3 clusters Score -1529030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1529031.750000 Penalty: 4736.775391
	Iteration 60F: 3 clusters Score -1529032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1529033.750000 Penalty: 4736.775391
	Iteration 61Q: 3 clusters Score -1529034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1529033.500000 Penalty: 4736.775391
	Iteration 62Q: 3 clusters Score -1529034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1529033.500000 Penalty: 4736.775391
	Iteration 63F: 3 clusters Score -1529034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -641773.562500 Penalty: 2133.043701
	Iteration 0F: 2 clusters Score -641773.6 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 2716 members 
Entering Unmasked Estep 
Score: -637009.750000 Penalty: 4266.087402
	Iteration 0F: 3 clusters Score -637009.8 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -638165.000000 Penalty: 4266.087402
	Iteration 1F: 3 clusters Score -638165 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -638409.562500 Penalty: 4266.087402
	Iteration 2F: 3 clusters Score -638409.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -638575.125000 Penalty: 4266.087402
	Iteration 3F: 3 clusters Score -638575.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -638706.500000 Penalty: 4266.087402
	Iteration 4Q: 3 clusters Score -638706.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -638797.625000 Penalty: 4266.087402
	Iteration 5Q: 3 clusters Score -638797.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -638876.625000 Penalty: 4266.087402
	Iteration 6Q: 3 clusters Score -638876.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -638956.625000 Penalty: 4266.087402
	Iteration 7Q: 3 clusters Score -638956.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -639029.937500 Penalty: 4266.087402
	Iteration 8Q: 3 clusters Score -639029.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -639104.062500 Penalty: 4266.087402
	Iteration 9Q: 3 clusters Score -639104.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -639212.562500 Penalty: 4266.087402
	Iteration 10Q: 3 clusters Score -639212.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -639344.250000 Penalty: 4266.087402
	Iteration 11Q: 3 clusters Score -639344.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -639496.875000 Penalty: 4266.087402
	Iteration 12Q: 3 clusters Score -639496.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -639672.000000 Penalty: 4266.087402
	Iteration 13Q: 3 clusters Score -639672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -639861.062500 Penalty: 4266.087402
	Iteration 14Q: 3 clusters Score -639861.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -640086.687500 Penalty: 4266.087402
	Iteration 15Q: 3 clusters Score -640086.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -640328.187500 Penalty: 4266.087402
	Iteration 16Q: 3 clusters Score -640328.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -640538.250000 Penalty: 4266.087402
	Iteration 17Q: 3 clusters Score -640538.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -640679.750000 Penalty: 4266.087402
	Iteration 18Q: 3 clusters Score -640679.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -640778.687500 Penalty: 4266.087402
	Iteration 19Q: 3 clusters Score -640778.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -640857.562500 Penalty: 4266.087402
	Iteration 20F: 3 clusters Score -640857.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -640931.750000 Penalty: 4266.087402
	Iteration 21Q: 3 clusters Score -640931.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -641001.437500 Penalty: 4266.087402
	Iteration 22Q: 3 clusters Score -641001.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -641043.125000 Penalty: 4266.087402
	Iteration 23Q: 3 clusters Score -641043.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -641079.250000 Penalty: 4266.087402
	Iteration 24Q: 3 clusters Score -641079.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -641102.937500 Penalty: 4266.087402
	Iteration 25Q: 3 clusters Score -641102.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -641118.937500 Penalty: 4266.087402
	Iteration 26Q: 3 clusters Score -641118.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -641127.250000 Penalty: 4266.087402
	Iteration 27Q: 3 clusters Score -641127.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -641132.875000 Penalty: 4266.087402
	Iteration 28Q: 3 clusters Score -641132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -641135.062500 Penalty: 4266.087402
	Iteration 29Q: 3 clusters Score -641135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -641137.812500 Penalty: 4266.087402
	Iteration 30Q: 3 clusters Score -641137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -641139.812500 Penalty: 4266.087402
	Iteration 31Q: 3 clusters Score -641139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -641140.812500 Penalty: 4266.087402
	Iteration 32Q: 3 clusters Score -641140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -641141.312500 Penalty: 4266.087402
	Iteration 33Q: 3 clusters Score -641141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -641141.312500 Penalty: 4266.087402
	Iteration 34F: 3 clusters Score -641141.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -996908.937500 Penalty: 2291.855713
	Iteration 0F: 2 clusters Score -996908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -989055.687500 Penalty: 4583.711426
	Iteration 0F: 3 clusters Score -989055.7 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -991492.812500 Penalty: 4583.711426
	Iteration 1F: 3 clusters Score -991492.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -991920.812500 Penalty: 4583.711426
	Iteration 2F: 3 clusters Score -991920.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -992293.312500 Penalty: 4583.711426
	Iteration 3F: 3 clusters Score -992293.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -992639.625000 Penalty: 4583.711426
	Iteration 4F: 3 clusters Score -992639.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -992928.375000 Penalty: 4583.711426
	Iteration 5Q: 3 clusters Score -992928.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -993192.062500 Penalty: 4583.711426
	Iteration 6Q: 3 clusters Score -993192.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -993438.125000 Penalty: 4583.711426
	Iteration 7Q: 3 clusters Score -993438.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -993642.062500 Penalty: 4583.711426
	Iteration 8Q: 3 clusters Score -993642.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -993800.250000 Penalty: 4583.711426
	Iteration 9Q: 3 clusters Score -993800.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -993945.125000 Penalty: 4583.711426
	Iteration 10Q: 3 clusters Score -993945.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -994069.125000 Penalty: 4583.711426
	Iteration 11Q: 3 clusters Score -994069.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -994188.437500 Penalty: 4583.711426
	Iteration 12Q: 3 clusters Score -994188.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -994284.125000 Penalty: 4583.711426
	Iteration 13Q: 3 clusters Score -994284.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -994369.875000 Penalty: 4583.711426
	Iteration 14Q: 3 clusters Score -994369.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -994426.375000 Penalty: 4583.711426
	Iteration 15Q: 3 clusters Score -994426.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -994465.187500 Penalty: 4583.711426
	Iteration 16Q: 3 clusters Score -994465.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -994491.312500 Penalty: 4583.711426
	Iteration 17Q: 3 clusters Score -994491.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -994507.312500 Penalty: 4583.711426
	Iteration 18Q: 3 clusters Score -994507.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -994520.250000 Penalty: 4583.711426
	Iteration 19Q: 3 clusters Score -994520.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -994533.312500 Penalty: 4583.711426
	Iteration 20F: 3 clusters Score -994533.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -994549.250000 Penalty: 4583.711426
	Iteration 21Q: 3 clusters Score -994549.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -994560.750000 Penalty: 4583.711426
	Iteration 22Q: 3 clusters Score -994560.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -994573.937500 Penalty: 4583.711426
	Iteration 23Q: 3 clusters Score -994573.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -994583.500000 Penalty: 4583.711426
	Iteration 24Q: 3 clusters Score -994583.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -994591.000000 Penalty: 4583.711426
	Iteration 25Q: 3 clusters Score -994591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -994597.812500 Penalty: 4583.711426
	Iteration 26Q: 3 clusters Score -994597.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -994602.812500 Penalty: 4583.711426
	Iteration 27Q: 3 clusters Score -994602.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -994613.375000 Penalty: 4583.711426
	Iteration 28Q: 3 clusters Score -994613.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -994624.437500 Penalty: 4583.711426
	Iteration 29Q: 3 clusters Score -994624.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -994637.625000 Penalty: 4583.711426
	Iteration 30Q: 3 clusters Score -994637.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -994649.875000 Penalty: 4583.711426
	Iteration 31Q: 3 clusters Score -994649.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -994671.187500 Penalty: 4583.711426
	Iteration 32Q: 3 clusters Score -994671.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -994692.937500 Penalty: 4583.711426
	Iteration 33Q: 3 clusters Score -994692.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -994714.250000 Penalty: 4583.711426
	Iteration 34Q: 3 clusters Score -994714.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -994727.437500 Penalty: 4583.711426
	Iteration 35Q: 3 clusters Score -994727.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -994740.062500 Penalty: 4583.711426
	Iteration 36Q: 3 clusters Score -994740.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -994750.312500 Penalty: 4583.711426
	Iteration 37Q: 3 clusters Score -994750.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -994757.000000 Penalty: 4583.711426
	Iteration 38Q: 3 clusters Score -994757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -994759.500000 Penalty: 4583.711426
	Iteration 39Q: 3 clusters Score -994759.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -994761.062500 Penalty: 4583.711426
	Iteration 40F: 3 clusters Score -994761.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -994764.437500 Penalty: 4583.711426
	Iteration 41Q: 3 clusters Score -994764.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -994767.625000 Penalty: 4583.711426
	Iteration 42Q: 3 clusters Score -994767.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -994769.000000 Penalty: 4583.711426
	Iteration 43Q: 3 clusters Score -994769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -994771.750000 Penalty: 4583.711426
	Iteration 44Q: 3 clusters Score -994771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -994777.312500 Penalty: 4583.711426
	Iteration 45Q: 3 clusters Score -994777.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -994778.625000 Penalty: 4583.711426
	Iteration 46Q: 3 clusters Score -994778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -994776.437500 Penalty: 4583.711426
	Iteration 47Q: 3 clusters Score -994776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -994777.750000 Penalty: 4583.711426
	Iteration 48Q: 3 clusters Score -994777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -994778.750000 Penalty: 4583.711426
	Iteration 49Q: 3 clusters Score -994778.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -994779.812500 Penalty: 4583.711426
	Iteration 50Q: 3 clusters Score -994779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -994780.437500 Penalty: 4583.711426
	Iteration 51Q: 3 clusters Score -994780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -994781.125000 Penalty: 4583.711426
	Iteration 52Q: 3 clusters Score -994781.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -994782.437500 Penalty: 4583.711426
	Iteration 53Q: 3 clusters Score -994782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -994785.625000 Penalty: 4583.711426
	Iteration 54Q: 3 clusters Score -994785.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -994786.750000 Penalty: 4583.711426
	Iteration 55Q: 3 clusters Score -994786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -994786.062500 Penalty: 4583.711426
	Iteration 56Q: 3 clusters Score -994786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -994785.000000 Penalty: 4583.711426
	Iteration 57Q: 3 clusters Score -994785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -994788.000000 Penalty: 4583.711426
	Iteration 58Q: 3 clusters Score -994788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -994788.375000 Penalty: 4583.711426
	Iteration 59Q: 3 clusters Score -994788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -994788.375000 Penalty: 4583.711426
	Iteration 60F: 3 clusters Score -994788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -994788.125000 Penalty: 4583.711426
	Iteration 61Q: 3 clusters Score -994788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -994788.125000 Penalty: 4583.711426
	Iteration 62F: 3 clusters Score -994788.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Entering Unmasked Estep 
Score: -1193433.000000 Penalty: 2309.687988
	Iteration 0F: 2 clusters Score -1193433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1185022.250000 Penalty: 4619.375977
	Iteration 0F: 3 clusters Score -1185022 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1187873.750000 Penalty: 4619.375977
	Iteration 1F: 3 clusters Score -1187874 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1188432.250000 Penalty: 4619.375977
	Iteration 2F: 3 clusters Score -1188432 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1188857.625000 Penalty: 4619.375977
	Iteration 3F: 3 clusters Score -1188858 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1189252.500000 Penalty: 4619.375977
	Iteration 4F: 3 clusters Score -1189252 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1189588.500000 Penalty: 4619.375977
	Iteration 5F: 3 clusters Score -1189588 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1189884.625000 Penalty: 4619.375977
	Iteration 6Q: 3 clusters Score -1189885 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1190158.375000 Penalty: 4619.375977
	Iteration 7Q: 3 clusters Score -1190158 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1190397.750000 Penalty: 4619.375977
	Iteration 8Q: 3 clusters Score -1190398 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1190637.875000 Penalty: 4619.375977
	Iteration 9Q: 3 clusters Score -1190638 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1190900.625000 Penalty: 4619.375977
	Iteration 10Q: 3 clusters Score -1190901 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1191164.375000 Penalty: 4619.375977
	Iteration 11Q: 3 clusters Score -1191164 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1191397.250000 Penalty: 4619.375977
	Iteration 12Q: 3 clusters Score -1191397 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1191619.000000 Penalty: 4619.375977
	Iteration 13Q: 3 clusters Score -1191619 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1191812.500000 Penalty: 4619.375977
	Iteration 14Q: 3 clusters Score -1191812 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1191948.000000 Penalty: 4619.375977
	Iteration 15Q: 3 clusters Score -1191948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1192062.000000 Penalty: 4619.375977
	Iteration 16Q: 3 clusters Score -1192062 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1192174.625000 Penalty: 4619.375977
	Iteration 17Q: 3 clusters Score -1192175 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1192251.250000 Penalty: 4619.375977
	Iteration 18Q: 3 clusters Score -1192251 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1192318.625000 Penalty: 4619.375977
	Iteration 19Q: 3 clusters Score -1192319 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1192369.625000 Penalty: 4619.375977
	Iteration 20F: 3 clusters Score -1192370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1192438.375000 Penalty: 4619.375977
	Iteration 21Q: 3 clusters Score -1192438 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1192511.875000 Penalty: 4619.375977
	Iteration 22Q: 3 clusters Score -1192512 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1192594.750000 Penalty: 4619.375977
	Iteration 23Q: 3 clusters Score -1192595 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1192687.875000 Penalty: 4619.375977
	Iteration 24Q: 3 clusters Score -1192688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1192768.375000 Penalty: 4619.375977
	Iteration 25Q: 3 clusters Score -1192768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1192833.750000 Penalty: 4619.375977
	Iteration 26Q: 3 clusters Score -1192834 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1192881.125000 Penalty: 4619.375977
	Iteration 27Q: 3 clusters Score -1192881 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1192917.875000 Penalty: 4619.375977
	Iteration 28Q: 3 clusters Score -1192918 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1192941.750000 Penalty: 4619.375977
	Iteration 29Q: 3 clusters Score -1192942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1192959.625000 Penalty: 4619.375977
	Iteration 30Q: 3 clusters Score -1192960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1192970.000000 Penalty: 4619.375977
	Iteration 31Q: 3 clusters Score -1192970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1192980.125000 Penalty: 4619.375977
	Iteration 32Q: 3 clusters Score -1192980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1192987.000000 Penalty: 4619.375977
	Iteration 33Q: 3 clusters Score -1192987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1192994.375000 Penalty: 4619.375977
	Iteration 34Q: 3 clusters Score -1192994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1192998.250000 Penalty: 4619.375977
	Iteration 35Q: 3 clusters Score -1192998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1193009.125000 Penalty: 4619.375977
	Iteration 36Q: 3 clusters Score -1193009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1193012.500000 Penalty: 4619.375977
	Iteration 37Q: 3 clusters Score -1193012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1193016.375000 Penalty: 4619.375977
	Iteration 38Q: 3 clusters Score -1193016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1193021.500000 Penalty: 4619.375977
	Iteration 39Q: 3 clusters Score -1193022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1193030.000000 Penalty: 4619.375977
	Iteration 40F: 3 clusters Score -1193030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1193042.125000 Penalty: 4619.375977
	Iteration 41Q: 3 clusters Score -1193042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1193050.250000 Penalty: 4619.375977
	Iteration 42Q: 3 clusters Score -1193050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1193058.750000 Penalty: 4619.375977
	Iteration 43Q: 3 clusters Score -1193059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1193066.375000 Penalty: 4619.375977
	Iteration 44Q: 3 clusters Score -1193066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1193072.125000 Penalty: 4619.375977
	Iteration 45Q: 3 clusters Score -1193072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1193084.750000 Penalty: 4619.375977
	Iteration 46Q: 3 clusters Score -1193085 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1193096.500000 Penalty: 4619.375977
	Iteration 47Q: 3 clusters Score -1193096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1193106.750000 Penalty: 4619.375977
	Iteration 48Q: 3 clusters Score -1193107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1193111.750000 Penalty: 4619.375977
	Iteration 49Q: 3 clusters Score -1193112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1193113.500000 Penalty: 4619.375977
	Iteration 50Q: 3 clusters Score -1193114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1193121.875000 Penalty: 4619.375977
	Iteration 51Q: 3 clusters Score -1193122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1193124.000000 Penalty: 4619.375977
	Iteration 52Q: 3 clusters Score -1193124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1193124.500000 Penalty: 4619.375977
	Iteration 53Q: 3 clusters Score -1193124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1193127.625000 Penalty: 4619.375977
	Iteration 54Q: 3 clusters Score -1193128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1193128.000000 Penalty: 4619.375977
	Iteration 55Q: 3 clusters Score -1193128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1193129.000000 Penalty: 4619.375977
	Iteration 56Q: 3 clusters Score -1193129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1193132.000000 Penalty: 4619.375977
	Iteration 57Q: 3 clusters Score -1193132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1193129.875000 Penalty: 4619.375977
	Iteration 58Q: 3 clusters Score -1193130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1193129.250000 Penalty: 4619.375977
	Iteration 59Q: 3 clusters Score -1193129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1193128.250000 Penalty: 4619.375977
	Iteration 60F: 3 clusters Score -1193128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1193131.000000 Penalty: 4619.375977
	Iteration 61Q: 3 clusters Score -1193131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1193129.875000 Penalty: 4619.375977
	Iteration 62Q: 3 clusters Score -1193130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1193129.250000 Penalty: 4619.375977
	Iteration 63Q: 3 clusters Score -1193129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1193129.000000 Penalty: 4619.375977
	Iteration 64Q: 3 clusters Score -1193129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1193129.500000 Penalty: 4619.375977
	Iteration 65Q: 3 clusters Score -1193130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1193133.625000 Penalty: 4619.375977
	Iteration 66Q: 3 clusters Score -1193134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1193136.375000 Penalty: 4619.375977
	Iteration 67Q: 3 clusters Score -1193136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1193137.625000 Penalty: 4619.375977
	Iteration 68Q: 3 clusters Score -1193138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1193139.500000 Penalty: 4619.375977
	Iteration 69Q: 3 clusters Score -1193140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1193141.625000 Penalty: 4619.375977
	Iteration 70Q: 3 clusters Score -1193142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1193142.250000 Penalty: 4619.375977
	Iteration 71Q: 3 clusters Score -1193142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1193142.375000 Penalty: 4619.375977
	Iteration 72Q: 3 clusters Score -1193142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1193142.125000 Penalty: 4619.375977
	Iteration 73Q: 3 clusters Score -1193142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1193142.625000 Penalty: 4619.375977
	Iteration 74Q: 3 clusters Score -1193143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1193143.125000 Penalty: 4619.375977
	Iteration 75Q: 3 clusters Score -1193143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1193143.000000 Penalty: 4619.375977
	Iteration 76Q: 3 clusters Score -1193143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1193145.000000 Penalty: 4619.375977
	Iteration 77Q: 3 clusters Score -1193145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1193145.000000 Penalty: 4619.375977
	Iteration 78F: 3 clusters Score -1193145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Entering Unmasked Estep 
Score: -3184196.250000 Penalty: 2527.404053
	Iteration 0F: 2 clusters Score -3184196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -3165934.250000 Penalty: 5054.808105
	Iteration 0F: 3 clusters Score -3165934 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3172868.000000 Penalty: 5054.808105
	Iteration 1F: 3 clusters Score -3172868 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3173563.000000 Penalty: 5054.808105
	Iteration 2F: 3 clusters Score -3173563 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3174119.000000 Penalty: 5054.808105
	Iteration 3F: 3 clusters Score -3174119 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3174645.750000 Penalty: 5054.808105
	Iteration 4Q: 3 clusters Score -3174646 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3175155.500000 Penalty: 5054.808105
	Iteration 5Q: 3 clusters Score -3175156 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3175703.250000 Penalty: 5054.808105
	Iteration 6Q: 3 clusters Score -3175703 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -3176205.500000 Penalty: 5054.808105
	Iteration 7Q: 3 clusters Score -3176206 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3176689.250000 Penalty: 5054.808105
	Iteration 8Q: 3 clusters Score -3176689 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3177150.500000 Penalty: 5054.808105
	Iteration 9Q: 3 clusters Score -3177150 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3177562.250000 Penalty: 5054.808105
	Iteration 10Q: 3 clusters Score -3177562 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -3177877.750000 Penalty: 5054.808105
	Iteration 11Q: 3 clusters Score -3177878 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3178178.750000 Penalty: 5054.808105
	Iteration 12Q: 3 clusters Score -3178179 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3178470.500000 Penalty: 5054.808105
	Iteration 13Q: 3 clusters Score -3178470 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3178758.250000 Penalty: 5054.808105
	Iteration 14Q: 3 clusters Score -3178758 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3179041.250000 Penalty: 5054.808105
	Iteration 15Q: 3 clusters Score -3179041 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3179359.750000 Penalty: 5054.808105
	Iteration 16Q: 3 clusters Score -3179360 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3179697.250000 Penalty: 5054.808105
	Iteration 17Q: 3 clusters Score -3179697 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3180082.500000 Penalty: 5054.808105
	Iteration 18Q: 3 clusters Score -3180082 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3180477.500000 Penalty: 5054.808105
	Iteration 19Q: 3 clusters Score -3180478 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3180821.750000 Penalty: 5054.808105
	Iteration 20F: 3 clusters Score -3180822 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3181163.250000 Penalty: 5054.808105
	Iteration 21Q: 3 clusters Score -3181163 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3181545.750000 Penalty: 5054.808105
	Iteration 22Q: 3 clusters Score -3181546 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3181948.500000 Penalty: 5054.808105
	Iteration 23Q: 3 clusters Score -3181948 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3182392.500000 Penalty: 5054.808105
	Iteration 24Q: 3 clusters Score -3182392 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3182809.000000 Penalty: 5054.808105
	Iteration 25Q: 3 clusters Score -3182809 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3183124.250000 Penalty: 5054.808105
	Iteration 26Q: 3 clusters Score -3183124 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3183321.250000 Penalty: 5054.808105
	Iteration 27Q: 3 clusters Score -3183321 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3183440.250000 Penalty: 5054.808105
	Iteration 28Q: 3 clusters Score -3183440 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3183506.000000 Penalty: 5054.808105
	Iteration 29Q: 3 clusters Score -3183506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3183541.000000 Penalty: 5054.808105
	Iteration 30Q: 3 clusters Score -3183541 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3183584.250000 Penalty: 5054.808105
	Iteration 31Q: 3 clusters Score -3183584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -3183609.500000 Penalty: 5054.808105
	Iteration 32Q: 3 clusters Score -3183610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3183631.250000 Penalty: 5054.808105
	Iteration 33Q: 3 clusters Score -3183631 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3183635.500000 Penalty: 5054.808105
	Iteration 34Q: 3 clusters Score -3183636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3183660.000000 Penalty: 5054.808105
	Iteration 35Q: 3 clusters Score -3183660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3183674.000000 Penalty: 5054.808105
	Iteration 36Q: 3 clusters Score -3183674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3183675.000000 Penalty: 5054.808105
	Iteration 37Q: 3 clusters Score -3183675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3183676.500000 Penalty: 5054.808105
	Iteration 38Q: 3 clusters Score -3183676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3183682.000000 Penalty: 5054.808105
	Iteration 39Q: 3 clusters Score -3183682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3183693.000000 Penalty: 5054.808105
	Iteration 40F: 3 clusters Score -3183693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3183699.250000 Penalty: 5054.808105
	Iteration 41Q: 3 clusters Score -3183699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3183699.500000 Penalty: 5054.808105
	Iteration 42Q: 3 clusters Score -3183700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3183707.000000 Penalty: 5054.808105
	Iteration 43Q: 3 clusters Score -3183707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3183717.500000 Penalty: 5054.808105
	Iteration 44Q: 3 clusters Score -3183718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3183721.750000 Penalty: 5054.808105
	Iteration 45Q: 3 clusters Score -3183722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3183722.250000 Penalty: 5054.808105
	Iteration 46Q: 3 clusters Score -3183722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3183716.750000 Penalty: 5054.808105
	Iteration 47Q: 3 clusters Score -3183717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3183714.250000 Penalty: 5054.808105
	Iteration 48Q: 3 clusters Score -3183714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3183712.750000 Penalty: 5054.808105
	Iteration 49Q: 3 clusters Score -3183713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3183715.250000 Penalty: 5054.808105
	Iteration 50Q: 3 clusters Score -3183715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3183718.750000 Penalty: 5054.808105
	Iteration 51Q: 3 clusters Score -3183719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3183717.250000 Penalty: 5054.808105
	Iteration 52Q: 3 clusters Score -3183717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3183718.250000 Penalty: 5054.808105
	Iteration 53Q: 3 clusters Score -3183718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3183720.000000 Penalty: 5054.808105
	Iteration 54Q: 3 clusters Score -3183720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3183721.000000 Penalty: 5054.808105
	Iteration 55Q: 3 clusters Score -3183721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3183720.250000 Penalty: 5054.808105
	Iteration 56Q: 3 clusters Score -3183720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3183720.250000 Penalty: 5054.808105
	Iteration 57F: 3 clusters Score -3183720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Entering Unmasked Estep 
Score: -1800948.625000 Penalty: 2382.844482
	Iteration 0F: 2 clusters Score -1800949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1790150.000000 Penalty: 4765.688965
	Iteration 0F: 3 clusters Score -1790150 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1793675.125000 Penalty: 4765.688965
	Iteration 1F: 3 clusters Score -1793675 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1794330.125000 Penalty: 4765.688965
	Iteration 2F: 3 clusters Score -1794330 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1795058.375000 Penalty: 4765.688965
	Iteration 3F: 3 clusters Score -1795058 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1795669.000000 Penalty: 4765.688965
	Iteration 4F: 3 clusters Score -1795669 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1796144.750000 Penalty: 4765.688965
	Iteration 5F: 3 clusters Score -1796145 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1796491.625000 Penalty: 4765.688965
	Iteration 6Q: 3 clusters Score -1796492 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1796759.125000 Penalty: 4765.688965
	Iteration 7Q: 3 clusters Score -1796759 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1796971.000000 Penalty: 4765.688965
	Iteration 8Q: 3 clusters Score -1796971 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1797171.750000 Penalty: 4765.688965
	Iteration 9Q: 3 clusters Score -1797172 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1797380.250000 Penalty: 4765.688965
	Iteration 10Q: 3 clusters Score -1797380 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1797582.000000 Penalty: 4765.688965
	Iteration 11Q: 3 clusters Score -1797582 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1797820.500000 Penalty: 4765.688965
	Iteration 12Q: 3 clusters Score -1797820 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1798093.250000 Penalty: 4765.688965
	Iteration 13Q: 3 clusters Score -1798093 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1798410.375000 Penalty: 4765.688965
	Iteration 14Q: 3 clusters Score -1798410 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1798761.750000 Penalty: 4765.688965
	Iteration 15Q: 3 clusters Score -1798762 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1799087.375000 Penalty: 4765.688965
	Iteration 16Q: 3 clusters Score -1799087 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1799371.875000 Penalty: 4765.688965
	Iteration 17Q: 3 clusters Score -1799372 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1799617.125000 Penalty: 4765.688965
	Iteration 18Q: 3 clusters Score -1799617 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1799808.375000 Penalty: 4765.688965
	Iteration 19Q: 3 clusters Score -1799808 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1799934.625000 Penalty: 4765.688965
	Iteration 20F: 3 clusters Score -1799935 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1800019.500000 Penalty: 4765.688965
	Iteration 21Q: 3 clusters Score -1800020 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1800058.750000 Penalty: 4765.688965
	Iteration 22Q: 3 clusters Score -1800059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1800082.375000 Penalty: 4765.688965
	Iteration 23Q: 3 clusters Score -1800082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1800101.875000 Penalty: 4765.688965
	Iteration 24Q: 3 clusters Score -1800102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1800114.375000 Penalty: 4765.688965
	Iteration 25Q: 3 clusters Score -1800114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1800123.500000 Penalty: 4765.688965
	Iteration 26Q: 3 clusters Score -1800124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1800128.125000 Penalty: 4765.688965
	Iteration 27Q: 3 clusters Score -1800128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1800131.000000 Penalty: 4765.688965
	Iteration 28Q: 3 clusters Score -1800131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1800140.250000 Penalty: 4765.688965
	Iteration 29Q: 3 clusters Score -1800140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1800142.375000 Penalty: 4765.688965
	Iteration 30Q: 3 clusters Score -1800142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1800143.500000 Penalty: 4765.688965
	Iteration 31Q: 3 clusters Score -1800144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1800146.375000 Penalty: 4765.688965
	Iteration 32Q: 3 clusters Score -1800146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1800142.375000 Penalty: 4765.688965
	Iteration 33Q: 3 clusters Score -1800142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1800146.375000 Penalty: 4765.688965
	Iteration 34Q: 3 clusters Score -1800146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1800146.875000 Penalty: 4765.688965
	Iteration 35Q: 3 clusters Score -1800147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1800146.875000 Penalty: 4765.688965
	Iteration 36F: 3 clusters Score -1800147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Entering Unmasked Estep 
Score: -864390.875000 Penalty: 2203.177002
	Iteration 0F: 2 clusters Score -864390.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -858525.375000 Penalty: 4406.354004
	Iteration 0F: 3 clusters Score -858525.4 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -860172.687500 Penalty: 4406.354004
	Iteration 1F: 3 clusters Score -860172.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -860506.062500 Penalty: 4406.354004
	Iteration 2F: 3 clusters Score -860506.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -860793.375000 Penalty: 4406.354004
	Iteration 3F: 3 clusters Score -860793.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -861061.062500 Penalty: 4406.354004
	Iteration 4F: 3 clusters Score -861061.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -861377.750000 Penalty: 4406.354004
	Iteration 5F: 3 clusters Score -861377.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -861843.687500 Penalty: 4406.354004
	Iteration 6F: 3 clusters Score -861843.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -862599.312500 Penalty: 4406.354004
	Iteration 7F: 3 clusters Score -862599.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -863820.437500 Penalty: 4406.354004
	Iteration 8F: 3 clusters Score -863820.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -864562.250000 Penalty: 4406.354004
	Iteration 9F: 3 clusters Score -864562.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -864951.250000 Penalty: 4406.354004
	Iteration 10F: 3 clusters Score -864951.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -865281.125000 Penalty: 4406.354004
	Iteration 11Q: 3 clusters Score -865281.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -865681.062500 Penalty: 4406.354004
	Iteration 12Q: 3 clusters Score -865681.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -866230.812500 Penalty: 4406.354004
	Iteration 13Q: 3 clusters Score -866230.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -866744.750000 Penalty: 4406.354004
	Iteration 14Q: 3 clusters Score -866744.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -866910.125000 Penalty: 4406.354004
	Iteration 15Q: 3 clusters Score -866910.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -866947.562500 Penalty: 4406.354004
	Iteration 16Q: 3 clusters Score -866947.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -866954.375000 Penalty: 4406.354004
	Iteration 17Q: 3 clusters Score -866954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -866960.125000 Penalty: 4406.354004
	Iteration 18Q: 3 clusters Score -866960.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -866961.625000 Penalty: 4406.354004
	Iteration 19Q: 3 clusters Score -866961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -866961.625000 Penalty: 4406.354004
	Iteration 20F: 3 clusters Score -866961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38735 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 11539 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 14887 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 19287 members 
Mstep: Class 17 contains 18253 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 12710 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5049 members 
Entering Unmasked Estep 
Score: -35689264.000000 Penalty: 91193.664062
Splitting cluster 13 changes total score from -35687668.000000 to -35689264.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (11454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Entering Unmasked Estep 
Score: -1106477.625000 Penalty: 2317.831299
	Iteration 0F: 2 clusters Score -1106478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1097877.000000 Penalty: 4635.662598
	Iteration 0F: 3 clusters Score -1097877 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1100839.125000 Penalty: 4635.662598
	Iteration 1F: 3 clusters Score -1100839 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1101692.750000 Penalty: 4635.662598
	Iteration 2F: 3 clusters Score -1101693 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1102552.875000 Penalty: 4635.662598
	Iteration 3F: 3 clusters Score -1102553 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1103355.375000 Penalty: 4635.662598
	Iteration 4F: 3 clusters Score -1103355 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1103938.125000 Penalty: 4635.662598
	Iteration 5F: 3 clusters Score -1103938 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1104311.625000 Penalty: 4635.662598
	Iteration 6F: 3 clusters Score -1104312 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1104540.500000 Penalty: 4635.662598
	Iteration 7Q: 3 clusters Score -1104540 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1104691.125000 Penalty: 4635.662598
	Iteration 8Q: 3 clusters Score -1104691 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1104782.250000 Penalty: 4635.662598
	Iteration 9Q: 3 clusters Score -1104782 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1104839.750000 Penalty: 4635.662598
	Iteration 10Q: 3 clusters Score -1104840 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1104877.250000 Penalty: 4635.662598
	Iteration 11Q: 3 clusters Score -1104877 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1104912.625000 Penalty: 4635.662598
	Iteration 12Q: 3 clusters Score -1104913 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1104938.875000 Penalty: 4635.662598
	Iteration 13Q: 3 clusters Score -1104939 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1104959.750000 Penalty: 4635.662598
	Iteration 14Q: 3 clusters Score -1104960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1104976.375000 Penalty: 4635.662598
	Iteration 15Q: 3 clusters Score -1104976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1104989.625000 Penalty: 4635.662598
	Iteration 16Q: 3 clusters Score -1104990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1105008.125000 Penalty: 4635.662598
	Iteration 17Q: 3 clusters Score -1105008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1105031.750000 Penalty: 4635.662598
	Iteration 18Q: 3 clusters Score -1105032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1105048.500000 Penalty: 4635.662598
	Iteration 19Q: 3 clusters Score -1105048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1105061.375000 Penalty: 4635.662598
	Iteration 20F: 3 clusters Score -1105061 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1105078.000000 Penalty: 4635.662598
	Iteration 21Q: 3 clusters Score -1105078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1105086.000000 Penalty: 4635.662598
	Iteration 22Q: 3 clusters Score -1105086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1105098.125000 Penalty: 4635.662598
	Iteration 23Q: 3 clusters Score -1105098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1105109.375000 Penalty: 4635.662598
	Iteration 24Q: 3 clusters Score -1105109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1105118.125000 Penalty: 4635.662598
	Iteration 25Q: 3 clusters Score -1105118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1105123.125000 Penalty: 4635.662598
	Iteration 26Q: 3 clusters Score -1105123 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1105135.250000 Penalty: 4635.662598
	Iteration 27Q: 3 clusters Score -1105135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1105143.000000 Penalty: 4635.662598
	Iteration 28Q: 3 clusters Score -1105143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1105144.250000 Penalty: 4635.662598
	Iteration 29Q: 3 clusters Score -1105144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1105148.000000 Penalty: 4635.662598
	Iteration 30Q: 3 clusters Score -1105148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1105153.250000 Penalty: 4635.662598
	Iteration 31Q: 3 clusters Score -1105153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1105162.250000 Penalty: 4635.662598
	Iteration 32Q: 3 clusters Score -1105162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1105167.375000 Penalty: 4635.662598
	Iteration 33Q: 3 clusters Score -1105167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1105170.750000 Penalty: 4635.662598
	Iteration 34Q: 3 clusters Score -1105171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1105177.125000 Penalty: 4635.662598
	Iteration 35Q: 3 clusters Score -1105177 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1105179.875000 Penalty: 4635.662598
	Iteration 36Q: 3 clusters Score -1105180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1105187.125000 Penalty: 4635.662598
	Iteration 37Q: 3 clusters Score -1105187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1105190.000000 Penalty: 4635.662598
	Iteration 38Q: 3 clusters Score -1105190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1105190.500000 Penalty: 4635.662598
	Iteration 39Q: 3 clusters Score -1105190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1105196.875000 Penalty: 4635.662598
	Iteration 40F: 3 clusters Score -1105197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1105202.750000 Penalty: 4635.662598
	Iteration 41Q: 3 clusters Score -1105203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1105213.500000 Penalty: 4635.662598
	Iteration 42Q: 3 clusters Score -1105214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1105218.000000 Penalty: 4635.662598
	Iteration 43Q: 3 clusters Score -1105218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1105226.500000 Penalty: 4635.662598
	Iteration 44Q: 3 clusters Score -1105226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1105233.375000 Penalty: 4635.662598
	Iteration 45Q: 3 clusters Score -1105233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1105235.250000 Penalty: 4635.662598
	Iteration 46Q: 3 clusters Score -1105235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1105236.625000 Penalty: 4635.662598
	Iteration 47Q: 3 clusters Score -1105237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1105239.250000 Penalty: 4635.662598
	Iteration 48Q: 3 clusters Score -1105239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1105238.750000 Penalty: 4635.662598
	Iteration 49Q: 3 clusters Score -1105239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1105240.125000 Penalty: 4635.662598
	Iteration 50Q: 3 clusters Score -1105240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1105242.500000 Penalty: 4635.662598
	Iteration 51Q: 3 clusters Score -1105242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1105245.250000 Penalty: 4635.662598
	Iteration 52Q: 3 clusters Score -1105245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1105245.000000 Penalty: 4635.662598
	Iteration 53Q: 3 clusters Score -1105245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1105247.125000 Penalty: 4635.662598
	Iteration 54Q: 3 clusters Score -1105247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1105253.750000 Penalty: 4635.662598
	Iteration 55Q: 3 clusters Score -1105254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1105250.875000 Penalty: 4635.662598
	Iteration 56Q: 3 clusters Score -1105251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1105254.500000 Penalty: 4635.662598
	Iteration 57Q: 3 clusters Score -1105254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1105254.250000 Penalty: 4635.662598
	Iteration 58Q: 3 clusters Score -1105254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1105258.875000 Penalty: 4635.662598
	Iteration 59Q: 3 clusters Score -1105259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1105258.375000 Penalty: 4635.662598
	Iteration 60F: 3 clusters Score -1105258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1105261.500000 Penalty: 4635.662598
	Iteration 61Q: 3 clusters Score -1105262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1105260.875000 Penalty: 4635.662598
	Iteration 62Q: 3 clusters Score -1105261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1105264.250000 Penalty: 4635.662598
	Iteration 63Q: 3 clusters Score -1105264 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1105264 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1105266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1105266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1105271 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1105275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1105275 nChanged 15
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Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1105276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1105284 nChanged 21
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Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1105284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1105287 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1105290 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1105289 nChanged 9
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Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1105291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1105295 nChanged 9
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Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1105298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1105301 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1105301 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1105300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1105304 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1105302 nChanged 7
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Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1105303 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1105305 nChanged 4
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Mstep: Class 1 contains 7721 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1105306 nChanged 5
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Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1105307 nChanged 3
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Mstep: Class 1 contains 7727 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1105307 nChanged 5
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Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1105305 nChanged 7
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Mstep: Class 1 contains 7731 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7740 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1105308 nChanged 9
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Mstep: Class 1 contains 7745 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1105311 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1105309 nChanged 6
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Mstep: Class 1 contains 7749 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1105310 nChanged 5
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Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1105314 nChanged 4
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Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1105310 nChanged 4
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Mstep: Class 1 contains 7762 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1105308 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1105312 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1105314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1105315 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1105314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1105317 nChanged 2
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Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1105316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1105315 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7769 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1105313 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7767 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1105313 nChanged 2
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Mstep: Class 1 contains 7767 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1105314 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1105314 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1105315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1105319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1105322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1105322 nChanged 10
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Mstep: Class 1 contains 7781 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1105323 nChanged 9
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1105326 nChanged 10
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1105327 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1105328 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7790 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1105329 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1105333 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1105338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1105339 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7837 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1105345 nChanged 29
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Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1105350 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1105356 nChanged 26
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Mstep: Class 1 contains 7867 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1105365 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1105370 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1105371 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1105380 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1105385 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1105392 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1105395 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7936 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1105401 nChanged 30
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Mstep: Class 1 contains 7960 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1105407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1105412 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1105414 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1105422 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1105425 nChanged 29
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Mstep: Class 1 contains 8015 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1105437 nChanged 35
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Mstep: Class 1 contains 8016 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1105444 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1105451 nChanged 37
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Mstep: Class 1 contains 8009 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1105460 nChanged 34
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Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1105470 nChanged 24
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1105474 nChanged 30
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	Iteration 143Q: 3 clusters Score -1105478 nChanged 23
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	Iteration 144Q: 3 clusters Score -1105483 nChanged 26
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	Iteration 145Q: 3 clusters Score -1105490 nChanged 26
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	Iteration 146Q: 3 clusters Score -1105494 nChanged 28
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	Iteration 147Q: 3 clusters Score -1105502 nChanged 29
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1105508 nChanged 24
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Mstep: Class 1 contains 7991 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1105514 nChanged 31
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1105518 nChanged 30
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	Iteration 151Q: 3 clusters Score -1105522 nChanged 22
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1105528 nChanged 18
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1105531 nChanged 20
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	Iteration 154Q: 3 clusters Score -1105536 nChanged 15
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	Iteration 155Q: 3 clusters Score -1105537 nChanged 16
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Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1105542.125000 Penalty: 4635.662598
	Iteration 156Q: 3 clusters Score -1105542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1105542.750000 Penalty: 4635.662598
	Iteration 157Q: 3 clusters Score -1105543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1105544.875000 Penalty: 4635.662598
	Iteration 158Q: 3 clusters Score -1105545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1105548.125000 Penalty: 4635.662598
	Iteration 159Q: 3 clusters Score -1105548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1105548.125000 Penalty: 4635.662598
	Iteration 160F: 3 clusters Score -1105548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1105552.000000 Penalty: 4635.662598
	Iteration 161Q: 3 clusters Score -1105552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1105554.375000 Penalty: 4635.662598
	Iteration 162Q: 3 clusters Score -1105554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1105555.000000 Penalty: 4635.662598
	Iteration 163Q: 3 clusters Score -1105555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1105557.750000 Penalty: 4635.662598
	Iteration 164Q: 3 clusters Score -1105558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1105558.250000 Penalty: 4635.662598
	Iteration 165Q: 3 clusters Score -1105558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1105560.750000 Penalty: 4635.662598
	Iteration 166Q: 3 clusters Score -1105561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1105564.875000 Penalty: 4635.662598
	Iteration 167Q: 3 clusters Score -1105565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1105565.250000 Penalty: 4635.662598
	Iteration 168Q: 3 clusters Score -1105565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1105563.750000 Penalty: 4635.662598
	Iteration 169Q: 3 clusters Score -1105564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1105565.500000 Penalty: 4635.662598
	Iteration 170Q: 3 clusters Score -1105566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1105564.000000 Penalty: 4635.662598
	Iteration 171Q: 3 clusters Score -1105564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1105564.625000 Penalty: 4635.662598
	Iteration 172Q: 3 clusters Score -1105565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1105566.625000 Penalty: 4635.662598
	Iteration 173Q: 3 clusters Score -1105567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1105565.750000 Penalty: 4635.662598
	Iteration 174Q: 3 clusters Score -1105566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1105568.375000 Penalty: 4635.662598
	Iteration 175Q: 3 clusters Score -1105568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1105566.875000 Penalty: 4635.662598
	Iteration 176Q: 3 clusters Score -1105567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1105570.000000 Penalty: 4635.662598
	Iteration 177Q: 3 clusters Score -1105570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1105572.500000 Penalty: 4635.662598
	Iteration 178Q: 3 clusters Score -1105572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1105570.875000 Penalty: 4635.662598
	Iteration 179Q: 3 clusters Score -1105571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1105572.250000 Penalty: 4635.662598
	Iteration 180F: 3 clusters Score -1105572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1105573.875000 Penalty: 4635.662598
	Iteration 181Q: 3 clusters Score -1105574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1105571.875000 Penalty: 4635.662598
	Iteration 182Q: 3 clusters Score -1105572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1105574.250000 Penalty: 4635.662598
	Iteration 183Q: 3 clusters Score -1105574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1105574.250000 Penalty: 4635.662598
	Iteration 184Q: 3 clusters Score -1105574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1105573.875000 Penalty: 4635.662598
	Iteration 185Q: 3 clusters Score -1105574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1105574.875000 Penalty: 4635.662598
	Iteration 186Q: 3 clusters Score -1105575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1105576.375000 Penalty: 4635.662598
	Iteration 187Q: 3 clusters Score -1105576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1105575.625000 Penalty: 4635.662598
	Iteration 188Q: 3 clusters Score -1105576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1105574.625000 Penalty: 4635.662598
	Iteration 189Q: 3 clusters Score -1105575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1105574.625000 Penalty: 4635.662598
	Iteration 190F: 3 clusters Score -1105575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -64422.726562 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -64422.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -62564.609375 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -62564.61 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -62827.515625 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -62827.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -62927.496094 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -62927.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -62974.890625 Penalty: 3369.002930
	Iteration 3Q: 3 clusters Score -62974.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -62999.472656 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -62999.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -63019.621094 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -63019.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -63043.343750 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -63043.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -63059.488281 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -63059.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -63068.167969 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -63068.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -63077.933594 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -63077.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -63096.746094 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -63096.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63112.742188 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -63112.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -63130.195312 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -63130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63146.804688 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -63146.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63166.152344 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -63166.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -63177.914062 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -63177.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -63185.777344 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -63185.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -63187.777344 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -63187.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -63187.777344 Penalty: 3369.002930
	Iteration 18F: 3 clusters Score -63187.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Entering Unmasked Estep 
Score: -2306617.000000 Penalty: 2447.062256
	Iteration 0F: 2 clusters Score -2306617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2293007.250000 Penalty: 4894.124512
	Iteration 0F: 3 clusters Score -2293007 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2297810.000000 Penalty: 4894.124512
	Iteration 1F: 3 clusters Score -2297810 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2298499.000000 Penalty: 4894.124512
	Iteration 2F: 3 clusters Score -2298499 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2299299.000000 Penalty: 4894.124512
	Iteration 3F: 3 clusters Score -2299299 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2300195.000000 Penalty: 4894.124512
	Iteration 4F: 3 clusters Score -2300195 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2301108.500000 Penalty: 4894.124512
	Iteration 5F: 3 clusters Score -2301108 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2302065.000000 Penalty: 4894.124512
	Iteration 6F: 3 clusters Score -2302065 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2303012.000000 Penalty: 4894.124512
	Iteration 7F: 3 clusters Score -2303012 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2303893.750000 Penalty: 4894.124512
	Iteration 8F: 3 clusters Score -2303894 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2304565.750000 Penalty: 4894.124512
	Iteration 9F: 3 clusters Score -2304566 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2305027.500000 Penalty: 4894.124512
	Iteration 10Q: 3 clusters Score -2305028 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2305380.250000 Penalty: 4894.124512
	Iteration 11Q: 3 clusters Score -2305380 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2305766.500000 Penalty: 4894.124512
	Iteration 12Q: 3 clusters Score -2305766 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -2306156.500000 Penalty: 4894.124512
	Iteration 13Q: 3 clusters Score -2306156 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2306582.250000 Penalty: 4894.124512
	Iteration 14Q: 3 clusters Score -2306582 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2307046.250000 Penalty: 4894.124512
	Iteration 15Q: 3 clusters Score -2307046 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2307476.500000 Penalty: 4894.124512
	Iteration 16Q: 3 clusters Score -2307476 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2307754.250000 Penalty: 4894.124512
	Iteration 17Q: 3 clusters Score -2307754 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2307915.500000 Penalty: 4894.124512
	Iteration 18Q: 3 clusters Score -2307916 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2307999.750000 Penalty: 4894.124512
	Iteration 19Q: 3 clusters Score -2308000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2308062.250000 Penalty: 4894.124512
	Iteration 20F: 3 clusters Score -2308062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2308116.250000 Penalty: 4894.124512
	Iteration 21Q: 3 clusters Score -2308116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2308155.000000 Penalty: 4894.124512
	Iteration 22Q: 3 clusters Score -2308155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2308173.500000 Penalty: 4894.124512
	Iteration 23Q: 3 clusters Score -2308174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2308176.250000 Penalty: 4894.124512
	Iteration 24Q: 3 clusters Score -2308176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2308180.750000 Penalty: 4894.124512
	Iteration 25Q: 3 clusters Score -2308181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2308178.000000 Penalty: 4894.124512
	Iteration 26Q: 3 clusters Score -2308178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2308181.500000 Penalty: 4894.124512
	Iteration 27Q: 3 clusters Score -2308182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2308181.500000 Penalty: 4894.124512
	Iteration 28Q: 3 clusters Score -2308182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2308178.000000 Penalty: 4894.124512
	Iteration 29Q: 3 clusters Score -2308178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2308179.500000 Penalty: 4894.124512
	Iteration 30Q: 3 clusters Score -2308180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2308179.000000 Penalty: 4894.124512
	Iteration 31Q: 3 clusters Score -2308179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2308179.500000 Penalty: 4894.124512
	Iteration 32Q: 3 clusters Score -2308180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2308178.250000 Penalty: 4894.124512
	Iteration 33Q: 3 clusters Score -2308178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2308180.250000 Penalty: 4894.124512
	Iteration 34Q: 3 clusters Score -2308180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2308178.250000 Penalty: 4894.124512
	Iteration 35Q: 3 clusters Score -2308178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2308178.250000 Penalty: 4894.124512
	Iteration 36F: 3 clusters Score -2308178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38735 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 11539 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 14887 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 18253 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 12710 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 15894 members 
Entering Unmasked Estep 
Score: -35690200.000000 Penalty: 94338.273438
Splitting cluster 16 changes total score from -35687668.000000 to -35690200.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (18253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Entering Unmasked Estep 
Score: -2201705.500000 Penalty: 2433.397217
	Iteration 0F: 2 clusters Score -2201706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2188788.750000 Penalty: 4866.794434
	Iteration 0F: 3 clusters Score -2188789 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2193195.250000 Penalty: 4866.794434
	Iteration 1F: 3 clusters Score -2193195 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2193646.500000 Penalty: 4866.794434
	Iteration 2F: 3 clusters Score -2193646 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2194139.500000 Penalty: 4866.794434
	Iteration 3F: 3 clusters Score -2194140 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2194727.500000 Penalty: 4866.794434
	Iteration 4Q: 3 clusters Score -2194728 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2195456.500000 Penalty: 4866.794434
	Iteration 5F: 3 clusters Score -2195456 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2196253.500000 Penalty: 4866.794434
	Iteration 6F: 3 clusters Score -2196254 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2196965.000000 Penalty: 4866.794434
	Iteration 7F: 3 clusters Score -2196965 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2197511.250000 Penalty: 4866.794434
	Iteration 8F: 3 clusters Score -2197511 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2197956.000000 Penalty: 4866.794434
	Iteration 9Q: 3 clusters Score -2197956 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2198280.250000 Penalty: 4866.794434
	Iteration 10Q: 3 clusters Score -2198280 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2198529.250000 Penalty: 4866.794434
	Iteration 11Q: 3 clusters Score -2198529 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2198731.000000 Penalty: 4866.794434
	Iteration 12Q: 3 clusters Score -2198731 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2198857.750000 Penalty: 4866.794434
	Iteration 13Q: 3 clusters Score -2198858 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2198974.000000 Penalty: 4866.794434
	Iteration 14Q: 3 clusters Score -2198974 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2199067.000000 Penalty: 4866.794434
	Iteration 15Q: 3 clusters Score -2199067 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2199154.250000 Penalty: 4866.794434
	Iteration 16Q: 3 clusters Score -2199154 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2199232.750000 Penalty: 4866.794434
	Iteration 17Q: 3 clusters Score -2199233 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2199316.250000 Penalty: 4866.794434
	Iteration 18Q: 3 clusters Score -2199316 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2199370.750000 Penalty: 4866.794434
	Iteration 19Q: 3 clusters Score -2199371 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2199415.250000 Penalty: 4866.794434
	Iteration 20F: 3 clusters Score -2199415 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2199454.750000 Penalty: 4866.794434
	Iteration 21Q: 3 clusters Score -2199455 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2199490.000000 Penalty: 4866.794434
	Iteration 22Q: 3 clusters Score -2199490 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2199527.000000 Penalty: 4866.794434
	Iteration 23Q: 3 clusters Score -2199527 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2199562.000000 Penalty: 4866.794434
	Iteration 24Q: 3 clusters Score -2199562 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2199575.500000 Penalty: 4866.794434
	Iteration 25Q: 3 clusters Score -2199576 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2199595.500000 Penalty: 4866.794434
	Iteration 26Q: 3 clusters Score -2199596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2199606.500000 Penalty: 4866.794434
	Iteration 27Q: 3 clusters Score -2199606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2199626.000000 Penalty: 4866.794434
	Iteration 28Q: 3 clusters Score -2199626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2199646.000000 Penalty: 4866.794434
	Iteration 29Q: 3 clusters Score -2199646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2199661.250000 Penalty: 4866.794434
	Iteration 30Q: 3 clusters Score -2199661 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2199680.000000 Penalty: 4866.794434
	Iteration 31Q: 3 clusters Score -2199680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2199699.500000 Penalty: 4866.794434
	Iteration 32Q: 3 clusters Score -2199700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2199726.500000 Penalty: 4866.794434
	Iteration 33Q: 3 clusters Score -2199726 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2199749.000000 Penalty: 4866.794434
	Iteration 34Q: 3 clusters Score -2199749 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2199787.000000 Penalty: 4866.794434
	Iteration 35Q: 3 clusters Score -2199787 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2199817.000000 Penalty: 4866.794434
	Iteration 36Q: 3 clusters Score -2199817 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2199844.750000 Penalty: 4866.794434
	Iteration 37Q: 3 clusters Score -2199845 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2199885.750000 Penalty: 4866.794434
	Iteration 38Q: 3 clusters Score -2199886 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2199952.000000 Penalty: 4866.794434
	Iteration 39Q: 3 clusters Score -2199952 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2200016.250000 Penalty: 4866.794434
	Iteration 40F: 3 clusters Score -2200016 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2200102.000000 Penalty: 4866.794434
	Iteration 41Q: 3 clusters Score -2200102 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2200198.250000 Penalty: 4866.794434
	Iteration 42Q: 3 clusters Score -2200198 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2200305.500000 Penalty: 4866.794434
	Iteration 43Q: 3 clusters Score -2200306 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2200452.500000 Penalty: 4866.794434
	Iteration 44Q: 3 clusters Score -2200452 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2200690.000000 Penalty: 4866.794434
	Iteration 45Q: 3 clusters Score -2200690 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2201082.500000 Penalty: 4866.794434
	Iteration 46Q: 3 clusters Score -2201082 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2201741.500000 Penalty: 4866.794434
	Iteration 47Q: 3 clusters Score -2201742 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2202617.500000 Penalty: 4866.794434
	Iteration 48Q: 3 clusters Score -2202618 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2203206.750000 Penalty: 4866.794434
	Iteration 49Q: 3 clusters Score -2203207 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2203400.250000 Penalty: 4866.794434
	Iteration 50Q: 3 clusters Score -2203400 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2203486.250000 Penalty: 4866.794434
	Iteration 51Q: 3 clusters Score -2203486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2203535.000000 Penalty: 4866.794434
	Iteration 52Q: 3 clusters Score -2203535 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2203568.500000 Penalty: 4866.794434
	Iteration 53Q: 3 clusters Score -2203568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2203579.000000 Penalty: 4866.794434
	Iteration 54Q: 3 clusters Score -2203579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2203588.750000 Penalty: 4866.794434
	Iteration 55Q: 3 clusters Score -2203589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2203591.250000 Penalty: 4866.794434
	Iteration 56Q: 3 clusters Score -2203591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2203589.250000 Penalty: 4866.794434
	Iteration 57Q: 3 clusters Score -2203589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2203596.750000 Penalty: 4866.794434
	Iteration 58Q: 3 clusters Score -2203597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2203600.750000 Penalty: 4866.794434
	Iteration 59Q: 3 clusters Score -2203601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2203600.000000 Penalty: 4866.794434
	Iteration 60F: 3 clusters Score -2203600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2203605.250000 Penalty: 4866.794434
	Iteration 61Q: 3 clusters Score -2203605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2203603.000000 Penalty: 4866.794434
	Iteration 62Q: 3 clusters Score -2203603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2203603.000000 Penalty: 4866.794434
	Iteration 63Q: 3 clusters Score -2203603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2203607.250000 Penalty: 4866.794434
	Iteration 64Q: 3 clusters Score -2203607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2203608.000000 Penalty: 4866.794434
	Iteration 65Q: 3 clusters Score -2203608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2203608.000000 Penalty: 4866.794434
	Iteration 66Q: 3 clusters Score -2203608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2203608.500000 Penalty: 4866.794434
	Iteration 67Q: 3 clusters Score -2203608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2203609.750000 Penalty: 4866.794434
	Iteration 68Q: 3 clusters Score -2203610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2203607.750000 Penalty: 4866.794434
	Iteration 69Q: 3 clusters Score -2203608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2203609.500000 Penalty: 4866.794434
	Iteration 70Q: 3 clusters Score -2203610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2203607.500000 Penalty: 4866.794434
	Iteration 71Q: 3 clusters Score -2203608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2203607.500000 Penalty: 4866.794434
	Iteration 72Q: 3 clusters Score -2203608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2203611.000000 Penalty: 4866.794434
	Iteration 73Q: 3 clusters Score -2203611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2203612.500000 Penalty: 4866.794434
	Iteration 74Q: 3 clusters Score -2203612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2203609.250000 Penalty: 4866.794434
	Iteration 75Q: 3 clusters Score -2203609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2203612.000000 Penalty: 4866.794434
	Iteration 76Q: 3 clusters Score -2203612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2203612.000000 Penalty: 4866.794434
	Iteration 77F: 3 clusters Score -2203612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38735 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 11539 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 14887 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 6501 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 5094 members 
Mstep: Class 26 contains 12710 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 15894 members 
Mstep: Class 31 contains 11752 members 
Entering Unmasked Estep 
Score: -35691508.000000 Penalty: 97482.882812
Splitting cluster 17 changes total score from -35687668.000000 to -35691508.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (21095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Entering Unmasked Estep 
Score: -2281603.000000 Penalty: 2469.284180
	Iteration 0F: 2 clusters Score -2281603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2266897.000000 Penalty: 4938.568359
	Iteration 0F: 3 clusters Score -2266897 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2272456.500000 Penalty: 4938.568359
	Iteration 1F: 3 clusters Score -2272456 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2273369.500000 Penalty: 4938.568359
	Iteration 2F: 3 clusters Score -2273370 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2274271.500000 Penalty: 4938.568359
	Iteration 3F: 3 clusters Score -2274272 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2275140.250000 Penalty: 4938.568359
	Iteration 4F: 3 clusters Score -2275140 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2275943.500000 Penalty: 4938.568359
	Iteration 5F: 3 clusters Score -2275944 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2276672.500000 Penalty: 4938.568359
	Iteration 6F: 3 clusters Score -2276672 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2277344.750000 Penalty: 4938.568359
	Iteration 7Q: 3 clusters Score -2277345 nChanged 833
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2277871.250000 Penalty: 4938.568359
	Iteration 8Q: 3 clusters Score -2277871 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2278374.000000 Penalty: 4938.568359
	Iteration 9Q: 3 clusters Score -2278374 nChanged 599
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2278742.000000 Penalty: 4938.568359
	Iteration 10Q: 3 clusters Score -2278742 nChanged 490
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2279015.500000 Penalty: 4938.568359
	Iteration 11Q: 3 clusters Score -2279016 nChanged 440
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2279235.250000 Penalty: 4938.568359
	Iteration 12Q: 3 clusters Score -2279235 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2279409.500000 Penalty: 4938.568359
	Iteration 13Q: 3 clusters Score -2279410 nChanged 354
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Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2279548.750000 Penalty: 4938.568359
	Iteration 14Q: 3 clusters Score -2279549 nChanged 282
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Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2279645.750000 Penalty: 4938.568359
	Iteration 15Q: 3 clusters Score -2279646 nChanged 255
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Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2279725.000000 Penalty: 4938.568359
	Iteration 16Q: 3 clusters Score -2279725 nChanged 189
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Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2279772 nChanged 170
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Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2279812.250000 Penalty: 4938.568359
	Iteration 18Q: 3 clusters Score -2279812 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2279840.500000 Penalty: 4938.568359
	Iteration 19Q: 3 clusters Score -2279840 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2279867.750000 Penalty: 4938.568359
	Iteration 20F: 3 clusters Score -2279868 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2279902.500000 Penalty: 4938.568359
	Iteration 21Q: 3 clusters Score -2279902 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2279912 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2279930.500000 Penalty: 4938.568359
	Iteration 23Q: 3 clusters Score -2279930 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2279944.000000 Penalty: 4938.568359
	Iteration 24Q: 3 clusters Score -2279944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2279953.250000 Penalty: 4938.568359
	Iteration 25Q: 3 clusters Score -2279953 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -2279965.500000 Penalty: 4938.568359
	Iteration 26Q: 3 clusters Score -2279966 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2279976.500000 Penalty: 4938.568359
	Iteration 27Q: 3 clusters Score -2279976 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2279984.750000 Penalty: 4938.568359
	Iteration 28Q: 3 clusters Score -2279985 nChanged 45
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Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2279994.250000 Penalty: 4938.568359
	Iteration 29Q: 3 clusters Score -2279994 nChanged 28
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Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2279991.750000 Penalty: 4938.568359
	Iteration 30Q: 3 clusters Score -2279992 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2280000.250000 Penalty: 4938.568359
	Iteration 31Q: 3 clusters Score -2280000 nChanged 21
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Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2280002.500000 Penalty: 4938.568359
	Iteration 32Q: 3 clusters Score -2280002 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2280001.250000 Penalty: 4938.568359
	Iteration 33Q: 3 clusters Score -2280001 nChanged 19
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Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2280009.000000 Penalty: 4938.568359
	Iteration 34Q: 3 clusters Score -2280009 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2280006.500000 Penalty: 4938.568359
	Iteration 35Q: 3 clusters Score -2280006 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2280008.250000 Penalty: 4938.568359
	Iteration 36Q: 3 clusters Score -2280008 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2280008 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2280006 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2280006.750000 Penalty: 4938.568359
	Iteration 39Q: 3 clusters Score -2280007 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2280012.000000 Penalty: 4938.568359
	Iteration 40F: 3 clusters Score -2280012 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2280010.000000 Penalty: 4938.568359
	Iteration 41Q: 3 clusters Score -2280010 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2280018.000000 Penalty: 4938.568359
	Iteration 42Q: 3 clusters Score -2280018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -2280017.250000 Penalty: 4938.568359
	Iteration 43Q: 3 clusters Score -2280017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2280014.250000 Penalty: 4938.568359
	Iteration 44Q: 3 clusters Score -2280014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2280015.000000 Penalty: 4938.568359
	Iteration 45Q: 3 clusters Score -2280015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2280018 nChanged 20
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Mstep: Class 1 contains 6547 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2280018 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6531 members 
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Entering Unmasked Estep 
Score: -2280024.000000 Penalty: 4938.568359
	Iteration 48Q: 3 clusters Score -2280024 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6512 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2280024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2280029.750000 Penalty: 4938.568359
	Iteration 50Q: 3 clusters Score -2280030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2280036.250000 Penalty: 4938.568359
	Iteration 51Q: 3 clusters Score -2280036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2280047.000000 Penalty: 4938.568359
	Iteration 52Q: 3 clusters Score -2280047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2280048.000000 Penalty: 4938.568359
	Iteration 53Q: 3 clusters Score -2280048 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2280054.750000 Penalty: 4938.568359
	Iteration 54Q: 3 clusters Score -2280055 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2280059.000000 Penalty: 4938.568359
	Iteration 55Q: 3 clusters Score -2280059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2280053.250000 Penalty: 4938.568359
	Iteration 56Q: 3 clusters Score -2280053 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6323 members 
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Entering Unmasked Estep 
Score: -2280061.250000 Penalty: 4938.568359
	Iteration 57Q: 3 clusters Score -2280061 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2280061 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2280061.750000 Penalty: 4938.568359
	Iteration 59Q: 3 clusters Score -2280062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2280065.500000 Penalty: 4938.568359
	Iteration 60F: 3 clusters Score -2280066 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2280066.500000 Penalty: 4938.568359
	Iteration 61Q: 3 clusters Score -2280066 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2280070.500000 Penalty: 4938.568359
	Iteration 62Q: 3 clusters Score -2280070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2280080.250000 Penalty: 4938.568359
	Iteration 63Q: 3 clusters Score -2280080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2280078.750000 Penalty: 4938.568359
	Iteration 64Q: 3 clusters Score -2280079 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2280079 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6200 members 
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Score: -2280079.500000 Penalty: 4938.568359
	Iteration 66Q: 3 clusters Score -2280080 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2280080 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6191 members 
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Entering Unmasked Estep 
Score: -2280076.500000 Penalty: 4938.568359
	Iteration 68Q: 3 clusters Score -2280076 nChanged 6
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Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2280077.500000 Penalty: 4938.568359
	Iteration 69Q: 3 clusters Score -2280078 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2280081.250000 Penalty: 4938.568359
	Iteration 70Q: 3 clusters Score -2280081 nChanged 10
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Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 14927 members 
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Score: -2280085.750000 Penalty: 4938.568359
	Iteration 71Q: 3 clusters Score -2280086 nChanged 7
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Mstep: Class 1 contains 6161 members 
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Entering Unmasked Estep 
Score: -2280082.500000 Penalty: 4938.568359
	Iteration 72Q: 3 clusters Score -2280082 nChanged 9
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Mstep: Class 1 contains 6152 members 
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Entering Unmasked Estep 
Score: -2280084.250000 Penalty: 4938.568359
	Iteration 73Q: 3 clusters Score -2280084 nChanged 13
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Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2280087 nChanged 16
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Mstep: Class 1 contains 6123 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2280090 nChanged 11
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Mstep: Class 1 contains 6114 members 
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	Iteration 76Q: 3 clusters Score -2280090 nChanged 9
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Mstep: Class 1 contains 6105 members 
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	Iteration 77Q: 3 clusters Score -2280088 nChanged 10
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Mstep: Class 1 contains 6095 members 
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	Iteration 78Q: 3 clusters Score -2280086 nChanged 10
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Mstep: Class 1 contains 6087 members 
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	Iteration 79Q: 3 clusters Score -2280087 nChanged 12
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Mstep: Class 1 contains 6079 members 
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Score: -2280093.250000 Penalty: 4938.568359
	Iteration 80F: 3 clusters Score -2280093 nChanged 11
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Mstep: Class 1 contains 6072 members 
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	Iteration 81Q: 3 clusters Score -2280093 nChanged 10
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Mstep: Class 1 contains 6062 members 
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	Iteration 82Q: 3 clusters Score -2280092 nChanged 10
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	Iteration 83Q: 3 clusters Score -2280094 nChanged 10
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Mstep: Class 1 contains 6042 members 
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	Iteration 84Q: 3 clusters Score -2280096 nChanged 12
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Mstep: Class 1 contains 6030 members 
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	Iteration 85Q: 3 clusters Score -2280094 nChanged 10
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	Iteration 86Q: 3 clusters Score -2280098 nChanged 8
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Mstep: Class 1 contains 6016 members 
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	Iteration 87Q: 3 clusters Score -2280096 nChanged 14
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	Iteration 88Q: 3 clusters Score -2280096 nChanged 15
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Mstep: Class 1 contains 5991 members 
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	Iteration 89Q: 3 clusters Score -2280097 nChanged 14
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	Iteration 90Q: 3 clusters Score -2280098 nChanged 10
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2280103 nChanged 10
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	Iteration 92Q: 3 clusters Score -2280104 nChanged 8
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Entering Unmasked Estep 
Score: -2280108.750000 Penalty: 4938.568359
	Iteration 93Q: 3 clusters Score -2280109 nChanged 11
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Entering Unmasked Estep 
Score: -2280106.000000 Penalty: 4938.568359
	Iteration 94Q: 3 clusters Score -2280106 nChanged 10
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Entering Unmasked Estep 
Score: -2280112.750000 Penalty: 4938.568359
	Iteration 95Q: 3 clusters Score -2280113 nChanged 9
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Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2280104.750000 Penalty: 4938.568359
	Iteration 96Q: 3 clusters Score -2280105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2280110.000000 Penalty: 4938.568359
	Iteration 97Q: 3 clusters Score -2280110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2280106.500000 Penalty: 4938.568359
	Iteration 98Q: 3 clusters Score -2280106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2280110.750000 Penalty: 4938.568359
	Iteration 99Q: 3 clusters Score -2280111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2280115.250000 Penalty: 4938.568359
	Iteration 100F: 3 clusters Score -2280115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2280117.000000 Penalty: 4938.568359
	Iteration 101Q: 3 clusters Score -2280117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2280115.000000 Penalty: 4938.568359
	Iteration 102Q: 3 clusters Score -2280115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2280118.750000 Penalty: 4938.568359
	Iteration 103Q: 3 clusters Score -2280119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2280117.500000 Penalty: 4938.568359
	Iteration 104Q: 3 clusters Score -2280118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2280115.750000 Penalty: 4938.568359
	Iteration 105Q: 3 clusters Score -2280116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2280118.000000 Penalty: 4938.568359
	Iteration 106Q: 3 clusters Score -2280118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2280122.250000 Penalty: 4938.568359
	Iteration 107Q: 3 clusters Score -2280122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2280121.000000 Penalty: 4938.568359
	Iteration 108Q: 3 clusters Score -2280121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2280130.750000 Penalty: 4938.568359
	Iteration 109Q: 3 clusters Score -2280131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2280136.750000 Penalty: 4938.568359
	Iteration 110Q: 3 clusters Score -2280137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2280142.250000 Penalty: 4938.568359
	Iteration 111Q: 3 clusters Score -2280142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2280143.500000 Penalty: 4938.568359
	Iteration 112Q: 3 clusters Score -2280144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2280147.500000 Penalty: 4938.568359
	Iteration 113Q: 3 clusters Score -2280148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2280148.500000 Penalty: 4938.568359
	Iteration 114Q: 3 clusters Score -2280148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2280148.000000 Penalty: 4938.568359
	Iteration 115Q: 3 clusters Score -2280148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2280146.750000 Penalty: 4938.568359
	Iteration 116Q: 3 clusters Score -2280147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2280149.000000 Penalty: 4938.568359
	Iteration 117Q: 3 clusters Score -2280149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2280149.250000 Penalty: 4938.568359
	Iteration 118Q: 3 clusters Score -2280149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2280152.000000 Penalty: 4938.568359
	Iteration 119Q: 3 clusters Score -2280152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2280150.000000 Penalty: 4938.568359
	Iteration 120F: 3 clusters Score -2280150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2280156.250000 Penalty: 4938.568359
	Iteration 121Q: 3 clusters Score -2280156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2280161.000000 Penalty: 4938.568359
	Iteration 122Q: 3 clusters Score -2280161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2280162.000000 Penalty: 4938.568359
	Iteration 123Q: 3 clusters Score -2280162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2280167.000000 Penalty: 4938.568359
	Iteration 124Q: 3 clusters Score -2280167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2280163.500000 Penalty: 4938.568359
	Iteration 125Q: 3 clusters Score -2280164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2280163.750000 Penalty: 4938.568359
	Iteration 126Q: 3 clusters Score -2280164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2280165.000000 Penalty: 4938.568359
	Iteration 127Q: 3 clusters Score -2280165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2280166.500000 Penalty: 4938.568359
	Iteration 128Q: 3 clusters Score -2280166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2280170.500000 Penalty: 4938.568359
	Iteration 129Q: 3 clusters Score -2280170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2280167.500000 Penalty: 4938.568359
	Iteration 130Q: 3 clusters Score -2280168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2280168.500000 Penalty: 4938.568359
	Iteration 131Q: 3 clusters Score -2280168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2280171.250000 Penalty: 4938.568359
	Iteration 132Q: 3 clusters Score -2280171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2280176.000000 Penalty: 4938.568359
	Iteration 133Q: 3 clusters Score -2280176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2280173.500000 Penalty: 4938.568359
	Iteration 134Q: 3 clusters Score -2280174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2280168.000000 Penalty: 4938.568359
	Iteration 135Q: 3 clusters Score -2280168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2280167.250000 Penalty: 4938.568359
	Iteration 136Q: 3 clusters Score -2280167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2280168.500000 Penalty: 4938.568359
	Iteration 137Q: 3 clusters Score -2280168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2280168.750000 Penalty: 4938.568359
	Iteration 138Q: 3 clusters Score -2280169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2280169.750000 Penalty: 4938.568359
	Iteration 139Q: 3 clusters Score -2280170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2280173.250000 Penalty: 4938.568359
	Iteration 140F: 3 clusters Score -2280173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2280170.250000 Penalty: 4938.568359
	Iteration 141Q: 3 clusters Score -2280170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2280173.250000 Penalty: 4938.568359
	Iteration 142Q: 3 clusters Score -2280173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2280173.750000 Penalty: 4938.568359
	Iteration 143Q: 3 clusters Score -2280174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2280173.750000 Penalty: 4938.568359
	Iteration 144F: 3 clusters Score -2280174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Entering Unmasked Estep 
Score: -3204671.250000 Penalty: 2547.767578
	Iteration 0F: 2 clusters Score -3204671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3184746.000000 Penalty: 5095.535156
	Iteration 0F: 3 clusters Score -3184746 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -3191834.500000 Penalty: 5095.535156
	Iteration 1F: 3 clusters Score -3191834 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3192412.500000 Penalty: 5095.535156
	Iteration 2F: 3 clusters Score -3192412 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3193050.250000 Penalty: 5095.535156
	Iteration 3Q: 3 clusters Score -3193050 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3193743.750000 Penalty: 5095.535156
	Iteration 4Q: 3 clusters Score -3193744 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3194491.000000 Penalty: 5095.535156
	Iteration 5F: 3 clusters Score -3194491 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3195251.000000 Penalty: 5095.535156
	Iteration 6F: 3 clusters Score -3195251 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3195986.000000 Penalty: 5095.535156
	Iteration 7F: 3 clusters Score -3195986 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3196613.000000 Penalty: 5095.535156
	Iteration 8Q: 3 clusters Score -3196613 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3197167.250000 Penalty: 5095.535156
	Iteration 9Q: 3 clusters Score -3197167 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3197679.000000 Penalty: 5095.535156
	Iteration 10Q: 3 clusters Score -3197679 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3198147.750000 Penalty: 5095.535156
	Iteration 11Q: 3 clusters Score -3198148 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3198610.250000 Penalty: 5095.535156
	Iteration 12Q: 3 clusters Score -3198610 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3198968.500000 Penalty: 5095.535156
	Iteration 13Q: 3 clusters Score -3198968 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3199221.000000 Penalty: 5095.535156
	Iteration 14Q: 3 clusters Score -3199221 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3199393.250000 Penalty: 5095.535156
	Iteration 15Q: 3 clusters Score -3199393 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3199541.250000 Penalty: 5095.535156
	Iteration 16Q: 3 clusters Score -3199541 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3199644.500000 Penalty: 5095.535156
	Iteration 17Q: 3 clusters Score -3199644 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3199693.500000 Penalty: 5095.535156
	Iteration 18Q: 3 clusters Score -3199694 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3199759.000000 Penalty: 5095.535156
	Iteration 19Q: 3 clusters Score -3199759 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3199799.750000 Penalty: 5095.535156
	Iteration 20F: 3 clusters Score -3199800 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3199840.750000 Penalty: 5095.535156
	Iteration 21Q: 3 clusters Score -3199841 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3199868.500000 Penalty: 5095.535156
	Iteration 22Q: 3 clusters Score -3199868 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3199907.500000 Penalty: 5095.535156
	Iteration 23Q: 3 clusters Score -3199908 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3199930.500000 Penalty: 5095.535156
	Iteration 24Q: 3 clusters Score -3199930 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3199952.750000 Penalty: 5095.535156
	Iteration 25Q: 3 clusters Score -3199953 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3199957.750000 Penalty: 5095.535156
	Iteration 26Q: 3 clusters Score -3199958 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3199975.500000 Penalty: 5095.535156
	Iteration 27Q: 3 clusters Score -3199976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3199983.750000 Penalty: 5095.535156
	Iteration 28Q: 3 clusters Score -3199984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3199995.000000 Penalty: 5095.535156
	Iteration 29Q: 3 clusters Score -3199995 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3200004.750000 Penalty: 5095.535156
	Iteration 30Q: 3 clusters Score -3200005 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3200010.500000 Penalty: 5095.535156
	Iteration 31Q: 3 clusters Score -3200010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3200010.500000 Penalty: 5095.535156
	Iteration 32Q: 3 clusters Score -3200010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3200021.000000 Penalty: 5095.535156
	Iteration 33Q: 3 clusters Score -3200021 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3200025.250000 Penalty: 5095.535156
	Iteration 34Q: 3 clusters Score -3200025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3200036.500000 Penalty: 5095.535156
	Iteration 35Q: 3 clusters Score -3200036 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3200038.500000 Penalty: 5095.535156
	Iteration 36Q: 3 clusters Score -3200038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3200040.000000 Penalty: 5095.535156
	Iteration 37Q: 3 clusters Score -3200040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3200047.750000 Penalty: 5095.535156
	Iteration 38Q: 3 clusters Score -3200048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3200053.250000 Penalty: 5095.535156
	Iteration 39Q: 3 clusters Score -3200053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3200054.500000 Penalty: 5095.535156
	Iteration 40F: 3 clusters Score -3200054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3200059.000000 Penalty: 5095.535156
	Iteration 41Q: 3 clusters Score -3200059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3200066.250000 Penalty: 5095.535156
	Iteration 42Q: 3 clusters Score -3200066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3200063.000000 Penalty: 5095.535156
	Iteration 43Q: 3 clusters Score -3200063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3200061.250000 Penalty: 5095.535156
	Iteration 44Q: 3 clusters Score -3200061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3200069.250000 Penalty: 5095.535156
	Iteration 45Q: 3 clusters Score -3200069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3200067.500000 Penalty: 5095.535156
	Iteration 46Q: 3 clusters Score -3200068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3200066.000000 Penalty: 5095.535156
	Iteration 47Q: 3 clusters Score -3200066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3200074.500000 Penalty: 5095.535156
	Iteration 48Q: 3 clusters Score -3200074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3200067.500000 Penalty: 5095.535156
	Iteration 49Q: 3 clusters Score -3200068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3200067.500000 Penalty: 5095.535156
	Iteration 50Q: 3 clusters Score -3200068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3200064.750000 Penalty: 5095.535156
	Iteration 51Q: 3 clusters Score -3200065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3200068.000000 Penalty: 5095.535156
	Iteration 52Q: 3 clusters Score -3200068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3200069.000000 Penalty: 5095.535156
	Iteration 53Q: 3 clusters Score -3200069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3200071.250000 Penalty: 5095.535156
	Iteration 54Q: 3 clusters Score -3200071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3200068.500000 Penalty: 5095.535156
	Iteration 55Q: 3 clusters Score -3200068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -3200078.000000 Penalty: 5095.535156
	Iteration 56Q: 3 clusters Score -3200078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3200080.000000 Penalty: 5095.535156
	Iteration 57Q: 3 clusters Score -3200080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3200074.500000 Penalty: 5095.535156
	Iteration 58Q: 3 clusters Score -3200074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3200077.250000 Penalty: 5095.535156
	Iteration 59Q: 3 clusters Score -3200077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3200073.250000 Penalty: 5095.535156
	Iteration 60F: 3 clusters Score -3200073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3200078.750000 Penalty: 5095.535156
	Iteration 61Q: 3 clusters Score -3200079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3200077.750000 Penalty: 5095.535156
	Iteration 62Q: 3 clusters Score -3200078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3200076.500000 Penalty: 5095.535156
	Iteration 63Q: 3 clusters Score -3200076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3200089.500000 Penalty: 5095.535156
	Iteration 64Q: 3 clusters Score -3200090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3200095.750000 Penalty: 5095.535156
	Iteration 65Q: 3 clusters Score -3200096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3200097.750000 Penalty: 5095.535156
	Iteration 66Q: 3 clusters Score -3200098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3200100.500000 Penalty: 5095.535156
	Iteration 67Q: 3 clusters Score -3200100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3200095.750000 Penalty: 5095.535156
	Iteration 68Q: 3 clusters Score -3200096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3200106.000000 Penalty: 5095.535156
	Iteration 69Q: 3 clusters Score -3200106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3200105.500000 Penalty: 5095.535156
	Iteration 70Q: 3 clusters Score -3200106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3200106.500000 Penalty: 5095.535156
	Iteration 71Q: 3 clusters Score -3200106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3200113.500000 Penalty: 5095.535156
	Iteration 72Q: 3 clusters Score -3200114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3200115.250000 Penalty: 5095.535156
	Iteration 73Q: 3 clusters Score -3200115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3200117.750000 Penalty: 5095.535156
	Iteration 74Q: 3 clusters Score -3200118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3200113.250000 Penalty: 5095.535156
	Iteration 75Q: 3 clusters Score -3200113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3200115.250000 Penalty: 5095.535156
	Iteration 76Q: 3 clusters Score -3200115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3200115.000000 Penalty: 5095.535156
	Iteration 77Q: 3 clusters Score -3200115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3200114.250000 Penalty: 5095.535156
	Iteration 78Q: 3 clusters Score -3200114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3200112.500000 Penalty: 5095.535156
	Iteration 79Q: 3 clusters Score -3200112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3200115.500000 Penalty: 5095.535156
	Iteration 80F: 3 clusters Score -3200116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3200114.500000 Penalty: 5095.535156
	Iteration 81Q: 3 clusters Score -3200114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3200116.250000 Penalty: 5095.535156
	Iteration 82Q: 3 clusters Score -3200116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3200122.000000 Penalty: 5095.535156
	Iteration 83Q: 3 clusters Score -3200122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3200121.500000 Penalty: 5095.535156
	Iteration 84Q: 3 clusters Score -3200122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3200123.500000 Penalty: 5095.535156
	Iteration 85Q: 3 clusters Score -3200124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3200117.000000 Penalty: 5095.535156
	Iteration 86Q: 3 clusters Score -3200117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3200115.250000 Penalty: 5095.535156
	Iteration 87Q: 3 clusters Score -3200115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3200114.750000 Penalty: 5095.535156
	Iteration 88Q: 3 clusters Score -3200115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3200116.750000 Penalty: 5095.535156
	Iteration 89Q: 3 clusters Score -3200117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3200117.750000 Penalty: 5095.535156
	Iteration 90Q: 3 clusters Score -3200118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3200112.000000 Penalty: 5095.535156
	Iteration 91Q: 3 clusters Score -3200112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3200112.000000 Penalty: 5095.535156
	Iteration 92F: 3 clusters Score -3200112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Entering Unmasked Estep 
Score: -2027311.375000 Penalty: 2417.258301
	Iteration 0F: 2 clusters Score -2027311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2015128.500000 Penalty: 4834.516602
	Iteration 0F: 3 clusters Score -2015128 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2019346.375000 Penalty: 4834.516602
	Iteration 1F: 3 clusters Score -2019346 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2020142.500000 Penalty: 4834.516602
	Iteration 2F: 3 clusters Score -2020142 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2020909.375000 Penalty: 4834.516602
	Iteration 3F: 3 clusters Score -2020909 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2021612.500000 Penalty: 4834.516602
	Iteration 4F: 3 clusters Score -2021612 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2022216.875000 Penalty: 4834.516602
	Iteration 5F: 3 clusters Score -2022217 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2022662.375000 Penalty: 4834.516602
	Iteration 6Q: 3 clusters Score -2022662 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2023065.500000 Penalty: 4834.516602
	Iteration 7Q: 3 clusters Score -2023066 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2023415.500000 Penalty: 4834.516602
	Iteration 8Q: 3 clusters Score -2023416 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2023749.125000 Penalty: 4834.516602
	Iteration 9Q: 3 clusters Score -2023749 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2024142.750000 Penalty: 4834.516602
	Iteration 10Q: 3 clusters Score -2024143 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2024480.875000 Penalty: 4834.516602
	Iteration 11Q: 3 clusters Score -2024481 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2024741.250000 Penalty: 4834.516602
	Iteration 12Q: 3 clusters Score -2024741 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2024921.000000 Penalty: 4834.516602
	Iteration 13Q: 3 clusters Score -2024921 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2025029.500000 Penalty: 4834.516602
	Iteration 14Q: 3 clusters Score -2025030 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2025102.875000 Penalty: 4834.516602
	Iteration 15Q: 3 clusters Score -2025103 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2025155.000000 Penalty: 4834.516602
	Iteration 16Q: 3 clusters Score -2025155 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2025186.500000 Penalty: 4834.516602
	Iteration 17Q: 3 clusters Score -2025186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2025209.750000 Penalty: 4834.516602
	Iteration 18Q: 3 clusters Score -2025210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2025224.250000 Penalty: 4834.516602
	Iteration 19Q: 3 clusters Score -2025224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2025235.250000 Penalty: 4834.516602
	Iteration 20F: 3 clusters Score -2025235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2025245.375000 Penalty: 4834.516602
	Iteration 21Q: 3 clusters Score -2025245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2025253.125000 Penalty: 4834.516602
	Iteration 22Q: 3 clusters Score -2025253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2025259.750000 Penalty: 4834.516602
	Iteration 23Q: 3 clusters Score -2025260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2025259.500000 Penalty: 4834.516602
	Iteration 24Q: 3 clusters Score -2025260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2025269.875000 Penalty: 4834.516602
	Iteration 25Q: 3 clusters Score -2025270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2025276.625000 Penalty: 4834.516602
	Iteration 26Q: 3 clusters Score -2025277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2025281.500000 Penalty: 4834.516602
	Iteration 27Q: 3 clusters Score -2025282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2025288.000000 Penalty: 4834.516602
	Iteration 28Q: 3 clusters Score -2025288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2025284.000000 Penalty: 4834.516602
	Iteration 29Q: 3 clusters Score -2025284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2025286.875000 Penalty: 4834.516602
	Iteration 30Q: 3 clusters Score -2025287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2025294.750000 Penalty: 4834.516602
	Iteration 31Q: 3 clusters Score -2025295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2025297.750000 Penalty: 4834.516602
	Iteration 32Q: 3 clusters Score -2025298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -2025307.250000 Penalty: 4834.516602
	Iteration 33Q: 3 clusters Score -2025307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2025302.500000 Penalty: 4834.516602
	Iteration 34Q: 3 clusters Score -2025302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2025310.250000 Penalty: 4834.516602
	Iteration 35Q: 3 clusters Score -2025310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2025313.500000 Penalty: 4834.516602
	Iteration 36Q: 3 clusters Score -2025314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2025314.875000 Penalty: 4834.516602
	Iteration 37Q: 3 clusters Score -2025315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2025323.375000 Penalty: 4834.516602
	Iteration 38Q: 3 clusters Score -2025323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2025325.000000 Penalty: 4834.516602
	Iteration 39Q: 3 clusters Score -2025325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2025324.500000 Penalty: 4834.516602
	Iteration 40F: 3 clusters Score -2025324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2025327.500000 Penalty: 4834.516602
	Iteration 41Q: 3 clusters Score -2025328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2025327.750000 Penalty: 4834.516602
	Iteration 42Q: 3 clusters Score -2025328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2025324.375000 Penalty: 4834.516602
	Iteration 43Q: 3 clusters Score -2025324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2025327.750000 Penalty: 4834.516602
	Iteration 44Q: 3 clusters Score -2025328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2025329.625000 Penalty: 4834.516602
	Iteration 45Q: 3 clusters Score -2025330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2025323.000000 Penalty: 4834.516602
	Iteration 46Q: 3 clusters Score -2025323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2025325.000000 Penalty: 4834.516602
	Iteration 47Q: 3 clusters Score -2025325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2025326.250000 Penalty: 4834.516602
	Iteration 48Q: 3 clusters Score -2025326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2025327.250000 Penalty: 4834.516602
	Iteration 49Q: 3 clusters Score -2025327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2025329.000000 Penalty: 4834.516602
	Iteration 50Q: 3 clusters Score -2025329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2025326.500000 Penalty: 4834.516602
	Iteration 51Q: 3 clusters Score -2025326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2025325.875000 Penalty: 4834.516602
	Iteration 52Q: 3 clusters Score -2025326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2025326.750000 Penalty: 4834.516602
	Iteration 53Q: 3 clusters Score -2025327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2025326.125000 Penalty: 4834.516602
	Iteration 54Q: 3 clusters Score -2025326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2025325.500000 Penalty: 4834.516602
	Iteration 55Q: 3 clusters Score -2025326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2025325.500000 Penalty: 4834.516602
	Iteration 56F: 3 clusters Score -2025326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -79390.617188 Penalty: 1660.558105
	Iteration 0F: 2 clusters Score -79390.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77613.664062 Penalty: 3321.116211
	Iteration 0F: 3 clusters Score -77613.66 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77936.312500 Penalty: 3321.116211
	Iteration 1F: 3 clusters Score -77936.31 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78135.273438 Penalty: 3321.116211
	Iteration 2F: 3 clusters Score -78135.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78235.093750 Penalty: 3321.116211
	Iteration 3F: 3 clusters Score -78235.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78300.468750 Penalty: 3321.116211
	Iteration 4Q: 3 clusters Score -78300.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78351.796875 Penalty: 3321.116211
	Iteration 5Q: 3 clusters Score -78351.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78389.859375 Penalty: 3321.116211
	Iteration 6Q: 3 clusters Score -78389.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78429.476562 Penalty: 3321.116211
	Iteration 7Q: 3 clusters Score -78429.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -78458.882812 Penalty: 3321.116211
	Iteration 8Q: 3 clusters Score -78458.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78475.054688 Penalty: 3321.116211
	Iteration 9Q: 3 clusters Score -78475.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78491.140625 Penalty: 3321.116211
	Iteration 10Q: 3 clusters Score -78491.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78513.148438 Penalty: 3321.116211
	Iteration 11Q: 3 clusters Score -78513.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78522.828125 Penalty: 3321.116211
	Iteration 12Q: 3 clusters Score -78522.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -78536.585938 Penalty: 3321.116211
	Iteration 13Q: 3 clusters Score -78536.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78547.328125 Penalty: 3321.116211
	Iteration 14Q: 3 clusters Score -78547.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -78558.179688 Penalty: 3321.116211
	Iteration 15Q: 3 clusters Score -78558.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78585.945312 Penalty: 3321.116211
	Iteration 16Q: 3 clusters Score -78585.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78598.039062 Penalty: 3321.116211
	Iteration 17Q: 3 clusters Score -78598.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78601.859375 Penalty: 3321.116211
	Iteration 18Q: 3 clusters Score -78601.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78601.859375 Penalty: 3321.116211
	Iteration 19F: 3 clusters Score -78601.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -322312.718750 Penalty: 1963.368286
	Iteration 0F: 2 clusters Score -322312.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -319286.281250 Penalty: 3926.736572
	Iteration 0F: 3 clusters Score -319286.3 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -319962.218750 Penalty: 3926.736572
	Iteration 1F: 3 clusters Score -319962.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -320105.968750 Penalty: 3926.736572
	Iteration 2F: 3 clusters Score -320106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -320185.062500 Penalty: 3926.736572
	Iteration 3Q: 3 clusters Score -320185.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -320255.031250 Penalty: 3926.736572
	Iteration 4Q: 3 clusters Score -320255 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -320303.656250 Penalty: 3926.736572
	Iteration 5Q: 3 clusters Score -320303.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -320355.000000 Penalty: 3926.736572
	Iteration 6Q: 3 clusters Score -320355 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -320401.187500 Penalty: 3926.736572
	Iteration 7Q: 3 clusters Score -320401.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -320442.687500 Penalty: 3926.736572
	Iteration 8Q: 3 clusters Score -320442.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -320472.718750 Penalty: 3926.736572
	Iteration 9Q: 3 clusters Score -320472.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -320501.656250 Penalty: 3926.736572
	Iteration 10Q: 3 clusters Score -320501.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -320532.781250 Penalty: 3926.736572
	Iteration 11Q: 3 clusters Score -320532.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -320565.031250 Penalty: 3926.736572
	Iteration 12Q: 3 clusters Score -320565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -320592.156250 Penalty: 3926.736572
	Iteration 13Q: 3 clusters Score -320592.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -320619.906250 Penalty: 3926.736572
	Iteration 14Q: 3 clusters Score -320619.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -320646.562500 Penalty: 3926.736572
	Iteration 15Q: 3 clusters Score -320646.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -320673.718750 Penalty: 3926.736572
	Iteration 16Q: 3 clusters Score -320673.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -320698.500000 Penalty: 3926.736572
	Iteration 17Q: 3 clusters Score -320698.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -320728.187500 Penalty: 3926.736572
	Iteration 18Q: 3 clusters Score -320728.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -320748.562500 Penalty: 3926.736572
	Iteration 19Q: 3 clusters Score -320748.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -320775.281250 Penalty: 3926.736572
	Iteration 20F: 3 clusters Score -320775.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -320798.781250 Penalty: 3926.736572
	Iteration 21Q: 3 clusters Score -320798.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -320827.687500 Penalty: 3926.736572
	Iteration 22Q: 3 clusters Score -320827.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -320846.968750 Penalty: 3926.736572
	Iteration 23Q: 3 clusters Score -320847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -320857.062500 Penalty: 3926.736572
	Iteration 24Q: 3 clusters Score -320857.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -320864.062500 Penalty: 3926.736572
	Iteration 25Q: 3 clusters Score -320864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -320870.500000 Penalty: 3926.736572
	Iteration 26Q: 3 clusters Score -320870.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -320878.406250 Penalty: 3926.736572
	Iteration 27Q: 3 clusters Score -320878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -320891.843750 Penalty: 3926.736572
	Iteration 28Q: 3 clusters Score -320891.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -320900.218750 Penalty: 3926.736572
	Iteration 29Q: 3 clusters Score -320900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -320903.406250 Penalty: 3926.736572
	Iteration 30Q: 3 clusters Score -320903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -320907.312500 Penalty: 3926.736572
	Iteration 31Q: 3 clusters Score -320907.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -320911.500000 Penalty: 3926.736572
	Iteration 32Q: 3 clusters Score -320911.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -320916.906250 Penalty: 3926.736572
	Iteration 33Q: 3 clusters Score -320916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -320918.031250 Penalty: 3926.736572
	Iteration 34Q: 3 clusters Score -320918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -320918.562500 Penalty: 3926.736572
	Iteration 35Q: 3 clusters Score -320918.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -320920.625000 Penalty: 3926.736572
	Iteration 36Q: 3 clusters Score -320920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -320921.906250 Penalty: 3926.736572
	Iteration 37Q: 3 clusters Score -320921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -320923.281250 Penalty: 3926.736572
	Iteration 38Q: 3 clusters Score -320923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -320924.093750 Penalty: 3926.736572
	Iteration 39Q: 3 clusters Score -320924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -320925.343750 Penalty: 3926.736572
	Iteration 40F: 3 clusters Score -320925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -320927.875000 Penalty: 3926.736572
	Iteration 41Q: 3 clusters Score -320927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -320928.937500 Penalty: 3926.736572
	Iteration 42Q: 3 clusters Score -320928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -320930.218750 Penalty: 3926.736572
	Iteration 43Q: 3 clusters Score -320930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -320930.562500 Penalty: 3926.736572
	Iteration 44Q: 3 clusters Score -320930.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -320930.562500 Penalty: 3926.736572
	Iteration 45F: 3 clusters Score -320930.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Entering Unmasked Estep 
Score: -954646.187500 Penalty: 2221.749756
	Iteration 0F: 2 clusters Score -954646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -948416.187500 Penalty: 4443.499512
	Iteration 0F: 3 clusters Score -948416.2 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -950175.437500 Penalty: 4443.499512
	Iteration 1F: 3 clusters Score -950175.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -950476.250000 Penalty: 4443.499512
	Iteration 2F: 3 clusters Score -950476.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -950754.937500 Penalty: 4443.499512
	Iteration 3F: 3 clusters Score -950754.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -951030.625000 Penalty: 4443.499512
	Iteration 4F: 3 clusters Score -951030.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -951277.812500 Penalty: 4443.499512
	Iteration 5F: 3 clusters Score -951277.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -951521.375000 Penalty: 4443.499512
	Iteration 6Q: 3 clusters Score -951521.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -951748.812500 Penalty: 4443.499512
	Iteration 7Q: 3 clusters Score -951748.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -951916.875000 Penalty: 4443.499512
	Iteration 8Q: 3 clusters Score -951916.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -952021.500000 Penalty: 4443.499512
	Iteration 9Q: 3 clusters Score -952021.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -952103.250000 Penalty: 4443.499512
	Iteration 10Q: 3 clusters Score -952103.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -952169.750000 Penalty: 4443.499512
	Iteration 11Q: 3 clusters Score -952169.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -952216.062500 Penalty: 4443.499512
	Iteration 12Q: 3 clusters Score -952216.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -952256.312500 Penalty: 4443.499512
	Iteration 13Q: 3 clusters Score -952256.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -952285.437500 Penalty: 4443.499512
	Iteration 14Q: 3 clusters Score -952285.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -952311.000000 Penalty: 4443.499512
	Iteration 15Q: 3 clusters Score -952311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -952340.250000 Penalty: 4443.499512
	Iteration 16Q: 3 clusters Score -952340.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -952359.125000 Penalty: 4443.499512
	Iteration 17Q: 3 clusters Score -952359.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -952379.500000 Penalty: 4443.499512
	Iteration 18Q: 3 clusters Score -952379.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -952410.875000 Penalty: 4443.499512
	Iteration 19Q: 3 clusters Score -952410.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -952446.750000 Penalty: 4443.499512
	Iteration 20F: 3 clusters Score -952446.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -952501.500000 Penalty: 4443.499512
	Iteration 21Q: 3 clusters Score -952501.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -952562.875000 Penalty: 4443.499512
	Iteration 22Q: 3 clusters Score -952562.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -952621.625000 Penalty: 4443.499512
	Iteration 23Q: 3 clusters Score -952621.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -952688.312500 Penalty: 4443.499512
	Iteration 24Q: 3 clusters Score -952688.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -952749.062500 Penalty: 4443.499512
	Iteration 25Q: 3 clusters Score -952749.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -952799.875000 Penalty: 4443.499512
	Iteration 26Q: 3 clusters Score -952799.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -952851.312500 Penalty: 4443.499512
	Iteration 27Q: 3 clusters Score -952851.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -952885.187500 Penalty: 4443.499512
	Iteration 28Q: 3 clusters Score -952885.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -952928.500000 Penalty: 4443.499512
	Iteration 29Q: 3 clusters Score -952928.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -952970.625000 Penalty: 4443.499512
	Iteration 30Q: 3 clusters Score -952970.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -953018.437500 Penalty: 4443.499512
	Iteration 31Q: 3 clusters Score -953018.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -953085.937500 Penalty: 4443.499512
	Iteration 32Q: 3 clusters Score -953085.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -953177.312500 Penalty: 4443.499512
	Iteration 33Q: 3 clusters Score -953177.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -953293.312500 Penalty: 4443.499512
	Iteration 34Q: 3 clusters Score -953293.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -953366.437500 Penalty: 4443.499512
	Iteration 35Q: 3 clusters Score -953366.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -953415.437500 Penalty: 4443.499512
	Iteration 36Q: 3 clusters Score -953415.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -953437.750000 Penalty: 4443.499512
	Iteration 37Q: 3 clusters Score -953437.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -953448.562500 Penalty: 4443.499512
	Iteration 38Q: 3 clusters Score -953448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -953456.687500 Penalty: 4443.499512
	Iteration 39Q: 3 clusters Score -953456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -953460.187500 Penalty: 4443.499512
	Iteration 40F: 3 clusters Score -953460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -953460.250000 Penalty: 4443.499512
	Iteration 41Q: 3 clusters Score -953460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -953459.875000 Penalty: 4443.499512
	Iteration 42Q: 3 clusters Score -953459.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -953459.875000 Penalty: 4443.499512
	Iteration 43F: 3 clusters Score -953459.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Entering Unmasked Estep 
Score: -593038.125000 Penalty: 2199.715332
	Iteration 0F: 2 clusters Score -593038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -587212.937500 Penalty: 4399.430664
	Iteration 0F: 3 clusters Score -587212.9 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -589062.375000 Penalty: 4399.430664
	Iteration 1F: 3 clusters Score -589062.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -589615.812500 Penalty: 4399.430664
	Iteration 2F: 3 clusters Score -589615.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -590096.250000 Penalty: 4399.430664
	Iteration 3F: 3 clusters Score -590096.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -590550.437500 Penalty: 4399.430664
	Iteration 4F: 3 clusters Score -590550.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -590914.062500 Penalty: 4399.430664
	Iteration 5F: 3 clusters Score -590914.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -591166.250000 Penalty: 4399.430664
	Iteration 6Q: 3 clusters Score -591166.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -591367.875000 Penalty: 4399.430664
	Iteration 7Q: 3 clusters Score -591367.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -591522.500000 Penalty: 4399.430664
	Iteration 8Q: 3 clusters Score -591522.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -591622.500000 Penalty: 4399.430664
	Iteration 9Q: 3 clusters Score -591622.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -591691.375000 Penalty: 4399.430664
	Iteration 10Q: 3 clusters Score -591691.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -591758.500000 Penalty: 4399.430664
	Iteration 11Q: 3 clusters Score -591758.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -591835.375000 Penalty: 4399.430664
	Iteration 12Q: 3 clusters Score -591835.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -591914.937500 Penalty: 4399.430664
	Iteration 13Q: 3 clusters Score -591914.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -591983.812500 Penalty: 4399.430664
	Iteration 14Q: 3 clusters Score -591983.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -592055.625000 Penalty: 4399.430664
	Iteration 15Q: 3 clusters Score -592055.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -592113.250000 Penalty: 4399.430664
	Iteration 16Q: 3 clusters Score -592113.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -592149.750000 Penalty: 4399.430664
	Iteration 17Q: 3 clusters Score -592149.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -592172.125000 Penalty: 4399.430664
	Iteration 18Q: 3 clusters Score -592172.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -592188.062500 Penalty: 4399.430664
	Iteration 19Q: 3 clusters Score -592188.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -592202.437500 Penalty: 4399.430664
	Iteration 20F: 3 clusters Score -592202.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -592214.062500 Penalty: 4399.430664
	Iteration 21Q: 3 clusters Score -592214.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -592220.250000 Penalty: 4399.430664
	Iteration 22Q: 3 clusters Score -592220.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -592228.312500 Penalty: 4399.430664
	Iteration 23Q: 3 clusters Score -592228.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -592237.062500 Penalty: 4399.430664
	Iteration 24Q: 3 clusters Score -592237.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -592239.687500 Penalty: 4399.430664
	Iteration 25Q: 3 clusters Score -592239.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -592245.437500 Penalty: 4399.430664
	Iteration 26Q: 3 clusters Score -592245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -592247.437500 Penalty: 4399.430664
	Iteration 27Q: 3 clusters Score -592247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -592246.625000 Penalty: 4399.430664
	Iteration 28Q: 3 clusters Score -592246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -592246.937500 Penalty: 4399.430664
	Iteration 29Q: 3 clusters Score -592246.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -592247.375000 Penalty: 4399.430664
	Iteration 30Q: 3 clusters Score -592247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -592247.375000 Penalty: 4399.430664
	Iteration 31F: 3 clusters Score -592247.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Entering Unmasked Estep 
Score: -611922.562500 Penalty: 2116.883057
	Iteration 0F: 2 clusters Score -611922.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -607280.750000 Penalty: 4233.766113
	Iteration 0F: 3 clusters Score -607280.8 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -608357.562500 Penalty: 4233.766113
	Iteration 1F: 3 clusters Score -608357.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -608654.437500 Penalty: 4233.766113
	Iteration 2F: 3 clusters Score -608654.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -608850.250000 Penalty: 4233.766113
	Iteration 3F: 3 clusters Score -608850.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -609019.312500 Penalty: 4233.766113
	Iteration 4Q: 3 clusters Score -609019.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -609165.812500 Penalty: 4233.766113
	Iteration 5Q: 3 clusters Score -609165.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -609298.312500 Penalty: 4233.766113
	Iteration 6Q: 3 clusters Score -609298.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -609416.437500 Penalty: 4233.766113
	Iteration 7Q: 3 clusters Score -609416.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -609576.000000 Penalty: 4233.766113
	Iteration 8Q: 3 clusters Score -609576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -609760.687500 Penalty: 4233.766113
	Iteration 9Q: 3 clusters Score -609760.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -609954.750000 Penalty: 4233.766113
	Iteration 10Q: 3 clusters Score -609954.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -610110.562500 Penalty: 4233.766113
	Iteration 11Q: 3 clusters Score -610110.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -610279.250000 Penalty: 4233.766113
	Iteration 12Q: 3 clusters Score -610279.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -610429.250000 Penalty: 4233.766113
	Iteration 13Q: 3 clusters Score -610429.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -610546.625000 Penalty: 4233.766113
	Iteration 14Q: 3 clusters Score -610546.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -610667.250000 Penalty: 4233.766113
	Iteration 15Q: 3 clusters Score -610667.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -610754.125000 Penalty: 4233.766113
	Iteration 16Q: 3 clusters Score -610754.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -610824.062500 Penalty: 4233.766113
	Iteration 17Q: 3 clusters Score -610824.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -610868.500000 Penalty: 4233.766113
	Iteration 18Q: 3 clusters Score -610868.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -610900.062500 Penalty: 4233.766113
	Iteration 19Q: 3 clusters Score -610900.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -610926.312500 Penalty: 4233.766113
	Iteration 20F: 3 clusters Score -610926.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -610964.562500 Penalty: 4233.766113
	Iteration 21Q: 3 clusters Score -610964.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -610998.562500 Penalty: 4233.766113
	Iteration 22Q: 3 clusters Score -610998.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -611033.812500 Penalty: 4233.766113
	Iteration 23Q: 3 clusters Score -611033.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -611071.625000 Penalty: 4233.766113
	Iteration 24Q: 3 clusters Score -611071.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -611107.625000 Penalty: 4233.766113
	Iteration 25Q: 3 clusters Score -611107.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -611155.687500 Penalty: 4233.766113
	Iteration 26Q: 3 clusters Score -611155.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -611199.687500 Penalty: 4233.766113
	Iteration 27Q: 3 clusters Score -611199.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -611257.937500 Penalty: 4233.766113
	Iteration 28Q: 3 clusters Score -611257.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -611346.687500 Penalty: 4233.766113
	Iteration 29Q: 3 clusters Score -611346.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -611520.437500 Penalty: 4233.766113
	Iteration 30Q: 3 clusters Score -611520.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -611848.437500 Penalty: 4233.766113
	Iteration 31Q: 3 clusters Score -611848.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -612080.562500 Penalty: 4233.766113
	Iteration 32Q: 3 clusters Score -612080.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -612149.250000 Penalty: 4233.766113
	Iteration 33Q: 3 clusters Score -612149.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -612179.937500 Penalty: 4233.766113
	Iteration 34Q: 3 clusters Score -612179.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -612190.687500 Penalty: 4233.766113
	Iteration 35Q: 3 clusters Score -612190.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -612199.937500 Penalty: 4233.766113
	Iteration 36Q: 3 clusters Score -612199.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -612206.312500 Penalty: 4233.766113
	Iteration 37Q: 3 clusters Score -612206.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -612211.875000 Penalty: 4233.766113
	Iteration 38Q: 3 clusters Score -612211.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -612215.812500 Penalty: 4233.766113
	Iteration 39Q: 3 clusters Score -612215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -612216.187500 Penalty: 4233.766113
	Iteration 40F: 3 clusters Score -612216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38735 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 11539 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 14887 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 6501 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 3433 members 
Mstep: Class 26 contains 12710 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 15894 members 
Mstep: Class 31 contains 11752 members 
Mstep: Class 32 contains 1661 members 
Entering Unmasked Estep 
Score: -35690696.000000 Penalty: 100627.492188
Splitting cluster 25 changes total score from -35687668.000000 to -35690696.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (12710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Entering Unmasked Estep 
Score: -1525470.000000 Penalty: 2343.635986
	Iteration 0F: 2 clusters Score -1525470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1516112.000000 Penalty: 4687.271973
	Iteration 0F: 3 clusters Score -1516112 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1519103.750000 Penalty: 4687.271973
	Iteration 1F: 3 clusters Score -1519104 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1519563.500000 Penalty: 4687.271973
	Iteration 2F: 3 clusters Score -1519564 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1519956.125000 Penalty: 4687.271973
	Iteration 3F: 3 clusters Score -1519956 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1520344.625000 Penalty: 4687.271973
	Iteration 4F: 3 clusters Score -1520345 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1520755.000000 Penalty: 4687.271973
	Iteration 5F: 3 clusters Score -1520755 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1521228.375000 Penalty: 4687.271973
	Iteration 6F: 3 clusters Score -1521228 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1521767.875000 Penalty: 4687.271973
	Iteration 7F: 3 clusters Score -1521768 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1522349.000000 Penalty: 4687.271973
	Iteration 8F: 3 clusters Score -1522349 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1523011.125000 Penalty: 4687.271973
	Iteration 9Q: 3 clusters Score -1523011 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1523789.250000 Penalty: 4687.271973
	Iteration 10Q: 3 clusters Score -1523789 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1524790.000000 Penalty: 4687.271973
	Iteration 11Q: 3 clusters Score -1524790 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1525745.250000 Penalty: 4687.271973
	Iteration 12Q: 3 clusters Score -1525745 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1526418.875000 Penalty: 4687.271973
	Iteration 13Q: 3 clusters Score -1526419 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1527112.750000 Penalty: 4687.271973
	Iteration 14Q: 3 clusters Score -1527113 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1527807.000000 Penalty: 4687.271973
	Iteration 15Q: 3 clusters Score -1527807 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1528197.250000 Penalty: 4687.271973
	Iteration 16Q: 3 clusters Score -1528197 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1528299.500000 Penalty: 4687.271973
	Iteration 17Q: 3 clusters Score -1528300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1528314.500000 Penalty: 4687.271973
	Iteration 18Q: 3 clusters Score -1528314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1528324.875000 Penalty: 4687.271973
	Iteration 19Q: 3 clusters Score -1528325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1528326.375000 Penalty: 4687.271973
	Iteration 20F: 3 clusters Score -1528326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1528327.875000 Penalty: 4687.271973
	Iteration 21Q: 3 clusters Score -1528328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1528327.000000 Penalty: 4687.271973
	Iteration 22Q: 3 clusters Score -1528327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1528324.250000 Penalty: 4687.271973
	Iteration 23Q: 3 clusters Score -1528324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1528323.875000 Penalty: 4687.271973
	Iteration 24Q: 3 clusters Score -1528324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1528323.875000 Penalty: 4687.271973
	Iteration 25F: 3 clusters Score -1528324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38735 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 11539 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 14887 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 6501 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 3433 members 
Mstep: Class 26 contains 6996 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 15894 members 
Mstep: Class 31 contains 11752 members 
Mstep: Class 32 contains 1661 members 
Mstep: Class 33 contains 5714 members 
Entering Unmasked Estep 
Score: -35692868.000000 Penalty: 103772.101562
Splitting cluster 26 changes total score from -35687668.000000 to -35692868.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 27 (8478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Entering Unmasked Estep 
Score: -962434.875000 Penalty: 2243.217041
	Iteration 0F: 2 clusters Score -962434.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -955720.312500 Penalty: 4486.434082
	Iteration 0F: 3 clusters Score -955720.3 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -957727.500000 Penalty: 4486.434082
	Iteration 1F: 3 clusters Score -957727.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -958113.937500 Penalty: 4486.434082
	Iteration 2F: 3 clusters Score -958113.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -958380.062500 Penalty: 4486.434082
	Iteration 3F: 3 clusters Score -958380.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -958606.437500 Penalty: 4486.434082
	Iteration 4Q: 3 clusters Score -958606.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -958811.687500 Penalty: 4486.434082
	Iteration 5Q: 3 clusters Score -958811.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -958979.125000 Penalty: 4486.434082
	Iteration 6Q: 3 clusters Score -958979.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -959136.625000 Penalty: 4486.434082
	Iteration 7Q: 3 clusters Score -959136.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -959268.375000 Penalty: 4486.434082
	Iteration 8Q: 3 clusters Score -959268.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -959390.687500 Penalty: 4486.434082
	Iteration 9Q: 3 clusters Score -959390.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -959526.562500 Penalty: 4486.434082
	Iteration 10Q: 3 clusters Score -959526.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -959644.562500 Penalty: 4486.434082
	Iteration 11Q: 3 clusters Score -959644.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -959768.312500 Penalty: 4486.434082
	Iteration 12Q: 3 clusters Score -959768.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -959905.250000 Penalty: 4486.434082
	Iteration 13Q: 3 clusters Score -959905.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -960010.562500 Penalty: 4486.434082
	Iteration 14Q: 3 clusters Score -960010.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -960099.375000 Penalty: 4486.434082
	Iteration 15Q: 3 clusters Score -960099.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -960175.125000 Penalty: 4486.434082
	Iteration 16Q: 3 clusters Score -960175.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -960246.562500 Penalty: 4486.434082
	Iteration 17Q: 3 clusters Score -960246.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -960305.125000 Penalty: 4486.434082
	Iteration 18Q: 3 clusters Score -960305.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -960361.312500 Penalty: 4486.434082
	Iteration 19Q: 3 clusters Score -960361.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -960419.125000 Penalty: 4486.434082
	Iteration 20F: 3 clusters Score -960419.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -960483.000000 Penalty: 4486.434082
	Iteration 21Q: 3 clusters Score -960483 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -960521.562500 Penalty: 4486.434082
	Iteration 22Q: 3 clusters Score -960521.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -960551.187500 Penalty: 4486.434082
	Iteration 23Q: 3 clusters Score -960551.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -960568.062500 Penalty: 4486.434082
	Iteration 24Q: 3 clusters Score -960568.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -960581.500000 Penalty: 4486.434082
	Iteration 25Q: 3 clusters Score -960581.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -960591.625000 Penalty: 4486.434082
	Iteration 26Q: 3 clusters Score -960591.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -960601.875000 Penalty: 4486.434082
	Iteration 27Q: 3 clusters Score -960601.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -960613.187500 Penalty: 4486.434082
	Iteration 28Q: 3 clusters Score -960613.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -960619.187500 Penalty: 4486.434082
	Iteration 29Q: 3 clusters Score -960619.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -960624.625000 Penalty: 4486.434082
	Iteration 30Q: 3 clusters Score -960624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -960628.875000 Penalty: 4486.434082
	Iteration 31Q: 3 clusters Score -960628.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -960634.562500 Penalty: 4486.434082
	Iteration 32Q: 3 clusters Score -960634.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -960639.250000 Penalty: 4486.434082
	Iteration 33Q: 3 clusters Score -960639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -960642.750000 Penalty: 4486.434082
	Iteration 34Q: 3 clusters Score -960642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -960645.187500 Penalty: 4486.434082
	Iteration 35Q: 3 clusters Score -960645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -960649.875000 Penalty: 4486.434082
	Iteration 36Q: 3 clusters Score -960649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -960651.062500 Penalty: 4486.434082
	Iteration 37Q: 3 clusters Score -960651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -960654.375000 Penalty: 4486.434082
	Iteration 38Q: 3 clusters Score -960654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -960655.812500 Penalty: 4486.434082
	Iteration 39Q: 3 clusters Score -960655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -960658.312500 Penalty: 4486.434082
	Iteration 40F: 3 clusters Score -960658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -960657.937500 Penalty: 4486.434082
	Iteration 41Q: 3 clusters Score -960657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -960657.250000 Penalty: 4486.434082
	Iteration 42Q: 3 clusters Score -960657.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -960657.250000 Penalty: 4486.434082
	Iteration 43F: 3 clusters Score -960657.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -702388.625000 Penalty: 2156.858887
	Iteration 0F: 2 clusters Score -702388.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -697263.812500 Penalty: 4313.717773
	Iteration 0F: 3 clusters Score -697263.8 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -698561.437500 Penalty: 4313.717773
	Iteration 1F: 3 clusters Score -698561.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -698850.375000 Penalty: 4313.717773
	Iteration 2F: 3 clusters Score -698850.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -699073.312500 Penalty: 4313.717773
	Iteration 3F: 3 clusters Score -699073.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -699240.562500 Penalty: 4313.717773
	Iteration 4Q: 3 clusters Score -699240.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -699420.312500 Penalty: 4313.717773
	Iteration 5Q: 3 clusters Score -699420.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -699584.687500 Penalty: 4313.717773
	Iteration 6Q: 3 clusters Score -699584.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -699748.750000 Penalty: 4313.717773
	Iteration 7Q: 3 clusters Score -699748.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -699891.437500 Penalty: 4313.717773
	Iteration 8Q: 3 clusters Score -699891.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -700011.937500 Penalty: 4313.717773
	Iteration 9Q: 3 clusters Score -700011.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -700116.437500 Penalty: 4313.717773
	Iteration 10Q: 3 clusters Score -700116.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -700224.812500 Penalty: 4313.717773
	Iteration 11Q: 3 clusters Score -700224.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -700339.000000 Penalty: 4313.717773
	Iteration 12Q: 3 clusters Score -700339 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -700438.562500 Penalty: 4313.717773
	Iteration 13Q: 3 clusters Score -700438.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -700520.625000 Penalty: 4313.717773
	Iteration 14Q: 3 clusters Score -700520.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -700588.437500 Penalty: 4313.717773
	Iteration 15Q: 3 clusters Score -700588.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -700641.437500 Penalty: 4313.717773
	Iteration 16Q: 3 clusters Score -700641.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -700692.562500 Penalty: 4313.717773
	Iteration 17Q: 3 clusters Score -700692.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -700730.562500 Penalty: 4313.717773
	Iteration 18Q: 3 clusters Score -700730.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -700758.812500 Penalty: 4313.717773
	Iteration 19Q: 3 clusters Score -700758.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -700773.937500 Penalty: 4313.717773
	Iteration 20F: 3 clusters Score -700773.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -700789.312500 Penalty: 4313.717773
	Iteration 21Q: 3 clusters Score -700789.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -700798.250000 Penalty: 4313.717773
	Iteration 22Q: 3 clusters Score -700798.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -700810.312500 Penalty: 4313.717773
	Iteration 23Q: 3 clusters Score -700810.3 nChanged 23
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: -700820.437500 Penalty: 4313.717773
	Iteration 24Q: 3 clusters Score -700820.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -700830.187500 Penalty: 4313.717773
	Iteration 25Q: 3 clusters Score -700830.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -700841.750000 Penalty: 4313.717773
	Iteration 26Q: 3 clusters Score -700841.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -700856.187500 Penalty: 4313.717773
	Iteration 27Q: 3 clusters Score -700856.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -700872.250000 Penalty: 4313.717773
	Iteration 28Q: 3 clusters Score -700872.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -700887.125000 Penalty: 4313.717773
	Iteration 29Q: 3 clusters Score -700887.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -700900.250000 Penalty: 4313.717773
	Iteration 30Q: 3 clusters Score -700900.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -700912.125000 Penalty: 4313.717773
	Iteration 31Q: 3 clusters Score -700912.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -700920.000000 Penalty: 4313.717773
	Iteration 32Q: 3 clusters Score -700920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -700927.437500 Penalty: 4313.717773
	Iteration 33Q: 3 clusters Score -700927.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -700935.937500 Penalty: 4313.717773
	Iteration 34Q: 3 clusters Score -700935.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -700941.500000 Penalty: 4313.717773
	Iteration 35Q: 3 clusters Score -700941.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -700947.750000 Penalty: 4313.717773
	Iteration 36Q: 3 clusters Score -700947.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -700955.312500 Penalty: 4313.717773
	Iteration 37Q: 3 clusters Score -700955.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -700963.125000 Penalty: 4313.717773
	Iteration 38Q: 3 clusters Score -700963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -700968.000000 Penalty: 4313.717773
	Iteration 39Q: 3 clusters Score -700968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -700974.750000 Penalty: 4313.717773
	Iteration 40F: 3 clusters Score -700974.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -700980.312500 Penalty: 4313.717773
	Iteration 41Q: 3 clusters Score -700980.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -700984.437500 Penalty: 4313.717773
	Iteration 42Q: 3 clusters Score -700984.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -700988.187500 Penalty: 4313.717773
	Iteration 43Q: 3 clusters Score -700988.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -700995.812500 Penalty: 4313.717773
	Iteration 44Q: 3 clusters Score -700995.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -701002.000000 Penalty: 4313.717773
	Iteration 45Q: 3 clusters Score -701002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -701006.812500 Penalty: 4313.717773
	Iteration 46Q: 3 clusters Score -701006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -701014.000000 Penalty: 4313.717773
	Iteration 47Q: 3 clusters Score -701014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -701017.937500 Penalty: 4313.717773
	Iteration 48Q: 3 clusters Score -701017.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -701024.437500 Penalty: 4313.717773
	Iteration 49Q: 3 clusters Score -701024.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -701030.312500 Penalty: 4313.717773
	Iteration 50Q: 3 clusters Score -701030.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -701036.062500 Penalty: 4313.717773
	Iteration 51Q: 3 clusters Score -701036.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -701043.500000 Penalty: 4313.717773
	Iteration 52Q: 3 clusters Score -701043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -701050.375000 Penalty: 4313.717773
	Iteration 53Q: 3 clusters Score -701050.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -701055.437500 Penalty: 4313.717773
	Iteration 54Q: 3 clusters Score -701055.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -701060.375000 Penalty: 4313.717773
	Iteration 55Q: 3 clusters Score -701060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -701064.187500 Penalty: 4313.717773
	Iteration 56Q: 3 clusters Score -701064.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -701067.375000 Penalty: 4313.717773
	Iteration 57Q: 3 clusters Score -701067.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -701072.500000 Penalty: 4313.717773
	Iteration 58Q: 3 clusters Score -701072.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -701074.500000 Penalty: 4313.717773
	Iteration 59Q: 3 clusters Score -701074.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -701075.812500 Penalty: 4313.717773
	Iteration 60F: 3 clusters Score -701075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -701079.625000 Penalty: 4313.717773
	Iteration 61Q: 3 clusters Score -701079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -701085.000000 Penalty: 4313.717773
	Iteration 62Q: 3 clusters Score -701085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -701090.875000 Penalty: 4313.717773
	Iteration 63Q: 3 clusters Score -701090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -701101.187500 Penalty: 4313.717773
	Iteration 64Q: 3 clusters Score -701101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -701105.750000 Penalty: 4313.717773
	Iteration 65Q: 3 clusters Score -701105.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -701108.875000 Penalty: 4313.717773
	Iteration 66Q: 3 clusters Score -701108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -701113.812500 Penalty: 4313.717773
	Iteration 67Q: 3 clusters Score -701113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -701115.562500 Penalty: 4313.717773
	Iteration 68Q: 3 clusters Score -701115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -701117.187500 Penalty: 4313.717773
	Iteration 69Q: 3 clusters Score -701117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -701119.000000 Penalty: 4313.717773
	Iteration 70Q: 3 clusters Score -701119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -701118.125000 Penalty: 4313.717773
	Iteration 71Q: 3 clusters Score -701118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -701118.125000 Penalty: 4313.717773
	Iteration 72F: 3 clusters Score -701118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38735 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 11539 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 11084 members 
Mstep: Class 11 contains 26666 members 
Mstep: Class 12 contains 14887 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 14 contains 11454 members 
Mstep: Class 15 contains 891 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 6501 members 
Mstep: Class 18 contains 21095 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 17103 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 7775 members 
Mstep: Class 24 contains 7114 members 
Mstep: Class 25 contains 3433 members 
Mstep: Class 26 contains 6996 members 
Mstep: Class 27 contains 8478 members 
Mstep: Class 28 contains 5985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35695916.000000 Penalty: 103772.101562
Iteration 79Q: 34 clusters Score -3.569592e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 39077 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 11621 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 14145 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 10332 members 
Mstep: Class 10 contains 11223 members 
Mstep: Class 11 contains 26667 members 
Mstep: Class 12 contains 14903 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 11460 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 21070 members 
Mstep: Class 19 contains 29007 members 
Mstep: Class 20 contains 17033 members 
Mstep: Class 21 contains 808 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 7803 members 
Mstep: Class 24 contains 7116 members 
Mstep: Class 25 contains 3637 members 
Mstep: Class 26 contains 7282 members 
Mstep: Class 27 contains 8185 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 4977 members 
Mstep: Class 30 contains 15488 members 
Mstep: Class 31 contains 10978 members 
Mstep: Class 32 contains 1593 members 
Mstep: Class 33 contains 5621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698336.000000 Penalty: 103772.101562
Iteration 80F: 34 clusters Score -3.569834e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 39128 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 5251 members 
Mstep: Class 5 contains 11493 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 14095 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 10344 members 
Mstep: Class 10 contains 11046 members 
Mstep: Class 11 contains 26672 members 
Mstep: Class 12 contains 14910 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 14 contains 11485 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 6879 members 
Mstep: Class 18 contains 21038 members 
Mstep: Class 19 contains 28827 members 
Mstep: Class 20 contains 16943 members 
Mstep: Class 21 contains 806 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 7123 members 
Mstep: Class 25 contains 3730 members 
Mstep: Class 26 contains 7388 members 
Mstep: Class 27 contains 8007 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5048 members 
Mstep: Class 30 contains 15610 members 
Mstep: Class 31 contains 11005 members 
Mstep: Class 32 contains 1586 members 
Mstep: Class 33 contains 5772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699128.000000 Penalty: 103772.101562
Iteration 81Q: 34 clusters Score -3.569913e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 39182 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 11412 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 14096 members 
Mstep: Class 8 contains 5656 members 
Mstep: Class 9 contains 10342 members 
Mstep: Class 10 contains 10970 members 
Mstep: Class 11 contains 26680 members 
Mstep: Class 12 contains 14915 members 
Mstep: Class 13 contains 2381 members 
Mstep: Class 14 contains 11484 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 7005 members 
Mstep: Class 18 contains 20994 members 
Mstep: Class 19 contains 28727 members 
Mstep: Class 20 contains 16868 members 
Mstep: Class 21 contains 801 members 
Mstep: Class 22 contains 2724 members 
Mstep: Class 23 contains 7798 members 
Mstep: Class 24 contains 7130 members 
Mstep: Class 25 contains 3823 members 
Mstep: Class 26 contains 7480 members 
Mstep: Class 27 contains 7876 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 5076 members 
Mstep: Class 30 contains 15625 members 
Mstep: Class 31 contains 10964 members 
Mstep: Class 32 contains 1566 members 
Mstep: Class 33 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699476.000000 Penalty: 103772.101562
Iteration 82Q: 34 clusters Score -3.569948e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 39235 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 5250 members 
Mstep: Class 5 contains 11344 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 14103 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 10336 members 
Mstep: Class 10 contains 10917 members 
Mstep: Class 11 contains 26697 members 
Mstep: Class 12 contains 14914 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 11486 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 7112 members 
Mstep: Class 18 contains 20940 members 
Mstep: Class 19 contains 28655 members 
Mstep: Class 20 contains 16812 members 
Mstep: Class 21 contains 795 members 
Mstep: Class 22 contains 2721 members 
Mstep: Class 23 contains 7789 members 
Mstep: Class 24 contains 7134 members 
Mstep: Class 25 contains 3892 members 
Mstep: Class 26 contains 7555 members 
Mstep: Class 27 contains 7761 members 
Mstep: Class 28 contains 5988 members 
Mstep: Class 29 contains 5098 members 
Mstep: Class 30 contains 15648 members 
Mstep: Class 31 contains 10948 members 
Mstep: Class 32 contains 1551 members 
Mstep: Class 33 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699640.000000 Penalty: 103772.101562
Iteration 83Q: 34 clusters Score -3.569964e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 39247 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 14085 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 10334 members 
Mstep: Class 10 contains 10896 members 
Mstep: Class 11 contains 26716 members 
Mstep: Class 12 contains 14912 members 
Mstep: Class 13 contains 2417 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 894 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 7201 members 
Mstep: Class 18 contains 20886 members 
Mstep: Class 19 contains 28646 members 
Mstep: Class 20 contains 16782 members 
Mstep: Class 21 contains 793 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 7788 members 
Mstep: Class 24 contains 7135 members 
Mstep: Class 25 contains 3951 members 
Mstep: Class 26 contains 7606 members 
Mstep: Class 27 contains 7677 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 15666 members 
Mstep: Class 31 contains 10914 members 
Mstep: Class 32 contains 1542 members 
Mstep: Class 33 contains 5866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699760.000000 Penalty: 103772.101562
Iteration 84Q: 34 clusters Score -3.569976e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 39282 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 11245 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 14082 members 
Mstep: Class 8 contains 5851 members 
Mstep: Class 9 contains 10325 members 
Mstep: Class 10 contains 10876 members 
Mstep: Class 11 contains 26726 members 
Mstep: Class 12 contains 14915 members 
Mstep: Class 13 contains 2426 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 896 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 20835 members 
Mstep: Class 19 contains 28673 members 
Mstep: Class 20 contains 16746 members 
Mstep: Class 21 contains 792 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 7785 members 
Mstep: Class 24 contains 7133 members 
Mstep: Class 25 contains 3995 members 
Mstep: Class 26 contains 7659 members 
Mstep: Class 27 contains 7609 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5110 members 
Mstep: Class 30 contains 15674 members 
Mstep: Class 31 contains 10850 members 
Mstep: Class 32 contains 1537 members 
Mstep: Class 33 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699796.000000 Penalty: 103772.101562
Iteration 85Q: 34 clusters Score -3.56998e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 39304 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 5251 members 
Mstep: Class 5 contains 11210 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 14088 members 
Mstep: Class 8 contains 5905 members 
Mstep: Class 9 contains 10318 members 
Mstep: Class 10 contains 10861 members 
Mstep: Class 11 contains 26741 members 
Mstep: Class 12 contains 14921 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 7322 members 
Mstep: Class 18 contains 20791 members 
Mstep: Class 19 contains 28698 members 
Mstep: Class 20 contains 16705 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 7788 members 
Mstep: Class 24 contains 7134 members 
Mstep: Class 25 contains 4040 members 
Mstep: Class 26 contains 7702 members 
Mstep: Class 27 contains 7535 members 
Mstep: Class 28 contains 5996 members 
Mstep: Class 29 contains 5112 members 
Mstep: Class 30 contains 15680 members 
Mstep: Class 31 contains 10795 members 
Mstep: Class 32 contains 1525 members 
Mstep: Class 33 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699916.000000 Penalty: 103772.101562
Iteration 86Q: 34 clusters Score -3.569992e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 39313 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 5253 members 
Mstep: Class 5 contains 11169 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 14088 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 10855 members 
Mstep: Class 11 contains 26756 members 
Mstep: Class 12 contains 14922 members 
Mstep: Class 13 contains 2433 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 20737 members 
Mstep: Class 19 contains 28750 members 
Mstep: Class 20 contains 16673 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 7136 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 7737 members 
Mstep: Class 27 contains 7475 members 
Mstep: Class 28 contains 5997 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 15683 members 
Mstep: Class 31 contains 10756 members 
Mstep: Class 32 contains 1524 members 
Mstep: Class 33 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700104.000000 Penalty: 103772.101562
Iteration 87Q: 34 clusters Score -3.57001e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 39324 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 5253 members 
Mstep: Class 5 contains 11131 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 14085 members 
Mstep: Class 8 contains 5977 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 10844 members 
Mstep: Class 11 contains 26763 members 
Mstep: Class 12 contains 14923 members 
Mstep: Class 13 contains 2434 members 
Mstep: Class 14 contains 11464 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 7412 members 
Mstep: Class 18 contains 20692 members 
Mstep: Class 19 contains 28792 members 
Mstep: Class 20 contains 16648 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 7791 members 
Mstep: Class 24 contains 7137 members 
Mstep: Class 25 contains 4107 members 
Mstep: Class 26 contains 7763 members 
Mstep: Class 27 contains 7427 members 
Mstep: Class 28 contains 5999 members 
Mstep: Class 29 contains 5115 members 
Mstep: Class 30 contains 15690 members 
Mstep: Class 31 contains 10731 members 
Mstep: Class 32 contains 1520 members 
Mstep: Class 33 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700152.000000 Penalty: 103772.101562
Iteration 88Q: 34 clusters Score -3.570015e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 39345 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 5253 members 
Mstep: Class 5 contains 11098 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 14072 members 
Mstep: Class 8 contains 6006 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 10837 members 
Mstep: Class 11 contains 26769 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 11463 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 20651 members 
Mstep: Class 19 contains 28839 members 
Mstep: Class 20 contains 16633 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 2723 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 7139 members 
Mstep: Class 25 contains 4131 members 
Mstep: Class 26 contains 7778 members 
Mstep: Class 27 contains 7385 members 
Mstep: Class 28 contains 6002 members 
Mstep: Class 29 contains 5116 members 
Mstep: Class 30 contains 15695 members 
Mstep: Class 31 contains 10699 members 
Mstep: Class 32 contains 1519 members 
Mstep: Class 33 contains 5892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700292.000000 Penalty: 103772.101562
Iteration 89Q: 34 clusters Score -3.570029e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39354 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 5253 members 
Mstep: Class 5 contains 11064 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 14071 members 
Mstep: Class 8 contains 6031 members 
Mstep: Class 9 contains 10310 members 
Mstep: Class 10 contains 10830 members 
Mstep: Class 11 contains 26779 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11455 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 20620 members 
Mstep: Class 19 contains 28882 members 
Mstep: Class 20 contains 16611 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 7142 members 
Mstep: Class 25 contains 4154 members 
Mstep: Class 26 contains 7794 members 
Mstep: Class 27 contains 7350 members 
Mstep: Class 28 contains 6004 members 
Mstep: Class 29 contains 5116 members 
Mstep: Class 30 contains 15689 members 
Mstep: Class 31 contains 10676 members 
Mstep: Class 32 contains 1516 members 
Mstep: Class 33 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700412.000000 Penalty: 103772.101562
Iteration 90Q: 34 clusters Score -3.570041e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39362 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5251 members 
Mstep: Class 5 contains 11029 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 14062 members 
Mstep: Class 8 contains 6049 members 
Mstep: Class 9 contains 10309 members 
Mstep: Class 10 contains 10826 members 
Mstep: Class 11 contains 26783 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11446 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 7495 members 
Mstep: Class 18 contains 20598 members 
Mstep: Class 19 contains 28934 members 
Mstep: Class 20 contains 16598 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 7144 members 
Mstep: Class 25 contains 4170 members 
Mstep: Class 26 contains 7809 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 6007 members 
Mstep: Class 29 contains 5116 members 
Mstep: Class 30 contains 15690 members 
Mstep: Class 31 contains 10653 members 
Mstep: Class 32 contains 1513 members 
Mstep: Class 33 contains 5899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700380.000000 Penalty: 103772.101562
Iteration 91Q: 34 clusters Score -3.570038e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39363 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 5250 members 
Mstep: Class 5 contains 11003 members 
Mstep: Class 6 contains 2479 members 
Mstep: Class 7 contains 14063 members 
Mstep: Class 8 contains 6067 members 
Mstep: Class 9 contains 10309 members 
Mstep: Class 10 contains 10822 members 
Mstep: Class 11 contains 26792 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 7516 members 
Mstep: Class 18 contains 20581 members 
Mstep: Class 19 contains 28973 members 
Mstep: Class 20 contains 16584 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 7146 members 
Mstep: Class 25 contains 4184 members 
Mstep: Class 26 contains 7825 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 6007 members 
Mstep: Class 29 contains 5117 members 
Mstep: Class 30 contains 15694 members 
Mstep: Class 31 contains 10627 members 
Mstep: Class 32 contains 1510 members 
Mstep: Class 33 contains 5904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700416.000000 Penalty: 103772.101562
Iteration 92Q: 34 clusters Score -3.570042e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 39348 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5247 members 
Mstep: Class 5 contains 10976 members 
Mstep: Class 6 contains 2480 members 
Mstep: Class 7 contains 14058 members 
Mstep: Class 8 contains 6084 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 10818 members 
Mstep: Class 11 contains 26800 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3265 members 
Mstep: Class 17 contains 7541 members 
Mstep: Class 18 contains 20560 members 
Mstep: Class 19 contains 29035 members 
Mstep: Class 20 contains 16568 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 2725 members 
Mstep: Class 23 contains 7796 members 
Mstep: Class 24 contains 7147 members 
Mstep: Class 25 contains 4199 members 
Mstep: Class 26 contains 7842 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 6008 members 
Mstep: Class 29 contains 5117 members 
Mstep: Class 30 contains 15697 members 
Mstep: Class 31 contains 10605 members 
Mstep: Class 32 contains 1508 members 
Mstep: Class 33 contains 5905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700436.000000 Penalty: 103772.101562
Iteration 93Q: 34 clusters Score -3.570044e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 39332 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14053 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 10306 members 
Mstep: Class 10 contains 10811 members 
Mstep: Class 11 contains 26810 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11436 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 7563 members 
Mstep: Class 18 contains 20527 members 
Mstep: Class 19 contains 29086 members 
Mstep: Class 20 contains 16558 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 2725 members 
Mstep: Class 23 contains 7799 members 
Mstep: Class 24 contains 7147 members 
Mstep: Class 25 contains 4209 members 
Mstep: Class 26 contains 7857 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 6010 members 
Mstep: Class 29 contains 5117 members 
Mstep: Class 30 contains 15698 members 
Mstep: Class 31 contains 10590 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700412.000000 Penalty: 103772.101562
Iteration 94Q: 34 clusters Score -3.570041e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 39326 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 10931 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14050 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 10305 members 
Mstep: Class 10 contains 10806 members 
Mstep: Class 11 contains 26820 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 7583 members 
Mstep: Class 18 contains 20503 members 
Mstep: Class 19 contains 29123 members 
Mstep: Class 20 contains 16546 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 7799 members 
Mstep: Class 24 contains 7148 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 7867 members 
Mstep: Class 27 contains 7229 members 
Mstep: Class 28 contains 6012 members 
Mstep: Class 29 contains 5117 members 
Mstep: Class 30 contains 15698 members 
Mstep: Class 31 contains 10575 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700416.000000 Penalty: 103772.101562
Iteration 95Q: 34 clusters Score -3.570042e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 39324 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 10919 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14047 members 
Mstep: Class 8 contains 6133 members 
Mstep: Class 9 contains 10299 members 
Mstep: Class 10 contains 10795 members 
Mstep: Class 11 contains 26827 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3264 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 29159 members 
Mstep: Class 20 contains 16538 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 7796 members 
Mstep: Class 24 contains 7150 members 
Mstep: Class 25 contains 4228 members 
Mstep: Class 26 contains 7879 members 
Mstep: Class 27 contains 7216 members 
Mstep: Class 28 contains 6013 members 
Mstep: Class 29 contains 5118 members 
Mstep: Class 30 contains 15698 members 
Mstep: Class 31 contains 10554 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700400.000000 Penalty: 103772.101562
Iteration 96Q: 34 clusters Score -3.57004e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39314 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 10901 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14047 members 
Mstep: Class 8 contains 6142 members 
Mstep: Class 9 contains 10296 members 
Mstep: Class 10 contains 10788 members 
Mstep: Class 11 contains 26832 members 
Mstep: Class 12 contains 14926 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11424 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 20474 members 
Mstep: Class 19 contains 29197 members 
Mstep: Class 20 contains 16532 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 7151 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 7890 members 
Mstep: Class 27 contains 7204 members 
Mstep: Class 28 contains 6013 members 
Mstep: Class 29 contains 5119 members 
Mstep: Class 30 contains 15697 members 
Mstep: Class 31 contains 10538 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700456.000000 Penalty: 103772.101562
Iteration 97Q: 34 clusters Score -3.570046e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 39314 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 10892 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14042 members 
Mstep: Class 8 contains 6154 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 26843 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11422 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 7626 members 
Mstep: Class 18 contains 20449 members 
Mstep: Class 19 contains 29235 members 
Mstep: Class 20 contains 16526 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 7792 members 
Mstep: Class 24 contains 7151 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 7896 members 
Mstep: Class 27 contains 7191 members 
Mstep: Class 28 contains 6013 members 
Mstep: Class 29 contains 5121 members 
Mstep: Class 30 contains 15699 members 
Mstep: Class 31 contains 10527 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700496.000000 Penalty: 103772.101562
Iteration 98Q: 34 clusters Score -3.57005e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39315 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 10885 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14037 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 10286 members 
Mstep: Class 10 contains 10777 members 
Mstep: Class 11 contains 26847 members 
Mstep: Class 12 contains 14928 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 7639 members 
Mstep: Class 18 contains 20426 members 
Mstep: Class 19 contains 29273 members 
Mstep: Class 20 contains 16521 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 2725 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 7175 members 
Mstep: Class 28 contains 6014 members 
Mstep: Class 29 contains 5124 members 
Mstep: Class 30 contains 15702 members 
Mstep: Class 31 contains 10520 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700564.000000 Penalty: 103772.101562
Iteration 99Q: 34 clusters Score -3.570056e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39305 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 10878 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14034 members 
Mstep: Class 8 contains 6176 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 10765 members 
Mstep: Class 11 contains 26848 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11414 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20410 members 
Mstep: Class 19 contains 29305 members 
Mstep: Class 20 contains 16518 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2725 members 
Mstep: Class 23 contains 7796 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4240 members 
Mstep: Class 26 contains 7906 members 
Mstep: Class 27 contains 7163 members 
Mstep: Class 28 contains 6014 members 
Mstep: Class 29 contains 5128 members 
Mstep: Class 30 contains 15704 members 
Mstep: Class 31 contains 10514 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700512.000000 Penalty: 103772.101562
Iteration 100F: 34 clusters Score -3.570051e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39301 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 10872 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14029 members 
Mstep: Class 8 contains 6196 members 
Mstep: Class 9 contains 10285 members 
Mstep: Class 10 contains 10757 members 
Mstep: Class 11 contains 26850 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11409 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7665 members 
Mstep: Class 18 contains 20396 members 
Mstep: Class 19 contains 29331 members 
Mstep: Class 20 contains 16509 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2724 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4242 members 
Mstep: Class 26 contains 7910 members 
Mstep: Class 27 contains 7148 members 
Mstep: Class 28 contains 6015 members 
Mstep: Class 29 contains 5132 members 
Mstep: Class 30 contains 15704 members 
Mstep: Class 31 contains 10507 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700524.000000 Penalty: 103772.101562
Iteration 101Q: 34 clusters Score -3.570052e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39291 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 10861 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14031 members 
Mstep: Class 8 contains 6216 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 10754 members 
Mstep: Class 11 contains 26855 members 
Mstep: Class 12 contains 14926 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11404 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 20383 members 
Mstep: Class 19 contains 29365 members 
Mstep: Class 20 contains 16493 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4245 members 
Mstep: Class 26 contains 7912 members 
Mstep: Class 27 contains 7137 members 
Mstep: Class 28 contains 6017 members 
Mstep: Class 29 contains 5132 members 
Mstep: Class 30 contains 15704 members 
Mstep: Class 31 contains 10498 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700424.000000 Penalty: 103772.101562
Iteration 102Q: 34 clusters Score -3.570042e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39281 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 10845 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14033 members 
Mstep: Class 8 contains 6231 members 
Mstep: Class 9 contains 10280 members 
Mstep: Class 10 contains 10745 members 
Mstep: Class 11 contains 26857 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7681 members 
Mstep: Class 18 contains 20376 members 
Mstep: Class 19 contains 29407 members 
Mstep: Class 20 contains 16482 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 7794 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4244 members 
Mstep: Class 26 contains 7917 members 
Mstep: Class 27 contains 7128 members 
Mstep: Class 28 contains 6018 members 
Mstep: Class 29 contains 5132 members 
Mstep: Class 30 contains 15706 members 
Mstep: Class 31 contains 10489 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700540.000000 Penalty: 103772.101562
Iteration 103Q: 34 clusters Score -3.570054e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39275 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 10828 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14029 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 10736 members 
Mstep: Class 11 contains 26864 members 
Mstep: Class 12 contains 14923 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11406 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 20361 members 
Mstep: Class 19 contains 29438 members 
Mstep: Class 20 contains 16478 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 7793 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 7919 members 
Mstep: Class 27 contains 7121 members 
Mstep: Class 28 contains 6017 members 
Mstep: Class 29 contains 5133 members 
Mstep: Class 30 contains 15710 members 
Mstep: Class 31 contains 10483 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700508.000000 Penalty: 103772.101562
Iteration 104Q: 34 clusters Score -3.570051e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39266 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 10818 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14026 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 9 contains 10278 members 
Mstep: Class 10 contains 10735 members 
Mstep: Class 11 contains 26866 members 
Mstep: Class 12 contains 14921 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11405 members 
Mstep: Class 15 contains 897 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 20354 members 
Mstep: Class 19 contains 29466 members 
Mstep: Class 20 contains 16471 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 7154 members 
Mstep: Class 25 contains 4247 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 7114 members 
Mstep: Class 28 contains 6018 members 
Mstep: Class 29 contains 5133 members 
Mstep: Class 30 contains 15711 members 
Mstep: Class 31 contains 10478 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700528.000000 Penalty: 103772.101562
Iteration 105Q: 34 clusters Score -3.570053e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39258 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 10809 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14016 members 
Mstep: Class 8 contains 6270 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 10733 members 
Mstep: Class 11 contains 26872 members 
Mstep: Class 12 contains 14920 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 898 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 20339 members 
Mstep: Class 19 contains 29499 members 
Mstep: Class 20 contains 16462 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 2727 members 
Mstep: Class 23 contains 7789 members 
Mstep: Class 24 contains 7154 members 
Mstep: Class 25 contains 4250 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 7105 members 
Mstep: Class 28 contains 6018 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 15714 members 
Mstep: Class 31 contains 10475 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700600.000000 Penalty: 103772.101562
Iteration 106Q: 34 clusters Score -3.57006e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39244 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 10802 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 8 contains 6283 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 10731 members 
Mstep: Class 11 contains 26879 members 
Mstep: Class 12 contains 14921 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11411 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7702 members 
Mstep: Class 18 contains 20322 members 
Mstep: Class 19 contains 29539 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7789 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4251 members 
Mstep: Class 26 contains 7931 members 
Mstep: Class 27 contains 7096 members 
Mstep: Class 28 contains 6018 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 15716 members 
Mstep: Class 31 contains 10470 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700576.000000 Penalty: 103772.101562
Iteration 107Q: 34 clusters Score -3.570058e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39237 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5239 members 
Mstep: Class 5 contains 10791 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 13996 members 
Mstep: Class 8 contains 6300 members 
Mstep: Class 9 contains 10274 members 
Mstep: Class 10 contains 10729 members 
Mstep: Class 11 contains 26882 members 
Mstep: Class 12 contains 14923 members 
Mstep: Class 13 contains 2437 members 
Mstep: Class 14 contains 11408 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7707 members 
Mstep: Class 18 contains 20305 members 
Mstep: Class 19 contains 29584 members 
Mstep: Class 20 contains 16439 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7788 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 7086 members 
Mstep: Class 28 contains 6018 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 15717 members 
Mstep: Class 31 contains 10462 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700532.000000 Penalty: 103772.101562
Iteration 108Q: 34 clusters Score -3.570053e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39222 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5239 members 
Mstep: Class 5 contains 10784 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 13997 members 
Mstep: Class 8 contains 6314 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 10728 members 
Mstep: Class 11 contains 26885 members 
Mstep: Class 12 contains 14923 members 
Mstep: Class 13 contains 2438 members 
Mstep: Class 14 contains 11409 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7713 members 
Mstep: Class 18 contains 20287 members 
Mstep: Class 19 contains 29616 members 
Mstep: Class 20 contains 16429 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7789 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7945 members 
Mstep: Class 27 contains 7078 members 
Mstep: Class 28 contains 6019 members 
Mstep: Class 29 contains 5134 members 
Mstep: Class 30 contains 15715 members 
Mstep: Class 31 contains 10457 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700588.000000 Penalty: 103772.101562
Iteration 109Q: 34 clusters Score -3.570059e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39208 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5239 members 
Mstep: Class 5 contains 10777 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14002 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10722 members 
Mstep: Class 11 contains 26889 members 
Mstep: Class 12 contains 14923 members 
Mstep: Class 13 contains 2439 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7719 members 
Mstep: Class 18 contains 20259 members 
Mstep: Class 19 contains 29651 members 
Mstep: Class 20 contains 16423 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7790 members 
Mstep: Class 24 contains 7153 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 7071 members 
Mstep: Class 28 contains 6019 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15718 members 
Mstep: Class 31 contains 10450 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700580.000000 Penalty: 103772.101562
Iteration 110Q: 34 clusters Score -3.570058e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39197 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5238 members 
Mstep: Class 5 contains 10777 members 
Mstep: Class 6 contains 2481 members 
Mstep: Class 7 contains 14004 members 
Mstep: Class 8 contains 6343 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 26899 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 11408 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7723 members 
Mstep: Class 18 contains 20234 members 
Mstep: Class 19 contains 29676 members 
Mstep: Class 20 contains 16421 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7786 members 
Mstep: Class 24 contains 7154 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7959 members 
Mstep: Class 27 contains 7063 members 
Mstep: Class 28 contains 6019 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15716 members 
Mstep: Class 31 contains 10446 members 
Mstep: Class 32 contains 1507 members 
Mstep: Class 33 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700624.000000 Penalty: 103772.101562
Iteration 111Q: 34 clusters Score -3.570062e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39190 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5236 members 
Mstep: Class 5 contains 10773 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 8 contains 6347 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 26906 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 11403 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7730 members 
Mstep: Class 18 contains 20208 members 
Mstep: Class 19 contains 29715 members 
Mstep: Class 20 contains 16422 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7785 members 
Mstep: Class 24 contains 7156 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7961 members 
Mstep: Class 27 contains 7048 members 
Mstep: Class 28 contains 6019 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15715 members 
Mstep: Class 31 contains 10442 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700668.000000 Penalty: 103772.101562
Iteration 112Q: 34 clusters Score -3.570067e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 5235 members 
Mstep: Class 5 contains 10771 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14006 members 
Mstep: Class 8 contains 6349 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 26910 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 2440 members 
Mstep: Class 14 contains 11402 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7738 members 
Mstep: Class 18 contains 20184 members 
Mstep: Class 19 contains 29742 members 
Mstep: Class 20 contains 16420 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7785 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 7964 members 
Mstep: Class 27 contains 7038 members 
Mstep: Class 28 contains 6022 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15712 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700688.000000 Penalty: 103772.101562
Iteration 113Q: 34 clusters Score -3.570069e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39174 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 10769 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14006 members 
Mstep: Class 8 contains 6348 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10720 members 
Mstep: Class 11 contains 26909 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 11401 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7744 members 
Mstep: Class 18 contains 20167 members 
Mstep: Class 19 contains 29769 members 
Mstep: Class 20 contains 16421 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7786 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7967 members 
Mstep: Class 27 contains 7034 members 
Mstep: Class 28 contains 6022 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15711 members 
Mstep: Class 31 contains 10440 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700728.000000 Penalty: 103772.101562
Iteration 114Q: 34 clusters Score -3.570073e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39168 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 10768 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 6351 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10719 members 
Mstep: Class 11 contains 26913 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 2443 members 
Mstep: Class 14 contains 11399 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7747 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 29789 members 
Mstep: Class 20 contains 16422 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7784 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7971 members 
Mstep: Class 27 contains 7030 members 
Mstep: Class 28 contains 6023 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15710 members 
Mstep: Class 31 contains 10437 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700804.000000 Penalty: 103772.101562
Iteration 115Q: 34 clusters Score -3.57008e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39156 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 10763 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14006 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 10718 members 
Mstep: Class 11 contains 26913 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11400 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7752 members 
Mstep: Class 18 contains 20132 members 
Mstep: Class 19 contains 29808 members 
Mstep: Class 20 contains 16425 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7783 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 6024 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15710 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700752.000000 Penalty: 103772.101562
Iteration 116Q: 34 clusters Score -3.570075e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39150 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 10759 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 10717 members 
Mstep: Class 11 contains 26918 members 
Mstep: Class 12 contains 14925 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11399 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7757 members 
Mstep: Class 18 contains 20117 members 
Mstep: Class 19 contains 29836 members 
Mstep: Class 20 contains 16426 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 7014 members 
Mstep: Class 28 contains 6026 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15712 members 
Mstep: Class 31 contains 10432 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700800.000000 Penalty: 103772.101562
Iteration 117Q: 34 clusters Score -3.57008e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39151 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 10755 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14003 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 10717 members 
Mstep: Class 11 contains 26926 members 
Mstep: Class 12 contains 14926 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11399 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7763 members 
Mstep: Class 18 contains 20099 members 
Mstep: Class 19 contains 29853 members 
Mstep: Class 20 contains 16426 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7781 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 7003 members 
Mstep: Class 28 contains 6028 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15714 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700816.000000 Penalty: 103772.101562
Iteration 118Q: 34 clusters Score -3.570082e+07 nChanged 67
Entering ConstructFrom: 
Score: -35700816.000000 Penalty: 103772.101562
Entering ConstructFrom: 
Trying to split cluster 1 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -286250.062500 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -286250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283379.593750 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -283379.6 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -283937.375000 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -283937.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -284128.687500 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -284128.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -284260.968750 Penalty: 3863.158691
	Iteration 3F: 3 clusters Score -284261 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -284340.937500 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -284340.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -284391.281250 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -284391.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -284446.406250 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -284446.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -284490.187500 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -284490.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -284519.406250 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -284519.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -284539.687500 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -284539.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -284559.031250 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -284559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -284567.968750 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -284568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -284573.312500 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -284573.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -284579.562500 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -284579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -284581.531250 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -284581.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -284583.062500 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -284583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -284585.218750 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -284585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -284587.781250 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -284587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -284591.125000 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -284591.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -284594.343750 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -284594.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -284597.656250 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -284597.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -284601.468750 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -284601.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -284605.937500 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -284605.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -284609.812500 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -284609.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -284612.062500 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -284612.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284613.750000 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -284613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284614.625000 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -284614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284614.625000 Penalty: 3863.158691
	Iteration 27F: 3 clusters Score -284614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Entering Unmasked Estep 
Score: -4689674.000000 Penalty: 2622.651367
	Iteration 0F: 2 clusters Score -4689674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -4663000.500000 Penalty: 5245.302734
	Iteration 0F: 3 clusters Score -4663000 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4673059.500000 Penalty: 5245.302734
	Iteration 1F: 3 clusters Score -4673060 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4673747.500000 Penalty: 5245.302734
	Iteration 2Q: 3 clusters Score -4673748 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4674525.000000 Penalty: 5245.302734
	Iteration 3Q: 3 clusters Score -4674525 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4675316.500000 Penalty: 5245.302734
	Iteration 4Q: 3 clusters Score -4675316 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -4676123.000000 Penalty: 5245.302734
	Iteration 5Q: 3 clusters Score -4676123 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -4677143.500000 Penalty: 5245.302734
	Iteration 6F: 3 clusters Score -4677144 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -4678406.000000 Penalty: 5245.302734
	Iteration 7F: 3 clusters Score -4678406 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4679803.000000 Penalty: 5245.302734
	Iteration 8F: 3 clusters Score -4679803 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -4681364.000000 Penalty: 5245.302734
	Iteration 9F: 3 clusters Score -4681364 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4682920.000000 Penalty: 5245.302734
	Iteration 10F: 3 clusters Score -4682920 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -4684205.000000 Penalty: 5245.302734
	Iteration 11Q: 3 clusters Score -4684205 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4685293.000000 Penalty: 5245.302734
	Iteration 12Q: 3 clusters Score -4685293 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4686040.500000 Penalty: 5245.302734
	Iteration 13Q: 3 clusters Score -4686040 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4686554.000000 Penalty: 5245.302734
	Iteration 14Q: 3 clusters Score -4686554 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4686864.500000 Penalty: 5245.302734
	Iteration 15Q: 3 clusters Score -4686864 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4687049.000000 Penalty: 5245.302734
	Iteration 16Q: 3 clusters Score -4687049 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4687165.500000 Penalty: 5245.302734
	Iteration 17Q: 3 clusters Score -4687166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4687257.000000 Penalty: 5245.302734
	Iteration 18Q: 3 clusters Score -4687257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4687301.500000 Penalty: 5245.302734
	Iteration 19Q: 3 clusters Score -4687302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4687356.000000 Penalty: 5245.302734
	Iteration 20F: 3 clusters Score -4687356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4687382.000000 Penalty: 5245.302734
	Iteration 21Q: 3 clusters Score -4687382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4687407.000000 Penalty: 5245.302734
	Iteration 22Q: 3 clusters Score -4687407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4687439.500000 Penalty: 5245.302734
	Iteration 23Q: 3 clusters Score -4687440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4687445.500000 Penalty: 5245.302734
	Iteration 24Q: 3 clusters Score -4687446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4687455.500000 Penalty: 5245.302734
	Iteration 25Q: 3 clusters Score -4687456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4687459.000000 Penalty: 5245.302734
	Iteration 26Q: 3 clusters Score -4687459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4687457.500000 Penalty: 5245.302734
	Iteration 27Q: 3 clusters Score -4687458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4687459.500000 Penalty: 5245.302734
	Iteration 28Q: 3 clusters Score -4687460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4687464.000000 Penalty: 5245.302734
	Iteration 29Q: 3 clusters Score -4687464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4687464.000000 Penalty: 5245.302734
	Iteration 30F: 3 clusters Score -4687464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -375330.281250 Penalty: 2015.815918
	Iteration 0F: 2 clusters Score -375330.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -371805.687500 Penalty: 4031.631836
	Iteration 0F: 3 clusters Score -371805.7 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -372629.437500 Penalty: 4031.631836
	Iteration 1F: 3 clusters Score -372629.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -372932.343750 Penalty: 4031.631836
	Iteration 2F: 3 clusters Score -372932.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -373181.656250 Penalty: 4031.631836
	Iteration 3F: 3 clusters Score -373181.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -373405.093750 Penalty: 4031.631836
	Iteration 4F: 3 clusters Score -373405.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -373573.343750 Penalty: 4031.631836
	Iteration 5F: 3 clusters Score -373573.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -373688.187500 Penalty: 4031.631836
	Iteration 6Q: 3 clusters Score -373688.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -373770.656250 Penalty: 4031.631836
	Iteration 7Q: 3 clusters Score -373770.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -373848.250000 Penalty: 4031.631836
	Iteration 8Q: 3 clusters Score -373848.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -373897.875000 Penalty: 4031.631836
	Iteration 9Q: 3 clusters Score -373897.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -373935.625000 Penalty: 4031.631836
	Iteration 10Q: 3 clusters Score -373935.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -373976.406250 Penalty: 4031.631836
	Iteration 11Q: 3 clusters Score -373976.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -374009.531250 Penalty: 4031.631836
	Iteration 12Q: 3 clusters Score -374009.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -374039.156250 Penalty: 4031.631836
	Iteration 13Q: 3 clusters Score -374039.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -374070.062500 Penalty: 4031.631836
	Iteration 14Q: 3 clusters Score -374070.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -374105.500000 Penalty: 4031.631836
	Iteration 15Q: 3 clusters Score -374105.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -374143.937500 Penalty: 4031.631836
	Iteration 16Q: 3 clusters Score -374143.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -374181.687500 Penalty: 4031.631836
	Iteration 17Q: 3 clusters Score -374181.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -374210.031250 Penalty: 4031.631836
	Iteration 18Q: 3 clusters Score -374210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -374235.781250 Penalty: 4031.631836
	Iteration 19Q: 3 clusters Score -374235.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -374265.531250 Penalty: 4031.631836
	Iteration 20F: 3 clusters Score -374265.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -374281.312500 Penalty: 4031.631836
	Iteration 21Q: 3 clusters Score -374281.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -374292.062500 Penalty: 4031.631836
	Iteration 22Q: 3 clusters Score -374292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -374295.437500 Penalty: 4031.631836
	Iteration 23Q: 3 clusters Score -374295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -374298.375000 Penalty: 4031.631836
	Iteration 24Q: 3 clusters Score -374298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -374302.437500 Penalty: 4031.631836
	Iteration 25Q: 3 clusters Score -374302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -374304.531250 Penalty: 4031.631836
	Iteration 26Q: 3 clusters Score -374304.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -374307.125000 Penalty: 4031.631836
	Iteration 27Q: 3 clusters Score -374307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -374310.750000 Penalty: 4031.631836
	Iteration 28Q: 3 clusters Score -374310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -374311.468750 Penalty: 4031.631836
	Iteration 29Q: 3 clusters Score -374311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -374311.750000 Penalty: 4031.631836
	Iteration 30Q: 3 clusters Score -374311.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -374311.750000 Penalty: 4031.631836
	Iteration 31F: 3 clusters Score -374311.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Entering Unmasked Estep 
Score: -627379.312500 Penalty: 2123.369873
	Iteration 0F: 2 clusters Score -627379.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -622686.937500 Penalty: 4246.739746
	Iteration 0F: 3 clusters Score -622686.9 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -623759.125000 Penalty: 4246.739746
	Iteration 1F: 3 clusters Score -623759.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -624000.687500 Penalty: 4246.739746
	Iteration 2F: 3 clusters Score -624000.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -624176.750000 Penalty: 4246.739746
	Iteration 3F: 3 clusters Score -624176.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -624323.125000 Penalty: 4246.739746
	Iteration 4Q: 3 clusters Score -624323.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -624450.062500 Penalty: 4246.739746
	Iteration 5Q: 3 clusters Score -624450.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -624563.625000 Penalty: 4246.739746
	Iteration 6Q: 3 clusters Score -624563.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -624684.062500 Penalty: 4246.739746
	Iteration 7Q: 3 clusters Score -624684.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -624816.125000 Penalty: 4246.739746
	Iteration 8Q: 3 clusters Score -624816.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -624940.312500 Penalty: 4246.739746
	Iteration 9Q: 3 clusters Score -624940.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -625052.687500 Penalty: 4246.739746
	Iteration 10Q: 3 clusters Score -625052.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -625146.687500 Penalty: 4246.739746
	Iteration 11Q: 3 clusters Score -625146.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -625226.312500 Penalty: 4246.739746
	Iteration 12Q: 3 clusters Score -625226.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -625287.562500 Penalty: 4246.739746
	Iteration 13Q: 3 clusters Score -625287.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -625329.312500 Penalty: 4246.739746
	Iteration 14Q: 3 clusters Score -625329.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -625362.875000 Penalty: 4246.739746
	Iteration 15Q: 3 clusters Score -625362.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -625397.812500 Penalty: 4246.739746
	Iteration 16Q: 3 clusters Score -625397.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -625431.812500 Penalty: 4246.739746
	Iteration 17Q: 3 clusters Score -625431.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -625457.625000 Penalty: 4246.739746
	Iteration 18Q: 3 clusters Score -625457.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -625481.437500 Penalty: 4246.739746
	Iteration 19Q: 3 clusters Score -625481.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -625496.875000 Penalty: 4246.739746
	Iteration 20F: 3 clusters Score -625496.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -625511.500000 Penalty: 4246.739746
	Iteration 21Q: 3 clusters Score -625511.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -625520.375000 Penalty: 4246.739746
	Iteration 22Q: 3 clusters Score -625520.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -625534.250000 Penalty: 4246.739746
	Iteration 23Q: 3 clusters Score -625534.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -625547.000000 Penalty: 4246.739746
	Iteration 24Q: 3 clusters Score -625547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -625560.437500 Penalty: 4246.739746
	Iteration 25Q: 3 clusters Score -625560.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -625575.500000 Penalty: 4246.739746
	Iteration 26Q: 3 clusters Score -625575.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -625584.312500 Penalty: 4246.739746
	Iteration 27Q: 3 clusters Score -625584.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -625593.250000 Penalty: 4246.739746
	Iteration 28Q: 3 clusters Score -625593.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -625611.562500 Penalty: 4246.739746
	Iteration 29Q: 3 clusters Score -625611.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -625623.125000 Penalty: 4246.739746
	Iteration 30Q: 3 clusters Score -625623.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -625634.187500 Penalty: 4246.739746
	Iteration 31Q: 3 clusters Score -625634.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -625640.937500 Penalty: 4246.739746
	Iteration 32Q: 3 clusters Score -625640.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -625644.875000 Penalty: 4246.739746
	Iteration 33Q: 3 clusters Score -625644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -625648.812500 Penalty: 4246.739746
	Iteration 34Q: 3 clusters Score -625648.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -625652.437500 Penalty: 4246.739746
	Iteration 35Q: 3 clusters Score -625652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -625654.562500 Penalty: 4246.739746
	Iteration 36Q: 3 clusters Score -625654.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -625656.812500 Penalty: 4246.739746
	Iteration 37Q: 3 clusters Score -625656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -625660.312500 Penalty: 4246.739746
	Iteration 38Q: 3 clusters Score -625660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -625664.125000 Penalty: 4246.739746
	Iteration 39Q: 3 clusters Score -625664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -625670.250000 Penalty: 4246.739746
	Iteration 40F: 3 clusters Score -625670.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -625672.562500 Penalty: 4246.739746
	Iteration 41Q: 3 clusters Score -625672.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -625675.562500 Penalty: 4246.739746
	Iteration 42Q: 3 clusters Score -625675.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -625679.125000 Penalty: 4246.739746
	Iteration 43Q: 3 clusters Score -625679.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -625682.562500 Penalty: 4246.739746
	Iteration 44Q: 3 clusters Score -625682.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -625685.187500 Penalty: 4246.739746
	Iteration 45Q: 3 clusters Score -625685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -625685.937500 Penalty: 4246.739746
	Iteration 46Q: 3 clusters Score -625685.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -625687.250000 Penalty: 4246.739746
	Iteration 47Q: 3 clusters Score -625687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -625685.875000 Penalty: 4246.739746
	Iteration 48Q: 3 clusters Score -625685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -625687.375000 Penalty: 4246.739746
	Iteration 49Q: 3 clusters Score -625687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -625687.375000 Penalty: 4246.739746
	Iteration 50F: 3 clusters Score -625687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Entering Unmasked Estep 
Score: -1243471.375000 Penalty: 2302.076904
	Iteration 0F: 2 clusters Score -1243471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1235293.500000 Penalty: 4604.153809
	Iteration 0F: 3 clusters Score -1235294 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1237735.500000 Penalty: 4604.153809
	Iteration 1F: 3 clusters Score -1237736 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1238110.125000 Penalty: 4604.153809
	Iteration 2F: 3 clusters Score -1238110 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1238472.750000 Penalty: 4604.153809
	Iteration 3F: 3 clusters Score -1238473 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1238852.875000 Penalty: 4604.153809
	Iteration 4F: 3 clusters Score -1238853 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1239270.125000 Penalty: 4604.153809
	Iteration 5F: 3 clusters Score -1239270 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1239688.250000 Penalty: 4604.153809
	Iteration 6F: 3 clusters Score -1239688 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1240084.875000 Penalty: 4604.153809
	Iteration 7Q: 3 clusters Score -1240085 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1240380.500000 Penalty: 4604.153809
	Iteration 8Q: 3 clusters Score -1240380 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1240598.375000 Penalty: 4604.153809
	Iteration 9Q: 3 clusters Score -1240598 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1240784.125000 Penalty: 4604.153809
	Iteration 10Q: 3 clusters Score -1240784 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1240917.750000 Penalty: 4604.153809
	Iteration 11Q: 3 clusters Score -1240918 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1241036.375000 Penalty: 4604.153809
	Iteration 12Q: 3 clusters Score -1241036 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1241136.125000 Penalty: 4604.153809
	Iteration 13Q: 3 clusters Score -1241136 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1241230.125000 Penalty: 4604.153809
	Iteration 14Q: 3 clusters Score -1241230 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1241315.375000 Penalty: 4604.153809
	Iteration 15Q: 3 clusters Score -1241315 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1241386.250000 Penalty: 4604.153809
	Iteration 16Q: 3 clusters Score -1241386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1241452.250000 Penalty: 4604.153809
	Iteration 17Q: 3 clusters Score -1241452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1241484.000000 Penalty: 4604.153809
	Iteration 18Q: 3 clusters Score -1241484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1241508.000000 Penalty: 4604.153809
	Iteration 19Q: 3 clusters Score -1241508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1241522.875000 Penalty: 4604.153809
	Iteration 20F: 3 clusters Score -1241523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1241536.250000 Penalty: 4604.153809
	Iteration 21Q: 3 clusters Score -1241536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1241547.500000 Penalty: 4604.153809
	Iteration 22Q: 3 clusters Score -1241548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1241558.125000 Penalty: 4604.153809
	Iteration 23Q: 3 clusters Score -1241558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1241567.125000 Penalty: 4604.153809
	Iteration 24Q: 3 clusters Score -1241567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1241573.875000 Penalty: 4604.153809
	Iteration 25Q: 3 clusters Score -1241574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1241585.750000 Penalty: 4604.153809
	Iteration 26Q: 3 clusters Score -1241586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1241592.125000 Penalty: 4604.153809
	Iteration 27Q: 3 clusters Score -1241592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1241599.875000 Penalty: 4604.153809
	Iteration 28Q: 3 clusters Score -1241600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1241608.500000 Penalty: 4604.153809
	Iteration 29Q: 3 clusters Score -1241608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1241613.250000 Penalty: 4604.153809
	Iteration 30Q: 3 clusters Score -1241613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1241617.250000 Penalty: 4604.153809
	Iteration 31Q: 3 clusters Score -1241617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1241620.750000 Penalty: 4604.153809
	Iteration 32Q: 3 clusters Score -1241621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1241620.500000 Penalty: 4604.153809
	Iteration 33Q: 3 clusters Score -1241620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1241626.625000 Penalty: 4604.153809
	Iteration 34Q: 3 clusters Score -1241627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1241635.000000 Penalty: 4604.153809
	Iteration 35Q: 3 clusters Score -1241635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1241636.875000 Penalty: 4604.153809
	Iteration 36Q: 3 clusters Score -1241637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1241639.500000 Penalty: 4604.153809
	Iteration 37Q: 3 clusters Score -1241640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1241643.875000 Penalty: 4604.153809
	Iteration 38Q: 3 clusters Score -1241644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1241649.500000 Penalty: 4604.153809
	Iteration 39Q: 3 clusters Score -1241650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1241651.625000 Penalty: 4604.153809
	Iteration 40F: 3 clusters Score -1241652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1241652.625000 Penalty: 4604.153809
	Iteration 41Q: 3 clusters Score -1241653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1241658.875000 Penalty: 4604.153809
	Iteration 42Q: 3 clusters Score -1241659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1241666.000000 Penalty: 4604.153809
	Iteration 43Q: 3 clusters Score -1241666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1241669.125000 Penalty: 4604.153809
	Iteration 44Q: 3 clusters Score -1241669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1241674.875000 Penalty: 4604.153809
	Iteration 45Q: 3 clusters Score -1241675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1241676.000000 Penalty: 4604.153809
	Iteration 46Q: 3 clusters Score -1241676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1241683.625000 Penalty: 4604.153809
	Iteration 47Q: 3 clusters Score -1241684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1241691.375000 Penalty: 4604.153809
	Iteration 48Q: 3 clusters Score -1241691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1241694.375000 Penalty: 4604.153809
	Iteration 49Q: 3 clusters Score -1241694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1241699.625000 Penalty: 4604.153809
	Iteration 50Q: 3 clusters Score -1241700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1241703.000000 Penalty: 4604.153809
	Iteration 51Q: 3 clusters Score -1241703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1241714.375000 Penalty: 4604.153809
	Iteration 52Q: 3 clusters Score -1241714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1241717.500000 Penalty: 4604.153809
	Iteration 53Q: 3 clusters Score -1241718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1241723.625000 Penalty: 4604.153809
	Iteration 54Q: 3 clusters Score -1241724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1241730.125000 Penalty: 4604.153809
	Iteration 55Q: 3 clusters Score -1241730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1241732.125000 Penalty: 4604.153809
	Iteration 56Q: 3 clusters Score -1241732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1241736.625000 Penalty: 4604.153809
	Iteration 57Q: 3 clusters Score -1241737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1241742.375000 Penalty: 4604.153809
	Iteration 58Q: 3 clusters Score -1241742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1241743.375000 Penalty: 4604.153809
	Iteration 59Q: 3 clusters Score -1241743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1241743.250000 Penalty: 4604.153809
	Iteration 60F: 3 clusters Score -1241743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1241744.500000 Penalty: 4604.153809
	Iteration 61Q: 3 clusters Score -1241744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1241745.875000 Penalty: 4604.153809
	Iteration 62Q: 3 clusters Score -1241746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1241746.000000 Penalty: 4604.153809
	Iteration 63Q: 3 clusters Score -1241746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1241746.500000 Penalty: 4604.153809
	Iteration 64Q: 3 clusters Score -1241746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1241748.750000 Penalty: 4604.153809
	Iteration 65Q: 3 clusters Score -1241749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1241750.750000 Penalty: 4604.153809
	Iteration 66Q: 3 clusters Score -1241751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1241756.500000 Penalty: 4604.153809
	Iteration 67Q: 3 clusters Score -1241756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1241758.000000 Penalty: 4604.153809
	Iteration 68Q: 3 clusters Score -1241758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1241760.875000 Penalty: 4604.153809
	Iteration 69Q: 3 clusters Score -1241761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1241763.125000 Penalty: 4604.153809
	Iteration 70Q: 3 clusters Score -1241763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1241764.250000 Penalty: 4604.153809
	Iteration 71Q: 3 clusters Score -1241764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1241766.125000 Penalty: 4604.153809
	Iteration 72Q: 3 clusters Score -1241766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1241767.500000 Penalty: 4604.153809
	Iteration 73Q: 3 clusters Score -1241768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1241769.125000 Penalty: 4604.153809
	Iteration 74Q: 3 clusters Score -1241769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1241768.875000 Penalty: 4604.153809
	Iteration 75Q: 3 clusters Score -1241769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1241771.375000 Penalty: 4604.153809
	Iteration 76Q: 3 clusters Score -1241771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1241769.375000 Penalty: 4604.153809
	Iteration 77Q: 3 clusters Score -1241769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1241768.875000 Penalty: 4604.153809
	Iteration 78Q: 3 clusters Score -1241769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1241771.125000 Penalty: 4604.153809
	Iteration 79Q: 3 clusters Score -1241771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1241769.625000 Penalty: 4604.153809
	Iteration 80F: 3 clusters Score -1241770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1241769.250000 Penalty: 4604.153809
	Iteration 81Q: 3 clusters Score -1241769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1241771.250000 Penalty: 4604.153809
	Iteration 82Q: 3 clusters Score -1241771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1241772.750000 Penalty: 4604.153809
	Iteration 83Q: 3 clusters Score -1241773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1241773.000000 Penalty: 4604.153809
	Iteration 84Q: 3 clusters Score -1241773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1241774.875000 Penalty: 4604.153809
	Iteration 85Q: 3 clusters Score -1241775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1241776.375000 Penalty: 4604.153809
	Iteration 86Q: 3 clusters Score -1241776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1241774.750000 Penalty: 4604.153809
	Iteration 87Q: 3 clusters Score -1241775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1241771.750000 Penalty: 4604.153809
	Iteration 88Q: 3 clusters Score -1241772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1241772.750000 Penalty: 4604.153809
	Iteration 89Q: 3 clusters Score -1241773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1241772.750000 Penalty: 4604.153809
	Iteration 90F: 3 clusters Score -1241773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -273376.593750 Penalty: 1938.571411
	Iteration 0F: 2 clusters Score -273376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -270462.062500 Penalty: 3877.142822
	Iteration 0F: 3 clusters Score -270462.1 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -271076.000000 Penalty: 3877.142822
	Iteration 1F: 3 clusters Score -271076 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -271227.843750 Penalty: 3877.142822
	Iteration 2F: 3 clusters Score -271227.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -271306.000000 Penalty: 3877.142822
	Iteration 3Q: 3 clusters Score -271306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -271356.593750 Penalty: 3877.142822
	Iteration 4Q: 3 clusters Score -271356.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -271395.718750 Penalty: 3877.142822
	Iteration 5Q: 3 clusters Score -271395.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -271429.531250 Penalty: 3877.142822
	Iteration 6Q: 3 clusters Score -271429.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -271461.156250 Penalty: 3877.142822
	Iteration 7Q: 3 clusters Score -271461.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -271480.781250 Penalty: 3877.142822
	Iteration 8Q: 3 clusters Score -271480.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -271493.406250 Penalty: 3877.142822
	Iteration 9Q: 3 clusters Score -271493.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -271507.968750 Penalty: 3877.142822
	Iteration 10Q: 3 clusters Score -271508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -271516.625000 Penalty: 3877.142822
	Iteration 11Q: 3 clusters Score -271516.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -271528.281250 Penalty: 3877.142822
	Iteration 12Q: 3 clusters Score -271528.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -271545.406250 Penalty: 3877.142822
	Iteration 13Q: 3 clusters Score -271545.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -271559.312500 Penalty: 3877.142822
	Iteration 14Q: 3 clusters Score -271559.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271563.968750 Penalty: 3877.142822
	Iteration 15Q: 3 clusters Score -271564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -271569.281250 Penalty: 3877.142822
	Iteration 16Q: 3 clusters Score -271569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -271575.375000 Penalty: 3877.142822
	Iteration 17Q: 3 clusters Score -271575.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -271583.531250 Penalty: 3877.142822
	Iteration 18Q: 3 clusters Score -271583.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -271592.437500 Penalty: 3877.142822
	Iteration 19Q: 3 clusters Score -271592.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -271601.968750 Penalty: 3877.142822
	Iteration 20F: 3 clusters Score -271602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -271611.531250 Penalty: 3877.142822
	Iteration 21Q: 3 clusters Score -271611.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -271624.312500 Penalty: 3877.142822
	Iteration 22Q: 3 clusters Score -271624.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -271639.125000 Penalty: 3877.142822
	Iteration 23Q: 3 clusters Score -271639.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271649.718750 Penalty: 3877.142822
	Iteration 24Q: 3 clusters Score -271649.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -271658.781250 Penalty: 3877.142822
	Iteration 25Q: 3 clusters Score -271658.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -271671.843750 Penalty: 3877.142822
	Iteration 26Q: 3 clusters Score -271671.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -271686.031250 Penalty: 3877.142822
	Iteration 27Q: 3 clusters Score -271686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -271706.312500 Penalty: 3877.142822
	Iteration 28Q: 3 clusters Score -271706.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -271727.500000 Penalty: 3877.142822
	Iteration 29Q: 3 clusters Score -271727.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -271746.812500 Penalty: 3877.142822
	Iteration 30Q: 3 clusters Score -271746.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -271761.468750 Penalty: 3877.142822
	Iteration 31Q: 3 clusters Score -271761.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -271774.468750 Penalty: 3877.142822
	Iteration 32Q: 3 clusters Score -271774.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -271790.156250 Penalty: 3877.142822
	Iteration 33Q: 3 clusters Score -271790.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -271810.250000 Penalty: 3877.142822
	Iteration 34Q: 3 clusters Score -271810.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -271827.937500 Penalty: 3877.142822
	Iteration 35Q: 3 clusters Score -271827.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -271836.656250 Penalty: 3877.142822
	Iteration 36Q: 3 clusters Score -271836.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -271841.593750 Penalty: 3877.142822
	Iteration 37Q: 3 clusters Score -271841.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -271847.343750 Penalty: 3877.142822
	Iteration 38Q: 3 clusters Score -271847.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -271855.625000 Penalty: 3877.142822
	Iteration 39Q: 3 clusters Score -271855.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -271862.625000 Penalty: 3877.142822
	Iteration 40F: 3 clusters Score -271862.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -271875.531250 Penalty: 3877.142822
	Iteration 41Q: 3 clusters Score -271875.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -271890.156250 Penalty: 3877.142822
	Iteration 42Q: 3 clusters Score -271890.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -271901.125000 Penalty: 3877.142822
	Iteration 43Q: 3 clusters Score -271901.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -271910.906250 Penalty: 3877.142822
	Iteration 44Q: 3 clusters Score -271910.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -271915.968750 Penalty: 3877.142822
	Iteration 45Q: 3 clusters Score -271916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -271918.500000 Penalty: 3877.142822
	Iteration 46Q: 3 clusters Score -271918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -271920.218750 Penalty: 3877.142822
	Iteration 47Q: 3 clusters Score -271920.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -271921.187500 Penalty: 3877.142822
	Iteration 48Q: 3 clusters Score -271921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -271923.281250 Penalty: 3877.142822
	Iteration 49Q: 3 clusters Score -271923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -271927.687500 Penalty: 3877.142822
	Iteration 50Q: 3 clusters Score -271927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -271931.968750 Penalty: 3877.142822
	Iteration 51Q: 3 clusters Score -271932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -271935.156250 Penalty: 3877.142822
	Iteration 52Q: 3 clusters Score -271935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -271936.093750 Penalty: 3877.142822
	Iteration 53Q: 3 clusters Score -271936.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -271937.125000 Penalty: 3877.142822
	Iteration 54Q: 3 clusters Score -271937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -271937.312500 Penalty: 3877.142822
	Iteration 55Q: 3 clusters Score -271937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -271937.687500 Penalty: 3877.142822
	Iteration 56Q: 3 clusters Score -271937.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -271937.687500 Penalty: 3877.142822
	Iteration 57F: 3 clusters Score -271937.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Entering Unmasked Estep 
Score: -1528471.125000 Penalty: 2367.697998
	Iteration 0F: 2 clusters Score -1528471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1518356.875000 Penalty: 4735.395996
	Iteration 0F: 3 clusters Score -1518357 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1521630.375000 Penalty: 4735.395996
	Iteration 1F: 3 clusters Score -1521630 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1522101.375000 Penalty: 4735.395996
	Iteration 2F: 3 clusters Score -1522101 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1522579.375000 Penalty: 4735.395996
	Iteration 3F: 3 clusters Score -1522579 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1523075.000000 Penalty: 4735.395996
	Iteration 4F: 3 clusters Score -1523075 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1523579.000000 Penalty: 4735.395996
	Iteration 5F: 3 clusters Score -1523579 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1524048.000000 Penalty: 4735.395996
	Iteration 6F: 3 clusters Score -1524048 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1524505.000000 Penalty: 4735.395996
	Iteration 7Q: 3 clusters Score -1524505 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1524973.375000 Penalty: 4735.395996
	Iteration 8Q: 3 clusters Score -1524973 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1525363.500000 Penalty: 4735.395996
	Iteration 9Q: 3 clusters Score -1525364 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1525700.625000 Penalty: 4735.395996
	Iteration 10Q: 3 clusters Score -1525701 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1525934.375000 Penalty: 4735.395996
	Iteration 11Q: 3 clusters Score -1525934 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1526146.750000 Penalty: 4735.395996
	Iteration 12Q: 3 clusters Score -1526147 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1526293.750000 Penalty: 4735.395996
	Iteration 13Q: 3 clusters Score -1526294 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1526417.750000 Penalty: 4735.395996
	Iteration 14Q: 3 clusters Score -1526418 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1526502.750000 Penalty: 4735.395996
	Iteration 15Q: 3 clusters Score -1526503 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1526550.625000 Penalty: 4735.395996
	Iteration 16Q: 3 clusters Score -1526551 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1526589.500000 Penalty: 4735.395996
	Iteration 17Q: 3 clusters Score -1526590 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1526615.750000 Penalty: 4735.395996
	Iteration 18Q: 3 clusters Score -1526616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1526636.250000 Penalty: 4735.395996
	Iteration 19Q: 3 clusters Score -1526636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1526664.500000 Penalty: 4735.395996
	Iteration 20F: 3 clusters Score -1526664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1526682.000000 Penalty: 4735.395996
	Iteration 21Q: 3 clusters Score -1526682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1526703.250000 Penalty: 4735.395996
	Iteration 22Q: 3 clusters Score -1526703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1526716.750000 Penalty: 4735.395996
	Iteration 23Q: 3 clusters Score -1526717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1526724.500000 Penalty: 4735.395996
	Iteration 24Q: 3 clusters Score -1526724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1526728.500000 Penalty: 4735.395996
	Iteration 25Q: 3 clusters Score -1526728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1526730.500000 Penalty: 4735.395996
	Iteration 26Q: 3 clusters Score -1526730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1526738.000000 Penalty: 4735.395996
	Iteration 27Q: 3 clusters Score -1526738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1526745.250000 Penalty: 4735.395996
	Iteration 28Q: 3 clusters Score -1526745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1526749.750000 Penalty: 4735.395996
	Iteration 29Q: 3 clusters Score -1526750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1526754.500000 Penalty: 4735.395996
	Iteration 30Q: 3 clusters Score -1526754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1526759.625000 Penalty: 4735.395996
	Iteration 31Q: 3 clusters Score -1526760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1526760.000000 Penalty: 4735.395996
	Iteration 32Q: 3 clusters Score -1526760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1526763.125000 Penalty: 4735.395996
	Iteration 33Q: 3 clusters Score -1526763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1526765.500000 Penalty: 4735.395996
	Iteration 34Q: 3 clusters Score -1526766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1526766.750000 Penalty: 4735.395996
	Iteration 35Q: 3 clusters Score -1526767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1526764.875000 Penalty: 4735.395996
	Iteration 36Q: 3 clusters Score -1526765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1526766.625000 Penalty: 4735.395996
	Iteration 37Q: 3 clusters Score -1526767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1526767.000000 Penalty: 4735.395996
	Iteration 38Q: 3 clusters Score -1526767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1526768.250000 Penalty: 4735.395996
	Iteration 39Q: 3 clusters Score -1526768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1526772.375000 Penalty: 4735.395996
	Iteration 40F: 3 clusters Score -1526772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1526774.625000 Penalty: 4735.395996
	Iteration 41Q: 3 clusters Score -1526775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1526776.875000 Penalty: 4735.395996
	Iteration 42Q: 3 clusters Score -1526777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1526780.750000 Penalty: 4735.395996
	Iteration 43Q: 3 clusters Score -1526781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1526780.750000 Penalty: 4735.395996
	Iteration 44Q: 3 clusters Score -1526781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1526788.500000 Penalty: 4735.395996
	Iteration 45Q: 3 clusters Score -1526788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1526794.375000 Penalty: 4735.395996
	Iteration 46Q: 3 clusters Score -1526794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1526801.000000 Penalty: 4735.395996
	Iteration 47Q: 3 clusters Score -1526801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1526803.875000 Penalty: 4735.395996
	Iteration 48Q: 3 clusters Score -1526804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1526804.625000 Penalty: 4735.395996
	Iteration 49Q: 3 clusters Score -1526805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1526808.875000 Penalty: 4735.395996
	Iteration 50Q: 3 clusters Score -1526809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1526810.375000 Penalty: 4735.395996
	Iteration 51Q: 3 clusters Score -1526810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1526816.000000 Penalty: 4735.395996
	Iteration 52Q: 3 clusters Score -1526816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1526810.500000 Penalty: 4735.395996
	Iteration 53Q: 3 clusters Score -1526810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1526812.875000 Penalty: 4735.395996
	Iteration 54Q: 3 clusters Score -1526813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1526814.625000 Penalty: 4735.395996
	Iteration 55Q: 3 clusters Score -1526815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1526815.875000 Penalty: 4735.395996
	Iteration 56Q: 3 clusters Score -1526816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1526816.000000 Penalty: 4735.395996
	Iteration 57Q: 3 clusters Score -1526816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1526817.500000 Penalty: 4735.395996
	Iteration 58Q: 3 clusters Score -1526818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1526818.500000 Penalty: 4735.395996
	Iteration 59Q: 3 clusters Score -1526818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1526821.000000 Penalty: 4735.395996
	Iteration 60F: 3 clusters Score -1526821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1526821.000000 Penalty: 4735.395996
	Iteration 61Q: 3 clusters Score -1526821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1526826.000000 Penalty: 4735.395996
	Iteration 62Q: 3 clusters Score -1526826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1526826.500000 Penalty: 4735.395996
	Iteration 63Q: 3 clusters Score -1526826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1526828.625000 Penalty: 4735.395996
	Iteration 64Q: 3 clusters Score -1526829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 143Q: 3 clusters Score -1527015 nChanged 6
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1527025.500000 Penalty: 4735.395996
	Iteration 159Q: 3 clusters Score -1527026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1527027.000000 Penalty: 4735.395996
	Iteration 160F: 3 clusters Score -1527027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1527027.875000 Penalty: 4735.395996
	Iteration 161Q: 3 clusters Score -1527028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1527025.625000 Penalty: 4735.395996
	Iteration 162Q: 3 clusters Score -1527026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1527026.750000 Penalty: 4735.395996
	Iteration 163Q: 3 clusters Score -1527027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1527025.250000 Penalty: 4735.395996
	Iteration 164Q: 3 clusters Score -1527025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1527026.625000 Penalty: 4735.395996
	Iteration 165Q: 3 clusters Score -1527027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1527027.500000 Penalty: 4735.395996
	Iteration 166Q: 3 clusters Score -1527028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1527026.125000 Penalty: 4735.395996
	Iteration 167Q: 3 clusters Score -1527026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1527026.500000 Penalty: 4735.395996
	Iteration 168Q: 3 clusters Score -1527026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1527026.750000 Penalty: 4735.395996
	Iteration 169Q: 3 clusters Score -1527027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1527027.875000 Penalty: 4735.395996
	Iteration 170Q: 3 clusters Score -1527028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1527029.625000 Penalty: 4735.395996
	Iteration 171Q: 3 clusters Score -1527030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1527029.625000 Penalty: 4735.395996
	Iteration 172F: 3 clusters Score -1527030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -748581.750000 Penalty: 2172.047363
	Iteration 0F: 2 clusters Score -748581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -743241.687500 Penalty: 4344.094727
	Iteration 0F: 3 clusters Score -743241.7 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -744674.500000 Penalty: 4344.094727
	Iteration 1F: 3 clusters Score -744674.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -745039.562500 Penalty: 4344.094727
	Iteration 2F: 3 clusters Score -745039.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -745351.437500 Penalty: 4344.094727
	Iteration 3F: 3 clusters Score -745351.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -745651.250000 Penalty: 4344.094727
	Iteration 4F: 3 clusters Score -745651.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -745948.062500 Penalty: 4344.094727
	Iteration 5F: 3 clusters Score -745948.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -746204.062500 Penalty: 4344.094727
	Iteration 6Q: 3 clusters Score -746204.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -746417.125000 Penalty: 4344.094727
	Iteration 7Q: 3 clusters Score -746417.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -746593.562500 Penalty: 4344.094727
	Iteration 8Q: 3 clusters Score -746593.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -746789.750000 Penalty: 4344.094727
	Iteration 9Q: 3 clusters Score -746789.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -746986.937500 Penalty: 4344.094727
	Iteration 10Q: 3 clusters Score -746986.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -747173.750000 Penalty: 4344.094727
	Iteration 11Q: 3 clusters Score -747173.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -747399.687500 Penalty: 4344.094727
	Iteration 12Q: 3 clusters Score -747399.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -747578.437500 Penalty: 4344.094727
	Iteration 13Q: 3 clusters Score -747578.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -747718.875000 Penalty: 4344.094727
	Iteration 14Q: 3 clusters Score -747718.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -747805.187500 Penalty: 4344.094727
	Iteration 15Q: 3 clusters Score -747805.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -747864.000000 Penalty: 4344.094727
	Iteration 16Q: 3 clusters Score -747864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -747904.000000 Penalty: 4344.094727
	Iteration 17Q: 3 clusters Score -747904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -747931.625000 Penalty: 4344.094727
	Iteration 18Q: 3 clusters Score -747931.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -747939.125000 Penalty: 4344.094727
	Iteration 19Q: 3 clusters Score -747939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -747944.062500 Penalty: 4344.094727
	Iteration 20F: 3 clusters Score -747944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -747946.625000 Penalty: 4344.094727
	Iteration 21Q: 3 clusters Score -747946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -747949.187500 Penalty: 4344.094727
	Iteration 22Q: 3 clusters Score -747949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -747949.625000 Penalty: 4344.094727
	Iteration 23Q: 3 clusters Score -747949.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -747951.875000 Penalty: 4344.094727
	Iteration 24Q: 3 clusters Score -747951.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -747951.875000 Penalty: 4344.094727
	Iteration 25F: 3 clusters Score -747951.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Entering Unmasked Estep 
Score: -992995.437500 Penalty: 2290.892334
	Iteration 0F: 2 clusters Score -992995.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -985195.750000 Penalty: 4581.784668
	Iteration 0F: 3 clusters Score -985195.8 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -987458.500000 Penalty: 4581.784668
	Iteration 1F: 3 clusters Score -987458.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -987763.062500 Penalty: 4581.784668
	Iteration 2F: 3 clusters Score -987763.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -988006.437500 Penalty: 4581.784668
	Iteration 3F: 3 clusters Score -988006.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -988259.375000 Penalty: 4581.784668
	Iteration 4Q: 3 clusters Score -988259.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -988542.937500 Penalty: 4581.784668
	Iteration 5Q: 3 clusters Score -988542.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -988883.187500 Penalty: 4581.784668
	Iteration 6F: 3 clusters Score -988883.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -989247.312500 Penalty: 4581.784668
	Iteration 7F: 3 clusters Score -989247.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -989574.062500 Penalty: 4581.784668
	Iteration 8Q: 3 clusters Score -989574.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -989893.750000 Penalty: 4581.784668
	Iteration 9Q: 3 clusters Score -989893.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -990147.062500 Penalty: 4581.784668
	Iteration 10Q: 3 clusters Score -990147.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -990336.187500 Penalty: 4581.784668
	Iteration 11Q: 3 clusters Score -990336.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -990509.937500 Penalty: 4581.784668
	Iteration 12Q: 3 clusters Score -990509.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -990684.625000 Penalty: 4581.784668
	Iteration 13Q: 3 clusters Score -990684.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -990842.437500 Penalty: 4581.784668
	Iteration 14Q: 3 clusters Score -990842.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -990958.812500 Penalty: 4581.784668
	Iteration 15Q: 3 clusters Score -990958.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -991044.937500 Penalty: 4581.784668
	Iteration 16Q: 3 clusters Score -991044.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -991116.000000 Penalty: 4581.784668
	Iteration 17Q: 3 clusters Score -991116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -991157.875000 Penalty: 4581.784668
	Iteration 18Q: 3 clusters Score -991157.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -991197.750000 Penalty: 4581.784668
	Iteration 19Q: 3 clusters Score -991197.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -991236.312500 Penalty: 4581.784668
	Iteration 20F: 3 clusters Score -991236.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -991261.750000 Penalty: 4581.784668
	Iteration 21Q: 3 clusters Score -991261.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -991275.500000 Penalty: 4581.784668
	Iteration 22Q: 3 clusters Score -991275.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -991287.312500 Penalty: 4581.784668
	Iteration 23Q: 3 clusters Score -991287.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -991301.500000 Penalty: 4581.784668
	Iteration 24Q: 3 clusters Score -991301.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -991310.937500 Penalty: 4581.784668
	Iteration 25Q: 3 clusters Score -991310.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -991325.437500 Penalty: 4581.784668
	Iteration 26Q: 3 clusters Score -991325.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -991338.250000 Penalty: 4581.784668
	Iteration 27Q: 3 clusters Score -991338.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -991349.312500 Penalty: 4581.784668
	Iteration 28Q: 3 clusters Score -991349.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -991356.125000 Penalty: 4581.784668
	Iteration 29Q: 3 clusters Score -991356.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -991361.750000 Penalty: 4581.784668
	Iteration 30Q: 3 clusters Score -991361.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -991367.437500 Penalty: 4581.784668
	Iteration 31Q: 3 clusters Score -991367.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -991372.187500 Penalty: 4581.784668
	Iteration 32Q: 3 clusters Score -991372.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -991373.000000 Penalty: 4581.784668
	Iteration 33Q: 3 clusters Score -991373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -991376.312500 Penalty: 4581.784668
	Iteration 34Q: 3 clusters Score -991376.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -991375.687500 Penalty: 4581.784668
	Iteration 35Q: 3 clusters Score -991375.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -991375.687500 Penalty: 4581.784668
	Iteration 36F: 3 clusters Score -991375.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Entering Unmasked Estep 
Score: -1152474.375000 Penalty: 2301.314453
	Iteration 0F: 2 clusters Score -1152474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1144327.500000 Penalty: 4602.628906
	Iteration 0F: 3 clusters Score -1144328 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1146912.500000 Penalty: 4602.628906
	Iteration 1F: 3 clusters Score -1146912 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1147486.500000 Penalty: 4602.628906
	Iteration 2F: 3 clusters Score -1147486 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1148045.125000 Penalty: 4602.628906
	Iteration 3F: 3 clusters Score -1148045 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1148557.000000 Penalty: 4602.628906
	Iteration 4F: 3 clusters Score -1148557 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1149032.875000 Penalty: 4602.628906
	Iteration 5F: 3 clusters Score -1149033 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1149442.500000 Penalty: 4602.628906
	Iteration 6F: 3 clusters Score -1149442 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1149773.625000 Penalty: 4602.628906
	Iteration 7Q: 3 clusters Score -1149774 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1150021.375000 Penalty: 4602.628906
	Iteration 8Q: 3 clusters Score -1150021 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1150229.250000 Penalty: 4602.628906
	Iteration 9Q: 3 clusters Score -1150229 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1150385.750000 Penalty: 4602.628906
	Iteration 10Q: 3 clusters Score -1150386 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1150509.375000 Penalty: 4602.628906
	Iteration 11Q: 3 clusters Score -1150509 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1150602.625000 Penalty: 4602.628906
	Iteration 12Q: 3 clusters Score -1150603 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1150688.375000 Penalty: 4602.628906
	Iteration 13Q: 3 clusters Score -1150688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1150771.500000 Penalty: 4602.628906
	Iteration 14Q: 3 clusters Score -1150772 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1150863.750000 Penalty: 4602.628906
	Iteration 15Q: 3 clusters Score -1150864 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1150956.250000 Penalty: 4602.628906
	Iteration 16Q: 3 clusters Score -1150956 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1151032.500000 Penalty: 4602.628906
	Iteration 17Q: 3 clusters Score -1151032 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1151066.875000 Penalty: 4602.628906
	Iteration 18Q: 3 clusters Score -1151067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1151092.875000 Penalty: 4602.628906
	Iteration 19Q: 3 clusters Score -1151093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1151107.750000 Penalty: 4602.628906
	Iteration 20F: 3 clusters Score -1151108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1151116.000000 Penalty: 4602.628906
	Iteration 21Q: 3 clusters Score -1151116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1151125.750000 Penalty: 4602.628906
	Iteration 22Q: 3 clusters Score -1151126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1151133.000000 Penalty: 4602.628906
	Iteration 23Q: 3 clusters Score -1151133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1151140.625000 Penalty: 4602.628906
	Iteration 24Q: 3 clusters Score -1151141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1151145.625000 Penalty: 4602.628906
	Iteration 25Q: 3 clusters Score -1151146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1151147.875000 Penalty: 4602.628906
	Iteration 26Q: 3 clusters Score -1151148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1151155.875000 Penalty: 4602.628906
	Iteration 27Q: 3 clusters Score -1151156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1151161.500000 Penalty: 4602.628906
	Iteration 28Q: 3 clusters Score -1151162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1151169.500000 Penalty: 4602.628906
	Iteration 29Q: 3 clusters Score -1151170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1151173.750000 Penalty: 4602.628906
	Iteration 30Q: 3 clusters Score -1151174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1151179.000000 Penalty: 4602.628906
	Iteration 31Q: 3 clusters Score -1151179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1151179.500000 Penalty: 4602.628906
	Iteration 32Q: 3 clusters Score -1151180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1151186.000000 Penalty: 4602.628906
	Iteration 33Q: 3 clusters Score -1151186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1151185.250000 Penalty: 4602.628906
	Iteration 34Q: 3 clusters Score -1151185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1151185.625000 Penalty: 4602.628906
	Iteration 35Q: 3 clusters Score -1151186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1151188.125000 Penalty: 4602.628906
	Iteration 36Q: 3 clusters Score -1151188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1151188.625000 Penalty: 4602.628906
	Iteration 37Q: 3 clusters Score -1151189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1151190.500000 Penalty: 4602.628906
	Iteration 38Q: 3 clusters Score -1151190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1151191.875000 Penalty: 4602.628906
	Iteration 39Q: 3 clusters Score -1151192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1151192.250000 Penalty: 4602.628906
	Iteration 40F: 3 clusters Score -1151192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1151193.375000 Penalty: 4602.628906
	Iteration 41Q: 3 clusters Score -1151193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1151193.375000 Penalty: 4602.628906
	Iteration 42Q: 3 clusters Score -1151193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1151196.625000 Penalty: 4602.628906
	Iteration 43Q: 3 clusters Score -1151197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1151201.375000 Penalty: 4602.628906
	Iteration 44Q: 3 clusters Score -1151201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1151205.250000 Penalty: 4602.628906
	Iteration 45Q: 3 clusters Score -1151205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1151207.625000 Penalty: 4602.628906
	Iteration 46Q: 3 clusters Score -1151208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1151210.625000 Penalty: 4602.628906
	Iteration 47Q: 3 clusters Score -1151211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1151211.250000 Penalty: 4602.628906
	Iteration 48Q: 3 clusters Score -1151211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1151213.250000 Penalty: 4602.628906
	Iteration 49Q: 3 clusters Score -1151213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1151218.000000 Penalty: 4602.628906
	Iteration 50Q: 3 clusters Score -1151218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1151216.375000 Penalty: 4602.628906
	Iteration 51Q: 3 clusters Score -1151216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1151222.375000 Penalty: 4602.628906
	Iteration 52Q: 3 clusters Score -1151222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1151223.375000 Penalty: 4602.628906
	Iteration 53Q: 3 clusters Score -1151223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1151227.625000 Penalty: 4602.628906
	Iteration 54Q: 3 clusters Score -1151228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1151231.000000 Penalty: 4602.628906
	Iteration 55Q: 3 clusters Score -1151231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1151228.500000 Penalty: 4602.628906
	Iteration 56Q: 3 clusters Score -1151228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1151230.750000 Penalty: 4602.628906
	Iteration 57Q: 3 clusters Score -1151231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1151233.875000 Penalty: 4602.628906
	Iteration 58Q: 3 clusters Score -1151234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1151236.125000 Penalty: 4602.628906
	Iteration 59Q: 3 clusters Score -1151236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1151233.250000 Penalty: 4602.628906
	Iteration 60F: 3 clusters Score -1151233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1151236.500000 Penalty: 4602.628906
	Iteration 61Q: 3 clusters Score -1151236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1151238.000000 Penalty: 4602.628906
	Iteration 62Q: 3 clusters Score -1151238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1151241.125000 Penalty: 4602.628906
	Iteration 63Q: 3 clusters Score -1151241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1151242.500000 Penalty: 4602.628906
	Iteration 64Q: 3 clusters Score -1151242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1151244.375000 Penalty: 4602.628906
	Iteration 65Q: 3 clusters Score -1151244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1151243.250000 Penalty: 4602.628906
	Iteration 66Q: 3 clusters Score -1151243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1151244.125000 Penalty: 4602.628906
	Iteration 67Q: 3 clusters Score -1151244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1151247.500000 Penalty: 4602.628906
	Iteration 68Q: 3 clusters Score -1151248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1151249.500000 Penalty: 4602.628906
	Iteration 69Q: 3 clusters Score -1151250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1151249.875000 Penalty: 4602.628906
	Iteration 70Q: 3 clusters Score -1151250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1151248.875000 Penalty: 4602.628906
	Iteration 71Q: 3 clusters Score -1151249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1151248.500000 Penalty: 4602.628906
	Iteration 72Q: 3 clusters Score -1151248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1151250.500000 Penalty: 4602.628906
	Iteration 73Q: 3 clusters Score -1151250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1151252.875000 Penalty: 4602.628906
	Iteration 74Q: 3 clusters Score -1151253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1151251.250000 Penalty: 4602.628906
	Iteration 75Q: 3 clusters Score -1151251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1151255.375000 Penalty: 4602.628906
	Iteration 76Q: 3 clusters Score -1151255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1151255.125000 Penalty: 4602.628906
	Iteration 77Q: 3 clusters Score -1151255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1151255.625000 Penalty: 4602.628906
	Iteration 78Q: 3 clusters Score -1151256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1151255.625000 Penalty: 4602.628906
	Iteration 79F: 3 clusters Score -1151256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Entering Unmasked Estep 
Score: -3214714.500000 Penalty: 2529.847168
	Iteration 0F: 2 clusters Score -3214714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3196129.750000 Penalty: 5059.694336
	Iteration 0F: 3 clusters Score -3196130 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3202856.000000 Penalty: 5059.694336
	Iteration 1F: 3 clusters Score -3202856 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3203639.750000 Penalty: 5059.694336
	Iteration 2F: 3 clusters Score -3203640 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3204608.750000 Penalty: 5059.694336
	Iteration 3F: 3 clusters Score -3204609 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3205788.750000 Penalty: 5059.694336
	Iteration 4F: 3 clusters Score -3205789 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3206839.750000 Penalty: 5059.694336
	Iteration 5F: 3 clusters Score -3206840 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3207728.000000 Penalty: 5059.694336
	Iteration 6F: 3 clusters Score -3207728 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3208489.750000 Penalty: 5059.694336
	Iteration 7Q: 3 clusters Score -3208490 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3209196.500000 Penalty: 5059.694336
	Iteration 8Q: 3 clusters Score -3209196 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3210099.500000 Penalty: 5059.694336
	Iteration 9Q: 3 clusters Score -3210100 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3211144.000000 Penalty: 5059.694336
	Iteration 10Q: 3 clusters Score -3211144 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3212077.750000 Penalty: 5059.694336
	Iteration 11Q: 3 clusters Score -3212078 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3212750.500000 Penalty: 5059.694336
	Iteration 12Q: 3 clusters Score -3212750 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3213184.750000 Penalty: 5059.694336
	Iteration 13Q: 3 clusters Score -3213185 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3213529.750000 Penalty: 5059.694336
	Iteration 14Q: 3 clusters Score -3213530 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3213823.000000 Penalty: 5059.694336
	Iteration 15Q: 3 clusters Score -3213823 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3214075.500000 Penalty: 5059.694336
	Iteration 16Q: 3 clusters Score -3214076 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3214309.000000 Penalty: 5059.694336
	Iteration 17Q: 3 clusters Score -3214309 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -3214511.750000 Penalty: 5059.694336
	Iteration 18Q: 3 clusters Score -3214512 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3214682.000000 Penalty: 5059.694336
	Iteration 19Q: 3 clusters Score -3214682 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -3214833.500000 Penalty: 5059.694336
	Iteration 20F: 3 clusters Score -3214834 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -3214929.000000 Penalty: 5059.694336
	Iteration 21Q: 3 clusters Score -3214929 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3215010.250000 Penalty: 5059.694336
	Iteration 22Q: 3 clusters Score -3215010 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3215053.750000 Penalty: 5059.694336
	Iteration 23Q: 3 clusters Score -3215054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3215098.000000 Penalty: 5059.694336
	Iteration 24Q: 3 clusters Score -3215098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3215114.250000 Penalty: 5059.694336
	Iteration 25Q: 3 clusters Score -3215114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3215126.500000 Penalty: 5059.694336
	Iteration 26Q: 3 clusters Score -3215126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3215145.500000 Penalty: 5059.694336
	Iteration 27Q: 3 clusters Score -3215146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3215144.000000 Penalty: 5059.694336
	Iteration 28Q: 3 clusters Score -3215144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3215149.000000 Penalty: 5059.694336
	Iteration 29Q: 3 clusters Score -3215149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3215157.250000 Penalty: 5059.694336
	Iteration 30Q: 3 clusters Score -3215157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3215149.750000 Penalty: 5059.694336
	Iteration 31Q: 3 clusters Score -3215150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3215157.250000 Penalty: 5059.694336
	Iteration 32Q: 3 clusters Score -3215157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3215169.250000 Penalty: 5059.694336
	Iteration 33Q: 3 clusters Score -3215169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3215157.500000 Penalty: 5059.694336
	Iteration 34Q: 3 clusters Score -3215158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3215155.750000 Penalty: 5059.694336
	Iteration 35Q: 3 clusters Score -3215156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3215157.250000 Penalty: 5059.694336
	Iteration 36Q: 3 clusters Score -3215157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -3215160.500000 Penalty: 5059.694336
	Iteration 37Q: 3 clusters Score -3215160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3215160.750000 Penalty: 5059.694336
	Iteration 38Q: 3 clusters Score -3215161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3215162.250000 Penalty: 5059.694336
	Iteration 39Q: 3 clusters Score -3215162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3215166.500000 Penalty: 5059.694336
	Iteration 40F: 3 clusters Score -3215166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3215165.250000 Penalty: 5059.694336
	Iteration 41Q: 3 clusters Score -3215165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3215165.250000 Penalty: 5059.694336
	Iteration 42F: 3 clusters Score -3215165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39152 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10749 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 10716 members 
Mstep: Class 11 contains 17875 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11399 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7770 members 
Mstep: Class 18 contains 20086 members 
Mstep: Class 19 contains 29870 members 
Mstep: Class 20 contains 16424 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7781 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 6994 members 
Mstep: Class 28 contains 6026 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15714 members 
Mstep: Class 31 contains 10428 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 9055 members 
Entering Unmasked Estep 
Score: -35700904.000000 Penalty: 106916.710938
Splitting cluster 11 changes total score from -35700816.000000 to -35700904.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 12 (14927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Entering Unmasked Estep 
Score: -1805641.250000 Penalty: 2383.509766
	Iteration 0F: 2 clusters Score -1805641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1794921.250000 Penalty: 4767.019531
	Iteration 0F: 3 clusters Score -1794921 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1798434.125000 Penalty: 4767.019531
	Iteration 1F: 3 clusters Score -1798434 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1798964.625000 Penalty: 4767.019531
	Iteration 2F: 3 clusters Score -1798965 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1799530.125000 Penalty: 4767.019531
	Iteration 3F: 3 clusters Score -1799530 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1800130.000000 Penalty: 4767.019531
	Iteration 4F: 3 clusters Score -1800130 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1800718.375000 Penalty: 4767.019531
	Iteration 5F: 3 clusters Score -1800718 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1801335.875000 Penalty: 4767.019531
	Iteration 6F: 3 clusters Score -1801336 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1802010.500000 Penalty: 4767.019531
	Iteration 7F: 3 clusters Score -1802010 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1802704.250000 Penalty: 4767.019531
	Iteration 8F: 3 clusters Score -1802704 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1803335.750000 Penalty: 4767.019531
	Iteration 9F: 3 clusters Score -1803336 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1803834.625000 Penalty: 4767.019531
	Iteration 10Q: 3 clusters Score -1803835 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1804237.000000 Penalty: 4767.019531
	Iteration 11Q: 3 clusters Score -1804237 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1804521.125000 Penalty: 4767.019531
	Iteration 12Q: 3 clusters Score -1804521 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1804682.000000 Penalty: 4767.019531
	Iteration 13Q: 3 clusters Score -1804682 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1804760.875000 Penalty: 4767.019531
	Iteration 14Q: 3 clusters Score -1804761 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1804807.125000 Penalty: 4767.019531
	Iteration 15Q: 3 clusters Score -1804807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1804828.500000 Penalty: 4767.019531
	Iteration 16Q: 3 clusters Score -1804828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1804839.250000 Penalty: 4767.019531
	Iteration 17Q: 3 clusters Score -1804839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1804840.625000 Penalty: 4767.019531
	Iteration 18Q: 3 clusters Score -1804841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1804843.125000 Penalty: 4767.019531
	Iteration 19Q: 3 clusters Score -1804843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1804844.250000 Penalty: 4767.019531
	Iteration 20F: 3 clusters Score -1804844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1804844.500000 Penalty: 4767.019531
	Iteration 21Q: 3 clusters Score -1804844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1804851.125000 Penalty: 4767.019531
	Iteration 22Q: 3 clusters Score -1804851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1804849.625000 Penalty: 4767.019531
	Iteration 23Q: 3 clusters Score -1804850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1804849.000000 Penalty: 4767.019531
	Iteration 24Q: 3 clusters Score -1804849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1804850.375000 Penalty: 4767.019531
	Iteration 25Q: 3 clusters Score -1804850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1804850.000000 Penalty: 4767.019531
	Iteration 26Q: 3 clusters Score -1804850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1804850.000000 Penalty: 4767.019531
	Iteration 27F: 3 clusters Score -1804850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -295706.375000 Penalty: 1934.846436
	Iteration 0F: 2 clusters Score -295706.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -292795.906250 Penalty: 3869.692871
	Iteration 0F: 3 clusters Score -292795.9 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -293344.875000 Penalty: 3869.692871
	Iteration 1F: 3 clusters Score -293344.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -293472.093750 Penalty: 3869.692871
	Iteration 2F: 3 clusters Score -293472.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -293553.937500 Penalty: 3869.692871
	Iteration 3Q: 3 clusters Score -293553.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -293591.218750 Penalty: 3869.692871
	Iteration 4Q: 3 clusters Score -293591.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -293616.156250 Penalty: 3869.692871
	Iteration 5Q: 3 clusters Score -293616.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -293638.906250 Penalty: 3869.692871
	Iteration 6Q: 3 clusters Score -293638.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -293655.656250 Penalty: 3869.692871
	Iteration 7Q: 3 clusters Score -293655.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -293672.437500 Penalty: 3869.692871
	Iteration 8Q: 3 clusters Score -293672.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -293684.500000 Penalty: 3869.692871
	Iteration 9Q: 3 clusters Score -293684.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -293695.875000 Penalty: 3869.692871
	Iteration 10Q: 3 clusters Score -293695.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -293703.187500 Penalty: 3869.692871
	Iteration 11Q: 3 clusters Score -293703.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -293708.468750 Penalty: 3869.692871
	Iteration 12Q: 3 clusters Score -293708.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -293712.312500 Penalty: 3869.692871
	Iteration 13Q: 3 clusters Score -293712.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -293715.687500 Penalty: 3869.692871
	Iteration 14Q: 3 clusters Score -293715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -293717.937500 Penalty: 3869.692871
	Iteration 15Q: 3 clusters Score -293717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -293718.000000 Penalty: 3869.692871
	Iteration 16Q: 3 clusters Score -293718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -293718.250000 Penalty: 3869.692871
	Iteration 17Q: 3 clusters Score -293718.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -293719.187500 Penalty: 3869.692871
	Iteration 18Q: 3 clusters Score -293719.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -293719.125000 Penalty: 3869.692871
	Iteration 19Q: 3 clusters Score -293719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -293719.125000 Penalty: 3869.692871
	Iteration 20F: 3 clusters Score -293719.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Entering Unmasked Estep 
Score: -1101570.625000 Penalty: 2316.637695
	Iteration 0F: 2 clusters Score -1101571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1092994.875000 Penalty: 4633.275391
	Iteration 0F: 3 clusters Score -1092995 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1095883.250000 Penalty: 4633.275391
	Iteration 1F: 3 clusters Score -1095883 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1096506.500000 Penalty: 4633.275391
	Iteration 2F: 3 clusters Score -1096506 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1097115.000000 Penalty: 4633.275391
	Iteration 3F: 3 clusters Score -1097115 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1097733.750000 Penalty: 4633.275391
	Iteration 4F: 3 clusters Score -1097734 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1098282.375000 Penalty: 4633.275391
	Iteration 5F: 3 clusters Score -1098282 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1098760.500000 Penalty: 4633.275391
	Iteration 6F: 3 clusters Score -1098760 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1099128.000000 Penalty: 4633.275391
	Iteration 7Q: 3 clusters Score -1099128 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1099384.500000 Penalty: 4633.275391
	Iteration 8Q: 3 clusters Score -1099384 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1099547.250000 Penalty: 4633.275391
	Iteration 9Q: 3 clusters Score -1099547 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1099647.375000 Penalty: 4633.275391
	Iteration 10Q: 3 clusters Score -1099647 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1099720.625000 Penalty: 4633.275391
	Iteration 11Q: 3 clusters Score -1099721 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1099768.625000 Penalty: 4633.275391
	Iteration 12Q: 3 clusters Score -1099769 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1099813.750000 Penalty: 4633.275391
	Iteration 13Q: 3 clusters Score -1099814 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1099871.000000 Penalty: 4633.275391
	Iteration 14Q: 3 clusters Score -1099871 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1099909.750000 Penalty: 4633.275391
	Iteration 15Q: 3 clusters Score -1099910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1099948.500000 Penalty: 4633.275391
	Iteration 16Q: 3 clusters Score -1099948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1099975.125000 Penalty: 4633.275391
	Iteration 17Q: 3 clusters Score -1099975 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1099997.625000 Penalty: 4633.275391
	Iteration 18Q: 3 clusters Score -1099998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1100019.000000 Penalty: 4633.275391
	Iteration 19Q: 3 clusters Score -1100019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1100032.625000 Penalty: 4633.275391
	Iteration 20F: 3 clusters Score -1100033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1100049.875000 Penalty: 4633.275391
	Iteration 21Q: 3 clusters Score -1100050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1100058.750000 Penalty: 4633.275391
	Iteration 22Q: 3 clusters Score -1100059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1100065.250000 Penalty: 4633.275391
	Iteration 23Q: 3 clusters Score -1100065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1100070.125000 Penalty: 4633.275391
	Iteration 24Q: 3 clusters Score -1100070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1100072.250000 Penalty: 4633.275391
	Iteration 25Q: 3 clusters Score -1100072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1100077.625000 Penalty: 4633.275391
	Iteration 26Q: 3 clusters Score -1100078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1100080.125000 Penalty: 4633.275391
	Iteration 27Q: 3 clusters Score -1100080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1100083.750000 Penalty: 4633.275391
	Iteration 28Q: 3 clusters Score -1100084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1100085.625000 Penalty: 4633.275391
	Iteration 29Q: 3 clusters Score -1100086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1100092.500000 Penalty: 4633.275391
	Iteration 30Q: 3 clusters Score -1100092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1100094.750000 Penalty: 4633.275391
	Iteration 31Q: 3 clusters Score -1100095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1100093.750000 Penalty: 4633.275391
	Iteration 32Q: 3 clusters Score -1100094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1100099.000000 Penalty: 4633.275391
	Iteration 33Q: 3 clusters Score -1100099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1100099.750000 Penalty: 4633.275391
	Iteration 34Q: 3 clusters Score -1100100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1100099.125000 Penalty: 4633.275391
	Iteration 35Q: 3 clusters Score -1100099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1100098.250000 Penalty: 4633.275391
	Iteration 36Q: 3 clusters Score -1100098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1100100.250000 Penalty: 4633.275391
	Iteration 37Q: 3 clusters Score -1100100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1100097.500000 Penalty: 4633.275391
	Iteration 38Q: 3 clusters Score -1100098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1100099.500000 Penalty: 4633.275391
	Iteration 39Q: 3 clusters Score -1100100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1100100.125000 Penalty: 4633.275391
	Iteration 40F: 3 clusters Score -1100100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1100100.000000 Penalty: 4633.275391
	Iteration 41Q: 3 clusters Score -1100100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1100101.375000 Penalty: 4633.275391
	Iteration 42Q: 3 clusters Score -1100101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1100101.375000 Penalty: 4633.275391
	Iteration 43F: 3 clusters Score -1100101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -65039.664062 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -65039.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -63202.878906 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -63202.88 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63461.023438 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -63461.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63569.250000 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -63569.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63637.105469 Penalty: 3373.436279
	Iteration 3Q: 3 clusters Score -63637.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63691.949219 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -63691.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -63731.726562 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -63731.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -63762.933594 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -63762.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63804.523438 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -63804.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63845.703125 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -63845.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63881.812500 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -63881.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63902.894531 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -63902.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63923.968750 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -63923.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63946.031250 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -63946.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63970.574219 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -63970.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63991.960938 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -63991.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64011.300781 Penalty: 3373.436279
	Iteration 15Q: 3 clusters Score -64011.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64019.878906 Penalty: 3373.436279
	Iteration 16Q: 3 clusters Score -64019.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64027.050781 Penalty: 3373.436279
	Iteration 17Q: 3 clusters Score -64027.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64031.957031 Penalty: 3373.436279
	Iteration 18Q: 3 clusters Score -64031.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64034.785156 Penalty: 3373.436279
	Iteration 19Q: 3 clusters Score -64034.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64038.125000 Penalty: 3373.436279
	Iteration 20F: 3 clusters Score -64038.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64042.550781 Penalty: 3373.436279
	Iteration 21Q: 3 clusters Score -64042.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -64045.269531 Penalty: 3373.436279
	Iteration 22Q: 3 clusters Score -64045.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64047.253906 Penalty: 3373.436279
	Iteration 23Q: 3 clusters Score -64047.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64047.253906 Penalty: 3373.436279
	Iteration 24F: 3 clusters Score -64047.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -392296.125000 Penalty: 2006.115479
	Iteration 0F: 2 clusters Score -392296.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -388869.093750 Penalty: 4012.230957
	Iteration 0F: 3 clusters Score -388869.1 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -389599.281250 Penalty: 4012.230957
	Iteration 1F: 3 clusters Score -389599.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -389774.093750 Penalty: 4012.230957
	Iteration 2F: 3 clusters Score -389774.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -389899.812500 Penalty: 4012.230957
	Iteration 3Q: 3 clusters Score -389899.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -389996.687500 Penalty: 4012.230957
	Iteration 4Q: 3 clusters Score -389996.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -390065.625000 Penalty: 4012.230957
	Iteration 5Q: 3 clusters Score -390065.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -390117.906250 Penalty: 4012.230957
	Iteration 6Q: 3 clusters Score -390117.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -390152.843750 Penalty: 4012.230957
	Iteration 7Q: 3 clusters Score -390152.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -390180.125000 Penalty: 4012.230957
	Iteration 8Q: 3 clusters Score -390180.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -390201.250000 Penalty: 4012.230957
	Iteration 9Q: 3 clusters Score -390201.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -390219.312500 Penalty: 4012.230957
	Iteration 10Q: 3 clusters Score -390219.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -390233.968750 Penalty: 4012.230957
	Iteration 11Q: 3 clusters Score -390234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -390243.000000 Penalty: 4012.230957
	Iteration 12Q: 3 clusters Score -390243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -390251.406250 Penalty: 4012.230957
	Iteration 13Q: 3 clusters Score -390251.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -390257.218750 Penalty: 4012.230957
	Iteration 14Q: 3 clusters Score -390257.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -390265.218750 Penalty: 4012.230957
	Iteration 15Q: 3 clusters Score -390265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -390273.937500 Penalty: 4012.230957
	Iteration 16Q: 3 clusters Score -390273.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -390286.968750 Penalty: 4012.230957
	Iteration 17Q: 3 clusters Score -390287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -390298.343750 Penalty: 4012.230957
	Iteration 18Q: 3 clusters Score -390298.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -390307.843750 Penalty: 4012.230957
	Iteration 19Q: 3 clusters Score -390307.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -390316.250000 Penalty: 4012.230957
	Iteration 20F: 3 clusters Score -390316.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -390323.812500 Penalty: 4012.230957
	Iteration 21Q: 3 clusters Score -390323.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -390331.062500 Penalty: 4012.230957
	Iteration 22Q: 3 clusters Score -390331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -390340.656250 Penalty: 4012.230957
	Iteration 23Q: 3 clusters Score -390340.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -390352.718750 Penalty: 4012.230957
	Iteration 24Q: 3 clusters Score -390352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -390360.062500 Penalty: 4012.230957
	Iteration 25Q: 3 clusters Score -390360.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -390368.437500 Penalty: 4012.230957
	Iteration 26Q: 3 clusters Score -390368.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -390372.781250 Penalty: 4012.230957
	Iteration 27Q: 3 clusters Score -390372.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -390374.500000 Penalty: 4012.230957
	Iteration 28Q: 3 clusters Score -390374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -390374.812500 Penalty: 4012.230957
	Iteration 29Q: 3 clusters Score -390374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -390375.562500 Penalty: 4012.230957
	Iteration 30Q: 3 clusters Score -390375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -390375.562500 Penalty: 4012.230957
	Iteration 31F: 3 clusters Score -390375.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Entering Unmasked Estep 
Score: -939928.250000 Penalty: 2221.590088
	Iteration 0F: 2 clusters Score -939928.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -933608.687500 Penalty: 4443.180176
	Iteration 0F: 3 clusters Score -933608.7 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -935369.187500 Penalty: 4443.180176
	Iteration 1F: 3 clusters Score -935369.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -935614.062500 Penalty: 4443.180176
	Iteration 2F: 3 clusters Score -935614.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -935776.812500 Penalty: 4443.180176
	Iteration 3Q: 3 clusters Score -935776.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -935904.187500 Penalty: 4443.180176
	Iteration 4Q: 3 clusters Score -935904.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -935998.000000 Penalty: 4443.180176
	Iteration 5Q: 3 clusters Score -935998 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -936077.625000 Penalty: 4443.180176
	Iteration 6Q: 3 clusters Score -936077.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -936141.250000 Penalty: 4443.180176
	Iteration 7Q: 3 clusters Score -936141.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -936218.250000 Penalty: 4443.180176
	Iteration 8Q: 3 clusters Score -936218.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -936276.500000 Penalty: 4443.180176
	Iteration 9Q: 3 clusters Score -936276.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -936341.125000 Penalty: 4443.180176
	Iteration 10Q: 3 clusters Score -936341.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -936393.375000 Penalty: 4443.180176
	Iteration 11Q: 3 clusters Score -936393.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -936433.500000 Penalty: 4443.180176
	Iteration 12Q: 3 clusters Score -936433.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -936465.187500 Penalty: 4443.180176
	Iteration 13Q: 3 clusters Score -936465.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -936489.250000 Penalty: 4443.180176
	Iteration 14Q: 3 clusters Score -936489.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -936512.187500 Penalty: 4443.180176
	Iteration 15Q: 3 clusters Score -936512.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -936537.312500 Penalty: 4443.180176
	Iteration 16Q: 3 clusters Score -936537.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -936569.312500 Penalty: 4443.180176
	Iteration 17Q: 3 clusters Score -936569.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -936599.687500 Penalty: 4443.180176
	Iteration 18Q: 3 clusters Score -936599.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -936635.125000 Penalty: 4443.180176
	Iteration 19Q: 3 clusters Score -936635.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -936668.562500 Penalty: 4443.180176
	Iteration 20F: 3 clusters Score -936668.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -936709.875000 Penalty: 4443.180176
	Iteration 21Q: 3 clusters Score -936709.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -936749.812500 Penalty: 4443.180176
	Iteration 22Q: 3 clusters Score -936749.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -936784.500000 Penalty: 4443.180176
	Iteration 23Q: 3 clusters Score -936784.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -936816.937500 Penalty: 4443.180176
	Iteration 24Q: 3 clusters Score -936816.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -936861.875000 Penalty: 4443.180176
	Iteration 25Q: 3 clusters Score -936861.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -936912.125000 Penalty: 4443.180176
	Iteration 26Q: 3 clusters Score -936912.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -936966.875000 Penalty: 4443.180176
	Iteration 27Q: 3 clusters Score -936966.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -937031.812500 Penalty: 4443.180176
	Iteration 28Q: 3 clusters Score -937031.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -937101.375000 Penalty: 4443.180176
	Iteration 29Q: 3 clusters Score -937101.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -937170.187500 Penalty: 4443.180176
	Iteration 30Q: 3 clusters Score -937170.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -937252.375000 Penalty: 4443.180176
	Iteration 31Q: 3 clusters Score -937252.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -937357.562500 Penalty: 4443.180176
	Iteration 32Q: 3 clusters Score -937357.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -937462.625000 Penalty: 4443.180176
	Iteration 33Q: 3 clusters Score -937462.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -937565.562500 Penalty: 4443.180176
	Iteration 34Q: 3 clusters Score -937565.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -937650.687500 Penalty: 4443.180176
	Iteration 35Q: 3 clusters Score -937650.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -937737.562500 Penalty: 4443.180176
	Iteration 36Q: 3 clusters Score -937737.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -937816.437500 Penalty: 4443.180176
	Iteration 37Q: 3 clusters Score -937816.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -937882.750000 Penalty: 4443.180176
	Iteration 38Q: 3 clusters Score -937882.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -937962.062500 Penalty: 4443.180176
	Iteration 39Q: 3 clusters Score -937962.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -938044.500000 Penalty: 4443.180176
	Iteration 40F: 3 clusters Score -938044.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -938105.562500 Penalty: 4443.180176
	Iteration 41Q: 3 clusters Score -938105.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -938171.000000 Penalty: 4443.180176
	Iteration 42Q: 3 clusters Score -938171 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -938221.562500 Penalty: 4443.180176
	Iteration 43Q: 3 clusters Score -938221.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -938281.625000 Penalty: 4443.180176
	Iteration 44Q: 3 clusters Score -938281.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -938321.562500 Penalty: 4443.180176
	Iteration 45Q: 3 clusters Score -938321.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -938347.000000 Penalty: 4443.180176
	Iteration 46Q: 3 clusters Score -938347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -938366.562500 Penalty: 4443.180176
	Iteration 47Q: 3 clusters Score -938366.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -938392.500000 Penalty: 4443.180176
	Iteration 48Q: 3 clusters Score -938392.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -938421.562500 Penalty: 4443.180176
	Iteration 49Q: 3 clusters Score -938421.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -938442.187500 Penalty: 4443.180176
	Iteration 50Q: 3 clusters Score -938442.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -938459.500000 Penalty: 4443.180176
	Iteration 51Q: 3 clusters Score -938459.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -938471.437500 Penalty: 4443.180176
	Iteration 52Q: 3 clusters Score -938471.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -938476.562500 Penalty: 4443.180176
	Iteration 53Q: 3 clusters Score -938476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -938478.312500 Penalty: 4443.180176
	Iteration 54Q: 3 clusters Score -938478.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -938481.687500 Penalty: 4443.180176
	Iteration 55Q: 3 clusters Score -938481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -938482.125000 Penalty: 4443.180176
	Iteration 56Q: 3 clusters Score -938482.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -938482.437500 Penalty: 4443.180176
	Iteration 57Q: 3 clusters Score -938482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -938483.375000 Penalty: 4443.180176
	Iteration 58Q: 3 clusters Score -938483.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -938487.750000 Penalty: 4443.180176
	Iteration 59Q: 3 clusters Score -938487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -938489.187500 Penalty: 4443.180176
	Iteration 60F: 3 clusters Score -938489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -938489.125000 Penalty: 4443.180176
	Iteration 61Q: 3 clusters Score -938489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -938490.000000 Penalty: 4443.180176
	Iteration 62Q: 3 clusters Score -938490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -938493.937500 Penalty: 4443.180176
	Iteration 63Q: 3 clusters Score -938493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -938493.500000 Penalty: 4443.180176
	Iteration 64Q: 3 clusters Score -938493.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -938496.312500 Penalty: 4443.180176
	Iteration 65Q: 3 clusters Score -938496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -938495.000000 Penalty: 4443.180176
	Iteration 66Q: 3 clusters Score -938495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -938495.000000 Penalty: 4443.180176
	Iteration 67F: 3 clusters Score -938495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Entering Unmasked Estep 
Score: -2171570.500000 Penalty: 2457.129150
	Iteration 0F: 2 clusters Score -2171570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2157393.000000 Penalty: 4914.258301
	Iteration 0F: 3 clusters Score -2157393 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2162669.000000 Penalty: 4914.258301
	Iteration 1F: 3 clusters Score -2162669 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2163602.000000 Penalty: 4914.258301
	Iteration 2F: 3 clusters Score -2163602 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2164510.250000 Penalty: 4914.258301
	Iteration 3F: 3 clusters Score -2164510 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2165342.250000 Penalty: 4914.258301
	Iteration 4F: 3 clusters Score -2165342 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2166064.750000 Penalty: 4914.258301
	Iteration 5F: 3 clusters Score -2166065 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2166716.500000 Penalty: 4914.258301
	Iteration 6F: 3 clusters Score -2166716 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2167239.500000 Penalty: 4914.258301
	Iteration 7Q: 3 clusters Score -2167240 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2167669.250000 Penalty: 4914.258301
	Iteration 8Q: 3 clusters Score -2167669 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2167983.500000 Penalty: 4914.258301
	Iteration 9Q: 3 clusters Score -2167984 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2168177.250000 Penalty: 4914.258301
	Iteration 10Q: 3 clusters Score -2168177 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2168363.250000 Penalty: 4914.258301
	Iteration 11Q: 3 clusters Score -2168363 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2168494.000000 Penalty: 4914.258301
	Iteration 12Q: 3 clusters Score -2168494 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2168606.250000 Penalty: 4914.258301
	Iteration 13Q: 3 clusters Score -2168606 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2168679.250000 Penalty: 4914.258301
	Iteration 14Q: 3 clusters Score -2168679 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2168746.500000 Penalty: 4914.258301
	Iteration 15Q: 3 clusters Score -2168746 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2168804.000000 Penalty: 4914.258301
	Iteration 16Q: 3 clusters Score -2168804 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2168837.250000 Penalty: 4914.258301
	Iteration 17Q: 3 clusters Score -2168837 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2168876.000000 Penalty: 4914.258301
	Iteration 18Q: 3 clusters Score -2168876 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -2168899.250000 Penalty: 4914.258301
	Iteration 19Q: 3 clusters Score -2168899 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2168916.000000 Penalty: 4914.258301
	Iteration 20F: 3 clusters Score -2168916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2168940.500000 Penalty: 4914.258301
	Iteration 21Q: 3 clusters Score -2168940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2168954.500000 Penalty: 4914.258301
	Iteration 22Q: 3 clusters Score -2168954 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2168959.750000 Penalty: 4914.258301
	Iteration 23Q: 3 clusters Score -2168960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2168968.750000 Penalty: 4914.258301
	Iteration 24Q: 3 clusters Score -2168969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2168967.000000 Penalty: 4914.258301
	Iteration 25Q: 3 clusters Score -2168967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2168975.750000 Penalty: 4914.258301
	Iteration 26Q: 3 clusters Score -2168976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2168990.000000 Penalty: 4914.258301
	Iteration 27Q: 3 clusters Score -2168990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2168996.250000 Penalty: 4914.258301
	Iteration 28Q: 3 clusters Score -2168996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2169010.000000 Penalty: 4914.258301
	Iteration 29Q: 3 clusters Score -2169010 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2169031.500000 Penalty: 4914.258301
	Iteration 30Q: 3 clusters Score -2169032 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2169044.750000 Penalty: 4914.258301
	Iteration 31Q: 3 clusters Score -2169045 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2169086.500000 Penalty: 4914.258301
	Iteration 32Q: 3 clusters Score -2169086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2169119.750000 Penalty: 4914.258301
	Iteration 33Q: 3 clusters Score -2169120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2169144.750000 Penalty: 4914.258301
	Iteration 34Q: 3 clusters Score -2169145 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2169166.750000 Penalty: 4914.258301
	Iteration 35Q: 3 clusters Score -2169167 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2169197.750000 Penalty: 4914.258301
	Iteration 36Q: 3 clusters Score -2169198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2169236.750000 Penalty: 4914.258301
	Iteration 37Q: 3 clusters Score -2169237 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2169299.750000 Penalty: 4914.258301
	Iteration 38Q: 3 clusters Score -2169300 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2169396.250000 Penalty: 4914.258301
	Iteration 39Q: 3 clusters Score -2169396 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2169544.750000 Penalty: 4914.258301
	Iteration 40F: 3 clusters Score -2169545 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2169661.750000 Penalty: 4914.258301
	Iteration 41Q: 3 clusters Score -2169662 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2169747.250000 Penalty: 4914.258301
	Iteration 42Q: 3 clusters Score -2169747 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2169785.250000 Penalty: 4914.258301
	Iteration 43Q: 3 clusters Score -2169785 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2169814.250000 Penalty: 4914.258301
	Iteration 44Q: 3 clusters Score -2169814 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2169829.750000 Penalty: 4914.258301
	Iteration 45Q: 3 clusters Score -2169830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2169838.000000 Penalty: 4914.258301
	Iteration 46Q: 3 clusters Score -2169838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2169854.000000 Penalty: 4914.258301
	Iteration 47Q: 3 clusters Score -2169854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2169853.250000 Penalty: 4914.258301
	Iteration 48Q: 3 clusters Score -2169853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2169861.250000 Penalty: 4914.258301
	Iteration 49Q: 3 clusters Score -2169861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2169870.000000 Penalty: 4914.258301
	Iteration 50Q: 3 clusters Score -2169870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2169875.000000 Penalty: 4914.258301
	Iteration 51Q: 3 clusters Score -2169875 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2169886.000000 Penalty: 4914.258301
	Iteration 52Q: 3 clusters Score -2169886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2169888.000000 Penalty: 4914.258301
	Iteration 53Q: 3 clusters Score -2169888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2169898.250000 Penalty: 4914.258301
	Iteration 54Q: 3 clusters Score -2169898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2169900.000000 Penalty: 4914.258301
	Iteration 55Q: 3 clusters Score -2169900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2169905.750000 Penalty: 4914.258301
	Iteration 56Q: 3 clusters Score -2169906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2169913.500000 Penalty: 4914.258301
	Iteration 57Q: 3 clusters Score -2169914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2169914.000000 Penalty: 4914.258301
	Iteration 58Q: 3 clusters Score -2169914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2169913.250000 Penalty: 4914.258301
	Iteration 59Q: 3 clusters Score -2169913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2169917.000000 Penalty: 4914.258301
	Iteration 60F: 3 clusters Score -2169917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2169918.000000 Penalty: 4914.258301
	Iteration 61Q: 3 clusters Score -2169918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2169925.250000 Penalty: 4914.258301
	Iteration 62Q: 3 clusters Score -2169925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2169919.750000 Penalty: 4914.258301
	Iteration 63Q: 3 clusters Score -2169920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2169925.750000 Penalty: 4914.258301
	Iteration 64Q: 3 clusters Score -2169926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2169919.750000 Penalty: 4914.258301
	Iteration 65Q: 3 clusters Score -2169920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2169922.750000 Penalty: 4914.258301
	Iteration 66Q: 3 clusters Score -2169923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2169923.500000 Penalty: 4914.258301
	Iteration 67Q: 3 clusters Score -2169924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2169927.250000 Penalty: 4914.258301
	Iteration 68Q: 3 clusters Score -2169927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2169928.500000 Penalty: 4914.258301
	Iteration 69Q: 3 clusters Score -2169928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2169924.750000 Penalty: 4914.258301
	Iteration 70Q: 3 clusters Score -2169925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2169928.750000 Penalty: 4914.258301
	Iteration 71Q: 3 clusters Score -2169929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2169927.000000 Penalty: 4914.258301
	Iteration 72Q: 3 clusters Score -2169927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2169926.000000 Penalty: 4914.258301
	Iteration 73Q: 3 clusters Score -2169926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2169932.000000 Penalty: 4914.258301
	Iteration 74Q: 3 clusters Score -2169932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2169932.000000 Penalty: 4914.258301
	Iteration 75Q: 3 clusters Score -2169932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2169932.500000 Penalty: 4914.258301
	Iteration 76Q: 3 clusters Score -2169932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2169935.250000 Penalty: 4914.258301
	Iteration 77Q: 3 clusters Score -2169935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2169933.750000 Penalty: 4914.258301
	Iteration 78Q: 3 clusters Score -2169934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2169931.750000 Penalty: 4914.258301
	Iteration 79Q: 3 clusters Score -2169932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2169934.250000 Penalty: 4914.258301
	Iteration 80F: 3 clusters Score -2169934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2169940.250000 Penalty: 4914.258301
	Iteration 81Q: 3 clusters Score -2169940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2169940.500000 Penalty: 4914.258301
	Iteration 82Q: 3 clusters Score -2169940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2169939.250000 Penalty: 4914.258301
	Iteration 83Q: 3 clusters Score -2169939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2169939.250000 Penalty: 4914.258301
	Iteration 84Q: 3 clusters Score -2169939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2169938.000000 Penalty: 4914.258301
	Iteration 85Q: 3 clusters Score -2169938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2169939.250000 Penalty: 4914.258301
	Iteration 86Q: 3 clusters Score -2169939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2169943.000000 Penalty: 4914.258301
	Iteration 87Q: 3 clusters Score -2169943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2169943.250000 Penalty: 4914.258301
	Iteration 88Q: 3 clusters Score -2169943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2169941.000000 Penalty: 4914.258301
	Iteration 89Q: 3 clusters Score -2169941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2169943.000000 Penalty: 4914.258301
	Iteration 90Q: 3 clusters Score -2169943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2169942.000000 Penalty: 4914.258301
	Iteration 91Q: 3 clusters Score -2169942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2169945.500000 Penalty: 4914.258301
	Iteration 92Q: 3 clusters Score -2169946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2169942.000000 Penalty: 4914.258301
	Iteration 93Q: 3 clusters Score -2169942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2169941.500000 Penalty: 4914.258301
	Iteration 94Q: 3 clusters Score -2169942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2169941.500000 Penalty: 4914.258301
	Iteration 95F: 3 clusters Score -2169942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Entering Unmasked Estep 
Score: -3300861.000000 Penalty: 2555.543457
	Iteration 0F: 2 clusters Score -3300861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -3280587.750000 Penalty: 5111.086914
	Iteration 0F: 3 clusters Score -3280588 nChanged 13396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -3288653.000000 Penalty: 5111.086914
	Iteration 1F: 3 clusters Score -3288653 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3290041.500000 Penalty: 5111.086914
	Iteration 2F: 3 clusters Score -3290042 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -3291505.000000 Penalty: 5111.086914
	Iteration 3F: 3 clusters Score -3291505 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3293077.250000 Penalty: 5111.086914
	Iteration 4F: 3 clusters Score -3293077 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3294545.750000 Penalty: 5111.086914
	Iteration 5F: 3 clusters Score -3294546 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3295715.750000 Penalty: 5111.086914
	Iteration 6F: 3 clusters Score -3295716 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3296454.250000 Penalty: 5111.086914
	Iteration 7Q: 3 clusters Score -3296454 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3296892.750000 Penalty: 5111.086914
	Iteration 8Q: 3 clusters Score -3296893 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3297178.750000 Penalty: 5111.086914
	Iteration 9Q: 3 clusters Score -3297179 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -3297384.500000 Penalty: 5111.086914
	Iteration 10Q: 3 clusters Score -3297384 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3297538.500000 Penalty: 5111.086914
	Iteration 11Q: 3 clusters Score -3297538 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3297690.000000 Penalty: 5111.086914
	Iteration 12Q: 3 clusters Score -3297690 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3297857.250000 Penalty: 5111.086914
	Iteration 13Q: 3 clusters Score -3297857 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3297968.750000 Penalty: 5111.086914
	Iteration 14Q: 3 clusters Score -3297969 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3298097.000000 Penalty: 5111.086914
	Iteration 15Q: 3 clusters Score -3298097 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3298199.250000 Penalty: 5111.086914
	Iteration 16Q: 3 clusters Score -3298199 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -3298289.500000 Penalty: 5111.086914
	Iteration 17Q: 3 clusters Score -3298290 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3298382.500000 Penalty: 5111.086914
	Iteration 18Q: 3 clusters Score -3298382 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3298457.500000 Penalty: 5111.086914
	Iteration 19Q: 3 clusters Score -3298458 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3298541.500000 Penalty: 5111.086914
	Iteration 20F: 3 clusters Score -3298542 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3298611.500000 Penalty: 5111.086914
	Iteration 21Q: 3 clusters Score -3298612 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3298673.750000 Penalty: 5111.086914
	Iteration 22Q: 3 clusters Score -3298674 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3298715.250000 Penalty: 5111.086914
	Iteration 23Q: 3 clusters Score -3298715 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3298760.750000 Penalty: 5111.086914
	Iteration 24Q: 3 clusters Score -3298761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3298809.250000 Penalty: 5111.086914
	Iteration 25Q: 3 clusters Score -3298809 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -3298823.500000 Penalty: 5111.086914
	Iteration 26Q: 3 clusters Score -3298824 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3298856.500000 Penalty: 5111.086914
	Iteration 27Q: 3 clusters Score -3298856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3298885.500000 Penalty: 5111.086914
	Iteration 28Q: 3 clusters Score -3298886 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3298911.250000 Penalty: 5111.086914
	Iteration 29Q: 3 clusters Score -3298911 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3298926.250000 Penalty: 5111.086914
	Iteration 30Q: 3 clusters Score -3298926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3298943.750000 Penalty: 5111.086914
	Iteration 31Q: 3 clusters Score -3298944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -3298960.750000 Penalty: 5111.086914
	Iteration 32Q: 3 clusters Score -3298961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3298969.250000 Penalty: 5111.086914
	Iteration 33Q: 3 clusters Score -3298969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3298994.500000 Penalty: 5111.086914
	Iteration 34Q: 3 clusters Score -3298994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3299006.500000 Penalty: 5111.086914
	Iteration 35Q: 3 clusters Score -3299006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3299015.500000 Penalty: 5111.086914
	Iteration 36Q: 3 clusters Score -3299016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3299020.250000 Penalty: 5111.086914
	Iteration 37Q: 3 clusters Score -3299020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3299032.750000 Penalty: 5111.086914
	Iteration 38Q: 3 clusters Score -3299033 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3299031.000000 Penalty: 5111.086914
	Iteration 39Q: 3 clusters Score -3299031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3299040.750000 Penalty: 5111.086914
	Iteration 40F: 3 clusters Score -3299041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3299038.250000 Penalty: 5111.086914
	Iteration 41Q: 3 clusters Score -3299038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3299044.500000 Penalty: 5111.086914
	Iteration 42Q: 3 clusters Score -3299044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3299047.000000 Penalty: 5111.086914
	Iteration 43Q: 3 clusters Score -3299047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3299049.000000 Penalty: 5111.086914
	Iteration 44Q: 3 clusters Score -3299049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3299063.000000 Penalty: 5111.086914
	Iteration 45Q: 3 clusters Score -3299063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3299065.750000 Penalty: 5111.086914
	Iteration 46Q: 3 clusters Score -3299066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3299068.000000 Penalty: 5111.086914
	Iteration 47Q: 3 clusters Score -3299068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3299070.750000 Penalty: 5111.086914
	Iteration 48Q: 3 clusters Score -3299071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3299074.750000 Penalty: 5111.086914
	Iteration 49Q: 3 clusters Score -3299075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3299076.500000 Penalty: 5111.086914
	Iteration 50Q: 3 clusters Score -3299076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3299077.750000 Penalty: 5111.086914
	Iteration 51Q: 3 clusters Score -3299078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3299081.000000 Penalty: 5111.086914
	Iteration 52Q: 3 clusters Score -3299081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3299086.000000 Penalty: 5111.086914
	Iteration 53Q: 3 clusters Score -3299086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3299086.500000 Penalty: 5111.086914
	Iteration 54Q: 3 clusters Score -3299086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3299088.250000 Penalty: 5111.086914
	Iteration 55Q: 3 clusters Score -3299088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3299093.500000 Penalty: 5111.086914
	Iteration 56Q: 3 clusters Score -3299094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3299091.250000 Penalty: 5111.086914
	Iteration 57Q: 3 clusters Score -3299091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3299095.250000 Penalty: 5111.086914
	Iteration 58Q: 3 clusters Score -3299095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3299099.500000 Penalty: 5111.086914
	Iteration 59Q: 3 clusters Score -3299100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3299095.500000 Penalty: 5111.086914
	Iteration 60F: 3 clusters Score -3299096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3299091.000000 Penalty: 5111.086914
	Iteration 61Q: 3 clusters Score -3299091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3299090.250000 Penalty: 5111.086914
	Iteration 62Q: 3 clusters Score -3299090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3299089.000000 Penalty: 5111.086914
	Iteration 63Q: 3 clusters Score -3299089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3299090.250000 Penalty: 5111.086914
	Iteration 64Q: 3 clusters Score -3299090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3299091.250000 Penalty: 5111.086914
	Iteration 65Q: 3 clusters Score -3299091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3299090.250000 Penalty: 5111.086914
	Iteration 66Q: 3 clusters Score -3299090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3299094.250000 Penalty: 5111.086914
	Iteration 67Q: 3 clusters Score -3299094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -3299103.750000 Penalty: 5111.086914
	Iteration 68Q: 3 clusters Score -3299104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3299096.000000 Penalty: 5111.086914
	Iteration 69Q: 3 clusters Score -3299096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3299105.000000 Penalty: 5111.086914
	Iteration 70Q: 3 clusters Score -3299105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3299107.500000 Penalty: 5111.086914
	Iteration 71Q: 3 clusters Score -3299108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3299109.750000 Penalty: 5111.086914
	Iteration 72Q: 3 clusters Score -3299110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3299123.750000 Penalty: 5111.086914
	Iteration 73Q: 3 clusters Score -3299124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3299127.000000 Penalty: 5111.086914
	Iteration 74Q: 3 clusters Score -3299127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3299132.000000 Penalty: 5111.086914
	Iteration 75Q: 3 clusters Score -3299132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3299130.000000 Penalty: 5111.086914
	Iteration 76Q: 3 clusters Score -3299130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3299130.750000 Penalty: 5111.086914
	Iteration 77Q: 3 clusters Score -3299131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3299129.750000 Penalty: 5111.086914
	Iteration 78Q: 3 clusters Score -3299130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3299130.000000 Penalty: 5111.086914
	Iteration 79Q: 3 clusters Score -3299130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3299138.750000 Penalty: 5111.086914
	Iteration 80F: 3 clusters Score -3299139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3299150.250000 Penalty: 5111.086914
	Iteration 81Q: 3 clusters Score -3299150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3299154.750000 Penalty: 5111.086914
	Iteration 82Q: 3 clusters Score -3299155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3299153.500000 Penalty: 5111.086914
	Iteration 83Q: 3 clusters Score -3299154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3299158.250000 Penalty: 5111.086914
	Iteration 84Q: 3 clusters Score -3299158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3299159.750000 Penalty: 5111.086914
	Iteration 85Q: 3 clusters Score -3299160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3299158.750000 Penalty: 5111.086914
	Iteration 86Q: 3 clusters Score -3299159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3299155.250000 Penalty: 5111.086914
	Iteration 87Q: 3 clusters Score -3299155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3299165.750000 Penalty: 5111.086914
	Iteration 88Q: 3 clusters Score -3299166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -3299162.500000 Penalty: 5111.086914
	Iteration 89Q: 3 clusters Score -3299162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3299165.500000 Penalty: 5111.086914
	Iteration 90Q: 3 clusters Score -3299166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3299167.500000 Penalty: 5111.086914
	Iteration 91Q: 3 clusters Score -3299168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3299163.750000 Penalty: 5111.086914
	Iteration 92Q: 3 clusters Score -3299164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3299164.500000 Penalty: 5111.086914
	Iteration 93Q: 3 clusters Score -3299164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3299164.750000 Penalty: 5111.086914
	Iteration 94Q: 3 clusters Score -3299165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3299164.000000 Penalty: 5111.086914
	Iteration 95Q: 3 clusters Score -3299164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3299162.250000 Penalty: 5111.086914
	Iteration 96Q: 3 clusters Score -3299162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -3299161.750000 Penalty: 5111.086914
	Iteration 97Q: 3 clusters Score -3299162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -3299162.250000 Penalty: 5111.086914
	Iteration 98Q: 3 clusters Score -3299162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3299162.000000 Penalty: 5111.086914
	Iteration 99Q: 3 clusters Score -3299162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3299161.500000 Penalty: 5111.086914
	Iteration 100F: 3 clusters Score -3299162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3299160.750000 Penalty: 5111.086914
	Iteration 101Q: 3 clusters Score -3299161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3299160.750000 Penalty: 5111.086914
	Iteration 102F: 3 clusters Score -3299161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Entering Unmasked Estep 
Score: -1949685.375000 Penalty: 2407.211670
	Iteration 0F: 2 clusters Score -1949685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1937851.375000 Penalty: 4814.423340
	Iteration 0F: 3 clusters Score -1937851 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1941845.375000 Penalty: 4814.423340
	Iteration 1F: 3 clusters Score -1941845 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1942472.500000 Penalty: 4814.423340
	Iteration 2F: 3 clusters Score -1942472 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1943098.750000 Penalty: 4814.423340
	Iteration 3F: 3 clusters Score -1943099 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1943800.125000 Penalty: 4814.423340
	Iteration 4F: 3 clusters Score -1943800 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1944467.625000 Penalty: 4814.423340
	Iteration 5F: 3 clusters Score -1944468 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1945068.250000 Penalty: 4814.423340
	Iteration 6F: 3 clusters Score -1945068 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1945616.750000 Penalty: 4814.423340
	Iteration 7Q: 3 clusters Score -1945617 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1946125.125000 Penalty: 4814.423340
	Iteration 8Q: 3 clusters Score -1946125 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1946662.500000 Penalty: 4814.423340
	Iteration 9Q: 3 clusters Score -1946662 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1947069.000000 Penalty: 4814.423340
	Iteration 10Q: 3 clusters Score -1947069 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1947395.000000 Penalty: 4814.423340
	Iteration 11Q: 3 clusters Score -1947395 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1947637.875000 Penalty: 4814.423340
	Iteration 12Q: 3 clusters Score -1947638 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1947809.500000 Penalty: 4814.423340
	Iteration 13Q: 3 clusters Score -1947810 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1947897.375000 Penalty: 4814.423340
	Iteration 14Q: 3 clusters Score -1947897 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1947961.500000 Penalty: 4814.423340
	Iteration 15Q: 3 clusters Score -1947962 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1948009.375000 Penalty: 4814.423340
	Iteration 16Q: 3 clusters Score -1948009 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1948027.750000 Penalty: 4814.423340
	Iteration 17Q: 3 clusters Score -1948028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1948043.375000 Penalty: 4814.423340
	Iteration 18Q: 3 clusters Score -1948043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1948056.000000 Penalty: 4814.423340
	Iteration 19Q: 3 clusters Score -1948056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1948069.375000 Penalty: 4814.423340
	Iteration 20F: 3 clusters Score -1948069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1948076.000000 Penalty: 4814.423340
	Iteration 21Q: 3 clusters Score -1948076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1948078.750000 Penalty: 4814.423340
	Iteration 22Q: 3 clusters Score -1948079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1948082.125000 Penalty: 4814.423340
	Iteration 23Q: 3 clusters Score -1948082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1948087.625000 Penalty: 4814.423340
	Iteration 24Q: 3 clusters Score -1948088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1948088.625000 Penalty: 4814.423340
	Iteration 25Q: 3 clusters Score -1948089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1948096.625000 Penalty: 4814.423340
	Iteration 26Q: 3 clusters Score -1948097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1948093.500000 Penalty: 4814.423340
	Iteration 27Q: 3 clusters Score -1948094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1948097.000000 Penalty: 4814.423340
	Iteration 28Q: 3 clusters Score -1948097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1948099.750000 Penalty: 4814.423340
	Iteration 29Q: 3 clusters Score -1948100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1948101.250000 Penalty: 4814.423340
	Iteration 30Q: 3 clusters Score -1948101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1948098.000000 Penalty: 4814.423340
	Iteration 31Q: 3 clusters Score -1948098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1948103.125000 Penalty: 4814.423340
	Iteration 32Q: 3 clusters Score -1948103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1948105.000000 Penalty: 4814.423340
	Iteration 33Q: 3 clusters Score -1948105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1948103.750000 Penalty: 4814.423340
	Iteration 34Q: 3 clusters Score -1948104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1948108.625000 Penalty: 4814.423340
	Iteration 35Q: 3 clusters Score -1948109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1948113.125000 Penalty: 4814.423340
	Iteration 36Q: 3 clusters Score -1948113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1948108.500000 Penalty: 4814.423340
	Iteration 37Q: 3 clusters Score -1948108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1948109.250000 Penalty: 4814.423340
	Iteration 38Q: 3 clusters Score -1948109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1948111.625000 Penalty: 4814.423340
	Iteration 39Q: 3 clusters Score -1948112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1948112.750000 Penalty: 4814.423340
	Iteration 40F: 3 clusters Score -1948113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1948113.375000 Penalty: 4814.423340
	Iteration 41Q: 3 clusters Score -1948113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1948118.000000 Penalty: 4814.423340
	Iteration 42Q: 3 clusters Score -1948118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1948117.000000 Penalty: 4814.423340
	Iteration 43Q: 3 clusters Score -1948117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1948117.000000 Penalty: 4814.423340
	Iteration 44Q: 3 clusters Score -1948117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1948121.000000 Penalty: 4814.423340
	Iteration 45Q: 3 clusters Score -1948121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1948123.375000 Penalty: 4814.423340
	Iteration 46Q: 3 clusters Score -1948123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1948128.250000 Penalty: 4814.423340
	Iteration 47Q: 3 clusters Score -1948128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1948128.875000 Penalty: 4814.423340
	Iteration 48Q: 3 clusters Score -1948129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1948126.125000 Penalty: 4814.423340
	Iteration 49Q: 3 clusters Score -1948126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1948127.625000 Penalty: 4814.423340
	Iteration 50Q: 3 clusters Score -1948128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1948126.875000 Penalty: 4814.423340
	Iteration 51Q: 3 clusters Score -1948127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1948126.125000 Penalty: 4814.423340
	Iteration 52Q: 3 clusters Score -1948126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1948132.500000 Penalty: 4814.423340
	Iteration 53Q: 3 clusters Score -1948132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1948132.750000 Penalty: 4814.423340
	Iteration 54Q: 3 clusters Score -1948133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1948132.625000 Penalty: 4814.423340
	Iteration 55Q: 3 clusters Score -1948133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1948132.375000 Penalty: 4814.423340
	Iteration 56Q: 3 clusters Score -1948132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1948139.625000 Penalty: 4814.423340
	Iteration 57Q: 3 clusters Score -1948140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1948136.500000 Penalty: 4814.423340
	Iteration 58Q: 3 clusters Score -1948136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1948135.250000 Penalty: 4814.423340
	Iteration 59Q: 3 clusters Score -1948135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1948134.500000 Penalty: 4814.423340
	Iteration 60F: 3 clusters Score -1948134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1948140.500000 Penalty: 4814.423340
	Iteration 61Q: 3 clusters Score -1948140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1948137.000000 Penalty: 4814.423340
	Iteration 62Q: 3 clusters Score -1948137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1948141.250000 Penalty: 4814.423340
	Iteration 63Q: 3 clusters Score -1948141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1948143.500000 Penalty: 4814.423340
	Iteration 64Q: 3 clusters Score -1948144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1948147.000000 Penalty: 4814.423340
	Iteration 65Q: 3 clusters Score -1948147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1948146.625000 Penalty: 4814.423340
	Iteration 66Q: 3 clusters Score -1948147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1948146.625000 Penalty: 4814.423340
	Iteration 67F: 3 clusters Score -1948147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -76382.562500 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -76382.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74674.890625 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -74674.89 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74963.804688 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -74963.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75057.460938 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -75057.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75103.453125 Penalty: 3303.009766
	Iteration 3Q: 3 clusters Score -75103.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75124.195312 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -75124.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75133.578125 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -75133.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -75154.507812 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -75154.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75172.289062 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -75172.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75178.078125 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -75178.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75184.632812 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -75184.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75191.250000 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -75191.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75197.554688 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -75197.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75202.968750 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -75202.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75202.968750 Penalty: 3303.009766
	Iteration 13F: 3 clusters Score -75202.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -320681.437500 Penalty: 1962.190063
	Iteration 0F: 2 clusters Score -320681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -317609.687500 Penalty: 3924.380127
	Iteration 0F: 3 clusters Score -317609.7 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -318235.906250 Penalty: 3924.380127
	Iteration 1F: 3 clusters Score -318235.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -318402.593750 Penalty: 3924.380127
	Iteration 2F: 3 clusters Score -318402.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -318527.062500 Penalty: 3924.380127
	Iteration 3F: 3 clusters Score -318527.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -318621.968750 Penalty: 3924.380127
	Iteration 4Q: 3 clusters Score -318622 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -318720.218750 Penalty: 3924.380127
	Iteration 5Q: 3 clusters Score -318720.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -318802.406250 Penalty: 3924.380127
	Iteration 6Q: 3 clusters Score -318802.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -318899.062500 Penalty: 3924.380127
	Iteration 7Q: 3 clusters Score -318899.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -318988.687500 Penalty: 3924.380127
	Iteration 8Q: 3 clusters Score -318988.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -319082.031250 Penalty: 3924.380127
	Iteration 9Q: 3 clusters Score -319082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -319163.062500 Penalty: 3924.380127
	Iteration 10Q: 3 clusters Score -319163.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -319217.125000 Penalty: 3924.380127
	Iteration 11Q: 3 clusters Score -319217.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -319287.718750 Penalty: 3924.380127
	Iteration 12Q: 3 clusters Score -319287.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -319365.437500 Penalty: 3924.380127
	Iteration 13Q: 3 clusters Score -319365.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -319430.406250 Penalty: 3924.380127
	Iteration 14Q: 3 clusters Score -319430.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -319509.218750 Penalty: 3924.380127
	Iteration 15Q: 3 clusters Score -319509.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -319596.437500 Penalty: 3924.380127
	Iteration 16Q: 3 clusters Score -319596.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -319681.968750 Penalty: 3924.380127
	Iteration 17Q: 3 clusters Score -319682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -319778.781250 Penalty: 3924.380127
	Iteration 18Q: 3 clusters Score -319778.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -319920.375000 Penalty: 3924.380127
	Iteration 19Q: 3 clusters Score -319920.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -320129.812500 Penalty: 3924.380127
	Iteration 20F: 3 clusters Score -320129.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -320450.906250 Penalty: 3924.380127
	Iteration 21Q: 3 clusters Score -320450.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -320777.250000 Penalty: 3924.380127
	Iteration 22Q: 3 clusters Score -320777.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -320924.812500 Penalty: 3924.380127
	Iteration 23Q: 3 clusters Score -320924.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321015.250000 Penalty: 3924.380127
	Iteration 24Q: 3 clusters Score -321015.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -321082.906250 Penalty: 3924.380127
	Iteration 25Q: 3 clusters Score -321082.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -321149.406250 Penalty: 3924.380127
	Iteration 26Q: 3 clusters Score -321149.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -321222.750000 Penalty: 3924.380127
	Iteration 27Q: 3 clusters Score -321222.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -321239.687500 Penalty: 3924.380127
	Iteration 28Q: 3 clusters Score -321239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -321249.125000 Penalty: 3924.380127
	Iteration 29Q: 3 clusters Score -321249.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -321250.187500 Penalty: 3924.380127
	Iteration 30Q: 3 clusters Score -321250.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -321251.343750 Penalty: 3924.380127
	Iteration 31Q: 3 clusters Score -321251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -321252.343750 Penalty: 3924.380127
	Iteration 32Q: 3 clusters Score -321252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -321254.031250 Penalty: 3924.380127
	Iteration 33Q: 3 clusters Score -321254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -321258.906250 Penalty: 3924.380127
	Iteration 34F: 3 clusters Score -321258.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -321259.937500 Penalty: 3924.380127
	Iteration 35Q: 3 clusters Score -321259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -321259.937500 Penalty: 3924.380127
	Iteration 36F: 3 clusters Score -321259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39152 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10749 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 10716 members 
Mstep: Class 11 contains 17875 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11399 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7770 members 
Mstep: Class 18 contains 20086 members 
Mstep: Class 19 contains 29870 members 
Mstep: Class 20 contains 16424 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 1428 members 
Mstep: Class 23 contains 7781 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 6994 members 
Mstep: Class 28 contains 6026 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15714 members 
Mstep: Class 31 contains 10428 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 9055 members 
Mstep: Class 35 contains 1302 members 
Entering Unmasked Estep 
Score: -35700300.000000 Penalty: 110061.320312
Splitting cluster 22 changes total score from -35700816.000000 to -35700300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (7781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Entering Unmasked Estep 
Score: -955021.125000 Penalty: 2221.941162
	Iteration 0F: 2 clusters Score -955021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -948734.250000 Penalty: 4443.882324
	Iteration 0F: 3 clusters Score -948734.2 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -950446.312500 Penalty: 4443.882324
	Iteration 1F: 3 clusters Score -950446.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -950809.125000 Penalty: 4443.882324
	Iteration 2F: 3 clusters Score -950809.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -951106.500000 Penalty: 4443.882324
	Iteration 3F: 3 clusters Score -951106.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -951386.687500 Penalty: 4443.882324
	Iteration 4F: 3 clusters Score -951386.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -951666.750000 Penalty: 4443.882324
	Iteration 5F: 3 clusters Score -951666.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -951916.062500 Penalty: 4443.882324
	Iteration 6Q: 3 clusters Score -951916.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -952171.375000 Penalty: 4443.882324
	Iteration 7Q: 3 clusters Score -952171.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -952407.562500 Penalty: 4443.882324
	Iteration 8Q: 3 clusters Score -952407.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -952627.562500 Penalty: 4443.882324
	Iteration 9Q: 3 clusters Score -952627.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -952835.937500 Penalty: 4443.882324
	Iteration 10Q: 3 clusters Score -952835.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -952993.812500 Penalty: 4443.882324
	Iteration 11Q: 3 clusters Score -952993.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -953114.437500 Penalty: 4443.882324
	Iteration 12Q: 3 clusters Score -953114.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -953218.000000 Penalty: 4443.882324
	Iteration 13Q: 3 clusters Score -953218 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -953325.750000 Penalty: 4443.882324
	Iteration 14Q: 3 clusters Score -953325.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -953447.187500 Penalty: 4443.882324
	Iteration 15Q: 3 clusters Score -953447.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -953580.500000 Penalty: 4443.882324
	Iteration 16Q: 3 clusters Score -953580.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -953717.125000 Penalty: 4443.882324
	Iteration 17Q: 3 clusters Score -953717.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -953832.187500 Penalty: 4443.882324
	Iteration 18Q: 3 clusters Score -953832.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -953921.937500 Penalty: 4443.882324
	Iteration 19Q: 3 clusters Score -953921.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -953975.687500 Penalty: 4443.882324
	Iteration 20F: 3 clusters Score -953975.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -954001.250000 Penalty: 4443.882324
	Iteration 21Q: 3 clusters Score -954001.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -954016.687500 Penalty: 4443.882324
	Iteration 22Q: 3 clusters Score -954016.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -954035.562500 Penalty: 4443.882324
	Iteration 23Q: 3 clusters Score -954035.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -954052.312500 Penalty: 4443.882324
	Iteration 24Q: 3 clusters Score -954052.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -954068.625000 Penalty: 4443.882324
	Iteration 25Q: 3 clusters Score -954068.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -954083.312500 Penalty: 4443.882324
	Iteration 26Q: 3 clusters Score -954083.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -954084.812500 Penalty: 4443.882324
	Iteration 27Q: 3 clusters Score -954084.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -954092.687500 Penalty: 4443.882324
	Iteration 28Q: 3 clusters Score -954092.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -954096.312500 Penalty: 4443.882324
	Iteration 29Q: 3 clusters Score -954096.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -954107.187500 Penalty: 4443.882324
	Iteration 30Q: 3 clusters Score -954107.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -954112.812500 Penalty: 4443.882324
	Iteration 31Q: 3 clusters Score -954112.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -954121.187500 Penalty: 4443.882324
	Iteration 32Q: 3 clusters Score -954121.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -954125.125000 Penalty: 4443.882324
	Iteration 33Q: 3 clusters Score -954125.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -954128.250000 Penalty: 4443.882324
	Iteration 34Q: 3 clusters Score -954128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -954129.875000 Penalty: 4443.882324
	Iteration 35Q: 3 clusters Score -954129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -954132.625000 Penalty: 4443.882324
	Iteration 36Q: 3 clusters Score -954132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -954134.062500 Penalty: 4443.882324
	Iteration 37Q: 3 clusters Score -954134.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -954134.500000 Penalty: 4443.882324
	Iteration 38Q: 3 clusters Score -954134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -954132.625000 Penalty: 4443.882324
	Iteration 39Q: 3 clusters Score -954132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -954136.062500 Penalty: 4443.882324
	Iteration 40F: 3 clusters Score -954136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -954133.250000 Penalty: 4443.882324
	Iteration 41Q: 3 clusters Score -954133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -954137.375000 Penalty: 4443.882324
	Iteration 42Q: 3 clusters Score -954137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -954138.687500 Penalty: 4443.882324
	Iteration 43Q: 3 clusters Score -954138.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -954138.937500 Penalty: 4443.882324
	Iteration 44Q: 3 clusters Score -954138.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -954139.187500 Penalty: 4443.882324
	Iteration 45Q: 3 clusters Score -954139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -954139.812500 Penalty: 4443.882324
	Iteration 46Q: 3 clusters Score -954139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -954140.250000 Penalty: 4443.882324
	Iteration 47Q: 3 clusters Score -954140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -954139.250000 Penalty: 4443.882324
	Iteration 48Q: 3 clusters Score -954139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -954139.250000 Penalty: 4443.882324
	Iteration 49F: 3 clusters Score -954139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -596987.687500 Penalty: 2201.244629
	Iteration 0F: 2 clusters Score -596987.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -591058.312500 Penalty: 4402.489258
	Iteration 0F: 3 clusters Score -591058.3 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -592912.875000 Penalty: 4402.489258
	Iteration 1F: 3 clusters Score -592912.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -593422.125000 Penalty: 4402.489258
	Iteration 2F: 3 clusters Score -593422.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -593854.187500 Penalty: 4402.489258
	Iteration 3F: 3 clusters Score -593854.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -594237.375000 Penalty: 4402.489258
	Iteration 4F: 3 clusters Score -594237.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -594719.250000 Penalty: 4402.489258
	Iteration 5F: 3 clusters Score -594719.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -595187.187500 Penalty: 4402.489258
	Iteration 6F: 3 clusters Score -595187.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -595525.375000 Penalty: 4402.489258
	Iteration 7F: 3 clusters Score -595525.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -595735.000000 Penalty: 4402.489258
	Iteration 8Q: 3 clusters Score -595735 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -595857.562500 Penalty: 4402.489258
	Iteration 9Q: 3 clusters Score -595857.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -595935.500000 Penalty: 4402.489258
	Iteration 10Q: 3 clusters Score -595935.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -595994.437500 Penalty: 4402.489258
	Iteration 11Q: 3 clusters Score -595994.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -596040.625000 Penalty: 4402.489258
	Iteration 12Q: 3 clusters Score -596040.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -596069.437500 Penalty: 4402.489258
	Iteration 13Q: 3 clusters Score -596069.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -596096.812500 Penalty: 4402.489258
	Iteration 14Q: 3 clusters Score -596096.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -596121.562500 Penalty: 4402.489258
	Iteration 15Q: 3 clusters Score -596121.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -596141.375000 Penalty: 4402.489258
	Iteration 16Q: 3 clusters Score -596141.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -596154.687500 Penalty: 4402.489258
	Iteration 17Q: 3 clusters Score -596154.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -596163.312500 Penalty: 4402.489258
	Iteration 18Q: 3 clusters Score -596163.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -596171.625000 Penalty: 4402.489258
	Iteration 19Q: 3 clusters Score -596171.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -596181.250000 Penalty: 4402.489258
	Iteration 20F: 3 clusters Score -596181.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -596195.625000 Penalty: 4402.489258
	Iteration 21Q: 3 clusters Score -596195.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -596212.812500 Penalty: 4402.489258
	Iteration 22Q: 3 clusters Score -596212.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -596226.500000 Penalty: 4402.489258
	Iteration 23Q: 3 clusters Score -596226.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -596228.687500 Penalty: 4402.489258
	Iteration 24Q: 3 clusters Score -596228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -596231.562500 Penalty: 4402.489258
	Iteration 25Q: 3 clusters Score -596231.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -596233.875000 Penalty: 4402.489258
	Iteration 26Q: 3 clusters Score -596233.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -596234.750000 Penalty: 4402.489258
	Iteration 27Q: 3 clusters Score -596234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -596235.437500 Penalty: 4402.489258
	Iteration 28Q: 3 clusters Score -596235.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -596236.625000 Penalty: 4402.489258
	Iteration 29Q: 3 clusters Score -596236.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -596238.000000 Penalty: 4402.489258
	Iteration 30Q: 3 clusters Score -596238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -596239.375000 Penalty: 4402.489258
	Iteration 31Q: 3 clusters Score -596239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -596243.625000 Penalty: 4402.489258
	Iteration 32Q: 3 clusters Score -596243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -596245.875000 Penalty: 4402.489258
	Iteration 33Q: 3 clusters Score -596245.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -596246.625000 Penalty: 4402.489258
	Iteration 34Q: 3 clusters Score -596246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -596250.250000 Penalty: 4402.489258
	Iteration 35Q: 3 clusters Score -596250.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -596253.125000 Penalty: 4402.489258
	Iteration 36Q: 3 clusters Score -596253.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -596255.062500 Penalty: 4402.489258
	Iteration 37Q: 3 clusters Score -596255.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -596257.250000 Penalty: 4402.489258
	Iteration 38Q: 3 clusters Score -596257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -596257.187500 Penalty: 4402.489258
	Iteration 39Q: 3 clusters Score -596257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -596257.750000 Penalty: 4402.489258
	Iteration 40F: 3 clusters Score -596257.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -596258.437500 Penalty: 4402.489258
	Iteration 41Q: 3 clusters Score -596258.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -596258.437500 Penalty: 4402.489258
	Iteration 42Q: 3 clusters Score -596258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -596261.000000 Penalty: 4402.489258
	Iteration 43Q: 3 clusters Score -596261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -596261.625000 Penalty: 4402.489258
	Iteration 44Q: 3 clusters Score -596261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -596262.625000 Penalty: 4402.489258
	Iteration 45Q: 3 clusters Score -596262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -596263.875000 Penalty: 4402.489258
	Iteration 46Q: 3 clusters Score -596263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -596263.875000 Penalty: 4402.489258
	Iteration 47F: 3 clusters Score -596263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -511493.062500 Penalty: 2072.134277
	Iteration 0F: 2 clusters Score -511493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -507400.593750 Penalty: 4144.268555
	Iteration 0F: 3 clusters Score -507400.6 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -508400.593750 Penalty: 4144.268555
	Iteration 1F: 3 clusters Score -508400.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -508599.906250 Penalty: 4144.268555
	Iteration 2F: 3 clusters Score -508599.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -508703.062500 Penalty: 4144.268555
	Iteration 3Q: 3 clusters Score -508703.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -508783.500000 Penalty: 4144.268555
	Iteration 4Q: 3 clusters Score -508783.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -508869.468750 Penalty: 4144.268555
	Iteration 5Q: 3 clusters Score -508869.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -508945.906250 Penalty: 4144.268555
	Iteration 6Q: 3 clusters Score -508945.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -509010.656250 Penalty: 4144.268555
	Iteration 7Q: 3 clusters Score -509010.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -509057.750000 Penalty: 4144.268555
	Iteration 8Q: 3 clusters Score -509057.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -509107.500000 Penalty: 4144.268555
	Iteration 9Q: 3 clusters Score -509107.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -509160.875000 Penalty: 4144.268555
	Iteration 10Q: 3 clusters Score -509160.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -509221.562500 Penalty: 4144.268555
	Iteration 11Q: 3 clusters Score -509221.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -509280.687500 Penalty: 4144.268555
	Iteration 12Q: 3 clusters Score -509280.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -509326.000000 Penalty: 4144.268555
	Iteration 13Q: 3 clusters Score -509326 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -509368.687500 Penalty: 4144.268555
	Iteration 14Q: 3 clusters Score -509368.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -509405.750000 Penalty: 4144.268555
	Iteration 15Q: 3 clusters Score -509405.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -509443.812500 Penalty: 4144.268555
	Iteration 16Q: 3 clusters Score -509443.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -509474.656250 Penalty: 4144.268555
	Iteration 17Q: 3 clusters Score -509474.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -509501.625000 Penalty: 4144.268555
	Iteration 18Q: 3 clusters Score -509501.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -509534.093750 Penalty: 4144.268555
	Iteration 19Q: 3 clusters Score -509534.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -509565.812500 Penalty: 4144.268555
	Iteration 20F: 3 clusters Score -509565.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -509590.093750 Penalty: 4144.268555
	Iteration 21Q: 3 clusters Score -509590.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -509614.156250 Penalty: 4144.268555
	Iteration 22Q: 3 clusters Score -509614.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -509634.875000 Penalty: 4144.268555
	Iteration 23Q: 3 clusters Score -509634.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -509652.281250 Penalty: 4144.268555
	Iteration 24Q: 3 clusters Score -509652.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -509663.125000 Penalty: 4144.268555
	Iteration 25Q: 3 clusters Score -509663.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -509672.125000 Penalty: 4144.268555
	Iteration 26Q: 3 clusters Score -509672.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -509677.437500 Penalty: 4144.268555
	Iteration 27Q: 3 clusters Score -509677.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -509683.093750 Penalty: 4144.268555
	Iteration 28Q: 3 clusters Score -509683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -509687.343750 Penalty: 4144.268555
	Iteration 29Q: 3 clusters Score -509687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -509689.625000 Penalty: 4144.268555
	Iteration 30Q: 3 clusters Score -509689.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -509692.593750 Penalty: 4144.268555
	Iteration 31Q: 3 clusters Score -509692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -509695.375000 Penalty: 4144.268555
	Iteration 32Q: 3 clusters Score -509695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -509699.125000 Penalty: 4144.268555
	Iteration 33Q: 3 clusters Score -509699.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -509700.937500 Penalty: 4144.268555
	Iteration 34Q: 3 clusters Score -509700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -509701.968750 Penalty: 4144.268555
	Iteration 35Q: 3 clusters Score -509702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -509701.968750 Penalty: 4144.268555
	Iteration 36F: 3 clusters Score -509702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Entering Unmasked Estep 
Score: -967170.125000 Penalty: 2227.986328
	Iteration 0F: 2 clusters Score -967170.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -960799.500000 Penalty: 4455.972656
	Iteration 0F: 3 clusters Score -960799.5 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -962594.937500 Penalty: 4455.972656
	Iteration 1F: 3 clusters Score -962594.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -962894.937500 Penalty: 4455.972656
	Iteration 2F: 3 clusters Score -962894.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -963132.750000 Penalty: 4455.972656
	Iteration 3F: 3 clusters Score -963132.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -963359.812500 Penalty: 4455.972656
	Iteration 4Q: 3 clusters Score -963359.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -963567.750000 Penalty: 4455.972656
	Iteration 5Q: 3 clusters Score -963567.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -963747.062500 Penalty: 4455.972656
	Iteration 6Q: 3 clusters Score -963747.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -963911.437500 Penalty: 4455.972656
	Iteration 7Q: 3 clusters Score -963911.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -964105.375000 Penalty: 4455.972656
	Iteration 8Q: 3 clusters Score -964105.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -964274.562500 Penalty: 4455.972656
	Iteration 9Q: 3 clusters Score -964274.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -964410.750000 Penalty: 4455.972656
	Iteration 10Q: 3 clusters Score -964410.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -964514.062500 Penalty: 4455.972656
	Iteration 11Q: 3 clusters Score -964514.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -964617.937500 Penalty: 4455.972656
	Iteration 12Q: 3 clusters Score -964617.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -964704.375000 Penalty: 4455.972656
	Iteration 13Q: 3 clusters Score -964704.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -964769.312500 Penalty: 4455.972656
	Iteration 14Q: 3 clusters Score -964769.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -964813.250000 Penalty: 4455.972656
	Iteration 15Q: 3 clusters Score -964813.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -964856.937500 Penalty: 4455.972656
	Iteration 16Q: 3 clusters Score -964856.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -964890.500000 Penalty: 4455.972656
	Iteration 17Q: 3 clusters Score -964890.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -964921.375000 Penalty: 4455.972656
	Iteration 18Q: 3 clusters Score -964921.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -964951.375000 Penalty: 4455.972656
	Iteration 19Q: 3 clusters Score -964951.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -964976.937500 Penalty: 4455.972656
	Iteration 20F: 3 clusters Score -964976.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -964998.625000 Penalty: 4455.972656
	Iteration 21Q: 3 clusters Score -964998.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -965031.500000 Penalty: 4455.972656
	Iteration 22Q: 3 clusters Score -965031.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -965051.625000 Penalty: 4455.972656
	Iteration 23Q: 3 clusters Score -965051.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -965075.625000 Penalty: 4455.972656
	Iteration 24Q: 3 clusters Score -965075.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -965102.125000 Penalty: 4455.972656
	Iteration 25Q: 3 clusters Score -965102.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -965113.812500 Penalty: 4455.972656
	Iteration 26Q: 3 clusters Score -965113.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -965124.125000 Penalty: 4455.972656
	Iteration 27Q: 3 clusters Score -965124.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -965129.875000 Penalty: 4455.972656
	Iteration 28Q: 3 clusters Score -965129.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -965136.000000 Penalty: 4455.972656
	Iteration 29Q: 3 clusters Score -965136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -965144.562500 Penalty: 4455.972656
	Iteration 30Q: 3 clusters Score -965144.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -965152.875000 Penalty: 4455.972656
	Iteration 31Q: 3 clusters Score -965152.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -965159.125000 Penalty: 4455.972656
	Iteration 32Q: 3 clusters Score -965159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -965167.062500 Penalty: 4455.972656
	Iteration 33Q: 3 clusters Score -965167.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -965168.562500 Penalty: 4455.972656
	Iteration 34Q: 3 clusters Score -965168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -965174.687500 Penalty: 4455.972656
	Iteration 35Q: 3 clusters Score -965174.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -965181.062500 Penalty: 4455.972656
	Iteration 36Q: 3 clusters Score -965181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -965182.625000 Penalty: 4455.972656
	Iteration 37Q: 3 clusters Score -965182.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -965184.750000 Penalty: 4455.972656
	Iteration 38Q: 3 clusters Score -965184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -965186.125000 Penalty: 4455.972656
	Iteration 39Q: 3 clusters Score -965186.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -965188.375000 Penalty: 4455.972656
	Iteration 40F: 3 clusters Score -965188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -965188.812500 Penalty: 4455.972656
	Iteration 41Q: 3 clusters Score -965188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -965188.812500 Penalty: 4455.972656
	Iteration 42F: 3 clusters Score -965188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Entering Unmasked Estep 
Score: -787647.500000 Penalty: 2195.496338
	Iteration 0F: 2 clusters Score -787647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -781874.937500 Penalty: 4390.992676
	Iteration 0F: 3 clusters Score -781874.9 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -783465.500000 Penalty: 4390.992676
	Iteration 1F: 3 clusters Score -783465.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -783703.875000 Penalty: 4390.992676
	Iteration 2F: 3 clusters Score -783703.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -783878.750000 Penalty: 4390.992676
	Iteration 3F: 3 clusters Score -783878.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -784025.812500 Penalty: 4390.992676
	Iteration 4Q: 3 clusters Score -784025.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -784150.750000 Penalty: 4390.992676
	Iteration 5Q: 3 clusters Score -784150.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -784283.187500 Penalty: 4390.992676
	Iteration 6Q: 3 clusters Score -784283.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -784433.312500 Penalty: 4390.992676
	Iteration 7Q: 3 clusters Score -784433.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -784545.812500 Penalty: 4390.992676
	Iteration 8Q: 3 clusters Score -784545.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -784625.812500 Penalty: 4390.992676
	Iteration 9Q: 3 clusters Score -784625.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -784694.812500 Penalty: 4390.992676
	Iteration 10Q: 3 clusters Score -784694.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -784756.437500 Penalty: 4390.992676
	Iteration 11Q: 3 clusters Score -784756.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -784813.687500 Penalty: 4390.992676
	Iteration 12Q: 3 clusters Score -784813.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -784860.312500 Penalty: 4390.992676
	Iteration 13Q: 3 clusters Score -784860.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -784893.812500 Penalty: 4390.992676
	Iteration 14Q: 3 clusters Score -784893.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -784932.562500 Penalty: 4390.992676
	Iteration 15Q: 3 clusters Score -784932.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -784959.000000 Penalty: 4390.992676
	Iteration 16Q: 3 clusters Score -784959 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -784986.750000 Penalty: 4390.992676
	Iteration 17Q: 3 clusters Score -784986.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -785021.500000 Penalty: 4390.992676
	Iteration 18Q: 3 clusters Score -785021.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -785052.812500 Penalty: 4390.992676
	Iteration 19Q: 3 clusters Score -785052.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -785078.937500 Penalty: 4390.992676
	Iteration 20F: 3 clusters Score -785078.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -785094.125000 Penalty: 4390.992676
	Iteration 21Q: 3 clusters Score -785094.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -785108.687500 Penalty: 4390.992676
	Iteration 22Q: 3 clusters Score -785108.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -785123.750000 Penalty: 4390.992676
	Iteration 23Q: 3 clusters Score -785123.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -785126.750000 Penalty: 4390.992676
	Iteration 24Q: 3 clusters Score -785126.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -785135.812500 Penalty: 4390.992676
	Iteration 25Q: 3 clusters Score -785135.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -785142.250000 Penalty: 4390.992676
	Iteration 26Q: 3 clusters Score -785142.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -785152.625000 Penalty: 4390.992676
	Iteration 27Q: 3 clusters Score -785152.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -785161.312500 Penalty: 4390.992676
	Iteration 28Q: 3 clusters Score -785161.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -785166.000000 Penalty: 4390.992676
	Iteration 29Q: 3 clusters Score -785166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -785168.437500 Penalty: 4390.992676
	Iteration 30Q: 3 clusters Score -785168.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -785172.312500 Penalty: 4390.992676
	Iteration 31Q: 3 clusters Score -785172.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -785174.437500 Penalty: 4390.992676
	Iteration 32Q: 3 clusters Score -785174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -785175.625000 Penalty: 4390.992676
	Iteration 33Q: 3 clusters Score -785175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -785178.562500 Penalty: 4390.992676
	Iteration 34Q: 3 clusters Score -785178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -785178.937500 Penalty: 4390.992676
	Iteration 35Q: 3 clusters Score -785178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -785179.625000 Penalty: 4390.992676
	Iteration 36Q: 3 clusters Score -785179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -785179.875000 Penalty: 4390.992676
	Iteration 37Q: 3 clusters Score -785179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -785180.062500 Penalty: 4390.992676
	Iteration 38Q: 3 clusters Score -785180.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -785184.125000 Penalty: 4390.992676
	Iteration 39Q: 3 clusters Score -785184.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -785186.125000 Penalty: 4390.992676
	Iteration 40F: 3 clusters Score -785186.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -785188.312500 Penalty: 4390.992676
	Iteration 41Q: 3 clusters Score -785188.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -785190.937500 Penalty: 4390.992676
	Iteration 42Q: 3 clusters Score -785190.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -785192.062500 Penalty: 4390.992676
	Iteration 43Q: 3 clusters Score -785192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -785192.375000 Penalty: 4390.992676
	Iteration 44Q: 3 clusters Score -785192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -785193.937500 Penalty: 4390.992676
	Iteration 45Q: 3 clusters Score -785193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -785191.750000 Penalty: 4390.992676
	Iteration 46Q: 3 clusters Score -785191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -785193.562500 Penalty: 4390.992676
	Iteration 47Q: 3 clusters Score -785193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -785195.250000 Penalty: 4390.992676
	Iteration 48Q: 3 clusters Score -785195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -785195.750000 Penalty: 4390.992676
	Iteration 49Q: 3 clusters Score -785195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -785195.625000 Penalty: 4390.992676
	Iteration 50Q: 3 clusters Score -785195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -785195.625000 Penalty: 4390.992676
	Iteration 51F: 3 clusters Score -785195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Entering Unmasked Estep 
Score: -706947.312500 Penalty: 2158.552002
	Iteration 0F: 2 clusters Score -706947.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -701808.000000 Penalty: 4317.104004
	Iteration 0F: 3 clusters Score -701808 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -703177.250000 Penalty: 4317.104004
	Iteration 1F: 3 clusters Score -703177.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -703513.062500 Penalty: 4317.104004
	Iteration 2F: 3 clusters Score -703513.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -703869.750000 Penalty: 4317.104004
	Iteration 3F: 3 clusters Score -703869.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -704178.937500 Penalty: 4317.104004
	Iteration 4F: 3 clusters Score -704178.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -704399.437500 Penalty: 4317.104004
	Iteration 5Q: 3 clusters Score -704399.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -704570.875000 Penalty: 4317.104004
	Iteration 6Q: 3 clusters Score -704570.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -704701.250000 Penalty: 4317.104004
	Iteration 7Q: 3 clusters Score -704701.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -704804.250000 Penalty: 4317.104004
	Iteration 8Q: 3 clusters Score -704804.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -704882.812500 Penalty: 4317.104004
	Iteration 9Q: 3 clusters Score -704882.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -704948.875000 Penalty: 4317.104004
	Iteration 10Q: 3 clusters Score -704948.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -705016.187500 Penalty: 4317.104004
	Iteration 11Q: 3 clusters Score -705016.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -705076.000000 Penalty: 4317.104004
	Iteration 12Q: 3 clusters Score -705076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -705132.125000 Penalty: 4317.104004
	Iteration 13Q: 3 clusters Score -705132.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -705190.812500 Penalty: 4317.104004
	Iteration 14Q: 3 clusters Score -705190.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -705267.000000 Penalty: 4317.104004
	Iteration 15Q: 3 clusters Score -705267 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -705349.187500 Penalty: 4317.104004
	Iteration 16Q: 3 clusters Score -705349.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -705456.312500 Penalty: 4317.104004
	Iteration 17Q: 3 clusters Score -705456.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -705573.437500 Penalty: 4317.104004
	Iteration 18Q: 3 clusters Score -705573.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -705655.312500 Penalty: 4317.104004
	Iteration 19Q: 3 clusters Score -705655.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -705698.625000 Penalty: 4317.104004
	Iteration 20F: 3 clusters Score -705698.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -705724.000000 Penalty: 4317.104004
	Iteration 21Q: 3 clusters Score -705724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -705742.187500 Penalty: 4317.104004
	Iteration 22Q: 3 clusters Score -705742.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -705751.812500 Penalty: 4317.104004
	Iteration 23Q: 3 clusters Score -705751.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -705758.812500 Penalty: 4317.104004
	Iteration 24Q: 3 clusters Score -705758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -705762.250000 Penalty: 4317.104004
	Iteration 25Q: 3 clusters Score -705762.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -705766.562500 Penalty: 4317.104004
	Iteration 26Q: 3 clusters Score -705766.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -705772.062500 Penalty: 4317.104004
	Iteration 27Q: 3 clusters Score -705772.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -705775.000000 Penalty: 4317.104004
	Iteration 28Q: 3 clusters Score -705775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -705780.375000 Penalty: 4317.104004
	Iteration 29Q: 3 clusters Score -705780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -705780.500000 Penalty: 4317.104004
	Iteration 30Q: 3 clusters Score -705780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -705780.500000 Penalty: 4317.104004
	Iteration 31F: 3 clusters Score -705780.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Entering Unmasked Estep 
Score: -618832.000000 Penalty: 2118.871094
	Iteration 0F: 2 clusters Score -618832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -614228.875000 Penalty: 4237.742188
	Iteration 0F: 3 clusters Score -614228.9 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -615485.875000 Penalty: 4237.742188
	Iteration 1F: 3 clusters Score -615485.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -615854.625000 Penalty: 4237.742188
	Iteration 2F: 3 clusters Score -615854.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -616192.250000 Penalty: 4237.742188
	Iteration 3F: 3 clusters Score -616192.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -616451.000000 Penalty: 4237.742188
	Iteration 4F: 3 clusters Score -616451 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -616678.562500 Penalty: 4237.742188
	Iteration 5Q: 3 clusters Score -616678.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -616874.625000 Penalty: 4237.742188
	Iteration 6Q: 3 clusters Score -616874.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -617036.687500 Penalty: 4237.742188
	Iteration 7Q: 3 clusters Score -617036.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -617144.437500 Penalty: 4237.742188
	Iteration 8Q: 3 clusters Score -617144.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -617212.062500 Penalty: 4237.742188
	Iteration 9Q: 3 clusters Score -617212.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -617256.625000 Penalty: 4237.742188
	Iteration 10Q: 3 clusters Score -617256.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -617284.375000 Penalty: 4237.742188
	Iteration 11Q: 3 clusters Score -617284.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -617306.750000 Penalty: 4237.742188
	Iteration 12Q: 3 clusters Score -617306.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -617318.562500 Penalty: 4237.742188
	Iteration 13Q: 3 clusters Score -617318.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -617327.562500 Penalty: 4237.742188
	Iteration 14Q: 3 clusters Score -617327.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -617337.375000 Penalty: 4237.742188
	Iteration 15Q: 3 clusters Score -617337.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -617343.125000 Penalty: 4237.742188
	Iteration 16Q: 3 clusters Score -617343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -617343.125000 Penalty: 4237.742188
	Iteration 17Q: 3 clusters Score -617343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -617346.062500 Penalty: 4237.742188
	Iteration 18Q: 3 clusters Score -617346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -617346.187500 Penalty: 4237.742188
	Iteration 19Q: 3 clusters Score -617346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -617348.937500 Penalty: 4237.742188
	Iteration 20F: 3 clusters Score -617348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -617349.312500 Penalty: 4237.742188
	Iteration 21Q: 3 clusters Score -617349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -617349.750000 Penalty: 4237.742188
	Iteration 22Q: 3 clusters Score -617349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -617349.750000 Penalty: 4237.742188
	Iteration 23F: 3 clusters Score -617349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Entering Unmasked Estep 
Score: -1889513.625000 Penalty: 2396.252441
	Iteration 0F: 2 clusters Score -1889514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1878112.125000 Penalty: 4792.504883
	Iteration 0F: 3 clusters Score -1878112 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1881846.500000 Penalty: 4792.504883
	Iteration 1F: 3 clusters Score -1881846 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1882321.875000 Penalty: 4792.504883
	Iteration 2F: 3 clusters Score -1882322 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1882783.125000 Penalty: 4792.504883
	Iteration 3F: 3 clusters Score -1882783 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1883247.500000 Penalty: 4792.504883
	Iteration 4F: 3 clusters Score -1883248 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1883724.750000 Penalty: 4792.504883
	Iteration 5F: 3 clusters Score -1883725 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1884184.375000 Penalty: 4792.504883
	Iteration 6F: 3 clusters Score -1884184 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1884624.750000 Penalty: 4792.504883
	Iteration 7Q: 3 clusters Score -1884625 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1884993.500000 Penalty: 4792.504883
	Iteration 8Q: 3 clusters Score -1884994 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1885321.000000 Penalty: 4792.504883
	Iteration 9Q: 3 clusters Score -1885321 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1885627.250000 Penalty: 4792.504883
	Iteration 10Q: 3 clusters Score -1885627 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1885909.000000 Penalty: 4792.504883
	Iteration 11Q: 3 clusters Score -1885909 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1886189.375000 Penalty: 4792.504883
	Iteration 12Q: 3 clusters Score -1886189 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1886480.875000 Penalty: 4792.504883
	Iteration 13Q: 3 clusters Score -1886481 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1886723.125000 Penalty: 4792.504883
	Iteration 14Q: 3 clusters Score -1886723 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1886908.750000 Penalty: 4792.504883
	Iteration 15Q: 3 clusters Score -1886909 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1887065.125000 Penalty: 4792.504883
	Iteration 16Q: 3 clusters Score -1887065 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1887206.125000 Penalty: 4792.504883
	Iteration 17Q: 3 clusters Score -1887206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1887320.000000 Penalty: 4792.504883
	Iteration 18Q: 3 clusters Score -1887320 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1887414.500000 Penalty: 4792.504883
	Iteration 19Q: 3 clusters Score -1887414 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1887499.625000 Penalty: 4792.504883
	Iteration 20F: 3 clusters Score -1887500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1887563.625000 Penalty: 4792.504883
	Iteration 21Q: 3 clusters Score -1887564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1887623.750000 Penalty: 4792.504883
	Iteration 22Q: 3 clusters Score -1887624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1887677.375000 Penalty: 4792.504883
	Iteration 23Q: 3 clusters Score -1887677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1887744.500000 Penalty: 4792.504883
	Iteration 24Q: 3 clusters Score -1887744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1887784.625000 Penalty: 4792.504883
	Iteration 25Q: 3 clusters Score -1887785 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1887821.625000 Penalty: 4792.504883
	Iteration 26Q: 3 clusters Score -1887822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1887860.875000 Penalty: 4792.504883
	Iteration 27Q: 3 clusters Score -1887861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1887886.625000 Penalty: 4792.504883
	Iteration 28Q: 3 clusters Score -1887887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1887904.750000 Penalty: 4792.504883
	Iteration 29Q: 3 clusters Score -1887905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1887917.750000 Penalty: 4792.504883
	Iteration 30Q: 3 clusters Score -1887918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1887935.250000 Penalty: 4792.504883
	Iteration 31Q: 3 clusters Score -1887935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1887943.125000 Penalty: 4792.504883
	Iteration 32Q: 3 clusters Score -1887943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1887950.375000 Penalty: 4792.504883
	Iteration 33Q: 3 clusters Score -1887950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1887958.375000 Penalty: 4792.504883
	Iteration 34Q: 3 clusters Score -1887958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1887959.375000 Penalty: 4792.504883
	Iteration 35Q: 3 clusters Score -1887959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1887963.375000 Penalty: 4792.504883
	Iteration 36Q: 3 clusters Score -1887963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1887972.250000 Penalty: 4792.504883
	Iteration 37Q: 3 clusters Score -1887972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1887973.375000 Penalty: 4792.504883
	Iteration 38Q: 3 clusters Score -1887973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1887973.625000 Penalty: 4792.504883
	Iteration 39Q: 3 clusters Score -1887974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1887974.250000 Penalty: 4792.504883
	Iteration 40F: 3 clusters Score -1887974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1887977.750000 Penalty: 4792.504883
	Iteration 41Q: 3 clusters Score -1887978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1887978.875000 Penalty: 4792.504883
	Iteration 42Q: 3 clusters Score -1887979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1887980.375000 Penalty: 4792.504883
	Iteration 43Q: 3 clusters Score -1887980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1887985.000000 Penalty: 4792.504883
	Iteration 44Q: 3 clusters Score -1887985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1887986.875000 Penalty: 4792.504883
	Iteration 45Q: 3 clusters Score -1887987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1887988.625000 Penalty: 4792.504883
	Iteration 46Q: 3 clusters Score -1887989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1887987.625000 Penalty: 4792.504883
	Iteration 47Q: 3 clusters Score -1887988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1887987.625000 Penalty: 4792.504883
	Iteration 48F: 3 clusters Score -1887988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Entering Unmasked Estep 
Score: -1266261.750000 Penalty: 2294.557861
	Iteration 0F: 2 clusters Score -1266262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1258288.875000 Penalty: 4589.115723
	Iteration 0F: 3 clusters Score -1258289 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1260577.625000 Penalty: 4589.115723
	Iteration 1F: 3 clusters Score -1260578 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1260851.125000 Penalty: 4589.115723
	Iteration 2F: 3 clusters Score -1260851 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1261071.125000 Penalty: 4589.115723
	Iteration 3Q: 3 clusters Score -1261071 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1261243.375000 Penalty: 4589.115723
	Iteration 4Q: 3 clusters Score -1261243 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1261419.875000 Penalty: 4589.115723
	Iteration 5Q: 3 clusters Score -1261420 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1261609.875000 Penalty: 4589.115723
	Iteration 6Q: 3 clusters Score -1261610 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1261830.125000 Penalty: 4589.115723
	Iteration 7Q: 3 clusters Score -1261830 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1262074.625000 Penalty: 4589.115723
	Iteration 8Q: 3 clusters Score -1262075 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1262362.250000 Penalty: 4589.115723
	Iteration 9Q: 3 clusters Score -1262362 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1262679.375000 Penalty: 4589.115723
	Iteration 10Q: 3 clusters Score -1262679 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1263013.750000 Penalty: 4589.115723
	Iteration 11Q: 3 clusters Score -1263014 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1263333.625000 Penalty: 4589.115723
	Iteration 12Q: 3 clusters Score -1263334 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1263575.000000 Penalty: 4589.115723
	Iteration 13Q: 3 clusters Score -1263575 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1263736.125000 Penalty: 4589.115723
	Iteration 14Q: 3 clusters Score -1263736 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1263875.000000 Penalty: 4589.115723
	Iteration 15Q: 3 clusters Score -1263875 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1263973.375000 Penalty: 4589.115723
	Iteration 16Q: 3 clusters Score -1263973 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1264056.375000 Penalty: 4589.115723
	Iteration 17Q: 3 clusters Score -1264056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1264121.750000 Penalty: 4589.115723
	Iteration 18Q: 3 clusters Score -1264122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1264173.500000 Penalty: 4589.115723
	Iteration 19Q: 3 clusters Score -1264174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1264211.750000 Penalty: 4589.115723
	Iteration 20F: 3 clusters Score -1264212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1264240.875000 Penalty: 4589.115723
	Iteration 21Q: 3 clusters Score -1264241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1264260.375000 Penalty: 4589.115723
	Iteration 22Q: 3 clusters Score -1264260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1264265.500000 Penalty: 4589.115723
	Iteration 23Q: 3 clusters Score -1264266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1264270.625000 Penalty: 4589.115723
	Iteration 24Q: 3 clusters Score -1264271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1264272.625000 Penalty: 4589.115723
	Iteration 25Q: 3 clusters Score -1264273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1264277.500000 Penalty: 4589.115723
	Iteration 26Q: 3 clusters Score -1264278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1264283.125000 Penalty: 4589.115723
	Iteration 27Q: 3 clusters Score -1264283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1264288.875000 Penalty: 4589.115723
	Iteration 28Q: 3 clusters Score -1264289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1264290.000000 Penalty: 4589.115723
	Iteration 29Q: 3 clusters Score -1264290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1264290.000000 Penalty: 4589.115723
	Iteration 30F: 3 clusters Score -1264290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -183744.906250 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -183744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -181444.265625 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -181444.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -181855.750000 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -181855.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -182012.453125 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -182012.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -182113.828125 Penalty: 3629.337402
	Iteration 3F: 3 clusters Score -182113.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -182162.890625 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -182162.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -182192.375000 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -182192.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -182211.875000 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -182211.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -182233.687500 Penalty: 3629.337402
	Iteration 7Q: 3 clusters Score -182233.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -182253.406250 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -182253.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -182261.937500 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -182261.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -182269.765625 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -182269.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -182274.078125 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -182274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -182277.093750 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -182277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -182282.000000 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -182282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -182285.078125 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -182285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -182286.171875 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -182286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -182286.828125 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -182286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -182287.343750 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -182287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -182287.343750 Penalty: 3629.337402
	Iteration 18F: 3 clusters Score -182287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Entering Unmasked Estep 
Score: -712941.312500 Penalty: 2154.443604
	Iteration 0F: 2 clusters Score -712941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -707859.687500 Penalty: 4308.887207
	Iteration 0F: 3 clusters Score -707859.7 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -709096.312500 Penalty: 4308.887207
	Iteration 1F: 3 clusters Score -709096.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -709339.125000 Penalty: 4308.887207
	Iteration 2F: 3 clusters Score -709339.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -709484.750000 Penalty: 4308.887207
	Iteration 3Q: 3 clusters Score -709484.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -709589.125000 Penalty: 4308.887207
	Iteration 4Q: 3 clusters Score -709589.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -709684.812500 Penalty: 4308.887207
	Iteration 5Q: 3 clusters Score -709684.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -709773.250000 Penalty: 4308.887207
	Iteration 6Q: 3 clusters Score -709773.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -709879.250000 Penalty: 4308.887207
	Iteration 7Q: 3 clusters Score -709879.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -709998.875000 Penalty: 4308.887207
	Iteration 8Q: 3 clusters Score -709998.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -710090.562500 Penalty: 4308.887207
	Iteration 9Q: 3 clusters Score -710090.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -710183.562500 Penalty: 4308.887207
	Iteration 10Q: 3 clusters Score -710183.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -710302.937500 Penalty: 4308.887207
	Iteration 11Q: 3 clusters Score -710302.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -710447.875000 Penalty: 4308.887207
	Iteration 12Q: 3 clusters Score -710447.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -710605.375000 Penalty: 4308.887207
	Iteration 13Q: 3 clusters Score -710605.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -710765.375000 Penalty: 4308.887207
	Iteration 14Q: 3 clusters Score -710765.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -710896.312500 Penalty: 4308.887207
	Iteration 15Q: 3 clusters Score -710896.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -711043.812500 Penalty: 4308.887207
	Iteration 16Q: 3 clusters Score -711043.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -711176.375000 Penalty: 4308.887207
	Iteration 17Q: 3 clusters Score -711176.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -711279.125000 Penalty: 4308.887207
	Iteration 18Q: 3 clusters Score -711279.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -711351.187500 Penalty: 4308.887207
	Iteration 19Q: 3 clusters Score -711351.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -711397.000000 Penalty: 4308.887207
	Iteration 20F: 3 clusters Score -711397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -711428.437500 Penalty: 4308.887207
	Iteration 21Q: 3 clusters Score -711428.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -711450.562500 Penalty: 4308.887207
	Iteration 22Q: 3 clusters Score -711450.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -711468.500000 Penalty: 4308.887207
	Iteration 23Q: 3 clusters Score -711468.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -711488.312500 Penalty: 4308.887207
	Iteration 24Q: 3 clusters Score -711488.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -711504.750000 Penalty: 4308.887207
	Iteration 25Q: 3 clusters Score -711504.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -711512.625000 Penalty: 4308.887207
	Iteration 26Q: 3 clusters Score -711512.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -711516.375000 Penalty: 4308.887207
	Iteration 27Q: 3 clusters Score -711516.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -711519.187500 Penalty: 4308.887207
	Iteration 28Q: 3 clusters Score -711519.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -711523.250000 Penalty: 4308.887207
	Iteration 29Q: 3 clusters Score -711523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -711522.187500 Penalty: 4308.887207
	Iteration 30Q: 3 clusters Score -711522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -711523.687500 Penalty: 4308.887207
	Iteration 31Q: 3 clusters Score -711523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -711526.375000 Penalty: 4308.887207
	Iteration 32Q: 3 clusters Score -711526.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -711529.125000 Penalty: 4308.887207
	Iteration 33Q: 3 clusters Score -711529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -711533.437500 Penalty: 4308.887207
	Iteration 34Q: 3 clusters Score -711533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -711535.687500 Penalty: 4308.887207
	Iteration 35Q: 3 clusters Score -711535.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -711537.062500 Penalty: 4308.887207
	Iteration 36Q: 3 clusters Score -711537.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -711539.437500 Penalty: 4308.887207
	Iteration 37Q: 3 clusters Score -711539.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -711538.062500 Penalty: 4308.887207
	Iteration 38Q: 3 clusters Score -711538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -711538.187500 Penalty: 4308.887207
	Iteration 39Q: 3 clusters Score -711538.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -711538.812500 Penalty: 4308.887207
	Iteration 40F: 3 clusters Score -711538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -711540.125000 Penalty: 4308.887207
	Iteration 41Q: 3 clusters Score -711540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -711540.125000 Penalty: 4308.887207
	Iteration 42F: 3 clusters Score -711540.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39152 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10749 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14005 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 10716 members 
Mstep: Class 11 contains 17875 members 
Mstep: Class 12 contains 14927 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11399 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7770 members 
Mstep: Class 18 contains 20086 members 
Mstep: Class 19 contains 29870 members 
Mstep: Class 20 contains 16424 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7781 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 6994 members 
Mstep: Class 28 contains 6026 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15714 members 
Mstep: Class 31 contains 10428 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701676.000000 Penalty: 106916.710938
Iteration 119Q: 35 clusters Score -3.570168e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38947 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10844 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 10274 members 
Mstep: Class 10 contains 10716 members 
Mstep: Class 11 contains 18076 members 
Mstep: Class 12 contains 14928 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11400 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7777 members 
Mstep: Class 18 contains 20195 members 
Mstep: Class 19 contains 29875 members 
Mstep: Class 20 contains 16443 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7795 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 7973 members 
Mstep: Class 27 contains 6988 members 
Mstep: Class 28 contains 6026 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15713 members 
Mstep: Class 31 contains 10424 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 8813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702124.000000 Penalty: 106916.710938
Iteration 120F: 35 clusters Score -3.570212e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38747 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10822 members 
Mstep: Class 6 contains 2485 members 
Mstep: Class 7 contains 14008 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 10716 members 
Mstep: Class 11 contains 18274 members 
Mstep: Class 12 contains 14932 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11403 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7780 members 
Mstep: Class 18 contains 20134 members 
Mstep: Class 19 contains 29901 members 
Mstep: Class 20 contains 16471 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7739 members 
Mstep: Class 24 contains 7158 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 7974 members 
Mstep: Class 27 contains 6979 members 
Mstep: Class 28 contains 6027 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15713 members 
Mstep: Class 31 contains 10422 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 8902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702188.000000 Penalty: 106916.710938
Iteration 121Q: 35 clusters Score -3.570219e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38530 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 10809 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 14008 members 
Mstep: Class 8 contains 6375 members 
Mstep: Class 9 contains 10273 members 
Mstep: Class 10 contains 10715 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 14936 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11409 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7789 members 
Mstep: Class 18 contains 20099 members 
Mstep: Class 19 contains 29936 members 
Mstep: Class 20 contains 16489 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 7696 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 7981 members 
Mstep: Class 27 contains 6968 members 
Mstep: Class 28 contains 6028 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15710 members 
Mstep: Class 31 contains 10420 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 8933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702184.000000 Penalty: 106916.710938
Iteration 122Q: 35 clusters Score -3.570218e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38326 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 10794 members 
Mstep: Class 6 contains 2484 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 6390 members 
Mstep: Class 9 contains 10274 members 
Mstep: Class 10 contains 10714 members 
Mstep: Class 11 contains 18650 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 11409 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7802 members 
Mstep: Class 18 contains 20082 members 
Mstep: Class 19 contains 29974 members 
Mstep: Class 20 contains 16498 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7657 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 7981 members 
Mstep: Class 27 contains 6957 members 
Mstep: Class 28 contains 6029 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15705 members 
Mstep: Class 31 contains 10422 members 
Mstep: Class 32 contains 1506 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 8958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702360.000000 Penalty: 106916.710938
Iteration 123Q: 35 clusters Score -3.570236e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 38141 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 10788 members 
Mstep: Class 6 contains 2485 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 6398 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 10715 members 
Mstep: Class 11 contains 18831 members 
Mstep: Class 12 contains 14941 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 11408 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7816 members 
Mstep: Class 18 contains 20052 members 
Mstep: Class 19 contains 30014 members 
Mstep: Class 20 contains 16505 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7616 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4258 members 
Mstep: Class 26 contains 7985 members 
Mstep: Class 27 contains 6943 members 
Mstep: Class 28 contains 6030 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15705 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 1505 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 8973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702440.000000 Penalty: 106916.710938
Iteration 124Q: 35 clusters Score -3.570244e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 37995 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 10772 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 14009 members 
Mstep: Class 8 contains 6405 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10718 members 
Mstep: Class 11 contains 18967 members 
Mstep: Class 12 contains 14941 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 11409 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7828 members 
Mstep: Class 18 contains 20044 members 
Mstep: Class 19 contains 30044 members 
Mstep: Class 20 contains 16516 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 7576 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4259 members 
Mstep: Class 26 contains 7989 members 
Mstep: Class 27 contains 6928 members 
Mstep: Class 28 contains 6032 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15705 members 
Mstep: Class 31 contains 10425 members 
Mstep: Class 32 contains 1505 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 8993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702476.000000 Penalty: 106916.710938
Iteration 125Q: 35 clusters Score -3.570248e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 37862 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 10752 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 6413 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10716 members 
Mstep: Class 11 contains 19103 members 
Mstep: Class 12 contains 14942 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 11411 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7845 members 
Mstep: Class 18 contains 20026 members 
Mstep: Class 19 contains 30078 members 
Mstep: Class 20 contains 16527 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4259 members 
Mstep: Class 26 contains 7995 members 
Mstep: Class 27 contains 6909 members 
Mstep: Class 28 contains 6033 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15705 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 1505 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702572.000000 Penalty: 106916.710938
Iteration 126Q: 35 clusters Score -3.570257e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 37738 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 10740 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 14003 members 
Mstep: Class 8 contains 6421 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10716 members 
Mstep: Class 11 contains 19222 members 
Mstep: Class 12 contains 14943 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11413 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7859 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 30109 members 
Mstep: Class 20 contains 16531 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7511 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4258 members 
Mstep: Class 26 contains 7998 members 
Mstep: Class 27 contains 6897 members 
Mstep: Class 28 contains 6033 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15701 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 1505 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 9030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702580.000000 Penalty: 106916.710938
Iteration 127Q: 35 clusters Score -3.570258e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 37612 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 5235 members 
Mstep: Class 5 contains 10735 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 13994 members 
Mstep: Class 8 contains 6432 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10718 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 14942 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11413 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7868 members 
Mstep: Class 18 contains 20001 members 
Mstep: Class 19 contains 30134 members 
Mstep: Class 20 contains 16542 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7492 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4259 members 
Mstep: Class 26 contains 8002 members 
Mstep: Class 27 contains 6894 members 
Mstep: Class 28 contains 6033 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15700 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 1505 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 9039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702612.000000 Penalty: 106916.710938
Iteration 128Q: 35 clusters Score -3.570261e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 37481 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 10729 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 13989 members 
Mstep: Class 8 contains 6443 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10715 members 
Mstep: Class 11 contains 19434 members 
Mstep: Class 12 contains 14942 members 
Mstep: Class 13 contains 2445 members 
Mstep: Class 14 contains 11412 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7877 members 
Mstep: Class 18 contains 19981 members 
Mstep: Class 19 contains 30173 members 
Mstep: Class 20 contains 16555 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7477 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4261 members 
Mstep: Class 26 contains 8009 members 
Mstep: Class 27 contains 6883 members 
Mstep: Class 28 contains 6034 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15696 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 1505 members 
Mstep: Class 33 contains 5928 members 
Mstep: Class 34 contains 9046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702624.000000 Penalty: 106916.710938
Iteration 129Q: 35 clusters Score -3.570262e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 37359 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 10718 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 13985 members 
Mstep: Class 8 contains 6461 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 10711 members 
Mstep: Class 11 contains 19542 members 
Mstep: Class 12 contains 14943 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 11410 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 7887 members 
Mstep: Class 18 contains 19948 members 
Mstep: Class 19 contains 30214 members 
Mstep: Class 20 contains 16560 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7467 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4260 members 
Mstep: Class 26 contains 8010 members 
Mstep: Class 27 contains 6872 members 
Mstep: Class 28 contains 6036 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15695 members 
Mstep: Class 31 contains 10416 members 
Mstep: Class 32 contains 1505 members 
Mstep: Class 33 contains 5930 members 
Mstep: Class 34 contains 9055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702656.000000 Penalty: 106916.710938
Iteration 130Q: 35 clusters Score -3.570266e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 37246 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 10702 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 13979 members 
Mstep: Class 8 contains 6475 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10709 members 
Mstep: Class 11 contains 19657 members 
Mstep: Class 12 contains 14944 members 
Mstep: Class 13 contains 2447 members 
Mstep: Class 14 contains 11408 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7901 members 
Mstep: Class 18 contains 19926 members 
Mstep: Class 19 contains 30248 members 
Mstep: Class 20 contains 16563 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7454 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4260 members 
Mstep: Class 26 contains 8014 members 
Mstep: Class 27 contains 6865 members 
Mstep: Class 28 contains 6037 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15693 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 1504 members 
Mstep: Class 33 contains 5931 members 
Mstep: Class 34 contains 9066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702692.000000 Penalty: 106916.710938
Iteration 131Q: 35 clusters Score -3.570269e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 37115 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 10692 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 13977 members 
Mstep: Class 8 contains 6485 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10705 members 
Mstep: Class 11 contains 19782 members 
Mstep: Class 12 contains 14945 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11408 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7912 members 
Mstep: Class 18 contains 19901 members 
Mstep: Class 19 contains 30297 members 
Mstep: Class 20 contains 16561 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4261 members 
Mstep: Class 26 contains 8020 members 
Mstep: Class 27 contains 6864 members 
Mstep: Class 28 contains 6037 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15692 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5932 members 
Mstep: Class 34 contains 9069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702756.000000 Penalty: 106916.710938
Iteration 132Q: 35 clusters Score -3.570276e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36999 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 10676 members 
Mstep: Class 6 contains 2485 members 
Mstep: Class 7 contains 13972 members 
Mstep: Class 8 contains 6492 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10705 members 
Mstep: Class 11 contains 19896 members 
Mstep: Class 12 contains 14948 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7920 members 
Mstep: Class 18 contains 19873 members 
Mstep: Class 19 contains 30348 members 
Mstep: Class 20 contains 16563 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 7421 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 8023 members 
Mstep: Class 27 contains 6856 members 
Mstep: Class 28 contains 6037 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15691 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5933 members 
Mstep: Class 34 contains 9072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702820.000000 Penalty: 106916.710938
Iteration 133Q: 35 clusters Score -3.570282e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36886 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 10660 members 
Mstep: Class 6 contains 2485 members 
Mstep: Class 7 contains 13970 members 
Mstep: Class 8 contains 6502 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10702 members 
Mstep: Class 11 contains 19994 members 
Mstep: Class 12 contains 14948 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 7926 members 
Mstep: Class 18 contains 19843 members 
Mstep: Class 19 contains 30382 members 
Mstep: Class 20 contains 16579 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7407 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 8025 members 
Mstep: Class 27 contains 6853 members 
Mstep: Class 28 contains 6036 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 15692 members 
Mstep: Class 31 contains 10402 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5934 members 
Mstep: Class 34 contains 9080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702796.000000 Penalty: 106916.710938
Iteration 134Q: 35 clusters Score -3.57028e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36780 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 10650 members 
Mstep: Class 6 contains 2487 members 
Mstep: Class 7 contains 13964 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10699 members 
Mstep: Class 11 contains 20064 members 
Mstep: Class 12 contains 14950 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11408 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 7932 members 
Mstep: Class 18 contains 19820 members 
Mstep: Class 19 contains 30415 members 
Mstep: Class 20 contains 16593 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7401 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4264 members 
Mstep: Class 26 contains 8026 members 
Mstep: Class 27 contains 6850 members 
Mstep: Class 28 contains 6036 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15691 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5936 members 
Mstep: Class 34 contains 9084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702820.000000 Penalty: 106916.710938
Iteration 135Q: 35 clusters Score -3.570282e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36690 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10638 members 
Mstep: Class 6 contains 2489 members 
Mstep: Class 7 contains 13963 members 
Mstep: Class 8 contains 6535 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 14950 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11412 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 7939 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 30435 members 
Mstep: Class 20 contains 16609 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7398 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4265 members 
Mstep: Class 26 contains 8028 members 
Mstep: Class 27 contains 6850 members 
Mstep: Class 28 contains 6036 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15688 members 
Mstep: Class 31 contains 10403 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702852.000000 Penalty: 106916.710938
Iteration 136Q: 35 clusters Score -3.570285e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36608 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 10622 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 6548 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 20178 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11414 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 7949 members 
Mstep: Class 18 contains 19782 members 
Mstep: Class 19 contains 30449 members 
Mstep: Class 20 contains 16619 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 7394 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4266 members 
Mstep: Class 26 contains 8031 members 
Mstep: Class 27 contains 6846 members 
Mstep: Class 28 contains 6037 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15689 members 
Mstep: Class 31 contains 10402 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702852.000000 Penalty: 106916.710938
Iteration 137Q: 35 clusters Score -3.570285e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36534 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 10609 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 6559 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 20234 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11414 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 7957 members 
Mstep: Class 18 contains 19766 members 
Mstep: Class 19 contains 30460 members 
Mstep: Class 20 contains 16638 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7384 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 8032 members 
Mstep: Class 27 contains 6840 members 
Mstep: Class 28 contains 6037 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15689 members 
Mstep: Class 31 contains 10402 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702932.000000 Penalty: 106916.710938
Iteration 138Q: 35 clusters Score -3.570293e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36447 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 10598 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 6565 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 20285 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11415 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 18 contains 19741 members 
Mstep: Class 19 contains 30490 members 
Mstep: Class 20 contains 16665 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7377 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4271 members 
Mstep: Class 26 contains 8034 members 
Mstep: Class 27 contains 6824 members 
Mstep: Class 28 contains 6037 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15690 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702936.000000 Penalty: 106916.710938
Iteration 139Q: 35 clusters Score -3.570294e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36360 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 10587 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 6575 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 20335 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 19721 members 
Mstep: Class 19 contains 30514 members 
Mstep: Class 20 contains 16689 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7375 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4274 members 
Mstep: Class 26 contains 8035 members 
Mstep: Class 27 contains 6813 members 
Mstep: Class 28 contains 6039 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15692 members 
Mstep: Class 31 contains 10401 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702932.000000 Penalty: 106916.710938
Iteration 140F: 35 clusters Score -3.570293e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36275 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 10581 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 6583 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 20377 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 7993 members 
Mstep: Class 18 contains 19701 members 
Mstep: Class 19 contains 30537 members 
Mstep: Class 20 contains 16721 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 7373 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 8035 members 
Mstep: Class 27 contains 6808 members 
Mstep: Class 28 contains 6039 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15692 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702908.000000 Penalty: 106916.710938
Iteration 141Q: 35 clusters Score -3.570291e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36182 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5223 members 
Mstep: Class 5 contains 10576 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10687 members 
Mstep: Class 11 contains 20411 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8002 members 
Mstep: Class 18 contains 19688 members 
Mstep: Class 19 contains 30565 members 
Mstep: Class 20 contains 16757 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7371 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4276 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 6801 members 
Mstep: Class 28 contains 6039 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15690 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702952.000000 Penalty: 106916.710938
Iteration 142Q: 35 clusters Score -3.570295e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 36072 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 10569 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13963 members 
Mstep: Class 8 contains 6594 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10685 members 
Mstep: Class 11 contains 20459 members 
Mstep: Class 12 contains 14956 members 
Mstep: Class 13 contains 2448 members 
Mstep: Class 14 contains 11421 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8011 members 
Mstep: Class 18 contains 19681 members 
Mstep: Class 19 contains 30594 members 
Mstep: Class 20 contains 16797 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7371 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 8036 members 
Mstep: Class 27 contains 6789 members 
Mstep: Class 28 contains 6040 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15688 members 
Mstep: Class 31 contains 10399 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702848.000000 Penalty: 106916.710938
Iteration 143Q: 35 clusters Score -3.570285e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 35988 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 10563 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13962 members 
Mstep: Class 8 contains 6602 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10682 members 
Mstep: Class 11 contains 20494 members 
Mstep: Class 12 contains 14956 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 11422 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8015 members 
Mstep: Class 18 contains 19675 members 
Mstep: Class 19 contains 30606 members 
Mstep: Class 20 contains 16840 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7371 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 8033 members 
Mstep: Class 27 contains 6788 members 
Mstep: Class 28 contains 6039 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15687 members 
Mstep: Class 31 contains 10396 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702816.000000 Penalty: 106916.710938
Iteration 144Q: 35 clusters Score -3.570282e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 35892 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 10550 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 13960 members 
Mstep: Class 8 contains 6617 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10679 members 
Mstep: Class 11 contains 20538 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8018 members 
Mstep: Class 18 contains 19670 members 
Mstep: Class 19 contains 30619 members 
Mstep: Class 20 contains 16890 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7369 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 8032 members 
Mstep: Class 27 contains 6779 members 
Mstep: Class 28 contains 6038 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15688 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702852.000000 Penalty: 106916.710938
Iteration 145Q: 35 clusters Score -3.570285e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 35800 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 13959 members 
Mstep: Class 8 contains 6626 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 2457 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8021 members 
Mstep: Class 18 contains 19657 members 
Mstep: Class 19 contains 30647 members 
Mstep: Class 20 contains 16929 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 8030 members 
Mstep: Class 27 contains 6776 members 
Mstep: Class 28 contains 6038 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15689 members 
Mstep: Class 31 contains 10385 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702916.000000 Penalty: 106916.710938
Iteration 146Q: 35 clusters Score -3.570292e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35726 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 10534 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 13962 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 14958 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8026 members 
Mstep: Class 18 contains 19638 members 
Mstep: Class 19 contains 30668 members 
Mstep: Class 20 contains 16958 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7367 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 8027 members 
Mstep: Class 27 contains 6770 members 
Mstep: Class 28 contains 6039 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15690 members 
Mstep: Class 31 contains 10380 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702960.000000 Penalty: 106916.710938
Iteration 147Q: 35 clusters Score -3.570296e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35641 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 10527 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13960 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 20660 members 
Mstep: Class 12 contains 14958 members 
Mstep: Class 13 contains 2461 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8031 members 
Mstep: Class 18 contains 19621 members 
Mstep: Class 19 contains 30689 members 
Mstep: Class 20 contains 16993 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7365 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 8030 members 
Mstep: Class 27 contains 6769 members 
Mstep: Class 28 contains 6039 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15693 members 
Mstep: Class 31 contains 10374 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702956.000000 Penalty: 106916.710938
Iteration 148Q: 35 clusters Score -3.570296e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35553 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 5222 members 
Mstep: Class 5 contains 10517 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 7 contains 13962 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10676 members 
Mstep: Class 11 contains 20709 members 
Mstep: Class 12 contains 14958 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8042 members 
Mstep: Class 18 contains 19592 members 
Mstep: Class 19 contains 30725 members 
Mstep: Class 20 contains 17024 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7364 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 8030 members 
Mstep: Class 27 contains 6765 members 
Mstep: Class 28 contains 6041 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15692 members 
Mstep: Class 31 contains 10368 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702972.000000 Penalty: 106916.710938
Iteration 149Q: 35 clusters Score -3.570297e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35481 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 10503 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 13964 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 11 contains 20742 members 
Mstep: Class 12 contains 14960 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11438 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8046 members 
Mstep: Class 18 contains 19572 members 
Mstep: Class 19 contains 30753 members 
Mstep: Class 20 contains 17051 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7361 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 8032 members 
Mstep: Class 27 contains 6763 members 
Mstep: Class 28 contains 6042 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15693 members 
Mstep: Class 31 contains 10367 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702980.000000 Penalty: 106916.710938
Iteration 150Q: 35 clusters Score -3.570298e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 10499 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 13968 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10678 members 
Mstep: Class 11 contains 20790 members 
Mstep: Class 12 contains 14962 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8055 members 
Mstep: Class 18 contains 19540 members 
Mstep: Class 19 contains 30793 members 
Mstep: Class 20 contains 17070 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7357 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 8036 members 
Mstep: Class 27 contains 6754 members 
Mstep: Class 28 contains 6043 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15691 members 
Mstep: Class 31 contains 10361 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703072.000000 Penalty: 106916.710938
Iteration 151Q: 35 clusters Score -3.570307e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35331 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 10490 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 13972 members 
Mstep: Class 8 contains 6651 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10680 members 
Mstep: Class 11 contains 20831 members 
Mstep: Class 12 contains 14962 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8069 members 
Mstep: Class 18 contains 19505 members 
Mstep: Class 19 contains 30823 members 
Mstep: Class 20 contains 17108 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 8036 members 
Mstep: Class 27 contains 6748 members 
Mstep: Class 28 contains 6043 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15690 members 
Mstep: Class 31 contains 10357 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703048.000000 Penalty: 106916.710938
Iteration 152Q: 35 clusters Score -3.570305e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35264 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10482 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 13979 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10678 members 
Mstep: Class 11 contains 20861 members 
Mstep: Class 12 contains 14962 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 8078 members 
Mstep: Class 18 contains 19477 members 
Mstep: Class 19 contains 30840 members 
Mstep: Class 20 contains 17149 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 7355 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 8042 members 
Mstep: Class 27 contains 6743 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 15688 members 
Mstep: Class 31 contains 10352 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5937 members 
Mstep: Class 34 contains 9157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703100.000000 Penalty: 106916.710938
Iteration 153Q: 35 clusters Score -3.57031e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35188 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 10478 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 13982 members 
Mstep: Class 8 contains 6657 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 11 contains 20894 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 8085 members 
Mstep: Class 18 contains 19464 members 
Mstep: Class 19 contains 30855 members 
Mstep: Class 20 contains 17182 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7354 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 8040 members 
Mstep: Class 27 contains 6740 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 5137 members 
Mstep: Class 30 contains 15689 members 
Mstep: Class 31 contains 10351 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5939 members 
Mstep: Class 34 contains 9159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703088.000000 Penalty: 106916.710938
Iteration 154Q: 35 clusters Score -3.570309e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35122 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 10475 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 13982 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10671 members 
Mstep: Class 11 contains 20924 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 8095 members 
Mstep: Class 18 contains 19435 members 
Mstep: Class 19 contains 30883 members 
Mstep: Class 20 contains 17224 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7350 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4292 members 
Mstep: Class 26 contains 8038 members 
Mstep: Class 27 contains 6733 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 15689 members 
Mstep: Class 31 contains 10347 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5940 members 
Mstep: Class 34 contains 9160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703144.000000 Penalty: 106916.710938
Iteration 155Q: 35 clusters Score -3.570314e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35059 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10470 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 13983 members 
Mstep: Class 8 contains 6667 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10673 members 
Mstep: Class 11 contains 20940 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 8100 members 
Mstep: Class 18 contains 19416 members 
Mstep: Class 19 contains 30907 members 
Mstep: Class 20 contains 17262 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7347 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4295 members 
Mstep: Class 26 contains 8038 members 
Mstep: Class 27 contains 6726 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 15691 members 
Mstep: Class 31 contains 10340 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703216.000000 Penalty: 106916.710938
Iteration 156Q: 35 clusters Score -3.570322e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34991 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 10469 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 13983 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10671 members 
Mstep: Class 11 contains 20955 members 
Mstep: Class 12 contains 14964 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 8109 members 
Mstep: Class 18 contains 19398 members 
Mstep: Class 19 contains 30934 members 
Mstep: Class 20 contains 17292 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7345 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4295 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 6719 members 
Mstep: Class 28 contains 6045 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 15691 members 
Mstep: Class 31 contains 10333 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703180.000000 Penalty: 106916.710938
Iteration 157Q: 35 clusters Score -3.570318e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34926 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 5227 members 
Mstep: Class 5 contains 10465 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 13983 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 10 contains 10667 members 
Mstep: Class 11 contains 20972 members 
Mstep: Class 12 contains 14965 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 8114 members 
Mstep: Class 18 contains 19372 members 
Mstep: Class 19 contains 30959 members 
Mstep: Class 20 contains 17328 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7346 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4297 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 6047 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 15690 members 
Mstep: Class 31 contains 10328 members 
Mstep: Class 32 contains 1503 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703116.000000 Penalty: 106916.710938
Iteration 158Q: 35 clusters Score -3.570312e+07 nChanged 161
Entering ConstructFrom: 
Score: -35703116.000000 Penalty: 106916.710938
Entering ConstructFrom: 
Trying to split cluster 1 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -286249.500000 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -286249.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -283324.437500 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -283324.4 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -283871.968750 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -283872 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -284035.031250 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -284035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -284125.468750 Penalty: 3863.158691
	Iteration 3Q: 3 clusters Score -284125.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -284194.343750 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -284194.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -284241.437500 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -284241.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -284284.406250 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -284284.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -284328.812500 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -284328.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -284352.125000 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -284352.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -284373.562500 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -284373.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -284391.468750 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -284391.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -284405.843750 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -284405.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -284415.343750 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -284415.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -284423.750000 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -284423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284426.187500 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -284426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -284431.468750 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -284431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -284434.750000 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -284434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -284437.625000 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -284437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -284440.812500 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -284440.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -284442.656250 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -284442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -284444.906250 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -284444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -284446.812500 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -284446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -284450.062500 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -284450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -284453.312500 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -284453.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -284455.718750 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -284455.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -284456.187500 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -284456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -284456.593750 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -284456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -284458.593750 Penalty: 3863.158691
	Iteration 27Q: 3 clusters Score -284458.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -284465.093750 Penalty: 3863.158691
	Iteration 28Q: 3 clusters Score -284465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -284471.062500 Penalty: 3863.158691
	Iteration 29Q: 3 clusters Score -284471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -284472.593750 Penalty: 3863.158691
	Iteration 30Q: 3 clusters Score -284472.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -284478.312500 Penalty: 3863.158691
	Iteration 31Q: 3 clusters Score -284478.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -284484.062500 Penalty: 3863.158691
	Iteration 32Q: 3 clusters Score -284484.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -284488.593750 Penalty: 3863.158691
	Iteration 33Q: 3 clusters Score -284488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -284492.000000 Penalty: 3863.158691
	Iteration 34Q: 3 clusters Score -284492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -284496.812500 Penalty: 3863.158691
	Iteration 35Q: 3 clusters Score -284496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -284498.250000 Penalty: 3863.158691
	Iteration 36Q: 3 clusters Score -284498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -284500.500000 Penalty: 3863.158691
	Iteration 37Q: 3 clusters Score -284500.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -284502.906250 Penalty: 3863.158691
	Iteration 38Q: 3 clusters Score -284502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -284505.062500 Penalty: 3863.158691
	Iteration 39Q: 3 clusters Score -284505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -284505.531250 Penalty: 3863.158691
	Iteration 40F: 3 clusters Score -284505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Entering Unmasked Estep 
Score: -4186390.500000 Penalty: 2593.912598
	Iteration 0F: 2 clusters Score -4186390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4162556.000000 Penalty: 5187.825195
	Iteration 0F: 3 clusters Score -4162556 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4171395.500000 Penalty: 5187.825195
	Iteration 1F: 3 clusters Score -4171396 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4172221.750000 Penalty: 5187.825195
	Iteration 2F: 3 clusters Score -4172222 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4173344.250000 Penalty: 5187.825195
	Iteration 3F: 3 clusters Score -4173344 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4174718.250000 Penalty: 5187.825195
	Iteration 4F: 3 clusters Score -4174718 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -4176253.000000 Penalty: 5187.825195
	Iteration 5F: 3 clusters Score -4176253 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -4177742.750000 Penalty: 5187.825195
	Iteration 6F: 3 clusters Score -4177743 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -4179046.250000 Penalty: 5187.825195
	Iteration 7F: 3 clusters Score -4179046 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4180076.750000 Penalty: 5187.825195
	Iteration 8Q: 3 clusters Score -4180077 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -4180910.750000 Penalty: 5187.825195
	Iteration 9Q: 3 clusters Score -4180911 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -4181656.250000 Penalty: 5187.825195
	Iteration 10Q: 3 clusters Score -4181656 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -4182331.750000 Penalty: 5187.825195
	Iteration 11Q: 3 clusters Score -4182332 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -4182825.250000 Penalty: 5187.825195
	Iteration 12Q: 3 clusters Score -4182825 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -4183317.500000 Penalty: 5187.825195
	Iteration 13Q: 3 clusters Score -4183318 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4183737.500000 Penalty: 5187.825195
	Iteration 14Q: 3 clusters Score -4183738 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -4184179.750000 Penalty: 5187.825195
	Iteration 15Q: 3 clusters Score -4184180 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4184574.500000 Penalty: 5187.825195
	Iteration 16Q: 3 clusters Score -4184574 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4184960.250000 Penalty: 5187.825195
	Iteration 17Q: 3 clusters Score -4184960 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4185370.750000 Penalty: 5187.825195
	Iteration 18Q: 3 clusters Score -4185371 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4185644.500000 Penalty: 5187.825195
	Iteration 19Q: 3 clusters Score -4185644 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4185821.000000 Penalty: 5187.825195
	Iteration 20F: 3 clusters Score -4185821 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4185968.000000 Penalty: 5187.825195
	Iteration 21Q: 3 clusters Score -4185968 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -4186085.250000 Penalty: 5187.825195
	Iteration 22Q: 3 clusters Score -4186085 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4186149.750000 Penalty: 5187.825195
	Iteration 23Q: 3 clusters Score -4186150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -4186185.000000 Penalty: 5187.825195
	Iteration 24Q: 3 clusters Score -4186185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -4186211.250000 Penalty: 5187.825195
	Iteration 25Q: 3 clusters Score -4186211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4186224.250000 Penalty: 5187.825195
	Iteration 26Q: 3 clusters Score -4186224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4186233.250000 Penalty: 5187.825195
	Iteration 27Q: 3 clusters Score -4186233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4186239.250000 Penalty: 5187.825195
	Iteration 28Q: 3 clusters Score -4186239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4186237.250000 Penalty: 5187.825195
	Iteration 29Q: 3 clusters Score -4186237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4186242.750000 Penalty: 5187.825195
	Iteration 30Q: 3 clusters Score -4186243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4186250.750000 Penalty: 5187.825195
	Iteration 31Q: 3 clusters Score -4186251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -4186250.250000 Penalty: 5187.825195
	Iteration 32Q: 3 clusters Score -4186250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4186256.500000 Penalty: 5187.825195
	Iteration 33Q: 3 clusters Score -4186256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -4186258.750000 Penalty: 5187.825195
	Iteration 34Q: 3 clusters Score -4186259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4186256.000000 Penalty: 5187.825195
	Iteration 35Q: 3 clusters Score -4186256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4186256.000000 Penalty: 5187.825195
	Iteration 36F: 3 clusters Score -4186256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -377847.250000 Penalty: 2017.493286
	Iteration 0F: 2 clusters Score -377847.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -374271.500000 Penalty: 4034.986572
	Iteration 0F: 3 clusters Score -374271.5 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -375129.781250 Penalty: 4034.986572
	Iteration 1F: 3 clusters Score -375129.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -375407.906250 Penalty: 4034.986572
	Iteration 2F: 3 clusters Score -375407.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -375619.562500 Penalty: 4034.986572
	Iteration 3F: 3 clusters Score -375619.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -375809.750000 Penalty: 4034.986572
	Iteration 4F: 3 clusters Score -375809.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -375967.906250 Penalty: 4034.986572
	Iteration 5F: 3 clusters Score -375967.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -376093.781250 Penalty: 4034.986572
	Iteration 6Q: 3 clusters Score -376093.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -376185.343750 Penalty: 4034.986572
	Iteration 7Q: 3 clusters Score -376185.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -376265.281250 Penalty: 4034.986572
	Iteration 8Q: 3 clusters Score -376265.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -376344.093750 Penalty: 4034.986572
	Iteration 9Q: 3 clusters Score -376344.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -376414.437500 Penalty: 4034.986572
	Iteration 10Q: 3 clusters Score -376414.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -376474.250000 Penalty: 4034.986572
	Iteration 11Q: 3 clusters Score -376474.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -376521.156250 Penalty: 4034.986572
	Iteration 12Q: 3 clusters Score -376521.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -376560.562500 Penalty: 4034.986572
	Iteration 13Q: 3 clusters Score -376560.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -376600.281250 Penalty: 4034.986572
	Iteration 14Q: 3 clusters Score -376600.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -376634.218750 Penalty: 4034.986572
	Iteration 15Q: 3 clusters Score -376634.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -376672.750000 Penalty: 4034.986572
	Iteration 16Q: 3 clusters Score -376672.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -376708.906250 Penalty: 4034.986572
	Iteration 17Q: 3 clusters Score -376708.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -376729.406250 Penalty: 4034.986572
	Iteration 18Q: 3 clusters Score -376729.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -376739.875000 Penalty: 4034.986572
	Iteration 19Q: 3 clusters Score -376739.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -376748.843750 Penalty: 4034.986572
	Iteration 20F: 3 clusters Score -376748.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -376758.687500 Penalty: 4034.986572
	Iteration 21Q: 3 clusters Score -376758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -376767.156250 Penalty: 4034.986572
	Iteration 22Q: 3 clusters Score -376767.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -376769.531250 Penalty: 4034.986572
	Iteration 23Q: 3 clusters Score -376769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -376772.000000 Penalty: 4034.986572
	Iteration 24Q: 3 clusters Score -376772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -376773.843750 Penalty: 4034.986572
	Iteration 25Q: 3 clusters Score -376773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -376776.937500 Penalty: 4034.986572
	Iteration 26Q: 3 clusters Score -376776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -376778.156250 Penalty: 4034.986572
	Iteration 27Q: 3 clusters Score -376778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -376780.250000 Penalty: 4034.986572
	Iteration 28Q: 3 clusters Score -376780.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -376782.343750 Penalty: 4034.986572
	Iteration 29Q: 3 clusters Score -376782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -376785.750000 Penalty: 4034.986572
	Iteration 30Q: 3 clusters Score -376785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -376790.843750 Penalty: 4034.986572
	Iteration 31Q: 3 clusters Score -376790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -376796.218750 Penalty: 4034.986572
	Iteration 32Q: 3 clusters Score -376796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -376798.406250 Penalty: 4034.986572
	Iteration 33Q: 3 clusters Score -376798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -376798.843750 Penalty: 4034.986572
	Iteration 34Q: 3 clusters Score -376798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -376802.750000 Penalty: 4034.986572
	Iteration 35Q: 3 clusters Score -376802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -376808.406250 Penalty: 4034.986572
	Iteration 36Q: 3 clusters Score -376808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -376808.937500 Penalty: 4034.986572
	Iteration 37Q: 3 clusters Score -376808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -376810.093750 Penalty: 4034.986572
	Iteration 38Q: 3 clusters Score -376810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -376810.343750 Penalty: 4034.986572
	Iteration 39Q: 3 clusters Score -376810.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -376810.343750 Penalty: 4034.986572
	Iteration 40F: 3 clusters Score -376810.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Entering Unmasked Estep 
Score: -627488.312500 Penalty: 2123.322266
	Iteration 0F: 2 clusters Score -627488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -622839.437500 Penalty: 4246.644531
	Iteration 0F: 3 clusters Score -622839.4 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -623899.750000 Penalty: 4246.644531
	Iteration 1F: 3 clusters Score -623899.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -624085.000000 Penalty: 4246.644531
	Iteration 2F: 3 clusters Score -624085 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -624190.750000 Penalty: 4246.644531
	Iteration 3Q: 3 clusters Score -624190.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -624266.625000 Penalty: 4246.644531
	Iteration 4Q: 3 clusters Score -624266.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -624322.937500 Penalty: 4246.644531
	Iteration 5Q: 3 clusters Score -624322.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -624373.437500 Penalty: 4246.644531
	Iteration 6Q: 3 clusters Score -624373.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -624413.875000 Penalty: 4246.644531
	Iteration 7Q: 3 clusters Score -624413.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -624458.625000 Penalty: 4246.644531
	Iteration 8Q: 3 clusters Score -624458.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -624507.437500 Penalty: 4246.644531
	Iteration 9Q: 3 clusters Score -624507.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -624568.062500 Penalty: 4246.644531
	Iteration 10Q: 3 clusters Score -624568.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -624642.875000 Penalty: 4246.644531
	Iteration 11Q: 3 clusters Score -624642.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -624720.625000 Penalty: 4246.644531
	Iteration 12Q: 3 clusters Score -624720.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -624820.250000 Penalty: 4246.644531
	Iteration 13Q: 3 clusters Score -624820.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -624943.125000 Penalty: 4246.644531
	Iteration 14Q: 3 clusters Score -624943.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -625052.687500 Penalty: 4246.644531
	Iteration 15Q: 3 clusters Score -625052.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -625135.500000 Penalty: 4246.644531
	Iteration 16Q: 3 clusters Score -625135.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -625208.000000 Penalty: 4246.644531
	Iteration 17Q: 3 clusters Score -625208 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -625281.812500 Penalty: 4246.644531
	Iteration 18Q: 3 clusters Score -625281.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -625336.500000 Penalty: 4246.644531
	Iteration 19Q: 3 clusters Score -625336.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -625378.625000 Penalty: 4246.644531
	Iteration 20F: 3 clusters Score -625378.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -625416.812500 Penalty: 4246.644531
	Iteration 21Q: 3 clusters Score -625416.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -625437.750000 Penalty: 4246.644531
	Iteration 22Q: 3 clusters Score -625437.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -625455.625000 Penalty: 4246.644531
	Iteration 23Q: 3 clusters Score -625455.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -625472.562500 Penalty: 4246.644531
	Iteration 24Q: 3 clusters Score -625472.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -625484.125000 Penalty: 4246.644531
	Iteration 25Q: 3 clusters Score -625484.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -625495.812500 Penalty: 4246.644531
	Iteration 26Q: 3 clusters Score -625495.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -625505.937500 Penalty: 4246.644531
	Iteration 27Q: 3 clusters Score -625505.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -625514.375000 Penalty: 4246.644531
	Iteration 28Q: 3 clusters Score -625514.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -625520.875000 Penalty: 4246.644531
	Iteration 29Q: 3 clusters Score -625520.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -625532.625000 Penalty: 4246.644531
	Iteration 30Q: 3 clusters Score -625532.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -625547.250000 Penalty: 4246.644531
	Iteration 31Q: 3 clusters Score -625547.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -625558.375000 Penalty: 4246.644531
	Iteration 32Q: 3 clusters Score -625558.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -625567.125000 Penalty: 4246.644531
	Iteration 33Q: 3 clusters Score -625567.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -625575.250000 Penalty: 4246.644531
	Iteration 34Q: 3 clusters Score -625575.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -625585.437500 Penalty: 4246.644531
	Iteration 35Q: 3 clusters Score -625585.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -625595.875000 Penalty: 4246.644531
	Iteration 36Q: 3 clusters Score -625595.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -625602.812500 Penalty: 4246.644531
	Iteration 37Q: 3 clusters Score -625602.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -625610.250000 Penalty: 4246.644531
	Iteration 38Q: 3 clusters Score -625610.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -625615.812500 Penalty: 4246.644531
	Iteration 39Q: 3 clusters Score -625615.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -625623.000000 Penalty: 4246.644531
	Iteration 40F: 3 clusters Score -625623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -625626.187500 Penalty: 4246.644531
	Iteration 41Q: 3 clusters Score -625626.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -625633.750000 Penalty: 4246.644531
	Iteration 42Q: 3 clusters Score -625633.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -625639.687500 Penalty: 4246.644531
	Iteration 43Q: 3 clusters Score -625639.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -625642.875000 Penalty: 4246.644531
	Iteration 44Q: 3 clusters Score -625642.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -625648.562500 Penalty: 4246.644531
	Iteration 45Q: 3 clusters Score -625648.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -625651.687500 Penalty: 4246.644531
	Iteration 46Q: 3 clusters Score -625651.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -625654.937500 Penalty: 4246.644531
	Iteration 47Q: 3 clusters Score -625654.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -625656.812500 Penalty: 4246.644531
	Iteration 48Q: 3 clusters Score -625656.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -625661.000000 Penalty: 4246.644531
	Iteration 49Q: 3 clusters Score -625661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -625663.375000 Penalty: 4246.644531
	Iteration 50Q: 3 clusters Score -625663.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -625664.437500 Penalty: 4246.644531
	Iteration 51Q: 3 clusters Score -625664.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -625669.562500 Penalty: 4246.644531
	Iteration 52Q: 3 clusters Score -625669.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -625673.562500 Penalty: 4246.644531
	Iteration 53Q: 3 clusters Score -625673.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -625679.125000 Penalty: 4246.644531
	Iteration 54Q: 3 clusters Score -625679.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -625680.187500 Penalty: 4246.644531
	Iteration 55Q: 3 clusters Score -625680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -625681.312500 Penalty: 4246.644531
	Iteration 56Q: 3 clusters Score -625681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -625682.375000 Penalty: 4246.644531
	Iteration 57Q: 3 clusters Score -625682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -625682.375000 Penalty: 4246.644531
	Iteration 58F: 3 clusters Score -625682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Entering Unmasked Estep 
Score: -1210552.250000 Penalty: 2295.246582
	Iteration 0F: 2 clusters Score -1210552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1202664.375000 Penalty: 4590.493164
	Iteration 0F: 3 clusters Score -1202664 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1204870.625000 Penalty: 4590.493164
	Iteration 1F: 3 clusters Score -1204871 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1205232.500000 Penalty: 4590.493164
	Iteration 2F: 3 clusters Score -1205232 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1205592.375000 Penalty: 4590.493164
	Iteration 3F: 3 clusters Score -1205592 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1205936.250000 Penalty: 4590.493164
	Iteration 4F: 3 clusters Score -1205936 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1206286.625000 Penalty: 4590.493164
	Iteration 5F: 3 clusters Score -1206287 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1206653.000000 Penalty: 4590.493164
	Iteration 6F: 3 clusters Score -1206653 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1207066.750000 Penalty: 4590.493164
	Iteration 7Q: 3 clusters Score -1207067 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1207507.500000 Penalty: 4590.493164
	Iteration 8F: 3 clusters Score -1207508 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1208026.125000 Penalty: 4590.493164
	Iteration 9F: 3 clusters Score -1208026 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1208534.875000 Penalty: 4590.493164
	Iteration 10F: 3 clusters Score -1208535 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1208984.125000 Penalty: 4590.493164
	Iteration 11Q: 3 clusters Score -1208984 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1209269.375000 Penalty: 4590.493164
	Iteration 12Q: 3 clusters Score -1209269 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1209473.875000 Penalty: 4590.493164
	Iteration 13Q: 3 clusters Score -1209474 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1209610.125000 Penalty: 4590.493164
	Iteration 14Q: 3 clusters Score -1209610 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1209750.500000 Penalty: 4590.493164
	Iteration 15Q: 3 clusters Score -1209750 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1209859.750000 Penalty: 4590.493164
	Iteration 16Q: 3 clusters Score -1209860 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1209989.125000 Penalty: 4590.493164
	Iteration 17Q: 3 clusters Score -1209989 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1210149.500000 Penalty: 4590.493164
	Iteration 18Q: 3 clusters Score -1210150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1210271.750000 Penalty: 4590.493164
	Iteration 19Q: 3 clusters Score -1210272 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1210368.250000 Penalty: 4590.493164
	Iteration 20F: 3 clusters Score -1210368 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1210424.375000 Penalty: 4590.493164
	Iteration 21Q: 3 clusters Score -1210424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1210445.000000 Penalty: 4590.493164
	Iteration 22Q: 3 clusters Score -1210445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1210458.250000 Penalty: 4590.493164
	Iteration 23Q: 3 clusters Score -1210458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1210466.750000 Penalty: 4590.493164
	Iteration 24Q: 3 clusters Score -1210467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1210466.625000 Penalty: 4590.493164
	Iteration 25Q: 3 clusters Score -1210467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1210470.500000 Penalty: 4590.493164
	Iteration 26Q: 3 clusters Score -1210470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1210469.500000 Penalty: 4590.493164
	Iteration 27Q: 3 clusters Score -1210470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1210471.000000 Penalty: 4590.493164
	Iteration 28Q: 3 clusters Score -1210471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1210471.000000 Penalty: 4590.493164
	Iteration 29F: 3 clusters Score -1210471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -274743.281250 Penalty: 1939.767578
	Iteration 0F: 2 clusters Score -274743.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -271787.593750 Penalty: 3879.535156
	Iteration 0F: 3 clusters Score -271787.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -272311.968750 Penalty: 3879.535156
	Iteration 1F: 3 clusters Score -272312 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -272469.437500 Penalty: 3879.535156
	Iteration 2F: 3 clusters Score -272469.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -272561.406250 Penalty: 3879.535156
	Iteration 3Q: 3 clusters Score -272561.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -272631.125000 Penalty: 3879.535156
	Iteration 4Q: 3 clusters Score -272631.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -272686.031250 Penalty: 3879.535156
	Iteration 5Q: 3 clusters Score -272686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -272732.781250 Penalty: 3879.535156
	Iteration 6Q: 3 clusters Score -272732.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -272785.937500 Penalty: 3879.535156
	Iteration 7Q: 3 clusters Score -272785.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -272843.656250 Penalty: 3879.535156
	Iteration 8Q: 3 clusters Score -272843.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -272891.875000 Penalty: 3879.535156
	Iteration 9Q: 3 clusters Score -272891.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -272944.375000 Penalty: 3879.535156
	Iteration 10Q: 3 clusters Score -272944.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -272986.843750 Penalty: 3879.535156
	Iteration 11Q: 3 clusters Score -272986.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -273021.593750 Penalty: 3879.535156
	Iteration 12Q: 3 clusters Score -273021.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -273063.406250 Penalty: 3879.535156
	Iteration 13Q: 3 clusters Score -273063.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -273110.875000 Penalty: 3879.535156
	Iteration 14Q: 3 clusters Score -273110.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -273155.875000 Penalty: 3879.535156
	Iteration 15Q: 3 clusters Score -273155.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -273195.562500 Penalty: 3879.535156
	Iteration 16Q: 3 clusters Score -273195.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -273233.875000 Penalty: 3879.535156
	Iteration 17Q: 3 clusters Score -273233.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -273265.468750 Penalty: 3879.535156
	Iteration 18Q: 3 clusters Score -273265.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -273292.843750 Penalty: 3879.535156
	Iteration 19Q: 3 clusters Score -273292.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -273316.250000 Penalty: 3879.535156
	Iteration 20F: 3 clusters Score -273316.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -273342.843750 Penalty: 3879.535156
	Iteration 21Q: 3 clusters Score -273342.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -273363.718750 Penalty: 3879.535156
	Iteration 22Q: 3 clusters Score -273363.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -273376.093750 Penalty: 3879.535156
	Iteration 23Q: 3 clusters Score -273376.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -273383.406250 Penalty: 3879.535156
	Iteration 24Q: 3 clusters Score -273383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -273387.500000 Penalty: 3879.535156
	Iteration 25Q: 3 clusters Score -273387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -273388.937500 Penalty: 3879.535156
	Iteration 26Q: 3 clusters Score -273388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -273392.000000 Penalty: 3879.535156
	Iteration 27Q: 3 clusters Score -273392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -273396.593750 Penalty: 3879.535156
	Iteration 28Q: 3 clusters Score -273396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -273407.406250 Penalty: 3879.535156
	Iteration 29Q: 3 clusters Score -273407.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -273413.968750 Penalty: 3879.535156
	Iteration 30Q: 3 clusters Score -273414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -273419.625000 Penalty: 3879.535156
	Iteration 31Q: 3 clusters Score -273419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -273428.718750 Penalty: 3879.535156
	Iteration 32Q: 3 clusters Score -273428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -273434.531250 Penalty: 3879.535156
	Iteration 33Q: 3 clusters Score -273434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -273440.437500 Penalty: 3879.535156
	Iteration 34Q: 3 clusters Score -273440.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -273445.031250 Penalty: 3879.535156
	Iteration 35Q: 3 clusters Score -273445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -273448.937500 Penalty: 3879.535156
	Iteration 36Q: 3 clusters Score -273448.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -273450.031250 Penalty: 3879.535156
	Iteration 37Q: 3 clusters Score -273450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -273450.031250 Penalty: 3879.535156
	Iteration 38F: 3 clusters Score -273450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Entering Unmasked Estep 
Score: -1526348.375000 Penalty: 2367.308350
	Iteration 0F: 2 clusters Score -1526348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1516198.375000 Penalty: 4734.616699
	Iteration 0F: 3 clusters Score -1516198 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1519605.625000 Penalty: 4734.616699
	Iteration 1F: 3 clusters Score -1519606 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1520259.000000 Penalty: 4734.616699
	Iteration 2F: 3 clusters Score -1520259 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1520900.750000 Penalty: 4734.616699
	Iteration 3F: 3 clusters Score -1520901 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1521540.000000 Penalty: 4734.616699
	Iteration 4F: 3 clusters Score -1521540 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1522177.625000 Penalty: 4734.616699
	Iteration 5F: 3 clusters Score -1522178 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1522766.750000 Penalty: 4734.616699
	Iteration 6F: 3 clusters Score -1522767 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1523227.375000 Penalty: 4734.616699
	Iteration 7F: 3 clusters Score -1523227 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1523600.375000 Penalty: 4734.616699
	Iteration 8Q: 3 clusters Score -1523600 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1523900.875000 Penalty: 4734.616699
	Iteration 9Q: 3 clusters Score -1523901 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1524163.375000 Penalty: 4734.616699
	Iteration 10Q: 3 clusters Score -1524163 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1524339.375000 Penalty: 4734.616699
	Iteration 11Q: 3 clusters Score -1524339 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1524467.000000 Penalty: 4734.616699
	Iteration 12Q: 3 clusters Score -1524467 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1524557.250000 Penalty: 4734.616699
	Iteration 13Q: 3 clusters Score -1524557 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1524624.875000 Penalty: 4734.616699
	Iteration 14Q: 3 clusters Score -1524625 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1524656.375000 Penalty: 4734.616699
	Iteration 15Q: 3 clusters Score -1524656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1524689.375000 Penalty: 4734.616699
	Iteration 16Q: 3 clusters Score -1524689 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1524710.250000 Penalty: 4734.616699
	Iteration 17Q: 3 clusters Score -1524710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1524724.250000 Penalty: 4734.616699
	Iteration 18Q: 3 clusters Score -1524724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1524736.875000 Penalty: 4734.616699
	Iteration 19Q: 3 clusters Score -1524737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1524741.125000 Penalty: 4734.616699
	Iteration 20F: 3 clusters Score -1524741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1524753.250000 Penalty: 4734.616699
	Iteration 21Q: 3 clusters Score -1524753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1524761.625000 Penalty: 4734.616699
	Iteration 22Q: 3 clusters Score -1524762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1524767.250000 Penalty: 4734.616699
	Iteration 23Q: 3 clusters Score -1524767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1524776.500000 Penalty: 4734.616699
	Iteration 24Q: 3 clusters Score -1524776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1524779.750000 Penalty: 4734.616699
	Iteration 25Q: 3 clusters Score -1524780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1524782.125000 Penalty: 4734.616699
	Iteration 26Q: 3 clusters Score -1524782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1524785.625000 Penalty: 4734.616699
	Iteration 27Q: 3 clusters Score -1524786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1524789.625000 Penalty: 4734.616699
	Iteration 28Q: 3 clusters Score -1524790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1524792.625000 Penalty: 4734.616699
	Iteration 29Q: 3 clusters Score -1524793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1524791.000000 Penalty: 4734.616699
	Iteration 30Q: 3 clusters Score -1524791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1524792.875000 Penalty: 4734.616699
	Iteration 31Q: 3 clusters Score -1524793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1524793.125000 Penalty: 4734.616699
	Iteration 32Q: 3 clusters Score -1524793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1524793.625000 Penalty: 4734.616699
	Iteration 33Q: 3 clusters Score -1524794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1524794.125000 Penalty: 4734.616699
	Iteration 34Q: 3 clusters Score -1524794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1524792.125000 Penalty: 4734.616699
	Iteration 35Q: 3 clusters Score -1524792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1524792.375000 Penalty: 4734.616699
	Iteration 36Q: 3 clusters Score -1524792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1524794.125000 Penalty: 4734.616699
	Iteration 37Q: 3 clusters Score -1524794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1524795.125000 Penalty: 4734.616699
	Iteration 38Q: 3 clusters Score -1524795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1524795.875000 Penalty: 4734.616699
	Iteration 39Q: 3 clusters Score -1524796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1524795.000000 Penalty: 4734.616699
	Iteration 40F: 3 clusters Score -1524795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -787847.625000 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -787847.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -782240.375000 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -782240.4 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -783727.625000 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -783727.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -784028.250000 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -784028.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -784277.375000 Penalty: 4369.840332
	Iteration 3F: 3 clusters Score -784277.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -784509.750000 Penalty: 4369.840332
	Iteration 4F: 3 clusters Score -784509.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -784753.875000 Penalty: 4369.840332
	Iteration 5Q: 3 clusters Score -784753.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -785017.687500 Penalty: 4369.840332
	Iteration 6Q: 3 clusters Score -785017.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -785302.000000 Penalty: 4369.840332
	Iteration 7Q: 3 clusters Score -785302 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -785548.875000 Penalty: 4369.840332
	Iteration 8Q: 3 clusters Score -785548.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -785773.625000 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -785773.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -785983.062500 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -785983.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -786157.312500 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -786157.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -786290.375000 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -786290.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -786400.625000 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -786400.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -786484.312500 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -786484.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -786547.375000 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -786547.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -786591.812500 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -786591.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -786630.187500 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -786630.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -786667.312500 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -786667.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -786713.312500 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -786713.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -786751.812500 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -786751.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -786783.000000 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -786783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -786823.437500 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -786823.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -786862.125000 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -786862.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -786918.250000 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -786918.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -786988.000000 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -786988 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -787029.687500 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -787029.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -787051.750000 Penalty: 4369.840332
	Iteration 27Q: 3 clusters Score -787051.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -787069.312500 Penalty: 4369.840332
	Iteration 28Q: 3 clusters Score -787069.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -787077.125000 Penalty: 4369.840332
	Iteration 29Q: 3 clusters Score -787077.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -787084.187500 Penalty: 4369.840332
	Iteration 30Q: 3 clusters Score -787084.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -787087.812500 Penalty: 4369.840332
	Iteration 31Q: 3 clusters Score -787087.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -787091.250000 Penalty: 4369.840332
	Iteration 32Q: 3 clusters Score -787091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -787093.562500 Penalty: 4369.840332
	Iteration 33Q: 3 clusters Score -787093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -787094.437500 Penalty: 4369.840332
	Iteration 34Q: 3 clusters Score -787094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -787093.375000 Penalty: 4369.840332
	Iteration 35Q: 3 clusters Score -787093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -787094.812500 Penalty: 4369.840332
	Iteration 36Q: 3 clusters Score -787094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -787093.625000 Penalty: 4369.840332
	Iteration 37Q: 3 clusters Score -787093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -787095.437500 Penalty: 4369.840332
	Iteration 38Q: 3 clusters Score -787095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -787095.625000 Penalty: 4369.840332
	Iteration 39Q: 3 clusters Score -787095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -787095.937500 Penalty: 4369.840332
	Iteration 40F: 3 clusters Score -787095.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Entering Unmasked Estep 
Score: -991867.000000 Penalty: 2290.602539
	Iteration 0F: 2 clusters Score -991867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -984005.062500 Penalty: 4581.205078
	Iteration 0F: 3 clusters Score -984005.1 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -986496.687500 Penalty: 4581.205078
	Iteration 1F: 3 clusters Score -986496.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -986962.125000 Penalty: 4581.205078
	Iteration 2F: 3 clusters Score -986962.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -987353.312500 Penalty: 4581.205078
	Iteration 3F: 3 clusters Score -987353.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -987691.125000 Penalty: 4581.205078
	Iteration 4F: 3 clusters Score -987691.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -988049.562500 Penalty: 4581.205078
	Iteration 5F: 3 clusters Score -988049.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -988384.187500 Penalty: 4581.205078
	Iteration 6Q: 3 clusters Score -988384.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -988715.937500 Penalty: 4581.205078
	Iteration 7Q: 3 clusters Score -988715.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -989009.937500 Penalty: 4581.205078
	Iteration 8Q: 3 clusters Score -989009.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -989247.187500 Penalty: 4581.205078
	Iteration 9Q: 3 clusters Score -989247.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -989446.812500 Penalty: 4581.205078
	Iteration 10Q: 3 clusters Score -989446.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -989597.625000 Penalty: 4581.205078
	Iteration 11Q: 3 clusters Score -989597.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -989706.812500 Penalty: 4581.205078
	Iteration 12Q: 3 clusters Score -989706.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -989785.500000 Penalty: 4581.205078
	Iteration 13Q: 3 clusters Score -989785.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -989859.375000 Penalty: 4581.205078
	Iteration 14Q: 3 clusters Score -989859.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -989907.187500 Penalty: 4581.205078
	Iteration 15Q: 3 clusters Score -989907.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -989951.312500 Penalty: 4581.205078
	Iteration 16Q: 3 clusters Score -989951.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -989990.687500 Penalty: 4581.205078
	Iteration 17Q: 3 clusters Score -989990.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -990023.812500 Penalty: 4581.205078
	Iteration 18Q: 3 clusters Score -990023.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -990043.125000 Penalty: 4581.205078
	Iteration 19Q: 3 clusters Score -990043.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -990051.500000 Penalty: 4581.205078
	Iteration 20F: 3 clusters Score -990051.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -990063.687500 Penalty: 4581.205078
	Iteration 21Q: 3 clusters Score -990063.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -990071.937500 Penalty: 4581.205078
	Iteration 22Q: 3 clusters Score -990071.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -990085.187500 Penalty: 4581.205078
	Iteration 23Q: 3 clusters Score -990085.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -990095.562500 Penalty: 4581.205078
	Iteration 24Q: 3 clusters Score -990095.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -990106.250000 Penalty: 4581.205078
	Iteration 25Q: 3 clusters Score -990106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -990111.500000 Penalty: 4581.205078
	Iteration 26Q: 3 clusters Score -990111.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -990113.375000 Penalty: 4581.205078
	Iteration 27Q: 3 clusters Score -990113.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -990117.062500 Penalty: 4581.205078
	Iteration 28Q: 3 clusters Score -990117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -990120.000000 Penalty: 4581.205078
	Iteration 29Q: 3 clusters Score -990120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -990122.125000 Penalty: 4581.205078
	Iteration 30Q: 3 clusters Score -990122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -990125.812500 Penalty: 4581.205078
	Iteration 31Q: 3 clusters Score -990125.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -990128.500000 Penalty: 4581.205078
	Iteration 32Q: 3 clusters Score -990128.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -990132.125000 Penalty: 4581.205078
	Iteration 33Q: 3 clusters Score -990132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -990137.625000 Penalty: 4581.205078
	Iteration 34Q: 3 clusters Score -990137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -990136.812500 Penalty: 4581.205078
	Iteration 35Q: 3 clusters Score -990136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -990138.687500 Penalty: 4581.205078
	Iteration 36Q: 3 clusters Score -990138.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -990137.125000 Penalty: 4581.205078
	Iteration 37Q: 3 clusters Score -990137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -990137.125000 Penalty: 4581.205078
	Iteration 38F: 3 clusters Score -990137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Entering Unmasked Estep 
Score: -1146783.500000 Penalty: 2300.131348
	Iteration 0F: 2 clusters Score -1146784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1138701.500000 Penalty: 4600.262695
	Iteration 0F: 3 clusters Score -1138702 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1141492.250000 Penalty: 4600.262695
	Iteration 1F: 3 clusters Score -1141492 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1142164.750000 Penalty: 4600.262695
	Iteration 2F: 3 clusters Score -1142165 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1142740.375000 Penalty: 4600.262695
	Iteration 3F: 3 clusters Score -1142740 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1143243.500000 Penalty: 4600.262695
	Iteration 4F: 3 clusters Score -1143244 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1143663.875000 Penalty: 4600.262695
	Iteration 5F: 3 clusters Score -1143664 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1143976.125000 Penalty: 4600.262695
	Iteration 6Q: 3 clusters Score -1143976 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1144210.625000 Penalty: 4600.262695
	Iteration 7Q: 3 clusters Score -1144211 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1144367.000000 Penalty: 4600.262695
	Iteration 8Q: 3 clusters Score -1144367 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1144485.750000 Penalty: 4600.262695
	Iteration 9Q: 3 clusters Score -1144486 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1144580.375000 Penalty: 4600.262695
	Iteration 10Q: 3 clusters Score -1144580 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1144659.625000 Penalty: 4600.262695
	Iteration 11Q: 3 clusters Score -1144660 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1144724.250000 Penalty: 4600.262695
	Iteration 12Q: 3 clusters Score -1144724 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1144782.500000 Penalty: 4600.262695
	Iteration 13Q: 3 clusters Score -1144782 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1144822.500000 Penalty: 4600.262695
	Iteration 14Q: 3 clusters Score -1144822 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1144861.875000 Penalty: 4600.262695
	Iteration 15Q: 3 clusters Score -1144862 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1144893.750000 Penalty: 4600.262695
	Iteration 16Q: 3 clusters Score -1144894 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1144922.875000 Penalty: 4600.262695
	Iteration 17Q: 3 clusters Score -1144923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1144948.875000 Penalty: 4600.262695
	Iteration 18Q: 3 clusters Score -1144949 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1144975.375000 Penalty: 4600.262695
	Iteration 19Q: 3 clusters Score -1144975 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1145010.500000 Penalty: 4600.262695
	Iteration 20F: 3 clusters Score -1145010 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1145041.500000 Penalty: 4600.262695
	Iteration 21Q: 3 clusters Score -1145042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1145065.625000 Penalty: 4600.262695
	Iteration 22Q: 3 clusters Score -1145066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1145087.750000 Penalty: 4600.262695
	Iteration 23Q: 3 clusters Score -1145088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1145106.375000 Penalty: 4600.262695
	Iteration 24Q: 3 clusters Score -1145106 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1145125.625000 Penalty: 4600.262695
	Iteration 25Q: 3 clusters Score -1145126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1145146.500000 Penalty: 4600.262695
	Iteration 26Q: 3 clusters Score -1145146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1145155.500000 Penalty: 4600.262695
	Iteration 27Q: 3 clusters Score -1145156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1145165.250000 Penalty: 4600.262695
	Iteration 28Q: 3 clusters Score -1145165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1145173.000000 Penalty: 4600.262695
	Iteration 29Q: 3 clusters Score -1145173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1145178.375000 Penalty: 4600.262695
	Iteration 30Q: 3 clusters Score -1145178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1145185.000000 Penalty: 4600.262695
	Iteration 31Q: 3 clusters Score -1145185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1145190.000000 Penalty: 4600.262695
	Iteration 32Q: 3 clusters Score -1145190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1145195.625000 Penalty: 4600.262695
	Iteration 33Q: 3 clusters Score -1145196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1145196.875000 Penalty: 4600.262695
	Iteration 34Q: 3 clusters Score -1145197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1145201.250000 Penalty: 4600.262695
	Iteration 35Q: 3 clusters Score -1145201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1145205.250000 Penalty: 4600.262695
	Iteration 36Q: 3 clusters Score -1145205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1145203.875000 Penalty: 4600.262695
	Iteration 37Q: 3 clusters Score -1145204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1145203.375000 Penalty: 4600.262695
	Iteration 38Q: 3 clusters Score -1145203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1145205.500000 Penalty: 4600.262695
	Iteration 39Q: 3 clusters Score -1145206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1145206.000000 Penalty: 4600.262695
	Iteration 40F: 3 clusters Score -1145206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1145206.125000 Penalty: 4600.262695
	Iteration 41Q: 3 clusters Score -1145206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1145210.750000 Penalty: 4600.262695
	Iteration 42Q: 3 clusters Score -1145211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1145209.500000 Penalty: 4600.262695
	Iteration 43Q: 3 clusters Score -1145210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1145210.125000 Penalty: 4600.262695
	Iteration 44Q: 3 clusters Score -1145210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1145210.125000 Penalty: 4600.262695
	Iteration 45Q: 3 clusters Score -1145210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1145209.625000 Penalty: 4600.262695
	Iteration 46Q: 3 clusters Score -1145210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1145209.625000 Penalty: 4600.262695
	Iteration 47F: 3 clusters Score -1145210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Entering Unmasked Estep 
Score: -2516592.000000 Penalty: 2467.940186
	Iteration 0F: 2 clusters Score -2516592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2501996.000000 Penalty: 4935.880371
	Iteration 0F: 3 clusters Score -2501996 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2506748.500000 Penalty: 4935.880371
	Iteration 1F: 3 clusters Score -2506748 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2507158.500000 Penalty: 4935.880371
	Iteration 2F: 3 clusters Score -2507158 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2507484.500000 Penalty: 4935.880371
	Iteration 3Q: 3 clusters Score -2507484 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2507786.750000 Penalty: 4935.880371
	Iteration 4Q: 3 clusters Score -2507787 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2508052.000000 Penalty: 4935.880371
	Iteration 5Q: 3 clusters Score -2508052 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2508297.250000 Penalty: 4935.880371
	Iteration 6Q: 3 clusters Score -2508297 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2508567.500000 Penalty: 4935.880371
	Iteration 7Q: 3 clusters Score -2508568 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2508850.750000 Penalty: 4935.880371
	Iteration 8Q: 3 clusters Score -2508851 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2509174.250000 Penalty: 4935.880371
	Iteration 9Q: 3 clusters Score -2509174 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2509562.250000 Penalty: 4935.880371
	Iteration 10Q: 3 clusters Score -2509562 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2510042.500000 Penalty: 4935.880371
	Iteration 11Q: 3 clusters Score -2510042 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2510684.250000 Penalty: 4935.880371
	Iteration 12Q: 3 clusters Score -2510684 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2511416.500000 Penalty: 4935.880371
	Iteration 13F: 3 clusters Score -2511416 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2512200.000000 Penalty: 4935.880371
	Iteration 14Q: 3 clusters Score -2512200 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2512880.500000 Penalty: 4935.880371
	Iteration 15Q: 3 clusters Score -2512880 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2513382.750000 Penalty: 4935.880371
	Iteration 16Q: 3 clusters Score -2513383 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2513720.750000 Penalty: 4935.880371
	Iteration 17Q: 3 clusters Score -2513721 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2513961.500000 Penalty: 4935.880371
	Iteration 18Q: 3 clusters Score -2513962 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2514090.500000 Penalty: 4935.880371
	Iteration 19Q: 3 clusters Score -2514090 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2514180.000000 Penalty: 4935.880371
	Iteration 20F: 3 clusters Score -2514180 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2514237.750000 Penalty: 4935.880371
	Iteration 21Q: 3 clusters Score -2514238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2514283.250000 Penalty: 4935.880371
	Iteration 22Q: 3 clusters Score -2514283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2514310.000000 Penalty: 4935.880371
	Iteration 23Q: 3 clusters Score -2514310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2514328.750000 Penalty: 4935.880371
	Iteration 24Q: 3 clusters Score -2514329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2514347.000000 Penalty: 4935.880371
	Iteration 25Q: 3 clusters Score -2514347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2514363.750000 Penalty: 4935.880371
	Iteration 26Q: 3 clusters Score -2514364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2514369.500000 Penalty: 4935.880371
	Iteration 27Q: 3 clusters Score -2514370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2514372.750000 Penalty: 4935.880371
	Iteration 28Q: 3 clusters Score -2514373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2514380.500000 Penalty: 4935.880371
	Iteration 29Q: 3 clusters Score -2514380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2514388.500000 Penalty: 4935.880371
	Iteration 30Q: 3 clusters Score -2514388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2514395.250000 Penalty: 4935.880371
	Iteration 31Q: 3 clusters Score -2514395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2514397.000000 Penalty: 4935.880371
	Iteration 32Q: 3 clusters Score -2514397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2514396.500000 Penalty: 4935.880371
	Iteration 33Q: 3 clusters Score -2514396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2514400.500000 Penalty: 4935.880371
	Iteration 34Q: 3 clusters Score -2514400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2514400.500000 Penalty: 4935.880371
	Iteration 35F: 3 clusters Score -2514400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Entering Unmasked Estep 
Score: -1810102.875000 Penalty: 2384.156982
	Iteration 0F: 2 clusters Score -1810103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1799367.125000 Penalty: 4768.313965
	Iteration 0F: 3 clusters Score -1799367 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1802852.750000 Penalty: 4768.313965
	Iteration 1F: 3 clusters Score -1802853 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1803371.500000 Penalty: 4768.313965
	Iteration 2F: 3 clusters Score -1803372 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1803845.375000 Penalty: 4768.313965
	Iteration 3F: 3 clusters Score -1803845 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1804337.750000 Penalty: 4768.313965
	Iteration 4F: 3 clusters Score -1804338 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1804848.875000 Penalty: 4768.313965
	Iteration 5F: 3 clusters Score -1804849 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1805282.125000 Penalty: 4768.313965
	Iteration 6F: 3 clusters Score -1805282 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1805697.875000 Penalty: 4768.313965
	Iteration 7F: 3 clusters Score -1805698 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1806036.625000 Penalty: 4768.313965
	Iteration 8Q: 3 clusters Score -1806037 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1806391.625000 Penalty: 4768.313965
	Iteration 9Q: 3 clusters Score -1806392 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1806765.875000 Penalty: 4768.313965
	Iteration 10Q: 3 clusters Score -1806766 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1807141.000000 Penalty: 4768.313965
	Iteration 11Q: 3 clusters Score -1807141 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1807501.750000 Penalty: 4768.313965
	Iteration 12Q: 3 clusters Score -1807502 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1807841.500000 Penalty: 4768.313965
	Iteration 13Q: 3 clusters Score -1807842 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1808185.625000 Penalty: 4768.313965
	Iteration 14Q: 3 clusters Score -1808186 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1808482.625000 Penalty: 4768.313965
	Iteration 15Q: 3 clusters Score -1808483 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1808748.625000 Penalty: 4768.313965
	Iteration 16Q: 3 clusters Score -1808749 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1808967.125000 Penalty: 4768.313965
	Iteration 17Q: 3 clusters Score -1808967 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1809100.750000 Penalty: 4768.313965
	Iteration 18Q: 3 clusters Score -1809101 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1809171.750000 Penalty: 4768.313965
	Iteration 19Q: 3 clusters Score -1809172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1809222.625000 Penalty: 4768.313965
	Iteration 20F: 3 clusters Score -1809223 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1809247.250000 Penalty: 4768.313965
	Iteration 21Q: 3 clusters Score -1809247 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1809272.250000 Penalty: 4768.313965
	Iteration 22Q: 3 clusters Score -1809272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1809281.000000 Penalty: 4768.313965
	Iteration 23Q: 3 clusters Score -1809281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1809295.125000 Penalty: 4768.313965
	Iteration 24Q: 3 clusters Score -1809295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1809304.750000 Penalty: 4768.313965
	Iteration 25Q: 3 clusters Score -1809305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1809311.250000 Penalty: 4768.313965
	Iteration 26Q: 3 clusters Score -1809311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1809316.875000 Penalty: 4768.313965
	Iteration 27Q: 3 clusters Score -1809317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1809321.875000 Penalty: 4768.313965
	Iteration 28Q: 3 clusters Score -1809322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1809321.750000 Penalty: 4768.313965
	Iteration 29Q: 3 clusters Score -1809322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1809326.375000 Penalty: 4768.313965
	Iteration 30Q: 3 clusters Score -1809326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1809325.250000 Penalty: 4768.313965
	Iteration 31Q: 3 clusters Score -1809325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1809325.750000 Penalty: 4768.313965
	Iteration 32Q: 3 clusters Score -1809326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1809325.500000 Penalty: 4768.313965
	Iteration 33Q: 3 clusters Score -1809326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1809325.500000 Penalty: 4768.313965
	Iteration 34Q: 3 clusters Score -1809326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1809327.750000 Penalty: 4768.313965
	Iteration 35Q: 3 clusters Score -1809328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1809328.375000 Penalty: 4768.313965
	Iteration 36Q: 3 clusters Score -1809328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1809328.625000 Penalty: 4768.313965
	Iteration 37Q: 3 clusters Score -1809329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1809329.750000 Penalty: 4768.313965
	Iteration 38Q: 3 clusters Score -1809330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1809329.750000 Penalty: 4768.313965
	Iteration 39F: 3 clusters Score -1809330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -297632.843750 Penalty: 1936.564819
	Iteration 0F: 2 clusters Score -297632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -294714.500000 Penalty: 3873.129639
	Iteration 0F: 3 clusters Score -294714.5 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -295251.187500 Penalty: 3873.129639
	Iteration 1F: 3 clusters Score -295251.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -295400.937500 Penalty: 3873.129639
	Iteration 2F: 3 clusters Score -295400.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -295481.343750 Penalty: 3873.129639
	Iteration 3Q: 3 clusters Score -295481.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -295535.625000 Penalty: 3873.129639
	Iteration 4Q: 3 clusters Score -295535.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -295574.437500 Penalty: 3873.129639
	Iteration 5Q: 3 clusters Score -295574.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -295599.531250 Penalty: 3873.129639
	Iteration 6Q: 3 clusters Score -295599.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -295614.281250 Penalty: 3873.129639
	Iteration 7Q: 3 clusters Score -295614.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -295623.312500 Penalty: 3873.129639
	Iteration 8Q: 3 clusters Score -295623.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -295627.718750 Penalty: 3873.129639
	Iteration 9Q: 3 clusters Score -295627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -295633.000000 Penalty: 3873.129639
	Iteration 10Q: 3 clusters Score -295633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -295635.312500 Penalty: 3873.129639
	Iteration 11Q: 3 clusters Score -295635.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -295638.375000 Penalty: 3873.129639
	Iteration 12Q: 3 clusters Score -295638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -295641.031250 Penalty: 3873.129639
	Iteration 13Q: 3 clusters Score -295641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -295644.218750 Penalty: 3873.129639
	Iteration 14Q: 3 clusters Score -295644.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -295646.125000 Penalty: 3873.129639
	Iteration 15Q: 3 clusters Score -295646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -295647.093750 Penalty: 3873.129639
	Iteration 16Q: 3 clusters Score -295647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -295647.468750 Penalty: 3873.129639
	Iteration 17Q: 3 clusters Score -295647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -295648.187500 Penalty: 3873.129639
	Iteration 18Q: 3 clusters Score -295648.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -295648.187500 Penalty: 3873.129639
	Iteration 19F: 3 clusters Score -295648.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Entering Unmasked Estep 
Score: -1104807.000000 Penalty: 2317.332764
	Iteration 0F: 2 clusters Score -1104807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1096312.500000 Penalty: 4634.665527
	Iteration 0F: 3 clusters Score -1096312 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1099159.500000 Penalty: 4634.665527
	Iteration 1F: 3 clusters Score -1099160 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1099789.000000 Penalty: 4634.665527
	Iteration 2F: 3 clusters Score -1099789 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1100434.375000 Penalty: 4634.665527
	Iteration 3F: 3 clusters Score -1100434 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1101014.375000 Penalty: 4634.665527
	Iteration 4F: 3 clusters Score -1101014 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1101513.750000 Penalty: 4634.665527
	Iteration 5F: 3 clusters Score -1101514 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1101969.375000 Penalty: 4634.665527
	Iteration 6F: 3 clusters Score -1101969 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1102345.625000 Penalty: 4634.665527
	Iteration 7Q: 3 clusters Score -1102346 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1102643.875000 Penalty: 4634.665527
	Iteration 8Q: 3 clusters Score -1102644 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1102882.875000 Penalty: 4634.665527
	Iteration 9Q: 3 clusters Score -1102883 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1103066.250000 Penalty: 4634.665527
	Iteration 10Q: 3 clusters Score -1103066 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1103214.125000 Penalty: 4634.665527
	Iteration 11Q: 3 clusters Score -1103214 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1103327.125000 Penalty: 4634.665527
	Iteration 12Q: 3 clusters Score -1103327 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1103406.125000 Penalty: 4634.665527
	Iteration 13Q: 3 clusters Score -1103406 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1103457.500000 Penalty: 4634.665527
	Iteration 14Q: 3 clusters Score -1103458 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1103497.750000 Penalty: 4634.665527
	Iteration 15Q: 3 clusters Score -1103498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1103533.000000 Penalty: 4634.665527
	Iteration 16Q: 3 clusters Score -1103533 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1103565.000000 Penalty: 4634.665527
	Iteration 17Q: 3 clusters Score -1103565 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1103597.250000 Penalty: 4634.665527
	Iteration 18Q: 3 clusters Score -1103597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1103625.750000 Penalty: 4634.665527
	Iteration 19Q: 3 clusters Score -1103626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1103652.625000 Penalty: 4634.665527
	Iteration 20F: 3 clusters Score -1103653 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1103684.125000 Penalty: 4634.665527
	Iteration 21Q: 3 clusters Score -1103684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1103711.000000 Penalty: 4634.665527
	Iteration 22Q: 3 clusters Score -1103711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1103729.375000 Penalty: 4634.665527
	Iteration 23Q: 3 clusters Score -1103729 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1103744.750000 Penalty: 4634.665527
	Iteration 24Q: 3 clusters Score -1103745 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1103758.375000 Penalty: 4634.665527
	Iteration 25Q: 3 clusters Score -1103758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1103767.125000 Penalty: 4634.665527
	Iteration 26Q: 3 clusters Score -1103767 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1103782.000000 Penalty: 4634.665527
	Iteration 27Q: 3 clusters Score -1103782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1103786.625000 Penalty: 4634.665527
	Iteration 28Q: 3 clusters Score -1103787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1103795.625000 Penalty: 4634.665527
	Iteration 29Q: 3 clusters Score -1103796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1103801.750000 Penalty: 4634.665527
	Iteration 30Q: 3 clusters Score -1103802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1103805.500000 Penalty: 4634.665527
	Iteration 31Q: 3 clusters Score -1103806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1103811.625000 Penalty: 4634.665527
	Iteration 32Q: 3 clusters Score -1103812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1103813.000000 Penalty: 4634.665527
	Iteration 33Q: 3 clusters Score -1103813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1103818.875000 Penalty: 4634.665527
	Iteration 34Q: 3 clusters Score -1103819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1103817.000000 Penalty: 4634.665527
	Iteration 35Q: 3 clusters Score -1103817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1103817.625000 Penalty: 4634.665527
	Iteration 36Q: 3 clusters Score -1103818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1103820.375000 Penalty: 4634.665527
	Iteration 37Q: 3 clusters Score -1103820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1103819.125000 Penalty: 4634.665527
	Iteration 38Q: 3 clusters Score -1103819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1103822.500000 Penalty: 4634.665527
	Iteration 39Q: 3 clusters Score -1103822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1103822.625000 Penalty: 4634.665527
	Iteration 40F: 3 clusters Score -1103823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1103821.250000 Penalty: 4634.665527
	Iteration 41Q: 3 clusters Score -1103821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1103826.125000 Penalty: 4634.665527
	Iteration 42Q: 3 clusters Score -1103826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1103830.125000 Penalty: 4634.665527
	Iteration 43Q: 3 clusters Score -1103830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1103829.625000 Penalty: 4634.665527
	Iteration 44Q: 3 clusters Score -1103830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1103828.750000 Penalty: 4634.665527
	Iteration 45Q: 3 clusters Score -1103829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1103829.125000 Penalty: 4634.665527
	Iteration 46Q: 3 clusters Score -1103829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1103828.750000 Penalty: 4634.665527
	Iteration 47Q: 3 clusters Score -1103829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1103828.750000 Penalty: 4634.665527
	Iteration 48Q: 3 clusters Score -1103829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1103832.000000 Penalty: 4634.665527
	Iteration 49Q: 3 clusters Score -1103832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1103833.875000 Penalty: 4634.665527
	Iteration 50Q: 3 clusters Score -1103834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1103833.750000 Penalty: 4634.665527
	Iteration 51Q: 3 clusters Score -1103834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1103834.750000 Penalty: 4634.665527
	Iteration 52Q: 3 clusters Score -1103835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1103836.625000 Penalty: 4634.665527
	Iteration 53Q: 3 clusters Score -1103837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1103837.625000 Penalty: 4634.665527
	Iteration 54Q: 3 clusters Score -1103838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1103835.125000 Penalty: 4634.665527
	Iteration 55Q: 3 clusters Score -1103835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1103833.125000 Penalty: 4634.665527
	Iteration 56Q: 3 clusters Score -1103833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1103834.125000 Penalty: 4634.665527
	Iteration 57Q: 3 clusters Score -1103834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1103835.125000 Penalty: 4634.665527
	Iteration 58Q: 3 clusters Score -1103835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1103837.125000 Penalty: 4634.665527
	Iteration 59Q: 3 clusters Score -1103837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1103837.250000 Penalty: 4634.665527
	Iteration 60F: 3 clusters Score -1103837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1103839.000000 Penalty: 4634.665527
	Iteration 61Q: 3 clusters Score -1103839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1103839.625000 Penalty: 4634.665527
	Iteration 62Q: 3 clusters Score -1103840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1103839.750000 Penalty: 4634.665527
	Iteration 63Q: 3 clusters Score -1103840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1103840.250000 Penalty: 4634.665527
	Iteration 64Q: 3 clusters Score -1103840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1103840.250000 Penalty: 4634.665527
	Iteration 65F: 3 clusters Score -1103840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -65039.664062 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -65039.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -63166.601562 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -63166.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -63452.828125 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -63452.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -63539.566406 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -63539.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63592.785156 Penalty: 3373.436279
	Iteration 3Q: 3 clusters Score -63592.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -63626.324219 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -63626.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -63654.621094 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -63654.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -63687.617188 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -63687.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -63711.355469 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -63711.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -63730.273438 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -63730.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -63754.324219 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -63754.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -63764.121094 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -63764.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63767.675781 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -63767.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63773.179688 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -63773.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -63781.496094 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -63781.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -63785.292969 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -63785.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -63787.445312 Penalty: 3373.436279
	Iteration 15Q: 3 clusters Score -63787.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -63787.445312 Penalty: 3373.436279
	Iteration 16F: 3 clusters Score -63787.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -392161.031250 Penalty: 2006.039551
	Iteration 0F: 2 clusters Score -392161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -388725.562500 Penalty: 4012.079102
	Iteration 0F: 3 clusters Score -388725.6 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -389389.125000 Penalty: 4012.079102
	Iteration 1F: 3 clusters Score -389389.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -389536.187500 Penalty: 4012.079102
	Iteration 2F: 3 clusters Score -389536.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -389633.156250 Penalty: 4012.079102
	Iteration 3Q: 3 clusters Score -389633.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -389699.312500 Penalty: 4012.079102
	Iteration 4Q: 3 clusters Score -389699.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -389745.718750 Penalty: 4012.079102
	Iteration 5Q: 3 clusters Score -389745.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -389783.687500 Penalty: 4012.079102
	Iteration 6Q: 3 clusters Score -389783.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -389810.968750 Penalty: 4012.079102
	Iteration 7Q: 3 clusters Score -389811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -389829.218750 Penalty: 4012.079102
	Iteration 8Q: 3 clusters Score -389829.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -389847.656250 Penalty: 4012.079102
	Iteration 9Q: 3 clusters Score -389847.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -389857.500000 Penalty: 4012.079102
	Iteration 10Q: 3 clusters Score -389857.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -389869.218750 Penalty: 4012.079102
	Iteration 11Q: 3 clusters Score -389869.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -389874.937500 Penalty: 4012.079102
	Iteration 12Q: 3 clusters Score -389874.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -389882.093750 Penalty: 4012.079102
	Iteration 13Q: 3 clusters Score -389882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -389891.343750 Penalty: 4012.079102
	Iteration 14Q: 3 clusters Score -389891.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -389901.406250 Penalty: 4012.079102
	Iteration 15Q: 3 clusters Score -389901.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -389913.562500 Penalty: 4012.079102
	Iteration 16Q: 3 clusters Score -389913.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -389923.343750 Penalty: 4012.079102
	Iteration 17Q: 3 clusters Score -389923.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -389935.343750 Penalty: 4012.079102
	Iteration 18Q: 3 clusters Score -389935.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -389952.718750 Penalty: 4012.079102
	Iteration 19Q: 3 clusters Score -389952.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -389970.281250 Penalty: 4012.079102
	Iteration 20F: 3 clusters Score -389970.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -389983.750000 Penalty: 4012.079102
	Iteration 21Q: 3 clusters Score -389983.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -389993.437500 Penalty: 4012.079102
	Iteration 22Q: 3 clusters Score -389993.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -390002.031250 Penalty: 4012.079102
	Iteration 23Q: 3 clusters Score -390002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -390008.187500 Penalty: 4012.079102
	Iteration 24Q: 3 clusters Score -390008.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -390014.531250 Penalty: 4012.079102
	Iteration 25Q: 3 clusters Score -390014.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -390020.687500 Penalty: 4012.079102
	Iteration 26Q: 3 clusters Score -390020.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -390026.156250 Penalty: 4012.079102
	Iteration 27Q: 3 clusters Score -390026.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -390030.218750 Penalty: 4012.079102
	Iteration 28Q: 3 clusters Score -390030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -390032.937500 Penalty: 4012.079102
	Iteration 29Q: 3 clusters Score -390032.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -390034.375000 Penalty: 4012.079102
	Iteration 30Q: 3 clusters Score -390034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -390037.281250 Penalty: 4012.079102
	Iteration 31Q: 3 clusters Score -390037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -390039.250000 Penalty: 4012.079102
	Iteration 32Q: 3 clusters Score -390039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -390039.812500 Penalty: 4012.079102
	Iteration 33Q: 3 clusters Score -390039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -390041.437500 Penalty: 4012.079102
	Iteration 34Q: 3 clusters Score -390041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -390043.531250 Penalty: 4012.079102
	Iteration 35Q: 3 clusters Score -390043.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -390045.750000 Penalty: 4012.079102
	Iteration 36Q: 3 clusters Score -390045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -390046.656250 Penalty: 4012.079102
	Iteration 37Q: 3 clusters Score -390046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -390047.281250 Penalty: 4012.079102
	Iteration 38Q: 3 clusters Score -390047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -390047.062500 Penalty: 4012.079102
	Iteration 39Q: 3 clusters Score -390047.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -390047.562500 Penalty: 4012.079102
	Iteration 40F: 3 clusters Score -390047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -390049.031250 Penalty: 4012.079102
	Iteration 41Q: 3 clusters Score -390049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -390048.875000 Penalty: 4012.079102
	Iteration 42Q: 3 clusters Score -390048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -390049.750000 Penalty: 4012.079102
	Iteration 43Q: 3 clusters Score -390049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -390051.187500 Penalty: 4012.079102
	Iteration 44Q: 3 clusters Score -390051.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -390051.187500 Penalty: 4012.079102
	Iteration 45F: 3 clusters Score -390051.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -980921.437500 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -980921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -974404.062500 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -974404.1 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -976215.687500 Penalty: 4465.095703
	Iteration 1F: 3 clusters Score -976215.7 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -976484.000000 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -976484 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -976696.937500 Penalty: 4465.095703
	Iteration 3F: 3 clusters Score -976696.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -976870.750000 Penalty: 4465.095703
	Iteration 4Q: 3 clusters Score -976870.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -977024.187500 Penalty: 4465.095703
	Iteration 5Q: 3 clusters Score -977024.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -977142.000000 Penalty: 4465.095703
	Iteration 6Q: 3 clusters Score -977142 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -977238.687500 Penalty: 4465.095703
	Iteration 7Q: 3 clusters Score -977238.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -977312.250000 Penalty: 4465.095703
	Iteration 8Q: 3 clusters Score -977312.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -977380.375000 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -977380.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -977451.687500 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -977451.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -977520.812500 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -977520.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -977594.937500 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -977594.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -977677.750000 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -977677.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -977749.812500 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -977749.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -977813.062500 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -977813.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -977879.875000 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -977879.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -977936.937500 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -977936.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -977989.000000 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -977989 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -978041.000000 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -978041 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -978102.562500 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -978102.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -978157.562500 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -978157.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -978215.187500 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -978215.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -978276.000000 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -978276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -978320.875000 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -978320.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -978357.687500 Penalty: 4465.095703
	Iteration 25Q: 3 clusters Score -978357.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -978390.125000 Penalty: 4465.095703
	Iteration 26Q: 3 clusters Score -978390.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -978412.062500 Penalty: 4465.095703
	Iteration 27Q: 3 clusters Score -978412.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -978425.437500 Penalty: 4465.095703
	Iteration 28Q: 3 clusters Score -978425.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -978445.125000 Penalty: 4465.095703
	Iteration 29Q: 3 clusters Score -978445.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -978465.937500 Penalty: 4465.095703
	Iteration 30Q: 3 clusters Score -978465.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -978483.375000 Penalty: 4465.095703
	Iteration 31Q: 3 clusters Score -978483.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -978497.062500 Penalty: 4465.095703
	Iteration 32Q: 3 clusters Score -978497.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -978514.812500 Penalty: 4465.095703
	Iteration 33Q: 3 clusters Score -978514.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -978530.312500 Penalty: 4465.095703
	Iteration 34Q: 3 clusters Score -978530.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -978546.812500 Penalty: 4465.095703
	Iteration 35Q: 3 clusters Score -978546.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -978559.375000 Penalty: 4465.095703
	Iteration 36Q: 3 clusters Score -978559.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -978574.750000 Penalty: 4465.095703
	Iteration 37Q: 3 clusters Score -978574.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -978588.687500 Penalty: 4465.095703
	Iteration 38Q: 3 clusters Score -978588.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -978599.312500 Penalty: 4465.095703
	Iteration 39Q: 3 clusters Score -978599.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -978612.312500 Penalty: 4465.095703
	Iteration 40F: 3 clusters Score -978612.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -978622.312500 Penalty: 4465.095703
	Iteration 41Q: 3 clusters Score -978622.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -978631.000000 Penalty: 4465.095703
	Iteration 42Q: 3 clusters Score -978631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -978639.625000 Penalty: 4465.095703
	Iteration 43Q: 3 clusters Score -978639.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -978644.562500 Penalty: 4465.095703
	Iteration 44Q: 3 clusters Score -978644.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -978649.375000 Penalty: 4465.095703
	Iteration 45Q: 3 clusters Score -978649.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -978653.250000 Penalty: 4465.095703
	Iteration 46Q: 3 clusters Score -978653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -978656.187500 Penalty: 4465.095703
	Iteration 47Q: 3 clusters Score -978656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -978659.312500 Penalty: 4465.095703
	Iteration 48Q: 3 clusters Score -978659.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -978662.187500 Penalty: 4465.095703
	Iteration 49Q: 3 clusters Score -978662.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -978668.062500 Penalty: 4465.095703
	Iteration 50Q: 3 clusters Score -978668.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -978675.437500 Penalty: 4465.095703
	Iteration 51Q: 3 clusters Score -978675.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -978680.625000 Penalty: 4465.095703
	Iteration 52Q: 3 clusters Score -978680.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -978684.312500 Penalty: 4465.095703
	Iteration 53Q: 3 clusters Score -978684.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -978689.062500 Penalty: 4465.095703
	Iteration 54Q: 3 clusters Score -978689.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -978692.812500 Penalty: 4465.095703
	Iteration 55Q: 3 clusters Score -978692.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -978702.000000 Penalty: 4465.095703
	Iteration 56Q: 3 clusters Score -978702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -978711.562500 Penalty: 4465.095703
	Iteration 57Q: 3 clusters Score -978711.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -978721.562500 Penalty: 4465.095703
	Iteration 58Q: 3 clusters Score -978721.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -978738.687500 Penalty: 4465.095703
	Iteration 59Q: 3 clusters Score -978738.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -978756.062500 Penalty: 4465.095703
	Iteration 60F: 3 clusters Score -978756.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -978775.875000 Penalty: 4465.095703
	Iteration 61Q: 3 clusters Score -978775.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -978797.875000 Penalty: 4465.095703
	Iteration 62Q: 3 clusters Score -978797.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -978819.562500 Penalty: 4465.095703
	Iteration 63Q: 3 clusters Score -978819.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -978844.125000 Penalty: 4465.095703
	Iteration 64Q: 3 clusters Score -978844.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -978859.250000 Penalty: 4465.095703
	Iteration 65Q: 3 clusters Score -978859.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -978878.312500 Penalty: 4465.095703
	Iteration 66Q: 3 clusters Score -978878.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -978897.625000 Penalty: 4465.095703
	Iteration 67Q: 3 clusters Score -978897.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -978906.312500 Penalty: 4465.095703
	Iteration 68Q: 3 clusters Score -978906.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -978919.937500 Penalty: 4465.095703
	Iteration 69Q: 3 clusters Score -978919.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -978927.812500 Penalty: 4465.095703
	Iteration 70Q: 3 clusters Score -978927.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -978940.687500 Penalty: 4465.095703
	Iteration 71Q: 3 clusters Score -978940.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -978952.250000 Penalty: 4465.095703
	Iteration 72Q: 3 clusters Score -978952.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -978962.687500 Penalty: 4465.095703
	Iteration 73Q: 3 clusters Score -978962.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -978970.500000 Penalty: 4465.095703
	Iteration 74Q: 3 clusters Score -978970.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -978976.875000 Penalty: 4465.095703
	Iteration 75Q: 3 clusters Score -978976.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -978982.625000 Penalty: 4465.095703
	Iteration 76Q: 3 clusters Score -978982.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -978988.500000 Penalty: 4465.095703
	Iteration 77Q: 3 clusters Score -978988.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -978999.187500 Penalty: 4465.095703
	Iteration 78Q: 3 clusters Score -978999.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -979008.000000 Penalty: 4465.095703
	Iteration 79Q: 3 clusters Score -979008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -979024.562500 Penalty: 4465.095703
	Iteration 80F: 3 clusters Score -979024.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -979032.687500 Penalty: 4465.095703
	Iteration 81Q: 3 clusters Score -979032.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -979037.437500 Penalty: 4465.095703
	Iteration 82Q: 3 clusters Score -979037.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -979041.250000 Penalty: 4465.095703
	Iteration 83Q: 3 clusters Score -979041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -979046.250000 Penalty: 4465.095703
	Iteration 84Q: 3 clusters Score -979046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -979051.312500 Penalty: 4465.095703
	Iteration 85Q: 3 clusters Score -979051.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -979054.500000 Penalty: 4465.095703
	Iteration 86Q: 3 clusters Score -979054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -979059.375000 Penalty: 4465.095703
	Iteration 87Q: 3 clusters Score -979059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -979061.437500 Penalty: 4465.095703
	Iteration 88Q: 3 clusters Score -979061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -979063.375000 Penalty: 4465.095703
	Iteration 89Q: 3 clusters Score -979063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -979063.250000 Penalty: 4465.095703
	Iteration 90Q: 3 clusters Score -979063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -979063.875000 Penalty: 4465.095703
	Iteration 91Q: 3 clusters Score -979063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -979063.875000 Penalty: 4465.095703
	Iteration 92F: 3 clusters Score -979063.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Entering Unmasked Estep 
Score: -2090178.250000 Penalty: 2447.883789
	Iteration 0F: 2 clusters Score -2090178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2076551.000000 Penalty: 4895.767578
	Iteration 0F: 3 clusters Score -2076551 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2081384.625000 Penalty: 4895.767578
	Iteration 1F: 3 clusters Score -2081385 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2082052.125000 Penalty: 4895.767578
	Iteration 2F: 3 clusters Score -2082052 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2082689.625000 Penalty: 4895.767578
	Iteration 3F: 3 clusters Score -2082690 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2083392.375000 Penalty: 4895.767578
	Iteration 4F: 3 clusters Score -2083392 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2084071.875000 Penalty: 4895.767578
	Iteration 5F: 3 clusters Score -2084072 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2084710.500000 Penalty: 4895.767578
	Iteration 6F: 3 clusters Score -2084710 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2085289.500000 Penalty: 4895.767578
	Iteration 7F: 3 clusters Score -2085290 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2085820.875000 Penalty: 4895.767578
	Iteration 8Q: 3 clusters Score -2085821 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2086224.375000 Penalty: 4895.767578
	Iteration 9Q: 3 clusters Score -2086224 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2086500.500000 Penalty: 4895.767578
	Iteration 10Q: 3 clusters Score -2086500 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2086755.875000 Penalty: 4895.767578
	Iteration 11Q: 3 clusters Score -2086756 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2086968.250000 Penalty: 4895.767578
	Iteration 12Q: 3 clusters Score -2086968 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2087135.750000 Penalty: 4895.767578
	Iteration 13Q: 3 clusters Score -2087136 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2087258.250000 Penalty: 4895.767578
	Iteration 14Q: 3 clusters Score -2087258 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2087359.125000 Penalty: 4895.767578
	Iteration 15Q: 3 clusters Score -2087359 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2087447.250000 Penalty: 4895.767578
	Iteration 16Q: 3 clusters Score -2087447 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2087545.125000 Penalty: 4895.767578
	Iteration 17Q: 3 clusters Score -2087545 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2087625.625000 Penalty: 4895.767578
	Iteration 18Q: 3 clusters Score -2087626 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2087698.000000 Penalty: 4895.767578
	Iteration 19Q: 3 clusters Score -2087698 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2087771.500000 Penalty: 4895.767578
	Iteration 20F: 3 clusters Score -2087772 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2087845.625000 Penalty: 4895.767578
	Iteration 21Q: 3 clusters Score -2087846 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2087903.250000 Penalty: 4895.767578
	Iteration 22Q: 3 clusters Score -2087903 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2087951.875000 Penalty: 4895.767578
	Iteration 23Q: 3 clusters Score -2087952 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2088004.125000 Penalty: 4895.767578
	Iteration 24Q: 3 clusters Score -2088004 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2088036.125000 Penalty: 4895.767578
	Iteration 25Q: 3 clusters Score -2088036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2088075.125000 Penalty: 4895.767578
	Iteration 26Q: 3 clusters Score -2088075 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2088105.250000 Penalty: 4895.767578
	Iteration 27Q: 3 clusters Score -2088105 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2088132.750000 Penalty: 4895.767578
	Iteration 28Q: 3 clusters Score -2088133 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2088161.000000 Penalty: 4895.767578
	Iteration 29Q: 3 clusters Score -2088161 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2088187.250000 Penalty: 4895.767578
	Iteration 30Q: 3 clusters Score -2088187 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2088211.125000 Penalty: 4895.767578
	Iteration 31Q: 3 clusters Score -2088211 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2088236.500000 Penalty: 4895.767578
	Iteration 32Q: 3 clusters Score -2088236 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2088271.875000 Penalty: 4895.767578
	Iteration 33Q: 3 clusters Score -2088272 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2088314.125000 Penalty: 4895.767578
	Iteration 34Q: 3 clusters Score -2088314 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2088343.625000 Penalty: 4895.767578
	Iteration 35Q: 3 clusters Score -2088344 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2088380.500000 Penalty: 4895.767578
	Iteration 36Q: 3 clusters Score -2088380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2088422.375000 Penalty: 4895.767578
	Iteration 37Q: 3 clusters Score -2088422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2088474.250000 Penalty: 4895.767578
	Iteration 38Q: 3 clusters Score -2088474 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2088501.000000 Penalty: 4895.767578
	Iteration 39Q: 3 clusters Score -2088501 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2088529.375000 Penalty: 4895.767578
	Iteration 40F: 3 clusters Score -2088529 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2088549.375000 Penalty: 4895.767578
	Iteration 41Q: 3 clusters Score -2088549 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2088560.125000 Penalty: 4895.767578
	Iteration 42Q: 3 clusters Score -2088560 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2088587.750000 Penalty: 4895.767578
	Iteration 43Q: 3 clusters Score -2088588 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2088606.750000 Penalty: 4895.767578
	Iteration 44Q: 3 clusters Score -2088607 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2088608.000000 Penalty: 4895.767578
	Iteration 45Q: 3 clusters Score -2088608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2088616.125000 Penalty: 4895.767578
	Iteration 46Q: 3 clusters Score -2088616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2088630.750000 Penalty: 4895.767578
	Iteration 47Q: 3 clusters Score -2088631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2088639.250000 Penalty: 4895.767578
	Iteration 48Q: 3 clusters Score -2088639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2088651.250000 Penalty: 4895.767578
	Iteration 49Q: 3 clusters Score -2088651 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2088659.750000 Penalty: 4895.767578
	Iteration 50Q: 3 clusters Score -2088660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2088670.375000 Penalty: 4895.767578
	Iteration 51Q: 3 clusters Score -2088670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2088675.250000 Penalty: 4895.767578
	Iteration 52Q: 3 clusters Score -2088675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2088678.250000 Penalty: 4895.767578
	Iteration 53Q: 3 clusters Score -2088678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2088681.125000 Penalty: 4895.767578
	Iteration 54Q: 3 clusters Score -2088681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2088699.375000 Penalty: 4895.767578
	Iteration 55Q: 3 clusters Score -2088699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2088700.625000 Penalty: 4895.767578
	Iteration 56Q: 3 clusters Score -2088701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2088710.750000 Penalty: 4895.767578
	Iteration 57Q: 3 clusters Score -2088711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2088710.750000 Penalty: 4895.767578
	Iteration 58Q: 3 clusters Score -2088711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2088721.250000 Penalty: 4895.767578
	Iteration 59Q: 3 clusters Score -2088721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2088729.125000 Penalty: 4895.767578
	Iteration 60F: 3 clusters Score -2088729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2088732.625000 Penalty: 4895.767578
	Iteration 61Q: 3 clusters Score -2088733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2088731.500000 Penalty: 4895.767578
	Iteration 62Q: 3 clusters Score -2088732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2088729.875000 Penalty: 4895.767578
	Iteration 63Q: 3 clusters Score -2088730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2088734.375000 Penalty: 4895.767578
	Iteration 64Q: 3 clusters Score -2088734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2088731.875000 Penalty: 4895.767578
	Iteration 65Q: 3 clusters Score -2088732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2088734.500000 Penalty: 4895.767578
	Iteration 66Q: 3 clusters Score -2088734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2088736.500000 Penalty: 4895.767578
	Iteration 67Q: 3 clusters Score -2088736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2088735.125000 Penalty: 4895.767578
	Iteration 68Q: 3 clusters Score -2088735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2088738.625000 Penalty: 4895.767578
	Iteration 69Q: 3 clusters Score -2088739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2088738.250000 Penalty: 4895.767578
	Iteration 70Q: 3 clusters Score -2088738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2088734.125000 Penalty: 4895.767578
	Iteration 71Q: 3 clusters Score -2088734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2088738.625000 Penalty: 4895.767578
	Iteration 72Q: 3 clusters Score -2088739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2088737.000000 Penalty: 4895.767578
	Iteration 73Q: 3 clusters Score -2088737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2088740.125000 Penalty: 4895.767578
	Iteration 74Q: 3 clusters Score -2088740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2088739.125000 Penalty: 4895.767578
	Iteration 75Q: 3 clusters Score -2088739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2088740.500000 Penalty: 4895.767578
	Iteration 76Q: 3 clusters Score -2088740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2088741.500000 Penalty: 4895.767578
	Iteration 77Q: 3 clusters Score -2088742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2088739.875000 Penalty: 4895.767578
	Iteration 78Q: 3 clusters Score -2088740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2088739.125000 Penalty: 4895.767578
	Iteration 79Q: 3 clusters Score -2088739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2088739.375000 Penalty: 4895.767578
	Iteration 80F: 3 clusters Score -2088739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2088742.125000 Penalty: 4895.767578
	Iteration 81Q: 3 clusters Score -2088742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2088744.875000 Penalty: 4895.767578
	Iteration 82Q: 3 clusters Score -2088745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2088744.875000 Penalty: 4895.767578
	Iteration 83F: 3 clusters Score -2088745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Entering Unmasked Estep 
Score: -3424777.750000 Penalty: 2564.583984
	Iteration 0F: 2 clusters Score -3424778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3403631.500000 Penalty: 5129.167969
	Iteration 0F: 3 clusters Score -3403632 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3411362.750000 Penalty: 5129.167969
	Iteration 1F: 3 clusters Score -3411363 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3412079.250000 Penalty: 5129.167969
	Iteration 2F: 3 clusters Score -3412079 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3412840.000000 Penalty: 5129.167969
	Iteration 3F: 3 clusters Score -3412840 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3413676.750000 Penalty: 5129.167969
	Iteration 4F: 3 clusters Score -3413677 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3414474.250000 Penalty: 5129.167969
	Iteration 5F: 3 clusters Score -3414474 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3415224.000000 Penalty: 5129.167969
	Iteration 6F: 3 clusters Score -3415224 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3415827.500000 Penalty: 5129.167969
	Iteration 7Q: 3 clusters Score -3415828 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3416424.250000 Penalty: 5129.167969
	Iteration 8Q: 3 clusters Score -3416424 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3416989.000000 Penalty: 5129.167969
	Iteration 9Q: 3 clusters Score -3416989 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3417522.750000 Penalty: 5129.167969
	Iteration 10Q: 3 clusters Score -3417523 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3418090.500000 Penalty: 5129.167969
	Iteration 11Q: 3 clusters Score -3418090 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3418659.250000 Penalty: 5129.167969
	Iteration 12Q: 3 clusters Score -3418659 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3419187.750000 Penalty: 5129.167969
	Iteration 13Q: 3 clusters Score -3419188 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3419675.250000 Penalty: 5129.167969
	Iteration 14Q: 3 clusters Score -3419675 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3420088.500000 Penalty: 5129.167969
	Iteration 15Q: 3 clusters Score -3420088 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3420458.750000 Penalty: 5129.167969
	Iteration 16Q: 3 clusters Score -3420459 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3420816.500000 Penalty: 5129.167969
	Iteration 17Q: 3 clusters Score -3420816 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -3421127.250000 Penalty: 5129.167969
	Iteration 18Q: 3 clusters Score -3421127 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -3421394.250000 Penalty: 5129.167969
	Iteration 19Q: 3 clusters Score -3421394 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3421645.000000 Penalty: 5129.167969
	Iteration 20F: 3 clusters Score -3421645 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3421859.500000 Penalty: 5129.167969
	Iteration 21Q: 3 clusters Score -3421860 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -3422066.000000 Penalty: 5129.167969
	Iteration 22Q: 3 clusters Score -3422066 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3422231.750000 Penalty: 5129.167969
	Iteration 23Q: 3 clusters Score -3422232 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3422399.250000 Penalty: 5129.167969
	Iteration 24Q: 3 clusters Score -3422399 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3422565.750000 Penalty: 5129.167969
	Iteration 25Q: 3 clusters Score -3422566 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3422706.250000 Penalty: 5129.167969
	Iteration 26Q: 3 clusters Score -3422706 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3422839.750000 Penalty: 5129.167969
	Iteration 27Q: 3 clusters Score -3422840 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3422935.250000 Penalty: 5129.167969
	Iteration 28Q: 3 clusters Score -3422935 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3423012.000000 Penalty: 5129.167969
	Iteration 29Q: 3 clusters Score -3423012 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3423070.500000 Penalty: 5129.167969
	Iteration 30Q: 3 clusters Score -3423070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3423113.250000 Penalty: 5129.167969
	Iteration 31Q: 3 clusters Score -3423113 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3423150.250000 Penalty: 5129.167969
	Iteration 32Q: 3 clusters Score -3423150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3423177.750000 Penalty: 5129.167969
	Iteration 33Q: 3 clusters Score -3423178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3423182.250000 Penalty: 5129.167969
	Iteration 34Q: 3 clusters Score -3423182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3423192.500000 Penalty: 5129.167969
	Iteration 35Q: 3 clusters Score -3423192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3423202.000000 Penalty: 5129.167969
	Iteration 36Q: 3 clusters Score -3423202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3423209.750000 Penalty: 5129.167969
	Iteration 37Q: 3 clusters Score -3423210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3423215.000000 Penalty: 5129.167969
	Iteration 38Q: 3 clusters Score -3423215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3423220.750000 Penalty: 5129.167969
	Iteration 39Q: 3 clusters Score -3423221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3423237.000000 Penalty: 5129.167969
	Iteration 40F: 3 clusters Score -3423237 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3423247.000000 Penalty: 5129.167969
	Iteration 41Q: 3 clusters Score -3423247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3423256.500000 Penalty: 5129.167969
	Iteration 42Q: 3 clusters Score -3423256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3423259.000000 Penalty: 5129.167969
	Iteration 43Q: 3 clusters Score -3423259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3423260.500000 Penalty: 5129.167969
	Iteration 44Q: 3 clusters Score -3423260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3423276.000000 Penalty: 5129.167969
	Iteration 45Q: 3 clusters Score -3423276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3423273.000000 Penalty: 5129.167969
	Iteration 46Q: 3 clusters Score -3423273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3423276.000000 Penalty: 5129.167969
	Iteration 47Q: 3 clusters Score -3423276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3423278.000000 Penalty: 5129.167969
	Iteration 48Q: 3 clusters Score -3423278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3423279.250000 Penalty: 5129.167969
	Iteration 49Q: 3 clusters Score -3423279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3423279.250000 Penalty: 5129.167969
	Iteration 50Q: 3 clusters Score -3423279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3423281.500000 Penalty: 5129.167969
	Iteration 51Q: 3 clusters Score -3423282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3423279.000000 Penalty: 5129.167969
	Iteration 52Q: 3 clusters Score -3423279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3423280.750000 Penalty: 5129.167969
	Iteration 53Q: 3 clusters Score -3423281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3423282.750000 Penalty: 5129.167969
	Iteration 54Q: 3 clusters Score -3423283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3423281.250000 Penalty: 5129.167969
	Iteration 55Q: 3 clusters Score -3423281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3423279.750000 Penalty: 5129.167969
	Iteration 56Q: 3 clusters Score -3423280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3423279.750000 Penalty: 5129.167969
	Iteration 57F: 3 clusters Score -3423280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Entering Unmasked Estep 
Score: -2061422.000000 Penalty: 2421.099854
	Iteration 0F: 2 clusters Score -2061422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2049082.000000 Penalty: 4842.199707
	Iteration 0F: 3 clusters Score -2049082 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2053502.750000 Penalty: 4842.199707
	Iteration 1F: 3 clusters Score -2053503 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2054296.625000 Penalty: 4842.199707
	Iteration 2F: 3 clusters Score -2054297 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2055170.125000 Penalty: 4842.199707
	Iteration 3F: 3 clusters Score -2055170 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2056059.000000 Penalty: 4842.199707
	Iteration 4F: 3 clusters Score -2056059 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2056886.875000 Penalty: 4842.199707
	Iteration 5F: 3 clusters Score -2056887 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2057604.750000 Penalty: 4842.199707
	Iteration 6F: 3 clusters Score -2057605 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2058276.500000 Penalty: 4842.199707
	Iteration 7F: 3 clusters Score -2058276 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2058838.375000 Penalty: 4842.199707
	Iteration 8Q: 3 clusters Score -2058838 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2059324.125000 Penalty: 4842.199707
	Iteration 9Q: 3 clusters Score -2059324 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2059739.000000 Penalty: 4842.199707
	Iteration 10Q: 3 clusters Score -2059739 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2059991.000000 Penalty: 4842.199707
	Iteration 11Q: 3 clusters Score -2059991 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2060129.625000 Penalty: 4842.199707
	Iteration 12Q: 3 clusters Score -2060130 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2060248.375000 Penalty: 4842.199707
	Iteration 13Q: 3 clusters Score -2060248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2060334.625000 Penalty: 4842.199707
	Iteration 14Q: 3 clusters Score -2060335 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2060403.250000 Penalty: 4842.199707
	Iteration 15Q: 3 clusters Score -2060403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2060451.500000 Penalty: 4842.199707
	Iteration 16Q: 3 clusters Score -2060452 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2060493.000000 Penalty: 4842.199707
	Iteration 17Q: 3 clusters Score -2060493 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2060526.875000 Penalty: 4842.199707
	Iteration 18Q: 3 clusters Score -2060527 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2060551.000000 Penalty: 4842.199707
	Iteration 19Q: 3 clusters Score -2060551 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2060573.375000 Penalty: 4842.199707
	Iteration 20F: 3 clusters Score -2060573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2060594.250000 Penalty: 4842.199707
	Iteration 21Q: 3 clusters Score -2060594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2060608.125000 Penalty: 4842.199707
	Iteration 22Q: 3 clusters Score -2060608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2060629.750000 Penalty: 4842.199707
	Iteration 23Q: 3 clusters Score -2060630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2060637.500000 Penalty: 4842.199707
	Iteration 24Q: 3 clusters Score -2060638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2060651.000000 Penalty: 4842.199707
	Iteration 25Q: 3 clusters Score -2060651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2060658.875000 Penalty: 4842.199707
	Iteration 26Q: 3 clusters Score -2060659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2060661.250000 Penalty: 4842.199707
	Iteration 27Q: 3 clusters Score -2060661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2060665.875000 Penalty: 4842.199707
	Iteration 28Q: 3 clusters Score -2060666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2060661.875000 Penalty: 4842.199707
	Iteration 29Q: 3 clusters Score -2060662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2060666.750000 Penalty: 4842.199707
	Iteration 30Q: 3 clusters Score -2060667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2060672.250000 Penalty: 4842.199707
	Iteration 31Q: 3 clusters Score -2060672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2060676.875000 Penalty: 4842.199707
	Iteration 32Q: 3 clusters Score -2060677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2060678.625000 Penalty: 4842.199707
	Iteration 33Q: 3 clusters Score -2060679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2060676.000000 Penalty: 4842.199707
	Iteration 34Q: 3 clusters Score -2060676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2060672.625000 Penalty: 4842.199707
	Iteration 35Q: 3 clusters Score -2060673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2060677.375000 Penalty: 4842.199707
	Iteration 36Q: 3 clusters Score -2060677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2060677.875000 Penalty: 4842.199707
	Iteration 37Q: 3 clusters Score -2060678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2060679.875000 Penalty: 4842.199707
	Iteration 38Q: 3 clusters Score -2060680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2060678.125000 Penalty: 4842.199707
	Iteration 39Q: 3 clusters Score -2060678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2060678.125000 Penalty: 4842.199707
	Iteration 40F: 3 clusters Score -2060678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -75448.570312 Penalty: 1648.626709
	Iteration 0F: 2 clusters Score -75448.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73762.273438 Penalty: 3297.253418
	Iteration 0F: 3 clusters Score -73762.27 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -74003.023438 Penalty: 3297.253418
	Iteration 1F: 3 clusters Score -74003.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74058.531250 Penalty: 3297.253418
	Iteration 2F: 3 clusters Score -74058.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74085.976562 Penalty: 3297.253418
	Iteration 3Q: 3 clusters Score -74085.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74096.437500 Penalty: 3297.253418
	Iteration 4Q: 3 clusters Score -74096.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74104.023438 Penalty: 3297.253418
	Iteration 5Q: 3 clusters Score -74104.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -74115.500000 Penalty: 3297.253418
	Iteration 6Q: 3 clusters Score -74115.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -74120.875000 Penalty: 3297.253418
	Iteration 7Q: 3 clusters Score -74120.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -74122.773438 Penalty: 3297.253418
	Iteration 8Q: 3 clusters Score -74122.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74123.914062 Penalty: 3297.253418
	Iteration 9Q: 3 clusters Score -74123.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74123.914062 Penalty: 3297.253418
	Iteration 10F: 3 clusters Score -74123.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -321279.187500 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -321279.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -318172.437500 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -318172.4 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -318849.562500 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -318849.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -319034.937500 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -319034.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -319152.406250 Penalty: 3925.287842
	Iteration 3F: 3 clusters Score -319152.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -319270.281250 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -319270.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -319391.375000 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -319391.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -319542.937500 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -319542.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -319713.343750 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -319713.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -319847.437500 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -319847.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -319999.687500 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -319999.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -320154.937500 Penalty: 3925.287842
	Iteration 10Q: 3 clusters Score -320154.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -320375.593750 Penalty: 3925.287842
	Iteration 11Q: 3 clusters Score -320375.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -320703.687500 Penalty: 3925.287842
	Iteration 12Q: 3 clusters Score -320703.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -321135.500000 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -321135.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -321583.625000 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -321583.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -321826.125000 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -321826.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -321851.781250 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -321851.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -321858.062500 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -321858.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -321859.625000 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -321859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -321859.812500 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -321859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -321859.812500 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -321859.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34868 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 13983 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10665 members 
Mstep: Class 11 contains 20981 members 
Mstep: Class 12 contains 14966 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 8121 members 
Mstep: Class 18 contains 19351 members 
Mstep: Class 19 contains 30979 members 
Mstep: Class 20 contains 17370 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 1383 members 
Mstep: Class 23 contains 7344 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 8048 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 6048 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 15692 members 
Mstep: Class 31 contains 10323 members 
Mstep: Class 32 contains 1502 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9172 members 
Mstep: Class 35 contains 1352 members 
Entering Unmasked Estep 
Score: -35702552.000000 Penalty: 110061.320312
Splitting cluster 22 changes total score from -35703116.000000 to -35702552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (7344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Entering Unmasked Estep 
Score: -901577.000000 Penalty: 2207.606445
	Iteration 0F: 2 clusters Score -901577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -895558.187500 Penalty: 4415.212891
	Iteration 0F: 3 clusters Score -895558.2 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -897129.500000 Penalty: 4415.212891
	Iteration 1F: 3 clusters Score -897129.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -897364.000000 Penalty: 4415.212891
	Iteration 2F: 3 clusters Score -897364 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -897504.125000 Penalty: 4415.212891
	Iteration 3Q: 3 clusters Score -897504.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -897605.250000 Penalty: 4415.212891
	Iteration 4Q: 3 clusters Score -897605.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -897684.250000 Penalty: 4415.212891
	Iteration 5Q: 3 clusters Score -897684.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -897731.375000 Penalty: 4415.212891
	Iteration 6Q: 3 clusters Score -897731.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -897781.687500 Penalty: 4415.212891
	Iteration 7Q: 3 clusters Score -897781.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -897833.562500 Penalty: 4415.212891
	Iteration 8Q: 3 clusters Score -897833.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -897872.937500 Penalty: 4415.212891
	Iteration 9Q: 3 clusters Score -897872.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -897909.625000 Penalty: 4415.212891
	Iteration 10Q: 3 clusters Score -897909.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -897931.312500 Penalty: 4415.212891
	Iteration 11Q: 3 clusters Score -897931.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -897952.562500 Penalty: 4415.212891
	Iteration 12Q: 3 clusters Score -897952.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -897975.500000 Penalty: 4415.212891
	Iteration 13Q: 3 clusters Score -897975.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -898002.812500 Penalty: 4415.212891
	Iteration 14Q: 3 clusters Score -898002.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -898029.250000 Penalty: 4415.212891
	Iteration 15Q: 3 clusters Score -898029.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -898057.937500 Penalty: 4415.212891
	Iteration 16Q: 3 clusters Score -898057.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -898084.187500 Penalty: 4415.212891
	Iteration 17Q: 3 clusters Score -898084.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -898110.062500 Penalty: 4415.212891
	Iteration 18Q: 3 clusters Score -898110.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -898152.687500 Penalty: 4415.212891
	Iteration 19Q: 3 clusters Score -898152.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -898199.937500 Penalty: 4415.212891
	Iteration 20F: 3 clusters Score -898199.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -898259.812500 Penalty: 4415.212891
	Iteration 21Q: 3 clusters Score -898259.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -898321.312500 Penalty: 4415.212891
	Iteration 22Q: 3 clusters Score -898321.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -898388.687500 Penalty: 4415.212891
	Iteration 23Q: 3 clusters Score -898388.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -898456.437500 Penalty: 4415.212891
	Iteration 24Q: 3 clusters Score -898456.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -898537.062500 Penalty: 4415.212891
	Iteration 25Q: 3 clusters Score -898537.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -898630.062500 Penalty: 4415.212891
	Iteration 26Q: 3 clusters Score -898630.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -898737.562500 Penalty: 4415.212891
	Iteration 27Q: 3 clusters Score -898737.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -898830.937500 Penalty: 4415.212891
	Iteration 28Q: 3 clusters Score -898830.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -898963.125000 Penalty: 4415.212891
	Iteration 29Q: 3 clusters Score -898963.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -899109.812500 Penalty: 4415.212891
	Iteration 30Q: 3 clusters Score -899109.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -899241.312500 Penalty: 4415.212891
	Iteration 31Q: 3 clusters Score -899241.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -899336.000000 Penalty: 4415.212891
	Iteration 32Q: 3 clusters Score -899336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -899408.562500 Penalty: 4415.212891
	Iteration 33Q: 3 clusters Score -899408.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -899470.937500 Penalty: 4415.212891
	Iteration 34Q: 3 clusters Score -899470.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -899514.500000 Penalty: 4415.212891
	Iteration 35Q: 3 clusters Score -899514.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -899546.500000 Penalty: 4415.212891
	Iteration 36Q: 3 clusters Score -899546.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -899574.125000 Penalty: 4415.212891
	Iteration 37Q: 3 clusters Score -899574.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -899598.750000 Penalty: 4415.212891
	Iteration 38Q: 3 clusters Score -899598.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -899618.187500 Penalty: 4415.212891
	Iteration 39Q: 3 clusters Score -899618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -899624.000000 Penalty: 4415.212891
	Iteration 40F: 3 clusters Score -899624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -899640.500000 Penalty: 4415.212891
	Iteration 41Q: 3 clusters Score -899640.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -899649.562500 Penalty: 4415.212891
	Iteration 42Q: 3 clusters Score -899649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -899653.875000 Penalty: 4415.212891
	Iteration 43Q: 3 clusters Score -899653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -899654.687500 Penalty: 4415.212891
	Iteration 44Q: 3 clusters Score -899654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -899654.562500 Penalty: 4415.212891
	Iteration 45Q: 3 clusters Score -899654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -899654.562500 Penalty: 4415.212891
	Iteration 46F: 3 clusters Score -899654.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Entering Unmasked Estep 
Score: -597074.000000 Penalty: 2201.279053
	Iteration 0F: 2 clusters Score -597074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -591275.750000 Penalty: 4402.558105
	Iteration 0F: 3 clusters Score -591275.8 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -592933.437500 Penalty: 4402.558105
	Iteration 1F: 3 clusters Score -592933.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -593315.000000 Penalty: 4402.558105
	Iteration 2F: 3 clusters Score -593315 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -593653.562500 Penalty: 4402.558105
	Iteration 3F: 3 clusters Score -593653.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -593977.250000 Penalty: 4402.558105
	Iteration 4F: 3 clusters Score -593977.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -594263.062500 Penalty: 4402.558105
	Iteration 5F: 3 clusters Score -594263.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -594538.625000 Penalty: 4402.558105
	Iteration 6Q: 3 clusters Score -594538.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -594817.375000 Penalty: 4402.558105
	Iteration 7Q: 3 clusters Score -594817.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -595105.375000 Penalty: 4402.558105
	Iteration 8Q: 3 clusters Score -595105.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -595346.187500 Penalty: 4402.558105
	Iteration 9Q: 3 clusters Score -595346.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -595531.187500 Penalty: 4402.558105
	Iteration 10Q: 3 clusters Score -595531.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -595687.937500 Penalty: 4402.558105
	Iteration 11Q: 3 clusters Score -595687.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -595816.250000 Penalty: 4402.558105
	Iteration 12Q: 3 clusters Score -595816.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -595899.437500 Penalty: 4402.558105
	Iteration 13Q: 3 clusters Score -595899.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -595955.187500 Penalty: 4402.558105
	Iteration 14Q: 3 clusters Score -595955.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -596002.000000 Penalty: 4402.558105
	Iteration 15Q: 3 clusters Score -596002 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -596045.625000 Penalty: 4402.558105
	Iteration 16Q: 3 clusters Score -596045.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -596085.500000 Penalty: 4402.558105
	Iteration 17Q: 3 clusters Score -596085.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -596119.062500 Penalty: 4402.558105
	Iteration 18Q: 3 clusters Score -596119.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -596153.875000 Penalty: 4402.558105
	Iteration 19Q: 3 clusters Score -596153.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -596180.937500 Penalty: 4402.558105
	Iteration 20F: 3 clusters Score -596180.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -596196.937500 Penalty: 4402.558105
	Iteration 21Q: 3 clusters Score -596196.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -596208.000000 Penalty: 4402.558105
	Iteration 22Q: 3 clusters Score -596208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -596216.250000 Penalty: 4402.558105
	Iteration 23Q: 3 clusters Score -596216.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -596218.125000 Penalty: 4402.558105
	Iteration 24Q: 3 clusters Score -596218.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -596225.437500 Penalty: 4402.558105
	Iteration 25Q: 3 clusters Score -596225.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -596230.437500 Penalty: 4402.558105
	Iteration 26Q: 3 clusters Score -596230.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -596235.562500 Penalty: 4402.558105
	Iteration 27Q: 3 clusters Score -596235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -596238.000000 Penalty: 4402.558105
	Iteration 28Q: 3 clusters Score -596238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -596240.000000 Penalty: 4402.558105
	Iteration 29Q: 3 clusters Score -596240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -596240.875000 Penalty: 4402.558105
	Iteration 30Q: 3 clusters Score -596240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -596241.875000 Penalty: 4402.558105
	Iteration 31Q: 3 clusters Score -596241.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -596245.937500 Penalty: 4402.558105
	Iteration 32Q: 3 clusters Score -596245.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -596250.250000 Penalty: 4402.558105
	Iteration 33Q: 3 clusters Score -596250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -596254.437500 Penalty: 4402.558105
	Iteration 34Q: 3 clusters Score -596254.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -596257.812500 Penalty: 4402.558105
	Iteration 35Q: 3 clusters Score -596257.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -596263.437500 Penalty: 4402.558105
	Iteration 36Q: 3 clusters Score -596263.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -596269.500000 Penalty: 4402.558105
	Iteration 37Q: 3 clusters Score -596269.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -596279.375000 Penalty: 4402.558105
	Iteration 38Q: 3 clusters Score -596279.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -596289.625000 Penalty: 4402.558105
	Iteration 39Q: 3 clusters Score -596289.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -596298.500000 Penalty: 4402.558105
	Iteration 40F: 3 clusters Score -596298.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -596311.125000 Penalty: 4402.558105
	Iteration 41Q: 3 clusters Score -596311.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -596322.812500 Penalty: 4402.558105
	Iteration 42Q: 3 clusters Score -596322.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -596330.750000 Penalty: 4402.558105
	Iteration 43Q: 3 clusters Score -596330.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -596340.875000 Penalty: 4402.558105
	Iteration 44Q: 3 clusters Score -596340.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -596353.875000 Penalty: 4402.558105
	Iteration 45Q: 3 clusters Score -596353.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -596361.187500 Penalty: 4402.558105
	Iteration 46Q: 3 clusters Score -596361.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -596364.000000 Penalty: 4402.558105
	Iteration 47Q: 3 clusters Score -596364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -596367.500000 Penalty: 4402.558105
	Iteration 48Q: 3 clusters Score -596367.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -596370.312500 Penalty: 4402.558105
	Iteration 49Q: 3 clusters Score -596370.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -596371.625000 Penalty: 4402.558105
	Iteration 50Q: 3 clusters Score -596371.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -596376.812500 Penalty: 4402.558105
	Iteration 51Q: 3 clusters Score -596376.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -596380.562500 Penalty: 4402.558105
	Iteration 52Q: 3 clusters Score -596380.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -596383.750000 Penalty: 4402.558105
	Iteration 53Q: 3 clusters Score -596383.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -596388.500000 Penalty: 4402.558105
	Iteration 54Q: 3 clusters Score -596388.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -596393.375000 Penalty: 4402.558105
	Iteration 55Q: 3 clusters Score -596393.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -596396.937500 Penalty: 4402.558105
	Iteration 56Q: 3 clusters Score -596396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -596399.687500 Penalty: 4402.558105
	Iteration 57Q: 3 clusters Score -596399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -596401.000000 Penalty: 4402.558105
	Iteration 58Q: 3 clusters Score -596401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -596401.000000 Penalty: 4402.558105
	Iteration 59Q: 3 clusters Score -596401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -596401.812500 Penalty: 4402.558105
	Iteration 60F: 3 clusters Score -596401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -596402.812500 Penalty: 4402.558105
	Iteration 61Q: 3 clusters Score -596402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -596403.687500 Penalty: 4402.558105
	Iteration 62Q: 3 clusters Score -596403.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -596404.437500 Penalty: 4402.558105
	Iteration 63Q: 3 clusters Score -596404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -596404.687500 Penalty: 4402.558105
	Iteration 64Q: 3 clusters Score -596404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -596404.750000 Penalty: 4402.558105
	Iteration 65Q: 3 clusters Score -596404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -596404.625000 Penalty: 4402.558105
	Iteration 66Q: 3 clusters Score -596404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -596404.062500 Penalty: 4402.558105
	Iteration 67Q: 3 clusters Score -596404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -596406.562500 Penalty: 4402.558105
	Iteration 68Q: 3 clusters Score -596406.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -596407.125000 Penalty: 4402.558105
	Iteration 69Q: 3 clusters Score -596407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -596409.562500 Penalty: 4402.558105
	Iteration 70Q: 3 clusters Score -596409.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -596411.062500 Penalty: 4402.558105
	Iteration 71Q: 3 clusters Score -596411.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -596413.187500 Penalty: 4402.558105
	Iteration 72Q: 3 clusters Score -596413.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -596414.000000 Penalty: 4402.558105
	Iteration 73Q: 3 clusters Score -596414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -596414.187500 Penalty: 4402.558105
	Iteration 74Q: 3 clusters Score -596414.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -596414.437500 Penalty: 4402.558105
	Iteration 75Q: 3 clusters Score -596414.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -596414.437500 Penalty: 4402.558105
	Iteration 76F: 3 clusters Score -596414.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Entering Unmasked Estep 
Score: -516936.218750 Penalty: 2074.802002
	Iteration 0F: 2 clusters Score -516936.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -512877.156250 Penalty: 4149.604004
	Iteration 0F: 3 clusters Score -512877.2 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -513754.468750 Penalty: 4149.604004
	Iteration 1F: 3 clusters Score -513754.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -513975.781250 Penalty: 4149.604004
	Iteration 2F: 3 clusters Score -513975.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -514092.625000 Penalty: 4149.604004
	Iteration 3F: 3 clusters Score -514092.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -514171.906250 Penalty: 4149.604004
	Iteration 4Q: 3 clusters Score -514171.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -514229.250000 Penalty: 4149.604004
	Iteration 5Q: 3 clusters Score -514229.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -514271.218750 Penalty: 4149.604004
	Iteration 6Q: 3 clusters Score -514271.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -514301.718750 Penalty: 4149.604004
	Iteration 7Q: 3 clusters Score -514301.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -514325.093750 Penalty: 4149.604004
	Iteration 8Q: 3 clusters Score -514325.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -514349.718750 Penalty: 4149.604004
	Iteration 9Q: 3 clusters Score -514349.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -514375.656250 Penalty: 4149.604004
	Iteration 10Q: 3 clusters Score -514375.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -514399.218750 Penalty: 4149.604004
	Iteration 11Q: 3 clusters Score -514399.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -514416.125000 Penalty: 4149.604004
	Iteration 12Q: 3 clusters Score -514416.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -514431.468750 Penalty: 4149.604004
	Iteration 13Q: 3 clusters Score -514431.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -514449.625000 Penalty: 4149.604004
	Iteration 14Q: 3 clusters Score -514449.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -514469.656250 Penalty: 4149.604004
	Iteration 15Q: 3 clusters Score -514469.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -514498.500000 Penalty: 4149.604004
	Iteration 16Q: 3 clusters Score -514498.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -514525.875000 Penalty: 4149.604004
	Iteration 17Q: 3 clusters Score -514525.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -514550.468750 Penalty: 4149.604004
	Iteration 18Q: 3 clusters Score -514550.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -514576.156250 Penalty: 4149.604004
	Iteration 19Q: 3 clusters Score -514576.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -514596.093750 Penalty: 4149.604004
	Iteration 20F: 3 clusters Score -514596.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -514616.531250 Penalty: 4149.604004
	Iteration 21Q: 3 clusters Score -514616.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -514639.093750 Penalty: 4149.604004
	Iteration 22Q: 3 clusters Score -514639.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -514655.875000 Penalty: 4149.604004
	Iteration 23Q: 3 clusters Score -514655.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -514670.843750 Penalty: 4149.604004
	Iteration 24Q: 3 clusters Score -514670.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -514689.718750 Penalty: 4149.604004
	Iteration 25Q: 3 clusters Score -514689.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -514704.656250 Penalty: 4149.604004
	Iteration 26Q: 3 clusters Score -514704.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -514726.156250 Penalty: 4149.604004
	Iteration 27Q: 3 clusters Score -514726.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -514747.156250 Penalty: 4149.604004
	Iteration 28Q: 3 clusters Score -514747.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -514761.593750 Penalty: 4149.604004
	Iteration 29Q: 3 clusters Score -514761.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -514769.156250 Penalty: 4149.604004
	Iteration 30Q: 3 clusters Score -514769.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -514776.343750 Penalty: 4149.604004
	Iteration 31Q: 3 clusters Score -514776.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -514779.812500 Penalty: 4149.604004
	Iteration 32Q: 3 clusters Score -514779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -514783.375000 Penalty: 4149.604004
	Iteration 33Q: 3 clusters Score -514783.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -514787.281250 Penalty: 4149.604004
	Iteration 34Q: 3 clusters Score -514787.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -514792.625000 Penalty: 4149.604004
	Iteration 35Q: 3 clusters Score -514792.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -514800.562500 Penalty: 4149.604004
	Iteration 36Q: 3 clusters Score -514800.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -514812.750000 Penalty: 4149.604004
	Iteration 37Q: 3 clusters Score -514812.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -514825.593750 Penalty: 4149.604004
	Iteration 38Q: 3 clusters Score -514825.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -514839.750000 Penalty: 4149.604004
	Iteration 39Q: 3 clusters Score -514839.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -514855.312500 Penalty: 4149.604004
	Iteration 40F: 3 clusters Score -514855.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -514873.312500 Penalty: 4149.604004
	Iteration 41Q: 3 clusters Score -514873.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -514887.562500 Penalty: 4149.604004
	Iteration 42Q: 3 clusters Score -514887.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -514907.062500 Penalty: 4149.604004
	Iteration 43Q: 3 clusters Score -514907.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -514919.968750 Penalty: 4149.604004
	Iteration 44Q: 3 clusters Score -514920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -514931.312500 Penalty: 4149.604004
	Iteration 45Q: 3 clusters Score -514931.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -514941.125000 Penalty: 4149.604004
	Iteration 46Q: 3 clusters Score -514941.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -514956.406250 Penalty: 4149.604004
	Iteration 47Q: 3 clusters Score -514956.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -514966.281250 Penalty: 4149.604004
	Iteration 48Q: 3 clusters Score -514966.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -514973.781250 Penalty: 4149.604004
	Iteration 49Q: 3 clusters Score -514973.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -514979.125000 Penalty: 4149.604004
	Iteration 50Q: 3 clusters Score -514979.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -514982.968750 Penalty: 4149.604004
	Iteration 51Q: 3 clusters Score -514983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -514985.750000 Penalty: 4149.604004
	Iteration 52Q: 3 clusters Score -514985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -514987.468750 Penalty: 4149.604004
	Iteration 53Q: 3 clusters Score -514987.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -514992.250000 Penalty: 4149.604004
	Iteration 54Q: 3 clusters Score -514992.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -514998.812500 Penalty: 4149.604004
	Iteration 55Q: 3 clusters Score -514998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -515004.062500 Penalty: 4149.604004
	Iteration 56Q: 3 clusters Score -515004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -515007.437500 Penalty: 4149.604004
	Iteration 57Q: 3 clusters Score -515007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -515009.593750 Penalty: 4149.604004
	Iteration 58Q: 3 clusters Score -515009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -515011.625000 Penalty: 4149.604004
	Iteration 59Q: 3 clusters Score -515011.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -515012.906250 Penalty: 4149.604004
	Iteration 60F: 3 clusters Score -515012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -515016.343750 Penalty: 4149.604004
	Iteration 61Q: 3 clusters Score -515016.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -515018.562500 Penalty: 4149.604004
	Iteration 62Q: 3 clusters Score -515018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -515021.718750 Penalty: 4149.604004
	Iteration 63Q: 3 clusters Score -515021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -515025.781250 Penalty: 4149.604004
	Iteration 64Q: 3 clusters Score -515025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -515028.218750 Penalty: 4149.604004
	Iteration 65Q: 3 clusters Score -515028.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -515035.562500 Penalty: 4149.604004
	Iteration 66Q: 3 clusters Score -515035.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -515040.968750 Penalty: 4149.604004
	Iteration 67Q: 3 clusters Score -515041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -515045.312500 Penalty: 4149.604004
	Iteration 68Q: 3 clusters Score -515045.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -515049.843750 Penalty: 4149.604004
	Iteration 69Q: 3 clusters Score -515049.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -515052.312500 Penalty: 4149.604004
	Iteration 70Q: 3 clusters Score -515052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -515056.968750 Penalty: 4149.604004
	Iteration 71Q: 3 clusters Score -515057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -515058.687500 Penalty: 4149.604004
	Iteration 72Q: 3 clusters Score -515058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -515058.906250 Penalty: 4149.604004
	Iteration 73Q: 3 clusters Score -515058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -515058.875000 Penalty: 4149.604004
	Iteration 74Q: 3 clusters Score -515058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -515058.781250 Penalty: 4149.604004
	Iteration 75Q: 3 clusters Score -515058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -515058.781250 Penalty: 4149.604004
	Iteration 76F: 3 clusters Score -515058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Entering Unmasked Estep 
Score: -976264.062500 Penalty: 2230.308594
	Iteration 0F: 2 clusters Score -976264.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -969952.937500 Penalty: 4460.617188
	Iteration 0F: 3 clusters Score -969952.9 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -971629.687500 Penalty: 4460.617188
	Iteration 1F: 3 clusters Score -971629.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -971882.500000 Penalty: 4460.617188
	Iteration 2F: 3 clusters Score -971882.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -972064.812500 Penalty: 4460.617188
	Iteration 3Q: 3 clusters Score -972064.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -972221.562500 Penalty: 4460.617188
	Iteration 4Q: 3 clusters Score -972221.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -972365.687500 Penalty: 4460.617188
	Iteration 5Q: 3 clusters Score -972365.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -972497.375000 Penalty: 4460.617188
	Iteration 6Q: 3 clusters Score -972497.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -972613.187500 Penalty: 4460.617188
	Iteration 7Q: 3 clusters Score -972613.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -972758.250000 Penalty: 4460.617188
	Iteration 8Q: 3 clusters Score -972758.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -972929.125000 Penalty: 4460.617188
	Iteration 9Q: 3 clusters Score -972929.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -973099.250000 Penalty: 4460.617188
	Iteration 10Q: 3 clusters Score -973099.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -973263.250000 Penalty: 4460.617188
	Iteration 11Q: 3 clusters Score -973263.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -973438.562500 Penalty: 4460.617188
	Iteration 12Q: 3 clusters Score -973438.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -973596.937500 Penalty: 4460.617188
	Iteration 13Q: 3 clusters Score -973596.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -973735.250000 Penalty: 4460.617188
	Iteration 14Q: 3 clusters Score -973735.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -973819.437500 Penalty: 4460.617188
	Iteration 15Q: 3 clusters Score -973819.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -973890.187500 Penalty: 4460.617188
	Iteration 16Q: 3 clusters Score -973890.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -973951.062500 Penalty: 4460.617188
	Iteration 17Q: 3 clusters Score -973951.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -974001.312500 Penalty: 4460.617188
	Iteration 18Q: 3 clusters Score -974001.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -974045.812500 Penalty: 4460.617188
	Iteration 19Q: 3 clusters Score -974045.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -974083.812500 Penalty: 4460.617188
	Iteration 20F: 3 clusters Score -974083.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -974110.625000 Penalty: 4460.617188
	Iteration 21Q: 3 clusters Score -974110.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -974129.437500 Penalty: 4460.617188
	Iteration 22Q: 3 clusters Score -974129.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -974151.937500 Penalty: 4460.617188
	Iteration 23Q: 3 clusters Score -974151.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -974174.062500 Penalty: 4460.617188
	Iteration 24Q: 3 clusters Score -974174.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -974191.312500 Penalty: 4460.617188
	Iteration 25Q: 3 clusters Score -974191.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -974201.000000 Penalty: 4460.617188
	Iteration 26Q: 3 clusters Score -974201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -974212.250000 Penalty: 4460.617188
	Iteration 27Q: 3 clusters Score -974212.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -974225.187500 Penalty: 4460.617188
	Iteration 28Q: 3 clusters Score -974225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -974231.937500 Penalty: 4460.617188
	Iteration 29Q: 3 clusters Score -974231.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -974239.625000 Penalty: 4460.617188
	Iteration 30Q: 3 clusters Score -974239.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -974243.375000 Penalty: 4460.617188
	Iteration 31Q: 3 clusters Score -974243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -974245.000000 Penalty: 4460.617188
	Iteration 32Q: 3 clusters Score -974245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -974245.937500 Penalty: 4460.617188
	Iteration 33Q: 3 clusters Score -974245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -974246.000000 Penalty: 4460.617188
	Iteration 34Q: 3 clusters Score -974246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -974246.125000 Penalty: 4460.617188
	Iteration 35Q: 3 clusters Score -974246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -974247.625000 Penalty: 4460.617188
	Iteration 36Q: 3 clusters Score -974247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -974247.625000 Penalty: 4460.617188
	Iteration 37F: 3 clusters Score -974247.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Entering Unmasked Estep 
Score: -755026.875000 Penalty: 2185.289795
	Iteration 0F: 2 clusters Score -755026.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -749429.625000 Penalty: 4370.579590
	Iteration 0F: 3 clusters Score -749429.6 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -750978.187500 Penalty: 4370.579590
	Iteration 1F: 3 clusters Score -750978.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -751317.187500 Penalty: 4370.579590
	Iteration 2F: 3 clusters Score -751317.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -751560.250000 Penalty: 4370.579590
	Iteration 3F: 3 clusters Score -751560.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -751742.937500 Penalty: 4370.579590
	Iteration 4Q: 3 clusters Score -751742.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -751916.187500 Penalty: 4370.579590
	Iteration 5Q: 3 clusters Score -751916.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -752060.750000 Penalty: 4370.579590
	Iteration 6Q: 3 clusters Score -752060.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -752189.500000 Penalty: 4370.579590
	Iteration 7Q: 3 clusters Score -752189.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -752308.562500 Penalty: 4370.579590
	Iteration 8Q: 3 clusters Score -752308.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -752420.500000 Penalty: 4370.579590
	Iteration 9Q: 3 clusters Score -752420.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -752514.375000 Penalty: 4370.579590
	Iteration 10Q: 3 clusters Score -752514.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -752594.812500 Penalty: 4370.579590
	Iteration 11Q: 3 clusters Score -752594.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -752672.875000 Penalty: 4370.579590
	Iteration 12Q: 3 clusters Score -752672.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -752745.875000 Penalty: 4370.579590
	Iteration 13Q: 3 clusters Score -752745.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -752806.562500 Penalty: 4370.579590
	Iteration 14Q: 3 clusters Score -752806.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -752859.625000 Penalty: 4370.579590
	Iteration 15Q: 3 clusters Score -752859.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -752904.812500 Penalty: 4370.579590
	Iteration 16Q: 3 clusters Score -752904.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -752942.375000 Penalty: 4370.579590
	Iteration 17Q: 3 clusters Score -752942.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -752978.187500 Penalty: 4370.579590
	Iteration 18Q: 3 clusters Score -752978.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -753018.062500 Penalty: 4370.579590
	Iteration 19Q: 3 clusters Score -753018.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -753065.375000 Penalty: 4370.579590
	Iteration 20F: 3 clusters Score -753065.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -753105.625000 Penalty: 4370.579590
	Iteration 21Q: 3 clusters Score -753105.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -753144.375000 Penalty: 4370.579590
	Iteration 22Q: 3 clusters Score -753144.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -753178.625000 Penalty: 4370.579590
	Iteration 23Q: 3 clusters Score -753178.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -753198.687500 Penalty: 4370.579590
	Iteration 24Q: 3 clusters Score -753198.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -753217.812500 Penalty: 4370.579590
	Iteration 25Q: 3 clusters Score -753217.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -753233.875000 Penalty: 4370.579590
	Iteration 26Q: 3 clusters Score -753233.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -753242.437500 Penalty: 4370.579590
	Iteration 27Q: 3 clusters Score -753242.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -753249.875000 Penalty: 4370.579590
	Iteration 28Q: 3 clusters Score -753249.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -753256.000000 Penalty: 4370.579590
	Iteration 29Q: 3 clusters Score -753256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -753259.312500 Penalty: 4370.579590
	Iteration 30Q: 3 clusters Score -753259.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -753266.000000 Penalty: 4370.579590
	Iteration 31Q: 3 clusters Score -753266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -753269.125000 Penalty: 4370.579590
	Iteration 32Q: 3 clusters Score -753269.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -753272.000000 Penalty: 4370.579590
	Iteration 33Q: 3 clusters Score -753272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -753274.875000 Penalty: 4370.579590
	Iteration 34Q: 3 clusters Score -753274.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -753279.750000 Penalty: 4370.579590
	Iteration 35Q: 3 clusters Score -753279.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -753282.500000 Penalty: 4370.579590
	Iteration 36Q: 3 clusters Score -753282.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -753287.000000 Penalty: 4370.579590
	Iteration 37Q: 3 clusters Score -753287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -753286.875000 Penalty: 4370.579590
	Iteration 38Q: 3 clusters Score -753286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -753286.875000 Penalty: 4370.579590
	Iteration 39F: 3 clusters Score -753286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Entering Unmasked Estep 
Score: -709499.687500 Penalty: 2159.455811
	Iteration 0F: 2 clusters Score -709499.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -704346.500000 Penalty: 4318.911621
	Iteration 0F: 3 clusters Score -704346.5 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -705725.687500 Penalty: 4318.911621
	Iteration 1F: 3 clusters Score -705725.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -706120.500000 Penalty: 4318.911621
	Iteration 2F: 3 clusters Score -706120.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -706451.437500 Penalty: 4318.911621
	Iteration 3F: 3 clusters Score -706451.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -706754.062500 Penalty: 4318.911621
	Iteration 4F: 3 clusters Score -706754.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -707046.187500 Penalty: 4318.911621
	Iteration 5F: 3 clusters Score -707046.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -707328.062500 Penalty: 4318.911621
	Iteration 6F: 3 clusters Score -707328.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -707553.187500 Penalty: 4318.911621
	Iteration 7Q: 3 clusters Score -707553.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -707736.437500 Penalty: 4318.911621
	Iteration 8Q: 3 clusters Score -707736.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -707882.812500 Penalty: 4318.911621
	Iteration 9Q: 3 clusters Score -707882.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -707978.812500 Penalty: 4318.911621
	Iteration 10Q: 3 clusters Score -707978.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -708037.625000 Penalty: 4318.911621
	Iteration 11Q: 3 clusters Score -708037.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -708078.000000 Penalty: 4318.911621
	Iteration 12Q: 3 clusters Score -708078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -708115.187500 Penalty: 4318.911621
	Iteration 13Q: 3 clusters Score -708115.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -708153.375000 Penalty: 4318.911621
	Iteration 14Q: 3 clusters Score -708153.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -708173.625000 Penalty: 4318.911621
	Iteration 15Q: 3 clusters Score -708173.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -708189.062500 Penalty: 4318.911621
	Iteration 16Q: 3 clusters Score -708189.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -708205.437500 Penalty: 4318.911621
	Iteration 17Q: 3 clusters Score -708205.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -708218.250000 Penalty: 4318.911621
	Iteration 18Q: 3 clusters Score -708218.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -708226.937500 Penalty: 4318.911621
	Iteration 19Q: 3 clusters Score -708226.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -708231.000000 Penalty: 4318.911621
	Iteration 20F: 3 clusters Score -708231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -708231.187500 Penalty: 4318.911621
	Iteration 21Q: 3 clusters Score -708231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -708237.750000 Penalty: 4318.911621
	Iteration 22Q: 3 clusters Score -708237.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -708238.812500 Penalty: 4318.911621
	Iteration 23Q: 3 clusters Score -708238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -708241.187500 Penalty: 4318.911621
	Iteration 24Q: 3 clusters Score -708241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -708242.187500 Penalty: 4318.911621
	Iteration 25Q: 3 clusters Score -708242.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -708241.812500 Penalty: 4318.911621
	Iteration 26Q: 3 clusters Score -708241.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -708243.000000 Penalty: 4318.911621
	Iteration 27Q: 3 clusters Score -708243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -708246.000000 Penalty: 4318.911621
	Iteration 28Q: 3 clusters Score -708246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -708249.562500 Penalty: 4318.911621
	Iteration 29Q: 3 clusters Score -708249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -708249.562500 Penalty: 4318.911621
	Iteration 30Q: 3 clusters Score -708249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -708249.250000 Penalty: 4318.911621
	Iteration 31Q: 3 clusters Score -708249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -708249.250000 Penalty: 4318.911621
	Iteration 32F: 3 clusters Score -708249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Entering Unmasked Estep 
Score: -619184.500000 Penalty: 2119.015869
	Iteration 0F: 2 clusters Score -619184.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -614594.000000 Penalty: 4238.031738
	Iteration 0F: 3 clusters Score -614594 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -615791.750000 Penalty: 4238.031738
	Iteration 1F: 3 clusters Score -615791.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -616169.562500 Penalty: 4238.031738
	Iteration 2F: 3 clusters Score -616169.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -616522.437500 Penalty: 4238.031738
	Iteration 3F: 3 clusters Score -616522.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -616851.937500 Penalty: 4238.031738
	Iteration 4F: 3 clusters Score -616851.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -617142.187500 Penalty: 4238.031738
	Iteration 5F: 3 clusters Score -617142.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -617347.437500 Penalty: 4238.031738
	Iteration 6Q: 3 clusters Score -617347.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -617474.500000 Penalty: 4238.031738
	Iteration 7Q: 3 clusters Score -617474.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -617545.125000 Penalty: 4238.031738
	Iteration 8Q: 3 clusters Score -617545.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -617591.375000 Penalty: 4238.031738
	Iteration 9Q: 3 clusters Score -617591.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -617622.687500 Penalty: 4238.031738
	Iteration 10Q: 3 clusters Score -617622.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -617644.375000 Penalty: 4238.031738
	Iteration 11Q: 3 clusters Score -617644.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -617657.187500 Penalty: 4238.031738
	Iteration 12Q: 3 clusters Score -617657.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -617666.000000 Penalty: 4238.031738
	Iteration 13Q: 3 clusters Score -617666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -617668.937500 Penalty: 4238.031738
	Iteration 14Q: 3 clusters Score -617668.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -617672.875000 Penalty: 4238.031738
	Iteration 15Q: 3 clusters Score -617672.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -617677.625000 Penalty: 4238.031738
	Iteration 16Q: 3 clusters Score -617677.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -617681.750000 Penalty: 4238.031738
	Iteration 17Q: 3 clusters Score -617681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -617686.875000 Penalty: 4238.031738
	Iteration 18Q: 3 clusters Score -617686.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -617688.875000 Penalty: 4238.031738
	Iteration 19Q: 3 clusters Score -617688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -617693.312500 Penalty: 4238.031738
	Iteration 20F: 3 clusters Score -617693.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -617699.000000 Penalty: 4238.031738
	Iteration 21Q: 3 clusters Score -617699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -617703.875000 Penalty: 4238.031738
	Iteration 22Q: 3 clusters Score -617703.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -617707.000000 Penalty: 4238.031738
	Iteration 23Q: 3 clusters Score -617707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -617708.937500 Penalty: 4238.031738
	Iteration 24Q: 3 clusters Score -617708.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -617712.062500 Penalty: 4238.031738
	Iteration 25Q: 3 clusters Score -617712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -617713.125000 Penalty: 4238.031738
	Iteration 26Q: 3 clusters Score -617713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -617715.625000 Penalty: 4238.031738
	Iteration 27Q: 3 clusters Score -617715.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -617718.437500 Penalty: 4238.031738
	Iteration 28Q: 3 clusters Score -617718.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -617722.687500 Penalty: 4238.031738
	Iteration 29Q: 3 clusters Score -617722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -617723.750000 Penalty: 4238.031738
	Iteration 30Q: 3 clusters Score -617723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -617725.750000 Penalty: 4238.031738
	Iteration 31Q: 3 clusters Score -617725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -617728.000000 Penalty: 4238.031738
	Iteration 32Q: 3 clusters Score -617728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -617728.562500 Penalty: 4238.031738
	Iteration 33Q: 3 clusters Score -617728.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -617730.625000 Penalty: 4238.031738
	Iteration 34Q: 3 clusters Score -617730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -617731.750000 Penalty: 4238.031738
	Iteration 35Q: 3 clusters Score -617731.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -617734.125000 Penalty: 4238.031738
	Iteration 36Q: 3 clusters Score -617734.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -617734.125000 Penalty: 4238.031738
	Iteration 37F: 3 clusters Score -617734.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (15692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Entering Unmasked Estep 
Score: -1886867.625000 Penalty: 2395.904541
	Iteration 0F: 2 clusters Score -1886868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1875532.625000 Penalty: 4791.809082
	Iteration 0F: 3 clusters Score -1875533 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1879273.625000 Penalty: 4791.809082
	Iteration 1F: 3 clusters Score -1879274 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1879830.375000 Penalty: 4791.809082
	Iteration 2F: 3 clusters Score -1879830 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1880387.375000 Penalty: 4791.809082
	Iteration 3F: 3 clusters Score -1880387 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1880954.125000 Penalty: 4791.809082
	Iteration 4F: 3 clusters Score -1880954 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1881481.500000 Penalty: 4791.809082
	Iteration 5F: 3 clusters Score -1881482 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1882049.625000 Penalty: 4791.809082
	Iteration 6F: 3 clusters Score -1882050 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1882690.625000 Penalty: 4791.809082
	Iteration 7F: 3 clusters Score -1882691 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1883356.000000 Penalty: 4791.809082
	Iteration 8F: 3 clusters Score -1883356 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1883913.750000 Penalty: 4791.809082
	Iteration 9Q: 3 clusters Score -1883914 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1884321.500000 Penalty: 4791.809082
	Iteration 10Q: 3 clusters Score -1884322 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1884598.750000 Penalty: 4791.809082
	Iteration 11Q: 3 clusters Score -1884599 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1884841.625000 Penalty: 4791.809082
	Iteration 12Q: 3 clusters Score -1884842 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1885083.875000 Penalty: 4791.809082
	Iteration 13Q: 3 clusters Score -1885084 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1885379.000000 Penalty: 4791.809082
	Iteration 14Q: 3 clusters Score -1885379 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1885748.875000 Penalty: 4791.809082
	Iteration 15Q: 3 clusters Score -1885749 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1886183.625000 Penalty: 4791.809082
	Iteration 16Q: 3 clusters Score -1886184 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1886601.000000 Penalty: 4791.809082
	Iteration 17Q: 3 clusters Score -1886601 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1886918.375000 Penalty: 4791.809082
	Iteration 18Q: 3 clusters Score -1886918 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1887204.000000 Penalty: 4791.809082
	Iteration 19Q: 3 clusters Score -1887204 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1887490.500000 Penalty: 4791.809082
	Iteration 20F: 3 clusters Score -1887490 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1887742.625000 Penalty: 4791.809082
	Iteration 21Q: 3 clusters Score -1887743 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1887834.000000 Penalty: 4791.809082
	Iteration 22Q: 3 clusters Score -1887834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1887866.625000 Penalty: 4791.809082
	Iteration 23Q: 3 clusters Score -1887867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1887871.500000 Penalty: 4791.809082
	Iteration 24Q: 3 clusters Score -1887872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1887880.375000 Penalty: 4791.809082
	Iteration 25Q: 3 clusters Score -1887880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1887879.875000 Penalty: 4791.809082
	Iteration 26Q: 3 clusters Score -1887880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1887882.250000 Penalty: 4791.809082
	Iteration 27Q: 3 clusters Score -1887882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1887886.625000 Penalty: 4791.809082
	Iteration 28Q: 3 clusters Score -1887887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1887888.750000 Penalty: 4791.809082
	Iteration 29Q: 3 clusters Score -1887889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1887886.750000 Penalty: 4791.809082
	Iteration 30Q: 3 clusters Score -1887887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1887889.500000 Penalty: 4791.809082
	Iteration 31Q: 3 clusters Score -1887890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1887887.125000 Penalty: 4791.809082
	Iteration 32Q: 3 clusters Score -1887887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1887892.750000 Penalty: 4791.809082
	Iteration 33Q: 3 clusters Score -1887893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1887890.875000 Penalty: 4791.809082
	Iteration 34Q: 3 clusters Score -1887891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1887891.500000 Penalty: 4791.809082
	Iteration 35Q: 3 clusters Score -1887892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1887891.500000 Penalty: 4791.809082
	Iteration 36F: 3 clusters Score -1887892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34868 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 13983 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10665 members 
Mstep: Class 11 contains 20981 members 
Mstep: Class 12 contains 14966 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 8121 members 
Mstep: Class 18 contains 19351 members 
Mstep: Class 19 contains 30979 members 
Mstep: Class 20 contains 17370 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7344 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 8048 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 6048 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10251 members 
Mstep: Class 31 contains 10323 members 
Mstep: Class 32 contains 1502 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9172 members 
Mstep: Class 35 contains 5441 members 
Entering Unmasked Estep 
Score: -35703424.000000 Penalty: 110061.320312
Splitting cluster 30 changes total score from -35703116.000000 to -35703424.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 31 (10323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Entering Unmasked Estep 
Score: -1253705.750000 Penalty: 2292.048096
	Iteration 0F: 2 clusters Score -1253706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1245805.000000 Penalty: 4584.096191
	Iteration 0F: 3 clusters Score -1245805 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1248255.375000 Penalty: 4584.096191
	Iteration 1F: 3 clusters Score -1248255 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1248674.750000 Penalty: 4584.096191
	Iteration 2F: 3 clusters Score -1248675 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1249032.625000 Penalty: 4584.096191
	Iteration 3F: 3 clusters Score -1249033 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1249342.250000 Penalty: 4584.096191
	Iteration 4F: 3 clusters Score -1249342 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1249613.375000 Penalty: 4584.096191
	Iteration 5Q: 3 clusters Score -1249613 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1249918.625000 Penalty: 4584.096191
	Iteration 6Q: 3 clusters Score -1249919 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1250255.125000 Penalty: 4584.096191
	Iteration 7Q: 3 clusters Score -1250255 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1250643.750000 Penalty: 4584.096191
	Iteration 8Q: 3 clusters Score -1250644 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1251012.750000 Penalty: 4584.096191
	Iteration 9Q: 3 clusters Score -1251013 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1251327.500000 Penalty: 4584.096191
	Iteration 10Q: 3 clusters Score -1251328 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1251547.500000 Penalty: 4584.096191
	Iteration 11Q: 3 clusters Score -1251548 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1251676.250000 Penalty: 4584.096191
	Iteration 12Q: 3 clusters Score -1251676 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1251747.375000 Penalty: 4584.096191
	Iteration 13Q: 3 clusters Score -1251747 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1251830.250000 Penalty: 4584.096191
	Iteration 14Q: 3 clusters Score -1251830 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1251900.875000 Penalty: 4584.096191
	Iteration 15Q: 3 clusters Score -1251901 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1251982.250000 Penalty: 4584.096191
	Iteration 16Q: 3 clusters Score -1251982 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1252066.875000 Penalty: 4584.096191
	Iteration 17Q: 3 clusters Score -1252067 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1252149.375000 Penalty: 4584.096191
	Iteration 18Q: 3 clusters Score -1252149 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1252243.625000 Penalty: 4584.096191
	Iteration 19Q: 3 clusters Score -1252244 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1252345.250000 Penalty: 4584.096191
	Iteration 20F: 3 clusters Score -1252345 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1252466.000000 Penalty: 4584.096191
	Iteration 21Q: 3 clusters Score -1252466 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1252660.875000 Penalty: 4584.096191
	Iteration 22Q: 3 clusters Score -1252661 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1252853.375000 Penalty: 4584.096191
	Iteration 23Q: 3 clusters Score -1252853 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1253018.375000 Penalty: 4584.096191
	Iteration 24Q: 3 clusters Score -1253018 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1253132.375000 Penalty: 4584.096191
	Iteration 25Q: 3 clusters Score -1253132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1253230.875000 Penalty: 4584.096191
	Iteration 26Q: 3 clusters Score -1253231 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1253295.375000 Penalty: 4584.096191
	Iteration 27Q: 3 clusters Score -1253295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1253355.250000 Penalty: 4584.096191
	Iteration 28Q: 3 clusters Score -1253355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1253398.500000 Penalty: 4584.096191
	Iteration 29Q: 3 clusters Score -1253398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1253435.500000 Penalty: 4584.096191
	Iteration 30Q: 3 clusters Score -1253436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1253466.625000 Penalty: 4584.096191
	Iteration 31Q: 3 clusters Score -1253467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1253491.875000 Penalty: 4584.096191
	Iteration 32Q: 3 clusters Score -1253492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1253513.000000 Penalty: 4584.096191
	Iteration 33Q: 3 clusters Score -1253513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1253528.625000 Penalty: 4584.096191
	Iteration 34Q: 3 clusters Score -1253529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1253534.500000 Penalty: 4584.096191
	Iteration 35Q: 3 clusters Score -1253534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1253537.750000 Penalty: 4584.096191
	Iteration 36Q: 3 clusters Score -1253538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1253536.750000 Penalty: 4584.096191
	Iteration 37Q: 3 clusters Score -1253537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1253535.750000 Penalty: 4584.096191
	Iteration 38Q: 3 clusters Score -1253536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1253533.875000 Penalty: 4584.096191
	Iteration 39Q: 3 clusters Score -1253534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1253535.625000 Penalty: 4584.096191
	Iteration 40F: 3 clusters Score -1253536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1253535.750000 Penalty: 4584.096191
	Iteration 41Q: 3 clusters Score -1253536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1253535.750000 Penalty: 4584.096191
	Iteration 42Q: 3 clusters Score -1253536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1253536.000000 Penalty: 4584.096191
	Iteration 43Q: 3 clusters Score -1253536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1253537.125000 Penalty: 4584.096191
	Iteration 44Q: 3 clusters Score -1253537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1253537.125000 Penalty: 4584.096191
	Iteration 45F: 3 clusters Score -1253537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -183262.343750 Penalty: 1814.009033
	Iteration 0F: 2 clusters Score -183262.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -180953.375000 Penalty: 3628.018066
	Iteration 0F: 3 clusters Score -180953.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -181333.531250 Penalty: 3628.018066
	Iteration 1F: 3 clusters Score -181333.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181449.125000 Penalty: 3628.018066
	Iteration 2F: 3 clusters Score -181449.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181497.218750 Penalty: 3628.018066
	Iteration 3Q: 3 clusters Score -181497.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -181529.062500 Penalty: 3628.018066
	Iteration 4Q: 3 clusters Score -181529.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -181560.593750 Penalty: 3628.018066
	Iteration 5Q: 3 clusters Score -181560.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -181572.671875 Penalty: 3628.018066
	Iteration 6Q: 3 clusters Score -181572.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -181590.406250 Penalty: 3628.018066
	Iteration 7Q: 3 clusters Score -181590.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -181604.031250 Penalty: 3628.018066
	Iteration 8Q: 3 clusters Score -181604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181618.015625 Penalty: 3628.018066
	Iteration 9Q: 3 clusters Score -181618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -181626.828125 Penalty: 3628.018066
	Iteration 10Q: 3 clusters Score -181626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181633.828125 Penalty: 3628.018066
	Iteration 11Q: 3 clusters Score -181633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -181638.500000 Penalty: 3628.018066
	Iteration 12Q: 3 clusters Score -181638.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -181639.062500 Penalty: 3628.018066
	Iteration 13Q: 3 clusters Score -181639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -181640.578125 Penalty: 3628.018066
	Iteration 14Q: 3 clusters Score -181640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181641.156250 Penalty: 3628.018066
	Iteration 15Q: 3 clusters Score -181641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181641.156250 Penalty: 3628.018066
	Iteration 16F: 3 clusters Score -181641.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Entering Unmasked Estep 
Score: -714523.500000 Penalty: 2155.028809
	Iteration 0F: 2 clusters Score -714523.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -709422.250000 Penalty: 4310.057617
	Iteration 0F: 3 clusters Score -709422.2 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -710772.937500 Penalty: 4310.057617
	Iteration 1F: 3 clusters Score -710772.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -711179.937500 Penalty: 4310.057617
	Iteration 2F: 3 clusters Score -711179.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -711531.375000 Penalty: 4310.057617
	Iteration 3F: 3 clusters Score -711531.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -711857.125000 Penalty: 4310.057617
	Iteration 4F: 3 clusters Score -711857.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -712134.687500 Penalty: 4310.057617
	Iteration 5F: 3 clusters Score -712134.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -712341.437500 Penalty: 4310.057617
	Iteration 6Q: 3 clusters Score -712341.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -712539.562500 Penalty: 4310.057617
	Iteration 7Q: 3 clusters Score -712539.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -712668.562500 Penalty: 4310.057617
	Iteration 8Q: 3 clusters Score -712668.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -712746.812500 Penalty: 4310.057617
	Iteration 9Q: 3 clusters Score -712746.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -712802.250000 Penalty: 4310.057617
	Iteration 10Q: 3 clusters Score -712802.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -712833.875000 Penalty: 4310.057617
	Iteration 11Q: 3 clusters Score -712833.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -712855.312500 Penalty: 4310.057617
	Iteration 12Q: 3 clusters Score -712855.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -712871.375000 Penalty: 4310.057617
	Iteration 13Q: 3 clusters Score -712871.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -712880.062500 Penalty: 4310.057617
	Iteration 14Q: 3 clusters Score -712880.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -712891.500000 Penalty: 4310.057617
	Iteration 15Q: 3 clusters Score -712891.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -712899.125000 Penalty: 4310.057617
	Iteration 16Q: 3 clusters Score -712899.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -712902.062500 Penalty: 4310.057617
	Iteration 17Q: 3 clusters Score -712902.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -712907.312500 Penalty: 4310.057617
	Iteration 18Q: 3 clusters Score -712907.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -712912.562500 Penalty: 4310.057617
	Iteration 19Q: 3 clusters Score -712912.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -712918.062500 Penalty: 4310.057617
	Iteration 20F: 3 clusters Score -712918.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -712921.437500 Penalty: 4310.057617
	Iteration 21Q: 3 clusters Score -712921.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -712926.125000 Penalty: 4310.057617
	Iteration 22Q: 3 clusters Score -712926.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -712930.375000 Penalty: 4310.057617
	Iteration 23Q: 3 clusters Score -712930.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -712937.375000 Penalty: 4310.057617
	Iteration 24Q: 3 clusters Score -712937.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -712940.687500 Penalty: 4310.057617
	Iteration 25Q: 3 clusters Score -712940.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -712944.500000 Penalty: 4310.057617
	Iteration 26Q: 3 clusters Score -712944.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -712945.937500 Penalty: 4310.057617
	Iteration 27Q: 3 clusters Score -712945.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -712946.687500 Penalty: 4310.057617
	Iteration 28Q: 3 clusters Score -712946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -712947.625000 Penalty: 4310.057617
	Iteration 29Q: 3 clusters Score -712947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -712947.812500 Penalty: 4310.057617
	Iteration 30Q: 3 clusters Score -712947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -712946.500000 Penalty: 4310.057617
	Iteration 31Q: 3 clusters Score -712946.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -712946.500000 Penalty: 4310.057617
	Iteration 32F: 3 clusters Score -712946.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Entering Unmasked Estep 
Score: -1100907.750000 Penalty: 2262.729980
	Iteration 0F: 2 clusters Score -1100908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1093673.500000 Penalty: 4525.459961
	Iteration 0F: 3 clusters Score -1093674 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1095803.250000 Penalty: 4525.459961
	Iteration 1F: 3 clusters Score -1095803 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1096152.125000 Penalty: 4525.459961
	Iteration 2F: 3 clusters Score -1096152 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1096421.375000 Penalty: 4525.459961
	Iteration 3F: 3 clusters Score -1096421 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1096645.875000 Penalty: 4525.459961
	Iteration 4Q: 3 clusters Score -1096646 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1096858.875000 Penalty: 4525.459961
	Iteration 5Q: 3 clusters Score -1096859 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1097084.625000 Penalty: 4525.459961
	Iteration 6Q: 3 clusters Score -1097085 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1097291.750000 Penalty: 4525.459961
	Iteration 7Q: 3 clusters Score -1097292 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1097479.250000 Penalty: 4525.459961
	Iteration 8Q: 3 clusters Score -1097479 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1097670.250000 Penalty: 4525.459961
	Iteration 9Q: 3 clusters Score -1097670 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1097859.000000 Penalty: 4525.459961
	Iteration 10Q: 3 clusters Score -1097859 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1098019.375000 Penalty: 4525.459961
	Iteration 11Q: 3 clusters Score -1098019 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1098175.000000 Penalty: 4525.459961
	Iteration 12Q: 3 clusters Score -1098175 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1098306.000000 Penalty: 4525.459961
	Iteration 13Q: 3 clusters Score -1098306 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1098404.250000 Penalty: 4525.459961
	Iteration 14Q: 3 clusters Score -1098404 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1098479.750000 Penalty: 4525.459961
	Iteration 15Q: 3 clusters Score -1098480 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1098535.500000 Penalty: 4525.459961
	Iteration 16Q: 3 clusters Score -1098536 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1098584.000000 Penalty: 4525.459961
	Iteration 17Q: 3 clusters Score -1098584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1098639.250000 Penalty: 4525.459961
	Iteration 18Q: 3 clusters Score -1098639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1098690.375000 Penalty: 4525.459961
	Iteration 19Q: 3 clusters Score -1098690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1098725.750000 Penalty: 4525.459961
	Iteration 20F: 3 clusters Score -1098726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1098767.375000 Penalty: 4525.459961
	Iteration 21Q: 3 clusters Score -1098767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1098790.625000 Penalty: 4525.459961
	Iteration 22Q: 3 clusters Score -1098791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1098815.625000 Penalty: 4525.459961
	Iteration 23Q: 3 clusters Score -1098816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1098835.000000 Penalty: 4525.459961
	Iteration 24Q: 3 clusters Score -1098835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1098849.000000 Penalty: 4525.459961
	Iteration 25Q: 3 clusters Score -1098849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1098853.500000 Penalty: 4525.459961
	Iteration 26Q: 3 clusters Score -1098854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1098858.750000 Penalty: 4525.459961
	Iteration 27Q: 3 clusters Score -1098859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1098863.125000 Penalty: 4525.459961
	Iteration 28Q: 3 clusters Score -1098863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1098865.375000 Penalty: 4525.459961
	Iteration 29Q: 3 clusters Score -1098865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1098870.875000 Penalty: 4525.459961
	Iteration 30Q: 3 clusters Score -1098871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1098874.500000 Penalty: 4525.459961
	Iteration 31Q: 3 clusters Score -1098874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1098877.000000 Penalty: 4525.459961
	Iteration 32Q: 3 clusters Score -1098877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1098881.375000 Penalty: 4525.459961
	Iteration 33Q: 3 clusters Score -1098881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1098884.125000 Penalty: 4525.459961
	Iteration 34Q: 3 clusters Score -1098884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1098887.000000 Penalty: 4525.459961
	Iteration 35Q: 3 clusters Score -1098887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1098891.375000 Penalty: 4525.459961
	Iteration 36Q: 3 clusters Score -1098891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1098892.625000 Penalty: 4525.459961
	Iteration 37Q: 3 clusters Score -1098893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1098897.750000 Penalty: 4525.459961
	Iteration 38Q: 3 clusters Score -1098898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1098901.250000 Penalty: 4525.459961
	Iteration 39Q: 3 clusters Score -1098901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1098903.375000 Penalty: 4525.459961
	Iteration 40F: 3 clusters Score -1098903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1098905.875000 Penalty: 4525.459961
	Iteration 41Q: 3 clusters Score -1098906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1098905.875000 Penalty: 4525.459961
	Iteration 42F: 3 clusters Score -1098906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34868 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 5228 members 
Mstep: Class 5 contains 10457 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 13983 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10665 members 
Mstep: Class 11 contains 20981 members 
Mstep: Class 12 contains 14966 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 8121 members 
Mstep: Class 18 contains 19351 members 
Mstep: Class 19 contains 30979 members 
Mstep: Class 20 contains 17370 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7344 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 8048 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 6048 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10251 members 
Mstep: Class 31 contains 10323 members 
Mstep: Class 32 contains 1502 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703976.000000 Penalty: 110061.320312
Iteration 159Q: 36 clusters Score -3.570398e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34805 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10331 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10663 members 
Mstep: Class 11 contains 20995 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8125 members 
Mstep: Class 18 contains 19332 members 
Mstep: Class 19 contains 31009 members 
Mstep: Class 20 contains 17418 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7319 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 8047 members 
Mstep: Class 27 contains 6706 members 
Mstep: Class 28 contains 6047 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10444 members 
Mstep: Class 31 contains 10322 members 
Mstep: Class 32 contains 1480 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9173 members 
Mstep: Class 35 contains 5286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35704396.000000 Penalty: 110061.320312
Iteration 160F: 36 clusters Score -3.57044e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34733 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 10220 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14013 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 10 contains 10665 members 
Mstep: Class 11 contains 21013 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 19323 members 
Mstep: Class 19 contains 31025 members 
Mstep: Class 20 contains 17459 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 2731 members 
Mstep: Class 23 contains 7291 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4307 members 
Mstep: Class 26 contains 8046 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 6047 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10557 members 
Mstep: Class 31 contains 10319 members 
Mstep: Class 32 contains 1467 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9176 members 
Mstep: Class 35 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35704744.000000 Penalty: 110061.320312
Iteration 161Q: 36 clusters Score -3.570474e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34659 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 10138 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14002 members 
Mstep: Class 8 contains 6586 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10658 members 
Mstep: Class 11 contains 21031 members 
Mstep: Class 12 contains 14961 members 
Mstep: Class 13 contains 2462 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 8141 members 
Mstep: Class 18 contains 19309 members 
Mstep: Class 19 contains 31054 members 
Mstep: Class 20 contains 17492 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 2725 members 
Mstep: Class 23 contains 7269 members 
Mstep: Class 24 contains 7159 members 
Mstep: Class 25 contains 4315 members 
Mstep: Class 26 contains 8049 members 
Mstep: Class 27 contains 6685 members 
Mstep: Class 28 contains 6045 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10633 members 
Mstep: Class 31 contains 10317 members 
Mstep: Class 32 contains 1457 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9178 members 
Mstep: Class 35 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35704880.000000 Penalty: 110061.320312
Iteration 162Q: 36 clusters Score -3.570488e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34595 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 14003 members 
Mstep: Class 8 contains 6552 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10652 members 
Mstep: Class 11 contains 21051 members 
Mstep: Class 12 contains 14959 members 
Mstep: Class 13 contains 2464 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 17 contains 8145 members 
Mstep: Class 18 contains 19296 members 
Mstep: Class 19 contains 31075 members 
Mstep: Class 20 contains 17505 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 7257 members 
Mstep: Class 24 contains 7160 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 8054 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 6045 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10660 members 
Mstep: Class 31 contains 10313 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9182 members 
Mstep: Class 35 contains 5680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35704988.000000 Penalty: 110061.320312
Iteration 163Q: 36 clusters Score -3.570499e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34541 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 10046 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 14025 members 
Mstep: Class 8 contains 6541 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10644 members 
Mstep: Class 11 contains 21060 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 2465 members 
Mstep: Class 14 contains 11435 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 8148 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 31096 members 
Mstep: Class 20 contains 17505 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 7247 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 8051 members 
Mstep: Class 27 contains 6676 members 
Mstep: Class 28 contains 6047 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10681 members 
Mstep: Class 31 contains 10318 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9184 members 
Mstep: Class 35 contains 5746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705112.000000 Penalty: 110061.320312
Iteration 164Q: 36 clusters Score -3.570511e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34480 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 10010 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14053 members 
Mstep: Class 8 contains 6533 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10639 members 
Mstep: Class 11 contains 21075 members 
Mstep: Class 12 contains 14956 members 
Mstep: Class 13 contains 2466 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 8152 members 
Mstep: Class 18 contains 19248 members 
Mstep: Class 19 contains 31128 members 
Mstep: Class 20 contains 17504 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 7237 members 
Mstep: Class 24 contains 7161 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 8049 members 
Mstep: Class 27 contains 6666 members 
Mstep: Class 28 contains 6052 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10705 members 
Mstep: Class 31 contains 10317 members 
Mstep: Class 32 contains 1452 members 
Mstep: Class 33 contains 5941 members 
Mstep: Class 34 contains 9185 members 
Mstep: Class 35 contains 5799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705132.000000 Penalty: 110061.320312
Iteration 165Q: 36 clusters Score -3.570513e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 34412 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 9975 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14070 members 
Mstep: Class 8 contains 6531 members 
Mstep: Class 9 contains 10260 members 
Mstep: Class 10 contains 10635 members 
Mstep: Class 11 contains 21089 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 2467 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 8161 members 
Mstep: Class 18 contains 19229 members 
Mstep: Class 19 contains 31156 members 
Mstep: Class 20 contains 17510 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2719 members 
Mstep: Class 23 contains 7236 members 
Mstep: Class 24 contains 7162 members 
Mstep: Class 25 contains 4346 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 6658 members 
Mstep: Class 28 contains 6054 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10728 members 
Mstep: Class 31 contains 10314 members 
Mstep: Class 32 contains 1450 members 
Mstep: Class 33 contains 5942 members 
Mstep: Class 34 contains 9184 members 
Mstep: Class 35 contains 5840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705216.000000 Penalty: 110061.320312
Iteration 166Q: 36 clusters Score -3.570522e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 34348 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 9949 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 14076 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 21103 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 2469 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 8164 members 
Mstep: Class 18 contains 19213 members 
Mstep: Class 19 contains 31180 members 
Mstep: Class 20 contains 17522 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 7237 members 
Mstep: Class 24 contains 7162 members 
Mstep: Class 25 contains 4356 members 
Mstep: Class 26 contains 8043 members 
Mstep: Class 27 contains 6652 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 10314 members 
Mstep: Class 32 contains 1448 members 
Mstep: Class 33 contains 5943 members 
Mstep: Class 34 contains 9186 members 
Mstep: Class 35 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705268.000000 Penalty: 110061.320312
Iteration 167Q: 36 clusters Score -3.570527e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 34279 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5235 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 14091 members 
Mstep: Class 8 contains 6544 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10624 members 
Mstep: Class 11 contains 21122 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 11424 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 8165 members 
Mstep: Class 18 contains 19195 members 
Mstep: Class 19 contains 31203 members 
Mstep: Class 20 contains 17514 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 7234 members 
Mstep: Class 24 contains 7162 members 
Mstep: Class 25 contains 4360 members 
Mstep: Class 26 contains 8039 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 6053 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 10749 members 
Mstep: Class 31 contains 10312 members 
Mstep: Class 32 contains 1448 members 
Mstep: Class 33 contains 5943 members 
Mstep: Class 34 contains 9186 members 
Mstep: Class 35 contains 5936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705280.000000 Penalty: 110061.320312
Iteration 168Q: 36 clusters Score -3.570528e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 34204 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 14106 members 
Mstep: Class 8 contains 6561 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10620 members 
Mstep: Class 11 contains 21147 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11423 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 8169 members 
Mstep: Class 18 contains 19180 members 
Mstep: Class 19 contains 31226 members 
Mstep: Class 20 contains 17516 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2713 members 
Mstep: Class 23 contains 7233 members 
Mstep: Class 24 contains 7162 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 8039 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 6057 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 10310 members 
Mstep: Class 32 contains 1447 members 
Mstep: Class 33 contains 5943 members 
Mstep: Class 34 contains 9185 members 
Mstep: Class 35 contains 5987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705292.000000 Penalty: 110061.320312
Iteration 169Q: 36 clusters Score -3.570529e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 34135 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5233 members 
Mstep: Class 5 contains 9879 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 14120 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 10260 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 21168 members 
Mstep: Class 12 contains 14956 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11422 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 17 contains 8171 members 
Mstep: Class 18 contains 19172 members 
Mstep: Class 19 contains 31249 members 
Mstep: Class 20 contains 17504 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2709 members 
Mstep: Class 23 contains 7232 members 
Mstep: Class 24 contains 7162 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 8035 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 6060 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 10306 members 
Mstep: Class 32 contains 1446 members 
Mstep: Class 33 contains 5944 members 
Mstep: Class 34 contains 9186 members 
Mstep: Class 35 contains 6035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705248.000000 Penalty: 110061.320312
Iteration 170Q: 36 clusters Score -3.570525e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 34087 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 9860 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 14139 members 
Mstep: Class 8 contains 6610 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10607 members 
Mstep: Class 11 contains 21175 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11422 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3271 members 
Mstep: Class 17 contains 8176 members 
Mstep: Class 18 contains 19163 members 
Mstep: Class 19 contains 31272 members 
Mstep: Class 20 contains 17472 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 7232 members 
Mstep: Class 24 contains 7163 members 
Mstep: Class 25 contains 4378 members 
Mstep: Class 26 contains 8036 members 
Mstep: Class 27 contains 6620 members 
Mstep: Class 28 contains 6061 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10737 members 
Mstep: Class 31 contains 10305 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5945 members 
Mstep: Class 34 contains 9188 members 
Mstep: Class 35 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705392.000000 Penalty: 110061.320312
Iteration 171Q: 36 clusters Score -3.570539e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 34035 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 9847 members 
Mstep: Class 6 contains 2493 members 
Mstep: Class 7 contains 14150 members 
Mstep: Class 8 contains 6627 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10598 members 
Mstep: Class 11 contains 21187 members 
Mstep: Class 12 contains 14951 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11421 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 8177 members 
Mstep: Class 18 contains 19147 members 
Mstep: Class 19 contains 31292 members 
Mstep: Class 20 contains 17465 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 7232 members 
Mstep: Class 24 contains 7163 members 
Mstep: Class 25 contains 4386 members 
Mstep: Class 26 contains 8036 members 
Mstep: Class 27 contains 6616 members 
Mstep: Class 28 contains 6061 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10734 members 
Mstep: Class 31 contains 10309 members 
Mstep: Class 32 contains 1446 members 
Mstep: Class 33 contains 5946 members 
Mstep: Class 34 contains 9189 members 
Mstep: Class 35 contains 6100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705400.000000 Penalty: 110061.320312
Iteration 172Q: 36 clusters Score -3.57054e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 33987 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 9823 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 14160 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 21189 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11422 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 8181 members 
Mstep: Class 18 contains 19141 members 
Mstep: Class 19 contains 31311 members 
Mstep: Class 20 contains 17459 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 7229 members 
Mstep: Class 24 contains 7163 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 8037 members 
Mstep: Class 27 contains 6612 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 10310 members 
Mstep: Class 32 contains 1446 members 
Mstep: Class 33 contains 5947 members 
Mstep: Class 34 contains 9191 members 
Mstep: Class 35 contains 6117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705328.000000 Penalty: 110061.320312
Iteration 173Q: 36 clusters Score -3.570533e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 33934 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 9808 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 14163 members 
Mstep: Class 8 contains 6666 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 21194 members 
Mstep: Class 12 contains 14951 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11426 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 8186 members 
Mstep: Class 18 contains 19129 members 
Mstep: Class 19 contains 31340 members 
Mstep: Class 20 contains 17451 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 7226 members 
Mstep: Class 24 contains 7163 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 6604 members 
Mstep: Class 28 contains 6057 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10743 members 
Mstep: Class 31 contains 10306 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5947 members 
Mstep: Class 34 contains 9194 members 
Mstep: Class 35 contains 6140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705416.000000 Penalty: 110061.320312
Iteration 174Q: 36 clusters Score -3.570542e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 33877 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 5232 members 
Mstep: Class 5 contains 9800 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 14168 members 
Mstep: Class 8 contains 6672 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10584 members 
Mstep: Class 11 contains 21205 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 8191 members 
Mstep: Class 18 contains 19115 members 
Mstep: Class 19 contains 31369 members 
Mstep: Class 20 contains 17454 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 7222 members 
Mstep: Class 24 contains 7163 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 8040 members 
Mstep: Class 27 contains 6589 members 
Mstep: Class 28 contains 6055 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 10303 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5947 members 
Mstep: Class 34 contains 9196 members 
Mstep: Class 35 contains 6161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705340.000000 Penalty: 110061.320312
Iteration 175Q: 36 clusters Score -3.570534e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 33804 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 5236 members 
Mstep: Class 5 contains 9784 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 14191 members 
Mstep: Class 8 contains 6673 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 21221 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 8196 members 
Mstep: Class 18 contains 19098 members 
Mstep: Class 19 contains 31405 members 
Mstep: Class 20 contains 17462 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 7218 members 
Mstep: Class 24 contains 7165 members 
Mstep: Class 25 contains 4435 members 
Mstep: Class 26 contains 8041 members 
Mstep: Class 27 contains 6576 members 
Mstep: Class 28 contains 6056 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10753 members 
Mstep: Class 31 contains 10301 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5947 members 
Mstep: Class 34 contains 9197 members 
Mstep: Class 35 contains 6171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705460.000000 Penalty: 110061.320312
Iteration 176Q: 36 clusters Score -3.570546e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 33733 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 5238 members 
Mstep: Class 5 contains 9772 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 14197 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 21243 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 8201 members 
Mstep: Class 18 contains 19078 members 
Mstep: Class 19 contains 31423 members 
Mstep: Class 20 contains 17471 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 7214 members 
Mstep: Class 24 contains 7165 members 
Mstep: Class 25 contains 4447 members 
Mstep: Class 26 contains 8046 members 
Mstep: Class 27 contains 6570 members 
Mstep: Class 28 contains 6055 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10763 members 
Mstep: Class 31 contains 10296 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5947 members 
Mstep: Class 34 contains 9196 members 
Mstep: Class 35 contains 6175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705564.000000 Penalty: 110061.320312
Iteration 177Q: 36 clusters Score -3.570556e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 33658 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 9753 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 14218 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 21264 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 8204 members 
Mstep: Class 18 contains 19070 members 
Mstep: Class 19 contains 31459 members 
Mstep: Class 20 contains 17472 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 7211 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 4458 members 
Mstep: Class 26 contains 8056 members 
Mstep: Class 27 contains 6567 members 
Mstep: Class 28 contains 6058 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10770 members 
Mstep: Class 31 contains 10288 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5947 members 
Mstep: Class 34 contains 9197 members 
Mstep: Class 35 contains 6178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705592.000000 Penalty: 110061.320312
Iteration 178Q: 36 clusters Score -3.570559e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33597 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 9734 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 14232 members 
Mstep: Class 8 contains 6684 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 21278 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 8208 members 
Mstep: Class 18 contains 19060 members 
Mstep: Class 19 contains 31492 members 
Mstep: Class 20 contains 17484 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 2703 members 
Mstep: Class 23 contains 7205 members 
Mstep: Class 24 contains 7166 members 
Mstep: Class 25 contains 4476 members 
Mstep: Class 26 contains 8058 members 
Mstep: Class 27 contains 6566 members 
Mstep: Class 28 contains 6059 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10782 members 
Mstep: Class 31 contains 10273 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5947 members 
Mstep: Class 34 contains 9197 members 
Mstep: Class 35 contains 6181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705680.000000 Penalty: 110061.320312
Iteration 179Q: 36 clusters Score -3.570568e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33527 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5247 members 
Mstep: Class 5 contains 9718 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 14241 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 21294 members 
Mstep: Class 12 contains 14951 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 8208 members 
Mstep: Class 18 contains 19042 members 
Mstep: Class 19 contains 31539 members 
Mstep: Class 20 contains 17496 members 
Mstep: Class 21 contains 769 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 7199 members 
Mstep: Class 24 contains 7167 members 
Mstep: Class 25 contains 4489 members 
Mstep: Class 26 contains 8059 members 
Mstep: Class 27 contains 6566 members 
Mstep: Class 28 contains 6054 members 
Mstep: Class 29 contains 5139 members 
Mstep: Class 30 contains 10797 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9195 members 
Mstep: Class 35 contains 6187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705700.000000 Penalty: 110061.320312
Iteration 180F: 36 clusters Score -3.57057e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33447 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5250 members 
Mstep: Class 5 contains 9692 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14252 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 21311 members 
Mstep: Class 12 contains 14950 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 8209 members 
Mstep: Class 18 contains 19039 members 
Mstep: Class 19 contains 31573 members 
Mstep: Class 20 contains 17495 members 
Mstep: Class 21 contains 768 members 
Mstep: Class 22 contains 2704 members 
Mstep: Class 23 contains 7195 members 
Mstep: Class 24 contains 7169 members 
Mstep: Class 25 contains 4494 members 
Mstep: Class 26 contains 8065 members 
Mstep: Class 27 contains 6565 members 
Mstep: Class 28 contains 6052 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10813 members 
Mstep: Class 31 contains 10259 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9195 members 
Mstep: Class 35 contains 6191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705772.000000 Penalty: 110061.320312
Iteration 181Q: 36 clusters Score -3.570577e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33389 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5250 members 
Mstep: Class 5 contains 9678 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 14260 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10596 members 
Mstep: Class 11 contains 21323 members 
Mstep: Class 12 contains 14951 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 8212 members 
Mstep: Class 18 contains 19034 members 
Mstep: Class 19 contains 31610 members 
Mstep: Class 20 contains 17485 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 7192 members 
Mstep: Class 24 contains 7169 members 
Mstep: Class 25 contains 4500 members 
Mstep: Class 26 contains 8067 members 
Mstep: Class 27 contains 6564 members 
Mstep: Class 28 contains 6052 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10821 members 
Mstep: Class 31 contains 10258 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9194 members 
Mstep: Class 35 contains 6191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705804.000000 Penalty: 110061.320312
Iteration 182Q: 36 clusters Score -3.57058e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33338 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 9666 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 14268 members 
Mstep: Class 8 contains 6744 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10599 members 
Mstep: Class 11 contains 21335 members 
Mstep: Class 12 contains 14949 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11424 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 8213 members 
Mstep: Class 18 contains 19025 members 
Mstep: Class 19 contains 31642 members 
Mstep: Class 20 contains 17471 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 7191 members 
Mstep: Class 24 contains 7169 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 8069 members 
Mstep: Class 27 contains 6561 members 
Mstep: Class 28 contains 6049 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10834 members 
Mstep: Class 31 contains 10254 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9195 members 
Mstep: Class 35 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705796.000000 Penalty: 110061.320312
Iteration 183Q: 36 clusters Score -3.57058e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33298 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5251 members 
Mstep: Class 5 contains 9663 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 14275 members 
Mstep: Class 8 contains 6777 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10599 members 
Mstep: Class 11 contains 21341 members 
Mstep: Class 12 contains 14951 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11423 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 19015 members 
Mstep: Class 19 contains 31660 members 
Mstep: Class 20 contains 17456 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 7192 members 
Mstep: Class 24 contains 7169 members 
Mstep: Class 25 contains 4509 members 
Mstep: Class 26 contains 8069 members 
Mstep: Class 27 contains 6557 members 
Mstep: Class 28 contains 6048 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10837 members 
Mstep: Class 31 contains 10252 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9197 members 
Mstep: Class 35 contains 6195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705772.000000 Penalty: 110061.320312
Iteration 184Q: 36 clusters Score -3.570577e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33259 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 14281 members 
Mstep: Class 8 contains 6817 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10600 members 
Mstep: Class 11 contains 21347 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 19002 members 
Mstep: Class 19 contains 31692 members 
Mstep: Class 20 contains 17430 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 7193 members 
Mstep: Class 24 contains 7169 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 6047 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 10249 members 
Mstep: Class 32 contains 1445 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9200 members 
Mstep: Class 35 contains 6196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705732.000000 Penalty: 110061.320312
Iteration 185Q: 36 clusters Score -3.570573e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33216 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 2497 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10597 members 
Mstep: Class 11 contains 21360 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 18992 members 
Mstep: Class 19 contains 31712 members 
Mstep: Class 20 contains 17410 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2706 members 
Mstep: Class 23 contains 7194 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 26 contains 8074 members 
Mstep: Class 27 contains 6545 members 
Mstep: Class 28 contains 6047 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10839 members 
Mstep: Class 31 contains 10245 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9202 members 
Mstep: Class 35 contains 6200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705800.000000 Penalty: 110061.320312
Iteration 186Q: 36 clusters Score -3.57058e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33169 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 9654 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14295 members 
Mstep: Class 8 contains 6865 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 21373 members 
Mstep: Class 12 contains 14955 members 
Mstep: Class 13 contains 2472 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8214 members 
Mstep: Class 18 contains 18984 members 
Mstep: Class 19 contains 31739 members 
Mstep: Class 20 contains 17401 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 7193 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 8080 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 6048 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10842 members 
Mstep: Class 31 contains 10244 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9202 members 
Mstep: Class 35 contains 6204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705756.000000 Penalty: 110061.320312
Iteration 187Q: 36 clusters Score -3.570576e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33125 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 9650 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14299 members 
Mstep: Class 8 contains 6876 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10593 members 
Mstep: Class 11 contains 21382 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 2475 members 
Mstep: Class 14 contains 11416 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 18973 members 
Mstep: Class 19 contains 31773 members 
Mstep: Class 20 contains 17397 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 7192 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 8082 members 
Mstep: Class 27 contains 6536 members 
Mstep: Class 28 contains 6049 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10846 members 
Mstep: Class 31 contains 10240 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9202 members 
Mstep: Class 35 contains 6209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705748.000000 Penalty: 110061.320312
Iteration 188Q: 36 clusters Score -3.570575e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 9645 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 21387 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 11417 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 18963 members 
Mstep: Class 19 contains 31807 members 
Mstep: Class 20 contains 17399 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 7191 members 
Mstep: Class 24 contains 7170 members 
Mstep: Class 25 contains 4530 members 
Mstep: Class 26 contains 8085 members 
Mstep: Class 27 contains 6536 members 
Mstep: Class 28 contains 6049 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10846 members 
Mstep: Class 31 contains 10234 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9202 members 
Mstep: Class 35 contains 6215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705784.000000 Penalty: 110061.320312
Iteration 189Q: 36 clusters Score -3.570578e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 33023 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 9645 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 21398 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 13 contains 2482 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 31831 members 
Mstep: Class 20 contains 17407 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 7190 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 4542 members 
Mstep: Class 26 contains 8089 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10846 members 
Mstep: Class 31 contains 10233 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9202 members 
Mstep: Class 35 contains 6217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705756.000000 Penalty: 110061.320312
Iteration 190Q: 36 clusters Score -3.570576e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32974 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 9644 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 6891 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10592 members 
Mstep: Class 11 contains 21408 members 
Mstep: Class 12 contains 14951 members 
Mstep: Class 13 contains 2484 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 18955 members 
Mstep: Class 19 contains 31854 members 
Mstep: Class 20 contains 17406 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2707 members 
Mstep: Class 23 contains 7188 members 
Mstep: Class 24 contains 7172 members 
Mstep: Class 25 contains 4555 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 6044 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10845 members 
Mstep: Class 31 contains 10234 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9203 members 
Mstep: Class 35 contains 6218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705704.000000 Penalty: 110061.320312
Iteration 191Q: 36 clusters Score -3.57057e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32945 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 9638 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14307 members 
Mstep: Class 8 contains 6893 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 21419 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 13 contains 2485 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 18943 members 
Mstep: Class 19 contains 31870 members 
Mstep: Class 20 contains 17399 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2708 members 
Mstep: Class 23 contains 7188 members 
Mstep: Class 24 contains 7172 members 
Mstep: Class 25 contains 4568 members 
Mstep: Class 26 contains 8094 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 6046 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 10234 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9202 members 
Mstep: Class 35 contains 6219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705784.000000 Penalty: 110061.320312
Iteration 192Q: 36 clusters Score -3.570578e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32918 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 9630 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14307 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 10 contains 10594 members 
Mstep: Class 11 contains 21430 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 13 contains 2486 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8214 members 
Mstep: Class 18 contains 18936 members 
Mstep: Class 19 contains 31888 members 
Mstep: Class 20 contains 17378 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 2709 members 
Mstep: Class 23 contains 7189 members 
Mstep: Class 24 contains 7172 members 
Mstep: Class 25 contains 4584 members 
Mstep: Class 26 contains 8096 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 6046 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10851 members 
Mstep: Class 31 contains 10230 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5949 members 
Mstep: Class 34 contains 9204 members 
Mstep: Class 35 contains 6220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705804.000000 Penalty: 110061.320312
Iteration 193Q: 36 clusters Score -3.57058e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32889 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 9624 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14309 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 10 contains 10590 members 
Mstep: Class 11 contains 21443 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 13 contains 2487 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8215 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 31900 members 
Mstep: Class 20 contains 17352 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 7189 members 
Mstep: Class 24 contains 7172 members 
Mstep: Class 25 contains 4594 members 
Mstep: Class 26 contains 8095 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 6047 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10856 members 
Mstep: Class 31 contains 10229 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5949 members 
Mstep: Class 34 contains 9207 members 
Mstep: Class 35 contains 6221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705816.000000 Penalty: 110061.320312
Iteration 194Q: 36 clusters Score -3.570582e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32854 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 9619 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10590 members 
Mstep: Class 11 contains 21464 members 
Mstep: Class 12 contains 14952 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 14 contains 11419 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 18930 members 
Mstep: Class 19 contains 31906 members 
Mstep: Class 20 contains 17339 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 7189 members 
Mstep: Class 24 contains 7172 members 
Mstep: Class 25 contains 4603 members 
Mstep: Class 26 contains 8097 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 6048 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10858 members 
Mstep: Class 31 contains 10229 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5949 members 
Mstep: Class 34 contains 9211 members 
Mstep: Class 35 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705800.000000 Penalty: 110061.320312
Iteration 195Q: 36 clusters Score -3.57058e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32811 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 9614 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14316 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 21477 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 11421 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8217 members 
Mstep: Class 18 contains 18923 members 
Mstep: Class 19 contains 31928 members 
Mstep: Class 20 contains 17320 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 7189 members 
Mstep: Class 24 contains 7172 members 
Mstep: Class 25 contains 4609 members 
Mstep: Class 26 contains 8097 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 6046 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10858 members 
Mstep: Class 31 contains 10231 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9211 members 
Mstep: Class 35 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705812.000000 Penalty: 110061.320312
Iteration 196Q: 36 clusters Score -3.570581e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32774 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14323 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10586 members 
Mstep: Class 11 contains 21488 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 11421 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8216 members 
Mstep: Class 18 contains 18918 members 
Mstep: Class 19 contains 31936 members 
Mstep: Class 20 contains 17311 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 2715 members 
Mstep: Class 23 contains 7184 members 
Mstep: Class 24 contains 7172 members 
Mstep: Class 25 contains 4613 members 
Mstep: Class 26 contains 8099 members 
Mstep: Class 27 contains 6519 members 
Mstep: Class 28 contains 6045 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10865 members 
Mstep: Class 31 contains 10231 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5948 members 
Mstep: Class 34 contains 9211 members 
Mstep: Class 35 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705816.000000 Penalty: 110061.320312
Iteration 197Q: 36 clusters Score -3.570582e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 32726 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 9610 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14328 members 
Mstep: Class 8 contains 6988 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 21497 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8218 members 
Mstep: Class 18 contains 18922 members 
Mstep: Class 19 contains 31954 members 
Mstep: Class 20 contains 17310 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 7182 members 
Mstep: Class 24 contains 7173 members 
Mstep: Class 25 contains 4620 members 
Mstep: Class 26 contains 8098 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 6042 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10869 members 
Mstep: Class 31 contains 10233 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5949 members 
Mstep: Class 34 contains 9211 members 
Mstep: Class 35 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705828.000000 Penalty: 110061.320312
Iteration 198Q: 36 clusters Score -3.570583e+07 nChanged 166
Entering ConstructFrom: 
Score: -35705828.000000 Penalty: 110061.320312
Entering ConstructFrom: 
Trying to split cluster 1 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -286254.343750 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -286254.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -283351.093750 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -283351.1 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283926.937500 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -283926.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -284112.156250 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -284112.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -284232.500000 Penalty: 3863.158691
	Iteration 3F: 3 clusters Score -284232.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -284307.375000 Penalty: 3863.158691
	Iteration 4Q: 3 clusters Score -284307.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -284360.031250 Penalty: 3863.158691
	Iteration 5Q: 3 clusters Score -284360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -284393.937500 Penalty: 3863.158691
	Iteration 6Q: 3 clusters Score -284393.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -284426.093750 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -284426.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -284453.312500 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -284453.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -284476.250000 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -284476.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -284502.375000 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -284502.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -284525.750000 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -284525.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -284553.593750 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -284553.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -284573.093750 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -284573.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -284588.125000 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -284588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -284599.281250 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -284599.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -284607.000000 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -284607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -284611.312500 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -284611.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -284613.656250 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -284613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284615.906250 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -284615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -284616.937500 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -284616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284618.000000 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -284618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -284618.593750 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -284618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -284619.250000 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -284619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284619.562500 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -284619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -284619.593750 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -284619.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284620.156250 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -284620.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -284620.156250 Penalty: 3863.158691
	Iteration 27F: 3 clusters Score -284620.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Entering Unmasked Estep 
Score: -3930737.500000 Penalty: 2577.924072
	Iteration 0F: 2 clusters Score -3930738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3908516.750000 Penalty: 5155.848145
	Iteration 0F: 3 clusters Score -3908517 nChanged 14756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3916517.000000 Penalty: 5155.848145
	Iteration 1F: 3 clusters Score -3916517 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3917046.000000 Penalty: 5155.848145
	Iteration 2Q: 3 clusters Score -3917046 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3917544.750000 Penalty: 5155.848145
	Iteration 3Q: 3 clusters Score -3917545 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3918099.500000 Penalty: 5155.848145
	Iteration 4Q: 3 clusters Score -3918100 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3918792.250000 Penalty: 5155.848145
	Iteration 5Q: 3 clusters Score -3918792 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3919611.500000 Penalty: 5155.848145
	Iteration 6Q: 3 clusters Score -3919612 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3920639.500000 Penalty: 5155.848145
	Iteration 7F: 3 clusters Score -3920640 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3921899.750000 Penalty: 5155.848145
	Iteration 8F: 3 clusters Score -3921900 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3923486.000000 Penalty: 5155.848145
	Iteration 9F: 3 clusters Score -3923486 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3925278.000000 Penalty: 5155.848145
	Iteration 10F: 3 clusters Score -3925278 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3926736.250000 Penalty: 5155.848145
	Iteration 11F: 3 clusters Score -3926736 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3927752.500000 Penalty: 5155.848145
	Iteration 12Q: 3 clusters Score -3927752 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3928310.000000 Penalty: 5155.848145
	Iteration 13Q: 3 clusters Score -3928310 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3928643.250000 Penalty: 5155.848145
	Iteration 14Q: 3 clusters Score -3928643 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3928821.250000 Penalty: 5155.848145
	Iteration 15Q: 3 clusters Score -3928821 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3928924.000000 Penalty: 5155.848145
	Iteration 16Q: 3 clusters Score -3928924 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3928997.250000 Penalty: 5155.848145
	Iteration 17Q: 3 clusters Score -3928997 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3929030.750000 Penalty: 5155.848145
	Iteration 18Q: 3 clusters Score -3929031 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3929078.000000 Penalty: 5155.848145
	Iteration 19Q: 3 clusters Score -3929078 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3929101.000000 Penalty: 5155.848145
	Iteration 20F: 3 clusters Score -3929101 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3929117.250000 Penalty: 5155.848145
	Iteration 21Q: 3 clusters Score -3929117 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -3929136.500000 Penalty: 5155.848145
	Iteration 22Q: 3 clusters Score -3929136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3929153.500000 Penalty: 5155.848145
	Iteration 23Q: 3 clusters Score -3929154 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3929165.000000 Penalty: 5155.848145
	Iteration 24Q: 3 clusters Score -3929165 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3929187.000000 Penalty: 5155.848145
	Iteration 25Q: 3 clusters Score -3929187 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3929207.500000 Penalty: 5155.848145
	Iteration 26Q: 3 clusters Score -3929208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3929251.000000 Penalty: 5155.848145
	Iteration 27Q: 3 clusters Score -3929251 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3929321.750000 Penalty: 5155.848145
	Iteration 28Q: 3 clusters Score -3929322 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3929402.000000 Penalty: 5155.848145
	Iteration 29Q: 3 clusters Score -3929402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3929560.500000 Penalty: 5155.848145
	Iteration 30Q: 3 clusters Score -3929560 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -3929843.500000 Penalty: 5155.848145
	Iteration 31Q: 3 clusters Score -3929844 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -3930250.750000 Penalty: 5155.848145
	Iteration 32Q: 3 clusters Score -3930251 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3930669.000000 Penalty: 5155.848145
	Iteration 33Q: 3 clusters Score -3930669 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3931055.500000 Penalty: 5155.848145
	Iteration 34Q: 3 clusters Score -3931056 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3931327.750000 Penalty: 5155.848145
	Iteration 35Q: 3 clusters Score -3931328 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3931506.000000 Penalty: 5155.848145
	Iteration 36Q: 3 clusters Score -3931506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -3931594.500000 Penalty: 5155.848145
	Iteration 37Q: 3 clusters Score -3931594 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3931653.500000 Penalty: 5155.848145
	Iteration 38Q: 3 clusters Score -3931654 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3931691.250000 Penalty: 5155.848145
	Iteration 39Q: 3 clusters Score -3931691 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3931796.000000 Penalty: 5155.848145
	Iteration 40F: 3 clusters Score -3931796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3931834.250000 Penalty: 5155.848145
	Iteration 41Q: 3 clusters Score -3931834 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3931849.250000 Penalty: 5155.848145
	Iteration 42Q: 3 clusters Score -3931849 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3931871.750000 Penalty: 5155.848145
	Iteration 43Q: 3 clusters Score -3931872 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3931879.500000 Penalty: 5155.848145
	Iteration 44Q: 3 clusters Score -3931880 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3931899.250000 Penalty: 5155.848145
	Iteration 45Q: 3 clusters Score -3931899 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3931925.000000 Penalty: 5155.848145
	Iteration 46Q: 3 clusters Score -3931925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3931943.750000 Penalty: 5155.848145
	Iteration 47Q: 3 clusters Score -3931944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3931955.000000 Penalty: 5155.848145
	Iteration 48Q: 3 clusters Score -3931955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3931951.250000 Penalty: 5155.848145
	Iteration 49Q: 3 clusters Score -3931951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -3931957.750000 Penalty: 5155.848145
	Iteration 50Q: 3 clusters Score -3931958 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3931955.250000 Penalty: 5155.848145
	Iteration 51Q: 3 clusters Score -3931955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3931958.500000 Penalty: 5155.848145
	Iteration 52Q: 3 clusters Score -3931958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3931956.500000 Penalty: 5155.848145
	Iteration 53Q: 3 clusters Score -3931956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3931964.250000 Penalty: 5155.848145
	Iteration 54Q: 3 clusters Score -3931964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3931970.000000 Penalty: 5155.848145
	Iteration 55Q: 3 clusters Score -3931970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3931981.250000 Penalty: 5155.848145
	Iteration 56Q: 3 clusters Score -3931981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3931994.750000 Penalty: 5155.848145
	Iteration 57Q: 3 clusters Score -3931995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3931995.500000 Penalty: 5155.848145
	Iteration 58Q: 3 clusters Score -3931996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3932000.750000 Penalty: 5155.848145
	Iteration 59Q: 3 clusters Score -3932001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3932005.250000 Penalty: 5155.848145
	Iteration 60F: 3 clusters Score -3932005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3931994.750000 Penalty: 5155.848145
	Iteration 61Q: 3 clusters Score -3931995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -3931995.250000 Penalty: 5155.848145
	Iteration 62Q: 3 clusters Score -3931995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3931990.250000 Penalty: 5155.848145
	Iteration 63Q: 3 clusters Score -3931990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3931988.500000 Penalty: 5155.848145
	Iteration 64Q: 3 clusters Score -3931988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3931997.250000 Penalty: 5155.848145
	Iteration 65Q: 3 clusters Score -3931997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3931997.500000 Penalty: 5155.848145
	Iteration 66Q: 3 clusters Score -3931998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3931996.250000 Penalty: 5155.848145
	Iteration 67Q: 3 clusters Score -3931996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3931996.750000 Penalty: 5155.848145
	Iteration 68Q: 3 clusters Score -3931997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3932003.000000 Penalty: 5155.848145
	Iteration 69Q: 3 clusters Score -3932003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3932005.000000 Penalty: 5155.848145
	Iteration 70Q: 3 clusters Score -3932005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3932004.500000 Penalty: 5155.848145
	Iteration 71Q: 3 clusters Score -3932004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3932002.000000 Penalty: 5155.848145
	Iteration 72Q: 3 clusters Score -3932002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3932001.250000 Penalty: 5155.848145
	Iteration 73Q: 3 clusters Score -3932001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3932006.750000 Penalty: 5155.848145
	Iteration 74Q: 3 clusters Score -3932007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3931992.250000 Penalty: 5155.848145
	Iteration 75Q: 3 clusters Score -3931992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3931995.000000 Penalty: 5155.848145
	Iteration 76Q: 3 clusters Score -3931995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3931999.000000 Penalty: 5155.848145
	Iteration 77Q: 3 clusters Score -3931999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3932005.500000 Penalty: 5155.848145
	Iteration 78Q: 3 clusters Score -3932006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3932007.500000 Penalty: 5155.848145
	Iteration 79Q: 3 clusters Score -3932008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3932002.500000 Penalty: 5155.848145
	Iteration 80F: 3 clusters Score -3932002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3932005.750000 Penalty: 5155.848145
	Iteration 81Q: 3 clusters Score -3932006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -3932004.000000 Penalty: 5155.848145
	Iteration 82Q: 3 clusters Score -3932004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3932004.000000 Penalty: 5155.848145
	Iteration 83Q: 3 clusters Score -3932004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3932004.000000 Penalty: 5155.848145
	Iteration 84F: 3 clusters Score -3932004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16824 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 9607 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14332 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 21505 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 18923 members 
Mstep: Class 19 contains 31970 members 
Mstep: Class 20 contains 17286 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 7177 members 
Mstep: Class 24 contains 7173 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 26 contains 8098 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 6040 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10878 members 
Mstep: Class 31 contains 10237 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5950 members 
Mstep: Class 34 contains 9211 members 
Mstep: Class 35 contains 6226 members 
Mstep: Class 36 contains 15867 members 
Entering Unmasked Estep 
Score: -35706532.000000 Penalty: 113205.929688
Splitting cluster 2 changes total score from -35705828.000000 to -35706532.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 3 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -378264.125000 Penalty: 2017.783936
	Iteration 0F: 2 clusters Score -378264.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -374745.093750 Penalty: 4035.567871
	Iteration 0F: 3 clusters Score -374745.1 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -375535.593750 Penalty: 4035.567871
	Iteration 1F: 3 clusters Score -375535.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -375755.562500 Penalty: 4035.567871
	Iteration 2F: 3 clusters Score -375755.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -375949.468750 Penalty: 4035.567871
	Iteration 3F: 3 clusters Score -375949.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -376154.500000 Penalty: 4035.567871
	Iteration 4F: 3 clusters Score -376154.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -376349.500000 Penalty: 4035.567871
	Iteration 5Q: 3 clusters Score -376349.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -376545.312500 Penalty: 4035.567871
	Iteration 6F: 3 clusters Score -376545.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -376676.656250 Penalty: 4035.567871
	Iteration 7Q: 3 clusters Score -376676.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -376805.312500 Penalty: 4035.567871
	Iteration 8Q: 3 clusters Score -376805.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -376902.218750 Penalty: 4035.567871
	Iteration 9Q: 3 clusters Score -376902.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -376967.375000 Penalty: 4035.567871
	Iteration 10Q: 3 clusters Score -376967.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -377034.375000 Penalty: 4035.567871
	Iteration 11Q: 3 clusters Score -377034.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -377083.625000 Penalty: 4035.567871
	Iteration 12Q: 3 clusters Score -377083.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -377132.125000 Penalty: 4035.567871
	Iteration 13Q: 3 clusters Score -377132.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -377153.750000 Penalty: 4035.567871
	Iteration 14Q: 3 clusters Score -377153.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -377178.687500 Penalty: 4035.567871
	Iteration 15Q: 3 clusters Score -377178.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -377205.218750 Penalty: 4035.567871
	Iteration 16Q: 3 clusters Score -377205.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -377221.906250 Penalty: 4035.567871
	Iteration 17Q: 3 clusters Score -377221.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -377230.531250 Penalty: 4035.567871
	Iteration 18Q: 3 clusters Score -377230.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -377237.843750 Penalty: 4035.567871
	Iteration 19Q: 3 clusters Score -377237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -377243.750000 Penalty: 4035.567871
	Iteration 20F: 3 clusters Score -377243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -377250.937500 Penalty: 4035.567871
	Iteration 21Q: 3 clusters Score -377250.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -377258.031250 Penalty: 4035.567871
	Iteration 22Q: 3 clusters Score -377258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -377259.812500 Penalty: 4035.567871
	Iteration 23Q: 3 clusters Score -377259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -377261.531250 Penalty: 4035.567871
	Iteration 24Q: 3 clusters Score -377261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -377262.593750 Penalty: 4035.567871
	Iteration 25Q: 3 clusters Score -377262.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -377262.593750 Penalty: 4035.567871
	Iteration 26F: 3 clusters Score -377262.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Entering Unmasked Estep 
Score: -629696.812500 Penalty: 2124.033203
	Iteration 0F: 2 clusters Score -629696.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -625047.125000 Penalty: 4248.066406
	Iteration 0F: 3 clusters Score -625047.1 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -626138.187500 Penalty: 4248.066406
	Iteration 1F: 3 clusters Score -626138.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -626336.500000 Penalty: 4248.066406
	Iteration 2F: 3 clusters Score -626336.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -626452.750000 Penalty: 4248.066406
	Iteration 3Q: 3 clusters Score -626452.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -626550.750000 Penalty: 4248.066406
	Iteration 4Q: 3 clusters Score -626550.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -626632.812500 Penalty: 4248.066406
	Iteration 5Q: 3 clusters Score -626632.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -626706.125000 Penalty: 4248.066406
	Iteration 6Q: 3 clusters Score -626706.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -626786.000000 Penalty: 4248.066406
	Iteration 7Q: 3 clusters Score -626786 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -626860.687500 Penalty: 4248.066406
	Iteration 8Q: 3 clusters Score -626860.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -626920.562500 Penalty: 4248.066406
	Iteration 9Q: 3 clusters Score -626920.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -626974.312500 Penalty: 4248.066406
	Iteration 10Q: 3 clusters Score -626974.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -627032.062500 Penalty: 4248.066406
	Iteration 11Q: 3 clusters Score -627032.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -627076.875000 Penalty: 4248.066406
	Iteration 12Q: 3 clusters Score -627076.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -627124.125000 Penalty: 4248.066406
	Iteration 13Q: 3 clusters Score -627124.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -627176.687500 Penalty: 4248.066406
	Iteration 14Q: 3 clusters Score -627176.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -627235.375000 Penalty: 4248.066406
	Iteration 15Q: 3 clusters Score -627235.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -627291.875000 Penalty: 4248.066406
	Iteration 16Q: 3 clusters Score -627291.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -627333.375000 Penalty: 4248.066406
	Iteration 17Q: 3 clusters Score -627333.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -627365.562500 Penalty: 4248.066406
	Iteration 18Q: 3 clusters Score -627365.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -627390.125000 Penalty: 4248.066406
	Iteration 19Q: 3 clusters Score -627390.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -627413.625000 Penalty: 4248.066406
	Iteration 20F: 3 clusters Score -627413.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -627435.062500 Penalty: 4248.066406
	Iteration 21Q: 3 clusters Score -627435.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -627454.500000 Penalty: 4248.066406
	Iteration 22Q: 3 clusters Score -627454.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -627482.062500 Penalty: 4248.066406
	Iteration 23Q: 3 clusters Score -627482.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -627500.500000 Penalty: 4248.066406
	Iteration 24Q: 3 clusters Score -627500.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -627513.187500 Penalty: 4248.066406
	Iteration 25Q: 3 clusters Score -627513.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -627529.937500 Penalty: 4248.066406
	Iteration 26Q: 3 clusters Score -627529.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -627539.812500 Penalty: 4248.066406
	Iteration 27Q: 3 clusters Score -627539.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -627550.125000 Penalty: 4248.066406
	Iteration 28Q: 3 clusters Score -627550.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -627556.312500 Penalty: 4248.066406
	Iteration 29Q: 3 clusters Score -627556.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -627557.562500 Penalty: 4248.066406
	Iteration 30Q: 3 clusters Score -627557.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -627559.187500 Penalty: 4248.066406
	Iteration 31Q: 3 clusters Score -627559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -627563.000000 Penalty: 4248.066406
	Iteration 32Q: 3 clusters Score -627563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -627567.375000 Penalty: 4248.066406
	Iteration 33Q: 3 clusters Score -627567.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -627573.500000 Penalty: 4248.066406
	Iteration 34Q: 3 clusters Score -627573.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -627577.250000 Penalty: 4248.066406
	Iteration 35Q: 3 clusters Score -627577.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -627582.375000 Penalty: 4248.066406
	Iteration 36Q: 3 clusters Score -627582.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -627586.250000 Penalty: 4248.066406
	Iteration 37Q: 3 clusters Score -627586.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -627591.750000 Penalty: 4248.066406
	Iteration 38Q: 3 clusters Score -627591.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -627596.187500 Penalty: 4248.066406
	Iteration 39Q: 3 clusters Score -627596.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -627603.125000 Penalty: 4248.066406
	Iteration 40F: 3 clusters Score -627603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -627609.375000 Penalty: 4248.066406
	Iteration 41Q: 3 clusters Score -627609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -627615.125000 Penalty: 4248.066406
	Iteration 42Q: 3 clusters Score -627615.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -627622.062500 Penalty: 4248.066406
	Iteration 43Q: 3 clusters Score -627622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -627624.875000 Penalty: 4248.066406
	Iteration 44Q: 3 clusters Score -627624.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -627630.250000 Penalty: 4248.066406
	Iteration 45Q: 3 clusters Score -627630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -627633.437500 Penalty: 4248.066406
	Iteration 46Q: 3 clusters Score -627633.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -627635.187500 Penalty: 4248.066406
	Iteration 47Q: 3 clusters Score -627635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -627634.875000 Penalty: 4248.066406
	Iteration 48Q: 3 clusters Score -627634.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -627634.812500 Penalty: 4248.066406
	Iteration 49Q: 3 clusters Score -627634.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -627634.812500 Penalty: 4248.066406
	Iteration 50F: 3 clusters Score -627634.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Entering Unmasked Estep 
Score: -1113107.250000 Penalty: 2274.221191
	Iteration 0F: 2 clusters Score -1113107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1105717.250000 Penalty: 4548.442383
	Iteration 0F: 3 clusters Score -1105717 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1107929.125000 Penalty: 4548.442383
	Iteration 1F: 3 clusters Score -1107929 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1108286.500000 Penalty: 4548.442383
	Iteration 2F: 3 clusters Score -1108286 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1108575.750000 Penalty: 4548.442383
	Iteration 3F: 3 clusters Score -1108576 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1108839.875000 Penalty: 4548.442383
	Iteration 4Q: 3 clusters Score -1108840 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1109097.125000 Penalty: 4548.442383
	Iteration 5Q: 3 clusters Score -1109097 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1109387.500000 Penalty: 4548.442383
	Iteration 6Q: 3 clusters Score -1109388 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1109725.125000 Penalty: 4548.442383
	Iteration 7Q: 3 clusters Score -1109725 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1110098.000000 Penalty: 4548.442383
	Iteration 8Q: 3 clusters Score -1110098 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1110438.875000 Penalty: 4548.442383
	Iteration 9Q: 3 clusters Score -1110439 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1110725.875000 Penalty: 4548.442383
	Iteration 10Q: 3 clusters Score -1110726 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1110932.250000 Penalty: 4548.442383
	Iteration 11Q: 3 clusters Score -1110932 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1111069.500000 Penalty: 4548.442383
	Iteration 12Q: 3 clusters Score -1111070 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1111161.875000 Penalty: 4548.442383
	Iteration 13Q: 3 clusters Score -1111162 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1111233.375000 Penalty: 4548.442383
	Iteration 14Q: 3 clusters Score -1111233 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1111285.000000 Penalty: 4548.442383
	Iteration 15Q: 3 clusters Score -1111285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1111317.250000 Penalty: 4548.442383
	Iteration 16Q: 3 clusters Score -1111317 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1111348.375000 Penalty: 4548.442383
	Iteration 17Q: 3 clusters Score -1111348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1111361.750000 Penalty: 4548.442383
	Iteration 18Q: 3 clusters Score -1111362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1111382.250000 Penalty: 4548.442383
	Iteration 19Q: 3 clusters Score -1111382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1111389.375000 Penalty: 4548.442383
	Iteration 20F: 3 clusters Score -1111389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1111398.500000 Penalty: 4548.442383
	Iteration 21Q: 3 clusters Score -1111398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1111408.125000 Penalty: 4548.442383
	Iteration 22Q: 3 clusters Score -1111408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1111414.875000 Penalty: 4548.442383
	Iteration 23Q: 3 clusters Score -1111415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1111423.000000 Penalty: 4548.442383
	Iteration 24Q: 3 clusters Score -1111423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1111432.750000 Penalty: 4548.442383
	Iteration 25Q: 3 clusters Score -1111433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1111436.625000 Penalty: 4548.442383
	Iteration 26Q: 3 clusters Score -1111437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1111447.875000 Penalty: 4548.442383
	Iteration 27Q: 3 clusters Score -1111448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1111456.500000 Penalty: 4548.442383
	Iteration 28Q: 3 clusters Score -1111456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1111460.875000 Penalty: 4548.442383
	Iteration 29Q: 3 clusters Score -1111461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1111463.000000 Penalty: 4548.442383
	Iteration 30Q: 3 clusters Score -1111463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1111463.125000 Penalty: 4548.442383
	Iteration 31Q: 3 clusters Score -1111463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1111466.875000 Penalty: 4548.442383
	Iteration 32Q: 3 clusters Score -1111467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1111467.500000 Penalty: 4548.442383
	Iteration 33Q: 3 clusters Score -1111468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1111473.000000 Penalty: 4548.442383
	Iteration 34Q: 3 clusters Score -1111473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1111475.750000 Penalty: 4548.442383
	Iteration 35Q: 3 clusters Score -1111476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1111479.000000 Penalty: 4548.442383
	Iteration 36Q: 3 clusters Score -1111479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1111479.375000 Penalty: 4548.442383
	Iteration 37Q: 3 clusters Score -1111479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1111484.875000 Penalty: 4548.442383
	Iteration 38Q: 3 clusters Score -1111485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1111488.375000 Penalty: 4548.442383
	Iteration 39Q: 3 clusters Score -1111488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1111495.250000 Penalty: 4548.442383
	Iteration 40F: 3 clusters Score -1111495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1111496.375000 Penalty: 4548.442383
	Iteration 41Q: 3 clusters Score -1111496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1111500.500000 Penalty: 4548.442383
	Iteration 42Q: 3 clusters Score -1111500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1111501.125000 Penalty: 4548.442383
	Iteration 43Q: 3 clusters Score -1111501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1111505.250000 Penalty: 4548.442383
	Iteration 44Q: 3 clusters Score -1111505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1111506.625000 Penalty: 4548.442383
	Iteration 45Q: 3 clusters Score -1111507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1111504.625000 Penalty: 4548.442383
	Iteration 46Q: 3 clusters Score -1111505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1111510.000000 Penalty: 4548.442383
	Iteration 47Q: 3 clusters Score -1111510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1111508.500000 Penalty: 4548.442383
	Iteration 48Q: 3 clusters Score -1111508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1111507.000000 Penalty: 4548.442383
	Iteration 49Q: 3 clusters Score -1111507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1111508.125000 Penalty: 4548.442383
	Iteration 50Q: 3 clusters Score -1111508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1111511.375000 Penalty: 4548.442383
	Iteration 51Q: 3 clusters Score -1111511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1111512.750000 Penalty: 4548.442383
	Iteration 52Q: 3 clusters Score -1111513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1111516.750000 Penalty: 4548.442383
	Iteration 53Q: 3 clusters Score -1111517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1111524.000000 Penalty: 4548.442383
	Iteration 54Q: 3 clusters Score -1111524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1111526.500000 Penalty: 4548.442383
	Iteration 55Q: 3 clusters Score -1111526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1111527.250000 Penalty: 4548.442383
	Iteration 56Q: 3 clusters Score -1111527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1111532.750000 Penalty: 4548.442383
	Iteration 57Q: 3 clusters Score -1111533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1111535.875000 Penalty: 4548.442383
	Iteration 58Q: 3 clusters Score -1111536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1111540.500000 Penalty: 4548.442383
	Iteration 59Q: 3 clusters Score -1111540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1111547.250000 Penalty: 4548.442383
	Iteration 60F: 3 clusters Score -1111547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1111553.875000 Penalty: 4548.442383
	Iteration 61Q: 3 clusters Score -1111554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1111565.250000 Penalty: 4548.442383
	Iteration 62Q: 3 clusters Score -1111565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1111576.000000 Penalty: 4548.442383
	Iteration 63Q: 3 clusters Score -1111576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1111581.500000 Penalty: 4548.442383
	Iteration 64Q: 3 clusters Score -1111582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1111592.125000 Penalty: 4548.442383
	Iteration 65Q: 3 clusters Score -1111592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1111594.375000 Penalty: 4548.442383
	Iteration 66Q: 3 clusters Score -1111594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1111603.500000 Penalty: 4548.442383
	Iteration 67Q: 3 clusters Score -1111604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1111611.250000 Penalty: 4548.442383
	Iteration 68Q: 3 clusters Score -1111611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1111622.500000 Penalty: 4548.442383
	Iteration 69Q: 3 clusters Score -1111622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1111623.750000 Penalty: 4548.442383
	Iteration 70Q: 3 clusters Score -1111624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1111629.750000 Penalty: 4548.442383
	Iteration 71Q: 3 clusters Score -1111630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1111636.750000 Penalty: 4548.442383
	Iteration 72Q: 3 clusters Score -1111637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1111638.875000 Penalty: 4548.442383
	Iteration 73Q: 3 clusters Score -1111639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1111645.250000 Penalty: 4548.442383
	Iteration 74Q: 3 clusters Score -1111645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1111648.875000 Penalty: 4548.442383
	Iteration 75Q: 3 clusters Score -1111649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1111652.125000 Penalty: 4548.442383
	Iteration 76Q: 3 clusters Score -1111652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1111656.125000 Penalty: 4548.442383
	Iteration 77Q: 3 clusters Score -1111656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1111661.750000 Penalty: 4548.442383
	Iteration 78Q: 3 clusters Score -1111662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1111661.250000 Penalty: 4548.442383
	Iteration 79Q: 3 clusters Score -1111661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1111664.750000 Penalty: 4548.442383
	Iteration 80F: 3 clusters Score -1111665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1111664.875000 Penalty: 4548.442383
	Iteration 81Q: 3 clusters Score -1111665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1111668.500000 Penalty: 4548.442383
	Iteration 82Q: 3 clusters Score -1111668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1111671.625000 Penalty: 4548.442383
	Iteration 83Q: 3 clusters Score -1111672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1111672.500000 Penalty: 4548.442383
	Iteration 84Q: 3 clusters Score -1111672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1111671.125000 Penalty: 4548.442383
	Iteration 85Q: 3 clusters Score -1111671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1111671.625000 Penalty: 4548.442383
	Iteration 86Q: 3 clusters Score -1111672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1111672.750000 Penalty: 4548.442383
	Iteration 87Q: 3 clusters Score -1111673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1111672.125000 Penalty: 4548.442383
	Iteration 88Q: 3 clusters Score -1111672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1111672.125000 Penalty: 4548.442383
	Iteration 89F: 3 clusters Score -1111672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -274978.500000 Penalty: 1939.966309
	Iteration 0F: 2 clusters Score -274978.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -272021.375000 Penalty: 3879.932617
	Iteration 0F: 3 clusters Score -272021.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -272597.875000 Penalty: 3879.932617
	Iteration 1F: 3 clusters Score -272597.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -272815.343750 Penalty: 3879.932617
	Iteration 2F: 3 clusters Score -272815.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -272969.656250 Penalty: 3879.932617
	Iteration 3F: 3 clusters Score -272969.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -273095.875000 Penalty: 3879.932617
	Iteration 4F: 3 clusters Score -273095.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -273184.093750 Penalty: 3879.932617
	Iteration 5Q: 3 clusters Score -273184.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -273270.250000 Penalty: 3879.932617
	Iteration 6Q: 3 clusters Score -273270.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -273357.343750 Penalty: 3879.932617
	Iteration 7Q: 3 clusters Score -273357.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -273431.843750 Penalty: 3879.932617
	Iteration 8Q: 3 clusters Score -273431.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -273492.000000 Penalty: 3879.932617
	Iteration 9Q: 3 clusters Score -273492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -273537.125000 Penalty: 3879.932617
	Iteration 10Q: 3 clusters Score -273537.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -273574.187500 Penalty: 3879.932617
	Iteration 11Q: 3 clusters Score -273574.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -273602.281250 Penalty: 3879.932617
	Iteration 12Q: 3 clusters Score -273602.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -273631.656250 Penalty: 3879.932617
	Iteration 13Q: 3 clusters Score -273631.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -273646.812500 Penalty: 3879.932617
	Iteration 14Q: 3 clusters Score -273646.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -273654.875000 Penalty: 3879.932617
	Iteration 15Q: 3 clusters Score -273654.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -273661.156250 Penalty: 3879.932617
	Iteration 16Q: 3 clusters Score -273661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -273662.250000 Penalty: 3879.932617
	Iteration 17Q: 3 clusters Score -273662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -273664.562500 Penalty: 3879.932617
	Iteration 18Q: 3 clusters Score -273664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -273666.687500 Penalty: 3879.932617
	Iteration 19Q: 3 clusters Score -273666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -273667.906250 Penalty: 3879.932617
	Iteration 20F: 3 clusters Score -273667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -273671.531250 Penalty: 3879.932617
	Iteration 21Q: 3 clusters Score -273671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -273676.218750 Penalty: 3879.932617
	Iteration 22Q: 3 clusters Score -273676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -273677.531250 Penalty: 3879.932617
	Iteration 23Q: 3 clusters Score -273677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -273677.968750 Penalty: 3879.932617
	Iteration 24Q: 3 clusters Score -273678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -273677.968750 Penalty: 3879.932617
	Iteration 25F: 3 clusters Score -273678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Entering Unmasked Estep 
Score: -1565687.125000 Penalty: 2373.422119
	Iteration 0F: 2 clusters Score -1565687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1555229.875000 Penalty: 4746.844238
	Iteration 0F: 3 clusters Score -1555230 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1558834.875000 Penalty: 4746.844238
	Iteration 1F: 3 clusters Score -1558835 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1559516.250000 Penalty: 4746.844238
	Iteration 2F: 3 clusters Score -1559516 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1560133.625000 Penalty: 4746.844238
	Iteration 3F: 3 clusters Score -1560134 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1560700.375000 Penalty: 4746.844238
	Iteration 4F: 3 clusters Score -1560700 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1561178.000000 Penalty: 4746.844238
	Iteration 5F: 3 clusters Score -1561178 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1561616.500000 Penalty: 4746.844238
	Iteration 6F: 3 clusters Score -1561616 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1561977.750000 Penalty: 4746.844238
	Iteration 7Q: 3 clusters Score -1561978 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1562263.375000 Penalty: 4746.844238
	Iteration 8Q: 3 clusters Score -1562263 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1562468.750000 Penalty: 4746.844238
	Iteration 9Q: 3 clusters Score -1562469 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1562595.125000 Penalty: 4746.844238
	Iteration 10Q: 3 clusters Score -1562595 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1562673.125000 Penalty: 4746.844238
	Iteration 11Q: 3 clusters Score -1562673 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1562731.000000 Penalty: 4746.844238
	Iteration 12Q: 3 clusters Score -1562731 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1562771.375000 Penalty: 4746.844238
	Iteration 13Q: 3 clusters Score -1562771 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1562820.000000 Penalty: 4746.844238
	Iteration 14Q: 3 clusters Score -1562820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1562860.750000 Penalty: 4746.844238
	Iteration 15Q: 3 clusters Score -1562861 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1562892.000000 Penalty: 4746.844238
	Iteration 16Q: 3 clusters Score -1562892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1562910.125000 Penalty: 4746.844238
	Iteration 17Q: 3 clusters Score -1562910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1562926.875000 Penalty: 4746.844238
	Iteration 18Q: 3 clusters Score -1562927 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1562955.875000 Penalty: 4746.844238
	Iteration 19Q: 3 clusters Score -1562956 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1562980.250000 Penalty: 4746.844238
	Iteration 20F: 3 clusters Score -1562980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1562988.625000 Penalty: 4746.844238
	Iteration 21Q: 3 clusters Score -1562989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1563008.875000 Penalty: 4746.844238
	Iteration 22Q: 3 clusters Score -1563009 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1563027.000000 Penalty: 4746.844238
	Iteration 23Q: 3 clusters Score -1563027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1563034.750000 Penalty: 4746.844238
	Iteration 24Q: 3 clusters Score -1563035 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1563052.000000 Penalty: 4746.844238
	Iteration 25Q: 3 clusters Score -1563052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1563078.000000 Penalty: 4746.844238
	Iteration 26Q: 3 clusters Score -1563078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1563099.375000 Penalty: 4746.844238
	Iteration 27Q: 3 clusters Score -1563099 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1563126.500000 Penalty: 4746.844238
	Iteration 28Q: 3 clusters Score -1563126 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1563148.250000 Penalty: 4746.844238
	Iteration 29Q: 3 clusters Score -1563148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1563162.375000 Penalty: 4746.844238
	Iteration 30Q: 3 clusters Score -1563162 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1563179.750000 Penalty: 4746.844238
	Iteration 31Q: 3 clusters Score -1563180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1563192.375000 Penalty: 4746.844238
	Iteration 32Q: 3 clusters Score -1563192 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1563201.750000 Penalty: 4746.844238
	Iteration 33Q: 3 clusters Score -1563202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1563215.625000 Penalty: 4746.844238
	Iteration 34Q: 3 clusters Score -1563216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1563220.750000 Penalty: 4746.844238
	Iteration 35Q: 3 clusters Score -1563221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1563231.250000 Penalty: 4746.844238
	Iteration 36Q: 3 clusters Score -1563231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1563245.500000 Penalty: 4746.844238
	Iteration 37Q: 3 clusters Score -1563246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1563257.625000 Penalty: 4746.844238
	Iteration 38Q: 3 clusters Score -1563258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1563273.250000 Penalty: 4746.844238
	Iteration 39Q: 3 clusters Score -1563273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1563283.125000 Penalty: 4746.844238
	Iteration 40F: 3 clusters Score -1563283 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1563297.375000 Penalty: 4746.844238
	Iteration 41Q: 3 clusters Score -1563297 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1563308.000000 Penalty: 4746.844238
	Iteration 42Q: 3 clusters Score -1563308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1563329.875000 Penalty: 4746.844238
	Iteration 43Q: 3 clusters Score -1563330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1563343.250000 Penalty: 4746.844238
	Iteration 44Q: 3 clusters Score -1563343 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1563354.125000 Penalty: 4746.844238
	Iteration 45Q: 3 clusters Score -1563354 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1563369.500000 Penalty: 4746.844238
	Iteration 46Q: 3 clusters Score -1563370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1563387.125000 Penalty: 4746.844238
	Iteration 47Q: 3 clusters Score -1563387 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1563402.125000 Penalty: 4746.844238
	Iteration 48Q: 3 clusters Score -1563402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1563412.750000 Penalty: 4746.844238
	Iteration 49Q: 3 clusters Score -1563413 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1563430.375000 Penalty: 4746.844238
	Iteration 50Q: 3 clusters Score -1563430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1563443.250000 Penalty: 4746.844238
	Iteration 51Q: 3 clusters Score -1563443 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1563463.750000 Penalty: 4746.844238
	Iteration 52Q: 3 clusters Score -1563464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1563482.875000 Penalty: 4746.844238
	Iteration 53Q: 3 clusters Score -1563483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1563500.375000 Penalty: 4746.844238
	Iteration 54Q: 3 clusters Score -1563500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1563513.500000 Penalty: 4746.844238
	Iteration 55Q: 3 clusters Score -1563514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1563531.750000 Penalty: 4746.844238
	Iteration 56Q: 3 clusters Score -1563532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1563540.750000 Penalty: 4746.844238
	Iteration 57Q: 3 clusters Score -1563541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1563551.250000 Penalty: 4746.844238
	Iteration 58Q: 3 clusters Score -1563551 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1563570.875000 Penalty: 4746.844238
	Iteration 59Q: 3 clusters Score -1563571 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1563596.125000 Penalty: 4746.844238
	Iteration 60F: 3 clusters Score -1563596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1563619.625000 Penalty: 4746.844238
	Iteration 61Q: 3 clusters Score -1563620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1563632.500000 Penalty: 4746.844238
	Iteration 62Q: 3 clusters Score -1563632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1563641.500000 Penalty: 4746.844238
	Iteration 63Q: 3 clusters Score -1563642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1563652.750000 Penalty: 4746.844238
	Iteration 64Q: 3 clusters Score -1563653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1563664.500000 Penalty: 4746.844238
	Iteration 65Q: 3 clusters Score -1563664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1563672.250000 Penalty: 4746.844238
	Iteration 66Q: 3 clusters Score -1563672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1563681.000000 Penalty: 4746.844238
	Iteration 67Q: 3 clusters Score -1563681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1563691.625000 Penalty: 4746.844238
	Iteration 68Q: 3 clusters Score -1563692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1563702.250000 Penalty: 4746.844238
	Iteration 69Q: 3 clusters Score -1563702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1563706.125000 Penalty: 4746.844238
	Iteration 70Q: 3 clusters Score -1563706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1563715.000000 Penalty: 4746.844238
	Iteration 71Q: 3 clusters Score -1563715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1563725.000000 Penalty: 4746.844238
	Iteration 72Q: 3 clusters Score -1563725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1563737.125000 Penalty: 4746.844238
	Iteration 73Q: 3 clusters Score -1563737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1563743.125000 Penalty: 4746.844238
	Iteration 74Q: 3 clusters Score -1563743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1563748.375000 Penalty: 4746.844238
	Iteration 75Q: 3 clusters Score -1563748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1563755.625000 Penalty: 4746.844238
	Iteration 76Q: 3 clusters Score -1563756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1563758.250000 Penalty: 4746.844238
	Iteration 77Q: 3 clusters Score -1563758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1563761.625000 Penalty: 4746.844238
	Iteration 78Q: 3 clusters Score -1563762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1563766.625000 Penalty: 4746.844238
	Iteration 79Q: 3 clusters Score -1563767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1563769.625000 Penalty: 4746.844238
	Iteration 80F: 3 clusters Score -1563770 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1563782.500000 Penalty: 4746.844238
	Iteration 81Q: 3 clusters Score -1563782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1563785.750000 Penalty: 4746.844238
	Iteration 82Q: 3 clusters Score -1563786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1563786.375000 Penalty: 4746.844238
	Iteration 83Q: 3 clusters Score -1563786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1563790.375000 Penalty: 4746.844238
	Iteration 84Q: 3 clusters Score -1563790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1563791.250000 Penalty: 4746.844238
	Iteration 85Q: 3 clusters Score -1563791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1563791.000000 Penalty: 4746.844238
	Iteration 86Q: 3 clusters Score -1563791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1563796.250000 Penalty: 4746.844238
	Iteration 87Q: 3 clusters Score -1563796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1563798.875000 Penalty: 4746.844238
	Iteration 88Q: 3 clusters Score -1563799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1563798.750000 Penalty: 4746.844238
	Iteration 89Q: 3 clusters Score -1563799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1563809.375000 Penalty: 4746.844238
	Iteration 90Q: 3 clusters Score -1563809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1563810.250000 Penalty: 4746.844238
	Iteration 91Q: 3 clusters Score -1563810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1563803.375000 Penalty: 4746.844238
	Iteration 92Q: 3 clusters Score -1563803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1563810.250000 Penalty: 4746.844238
	Iteration 93Q: 3 clusters Score -1563810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1563813.500000 Penalty: 4746.844238
	Iteration 94Q: 3 clusters Score -1563814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1563815.625000 Penalty: 4746.844238
	Iteration 95Q: 3 clusters Score -1563816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1563820.750000 Penalty: 4746.844238
	Iteration 96Q: 3 clusters Score -1563821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1563817.000000 Penalty: 4746.844238
	Iteration 97Q: 3 clusters Score -1563817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1563819.125000 Penalty: 4746.844238
	Iteration 98Q: 3 clusters Score -1563819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1563826.125000 Penalty: 4746.844238
	Iteration 99Q: 3 clusters Score -1563826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1563827.000000 Penalty: 4746.844238
	Iteration 100F: 3 clusters Score -1563827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1563830.375000 Penalty: 4746.844238
	Iteration 101Q: 3 clusters Score -1563830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1563832.750000 Penalty: 4746.844238
	Iteration 102Q: 3 clusters Score -1563833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1563839.000000 Penalty: 4746.844238
	Iteration 103Q: 3 clusters Score -1563839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1563848.750000 Penalty: 4746.844238
	Iteration 104Q: 3 clusters Score -1563849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1563849.375000 Penalty: 4746.844238
	Iteration 105Q: 3 clusters Score -1563849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1563846.875000 Penalty: 4746.844238
	Iteration 106Q: 3 clusters Score -1563847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1563855.500000 Penalty: 4746.844238
	Iteration 107Q: 3 clusters Score -1563856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1563857.125000 Penalty: 4746.844238
	Iteration 108Q: 3 clusters Score -1563857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1563859.125000 Penalty: 4746.844238
	Iteration 109Q: 3 clusters Score -1563859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1563861.625000 Penalty: 4746.844238
	Iteration 110Q: 3 clusters Score -1563862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1563867.875000 Penalty: 4746.844238
	Iteration 111Q: 3 clusters Score -1563868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1563872.125000 Penalty: 4746.844238
	Iteration 112Q: 3 clusters Score -1563872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1563871.625000 Penalty: 4746.844238
	Iteration 113Q: 3 clusters Score -1563872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1563872.125000 Penalty: 4746.844238
	Iteration 114Q: 3 clusters Score -1563872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1563872.125000 Penalty: 4746.844238
	Iteration 115Q: 3 clusters Score -1563872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1563874.000000 Penalty: 4746.844238
	Iteration 116Q: 3 clusters Score -1563874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1563874.250000 Penalty: 4746.844238
	Iteration 117Q: 3 clusters Score -1563874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1563874.625000 Penalty: 4746.844238
	Iteration 118Q: 3 clusters Score -1563875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1563875.750000 Penalty: 4746.844238
	Iteration 119Q: 3 clusters Score -1563876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1563875.500000 Penalty: 4746.844238
	Iteration 120F: 3 clusters Score -1563876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1563874.500000 Penalty: 4746.844238
	Iteration 121Q: 3 clusters Score -1563874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1563873.875000 Penalty: 4746.844238
	Iteration 122Q: 3 clusters Score -1563874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1563871.000000 Penalty: 4746.844238
	Iteration 123Q: 3 clusters Score -1563871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1563873.875000 Penalty: 4746.844238
	Iteration 124Q: 3 clusters Score -1563874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1563877.500000 Penalty: 4746.844238
	Iteration 125Q: 3 clusters Score -1563878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1563876.500000 Penalty: 4746.844238
	Iteration 126Q: 3 clusters Score -1563876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1563876.750000 Penalty: 4746.844238
	Iteration 127Q: 3 clusters Score -1563877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1563879.375000 Penalty: 4746.844238
	Iteration 128Q: 3 clusters Score -1563879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1563876.500000 Penalty: 4746.844238
	Iteration 129Q: 3 clusters Score -1563876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1563877.250000 Penalty: 4746.844238
	Iteration 130Q: 3 clusters Score -1563877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1563876.625000 Penalty: 4746.844238
	Iteration 131Q: 3 clusters Score -1563877 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1563876.625000 Penalty: 4746.844238
	Iteration 132F: 3 clusters Score -1563877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -824163.562500 Penalty: 2195.815186
	Iteration 0F: 2 clusters Score -824163.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -818353.812500 Penalty: 4391.630371
	Iteration 0F: 3 clusters Score -818353.8 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -819891.750000 Penalty: 4391.630371
	Iteration 1F: 3 clusters Score -819891.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -820143.437500 Penalty: 4391.630371
	Iteration 2F: 3 clusters Score -820143.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -820301.125000 Penalty: 4391.630371
	Iteration 3Q: 3 clusters Score -820301.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -820420.562500 Penalty: 4391.630371
	Iteration 4Q: 3 clusters Score -820420.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -820545.187500 Penalty: 4391.630371
	Iteration 5Q: 3 clusters Score -820545.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -820649.687500 Penalty: 4391.630371
	Iteration 6Q: 3 clusters Score -820649.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -820760.187500 Penalty: 4391.630371
	Iteration 7Q: 3 clusters Score -820760.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -820864.187500 Penalty: 4391.630371
	Iteration 8Q: 3 clusters Score -820864.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -820969.687500 Penalty: 4391.630371
	Iteration 9Q: 3 clusters Score -820969.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -821072.562500 Penalty: 4391.630371
	Iteration 10Q: 3 clusters Score -821072.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -821168.250000 Penalty: 4391.630371
	Iteration 11Q: 3 clusters Score -821168.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -821263.812500 Penalty: 4391.630371
	Iteration 12Q: 3 clusters Score -821263.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -821363.125000 Penalty: 4391.630371
	Iteration 13Q: 3 clusters Score -821363.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -821457.687500 Penalty: 4391.630371
	Iteration 14Q: 3 clusters Score -821457.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -821549.562500 Penalty: 4391.630371
	Iteration 15Q: 3 clusters Score -821549.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -821635.000000 Penalty: 4391.630371
	Iteration 16Q: 3 clusters Score -821635 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -821705.250000 Penalty: 4391.630371
	Iteration 17Q: 3 clusters Score -821705.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -821760.500000 Penalty: 4391.630371
	Iteration 18Q: 3 clusters Score -821760.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -821807.875000 Penalty: 4391.630371
	Iteration 19Q: 3 clusters Score -821807.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -821839.125000 Penalty: 4391.630371
	Iteration 20F: 3 clusters Score -821839.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -821873.062500 Penalty: 4391.630371
	Iteration 21Q: 3 clusters Score -821873.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -821899.437500 Penalty: 4391.630371
	Iteration 22Q: 3 clusters Score -821899.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -821923.937500 Penalty: 4391.630371
	Iteration 23Q: 3 clusters Score -821923.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -821953.562500 Penalty: 4391.630371
	Iteration 24Q: 3 clusters Score -821953.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -821977.687500 Penalty: 4391.630371
	Iteration 25Q: 3 clusters Score -821977.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -822002.187500 Penalty: 4391.630371
	Iteration 26Q: 3 clusters Score -822002.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -822020.812500 Penalty: 4391.630371
	Iteration 27Q: 3 clusters Score -822020.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -822037.812500 Penalty: 4391.630371
	Iteration 28Q: 3 clusters Score -822037.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -822052.875000 Penalty: 4391.630371
	Iteration 29Q: 3 clusters Score -822052.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -822060.937500 Penalty: 4391.630371
	Iteration 30Q: 3 clusters Score -822060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -822066.687500 Penalty: 4391.630371
	Iteration 31Q: 3 clusters Score -822066.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -822072.000000 Penalty: 4391.630371
	Iteration 32Q: 3 clusters Score -822072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -822079.312500 Penalty: 4391.630371
	Iteration 33Q: 3 clusters Score -822079.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -822084.125000 Penalty: 4391.630371
	Iteration 34Q: 3 clusters Score -822084.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -822089.500000 Penalty: 4391.630371
	Iteration 35Q: 3 clusters Score -822089.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -822095.250000 Penalty: 4391.630371
	Iteration 36Q: 3 clusters Score -822095.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -822099.875000 Penalty: 4391.630371
	Iteration 37Q: 3 clusters Score -822099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -822105.312500 Penalty: 4391.630371
	Iteration 38Q: 3 clusters Score -822105.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -822114.687500 Penalty: 4391.630371
	Iteration 39Q: 3 clusters Score -822114.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -822132.000000 Penalty: 4391.630371
	Iteration 40F: 3 clusters Score -822132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -822150.875000 Penalty: 4391.630371
	Iteration 41Q: 3 clusters Score -822150.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -822161.375000 Penalty: 4391.630371
	Iteration 42Q: 3 clusters Score -822161.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -822179.250000 Penalty: 4391.630371
	Iteration 43Q: 3 clusters Score -822179.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -822195.312500 Penalty: 4391.630371
	Iteration 44Q: 3 clusters Score -822195.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -822212.750000 Penalty: 4391.630371
	Iteration 45Q: 3 clusters Score -822212.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -822225.937500 Penalty: 4391.630371
	Iteration 46Q: 3 clusters Score -822225.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -822239.875000 Penalty: 4391.630371
	Iteration 47Q: 3 clusters Score -822239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -822253.625000 Penalty: 4391.630371
	Iteration 48Q: 3 clusters Score -822253.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -822269.437500 Penalty: 4391.630371
	Iteration 49Q: 3 clusters Score -822269.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -822289.250000 Penalty: 4391.630371
	Iteration 50Q: 3 clusters Score -822289.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -822308.875000 Penalty: 4391.630371
	Iteration 51Q: 3 clusters Score -822308.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -822330.062500 Penalty: 4391.630371
	Iteration 52Q: 3 clusters Score -822330.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -822346.812500 Penalty: 4391.630371
	Iteration 53Q: 3 clusters Score -822346.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -822363.687500 Penalty: 4391.630371
	Iteration 54Q: 3 clusters Score -822363.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -822377.000000 Penalty: 4391.630371
	Iteration 55Q: 3 clusters Score -822377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -822382.250000 Penalty: 4391.630371
	Iteration 56Q: 3 clusters Score -822382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -822387.062500 Penalty: 4391.630371
	Iteration 57Q: 3 clusters Score -822387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -822393.625000 Penalty: 4391.630371
	Iteration 58Q: 3 clusters Score -822393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -822393.875000 Penalty: 4391.630371
	Iteration 59Q: 3 clusters Score -822393.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -822398.875000 Penalty: 4391.630371
	Iteration 60F: 3 clusters Score -822398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -822399.750000 Penalty: 4391.630371
	Iteration 61Q: 3 clusters Score -822399.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -822408.687500 Penalty: 4391.630371
	Iteration 62Q: 3 clusters Score -822408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -822414.187500 Penalty: 4391.630371
	Iteration 63Q: 3 clusters Score -822414.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -822419.750000 Penalty: 4391.630371
	Iteration 64Q: 3 clusters Score -822419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -822422.937500 Penalty: 4391.630371
	Iteration 65Q: 3 clusters Score -822422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -822428.500000 Penalty: 4391.630371
	Iteration 66Q: 3 clusters Score -822428.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -822434.937500 Penalty: 4391.630371
	Iteration 67Q: 3 clusters Score -822434.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -822442.687500 Penalty: 4391.630371
	Iteration 68Q: 3 clusters Score -822442.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -822442.500000 Penalty: 4391.630371
	Iteration 69Q: 3 clusters Score -822442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -822444.875000 Penalty: 4391.630371
	Iteration 70Q: 3 clusters Score -822444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -822446.375000 Penalty: 4391.630371
	Iteration 71Q: 3 clusters Score -822446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -822447.250000 Penalty: 4391.630371
	Iteration 72Q: 3 clusters Score -822447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -822446.875000 Penalty: 4391.630371
	Iteration 73Q: 3 clusters Score -822446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -822448.125000 Penalty: 4391.630371
	Iteration 74Q: 3 clusters Score -822448.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -822448.125000 Penalty: 4391.630371
	Iteration 75F: 3 clusters Score -822448.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Entering Unmasked Estep 
Score: -991633.437500 Penalty: 2290.505859
	Iteration 0F: 2 clusters Score -991633.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -983826.062500 Penalty: 4581.011719
	Iteration 0F: 3 clusters Score -983826.1 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -986224.750000 Penalty: 4581.011719
	Iteration 1F: 3 clusters Score -986224.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -986635.312500 Penalty: 4581.011719
	Iteration 2F: 3 clusters Score -986635.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -987012.937500 Penalty: 4581.011719
	Iteration 3F: 3 clusters Score -987012.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -987337.375000 Penalty: 4581.011719
	Iteration 4F: 3 clusters Score -987337.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -987621.500000 Penalty: 4581.011719
	Iteration 5Q: 3 clusters Score -987621.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -987864.312500 Penalty: 4581.011719
	Iteration 6Q: 3 clusters Score -987864.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -988040.062500 Penalty: 4581.011719
	Iteration 7Q: 3 clusters Score -988040.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -988178.500000 Penalty: 4581.011719
	Iteration 8Q: 3 clusters Score -988178.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -988306.562500 Penalty: 4581.011719
	Iteration 9Q: 3 clusters Score -988306.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -988427.937500 Penalty: 4581.011719
	Iteration 10Q: 3 clusters Score -988427.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -988535.500000 Penalty: 4581.011719
	Iteration 11Q: 3 clusters Score -988535.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -988638.625000 Penalty: 4581.011719
	Iteration 12Q: 3 clusters Score -988638.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -988719.500000 Penalty: 4581.011719
	Iteration 13Q: 3 clusters Score -988719.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -988793.750000 Penalty: 4581.011719
	Iteration 14Q: 3 clusters Score -988793.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -988837.562500 Penalty: 4581.011719
	Iteration 15Q: 3 clusters Score -988837.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -988879.562500 Penalty: 4581.011719
	Iteration 16Q: 3 clusters Score -988879.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -988919.625000 Penalty: 4581.011719
	Iteration 17Q: 3 clusters Score -988919.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -988962.125000 Penalty: 4581.011719
	Iteration 18Q: 3 clusters Score -988962.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -989002.562500 Penalty: 4581.011719
	Iteration 19Q: 3 clusters Score -989002.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -989033.500000 Penalty: 4581.011719
	Iteration 20F: 3 clusters Score -989033.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -989070.937500 Penalty: 4581.011719
	Iteration 21Q: 3 clusters Score -989070.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -989113.000000 Penalty: 4581.011719
	Iteration 22Q: 3 clusters Score -989113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -989154.437500 Penalty: 4581.011719
	Iteration 23Q: 3 clusters Score -989154.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -989201.062500 Penalty: 4581.011719
	Iteration 24Q: 3 clusters Score -989201.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -989253.625000 Penalty: 4581.011719
	Iteration 25Q: 3 clusters Score -989253.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -989307.625000 Penalty: 4581.011719
	Iteration 26Q: 3 clusters Score -989307.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -989361.437500 Penalty: 4581.011719
	Iteration 27Q: 3 clusters Score -989361.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -989418.000000 Penalty: 4581.011719
	Iteration 28Q: 3 clusters Score -989418 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -989467.562500 Penalty: 4581.011719
	Iteration 29Q: 3 clusters Score -989467.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -989516.000000 Penalty: 4581.011719
	Iteration 30Q: 3 clusters Score -989516 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -989549.875000 Penalty: 4581.011719
	Iteration 31Q: 3 clusters Score -989549.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -989579.500000 Penalty: 4581.011719
	Iteration 32Q: 3 clusters Score -989579.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -989615.687500 Penalty: 4581.011719
	Iteration 33Q: 3 clusters Score -989615.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -989637.437500 Penalty: 4581.011719
	Iteration 34Q: 3 clusters Score -989637.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -989654.562500 Penalty: 4581.011719
	Iteration 35Q: 3 clusters Score -989654.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -989670.750000 Penalty: 4581.011719
	Iteration 36Q: 3 clusters Score -989670.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -989684.375000 Penalty: 4581.011719
	Iteration 37Q: 3 clusters Score -989684.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -989701.500000 Penalty: 4581.011719
	Iteration 38Q: 3 clusters Score -989701.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -989711.375000 Penalty: 4581.011719
	Iteration 39Q: 3 clusters Score -989711.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -989721.312500 Penalty: 4581.011719
	Iteration 40F: 3 clusters Score -989721.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -989728.562500 Penalty: 4581.011719
	Iteration 41Q: 3 clusters Score -989728.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -989740.312500 Penalty: 4581.011719
	Iteration 42Q: 3 clusters Score -989740.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -989749.500000 Penalty: 4581.011719
	Iteration 43Q: 3 clusters Score -989749.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -989752.062500 Penalty: 4581.011719
	Iteration 44Q: 3 clusters Score -989752.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -989756.250000 Penalty: 4581.011719
	Iteration 45Q: 3 clusters Score -989756.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -989762.062500 Penalty: 4581.011719
	Iteration 46Q: 3 clusters Score -989762.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -989763.250000 Penalty: 4581.011719
	Iteration 47Q: 3 clusters Score -989763.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -989764.312500 Penalty: 4581.011719
	Iteration 48Q: 3 clusters Score -989764.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -989765.812500 Penalty: 4581.011719
	Iteration 49Q: 3 clusters Score -989765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -989768.187500 Penalty: 4581.011719
	Iteration 50Q: 3 clusters Score -989768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -989768.687500 Penalty: 4581.011719
	Iteration 51Q: 3 clusters Score -989768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -989768.687500 Penalty: 4581.011719
	Iteration 52Q: 3 clusters Score -989768.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -989766.625000 Penalty: 4581.011719
	Iteration 53Q: 3 clusters Score -989766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -989766.625000 Penalty: 4581.011719
	Iteration 54F: 3 clusters Score -989766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Entering Unmasked Estep 
Score: -1137871.250000 Penalty: 2298.310547
	Iteration 0F: 2 clusters Score -1137871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1129836.000000 Penalty: 4596.621094
	Iteration 0F: 3 clusters Score -1129836 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1132414.000000 Penalty: 4596.621094
	Iteration 1F: 3 clusters Score -1132414 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1132900.875000 Penalty: 4596.621094
	Iteration 2F: 3 clusters Score -1132901 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1133337.125000 Penalty: 4596.621094
	Iteration 3F: 3 clusters Score -1133337 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1133779.250000 Penalty: 4596.621094
	Iteration 4F: 3 clusters Score -1133779 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1134239.250000 Penalty: 4596.621094
	Iteration 5F: 3 clusters Score -1134239 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1134599.875000 Penalty: 4596.621094
	Iteration 6F: 3 clusters Score -1134600 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1134881.375000 Penalty: 4596.621094
	Iteration 7Q: 3 clusters Score -1134881 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1135074.500000 Penalty: 4596.621094
	Iteration 8Q: 3 clusters Score -1135074 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1135216.750000 Penalty: 4596.621094
	Iteration 9Q: 3 clusters Score -1135217 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1135324.625000 Penalty: 4596.621094
	Iteration 10Q: 3 clusters Score -1135325 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1135404.000000 Penalty: 4596.621094
	Iteration 11Q: 3 clusters Score -1135404 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1135462.750000 Penalty: 4596.621094
	Iteration 12Q: 3 clusters Score -1135463 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1135503.750000 Penalty: 4596.621094
	Iteration 13Q: 3 clusters Score -1135504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1135526.375000 Penalty: 4596.621094
	Iteration 14Q: 3 clusters Score -1135526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1135545.625000 Penalty: 4596.621094
	Iteration 15Q: 3 clusters Score -1135546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1135557.875000 Penalty: 4596.621094
	Iteration 16Q: 3 clusters Score -1135558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1135575.250000 Penalty: 4596.621094
	Iteration 17Q: 3 clusters Score -1135575 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1135584.500000 Penalty: 4596.621094
	Iteration 18Q: 3 clusters Score -1135584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1135594.875000 Penalty: 4596.621094
	Iteration 19Q: 3 clusters Score -1135595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1135601.625000 Penalty: 4596.621094
	Iteration 20F: 3 clusters Score -1135602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1135605.250000 Penalty: 4596.621094
	Iteration 21Q: 3 clusters Score -1135605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1135611.125000 Penalty: 4596.621094
	Iteration 22Q: 3 clusters Score -1135611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1135621.750000 Penalty: 4596.621094
	Iteration 23Q: 3 clusters Score -1135622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1135634.125000 Penalty: 4596.621094
	Iteration 24Q: 3 clusters Score -1135634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1135639.000000 Penalty: 4596.621094
	Iteration 25Q: 3 clusters Score -1135639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1135646.875000 Penalty: 4596.621094
	Iteration 26Q: 3 clusters Score -1135647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1135657.125000 Penalty: 4596.621094
	Iteration 27Q: 3 clusters Score -1135657 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1135660.750000 Penalty: 4596.621094
	Iteration 28Q: 3 clusters Score -1135661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1135666.375000 Penalty: 4596.621094
	Iteration 29Q: 3 clusters Score -1135666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1135670.875000 Penalty: 4596.621094
	Iteration 30Q: 3 clusters Score -1135671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1135674.500000 Penalty: 4596.621094
	Iteration 31Q: 3 clusters Score -1135674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1135676.750000 Penalty: 4596.621094
	Iteration 32Q: 3 clusters Score -1135677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1135678.500000 Penalty: 4596.621094
	Iteration 33Q: 3 clusters Score -1135678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1135681.500000 Penalty: 4596.621094
	Iteration 34Q: 3 clusters Score -1135682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1135681.000000 Penalty: 4596.621094
	Iteration 35Q: 3 clusters Score -1135681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1135680.250000 Penalty: 4596.621094
	Iteration 36Q: 3 clusters Score -1135680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1135683.500000 Penalty: 4596.621094
	Iteration 37Q: 3 clusters Score -1135684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1135684.375000 Penalty: 4596.621094
	Iteration 38Q: 3 clusters Score -1135684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1135686.375000 Penalty: 4596.621094
	Iteration 39Q: 3 clusters Score -1135686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1135685.375000 Penalty: 4596.621094
	Iteration 40F: 3 clusters Score -1135685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1135684.375000 Penalty: 4596.621094
	Iteration 41Q: 3 clusters Score -1135684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1135685.625000 Penalty: 4596.621094
	Iteration 42Q: 3 clusters Score -1135686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1135685.625000 Penalty: 4596.621094
	Iteration 43F: 3 clusters Score -1135686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Entering Unmasked Estep 
Score: -2578187.750000 Penalty: 2474.058105
	Iteration 0F: 2 clusters Score -2578188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2563093.000000 Penalty: 4948.116211
	Iteration 0F: 3 clusters Score -2563093 nChanged 9549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2568420.250000 Penalty: 4948.116211
	Iteration 1F: 3 clusters Score -2568420 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2568974.000000 Penalty: 4948.116211
	Iteration 2F: 3 clusters Score -2568974 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2569405.000000 Penalty: 4948.116211
	Iteration 3F: 3 clusters Score -2569405 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2569753.750000 Penalty: 4948.116211
	Iteration 4Q: 3 clusters Score -2569754 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2570053.500000 Penalty: 4948.116211
	Iteration 5Q: 3 clusters Score -2570054 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2570339.500000 Penalty: 4948.116211
	Iteration 6Q: 3 clusters Score -2570340 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2570585.750000 Penalty: 4948.116211
	Iteration 7Q: 3 clusters Score -2570586 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2570874.750000 Penalty: 4948.116211
	Iteration 8Q: 3 clusters Score -2570875 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2571132.250000 Penalty: 4948.116211
	Iteration 9Q: 3 clusters Score -2571132 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2571382.500000 Penalty: 4948.116211
	Iteration 10Q: 3 clusters Score -2571382 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2571607.000000 Penalty: 4948.116211
	Iteration 11Q: 3 clusters Score -2571607 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2571795.250000 Penalty: 4948.116211
	Iteration 12Q: 3 clusters Score -2571795 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2571969.750000 Penalty: 4948.116211
	Iteration 13Q: 3 clusters Score -2571970 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2572166.250000 Penalty: 4948.116211
	Iteration 14Q: 3 clusters Score -2572166 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2572352.500000 Penalty: 4948.116211
	Iteration 15Q: 3 clusters Score -2572352 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -2572577.000000 Penalty: 4948.116211
	Iteration 16Q: 3 clusters Score -2572577 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2572819.500000 Penalty: 4948.116211
	Iteration 17Q: 3 clusters Score -2572820 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2573095.500000 Penalty: 4948.116211
	Iteration 18Q: 3 clusters Score -2573096 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2573342.750000 Penalty: 4948.116211
	Iteration 19Q: 3 clusters Score -2573343 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2573613.500000 Penalty: 4948.116211
	Iteration 20F: 3 clusters Score -2573614 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2573932.250000 Penalty: 4948.116211
	Iteration 21Q: 3 clusters Score -2573932 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2574239.500000 Penalty: 4948.116211
	Iteration 22Q: 3 clusters Score -2574240 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2574549.250000 Penalty: 4948.116211
	Iteration 23Q: 3 clusters Score -2574549 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2574853.250000 Penalty: 4948.116211
	Iteration 24Q: 3 clusters Score -2574853 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2575115.750000 Penalty: 4948.116211
	Iteration 25Q: 3 clusters Score -2575116 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2575324.000000 Penalty: 4948.116211
	Iteration 26Q: 3 clusters Score -2575324 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2575521.000000 Penalty: 4948.116211
	Iteration 27Q: 3 clusters Score -2575521 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2575691.250000 Penalty: 4948.116211
	Iteration 28Q: 3 clusters Score -2575691 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2575785.250000 Penalty: 4948.116211
	Iteration 29Q: 3 clusters Score -2575785 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2575856.500000 Penalty: 4948.116211
	Iteration 30Q: 3 clusters Score -2575856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2575916.250000 Penalty: 4948.116211
	Iteration 31Q: 3 clusters Score -2575916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2575962.000000 Penalty: 4948.116211
	Iteration 32Q: 3 clusters Score -2575962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2576004.000000 Penalty: 4948.116211
	Iteration 33Q: 3 clusters Score -2576004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2576025.000000 Penalty: 4948.116211
	Iteration 34Q: 3 clusters Score -2576025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2576044.250000 Penalty: 4948.116211
	Iteration 35Q: 3 clusters Score -2576044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2576052.250000 Penalty: 4948.116211
	Iteration 36Q: 3 clusters Score -2576052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2576068.250000 Penalty: 4948.116211
	Iteration 37Q: 3 clusters Score -2576068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2576076.000000 Penalty: 4948.116211
	Iteration 38Q: 3 clusters Score -2576076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2576084.250000 Penalty: 4948.116211
	Iteration 39Q: 3 clusters Score -2576084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2576092.500000 Penalty: 4948.116211
	Iteration 40F: 3 clusters Score -2576092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2576099.000000 Penalty: 4948.116211
	Iteration 41Q: 3 clusters Score -2576099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2576104.500000 Penalty: 4948.116211
	Iteration 42Q: 3 clusters Score -2576104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2576106.500000 Penalty: 4948.116211
	Iteration 43Q: 3 clusters Score -2576106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2576110.000000 Penalty: 4948.116211
	Iteration 44Q: 3 clusters Score -2576110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2576107.250000 Penalty: 4948.116211
	Iteration 45Q: 3 clusters Score -2576107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2576109.750000 Penalty: 4948.116211
	Iteration 46Q: 3 clusters Score -2576110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2576109.750000 Penalty: 4948.116211
	Iteration 47F: 3 clusters Score -2576110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Entering Unmasked Estep 
Score: -1808716.875000 Penalty: 2383.958008
	Iteration 0F: 2 clusters Score -1808717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1797963.125000 Penalty: 4767.916016
	Iteration 0F: 3 clusters Score -1797963 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1801464.875000 Penalty: 4767.916016
	Iteration 1F: 3 clusters Score -1801465 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1801982.375000 Penalty: 4767.916016
	Iteration 2F: 3 clusters Score -1801982 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1802499.250000 Penalty: 4767.916016
	Iteration 3F: 3 clusters Score -1802499 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1802972.000000 Penalty: 4767.916016
	Iteration 4F: 3 clusters Score -1802972 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1803318.625000 Penalty: 4767.916016
	Iteration 5Q: 3 clusters Score -1803319 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1803572.125000 Penalty: 4767.916016
	Iteration 6Q: 3 clusters Score -1803572 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1803781.125000 Penalty: 4767.916016
	Iteration 7Q: 3 clusters Score -1803781 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1803958.125000 Penalty: 4767.916016
	Iteration 8Q: 3 clusters Score -1803958 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1804101.875000 Penalty: 4767.916016
	Iteration 9Q: 3 clusters Score -1804102 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1804245.125000 Penalty: 4767.916016
	Iteration 10Q: 3 clusters Score -1804245 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1804376.750000 Penalty: 4767.916016
	Iteration 11Q: 3 clusters Score -1804377 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1804516.500000 Penalty: 4767.916016
	Iteration 12Q: 3 clusters Score -1804516 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1804678.500000 Penalty: 4767.916016
	Iteration 13Q: 3 clusters Score -1804678 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1804866.000000 Penalty: 4767.916016
	Iteration 14Q: 3 clusters Score -1804866 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1805082.000000 Penalty: 4767.916016
	Iteration 15Q: 3 clusters Score -1805082 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1805315.625000 Penalty: 4767.916016
	Iteration 16Q: 3 clusters Score -1805316 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1805589.375000 Penalty: 4767.916016
	Iteration 17Q: 3 clusters Score -1805589 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1805937.750000 Penalty: 4767.916016
	Iteration 18Q: 3 clusters Score -1805938 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1806319.875000 Penalty: 4767.916016
	Iteration 19Q: 3 clusters Score -1806320 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1806726.375000 Penalty: 4767.916016
	Iteration 20F: 3 clusters Score -1806726 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1807081.875000 Penalty: 4767.916016
	Iteration 21Q: 3 clusters Score -1807082 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1807351.125000 Penalty: 4767.916016
	Iteration 22Q: 3 clusters Score -1807351 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1807547.000000 Penalty: 4767.916016
	Iteration 23Q: 3 clusters Score -1807547 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1807683.625000 Penalty: 4767.916016
	Iteration 24Q: 3 clusters Score -1807684 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1807773.250000 Penalty: 4767.916016
	Iteration 25Q: 3 clusters Score -1807773 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1807817.875000 Penalty: 4767.916016
	Iteration 26Q: 3 clusters Score -1807818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1807852.375000 Penalty: 4767.916016
	Iteration 27Q: 3 clusters Score -1807852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1807870.125000 Penalty: 4767.916016
	Iteration 28Q: 3 clusters Score -1807870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1807889.750000 Penalty: 4767.916016
	Iteration 29Q: 3 clusters Score -1807890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1807897.125000 Penalty: 4767.916016
	Iteration 30Q: 3 clusters Score -1807897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1807912.250000 Penalty: 4767.916016
	Iteration 31Q: 3 clusters Score -1807912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1807918.750000 Penalty: 4767.916016
	Iteration 32Q: 3 clusters Score -1807919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1807919.250000 Penalty: 4767.916016
	Iteration 33Q: 3 clusters Score -1807919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1807922.375000 Penalty: 4767.916016
	Iteration 34Q: 3 clusters Score -1807922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1807925.375000 Penalty: 4767.916016
	Iteration 35Q: 3 clusters Score -1807925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1807930.500000 Penalty: 4767.916016
	Iteration 36Q: 3 clusters Score -1807930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1807928.375000 Penalty: 4767.916016
	Iteration 37Q: 3 clusters Score -1807928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1807933.250000 Penalty: 4767.916016
	Iteration 38Q: 3 clusters Score -1807933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1807937.000000 Penalty: 4767.916016
	Iteration 39Q: 3 clusters Score -1807937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1807936.375000 Penalty: 4767.916016
	Iteration 40F: 3 clusters Score -1807936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1807935.625000 Penalty: 4767.916016
	Iteration 41Q: 3 clusters Score -1807936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1807934.000000 Penalty: 4767.916016
	Iteration 42Q: 3 clusters Score -1807934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1807934.000000 Penalty: 4767.916016
	Iteration 43F: 3 clusters Score -1807934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Entering Unmasked Estep 
Score: -300733.937500 Penalty: 1939.269775
	Iteration 0F: 2 clusters Score -300733.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -297727.343750 Penalty: 3878.539551
	Iteration 0F: 3 clusters Score -297727.3 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -298331.437500 Penalty: 3878.539551
	Iteration 1F: 3 clusters Score -298331.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -298493.250000 Penalty: 3878.539551
	Iteration 2F: 3 clusters Score -298493.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -298594.468750 Penalty: 3878.539551
	Iteration 3F: 3 clusters Score -298594.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -298665.812500 Penalty: 3878.539551
	Iteration 4Q: 3 clusters Score -298665.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -298719.281250 Penalty: 3878.539551
	Iteration 5Q: 3 clusters Score -298719.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -298760.812500 Penalty: 3878.539551
	Iteration 6Q: 3 clusters Score -298760.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -298789.281250 Penalty: 3878.539551
	Iteration 7Q: 3 clusters Score -298789.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -298816.093750 Penalty: 3878.539551
	Iteration 8Q: 3 clusters Score -298816.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -298832.687500 Penalty: 3878.539551
	Iteration 9Q: 3 clusters Score -298832.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -298846.625000 Penalty: 3878.539551
	Iteration 10Q: 3 clusters Score -298846.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -298855.968750 Penalty: 3878.539551
	Iteration 11Q: 3 clusters Score -298856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -298863.437500 Penalty: 3878.539551
	Iteration 12Q: 3 clusters Score -298863.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -298870.437500 Penalty: 3878.539551
	Iteration 13Q: 3 clusters Score -298870.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -298875.468750 Penalty: 3878.539551
	Iteration 14Q: 3 clusters Score -298875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -298881.875000 Penalty: 3878.539551
	Iteration 15Q: 3 clusters Score -298881.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -298885.531250 Penalty: 3878.539551
	Iteration 16Q: 3 clusters Score -298885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -298890.250000 Penalty: 3878.539551
	Iteration 17Q: 3 clusters Score -298890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -298891.687500 Penalty: 3878.539551
	Iteration 18Q: 3 clusters Score -298891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -298892.093750 Penalty: 3878.539551
	Iteration 19Q: 3 clusters Score -298892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -298892.625000 Penalty: 3878.539551
	Iteration 20F: 3 clusters Score -298892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -298894.062500 Penalty: 3878.539551
	Iteration 21Q: 3 clusters Score -298894.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -298895.843750 Penalty: 3878.539551
	Iteration 22Q: 3 clusters Score -298895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -298895.843750 Penalty: 3878.539551
	Iteration 23F: 3 clusters Score -298895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Entering Unmasked Estep 
Score: -1103865.250000 Penalty: 2317.094238
	Iteration 0F: 2 clusters Score -1103865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1095329.750000 Penalty: 4634.188477
	Iteration 0F: 3 clusters Score -1095330 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1098310.125000 Penalty: 4634.188477
	Iteration 1F: 3 clusters Score -1098310 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1098938.125000 Penalty: 4634.188477
	Iteration 2F: 3 clusters Score -1098938 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1099454.750000 Penalty: 4634.188477
	Iteration 3F: 3 clusters Score -1099455 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1099844.125000 Penalty: 4634.188477
	Iteration 4F: 3 clusters Score -1099844 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1100137.000000 Penalty: 4634.188477
	Iteration 5Q: 3 clusters Score -1100137 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1100376.000000 Penalty: 4634.188477
	Iteration 6Q: 3 clusters Score -1100376 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1100547.500000 Penalty: 4634.188477
	Iteration 7Q: 3 clusters Score -1100548 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1100729.250000 Penalty: 4634.188477
	Iteration 8Q: 3 clusters Score -1100729 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1100913.000000 Penalty: 4634.188477
	Iteration 9Q: 3 clusters Score -1100913 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1101094.000000 Penalty: 4634.188477
	Iteration 10Q: 3 clusters Score -1101094 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1101257.375000 Penalty: 4634.188477
	Iteration 11Q: 3 clusters Score -1101257 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1101419.250000 Penalty: 4634.188477
	Iteration 12Q: 3 clusters Score -1101419 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1101543.500000 Penalty: 4634.188477
	Iteration 13Q: 3 clusters Score -1101544 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1101652.750000 Penalty: 4634.188477
	Iteration 14Q: 3 clusters Score -1101653 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1101738.875000 Penalty: 4634.188477
	Iteration 15Q: 3 clusters Score -1101739 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1101810.125000 Penalty: 4634.188477
	Iteration 16Q: 3 clusters Score -1101810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1101870.500000 Penalty: 4634.188477
	Iteration 17Q: 3 clusters Score -1101870 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1101931.875000 Penalty: 4634.188477
	Iteration 18Q: 3 clusters Score -1101932 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1101978.375000 Penalty: 4634.188477
	Iteration 19Q: 3 clusters Score -1101978 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1102013.750000 Penalty: 4634.188477
	Iteration 20F: 3 clusters Score -1102014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1102061.000000 Penalty: 4634.188477
	Iteration 21Q: 3 clusters Score -1102061 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1102105.625000 Penalty: 4634.188477
	Iteration 22Q: 3 clusters Score -1102106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1102141.375000 Penalty: 4634.188477
	Iteration 23Q: 3 clusters Score -1102141 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1102176.000000 Penalty: 4634.188477
	Iteration 24Q: 3 clusters Score -1102176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1102208.375000 Penalty: 4634.188477
	Iteration 25Q: 3 clusters Score -1102208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1102230.750000 Penalty: 4634.188477
	Iteration 26Q: 3 clusters Score -1102231 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1102252.625000 Penalty: 4634.188477
	Iteration 27Q: 3 clusters Score -1102253 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1102277.000000 Penalty: 4634.188477
	Iteration 28Q: 3 clusters Score -1102277 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1102301.375000 Penalty: 4634.188477
	Iteration 29Q: 3 clusters Score -1102301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1102325.750000 Penalty: 4634.188477
	Iteration 30Q: 3 clusters Score -1102326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1102350.125000 Penalty: 4634.188477
	Iteration 31Q: 3 clusters Score -1102350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1102363.750000 Penalty: 4634.188477
	Iteration 32Q: 3 clusters Score -1102364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1102380.500000 Penalty: 4634.188477
	Iteration 33Q: 3 clusters Score -1102380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1102397.250000 Penalty: 4634.188477
	Iteration 34Q: 3 clusters Score -1102397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1102415.125000 Penalty: 4634.188477
	Iteration 35Q: 3 clusters Score -1102415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1102432.625000 Penalty: 4634.188477
	Iteration 36Q: 3 clusters Score -1102433 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1102442.750000 Penalty: 4634.188477
	Iteration 37Q: 3 clusters Score -1102443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1102448.000000 Penalty: 4634.188477
	Iteration 38Q: 3 clusters Score -1102448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1102459.375000 Penalty: 4634.188477
	Iteration 39Q: 3 clusters Score -1102459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1102466.750000 Penalty: 4634.188477
	Iteration 40F: 3 clusters Score -1102467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1102478.375000 Penalty: 4634.188477
	Iteration 41Q: 3 clusters Score -1102478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1102488.375000 Penalty: 4634.188477
	Iteration 42Q: 3 clusters Score -1102488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1102500.375000 Penalty: 4634.188477
	Iteration 43Q: 3 clusters Score -1102500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1102507.625000 Penalty: 4634.188477
	Iteration 44Q: 3 clusters Score -1102508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1102517.125000 Penalty: 4634.188477
	Iteration 45Q: 3 clusters Score -1102517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1102530.250000 Penalty: 4634.188477
	Iteration 46Q: 3 clusters Score -1102530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1102532.375000 Penalty: 4634.188477
	Iteration 47Q: 3 clusters Score -1102532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1102537.000000 Penalty: 4634.188477
	Iteration 48Q: 3 clusters Score -1102537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1102544.000000 Penalty: 4634.188477
	Iteration 49Q: 3 clusters Score -1102544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1102550.000000 Penalty: 4634.188477
	Iteration 50Q: 3 clusters Score -1102550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1102557.625000 Penalty: 4634.188477
	Iteration 51Q: 3 clusters Score -1102558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1102564.375000 Penalty: 4634.188477
	Iteration 52Q: 3 clusters Score -1102564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1102576.125000 Penalty: 4634.188477
	Iteration 53Q: 3 clusters Score -1102576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1102584.375000 Penalty: 4634.188477
	Iteration 54Q: 3 clusters Score -1102584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1102593.625000 Penalty: 4634.188477
	Iteration 55Q: 3 clusters Score -1102594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1102596.125000 Penalty: 4634.188477
	Iteration 56Q: 3 clusters Score -1102596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1102601.000000 Penalty: 4634.188477
	Iteration 57Q: 3 clusters Score -1102601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1102604.250000 Penalty: 4634.188477
	Iteration 58Q: 3 clusters Score -1102604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1102610.250000 Penalty: 4634.188477
	Iteration 59Q: 3 clusters Score -1102610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1102610.000000 Penalty: 4634.188477
	Iteration 60F: 3 clusters Score -1102610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1102616.375000 Penalty: 4634.188477
	Iteration 61Q: 3 clusters Score -1102616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1102615.875000 Penalty: 4634.188477
	Iteration 62Q: 3 clusters Score -1102616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1102616.875000 Penalty: 4634.188477
	Iteration 63Q: 3 clusters Score -1102617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1102619.750000 Penalty: 4634.188477
	Iteration 64Q: 3 clusters Score -1102620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1102620.375000 Penalty: 4634.188477
	Iteration 65Q: 3 clusters Score -1102620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1102621.000000 Penalty: 4634.188477
	Iteration 66Q: 3 clusters Score -1102621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1102624.625000 Penalty: 4634.188477
	Iteration 67Q: 3 clusters Score -1102625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1102626.875000 Penalty: 4634.188477
	Iteration 68Q: 3 clusters Score -1102627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1102628.375000 Penalty: 4634.188477
	Iteration 69Q: 3 clusters Score -1102628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1102628.750000 Penalty: 4634.188477
	Iteration 70Q: 3 clusters Score -1102629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1102630.750000 Penalty: 4634.188477
	Iteration 71Q: 3 clusters Score -1102631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1102633.625000 Penalty: 4634.188477
	Iteration 72Q: 3 clusters Score -1102634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1102632.500000 Penalty: 4634.188477
	Iteration 73Q: 3 clusters Score -1102632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1102636.125000 Penalty: 4634.188477
	Iteration 74Q: 3 clusters Score -1102636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1102634.500000 Penalty: 4634.188477
	Iteration 75Q: 3 clusters Score -1102634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1102634.250000 Penalty: 4634.188477
	Iteration 76Q: 3 clusters Score -1102634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1102634.500000 Penalty: 4634.188477
	Iteration 77Q: 3 clusters Score -1102634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1102634.000000 Penalty: 4634.188477
	Iteration 78Q: 3 clusters Score -1102634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1102633.500000 Penalty: 4634.188477
	Iteration 79Q: 3 clusters Score -1102634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1102635.500000 Penalty: 4634.188477
	Iteration 80F: 3 clusters Score -1102636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1102635.250000 Penalty: 4634.188477
	Iteration 81Q: 3 clusters Score -1102635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1102635.375000 Penalty: 4634.188477
	Iteration 82Q: 3 clusters Score -1102635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1102634.625000 Penalty: 4634.188477
	Iteration 83Q: 3 clusters Score -1102635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1102634.625000 Penalty: 4634.188477
	Iteration 84F: 3 clusters Score -1102635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -65039.664062 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -65039.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -63153.648438 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -63153.65 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -63442.105469 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -63442.11 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63578.746094 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -63578.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -63671.238281 Penalty: 3373.436279
	Iteration 3F: 3 clusters Score -63671.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -63742.285156 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -63742.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63786.503906 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -63786.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63812.910156 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -63812.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63824.363281 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -63824.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63837.246094 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -63837.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63849.269531 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -63849.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63854.664062 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -63854.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63854.664062 Penalty: 3373.436279
	Iteration 11F: 3 clusters Score -63854.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -394658.687500 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -394658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -391196.218750 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -391196.2 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -391936.875000 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -391936.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -392064.250000 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -392064.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -392128.906250 Penalty: 4015.265869
	Iteration 3Q: 3 clusters Score -392128.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -392186.718750 Penalty: 4015.265869
	Iteration 4Q: 3 clusters Score -392186.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -392229.156250 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -392229.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -392257.875000 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -392257.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -392283.062500 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -392283.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -392300.718750 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -392300.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -392314.875000 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -392314.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392326.312500 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -392326.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392336.468750 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -392336.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -392342.937500 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -392342.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -392349.156250 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -392349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -392351.156250 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -392351.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -392351.468750 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -392351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392351.656250 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -392351.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392351.656250 Penalty: 4015.265869
	Iteration 17F: 3 clusters Score -392351.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Entering Unmasked Estep 
Score: -992242.750000 Penalty: 2235.522705
	Iteration 0F: 2 clusters Score -992242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -985650.000000 Penalty: 4471.045410
	Iteration 0F: 3 clusters Score -985650 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -987406.000000 Penalty: 4471.045410
	Iteration 1F: 3 clusters Score -987406 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -987681.437500 Penalty: 4471.045410
	Iteration 2F: 3 clusters Score -987681.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -987907.000000 Penalty: 4471.045410
	Iteration 3F: 3 clusters Score -987907 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -988092.312500 Penalty: 4471.045410
	Iteration 4Q: 3 clusters Score -988092.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -988232.562500 Penalty: 4471.045410
	Iteration 5Q: 3 clusters Score -988232.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -988335.500000 Penalty: 4471.045410
	Iteration 6Q: 3 clusters Score -988335.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -988429.750000 Penalty: 4471.045410
	Iteration 7Q: 3 clusters Score -988429.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -988528.812500 Penalty: 4471.045410
	Iteration 8Q: 3 clusters Score -988528.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -988629.812500 Penalty: 4471.045410
	Iteration 9Q: 3 clusters Score -988629.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -988723.750000 Penalty: 4471.045410
	Iteration 10Q: 3 clusters Score -988723.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -988810.750000 Penalty: 4471.045410
	Iteration 11Q: 3 clusters Score -988810.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -988909.687500 Penalty: 4471.045410
	Iteration 12Q: 3 clusters Score -988909.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -989004.625000 Penalty: 4471.045410
	Iteration 13Q: 3 clusters Score -989004.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -989120.250000 Penalty: 4471.045410
	Iteration 14Q: 3 clusters Score -989120.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -989252.062500 Penalty: 4471.045410
	Iteration 15Q: 3 clusters Score -989252.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -989378.875000 Penalty: 4471.045410
	Iteration 16Q: 3 clusters Score -989378.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -989524.812500 Penalty: 4471.045410
	Iteration 17Q: 3 clusters Score -989524.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -989648.562500 Penalty: 4471.045410
	Iteration 18Q: 3 clusters Score -989648.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -989777.750000 Penalty: 4471.045410
	Iteration 19Q: 3 clusters Score -989777.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -989892.625000 Penalty: 4471.045410
	Iteration 20F: 3 clusters Score -989892.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -990005.000000 Penalty: 4471.045410
	Iteration 21Q: 3 clusters Score -990005 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -990118.437500 Penalty: 4471.045410
	Iteration 22Q: 3 clusters Score -990118.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -990202.375000 Penalty: 4471.045410
	Iteration 23Q: 3 clusters Score -990202.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -990265.062500 Penalty: 4471.045410
	Iteration 24Q: 3 clusters Score -990265.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -990322.000000 Penalty: 4471.045410
	Iteration 25Q: 3 clusters Score -990322 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -990363.312500 Penalty: 4471.045410
	Iteration 26Q: 3 clusters Score -990363.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -990394.375000 Penalty: 4471.045410
	Iteration 27Q: 3 clusters Score -990394.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -990418.875000 Penalty: 4471.045410
	Iteration 28Q: 3 clusters Score -990418.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -990440.250000 Penalty: 4471.045410
	Iteration 29Q: 3 clusters Score -990440.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -990463.187500 Penalty: 4471.045410
	Iteration 30Q: 3 clusters Score -990463.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -990484.062500 Penalty: 4471.045410
	Iteration 31Q: 3 clusters Score -990484.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -990504.500000 Penalty: 4471.045410
	Iteration 32Q: 3 clusters Score -990504.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -990523.687500 Penalty: 4471.045410
	Iteration 33Q: 3 clusters Score -990523.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -990537.812500 Penalty: 4471.045410
	Iteration 34Q: 3 clusters Score -990537.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -990549.250000 Penalty: 4471.045410
	Iteration 35Q: 3 clusters Score -990549.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -990557.375000 Penalty: 4471.045410
	Iteration 36Q: 3 clusters Score -990557.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -990560.437500 Penalty: 4471.045410
	Iteration 37Q: 3 clusters Score -990560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -990559.687500 Penalty: 4471.045410
	Iteration 38Q: 3 clusters Score -990559.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -990561.187500 Penalty: 4471.045410
	Iteration 39Q: 3 clusters Score -990561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -990562.625000 Penalty: 4471.045410
	Iteration 40F: 3 clusters Score -990562.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -990565.500000 Penalty: 4471.045410
	Iteration 41Q: 3 clusters Score -990565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -990567.937500 Penalty: 4471.045410
	Iteration 42Q: 3 clusters Score -990567.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -990571.000000 Penalty: 4471.045410
	Iteration 43Q: 3 clusters Score -990571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -990572.062500 Penalty: 4471.045410
	Iteration 44Q: 3 clusters Score -990572.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -990572.062500 Penalty: 4471.045410
	Iteration 45F: 3 clusters Score -990572.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Entering Unmasked Estep 
Score: -2042102.500000 Penalty: 2442.336914
	Iteration 0F: 2 clusters Score -2042102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2028655.125000 Penalty: 4884.673828
	Iteration 0F: 3 clusters Score -2028655 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2033426.500000 Penalty: 4884.673828
	Iteration 1F: 3 clusters Score -2033426 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2034296.250000 Penalty: 4884.673828
	Iteration 2F: 3 clusters Score -2034296 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2035154.750000 Penalty: 4884.673828
	Iteration 3F: 3 clusters Score -2035155 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2036058.875000 Penalty: 4884.673828
	Iteration 4F: 3 clusters Score -2036059 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2036877.625000 Penalty: 4884.673828
	Iteration 5F: 3 clusters Score -2036878 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2037669.500000 Penalty: 4884.673828
	Iteration 6F: 3 clusters Score -2037670 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2038314.375000 Penalty: 4884.673828
	Iteration 7F: 3 clusters Score -2038314 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2038792.125000 Penalty: 4884.673828
	Iteration 8Q: 3 clusters Score -2038792 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2039141.750000 Penalty: 4884.673828
	Iteration 9Q: 3 clusters Score -2039142 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2039379.000000 Penalty: 4884.673828
	Iteration 10Q: 3 clusters Score -2039379 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2039526.125000 Penalty: 4884.673828
	Iteration 11Q: 3 clusters Score -2039526 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2039673.875000 Penalty: 4884.673828
	Iteration 12Q: 3 clusters Score -2039674 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2039783.750000 Penalty: 4884.673828
	Iteration 13Q: 3 clusters Score -2039784 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2039891.125000 Penalty: 4884.673828
	Iteration 14Q: 3 clusters Score -2039891 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2039977.000000 Penalty: 4884.673828
	Iteration 15Q: 3 clusters Score -2039977 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2040051.875000 Penalty: 4884.673828
	Iteration 16Q: 3 clusters Score -2040052 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2040128.500000 Penalty: 4884.673828
	Iteration 17Q: 3 clusters Score -2040128 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2040185.250000 Penalty: 4884.673828
	Iteration 18Q: 3 clusters Score -2040185 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2040246.500000 Penalty: 4884.673828
	Iteration 19Q: 3 clusters Score -2040246 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -2040298.000000 Penalty: 4884.673828
	Iteration 20F: 3 clusters Score -2040298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2040341.250000 Penalty: 4884.673828
	Iteration 21Q: 3 clusters Score -2040341 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2040378.375000 Penalty: 4884.673828
	Iteration 22Q: 3 clusters Score -2040378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2040418.750000 Penalty: 4884.673828
	Iteration 23Q: 3 clusters Score -2040419 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2040464.000000 Penalty: 4884.673828
	Iteration 24Q: 3 clusters Score -2040464 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2040504.250000 Penalty: 4884.673828
	Iteration 25Q: 3 clusters Score -2040504 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2040548.125000 Penalty: 4884.673828
	Iteration 26Q: 3 clusters Score -2040548 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2040577.250000 Penalty: 4884.673828
	Iteration 27Q: 3 clusters Score -2040577 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2040599.125000 Penalty: 4884.673828
	Iteration 28Q: 3 clusters Score -2040599 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2040627.250000 Penalty: 4884.673828
	Iteration 29Q: 3 clusters Score -2040627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2040652.125000 Penalty: 4884.673828
	Iteration 30Q: 3 clusters Score -2040652 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2040680.375000 Penalty: 4884.673828
	Iteration 31Q: 3 clusters Score -2040680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2040717.125000 Penalty: 4884.673828
	Iteration 32Q: 3 clusters Score -2040717 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2040748.500000 Penalty: 4884.673828
	Iteration 33Q: 3 clusters Score -2040748 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2040783.875000 Penalty: 4884.673828
	Iteration 34Q: 3 clusters Score -2040784 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2040816.500000 Penalty: 4884.673828
	Iteration 35Q: 3 clusters Score -2040816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2040844.125000 Penalty: 4884.673828
	Iteration 36Q: 3 clusters Score -2040844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2040866.375000 Penalty: 4884.673828
	Iteration 37Q: 3 clusters Score -2040866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2040887.125000 Penalty: 4884.673828
	Iteration 38Q: 3 clusters Score -2040887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2040904.000000 Penalty: 4884.673828
	Iteration 39Q: 3 clusters Score -2040904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2040927.875000 Penalty: 4884.673828
	Iteration 40F: 3 clusters Score -2040928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2040947.250000 Penalty: 4884.673828
	Iteration 41Q: 3 clusters Score -2040947 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2040974.500000 Penalty: 4884.673828
	Iteration 42Q: 3 clusters Score -2040974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2041001.250000 Penalty: 4884.673828
	Iteration 43Q: 3 clusters Score -2041001 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2041034.125000 Penalty: 4884.673828
	Iteration 44Q: 3 clusters Score -2041034 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2041054.375000 Penalty: 4884.673828
	Iteration 45Q: 3 clusters Score -2041054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2041083.375000 Penalty: 4884.673828
	Iteration 46Q: 3 clusters Score -2041083 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2041102.375000 Penalty: 4884.673828
	Iteration 47Q: 3 clusters Score -2041102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2041125.375000 Penalty: 4884.673828
	Iteration 48Q: 3 clusters Score -2041125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2041153.875000 Penalty: 4884.673828
	Iteration 49Q: 3 clusters Score -2041154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2041180.750000 Penalty: 4884.673828
	Iteration 50Q: 3 clusters Score -2041181 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2041203.750000 Penalty: 4884.673828
	Iteration 51Q: 3 clusters Score -2041204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2041236.125000 Penalty: 4884.673828
	Iteration 52Q: 3 clusters Score -2041236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2041255.875000 Penalty: 4884.673828
	Iteration 53Q: 3 clusters Score -2041256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2041277.625000 Penalty: 4884.673828
	Iteration 54Q: 3 clusters Score -2041278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2041304.625000 Penalty: 4884.673828
	Iteration 55Q: 3 clusters Score -2041305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2041322.000000 Penalty: 4884.673828
	Iteration 56Q: 3 clusters Score -2041322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2041340.875000 Penalty: 4884.673828
	Iteration 57Q: 3 clusters Score -2041341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2041353.125000 Penalty: 4884.673828
	Iteration 58Q: 3 clusters Score -2041353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2041377.375000 Penalty: 4884.673828
	Iteration 59Q: 3 clusters Score -2041377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2041394.250000 Penalty: 4884.673828
	Iteration 60F: 3 clusters Score -2041394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2041414.250000 Penalty: 4884.673828
	Iteration 61Q: 3 clusters Score -2041414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2041429.250000 Penalty: 4884.673828
	Iteration 62Q: 3 clusters Score -2041429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2041446.750000 Penalty: 4884.673828
	Iteration 63Q: 3 clusters Score -2041447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2041462.125000 Penalty: 4884.673828
	Iteration 64Q: 3 clusters Score -2041462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2041479.375000 Penalty: 4884.673828
	Iteration 65Q: 3 clusters Score -2041479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2041489.250000 Penalty: 4884.673828
	Iteration 66Q: 3 clusters Score -2041489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2041498.000000 Penalty: 4884.673828
	Iteration 67Q: 3 clusters Score -2041498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2041505.250000 Penalty: 4884.673828
	Iteration 68Q: 3 clusters Score -2041505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2041518.000000 Penalty: 4884.673828
	Iteration 69Q: 3 clusters Score -2041518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2041520.750000 Penalty: 4884.673828
	Iteration 70Q: 3 clusters Score -2041521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2041522.875000 Penalty: 4884.673828
	Iteration 71Q: 3 clusters Score -2041523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2041526.375000 Penalty: 4884.673828
	Iteration 72Q: 3 clusters Score -2041526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2041530.625000 Penalty: 4884.673828
	Iteration 73Q: 3 clusters Score -2041531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2041537.500000 Penalty: 4884.673828
	Iteration 74Q: 3 clusters Score -2041538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2041538.875000 Penalty: 4884.673828
	Iteration 75Q: 3 clusters Score -2041539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2041546.125000 Penalty: 4884.673828
	Iteration 76Q: 3 clusters Score -2041546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2041541.875000 Penalty: 4884.673828
	Iteration 77Q: 3 clusters Score -2041542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2041545.875000 Penalty: 4884.673828
	Iteration 78Q: 3 clusters Score -2041546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2041552.500000 Penalty: 4884.673828
	Iteration 79Q: 3 clusters Score -2041552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2041554.250000 Penalty: 4884.673828
	Iteration 80F: 3 clusters Score -2041554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2041554.250000 Penalty: 4884.673828
	Iteration 81Q: 3 clusters Score -2041554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2041553.750000 Penalty: 4884.673828
	Iteration 82Q: 3 clusters Score -2041554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2041556.375000 Penalty: 4884.673828
	Iteration 83Q: 3 clusters Score -2041556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2041557.625000 Penalty: 4884.673828
	Iteration 84Q: 3 clusters Score -2041558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2041558.500000 Penalty: 4884.673828
	Iteration 85Q: 3 clusters Score -2041558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2041560.250000 Penalty: 4884.673828
	Iteration 86Q: 3 clusters Score -2041560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2041559.250000 Penalty: 4884.673828
	Iteration 87Q: 3 clusters Score -2041559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2041559.250000 Penalty: 4884.673828
	Iteration 88F: 3 clusters Score -2041559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Entering Unmasked Estep 
Score: -3536660.000000 Penalty: 2572.393066
	Iteration 0F: 2 clusters Score -3536660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3514976.750000 Penalty: 5144.786133
	Iteration 0F: 3 clusters Score -3514977 nChanged 14414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3523222.750000 Penalty: 5144.786133
	Iteration 1F: 3 clusters Score -3523223 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3524080.250000 Penalty: 5144.786133
	Iteration 2F: 3 clusters Score -3524080 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -3524950.000000 Penalty: 5144.786133
	Iteration 3F: 3 clusters Score -3524950 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -3525971.500000 Penalty: 5144.786133
	Iteration 4F: 3 clusters Score -3525972 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3526952.250000 Penalty: 5144.786133
	Iteration 5F: 3 clusters Score -3526952 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3527857.500000 Penalty: 5144.786133
	Iteration 6F: 3 clusters Score -3527858 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3528607.750000 Penalty: 5144.786133
	Iteration 7Q: 3 clusters Score -3528608 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -3529164.000000 Penalty: 5144.786133
	Iteration 8Q: 3 clusters Score -3529164 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3529624.750000 Penalty: 5144.786133
	Iteration 9Q: 3 clusters Score -3529625 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3530021.500000 Penalty: 5144.786133
	Iteration 10Q: 3 clusters Score -3530022 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3530357.750000 Penalty: 5144.786133
	Iteration 11Q: 3 clusters Score -3530358 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3530590.000000 Penalty: 5144.786133
	Iteration 12Q: 3 clusters Score -3530590 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3530749.500000 Penalty: 5144.786133
	Iteration 13Q: 3 clusters Score -3530750 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3530862.750000 Penalty: 5144.786133
	Iteration 14Q: 3 clusters Score -3530863 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3530959.250000 Penalty: 5144.786133
	Iteration 15Q: 3 clusters Score -3530959 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -3531026.750000 Penalty: 5144.786133
	Iteration 16Q: 3 clusters Score -3531027 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3531071.000000 Penalty: 5144.786133
	Iteration 17Q: 3 clusters Score -3531071 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3531110.250000 Penalty: 5144.786133
	Iteration 18Q: 3 clusters Score -3531110 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3531149.250000 Penalty: 5144.786133
	Iteration 19Q: 3 clusters Score -3531149 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3531173.750000 Penalty: 5144.786133
	Iteration 20F: 3 clusters Score -3531174 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3531191.750000 Penalty: 5144.786133
	Iteration 21Q: 3 clusters Score -3531192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3531197.750000 Penalty: 5144.786133
	Iteration 22Q: 3 clusters Score -3531198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3531238.000000 Penalty: 5144.786133
	Iteration 23Q: 3 clusters Score -3531238 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3531265.750000 Penalty: 5144.786133
	Iteration 24Q: 3 clusters Score -3531266 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3531293.250000 Penalty: 5144.786133
	Iteration 25Q: 3 clusters Score -3531293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3531314.500000 Penalty: 5144.786133
	Iteration 26Q: 3 clusters Score -3531314 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3531353.500000 Penalty: 5144.786133
	Iteration 27Q: 3 clusters Score -3531354 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3531396.750000 Penalty: 5144.786133
	Iteration 28Q: 3 clusters Score -3531397 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3531462.500000 Penalty: 5144.786133
	Iteration 29Q: 3 clusters Score -3531462 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3531510.500000 Penalty: 5144.786133
	Iteration 30Q: 3 clusters Score -3531510 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3531569.250000 Penalty: 5144.786133
	Iteration 31Q: 3 clusters Score -3531569 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3531617.750000 Penalty: 5144.786133
	Iteration 32Q: 3 clusters Score -3531618 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3531681.250000 Penalty: 5144.786133
	Iteration 33Q: 3 clusters Score -3531681 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3531716.000000 Penalty: 5144.786133
	Iteration 34Q: 3 clusters Score -3531716 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -3531781.000000 Penalty: 5144.786133
	Iteration 35Q: 3 clusters Score -3531781 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3531840.500000 Penalty: 5144.786133
	Iteration 36Q: 3 clusters Score -3531840 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3531906.750000 Penalty: 5144.786133
	Iteration 37Q: 3 clusters Score -3531907 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -3531987.000000 Penalty: 5144.786133
	Iteration 38Q: 3 clusters Score -3531987 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3532059.250000 Penalty: 5144.786133
	Iteration 39Q: 3 clusters Score -3532059 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3532143.500000 Penalty: 5144.786133
	Iteration 40F: 3 clusters Score -3532144 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3532197.250000 Penalty: 5144.786133
	Iteration 41Q: 3 clusters Score -3532197 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3532249.250000 Penalty: 5144.786133
	Iteration 42Q: 3 clusters Score -3532249 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3532300.000000 Penalty: 5144.786133
	Iteration 43Q: 3 clusters Score -3532300 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3532356.250000 Penalty: 5144.786133
	Iteration 44Q: 3 clusters Score -3532356 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3532430.500000 Penalty: 5144.786133
	Iteration 45Q: 3 clusters Score -3532430 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3532513.000000 Penalty: 5144.786133
	Iteration 46Q: 3 clusters Score -3532513 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3532585.000000 Penalty: 5144.786133
	Iteration 47Q: 3 clusters Score -3532585 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3532651.500000 Penalty: 5144.786133
	Iteration 48Q: 3 clusters Score -3532652 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3532742.500000 Penalty: 5144.786133
	Iteration 49Q: 3 clusters Score -3532742 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3532817.000000 Penalty: 5144.786133
	Iteration 50Q: 3 clusters Score -3532817 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3532898.500000 Penalty: 5144.786133
	Iteration 51Q: 3 clusters Score -3532898 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3533012.500000 Penalty: 5144.786133
	Iteration 52Q: 3 clusters Score -3533012 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3533094.250000 Penalty: 5144.786133
	Iteration 53Q: 3 clusters Score -3533094 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3533180.250000 Penalty: 5144.786133
	Iteration 54Q: 3 clusters Score -3533180 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3533257.000000 Penalty: 5144.786133
	Iteration 55Q: 3 clusters Score -3533257 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3533314.250000 Penalty: 5144.786133
	Iteration 56Q: 3 clusters Score -3533314 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3533384.000000 Penalty: 5144.786133
	Iteration 57Q: 3 clusters Score -3533384 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3533450.750000 Penalty: 5144.786133
	Iteration 58Q: 3 clusters Score -3533451 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3533531.250000 Penalty: 5144.786133
	Iteration 59Q: 3 clusters Score -3533531 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3533588.000000 Penalty: 5144.786133
	Iteration 60F: 3 clusters Score -3533588 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -3533650.500000 Penalty: 5144.786133
	Iteration 61Q: 3 clusters Score -3533650 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3533687.750000 Penalty: 5144.786133
	Iteration 62Q: 3 clusters Score -3533688 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3533746.000000 Penalty: 5144.786133
	Iteration 63Q: 3 clusters Score -3533746 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3533786.750000 Penalty: 5144.786133
	Iteration 64Q: 3 clusters Score -3533787 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3533842.250000 Penalty: 5144.786133
	Iteration 65Q: 3 clusters Score -3533842 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3533890.250000 Penalty: 5144.786133
	Iteration 66Q: 3 clusters Score -3533890 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3533950.750000 Penalty: 5144.786133
	Iteration 67Q: 3 clusters Score -3533951 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3533994.750000 Penalty: 5144.786133
	Iteration 68Q: 3 clusters Score -3533995 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3534042.000000 Penalty: 5144.786133
	Iteration 69Q: 3 clusters Score -3534042 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3534104.750000 Penalty: 5144.786133
	Iteration 70Q: 3 clusters Score -3534105 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3534170.750000 Penalty: 5144.786133
	Iteration 71Q: 3 clusters Score -3534171 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3534224.750000 Penalty: 5144.786133
	Iteration 72Q: 3 clusters Score -3534225 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3534276.500000 Penalty: 5144.786133
	Iteration 73Q: 3 clusters Score -3534276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3534310.750000 Penalty: 5144.786133
	Iteration 74Q: 3 clusters Score -3534311 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3534364.500000 Penalty: 5144.786133
	Iteration 75Q: 3 clusters Score -3534364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3534397.500000 Penalty: 5144.786133
	Iteration 76Q: 3 clusters Score -3534398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3534431.250000 Penalty: 5144.786133
	Iteration 77Q: 3 clusters Score -3534431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3534465.250000 Penalty: 5144.786133
	Iteration 78Q: 3 clusters Score -3534465 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3534503.000000 Penalty: 5144.786133
	Iteration 79Q: 3 clusters Score -3534503 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3534536.250000 Penalty: 5144.786133
	Iteration 80F: 3 clusters Score -3534536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3534565.000000 Penalty: 5144.786133
	Iteration 81Q: 3 clusters Score -3534565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3534590.500000 Penalty: 5144.786133
	Iteration 82Q: 3 clusters Score -3534590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3534629.750000 Penalty: 5144.786133
	Iteration 83Q: 3 clusters Score -3534630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3534652.250000 Penalty: 5144.786133
	Iteration 84Q: 3 clusters Score -3534652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3534676.000000 Penalty: 5144.786133
	Iteration 85Q: 3 clusters Score -3534676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3534697.750000 Penalty: 5144.786133
	Iteration 86Q: 3 clusters Score -3534698 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3534717.250000 Penalty: 5144.786133
	Iteration 87Q: 3 clusters Score -3534717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3534746.000000 Penalty: 5144.786133
	Iteration 88Q: 3 clusters Score -3534746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3534756.000000 Penalty: 5144.786133
	Iteration 89Q: 3 clusters Score -3534756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3534768.750000 Penalty: 5144.786133
	Iteration 90Q: 3 clusters Score -3534769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3534776.750000 Penalty: 5144.786133
	Iteration 91Q: 3 clusters Score -3534777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3534781.750000 Penalty: 5144.786133
	Iteration 92Q: 3 clusters Score -3534782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3534784.250000 Penalty: 5144.786133
	Iteration 93Q: 3 clusters Score -3534784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3534802.500000 Penalty: 5144.786133
	Iteration 94Q: 3 clusters Score -3534802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3534804.000000 Penalty: 5144.786133
	Iteration 95Q: 3 clusters Score -3534804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3534806.250000 Penalty: 5144.786133
	Iteration 96Q: 3 clusters Score -3534806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3534815.500000 Penalty: 5144.786133
	Iteration 97Q: 3 clusters Score -3534816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3534814.750000 Penalty: 5144.786133
	Iteration 98Q: 3 clusters Score -3534815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -3534822.000000 Penalty: 5144.786133
	Iteration 99Q: 3 clusters Score -3534822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3534823.250000 Penalty: 5144.786133
	Iteration 100F: 3 clusters Score -3534823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3534826.500000 Penalty: 5144.786133
	Iteration 101Q: 3 clusters Score -3534826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3534837.750000 Penalty: 5144.786133
	Iteration 102Q: 3 clusters Score -3534838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3534848.500000 Penalty: 5144.786133
	Iteration 103Q: 3 clusters Score -3534848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3534847.750000 Penalty: 5144.786133
	Iteration 104Q: 3 clusters Score -3534848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3534853.000000 Penalty: 5144.786133
	Iteration 105Q: 3 clusters Score -3534853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3534859.750000 Penalty: 5144.786133
	Iteration 106Q: 3 clusters Score -3534860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3534871.500000 Penalty: 5144.786133
	Iteration 107Q: 3 clusters Score -3534872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3534872.500000 Penalty: 5144.786133
	Iteration 108Q: 3 clusters Score -3534872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3534881.500000 Penalty: 5144.786133
	Iteration 109Q: 3 clusters Score -3534882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3534885.750000 Penalty: 5144.786133
	Iteration 110Q: 3 clusters Score -3534886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3534882.250000 Penalty: 5144.786133
	Iteration 111Q: 3 clusters Score -3534882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3534882.000000 Penalty: 5144.786133
	Iteration 112Q: 3 clusters Score -3534882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3534888.750000 Penalty: 5144.786133
	Iteration 113Q: 3 clusters Score -3534889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3534891.250000 Penalty: 5144.786133
	Iteration 114Q: 3 clusters Score -3534891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3534893.500000 Penalty: 5144.786133
	Iteration 115Q: 3 clusters Score -3534894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3534890.750000 Penalty: 5144.786133
	Iteration 116Q: 3 clusters Score -3534891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3534894.750000 Penalty: 5144.786133
	Iteration 117Q: 3 clusters Score -3534895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3534889.750000 Penalty: 5144.786133
	Iteration 118Q: 3 clusters Score -3534890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3534890.250000 Penalty: 5144.786133
	Iteration 119Q: 3 clusters Score -3534890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3534894.500000 Penalty: 5144.786133
	Iteration 120F: 3 clusters Score -3534894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3534897.000000 Penalty: 5144.786133
	Iteration 121Q: 3 clusters Score -3534897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3534903.000000 Penalty: 5144.786133
	Iteration 122Q: 3 clusters Score -3534903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3534903.250000 Penalty: 5144.786133
	Iteration 123Q: 3 clusters Score -3534903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3534906.000000 Penalty: 5144.786133
	Iteration 124Q: 3 clusters Score -3534906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3534909.000000 Penalty: 5144.786133
	Iteration 125Q: 3 clusters Score -3534909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3534906.750000 Penalty: 5144.786133
	Iteration 126Q: 3 clusters Score -3534907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3534907.250000 Penalty: 5144.786133
	Iteration 127Q: 3 clusters Score -3534907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3534905.750000 Penalty: 5144.786133
	Iteration 128Q: 3 clusters Score -3534906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3534906.500000 Penalty: 5144.786133
	Iteration 129Q: 3 clusters Score -3534906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3534906.500000 Penalty: 5144.786133
	Iteration 130F: 3 clusters Score -3534906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Entering Unmasked Estep 
Score: -2054855.625000 Penalty: 2419.897705
	Iteration 0F: 2 clusters Score -2054856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2042568.500000 Penalty: 4839.795410
	Iteration 0F: 3 clusters Score -2042568 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2046717.500000 Penalty: 4839.795410
	Iteration 1F: 3 clusters Score -2046718 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2047338 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2047944.875000 Penalty: 4839.795410
	Iteration 3F: 3 clusters Score -2047945 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2048559.250000 Penalty: 4839.795410
	Iteration 4F: 3 clusters Score -2048559 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2049213.750000 Penalty: 4839.795410
	Iteration 5F: 3 clusters Score -2049214 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2049746.375000 Penalty: 4839.795410
	Iteration 6F: 3 clusters Score -2049746 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2050182.250000 Penalty: 4839.795410
	Iteration 7Q: 3 clusters Score -2050182 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2050556.500000 Penalty: 4839.795410
	Iteration 8Q: 3 clusters Score -2050556 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2050886.500000 Penalty: 4839.795410
	Iteration 9Q: 3 clusters Score -2050886 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2051171.250000 Penalty: 4839.795410
	Iteration 10Q: 3 clusters Score -2051171 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2051418.625000 Penalty: 4839.795410
	Iteration 11Q: 3 clusters Score -2051419 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2051662.250000 Penalty: 4839.795410
	Iteration 12Q: 3 clusters Score -2051662 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2051855.750000 Penalty: 4839.795410
	Iteration 13Q: 3 clusters Score -2051856 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2051986.250000 Penalty: 4839.795410
	Iteration 14Q: 3 clusters Score -2051986 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2052092.250000 Penalty: 4839.795410
	Iteration 15Q: 3 clusters Score -2052092 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2052145.625000 Penalty: 4839.795410
	Iteration 16Q: 3 clusters Score -2052146 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2052200.000000 Penalty: 4839.795410
	Iteration 17Q: 3 clusters Score -2052200 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2052232.000000 Penalty: 4839.795410
	Iteration 18Q: 3 clusters Score -2052232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2052255.375000 Penalty: 4839.795410
	Iteration 19Q: 3 clusters Score -2052255 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2052281.250000 Penalty: 4839.795410
	Iteration 20F: 3 clusters Score -2052281 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2052310.750000 Penalty: 4839.795410
	Iteration 21Q: 3 clusters Score -2052311 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2052328.875000 Penalty: 4839.795410
	Iteration 22Q: 3 clusters Score -2052329 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2052344.125000 Penalty: 4839.795410
	Iteration 23Q: 3 clusters Score -2052344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2052367.375000 Penalty: 4839.795410
	Iteration 24Q: 3 clusters Score -2052367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2052383.625000 Penalty: 4839.795410
	Iteration 25Q: 3 clusters Score -2052384 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2052400.625000 Penalty: 4839.795410
	Iteration 26Q: 3 clusters Score -2052401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2052412.625000 Penalty: 4839.795410
	Iteration 27Q: 3 clusters Score -2052413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2052430.500000 Penalty: 4839.795410
	Iteration 28Q: 3 clusters Score -2052430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2052446.625000 Penalty: 4839.795410
	Iteration 29Q: 3 clusters Score -2052447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2052462.000000 Penalty: 4839.795410
	Iteration 30Q: 3 clusters Score -2052462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2052478.750000 Penalty: 4839.795410
	Iteration 31Q: 3 clusters Score -2052479 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2052497.875000 Penalty: 4839.795410
	Iteration 32Q: 3 clusters Score -2052498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2052511.250000 Penalty: 4839.795410
	Iteration 33Q: 3 clusters Score -2052511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2052517.625000 Penalty: 4839.795410
	Iteration 34Q: 3 clusters Score -2052518 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2052531.625000 Penalty: 4839.795410
	Iteration 35Q: 3 clusters Score -2052532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2052548.375000 Penalty: 4839.795410
	Iteration 36Q: 3 clusters Score -2052548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2052559.125000 Penalty: 4839.795410
	Iteration 37Q: 3 clusters Score -2052559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2052572.875000 Penalty: 4839.795410
	Iteration 38Q: 3 clusters Score -2052573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2052588.125000 Penalty: 4839.795410
	Iteration 39Q: 3 clusters Score -2052588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2052594.250000 Penalty: 4839.795410
	Iteration 40F: 3 clusters Score -2052594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2052615.250000 Penalty: 4839.795410
	Iteration 41Q: 3 clusters Score -2052615 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2052628.750000 Penalty: 4839.795410
	Iteration 42Q: 3 clusters Score -2052629 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2052648.500000 Penalty: 4839.795410
	Iteration 43Q: 3 clusters Score -2052648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2052669.250000 Penalty: 4839.795410
	Iteration 44Q: 3 clusters Score -2052669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2052697.625000 Penalty: 4839.795410
	Iteration 45Q: 3 clusters Score -2052698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2052729.625000 Penalty: 4839.795410
	Iteration 46Q: 3 clusters Score -2052730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2052779.500000 Penalty: 4839.795410
	Iteration 47Q: 3 clusters Score -2052780 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2052808.125000 Penalty: 4839.795410
	Iteration 48Q: 3 clusters Score -2052808 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2052840.875000 Penalty: 4839.795410
	Iteration 49Q: 3 clusters Score -2052841 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2052871.875000 Penalty: 4839.795410
	Iteration 50Q: 3 clusters Score -2052872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2052905.875000 Penalty: 4839.795410
	Iteration 51Q: 3 clusters Score -2052906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2052936.000000 Penalty: 4839.795410
	Iteration 52Q: 3 clusters Score -2052936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2052960.625000 Penalty: 4839.795410
	Iteration 53Q: 3 clusters Score -2052961 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2052988.125000 Penalty: 4839.795410
	Iteration 54Q: 3 clusters Score -2052988 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2053033.500000 Penalty: 4839.795410
	Iteration 55Q: 3 clusters Score -2053034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2053072.750000 Penalty: 4839.795410
	Iteration 56Q: 3 clusters Score -2053073 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2053113.750000 Penalty: 4839.795410
	Iteration 57Q: 3 clusters Score -2053114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2053177.875000 Penalty: 4839.795410
	Iteration 58Q: 3 clusters Score -2053178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2053243.375000 Penalty: 4839.795410
	Iteration 59Q: 3 clusters Score -2053243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2053293.250000 Penalty: 4839.795410
	Iteration 60F: 3 clusters Score -2053293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2053335.625000 Penalty: 4839.795410
	Iteration 61Q: 3 clusters Score -2053336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2053384.625000 Penalty: 4839.795410
	Iteration 62Q: 3 clusters Score -2053385 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2053423.750000 Penalty: 4839.795410
	Iteration 63Q: 3 clusters Score -2053424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2053467.750000 Penalty: 4839.795410
	Iteration 64Q: 3 clusters Score -2053468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2053491.625000 Penalty: 4839.795410
	Iteration 65Q: 3 clusters Score -2053492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2053515.625000 Penalty: 4839.795410
	Iteration 66Q: 3 clusters Score -2053516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2053534.375000 Penalty: 4839.795410
	Iteration 67Q: 3 clusters Score -2053534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2053547.375000 Penalty: 4839.795410
	Iteration 68Q: 3 clusters Score -2053547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2053556.750000 Penalty: 4839.795410
	Iteration 69Q: 3 clusters Score -2053557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2053567.250000 Penalty: 4839.795410
	Iteration 70Q: 3 clusters Score -2053567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2053572.000000 Penalty: 4839.795410
	Iteration 71Q: 3 clusters Score -2053572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2053575.750000 Penalty: 4839.795410
	Iteration 72Q: 3 clusters Score -2053576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2053581.250000 Penalty: 4839.795410
	Iteration 73Q: 3 clusters Score -2053581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2053586.000000 Penalty: 4839.795410
	Iteration 74Q: 3 clusters Score -2053586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2053590.875000 Penalty: 4839.795410
	Iteration 75Q: 3 clusters Score -2053591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2053592.250000 Penalty: 4839.795410
	Iteration 76Q: 3 clusters Score -2053592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2053593.125000 Penalty: 4839.795410
	Iteration 77Q: 3 clusters Score -2053593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2053593.125000 Penalty: 4839.795410
	Iteration 78F: 3 clusters Score -2053593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -74820.468750 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -74820.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73121.398438 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -73121.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73413.335938 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -73413.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -73504.828125 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -73504.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73542.539062 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -73542.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73566.343750 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -73566.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73576.609375 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -73576.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73593.375000 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -73593.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73604.515625 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -73604.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73620.273438 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -73620.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73632.445312 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -73632.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -73653.546875 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -73653.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73664.820312 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -73664.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73669.109375 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -73669.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73671.257812 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -73671.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -73675.523438 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -73675.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73681.648438 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -73681.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73681.648438 Penalty: 3293.378418
	Iteration 16F: 3 clusters Score -73681.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -319180.375000 Penalty: 1960.915039
	Iteration 0F: 2 clusters Score -319180.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -316086.906250 Penalty: 3921.830078
	Iteration 0F: 3 clusters Score -316086.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -316752.093750 Penalty: 3921.830078
	Iteration 1F: 3 clusters Score -316752.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -316951.062500 Penalty: 3921.830078
	Iteration 2F: 3 clusters Score -316951.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -317082.468750 Penalty: 3921.830078
	Iteration 3F: 3 clusters Score -317082.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -317193.437500 Penalty: 3921.830078
	Iteration 4Q: 3 clusters Score -317193.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -317318.187500 Penalty: 3921.830078
	Iteration 5Q: 3 clusters Score -317318.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -317440.000000 Penalty: 3921.830078
	Iteration 6Q: 3 clusters Score -317440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -317566.343750 Penalty: 3921.830078
	Iteration 7Q: 3 clusters Score -317566.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -317662.937500 Penalty: 3921.830078
	Iteration 8Q: 3 clusters Score -317662.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -317773.312500 Penalty: 3921.830078
	Iteration 9Q: 3 clusters Score -317773.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -317855.937500 Penalty: 3921.830078
	Iteration 10Q: 3 clusters Score -317855.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -317908.156250 Penalty: 3921.830078
	Iteration 11Q: 3 clusters Score -317908.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -317947.281250 Penalty: 3921.830078
	Iteration 12Q: 3 clusters Score -317947.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -317971.218750 Penalty: 3921.830078
	Iteration 13Q: 3 clusters Score -317971.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -317986.718750 Penalty: 3921.830078
	Iteration 14Q: 3 clusters Score -317986.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -317996.437500 Penalty: 3921.830078
	Iteration 15Q: 3 clusters Score -317996.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -318008.375000 Penalty: 3921.830078
	Iteration 16Q: 3 clusters Score -318008.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -318018.656250 Penalty: 3921.830078
	Iteration 17Q: 3 clusters Score -318018.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -318027.437500 Penalty: 3921.830078
	Iteration 18Q: 3 clusters Score -318027.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -318035.031250 Penalty: 3921.830078
	Iteration 19Q: 3 clusters Score -318035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -318042.750000 Penalty: 3921.830078
	Iteration 20F: 3 clusters Score -318042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -318045.218750 Penalty: 3921.830078
	Iteration 21Q: 3 clusters Score -318045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -318050.687500 Penalty: 3921.830078
	Iteration 22Q: 3 clusters Score -318050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -318054.625000 Penalty: 3921.830078
	Iteration 23Q: 3 clusters Score -318054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -318056.156250 Penalty: 3921.830078
	Iteration 24Q: 3 clusters Score -318056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -318057.812500 Penalty: 3921.830078
	Iteration 25Q: 3 clusters Score -318057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -318058.062500 Penalty: 3921.830078
	Iteration 26Q: 3 clusters Score -318058.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -318058.062500 Penalty: 3921.830078
	Iteration 27F: 3 clusters Score -318058.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Entering Unmasked Estep 
Score: -881271.062500 Penalty: 2201.901855
	Iteration 0F: 2 clusters Score -881271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -875396.687500 Penalty: 4403.803711
	Iteration 0F: 3 clusters Score -875396.7 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -876850.812500 Penalty: 4403.803711
	Iteration 1F: 3 clusters Score -876850.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -877112.750000 Penalty: 4403.803711
	Iteration 2F: 3 clusters Score -877112.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -877282.625000 Penalty: 4403.803711
	Iteration 3F: 3 clusters Score -877282.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -877450.125000 Penalty: 4403.803711
	Iteration 4Q: 3 clusters Score -877450.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -877645.125000 Penalty: 4403.803711
	Iteration 5Q: 3 clusters Score -877645.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -877853.750000 Penalty: 4403.803711
	Iteration 6Q: 3 clusters Score -877853.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -878122.500000 Penalty: 4403.803711
	Iteration 7Q: 3 clusters Score -878122.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -878383.562500 Penalty: 4403.803711
	Iteration 8F: 3 clusters Score -878383.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -878581.562500 Penalty: 4403.803711
	Iteration 9Q: 3 clusters Score -878581.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -878731.312500 Penalty: 4403.803711
	Iteration 10Q: 3 clusters Score -878731.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -878837.562500 Penalty: 4403.803711
	Iteration 11Q: 3 clusters Score -878837.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -878913.875000 Penalty: 4403.803711
	Iteration 12Q: 3 clusters Score -878913.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -878992.687500 Penalty: 4403.803711
	Iteration 13Q: 3 clusters Score -878992.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -879049.937500 Penalty: 4403.803711
	Iteration 14Q: 3 clusters Score -879049.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -879098.625000 Penalty: 4403.803711
	Iteration 15Q: 3 clusters Score -879098.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -879143.125000 Penalty: 4403.803711
	Iteration 16Q: 3 clusters Score -879143.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -879174.437500 Penalty: 4403.803711
	Iteration 17Q: 3 clusters Score -879174.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -879213.312500 Penalty: 4403.803711
	Iteration 18Q: 3 clusters Score -879213.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -879262.062500 Penalty: 4403.803711
	Iteration 19Q: 3 clusters Score -879262.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -879329.250000 Penalty: 4403.803711
	Iteration 20F: 3 clusters Score -879329.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -879413.812500 Penalty: 4403.803711
	Iteration 21Q: 3 clusters Score -879413.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -879518.000000 Penalty: 4403.803711
	Iteration 22Q: 3 clusters Score -879518 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -879639.625000 Penalty: 4403.803711
	Iteration 23Q: 3 clusters Score -879639.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -879787.812500 Penalty: 4403.803711
	Iteration 24Q: 3 clusters Score -879787.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -879937.437500 Penalty: 4403.803711
	Iteration 25Q: 3 clusters Score -879937.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -880048.312500 Penalty: 4403.803711
	Iteration 26Q: 3 clusters Score -880048.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -880143.062500 Penalty: 4403.803711
	Iteration 27Q: 3 clusters Score -880143.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -880197.937500 Penalty: 4403.803711
	Iteration 28Q: 3 clusters Score -880197.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -880229.625000 Penalty: 4403.803711
	Iteration 29Q: 3 clusters Score -880229.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -880244.375000 Penalty: 4403.803711
	Iteration 30Q: 3 clusters Score -880244.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -880252.312500 Penalty: 4403.803711
	Iteration 31Q: 3 clusters Score -880252.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -880257.750000 Penalty: 4403.803711
	Iteration 32Q: 3 clusters Score -880257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -880259.562500 Penalty: 4403.803711
	Iteration 33Q: 3 clusters Score -880259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -880260.250000 Penalty: 4403.803711
	Iteration 34Q: 3 clusters Score -880260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -880259.375000 Penalty: 4403.803711
	Iteration 35Q: 3 clusters Score -880259.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -880259.687500 Penalty: 4403.803711
	Iteration 36Q: 3 clusters Score -880259.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -880259.687500 Penalty: 4403.803711
	Iteration 37F: 3 clusters Score -880259.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Entering Unmasked Estep 
Score: -598290.750000 Penalty: 2201.763672
	Iteration 0F: 2 clusters Score -598290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -592406.437500 Penalty: 4403.527344
	Iteration 0F: 3 clusters Score -592406.4 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -594092.500000 Penalty: 4403.527344
	Iteration 1F: 3 clusters Score -594092.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -594596.062500 Penalty: 4403.527344
	Iteration 2F: 3 clusters Score -594596.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -595158.562500 Penalty: 4403.527344
	Iteration 3F: 3 clusters Score -595158.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -595825.437500 Penalty: 4403.527344
	Iteration 4F: 3 clusters Score -595825.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -596405.250000 Penalty: 4403.527344
	Iteration 5F: 3 clusters Score -596405.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -596859.937500 Penalty: 4403.527344
	Iteration 6F: 3 clusters Score -596859.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -597155.500000 Penalty: 4403.527344
	Iteration 7Q: 3 clusters Score -597155.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -597320.875000 Penalty: 4403.527344
	Iteration 8Q: 3 clusters Score -597320.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -597405.875000 Penalty: 4403.527344
	Iteration 9Q: 3 clusters Score -597405.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -597459.500000 Penalty: 4403.527344
	Iteration 10Q: 3 clusters Score -597459.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -597496.562500 Penalty: 4403.527344
	Iteration 11Q: 3 clusters Score -597496.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -597529.750000 Penalty: 4403.527344
	Iteration 12Q: 3 clusters Score -597529.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -597560.187500 Penalty: 4403.527344
	Iteration 13Q: 3 clusters Score -597560.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -597588.875000 Penalty: 4403.527344
	Iteration 14Q: 3 clusters Score -597588.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -597608.562500 Penalty: 4403.527344
	Iteration 15Q: 3 clusters Score -597608.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -597624.437500 Penalty: 4403.527344
	Iteration 16Q: 3 clusters Score -597624.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -597638.500000 Penalty: 4403.527344
	Iteration 17Q: 3 clusters Score -597638.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -597651.437500 Penalty: 4403.527344
	Iteration 18Q: 3 clusters Score -597651.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -597661.187500 Penalty: 4403.527344
	Iteration 19Q: 3 clusters Score -597661.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -597668.562500 Penalty: 4403.527344
	Iteration 20F: 3 clusters Score -597668.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -597679.375000 Penalty: 4403.527344
	Iteration 21Q: 3 clusters Score -597679.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -597692.875000 Penalty: 4403.527344
	Iteration 22Q: 3 clusters Score -597692.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -597701.062500 Penalty: 4403.527344
	Iteration 23Q: 3 clusters Score -597701.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -597710.312500 Penalty: 4403.527344
	Iteration 24Q: 3 clusters Score -597710.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -597718.187500 Penalty: 4403.527344
	Iteration 25Q: 3 clusters Score -597718.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -597722.750000 Penalty: 4403.527344
	Iteration 26Q: 3 clusters Score -597722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -597728.437500 Penalty: 4403.527344
	Iteration 27Q: 3 clusters Score -597728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -597733.375000 Penalty: 4403.527344
	Iteration 28Q: 3 clusters Score -597733.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -597737.687500 Penalty: 4403.527344
	Iteration 29Q: 3 clusters Score -597737.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -597740.437500 Penalty: 4403.527344
	Iteration 30Q: 3 clusters Score -597740.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -597746.187500 Penalty: 4403.527344
	Iteration 31Q: 3 clusters Score -597746.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -597749.875000 Penalty: 4403.527344
	Iteration 32Q: 3 clusters Score -597749.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -597750.562500 Penalty: 4403.527344
	Iteration 33Q: 3 clusters Score -597750.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -597752.562500 Penalty: 4403.527344
	Iteration 34Q: 3 clusters Score -597752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -597754.000000 Penalty: 4403.527344
	Iteration 35Q: 3 clusters Score -597754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -597756.000000 Penalty: 4403.527344
	Iteration 36Q: 3 clusters Score -597756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -597756.250000 Penalty: 4403.527344
	Iteration 37Q: 3 clusters Score -597756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -597756.875000 Penalty: 4403.527344
	Iteration 38Q: 3 clusters Score -597756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -597756.937500 Penalty: 4403.527344
	Iteration 39Q: 3 clusters Score -597756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -597757.062500 Penalty: 4403.527344
	Iteration 40F: 3 clusters Score -597757.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -555601.375000 Penalty: 2093.143799
	Iteration 0F: 2 clusters Score -555601.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -551333.187500 Penalty: 4186.287598
	Iteration 0F: 3 clusters Score -551333.2 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -552390.250000 Penalty: 4186.287598
	Iteration 1F: 3 clusters Score -552390.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -552557.125000 Penalty: 4186.287598
	Iteration 2F: 3 clusters Score -552557.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -552644.750000 Penalty: 4186.287598
	Iteration 3Q: 3 clusters Score -552644.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -552733.312500 Penalty: 4186.287598
	Iteration 4Q: 3 clusters Score -552733.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -552813.312500 Penalty: 4186.287598
	Iteration 5Q: 3 clusters Score -552813.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -552866.812500 Penalty: 4186.287598
	Iteration 6Q: 3 clusters Score -552866.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -552919.625000 Penalty: 4186.287598
	Iteration 7Q: 3 clusters Score -552919.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -552974.875000 Penalty: 4186.287598
	Iteration 8Q: 3 clusters Score -552974.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -553021.375000 Penalty: 4186.287598
	Iteration 9Q: 3 clusters Score -553021.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -553061.750000 Penalty: 4186.287598
	Iteration 10Q: 3 clusters Score -553061.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -553103.562500 Penalty: 4186.287598
	Iteration 11Q: 3 clusters Score -553103.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -553148.937500 Penalty: 4186.287598
	Iteration 12Q: 3 clusters Score -553148.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -553195.187500 Penalty: 4186.287598
	Iteration 13Q: 3 clusters Score -553195.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -553231.562500 Penalty: 4186.287598
	Iteration 14Q: 3 clusters Score -553231.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -553263.062500 Penalty: 4186.287598
	Iteration 15Q: 3 clusters Score -553263.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -553286.375000 Penalty: 4186.287598
	Iteration 16Q: 3 clusters Score -553286.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -553305.687500 Penalty: 4186.287598
	Iteration 17Q: 3 clusters Score -553305.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -553325.812500 Penalty: 4186.287598
	Iteration 18Q: 3 clusters Score -553325.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -553340.125000 Penalty: 4186.287598
	Iteration 19Q: 3 clusters Score -553340.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -553358.000000 Penalty: 4186.287598
	Iteration 20F: 3 clusters Score -553358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -553368.625000 Penalty: 4186.287598
	Iteration 21Q: 3 clusters Score -553368.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -553380.812500 Penalty: 4186.287598
	Iteration 22Q: 3 clusters Score -553380.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -553396.437500 Penalty: 4186.287598
	Iteration 23Q: 3 clusters Score -553396.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -553408.875000 Penalty: 4186.287598
	Iteration 24Q: 3 clusters Score -553408.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -553420.937500 Penalty: 4186.287598
	Iteration 25Q: 3 clusters Score -553420.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -553431.875000 Penalty: 4186.287598
	Iteration 26Q: 3 clusters Score -553431.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -553439.125000 Penalty: 4186.287598
	Iteration 27Q: 3 clusters Score -553439.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -553448.375000 Penalty: 4186.287598
	Iteration 28Q: 3 clusters Score -553448.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -553456.375000 Penalty: 4186.287598
	Iteration 29Q: 3 clusters Score -553456.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -553462.375000 Penalty: 4186.287598
	Iteration 30Q: 3 clusters Score -553462.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -553470.562500 Penalty: 4186.287598
	Iteration 31Q: 3 clusters Score -553470.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -553480.000000 Penalty: 4186.287598
	Iteration 32Q: 3 clusters Score -553480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -553485.937500 Penalty: 4186.287598
	Iteration 33Q: 3 clusters Score -553485.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -553493.437500 Penalty: 4186.287598
	Iteration 34Q: 3 clusters Score -553493.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -553503.562500 Penalty: 4186.287598
	Iteration 35Q: 3 clusters Score -553503.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -553511.000000 Penalty: 4186.287598
	Iteration 36Q: 3 clusters Score -553511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -553518.187500 Penalty: 4186.287598
	Iteration 37Q: 3 clusters Score -553518.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -553524.250000 Penalty: 4186.287598
	Iteration 38Q: 3 clusters Score -553524.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -553528.875000 Penalty: 4186.287598
	Iteration 39Q: 3 clusters Score -553528.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -553535.750000 Penalty: 4186.287598
	Iteration 40F: 3 clusters Score -553535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -553543.437500 Penalty: 4186.287598
	Iteration 41Q: 3 clusters Score -553543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -553548.062500 Penalty: 4186.287598
	Iteration 42Q: 3 clusters Score -553548.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -553553.875000 Penalty: 4186.287598
	Iteration 43Q: 3 clusters Score -553553.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -553559.375000 Penalty: 4186.287598
	Iteration 44Q: 3 clusters Score -553559.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -553568.062500 Penalty: 4186.287598
	Iteration 45Q: 3 clusters Score -553568.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -553576.937500 Penalty: 4186.287598
	Iteration 46Q: 3 clusters Score -553576.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -553590.812500 Penalty: 4186.287598
	Iteration 47Q: 3 clusters Score -553590.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -553601.687500 Penalty: 4186.287598
	Iteration 48Q: 3 clusters Score -553601.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -553611.187500 Penalty: 4186.287598
	Iteration 49Q: 3 clusters Score -553611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -553615.625000 Penalty: 4186.287598
	Iteration 50Q: 3 clusters Score -553615.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -553622.625000 Penalty: 4186.287598
	Iteration 51Q: 3 clusters Score -553622.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -553633.125000 Penalty: 4186.287598
	Iteration 52Q: 3 clusters Score -553633.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -553641.937500 Penalty: 4186.287598
	Iteration 53Q: 3 clusters Score -553641.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -553650.437500 Penalty: 4186.287598
	Iteration 54Q: 3 clusters Score -553650.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -553657.187500 Penalty: 4186.287598
	Iteration 55Q: 3 clusters Score -553657.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -553665.000000 Penalty: 4186.287598
	Iteration 56Q: 3 clusters Score -553665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -553670.125000 Penalty: 4186.287598
	Iteration 57Q: 3 clusters Score -553670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -553673.875000 Penalty: 4186.287598
	Iteration 58Q: 3 clusters Score -553673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -553679.625000 Penalty: 4186.287598
	Iteration 59Q: 3 clusters Score -553679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -553685.375000 Penalty: 4186.287598
	Iteration 60F: 3 clusters Score -553685.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -553690.812500 Penalty: 4186.287598
	Iteration 61Q: 3 clusters Score -553690.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -553696.687500 Penalty: 4186.287598
	Iteration 62Q: 3 clusters Score -553696.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -553704.687500 Penalty: 4186.287598
	Iteration 63Q: 3 clusters Score -553704.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -553712.437500 Penalty: 4186.287598
	Iteration 64Q: 3 clusters Score -553712.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -553721.125000 Penalty: 4186.287598
	Iteration 65Q: 3 clusters Score -553721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -553724.375000 Penalty: 4186.287598
	Iteration 66Q: 3 clusters Score -553724.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -553733.000000 Penalty: 4186.287598
	Iteration 67Q: 3 clusters Score -553733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -553737.937500 Penalty: 4186.287598
	Iteration 68Q: 3 clusters Score -553737.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -553743.062500 Penalty: 4186.287598
	Iteration 69Q: 3 clusters Score -553743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -553746.750000 Penalty: 4186.287598
	Iteration 70Q: 3 clusters Score -553746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -553748.250000 Penalty: 4186.287598
	Iteration 71Q: 3 clusters Score -553748.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -553751.437500 Penalty: 4186.287598
	Iteration 72Q: 3 clusters Score -553751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -553753.812500 Penalty: 4186.287598
	Iteration 73Q: 3 clusters Score -553753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -553754.250000 Penalty: 4186.287598
	Iteration 74Q: 3 clusters Score -553754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -553756.500000 Penalty: 4186.287598
	Iteration 75Q: 3 clusters Score -553756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -553757.937500 Penalty: 4186.287598
	Iteration 76Q: 3 clusters Score -553757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -553761.812500 Penalty: 4186.287598
	Iteration 77Q: 3 clusters Score -553761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -553765.500000 Penalty: 4186.287598
	Iteration 78Q: 3 clusters Score -553765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -553766.625000 Penalty: 4186.287598
	Iteration 79Q: 3 clusters Score -553766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -553766.750000 Penalty: 4186.287598
	Iteration 80F: 3 clusters Score -553766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Entering Unmasked Estep 
Score: -982361.437500 Penalty: 2231.844482
	Iteration 0F: 2 clusters Score -982361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -975827.687500 Penalty: 4463.688965
	Iteration 0F: 3 clusters Score -975827.7 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -977688.000000 Penalty: 4463.688965
	Iteration 1F: 3 clusters Score -977688 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -977935.125000 Penalty: 4463.688965
	Iteration 2F: 3 clusters Score -977935.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -978095.250000 Penalty: 4463.688965
	Iteration 3Q: 3 clusters Score -978095.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -978204.250000 Penalty: 4463.688965
	Iteration 4Q: 3 clusters Score -978204.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -978282.687500 Penalty: 4463.688965
	Iteration 5Q: 3 clusters Score -978282.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -978350.312500 Penalty: 4463.688965
	Iteration 6Q: 3 clusters Score -978350.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -978405.125000 Penalty: 4463.688965
	Iteration 7Q: 3 clusters Score -978405.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -978485.312500 Penalty: 4463.688965
	Iteration 8Q: 3 clusters Score -978485.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -978574.000000 Penalty: 4463.688965
	Iteration 9Q: 3 clusters Score -978574 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -978673.500000 Penalty: 4463.688965
	Iteration 10Q: 3 clusters Score -978673.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -978788.062500 Penalty: 4463.688965
	Iteration 11Q: 3 clusters Score -978788.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -978936.375000 Penalty: 4463.688965
	Iteration 12Q: 3 clusters Score -978936.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -979087.312500 Penalty: 4463.688965
	Iteration 13Q: 3 clusters Score -979087.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -979255.875000 Penalty: 4463.688965
	Iteration 14Q: 3 clusters Score -979255.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -979431.125000 Penalty: 4463.688965
	Iteration 15Q: 3 clusters Score -979431.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -979598.437500 Penalty: 4463.688965
	Iteration 16Q: 3 clusters Score -979598.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -979742.062500 Penalty: 4463.688965
	Iteration 17Q: 3 clusters Score -979742.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -979859.937500 Penalty: 4463.688965
	Iteration 18Q: 3 clusters Score -979859.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -979954.437500 Penalty: 4463.688965
	Iteration 19Q: 3 clusters Score -979954.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -980030.750000 Penalty: 4463.688965
	Iteration 20F: 3 clusters Score -980030.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -980089.937500 Penalty: 4463.688965
	Iteration 21Q: 3 clusters Score -980089.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -980153.625000 Penalty: 4463.688965
	Iteration 22Q: 3 clusters Score -980153.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -980196.500000 Penalty: 4463.688965
	Iteration 23Q: 3 clusters Score -980196.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -980232.500000 Penalty: 4463.688965
	Iteration 24Q: 3 clusters Score -980232.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -980263.062500 Penalty: 4463.688965
	Iteration 25Q: 3 clusters Score -980263.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -980288.562500 Penalty: 4463.688965
	Iteration 26Q: 3 clusters Score -980288.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -980306.000000 Penalty: 4463.688965
	Iteration 27Q: 3 clusters Score -980306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -980323.125000 Penalty: 4463.688965
	Iteration 28Q: 3 clusters Score -980323.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -980334.375000 Penalty: 4463.688965
	Iteration 29Q: 3 clusters Score -980334.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -980342.875000 Penalty: 4463.688965
	Iteration 30Q: 3 clusters Score -980342.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -980355.000000 Penalty: 4463.688965
	Iteration 31Q: 3 clusters Score -980355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -980363.750000 Penalty: 4463.688965
	Iteration 32Q: 3 clusters Score -980363.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -980368.687500 Penalty: 4463.688965
	Iteration 33Q: 3 clusters Score -980368.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -980374.000000 Penalty: 4463.688965
	Iteration 34Q: 3 clusters Score -980374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -980378.375000 Penalty: 4463.688965
	Iteration 35Q: 3 clusters Score -980378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -980384.125000 Penalty: 4463.688965
	Iteration 36Q: 3 clusters Score -980384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -980387.125000 Penalty: 4463.688965
	Iteration 37Q: 3 clusters Score -980387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -980391.562500 Penalty: 4463.688965
	Iteration 38Q: 3 clusters Score -980391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -980393.687500 Penalty: 4463.688965
	Iteration 39Q: 3 clusters Score -980393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -980397.500000 Penalty: 4463.688965
	Iteration 40F: 3 clusters Score -980397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -980397.125000 Penalty: 4463.688965
	Iteration 41Q: 3 clusters Score -980397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -980398.562500 Penalty: 4463.688965
	Iteration 42Q: 3 clusters Score -980398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -980398.562500 Penalty: 4463.688965
	Iteration 43F: 3 clusters Score -980398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Entering Unmasked Estep 
Score: -732251.250000 Penalty: 2177.787598
	Iteration 0F: 2 clusters Score -732251.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -726856.312500 Penalty: 4355.575195
	Iteration 0F: 3 clusters Score -726856.3 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -728295.312500 Penalty: 4355.575195
	Iteration 1F: 3 clusters Score -728295.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -728519.812500 Penalty: 4355.575195
	Iteration 2F: 3 clusters Score -728519.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -728643.000000 Penalty: 4355.575195
	Iteration 3Q: 3 clusters Score -728643 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -728738.375000 Penalty: 4355.575195
	Iteration 4Q: 3 clusters Score -728738.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -728838.000000 Penalty: 4355.575195
	Iteration 5Q: 3 clusters Score -728838 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -728924.687500 Penalty: 4355.575195
	Iteration 6Q: 3 clusters Score -728924.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -729014.687500 Penalty: 4355.575195
	Iteration 7Q: 3 clusters Score -729014.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -729116.937500 Penalty: 4355.575195
	Iteration 8Q: 3 clusters Score -729116.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -729212.562500 Penalty: 4355.575195
	Iteration 9Q: 3 clusters Score -729212.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -729305.437500 Penalty: 4355.575195
	Iteration 10Q: 3 clusters Score -729305.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -729387.687500 Penalty: 4355.575195
	Iteration 11Q: 3 clusters Score -729387.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -729465.562500 Penalty: 4355.575195
	Iteration 12Q: 3 clusters Score -729465.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -729569.125000 Penalty: 4355.575195
	Iteration 13Q: 3 clusters Score -729569.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -729690.125000 Penalty: 4355.575195
	Iteration 14Q: 3 clusters Score -729690.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -729787.437500 Penalty: 4355.575195
	Iteration 15Q: 3 clusters Score -729787.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -729887.625000 Penalty: 4355.575195
	Iteration 16Q: 3 clusters Score -729887.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -729967.125000 Penalty: 4355.575195
	Iteration 17Q: 3 clusters Score -729967.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -730043.187500 Penalty: 4355.575195
	Iteration 18Q: 3 clusters Score -730043.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -730111.500000 Penalty: 4355.575195
	Iteration 19Q: 3 clusters Score -730111.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -730183.875000 Penalty: 4355.575195
	Iteration 20F: 3 clusters Score -730183.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -730233.875000 Penalty: 4355.575195
	Iteration 21Q: 3 clusters Score -730233.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -730284.125000 Penalty: 4355.575195
	Iteration 22Q: 3 clusters Score -730284.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -730328.937500 Penalty: 4355.575195
	Iteration 23Q: 3 clusters Score -730328.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -730361.125000 Penalty: 4355.575195
	Iteration 24Q: 3 clusters Score -730361.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -730385.937500 Penalty: 4355.575195
	Iteration 25Q: 3 clusters Score -730385.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -730414.125000 Penalty: 4355.575195
	Iteration 26Q: 3 clusters Score -730414.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -730444.562500 Penalty: 4355.575195
	Iteration 27Q: 3 clusters Score -730444.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -730475.375000 Penalty: 4355.575195
	Iteration 28Q: 3 clusters Score -730475.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -730500.687500 Penalty: 4355.575195
	Iteration 29Q: 3 clusters Score -730500.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -730521.125000 Penalty: 4355.575195
	Iteration 30Q: 3 clusters Score -730521.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -730541.875000 Penalty: 4355.575195
	Iteration 31Q: 3 clusters Score -730541.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -730554.562500 Penalty: 4355.575195
	Iteration 32Q: 3 clusters Score -730554.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -730570.500000 Penalty: 4355.575195
	Iteration 33Q: 3 clusters Score -730570.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -730581.750000 Penalty: 4355.575195
	Iteration 34Q: 3 clusters Score -730581.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -730591.937500 Penalty: 4355.575195
	Iteration 35Q: 3 clusters Score -730591.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -730601.562500 Penalty: 4355.575195
	Iteration 36Q: 3 clusters Score -730601.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -730609.312500 Penalty: 4355.575195
	Iteration 37Q: 3 clusters Score -730609.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -730616.062500 Penalty: 4355.575195
	Iteration 38Q: 3 clusters Score -730616.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -730622.312500 Penalty: 4355.575195
	Iteration 39Q: 3 clusters Score -730622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -730625.937500 Penalty: 4355.575195
	Iteration 40F: 3 clusters Score -730625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -730624.125000 Penalty: 4355.575195
	Iteration 41Q: 3 clusters Score -730624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -730627.562500 Penalty: 4355.575195
	Iteration 42Q: 3 clusters Score -730627.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -730629.375000 Penalty: 4355.575195
	Iteration 43Q: 3 clusters Score -730629.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -730632.750000 Penalty: 4355.575195
	Iteration 44Q: 3 clusters Score -730632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -730632.750000 Penalty: 4355.575195
	Iteration 45Q: 3 clusters Score -730632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -730633.625000 Penalty: 4355.575195
	Iteration 46Q: 3 clusters Score -730633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -730633.437500 Penalty: 4355.575195
	Iteration 47Q: 3 clusters Score -730633.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -730634.125000 Penalty: 4355.575195
	Iteration 48Q: 3 clusters Score -730634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -730634.125000 Penalty: 4355.575195
	Iteration 49F: 3 clusters Score -730634.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -708698.812500 Penalty: 2159.127686
	Iteration 0F: 2 clusters Score -708698.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -703603.312500 Penalty: 4318.255371
	Iteration 0F: 3 clusters Score -703603.3 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -705104.687500 Penalty: 4318.255371
	Iteration 1F: 3 clusters Score -705104.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -705544.750000 Penalty: 4318.255371
	Iteration 2F: 3 clusters Score -705544.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -705874.125000 Penalty: 4318.255371
	Iteration 3F: 3 clusters Score -705874.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -706165.750000 Penalty: 4318.255371
	Iteration 4F: 3 clusters Score -706165.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -706379.937500 Penalty: 4318.255371
	Iteration 5F: 3 clusters Score -706379.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -706560.687500 Penalty: 4318.255371
	Iteration 6Q: 3 clusters Score -706560.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -706699.750000 Penalty: 4318.255371
	Iteration 7Q: 3 clusters Score -706699.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -706804.312500 Penalty: 4318.255371
	Iteration 8Q: 3 clusters Score -706804.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -706871.437500 Penalty: 4318.255371
	Iteration 9Q: 3 clusters Score -706871.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -706921.437500 Penalty: 4318.255371
	Iteration 10Q: 3 clusters Score -706921.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -706959.500000 Penalty: 4318.255371
	Iteration 11Q: 3 clusters Score -706959.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -706982.812500 Penalty: 4318.255371
	Iteration 12Q: 3 clusters Score -706982.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -706999.000000 Penalty: 4318.255371
	Iteration 13Q: 3 clusters Score -706999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -707009.125000 Penalty: 4318.255371
	Iteration 14Q: 3 clusters Score -707009.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -707014.875000 Penalty: 4318.255371
	Iteration 15Q: 3 clusters Score -707014.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -707019.625000 Penalty: 4318.255371
	Iteration 16Q: 3 clusters Score -707019.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -707027.250000 Penalty: 4318.255371
	Iteration 17Q: 3 clusters Score -707027.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -707032.187500 Penalty: 4318.255371
	Iteration 18Q: 3 clusters Score -707032.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -707034.687500 Penalty: 4318.255371
	Iteration 19Q: 3 clusters Score -707034.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -707036.437500 Penalty: 4318.255371
	Iteration 20F: 3 clusters Score -707036.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -707039.312500 Penalty: 4318.255371
	Iteration 21Q: 3 clusters Score -707039.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -707040.375000 Penalty: 4318.255371
	Iteration 22Q: 3 clusters Score -707040.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -707042.375000 Penalty: 4318.255371
	Iteration 23Q: 3 clusters Score -707042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -707043.562500 Penalty: 4318.255371
	Iteration 24Q: 3 clusters Score -707043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -707045.187500 Penalty: 4318.255371
	Iteration 25Q: 3 clusters Score -707045.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -707047.500000 Penalty: 4318.255371
	Iteration 26Q: 3 clusters Score -707047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -707048.250000 Penalty: 4318.255371
	Iteration 27Q: 3 clusters Score -707048.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -707047.937500 Penalty: 4318.255371
	Iteration 28Q: 3 clusters Score -707047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -707050.625000 Penalty: 4318.255371
	Iteration 29Q: 3 clusters Score -707050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -707051.500000 Penalty: 4318.255371
	Iteration 30Q: 3 clusters Score -707051.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -707052.312500 Penalty: 4318.255371
	Iteration 31Q: 3 clusters Score -707052.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -707053.062500 Penalty: 4318.255371
	Iteration 32Q: 3 clusters Score -707053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -707054.937500 Penalty: 4318.255371
	Iteration 33Q: 3 clusters Score -707054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -707057.437500 Penalty: 4318.255371
	Iteration 34Q: 3 clusters Score -707057.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -707055.875000 Penalty: 4318.255371
	Iteration 35Q: 3 clusters Score -707055.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -707058.062500 Penalty: 4318.255371
	Iteration 36Q: 3 clusters Score -707058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -707059.062500 Penalty: 4318.255371
	Iteration 37Q: 3 clusters Score -707059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -707059.062500 Penalty: 4318.255371
	Iteration 38F: 3 clusters Score -707059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Entering Unmasked Estep 
Score: -619409.812500 Penalty: 2119.112549
	Iteration 0F: 2 clusters Score -619409.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -614832.312500 Penalty: 4238.225098
	Iteration 0F: 3 clusters Score -614832.3 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -616009.062500 Penalty: 4238.225098
	Iteration 1F: 3 clusters Score -616009.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -616277.687500 Penalty: 4238.225098
	Iteration 2F: 3 clusters Score -616277.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -616483.375000 Penalty: 4238.225098
	Iteration 3F: 3 clusters Score -616483.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -616674.687500 Penalty: 4238.225098
	Iteration 4F: 3 clusters Score -616674.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -616828.500000 Penalty: 4238.225098
	Iteration 5Q: 3 clusters Score -616828.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -616972.375000 Penalty: 4238.225098
	Iteration 6Q: 3 clusters Score -616972.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -617128.312500 Penalty: 4238.225098
	Iteration 7Q: 3 clusters Score -617128.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -617300.500000 Penalty: 4238.225098
	Iteration 8Q: 3 clusters Score -617300.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -617454.250000 Penalty: 4238.225098
	Iteration 9Q: 3 clusters Score -617454.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -617561.187500 Penalty: 4238.225098
	Iteration 10Q: 3 clusters Score -617561.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -617638.187500 Penalty: 4238.225098
	Iteration 11Q: 3 clusters Score -617638.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -617703.875000 Penalty: 4238.225098
	Iteration 12Q: 3 clusters Score -617703.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -617765.500000 Penalty: 4238.225098
	Iteration 13Q: 3 clusters Score -617765.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -617822.437500 Penalty: 4238.225098
	Iteration 14Q: 3 clusters Score -617822.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -617871.812500 Penalty: 4238.225098
	Iteration 15Q: 3 clusters Score -617871.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -617914.187500 Penalty: 4238.225098
	Iteration 16Q: 3 clusters Score -617914.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -617950.812500 Penalty: 4238.225098
	Iteration 17Q: 3 clusters Score -617950.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -617974.187500 Penalty: 4238.225098
	Iteration 18Q: 3 clusters Score -617974.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -617992.125000 Penalty: 4238.225098
	Iteration 19Q: 3 clusters Score -617992.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -618009.375000 Penalty: 4238.225098
	Iteration 20F: 3 clusters Score -618009.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -618026.562500 Penalty: 4238.225098
	Iteration 21Q: 3 clusters Score -618026.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -618041.000000 Penalty: 4238.225098
	Iteration 22Q: 3 clusters Score -618041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -618047.187500 Penalty: 4238.225098
	Iteration 23Q: 3 clusters Score -618047.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -618057.000000 Penalty: 4238.225098
	Iteration 24Q: 3 clusters Score -618057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -618061.562500 Penalty: 4238.225098
	Iteration 25Q: 3 clusters Score -618061.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -618068.125000 Penalty: 4238.225098
	Iteration 26Q: 3 clusters Score -618068.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -618071.000000 Penalty: 4238.225098
	Iteration 27Q: 3 clusters Score -618071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -618073.125000 Penalty: 4238.225098
	Iteration 28Q: 3 clusters Score -618073.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -618076.375000 Penalty: 4238.225098
	Iteration 29Q: 3 clusters Score -618076.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -618077.812500 Penalty: 4238.225098
	Iteration 30Q: 3 clusters Score -618077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -618078.875000 Penalty: 4238.225098
	Iteration 31Q: 3 clusters Score -618078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -618079.687500 Penalty: 4238.225098
	Iteration 32Q: 3 clusters Score -618079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -618081.437500 Penalty: 4238.225098
	Iteration 33Q: 3 clusters Score -618081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -618081.437500 Penalty: 4238.225098
	Iteration 34F: 3 clusters Score -618081.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Entering Unmasked Estep 
Score: -1312227.125000 Penalty: 2305.035400
	Iteration 0F: 2 clusters Score -1312227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1303983.000000 Penalty: 4610.070801
	Iteration 0F: 3 clusters Score -1303983 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1306423.125000 Penalty: 4610.070801
	Iteration 1F: 3 clusters Score -1306423 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1306808.500000 Penalty: 4610.070801
	Iteration 2F: 3 clusters Score -1306808 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1307145.750000 Penalty: 4610.070801
	Iteration 3F: 3 clusters Score -1307146 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1307438.000000 Penalty: 4610.070801
	Iteration 4F: 3 clusters Score -1307438 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1307686.750000 Penalty: 4610.070801
	Iteration 5Q: 3 clusters Score -1307687 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1307908.875000 Penalty: 4610.070801
	Iteration 6Q: 3 clusters Score -1307909 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1308112.500000 Penalty: 4610.070801
	Iteration 7Q: 3 clusters Score -1308112 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1308291.250000 Penalty: 4610.070801
	Iteration 8Q: 3 clusters Score -1308291 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1308456.750000 Penalty: 4610.070801
	Iteration 9Q: 3 clusters Score -1308457 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1308620.625000 Penalty: 4610.070801
	Iteration 10Q: 3 clusters Score -1308621 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1308764.625000 Penalty: 4610.070801
	Iteration 11Q: 3 clusters Score -1308765 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1308877.750000 Penalty: 4610.070801
	Iteration 12Q: 3 clusters Score -1308878 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1308995.500000 Penalty: 4610.070801
	Iteration 13Q: 3 clusters Score -1308996 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1309087.125000 Penalty: 4610.070801
	Iteration 14Q: 3 clusters Score -1309087 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1309167.250000 Penalty: 4610.070801
	Iteration 15Q: 3 clusters Score -1309167 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1309244.875000 Penalty: 4610.070801
	Iteration 16Q: 3 clusters Score -1309245 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1309321.125000 Penalty: 4610.070801
	Iteration 17Q: 3 clusters Score -1309321 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1309411.625000 Penalty: 4610.070801
	Iteration 18Q: 3 clusters Score -1309412 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1309484.750000 Penalty: 4610.070801
	Iteration 19Q: 3 clusters Score -1309485 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1309568.875000 Penalty: 4610.070801
	Iteration 20F: 3 clusters Score -1309569 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1309663.750000 Penalty: 4610.070801
	Iteration 21Q: 3 clusters Score -1309664 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1309761.625000 Penalty: 4610.070801
	Iteration 22Q: 3 clusters Score -1309762 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1309829.250000 Penalty: 4610.070801
	Iteration 23Q: 3 clusters Score -1309829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1309877.625000 Penalty: 4610.070801
	Iteration 24Q: 3 clusters Score -1309878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1309921.125000 Penalty: 4610.070801
	Iteration 25Q: 3 clusters Score -1309921 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1309959.125000 Penalty: 4610.070801
	Iteration 26Q: 3 clusters Score -1309959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1309993.250000 Penalty: 4610.070801
	Iteration 27Q: 3 clusters Score -1309993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1310025.875000 Penalty: 4610.070801
	Iteration 28Q: 3 clusters Score -1310026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1310046.750000 Penalty: 4610.070801
	Iteration 29Q: 3 clusters Score -1310047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1310070.125000 Penalty: 4610.070801
	Iteration 30Q: 3 clusters Score -1310070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1310103.375000 Penalty: 4610.070801
	Iteration 31Q: 3 clusters Score -1310103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1310112.125000 Penalty: 4610.070801
	Iteration 32Q: 3 clusters Score -1310112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1310129.125000 Penalty: 4610.070801
	Iteration 33Q: 3 clusters Score -1310129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1310139.250000 Penalty: 4610.070801
	Iteration 34Q: 3 clusters Score -1310139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1310145.500000 Penalty: 4610.070801
	Iteration 35Q: 3 clusters Score -1310146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1310146.875000 Penalty: 4610.070801
	Iteration 36Q: 3 clusters Score -1310147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1310154.875000 Penalty: 4610.070801
	Iteration 37Q: 3 clusters Score -1310155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1310154.125000 Penalty: 4610.070801
	Iteration 38Q: 3 clusters Score -1310154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1310157.375000 Penalty: 4610.070801
	Iteration 39Q: 3 clusters Score -1310157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1310159.250000 Penalty: 4610.070801
	Iteration 40F: 3 clusters Score -1310159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1310159.750000 Penalty: 4610.070801
	Iteration 41Q: 3 clusters Score -1310160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1310162.500000 Penalty: 4610.070801
	Iteration 42Q: 3 clusters Score -1310162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1310165.750000 Penalty: 4610.070801
	Iteration 43Q: 3 clusters Score -1310166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1310170.125000 Penalty: 4610.070801
	Iteration 44Q: 3 clusters Score -1310170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1310173.500000 Penalty: 4610.070801
	Iteration 45Q: 3 clusters Score -1310174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1310176.625000 Penalty: 4610.070801
	Iteration 46Q: 3 clusters Score -1310177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1310180.125000 Penalty: 4610.070801
	Iteration 47Q: 3 clusters Score -1310180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1310185.250000 Penalty: 4610.070801
	Iteration 48Q: 3 clusters Score -1310185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1310193.000000 Penalty: 4610.070801
	Iteration 49Q: 3 clusters Score -1310193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1310202.375000 Penalty: 4610.070801
	Iteration 50Q: 3 clusters Score -1310202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1310207.875000 Penalty: 4610.070801
	Iteration 51Q: 3 clusters Score -1310208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1310214.250000 Penalty: 4610.070801
	Iteration 52Q: 3 clusters Score -1310214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1310217.625000 Penalty: 4610.070801
	Iteration 53Q: 3 clusters Score -1310218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1310218.500000 Penalty: 4610.070801
	Iteration 54Q: 3 clusters Score -1310218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1310217.250000 Penalty: 4610.070801
	Iteration 55Q: 3 clusters Score -1310217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1310219.000000 Penalty: 4610.070801
	Iteration 56Q: 3 clusters Score -1310219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1310220.375000 Penalty: 4610.070801
	Iteration 57Q: 3 clusters Score -1310220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1310223.375000 Penalty: 4610.070801
	Iteration 58Q: 3 clusters Score -1310223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1310223.375000 Penalty: 4610.070801
	Iteration 59F: 3 clusters Score -1310223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Entering Unmasked Estep 
Score: -1243490.875000 Penalty: 2289.973389
	Iteration 0F: 2 clusters Score -1243491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1235656.625000 Penalty: 4579.946777
	Iteration 0F: 3 clusters Score -1235657 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1237950.000000 Penalty: 4579.946777
	Iteration 1F: 3 clusters Score -1237950 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1238385.625000 Penalty: 4579.946777
	Iteration 2F: 3 clusters Score -1238386 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1238762.250000 Penalty: 4579.946777
	Iteration 3F: 3 clusters Score -1238762 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1239189.625000 Penalty: 4579.946777
	Iteration 4F: 3 clusters Score -1239190 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1239608.625000 Penalty: 4579.946777
	Iteration 5F: 3 clusters Score -1239609 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1240074.125000 Penalty: 4579.946777
	Iteration 6F: 3 clusters Score -1240074 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1240593.500000 Penalty: 4579.946777
	Iteration 7F: 3 clusters Score -1240594 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1241251.500000 Penalty: 4579.946777
	Iteration 8F: 3 clusters Score -1241252 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1242087.125000 Penalty: 4579.946777
	Iteration 9F: 3 clusters Score -1242087 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1242766.625000 Penalty: 4579.946777
	Iteration 10Q: 3 clusters Score -1242767 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1243128.875000 Penalty: 4579.946777
	Iteration 11Q: 3 clusters Score -1243129 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1243252.500000 Penalty: 4579.946777
	Iteration 12Q: 3 clusters Score -1243252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1243296.250000 Penalty: 4579.946777
	Iteration 13Q: 3 clusters Score -1243296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1243310.875000 Penalty: 4579.946777
	Iteration 14Q: 3 clusters Score -1243311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1243321.625000 Penalty: 4579.946777
	Iteration 15Q: 3 clusters Score -1243322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1243325.500000 Penalty: 4579.946777
	Iteration 16Q: 3 clusters Score -1243326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1243327.375000 Penalty: 4579.946777
	Iteration 17Q: 3 clusters Score -1243327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1243333.625000 Penalty: 4579.946777
	Iteration 18Q: 3 clusters Score -1243334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1243334.375000 Penalty: 4579.946777
	Iteration 19Q: 3 clusters Score -1243334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1243331.000000 Penalty: 4579.946777
	Iteration 20F: 3 clusters Score -1243331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1243333.750000 Penalty: 4579.946777
	Iteration 21Q: 3 clusters Score -1243334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1243331.500000 Penalty: 4579.946777
	Iteration 22Q: 3 clusters Score -1243332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1243332.000000 Penalty: 4579.946777
	Iteration 23Q: 3 clusters Score -1243332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1243332.000000 Penalty: 4579.946777
	Iteration 24F: 3 clusters Score -1243332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -176254.656250 Penalty: 1804.242676
	Iteration 0F: 2 clusters Score -176254.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -174028.734375 Penalty: 3608.485352
	Iteration 0F: 3 clusters Score -174028.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -174348.171875 Penalty: 3608.485352
	Iteration 1F: 3 clusters Score -174348.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174435.890625 Penalty: 3608.485352
	Iteration 2F: 3 clusters Score -174435.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174489.265625 Penalty: 3608.485352
	Iteration 3Q: 3 clusters Score -174489.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -174520.281250 Penalty: 3608.485352
	Iteration 4Q: 3 clusters Score -174520.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -174537.484375 Penalty: 3608.485352
	Iteration 5Q: 3 clusters Score -174537.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -174546.171875 Penalty: 3608.485352
	Iteration 6Q: 3 clusters Score -174546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -174551.625000 Penalty: 3608.485352
	Iteration 7Q: 3 clusters Score -174551.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -174557.437500 Penalty: 3608.485352
	Iteration 8Q: 3 clusters Score -174557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -174565.375000 Penalty: 3608.485352
	Iteration 9Q: 3 clusters Score -174565.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -174573.703125 Penalty: 3608.485352
	Iteration 10Q: 3 clusters Score -174573.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -174580.390625 Penalty: 3608.485352
	Iteration 11Q: 3 clusters Score -174580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -174586.203125 Penalty: 3608.485352
	Iteration 12Q: 3 clusters Score -174586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -174589.203125 Penalty: 3608.485352
	Iteration 13Q: 3 clusters Score -174589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -174591.062500 Penalty: 3608.485352
	Iteration 14Q: 3 clusters Score -174591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -174594.031250 Penalty: 3608.485352
	Iteration 15Q: 3 clusters Score -174594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -174597.968750 Penalty: 3608.485352
	Iteration 16Q: 3 clusters Score -174598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -174597.968750 Penalty: 3608.485352
	Iteration 17F: 3 clusters Score -174598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -715528.562500 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -715528.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -710348.062500 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -710348.1 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -711729.937500 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -711729.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -711948.312500 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -711948.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -712117.562500 Penalty: 4310.808594
	Iteration 3Q: 3 clusters Score -712117.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -712263.312500 Penalty: 4310.808594
	Iteration 4Q: 3 clusters Score -712263.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -712411.062500 Penalty: 4310.808594
	Iteration 5Q: 3 clusters Score -712411.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -712554.125000 Penalty: 4310.808594
	Iteration 6Q: 3 clusters Score -712554.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -712711.812500 Penalty: 4310.808594
	Iteration 7Q: 3 clusters Score -712711.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -712872.937500 Penalty: 4310.808594
	Iteration 8Q: 3 clusters Score -712872.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -713024.312500 Penalty: 4310.808594
	Iteration 9Q: 3 clusters Score -713024.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -713139.937500 Penalty: 4310.808594
	Iteration 10Q: 3 clusters Score -713139.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -713224.937500 Penalty: 4310.808594
	Iteration 11Q: 3 clusters Score -713224.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -713290.062500 Penalty: 4310.808594
	Iteration 12Q: 3 clusters Score -713290.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -713361.625000 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -713361.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -713437.062500 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -713437.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -713527.250000 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -713527.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -713628.187500 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -713628.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -713734.812500 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -713734.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -713841.437500 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -713841.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -713936.250000 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -713936.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -714001.812500 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -714001.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -714043.750000 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -714043.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -714076.875000 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -714076.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -714104.875000 Penalty: 4310.808594
	Iteration 23Q: 3 clusters Score -714104.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -714117.375000 Penalty: 4310.808594
	Iteration 24Q: 3 clusters Score -714117.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -714126.500000 Penalty: 4310.808594
	Iteration 25Q: 3 clusters Score -714126.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -714133.250000 Penalty: 4310.808594
	Iteration 26Q: 3 clusters Score -714133.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -714136.687500 Penalty: 4310.808594
	Iteration 27Q: 3 clusters Score -714136.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -714143.125000 Penalty: 4310.808594
	Iteration 28Q: 3 clusters Score -714143.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -714145.687500 Penalty: 4310.808594
	Iteration 29Q: 3 clusters Score -714145.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -714150.812500 Penalty: 4310.808594
	Iteration 30Q: 3 clusters Score -714150.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -714153.687500 Penalty: 4310.808594
	Iteration 31Q: 3 clusters Score -714153.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -714159.250000 Penalty: 4310.808594
	Iteration 32Q: 3 clusters Score -714159.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -714162.250000 Penalty: 4310.808594
	Iteration 33Q: 3 clusters Score -714162.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -714166.062500 Penalty: 4310.808594
	Iteration 34Q: 3 clusters Score -714166.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -714165.687500 Penalty: 4310.808594
	Iteration 35Q: 3 clusters Score -714165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -714168.875000 Penalty: 4310.808594
	Iteration 36Q: 3 clusters Score -714168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -714169.687500 Penalty: 4310.808594
	Iteration 37Q: 3 clusters Score -714169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -714170.687500 Penalty: 4310.808594
	Iteration 38Q: 3 clusters Score -714170.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -714172.375000 Penalty: 4310.808594
	Iteration 39Q: 3 clusters Score -714172.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -714175.687500 Penalty: 4310.808594
	Iteration 40F: 3 clusters Score -714175.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -714176.250000 Penalty: 4310.808594
	Iteration 41Q: 3 clusters Score -714176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -714176.750000 Penalty: 4310.808594
	Iteration 42Q: 3 clusters Score -714176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -714177.625000 Penalty: 4310.808594
	Iteration 43Q: 3 clusters Score -714177.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -714178.187500 Penalty: 4310.808594
	Iteration 44Q: 3 clusters Score -714178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -714179.125000 Penalty: 4310.808594
	Iteration 45Q: 3 clusters Score -714179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -714180.187500 Penalty: 4310.808594
	Iteration 46Q: 3 clusters Score -714180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -714179.687500 Penalty: 4310.808594
	Iteration 47Q: 3 clusters Score -714179.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -714179.687500 Penalty: 4310.808594
	Iteration 48Q: 3 clusters Score -714179.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -714179.687500 Penalty: 4310.808594
	Iteration 49F: 3 clusters Score -714179.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Entering Unmasked Estep 
Score: -1105313.875000 Penalty: 2263.782227
	Iteration 0F: 2 clusters Score -1105314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1098157.625000 Penalty: 4527.564453
	Iteration 0F: 3 clusters Score -1098158 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1100404.750000 Penalty: 4527.564453
	Iteration 1F: 3 clusters Score -1100405 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1100807.375000 Penalty: 4527.564453
	Iteration 2F: 3 clusters Score -1100807 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1101149.000000 Penalty: 4527.564453
	Iteration 3F: 3 clusters Score -1101149 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1101443.625000 Penalty: 4527.564453
	Iteration 4F: 3 clusters Score -1101444 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1101699.750000 Penalty: 4527.564453
	Iteration 5F: 3 clusters Score -1101700 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1101929.750000 Penalty: 4527.564453
	Iteration 6Q: 3 clusters Score -1101930 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1102091.250000 Penalty: 4527.564453
	Iteration 7Q: 3 clusters Score -1102091 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1102214.375000 Penalty: 4527.564453
	Iteration 8Q: 3 clusters Score -1102214 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1102301.250000 Penalty: 4527.564453
	Iteration 9Q: 3 clusters Score -1102301 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1102374.875000 Penalty: 4527.564453
	Iteration 10Q: 3 clusters Score -1102375 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1102432.500000 Penalty: 4527.564453
	Iteration 11Q: 3 clusters Score -1102432 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1102475.250000 Penalty: 4527.564453
	Iteration 12Q: 3 clusters Score -1102475 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1102510.375000 Penalty: 4527.564453
	Iteration 13Q: 3 clusters Score -1102510 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1102532.125000 Penalty: 4527.564453
	Iteration 14Q: 3 clusters Score -1102532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1102549.250000 Penalty: 4527.564453
	Iteration 15Q: 3 clusters Score -1102549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1102561.625000 Penalty: 4527.564453
	Iteration 16Q: 3 clusters Score -1102562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1102566.625000 Penalty: 4527.564453
	Iteration 17Q: 3 clusters Score -1102567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1102575.000000 Penalty: 4527.564453
	Iteration 18Q: 3 clusters Score -1102575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1102582.000000 Penalty: 4527.564453
	Iteration 19Q: 3 clusters Score -1102582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1102593.375000 Penalty: 4527.564453
	Iteration 20F: 3 clusters Score -1102593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1102602.125000 Penalty: 4527.564453
	Iteration 21Q: 3 clusters Score -1102602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1102614.000000 Penalty: 4527.564453
	Iteration 22Q: 3 clusters Score -1102614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1102629.875000 Penalty: 4527.564453
	Iteration 23Q: 3 clusters Score -1102630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1102638.375000 Penalty: 4527.564453
	Iteration 24Q: 3 clusters Score -1102638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1102646.875000 Penalty: 4527.564453
	Iteration 25Q: 3 clusters Score -1102647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1102656.625000 Penalty: 4527.564453
	Iteration 26Q: 3 clusters Score -1102657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1102665.500000 Penalty: 4527.564453
	Iteration 27Q: 3 clusters Score -1102666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1102670.500000 Penalty: 4527.564453
	Iteration 28Q: 3 clusters Score -1102670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1102679.625000 Penalty: 4527.564453
	Iteration 29Q: 3 clusters Score -1102680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1102686.500000 Penalty: 4527.564453
	Iteration 30Q: 3 clusters Score -1102686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1102691.500000 Penalty: 4527.564453
	Iteration 31Q: 3 clusters Score -1102692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1102697.250000 Penalty: 4527.564453
	Iteration 32Q: 3 clusters Score -1102697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1102702.250000 Penalty: 4527.564453
	Iteration 33Q: 3 clusters Score -1102702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1102711.125000 Penalty: 4527.564453
	Iteration 34Q: 3 clusters Score -1102711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1102715.875000 Penalty: 4527.564453
	Iteration 35Q: 3 clusters Score -1102716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1102724.125000 Penalty: 4527.564453
	Iteration 36Q: 3 clusters Score -1102724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1102728.000000 Penalty: 4527.564453
	Iteration 37Q: 3 clusters Score -1102728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1102733.375000 Penalty: 4527.564453
	Iteration 38Q: 3 clusters Score -1102733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1102738.375000 Penalty: 4527.564453
	Iteration 39Q: 3 clusters Score -1102738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1102742.875000 Penalty: 4527.564453
	Iteration 40F: 3 clusters Score -1102743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1102749.000000 Penalty: 4527.564453
	Iteration 41Q: 3 clusters Score -1102749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1102756.125000 Penalty: 4527.564453
	Iteration 42Q: 3 clusters Score -1102756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1102762.250000 Penalty: 4527.564453
	Iteration 43Q: 3 clusters Score -1102762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1102766.125000 Penalty: 4527.564453
	Iteration 44Q: 3 clusters Score -1102766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1102775.500000 Penalty: 4527.564453
	Iteration 45Q: 3 clusters Score -1102776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1102779.750000 Penalty: 4527.564453
	Iteration 46Q: 3 clusters Score -1102780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1102782.875000 Penalty: 4527.564453
	Iteration 47Q: 3 clusters Score -1102783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1102794.125000 Penalty: 4527.564453
	Iteration 48Q: 3 clusters Score -1102794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1102796.500000 Penalty: 4527.564453
	Iteration 49Q: 3 clusters Score -1102796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1102802.125000 Penalty: 4527.564453
	Iteration 50Q: 3 clusters Score -1102802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1102808.250000 Penalty: 4527.564453
	Iteration 51Q: 3 clusters Score -1102808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1102812.500000 Penalty: 4527.564453
	Iteration 52Q: 3 clusters Score -1102812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1102816.500000 Penalty: 4527.564453
	Iteration 53Q: 3 clusters Score -1102816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1102819.250000 Penalty: 4527.564453
	Iteration 54Q: 3 clusters Score -1102819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1102824.125000 Penalty: 4527.564453
	Iteration 55Q: 3 clusters Score -1102824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1102824.625000 Penalty: 4527.564453
	Iteration 56Q: 3 clusters Score -1102825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1102825.500000 Penalty: 4527.564453
	Iteration 57Q: 3 clusters Score -1102826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1102826.625000 Penalty: 4527.564453
	Iteration 58Q: 3 clusters Score -1102827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1102826.750000 Penalty: 4527.564453
	Iteration 59Q: 3 clusters Score -1102827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1102825.375000 Penalty: 4527.564453
	Iteration 60F: 3 clusters Score -1102825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1102829.000000 Penalty: 4527.564453
	Iteration 61Q: 3 clusters Score -1102829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1102835.375000 Penalty: 4527.564453
	Iteration 62Q: 3 clusters Score -1102835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1102836.750000 Penalty: 4527.564453
	Iteration 63Q: 3 clusters Score -1102837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1102841.375000 Penalty: 4527.564453
	Iteration 64Q: 3 clusters Score -1102841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1102844.625000 Penalty: 4527.564453
	Iteration 65Q: 3 clusters Score -1102845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1102843.500000 Penalty: 4527.564453
	Iteration 66Q: 3 clusters Score -1102844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1102842.750000 Penalty: 4527.564453
	Iteration 67Q: 3 clusters Score -1102843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1102845.250000 Penalty: 4527.564453
	Iteration 68Q: 3 clusters Score -1102845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1102845.250000 Penalty: 4527.564453
	Iteration 69Q: 3 clusters Score -1102845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1102848.375000 Penalty: 4527.564453
	Iteration 70Q: 3 clusters Score -1102848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1102852.000000 Penalty: 4527.564453
	Iteration 71Q: 3 clusters Score -1102852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1102855.125000 Penalty: 4527.564453
	Iteration 72Q: 3 clusters Score -1102855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1102856.625000 Penalty: 4527.564453
	Iteration 73Q: 3 clusters Score -1102857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1102856.125000 Penalty: 4527.564453
	Iteration 74Q: 3 clusters Score -1102856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1102857.375000 Penalty: 4527.564453
	Iteration 75Q: 3 clusters Score -1102857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1102856.625000 Penalty: 4527.564453
	Iteration 76Q: 3 clusters Score -1102857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1102858.375000 Penalty: 4527.564453
	Iteration 77Q: 3 clusters Score -1102858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1102857.625000 Penalty: 4527.564453
	Iteration 78Q: 3 clusters Score -1102858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1102857.625000 Penalty: 4527.564453
	Iteration 79F: 3 clusters Score -1102858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Entering Unmasked Estep 
Score: -753164.000000 Penalty: 2166.649414
	Iteration 0F: 2 clusters Score -753164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -747891.312500 Penalty: 4333.298828
	Iteration 0F: 3 clusters Score -747891.3 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -749267.187500 Penalty: 4333.298828
	Iteration 1F: 3 clusters Score -749267.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -749646.687500 Penalty: 4333.298828
	Iteration 2F: 3 clusters Score -749646.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -749958.812500 Penalty: 4333.298828
	Iteration 3F: 3 clusters Score -749958.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -750226.812500 Penalty: 4333.298828
	Iteration 4F: 3 clusters Score -750226.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -750458.187500 Penalty: 4333.298828
	Iteration 5Q: 3 clusters Score -750458.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -750635.937500 Penalty: 4333.298828
	Iteration 6Q: 3 clusters Score -750635.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -750799.125000 Penalty: 4333.298828
	Iteration 7Q: 3 clusters Score -750799.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -750952.500000 Penalty: 4333.298828
	Iteration 8Q: 3 clusters Score -750952.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -751112.562500 Penalty: 4333.298828
	Iteration 9Q: 3 clusters Score -751112.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -751254.937500 Penalty: 4333.298828
	Iteration 10Q: 3 clusters Score -751254.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -751381.500000 Penalty: 4333.298828
	Iteration 11Q: 3 clusters Score -751381.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -751495.375000 Penalty: 4333.298828
	Iteration 12Q: 3 clusters Score -751495.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -751568.875000 Penalty: 4333.298828
	Iteration 13Q: 3 clusters Score -751568.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -751625.687500 Penalty: 4333.298828
	Iteration 14Q: 3 clusters Score -751625.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -751666.437500 Penalty: 4333.298828
	Iteration 15Q: 3 clusters Score -751666.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -751695.062500 Penalty: 4333.298828
	Iteration 16Q: 3 clusters Score -751695.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -751713.937500 Penalty: 4333.298828
	Iteration 17Q: 3 clusters Score -751713.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -751727.750000 Penalty: 4333.298828
	Iteration 18Q: 3 clusters Score -751727.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -751736.062500 Penalty: 4333.298828
	Iteration 19Q: 3 clusters Score -751736.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -751745.937500 Penalty: 4333.298828
	Iteration 20F: 3 clusters Score -751745.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -751758.312500 Penalty: 4333.298828
	Iteration 21Q: 3 clusters Score -751758.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -751770.062500 Penalty: 4333.298828
	Iteration 22Q: 3 clusters Score -751770.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -751780.187500 Penalty: 4333.298828
	Iteration 23Q: 3 clusters Score -751780.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -751789.812500 Penalty: 4333.298828
	Iteration 24Q: 3 clusters Score -751789.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -751797.500000 Penalty: 4333.298828
	Iteration 25Q: 3 clusters Score -751797.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -751806.187500 Penalty: 4333.298828
	Iteration 26Q: 3 clusters Score -751806.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -751812.125000 Penalty: 4333.298828
	Iteration 27Q: 3 clusters Score -751812.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -751820.187500 Penalty: 4333.298828
	Iteration 28Q: 3 clusters Score -751820.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -751821.375000 Penalty: 4333.298828
	Iteration 29Q: 3 clusters Score -751821.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -751823.687500 Penalty: 4333.298828
	Iteration 30Q: 3 clusters Score -751823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -751824.000000 Penalty: 4333.298828
	Iteration 31Q: 3 clusters Score -751824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -751822.437500 Penalty: 4333.298828
	Iteration 32Q: 3 clusters Score -751822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -751825.062500 Penalty: 4333.298828
	Iteration 33Q: 3 clusters Score -751825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -751826.562500 Penalty: 4333.298828
	Iteration 34Q: 3 clusters Score -751826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -751827.937500 Penalty: 4333.298828
	Iteration 35Q: 3 clusters Score -751827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -751828.937500 Penalty: 4333.298828
	Iteration 36Q: 3 clusters Score -751828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -751829.000000 Penalty: 4333.298828
	Iteration 37Q: 3 clusters Score -751829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -751828.937500 Penalty: 4333.298828
	Iteration 38Q: 3 clusters Score -751828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -751828.687500 Penalty: 4333.298828
	Iteration 39Q: 3 clusters Score -751828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -751828.687500 Penalty: 4333.298828
	Iteration 40F: 3 clusters Score -751828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16824 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 9607 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 14332 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 21505 members 
Mstep: Class 12 contains 14954 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8219 members 
Mstep: Class 18 contains 18923 members 
Mstep: Class 19 contains 31970 members 
Mstep: Class 20 contains 17286 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 2716 members 
Mstep: Class 23 contains 7177 members 
Mstep: Class 24 contains 7173 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 26 contains 8098 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 6040 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10878 members 
Mstep: Class 31 contains 10237 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5950 members 
Mstep: Class 34 contains 9211 members 
Mstep: Class 35 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35707956.000000 Penalty: 113205.929688
Iteration 199Q: 37 clusters Score -3.570796e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17146 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 9620 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14336 members 
Mstep: Class 8 contains 7000 members 
Mstep: Class 9 contains 10258 members 
Mstep: Class 10 contains 10589 members 
Mstep: Class 11 contains 21199 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 11421 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8285 members 
Mstep: Class 18 contains 18899 members 
Mstep: Class 19 contains 32422 members 
Mstep: Class 20 contains 17135 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 7181 members 
Mstep: Class 24 contains 7173 members 
Mstep: Class 25 contains 4644 members 
Mstep: Class 26 contains 8066 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 6041 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10885 members 
Mstep: Class 31 contains 10421 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5950 members 
Mstep: Class 34 contains 9212 members 
Mstep: Class 35 contains 6229 members 
Mstep: Class 36 contains 15262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35708932.000000 Penalty: 113205.929688
Iteration 200F: 37 clusters Score -3.570893e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 17428 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 9623 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 14325 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 10260 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 20905 members 
Mstep: Class 12 contains 14966 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8240 members 
Mstep: Class 18 contains 18861 members 
Mstep: Class 19 contains 32579 members 
Mstep: Class 20 contains 17042 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 7176 members 
Mstep: Class 24 contains 7173 members 
Mstep: Class 25 contains 4657 members 
Mstep: Class 26 contains 8045 members 
Mstep: Class 27 contains 6503 members 
Mstep: Class 28 contains 6036 members 
Mstep: Class 29 contains 5140 members 
Mstep: Class 30 contains 10889 members 
Mstep: Class 31 contains 10395 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5951 members 
Mstep: Class 34 contains 9216 members 
Mstep: Class 35 contains 6228 members 
Mstep: Class 36 contains 15362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709416.000000 Penalty: 113205.929688
Iteration 201Q: 37 clusters Score -3.570942e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 17686 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 5188 members 
Mstep: Class 5 contains 9612 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 14325 members 
Mstep: Class 8 contains 7008 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10603 members 
Mstep: Class 11 contains 20671 members 
Mstep: Class 12 contains 14964 members 
Mstep: Class 13 contains 2489 members 
Mstep: Class 14 contains 11448 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8227 members 
Mstep: Class 18 contains 18823 members 
Mstep: Class 19 contains 32752 members 
Mstep: Class 20 contains 16940 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 2718 members 
Mstep: Class 23 contains 7170 members 
Mstep: Class 24 contains 7175 members 
Mstep: Class 25 contains 4673 members 
Mstep: Class 26 contains 8024 members 
Mstep: Class 27 contains 6489 members 
Mstep: Class 28 contains 6030 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10891 members 
Mstep: Class 31 contains 10388 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5951 members 
Mstep: Class 34 contains 9229 members 
Mstep: Class 35 contains 6231 members 
Mstep: Class 36 contains 15343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709648.000000 Penalty: 113205.929688
Iteration 202Q: 37 clusters Score -3.570965e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 17893 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 5174 members 
Mstep: Class 5 contains 9607 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 20478 members 
Mstep: Class 12 contains 14961 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 8224 members 
Mstep: Class 18 contains 18794 members 
Mstep: Class 19 contains 32888 members 
Mstep: Class 20 contains 16864 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 7161 members 
Mstep: Class 24 contains 7179 members 
Mstep: Class 25 contains 4689 members 
Mstep: Class 26 contains 8013 members 
Mstep: Class 27 contains 6465 members 
Mstep: Class 28 contains 6025 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10901 members 
Mstep: Class 31 contains 10379 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5952 members 
Mstep: Class 34 contains 9234 members 
Mstep: Class 35 contains 6234 members 
Mstep: Class 36 contains 15326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709800.000000 Penalty: 113205.929688
Iteration 203Q: 37 clusters Score -3.57098e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18076 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 5161 members 
Mstep: Class 5 contains 9606 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14324 members 
Mstep: Class 8 contains 7028 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10618 members 
Mstep: Class 11 contains 20309 members 
Mstep: Class 12 contains 14958 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8228 members 
Mstep: Class 18 contains 18773 members 
Mstep: Class 19 contains 33023 members 
Mstep: Class 20 contains 16792 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 2721 members 
Mstep: Class 23 contains 7151 members 
Mstep: Class 24 contains 7181 members 
Mstep: Class 25 contains 4698 members 
Mstep: Class 26 contains 8006 members 
Mstep: Class 27 contains 6429 members 
Mstep: Class 28 contains 6023 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10907 members 
Mstep: Class 31 contains 10359 members 
Mstep: Class 32 contains 1444 members 
Mstep: Class 33 contains 5953 members 
Mstep: Class 34 contains 9248 members 
Mstep: Class 35 contains 6238 members 
Mstep: Class 36 contains 15303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709828.000000 Penalty: 113205.929688
Iteration 204Q: 37 clusters Score -3.570983e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18248 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 9605 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14312 members 
Mstep: Class 8 contains 7036 members 
Mstep: Class 9 contains 10273 members 
Mstep: Class 10 contains 10629 members 
Mstep: Class 11 contains 20181 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8242 members 
Mstep: Class 18 contains 18746 members 
Mstep: Class 19 contains 33126 members 
Mstep: Class 20 contains 16705 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 2722 members 
Mstep: Class 23 contains 7140 members 
Mstep: Class 24 contains 7184 members 
Mstep: Class 25 contains 4708 members 
Mstep: Class 26 contains 8003 members 
Mstep: Class 27 contains 6397 members 
Mstep: Class 28 contains 6023 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10918 members 
Mstep: Class 31 contains 10349 members 
Mstep: Class 32 contains 1443 members 
Mstep: Class 33 contains 5953 members 
Mstep: Class 34 contains 9259 members 
Mstep: Class 35 contains 6240 members 
Mstep: Class 36 contains 15278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709992.000000 Penalty: 113205.929688
Iteration 205Q: 37 clusters Score -3.570999e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18392 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 5132 members 
Mstep: Class 5 contains 9603 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14313 members 
Mstep: Class 8 contains 7052 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 20080 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8260 members 
Mstep: Class 18 contains 18721 members 
Mstep: Class 19 contains 33233 members 
Mstep: Class 20 contains 16627 members 
Mstep: Class 21 contains 759 members 
Mstep: Class 22 contains 2722 members 
Mstep: Class 23 contains 7136 members 
Mstep: Class 24 contains 7186 members 
Mstep: Class 25 contains 4716 members 
Mstep: Class 26 contains 7997 members 
Mstep: Class 27 contains 6353 members 
Mstep: Class 28 contains 6023 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10924 members 
Mstep: Class 31 contains 10348 members 
Mstep: Class 32 contains 1443 members 
Mstep: Class 33 contains 5953 members 
Mstep: Class 34 contains 9264 members 
Mstep: Class 35 contains 6242 members 
Mstep: Class 36 contains 15250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710024.000000 Penalty: 113205.929688
Iteration 206Q: 37 clusters Score -3.571002e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 18517 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5121 members 
Mstep: Class 5 contains 9606 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14307 members 
Mstep: Class 8 contains 7070 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 19974 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11481 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 8278 members 
Mstep: Class 18 contains 18688 members 
Mstep: Class 19 contains 33337 members 
Mstep: Class 20 contains 16558 members 
Mstep: Class 21 contains 758 members 
Mstep: Class 22 contains 2722 members 
Mstep: Class 23 contains 7139 members 
Mstep: Class 24 contains 7189 members 
Mstep: Class 25 contains 4724 members 
Mstep: Class 26 contains 7990 members 
Mstep: Class 27 contains 6318 members 
Mstep: Class 28 contains 6023 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10929 members 
Mstep: Class 31 contains 10329 members 
Mstep: Class 32 contains 1443 members 
Mstep: Class 33 contains 5954 members 
Mstep: Class 34 contains 9271 members 
Mstep: Class 35 contains 6244 members 
Mstep: Class 36 contains 15232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710092.000000 Penalty: 113205.929688
Iteration 207Q: 37 clusters Score -3.571009e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18631 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5109 members 
Mstep: Class 5 contains 9605 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 14307 members 
Mstep: Class 8 contains 7093 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 10622 members 
Mstep: Class 11 contains 19892 members 
Mstep: Class 12 contains 14956 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 8286 members 
Mstep: Class 18 contains 18670 members 
Mstep: Class 19 contains 33417 members 
Mstep: Class 20 contains 16494 members 
Mstep: Class 21 contains 756 members 
Mstep: Class 22 contains 2722 members 
Mstep: Class 23 contains 7132 members 
Mstep: Class 24 contains 7191 members 
Mstep: Class 25 contains 4723 members 
Mstep: Class 26 contains 7988 members 
Mstep: Class 27 contains 6293 members 
Mstep: Class 28 contains 6021 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10938 members 
Mstep: Class 31 contains 10320 members 
Mstep: Class 32 contains 1443 members 
Mstep: Class 33 contains 5957 members 
Mstep: Class 34 contains 9278 members 
Mstep: Class 35 contains 6245 members 
Mstep: Class 36 contains 15214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710116.000000 Penalty: 113205.929688
Iteration 208Q: 37 clusters Score -3.571012e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18758 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 9601 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 10622 members 
Mstep: Class 11 contains 19827 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 8304 members 
Mstep: Class 18 contains 18645 members 
Mstep: Class 19 contains 33480 members 
Mstep: Class 20 contains 16421 members 
Mstep: Class 21 contains 756 members 
Mstep: Class 22 contains 2721 members 
Mstep: Class 23 contains 7127 members 
Mstep: Class 24 contains 7192 members 
Mstep: Class 25 contains 4726 members 
Mstep: Class 26 contains 7987 members 
Mstep: Class 27 contains 6264 members 
Mstep: Class 28 contains 6019 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10943 members 
Mstep: Class 31 contains 10307 members 
Mstep: Class 32 contains 1443 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9289 members 
Mstep: Class 35 contains 6249 members 
Mstep: Class 36 contains 15196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710144.000000 Penalty: 113205.929688
Iteration 209Q: 37 clusters Score -3.571014e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18859 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5086 members 
Mstep: Class 5 contains 9595 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 7133 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 10626 members 
Mstep: Class 11 contains 19764 members 
Mstep: Class 12 contains 14957 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 18632 members 
Mstep: Class 19 contains 33542 members 
Mstep: Class 20 contains 16356 members 
Mstep: Class 21 contains 756 members 
Mstep: Class 22 contains 2722 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 7194 members 
Mstep: Class 25 contains 4732 members 
Mstep: Class 26 contains 7983 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 6017 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10949 members 
Mstep: Class 31 contains 10292 members 
Mstep: Class 32 contains 1443 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9296 members 
Mstep: Class 35 contains 6250 members 
Mstep: Class 36 contains 15185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710280.000000 Penalty: 113205.929688
Iteration 210Q: 37 clusters Score -3.571028e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 18945 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5080 members 
Mstep: Class 5 contains 9593 members 
Mstep: Class 6 contains 2501 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 10278 members 
Mstep: Class 10 contains 10626 members 
Mstep: Class 11 contains 19702 members 
Mstep: Class 12 contains 14959 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11471 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 8333 members 
Mstep: Class 18 contains 18595 members 
Mstep: Class 19 contains 33610 members 
Mstep: Class 20 contains 16297 members 
Mstep: Class 21 contains 756 members 
Mstep: Class 22 contains 2725 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 7195 members 
Mstep: Class 25 contains 4735 members 
Mstep: Class 26 contains 7979 members 
Mstep: Class 27 contains 6205 members 
Mstep: Class 28 contains 6017 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10959 members 
Mstep: Class 31 contains 10284 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9305 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 15173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710172.000000 Penalty: 113205.929688
Iteration 211Q: 37 clusters Score -3.571017e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 19029 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5077 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 7177 members 
Mstep: Class 9 contains 10278 members 
Mstep: Class 10 contains 10625 members 
Mstep: Class 11 contains 19662 members 
Mstep: Class 12 contains 14960 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 8346 members 
Mstep: Class 18 contains 18566 members 
Mstep: Class 19 contains 33671 members 
Mstep: Class 20 contains 16243 members 
Mstep: Class 21 contains 756 members 
Mstep: Class 22 contains 2724 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 7195 members 
Mstep: Class 25 contains 4738 members 
Mstep: Class 26 contains 7972 members 
Mstep: Class 27 contains 6180 members 
Mstep: Class 28 contains 6019 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10968 members 
Mstep: Class 31 contains 10285 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9308 members 
Mstep: Class 35 contains 6254 members 
Mstep: Class 36 contains 15143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710212.000000 Penalty: 113205.929688
Iteration 212Q: 37 clusters Score -3.571021e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 19097 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 9584 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 14312 members 
Mstep: Class 8 contains 7198 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 11 contains 19630 members 
Mstep: Class 12 contains 14962 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 8361 members 
Mstep: Class 18 contains 18536 members 
Mstep: Class 19 contains 33732 members 
Mstep: Class 20 contains 16198 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 2725 members 
Mstep: Class 23 contains 7107 members 
Mstep: Class 24 contains 7195 members 
Mstep: Class 25 contains 4742 members 
Mstep: Class 26 contains 7962 members 
Mstep: Class 27 contains 6156 members 
Mstep: Class 28 contains 6014 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10973 members 
Mstep: Class 31 contains 10286 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9308 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 15118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710272.000000 Penalty: 113205.929688
Iteration 213Q: 37 clusters Score -3.571027e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 19158 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 5068 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 10628 members 
Mstep: Class 11 contains 19602 members 
Mstep: Class 12 contains 14962 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 8371 members 
Mstep: Class 18 contains 18522 members 
Mstep: Class 19 contains 33795 members 
Mstep: Class 20 contains 16135 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 2726 members 
Mstep: Class 23 contains 7106 members 
Mstep: Class 24 contains 7196 members 
Mstep: Class 25 contains 4745 members 
Mstep: Class 26 contains 7960 members 
Mstep: Class 27 contains 6137 members 
Mstep: Class 28 contains 6013 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10979 members 
Mstep: Class 31 contains 10281 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9307 members 
Mstep: Class 35 contains 6252 members 
Mstep: Class 36 contains 15106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710248.000000 Penalty: 113205.929688
Iteration 214Q: 37 clusters Score -3.571025e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19220 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 9577 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 7223 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10624 members 
Mstep: Class 11 contains 19579 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 8382 members 
Mstep: Class 18 contains 18500 members 
Mstep: Class 19 contains 33859 members 
Mstep: Class 20 contains 16081 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 7196 members 
Mstep: Class 25 contains 4746 members 
Mstep: Class 26 contains 7961 members 
Mstep: Class 27 contains 6113 members 
Mstep: Class 28 contains 6006 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10989 members 
Mstep: Class 31 contains 10280 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9308 members 
Mstep: Class 35 contains 6253 members 
Mstep: Class 36 contains 15091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710192.000000 Penalty: 113205.929688
Iteration 215Q: 37 clusters Score -3.571019e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19263 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 9576 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 14311 members 
Mstep: Class 8 contains 7240 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 10626 members 
Mstep: Class 11 contains 19546 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3282 members 
Mstep: Class 17 contains 8387 members 
Mstep: Class 18 contains 18489 members 
Mstep: Class 19 contains 33913 members 
Mstep: Class 20 contains 16029 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7099 members 
Mstep: Class 24 contains 7196 members 
Mstep: Class 25 contains 4749 members 
Mstep: Class 26 contains 7959 members 
Mstep: Class 27 contains 6100 members 
Mstep: Class 28 contains 6003 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 10996 members 
Mstep: Class 31 contains 10279 members 
Mstep: Class 32 contains 1442 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9310 members 
Mstep: Class 35 contains 6254 members 
Mstep: Class 36 contains 15080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710180.000000 Penalty: 113205.929688
Iteration 216Q: 37 clusters Score -3.571018e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19311 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5061 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 14311 members 
Mstep: Class 8 contains 7257 members 
Mstep: Class 9 contains 10274 members 
Mstep: Class 10 contains 10632 members 
Mstep: Class 11 contains 19530 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 18482 members 
Mstep: Class 19 contains 33938 members 
Mstep: Class 20 contains 15971 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7097 members 
Mstep: Class 24 contains 7197 members 
Mstep: Class 25 contains 4750 members 
Mstep: Class 26 contains 7960 members 
Mstep: Class 27 contains 6080 members 
Mstep: Class 28 contains 6003 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11003 members 
Mstep: Class 31 contains 10279 members 
Mstep: Class 32 contains 1441 members 
Mstep: Class 33 contains 5958 members 
Mstep: Class 34 contains 9309 members 
Mstep: Class 35 contains 6254 members 
Mstep: Class 36 contains 15074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710232.000000 Penalty: 113205.929688
Iteration 217Q: 37 clusters Score -3.571023e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19355 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5059 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 14314 members 
Mstep: Class 8 contains 7278 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 10635 members 
Mstep: Class 11 contains 19505 members 
Mstep: Class 12 contains 14964 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 18476 members 
Mstep: Class 19 contains 33964 members 
Mstep: Class 20 contains 15926 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7094 members 
Mstep: Class 24 contains 7198 members 
Mstep: Class 25 contains 4755 members 
Mstep: Class 26 contains 7959 members 
Mstep: Class 27 contains 6060 members 
Mstep: Class 28 contains 6000 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11008 members 
Mstep: Class 31 contains 10274 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 5958 members 
Mstep: Class 34 contains 9311 members 
Mstep: Class 35 contains 6252 members 
Mstep: Class 36 contains 15067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710228.000000 Penalty: 113205.929688
Iteration 218Q: 37 clusters Score -3.571023e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19393 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5060 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14314 members 
Mstep: Class 8 contains 7294 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 10640 members 
Mstep: Class 11 contains 19488 members 
Mstep: Class 12 contains 14964 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8413 members 
Mstep: Class 18 contains 18462 members 
Mstep: Class 19 contains 33998 members 
Mstep: Class 20 contains 15887 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 7198 members 
Mstep: Class 25 contains 4759 members 
Mstep: Class 26 contains 7959 members 
Mstep: Class 27 contains 6035 members 
Mstep: Class 28 contains 5999 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11012 members 
Mstep: Class 31 contains 10268 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 5958 members 
Mstep: Class 34 contains 9313 members 
Mstep: Class 35 contains 6251 members 
Mstep: Class 36 contains 15057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710276.000000 Penalty: 113205.929688
Iteration 219Q: 37 clusters Score -3.571028e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19432 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5060 members 
Mstep: Class 5 contains 9565 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14316 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 10278 members 
Mstep: Class 10 contains 10639 members 
Mstep: Class 11 contains 19475 members 
Mstep: Class 12 contains 14965 members 
Mstep: Class 13 contains 2490 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8417 members 
Mstep: Class 18 contains 18446 members 
Mstep: Class 19 contains 34028 members 
Mstep: Class 20 contains 15860 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7084 members 
Mstep: Class 24 contains 7198 members 
Mstep: Class 25 contains 4762 members 
Mstep: Class 26 contains 7957 members 
Mstep: Class 27 contains 6014 members 
Mstep: Class 28 contains 5998 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11016 members 
Mstep: Class 31 contains 10265 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 5958 members 
Mstep: Class 34 contains 9316 members 
Mstep: Class 35 contains 6252 members 
Mstep: Class 36 contains 15052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710284.000000 Penalty: 113205.929688
Iteration 220F: 37 clusters Score -3.571028e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19472 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5060 members 
Mstep: Class 5 contains 9558 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 7312 members 
Mstep: Class 9 contains 10278 members 
Mstep: Class 10 contains 10647 members 
Mstep: Class 11 contains 19463 members 
Mstep: Class 12 contains 14965 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8423 members 
Mstep: Class 18 contains 18434 members 
Mstep: Class 19 contains 34048 members 
Mstep: Class 20 contains 15842 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7084 members 
Mstep: Class 24 contains 7199 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 7960 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 5996 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11016 members 
Mstep: Class 31 contains 10261 members 
Mstep: Class 32 contains 1440 members 
Mstep: Class 33 contains 5958 members 
Mstep: Class 34 contains 9315 members 
Mstep: Class 35 contains 6255 members 
Mstep: Class 36 contains 15034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710284.000000 Penalty: 113205.929688
Iteration 221Q: 37 clusters Score -3.571028e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 19503 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5060 members 
Mstep: Class 5 contains 9548 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14319 members 
Mstep: Class 8 contains 7316 members 
Mstep: Class 9 contains 10274 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 19453 members 
Mstep: Class 12 contains 14966 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 18426 members 
Mstep: Class 19 contains 34069 members 
Mstep: Class 20 contains 15822 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7079 members 
Mstep: Class 24 contains 7202 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 7959 members 
Mstep: Class 27 contains 5984 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11019 members 
Mstep: Class 31 contains 10261 members 
Mstep: Class 32 contains 1439 members 
Mstep: Class 33 contains 5958 members 
Mstep: Class 34 contains 9318 members 
Mstep: Class 35 contains 6260 members 
Mstep: Class 36 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710312.000000 Penalty: 113205.929688
Iteration 222Q: 37 clusters Score -3.571031e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 19533 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5059 members 
Mstep: Class 5 contains 9544 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14319 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 10649 members 
Mstep: Class 11 contains 19438 members 
Mstep: Class 12 contains 14965 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8433 members 
Mstep: Class 18 contains 18424 members 
Mstep: Class 19 contains 34082 members 
Mstep: Class 20 contains 15812 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 7203 members 
Mstep: Class 25 contains 4781 members 
Mstep: Class 26 contains 7956 members 
Mstep: Class 27 contains 5972 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11021 members 
Mstep: Class 31 contains 10259 members 
Mstep: Class 32 contains 1438 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9321 members 
Mstep: Class 35 contains 6264 members 
Mstep: Class 36 contains 15010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710400.000000 Penalty: 113205.929688
Iteration 223Q: 37 clusters Score -3.57104e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 19566 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5058 members 
Mstep: Class 5 contains 9539 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 7323 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 19426 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8441 members 
Mstep: Class 18 contains 18419 members 
Mstep: Class 19 contains 34093 members 
Mstep: Class 20 contains 15795 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7075 members 
Mstep: Class 24 contains 7205 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 5962 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11023 members 
Mstep: Class 31 contains 10258 members 
Mstep: Class 32 contains 1437 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9321 members 
Mstep: Class 35 contains 6269 members 
Mstep: Class 36 contains 14998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710400.000000 Penalty: 113205.929688
Iteration 224Q: 37 clusters Score -3.57104e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 19593 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 9531 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14324 members 
Mstep: Class 8 contains 7327 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 19419 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 8445 members 
Mstep: Class 18 contains 18416 members 
Mstep: Class 19 contains 34106 members 
Mstep: Class 20 contains 15779 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7075 members 
Mstep: Class 24 contains 7207 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 7954 members 
Mstep: Class 27 contains 5958 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11023 members 
Mstep: Class 31 contains 10252 members 
Mstep: Class 32 contains 1436 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9322 members 
Mstep: Class 35 contains 6274 members 
Mstep: Class 36 contains 14992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710376.000000 Penalty: 113205.929688
Iteration 225Q: 37 clusters Score -3.571038e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 19611 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 9521 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14325 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10652 members 
Mstep: Class 11 contains 19414 members 
Mstep: Class 12 contains 14963 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3277 members 
Mstep: Class 17 contains 8452 members 
Mstep: Class 18 contains 18411 members 
Mstep: Class 19 contains 34120 members 
Mstep: Class 20 contains 15762 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7076 members 
Mstep: Class 24 contains 7207 members 
Mstep: Class 25 contains 4791 members 
Mstep: Class 26 contains 7956 members 
Mstep: Class 27 contains 5948 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11022 members 
Mstep: Class 31 contains 10248 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9323 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 14989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710340.000000 Penalty: 113205.929688
Iteration 226Q: 37 clusters Score -3.571034e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 19633 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 9521 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 8 contains 7331 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10652 members 
Mstep: Class 11 contains 19408 members 
Mstep: Class 12 contains 14966 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8457 members 
Mstep: Class 18 contains 18399 members 
Mstep: Class 19 contains 34134 members 
Mstep: Class 20 contains 15740 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7074 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4790 members 
Mstep: Class 26 contains 7956 members 
Mstep: Class 27 contains 5941 members 
Mstep: Class 28 contains 5995 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11022 members 
Mstep: Class 31 contains 10246 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9324 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 14988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710336.000000 Penalty: 113205.929688
Iteration 227Q: 37 clusters Score -3.571034e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 19654 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 9517 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14327 members 
Mstep: Class 8 contains 7335 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 19405 members 
Mstep: Class 12 contains 14967 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8461 members 
Mstep: Class 18 contains 18392 members 
Mstep: Class 19 contains 34147 members 
Mstep: Class 20 contains 15723 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7073 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4790 members 
Mstep: Class 26 contains 7954 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 5995 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11023 members 
Mstep: Class 31 contains 10245 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9324 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710356.000000 Penalty: 113205.929688
Iteration 228Q: 37 clusters Score -3.571036e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 19677 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14325 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10649 members 
Mstep: Class 11 contains 19402 members 
Mstep: Class 12 contains 14968 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8468 members 
Mstep: Class 18 contains 18382 members 
Mstep: Class 19 contains 34159 members 
Mstep: Class 20 contains 15709 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7072 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4792 members 
Mstep: Class 26 contains 7952 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11023 members 
Mstep: Class 31 contains 10243 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9325 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710380.000000 Penalty: 113205.929688
Iteration 229Q: 37 clusters Score -3.571038e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 19695 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 9517 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14324 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10651 members 
Mstep: Class 11 contains 19397 members 
Mstep: Class 12 contains 14968 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8472 members 
Mstep: Class 18 contains 18382 members 
Mstep: Class 19 contains 34167 members 
Mstep: Class 20 contains 15693 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7070 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 7953 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 10242 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9326 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710376.000000 Penalty: 113205.929688
Iteration 230Q: 37 clusters Score -3.571038e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 19714 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 9513 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14324 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10651 members 
Mstep: Class 11 contains 19394 members 
Mstep: Class 12 contains 14968 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8478 members 
Mstep: Class 18 contains 18382 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 15679 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7068 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 7952 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11028 members 
Mstep: Class 31 contains 10239 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9326 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710368.000000 Penalty: 113205.929688
Iteration 231Q: 37 clusters Score -3.571037e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19727 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 9509 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14324 members 
Mstep: Class 8 contains 7350 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10651 members 
Mstep: Class 11 contains 19396 members 
Mstep: Class 12 contains 14968 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8481 members 
Mstep: Class 18 contains 18378 members 
Mstep: Class 19 contains 34184 members 
Mstep: Class 20 contains 15666 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4797 members 
Mstep: Class 26 contains 7952 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11029 members 
Mstep: Class 31 contains 10237 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9325 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710340.000000 Penalty: 113205.929688
Iteration 232Q: 37 clusters Score -3.571034e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19748 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14323 members 
Mstep: Class 8 contains 7355 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 19393 members 
Mstep: Class 12 contains 14968 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18374 members 
Mstep: Class 19 contains 34192 members 
Mstep: Class 20 contains 15652 members 
Mstep: Class 21 contains 748 members 
Mstep: Class 22 contains 2728 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 7954 members 
Mstep: Class 27 contains 5921 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11030 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9325 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710404.000000 Penalty: 113205.929688
Iteration 233Q: 37 clusters Score -3.57104e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19773 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10650 members 
Mstep: Class 11 contains 19383 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18369 members 
Mstep: Class 19 contains 34195 members 
Mstep: Class 20 contains 15635 members 
Mstep: Class 21 contains 748 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7059 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 5920 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11030 members 
Mstep: Class 31 contains 10236 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9326 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710404.000000 Penalty: 113205.929688
Iteration 234Q: 37 clusters Score -3.57104e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19796 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14323 members 
Mstep: Class 8 contains 7369 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10652 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18366 members 
Mstep: Class 19 contains 34201 members 
Mstep: Class 20 contains 15612 members 
Mstep: Class 21 contains 747 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7058 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11030 members 
Mstep: Class 31 contains 10236 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710372.000000 Penalty: 113205.929688
Iteration 235Q: 37 clusters Score -3.571037e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19819 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10653 members 
Mstep: Class 11 contains 19376 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18362 members 
Mstep: Class 19 contains 34216 members 
Mstep: Class 20 contains 15587 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2729 members 
Mstep: Class 23 contains 7058 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 7954 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11031 members 
Mstep: Class 31 contains 10236 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710340.000000 Penalty: 113205.929688
Iteration 236Q: 37 clusters Score -3.571034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19837 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 9506 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 7367 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10654 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18358 members 
Mstep: Class 19 contains 34225 members 
Mstep: Class 20 contains 15574 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 7057 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 7954 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11033 members 
Mstep: Class 31 contains 10236 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710364.000000 Penalty: 113205.929688
Iteration 237Q: 37 clusters Score -3.571036e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19855 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 9506 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14319 members 
Mstep: Class 8 contains 7365 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10653 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18356 members 
Mstep: Class 19 contains 34230 members 
Mstep: Class 20 contains 15562 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 7057 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 7954 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710388.000000 Penalty: 113205.929688
Iteration 238Q: 37 clusters Score -3.571039e+07 nChanged 53
Entering ConstructFrom: 
Score: -35710388.000000 Penalty: 113205.929688
Entering ConstructFrom: 
Trying to split cluster 1 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -284973.843750 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -284973.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -282076.156250 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -282076.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -282645.406250 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -282645.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -282774.125000 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -282774.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -282843.656250 Penalty: 3860.892334
	Iteration 3Q: 3 clusters Score -282843.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -282895.687500 Penalty: 3860.892334
	Iteration 4Q: 3 clusters Score -282895.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -282917.718750 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -282917.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -282943.218750 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -282943.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -282966.312500 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -282966.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -282987.750000 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -282987.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -283005.343750 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -283005.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -283019.718750 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -283019.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -283030.281250 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -283030.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -283046.625000 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -283046.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -283057.656250 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -283057.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -283069.625000 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -283069.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -283083.906250 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -283083.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -283098.593750 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -283098.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -283116.218750 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -283116.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -283127.406250 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -283127.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -283148.343750 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -283148.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -283169.500000 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -283169.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -283187.312500 Penalty: 3860.892334
	Iteration 21Q: 3 clusters Score -283187.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -283198.781250 Penalty: 3860.892334
	Iteration 22Q: 3 clusters Score -283198.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -283214.375000 Penalty: 3860.892334
	Iteration 23Q: 3 clusters Score -283214.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -283232.875000 Penalty: 3860.892334
	Iteration 24Q: 3 clusters Score -283232.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -283243.062500 Penalty: 3860.892334
	Iteration 25Q: 3 clusters Score -283243.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -283252.656250 Penalty: 3860.892334
	Iteration 26Q: 3 clusters Score -283252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -283257.187500 Penalty: 3860.892334
	Iteration 27Q: 3 clusters Score -283257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -283259.812500 Penalty: 3860.892334
	Iteration 28Q: 3 clusters Score -283259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -283265.968750 Penalty: 3860.892334
	Iteration 29Q: 3 clusters Score -283266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -283270.687500 Penalty: 3860.892334
	Iteration 30Q: 3 clusters Score -283270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -283274.812500 Penalty: 3860.892334
	Iteration 31Q: 3 clusters Score -283274.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -283277.625000 Penalty: 3860.892334
	Iteration 32Q: 3 clusters Score -283277.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -283283.406250 Penalty: 3860.892334
	Iteration 33Q: 3 clusters Score -283283.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -283289.218750 Penalty: 3860.892334
	Iteration 34Q: 3 clusters Score -283289.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -283293.875000 Penalty: 3860.892334
	Iteration 35Q: 3 clusters Score -283293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -283298.906250 Penalty: 3860.892334
	Iteration 36Q: 3 clusters Score -283298.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -283303.312500 Penalty: 3860.892334
	Iteration 37Q: 3 clusters Score -283303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -283306.000000 Penalty: 3860.892334
	Iteration 38Q: 3 clusters Score -283306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -283311.718750 Penalty: 3860.892334
	Iteration 39Q: 3 clusters Score -283311.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -283319.843750 Penalty: 3860.892334
	Iteration 40F: 3 clusters Score -283319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -283324.625000 Penalty: 3860.892334
	Iteration 41Q: 3 clusters Score -283324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -283327.812500 Penalty: 3860.892334
	Iteration 42Q: 3 clusters Score -283327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -283331.500000 Penalty: 3860.892334
	Iteration 43Q: 3 clusters Score -283331.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -283335.031250 Penalty: 3860.892334
	Iteration 44Q: 3 clusters Score -283335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -283338.906250 Penalty: 3860.892334
	Iteration 45Q: 3 clusters Score -283338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -283341.906250 Penalty: 3860.892334
	Iteration 46Q: 3 clusters Score -283341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -283344.625000 Penalty: 3860.892334
	Iteration 47Q: 3 clusters Score -283344.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -283347.812500 Penalty: 3860.892334
	Iteration 48Q: 3 clusters Score -283347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -283350.187500 Penalty: 3860.892334
	Iteration 49Q: 3 clusters Score -283350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -283351.531250 Penalty: 3860.892334
	Iteration 50Q: 3 clusters Score -283351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -283353.218750 Penalty: 3860.892334
	Iteration 51Q: 3 clusters Score -283353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -283353.500000 Penalty: 3860.892334
	Iteration 52Q: 3 clusters Score -283353.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -283353.500000 Penalty: 3860.892334
	Iteration 53F: 3 clusters Score -283353.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Entering Unmasked Estep 
Score: -2393936.000000 Penalty: 2454.510010
	Iteration 0F: 2 clusters Score -2393936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2379958.250000 Penalty: 4909.020020
	Iteration 0F: 3 clusters Score -2379958 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2384541.500000 Penalty: 4909.020020
	Iteration 1F: 3 clusters Score -2384542 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2384917.750000 Penalty: 4909.020020
	Iteration 2F: 3 clusters Score -2384918 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2385246.750000 Penalty: 4909.020020
	Iteration 3Q: 3 clusters Score -2385247 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2385547.250000 Penalty: 4909.020020
	Iteration 4Q: 3 clusters Score -2385547 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2385877.250000 Penalty: 4909.020020
	Iteration 5Q: 3 clusters Score -2385877 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2386296.250000 Penalty: 4909.020020
	Iteration 6Q: 3 clusters Score -2386296 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2386796.750000 Penalty: 4909.020020
	Iteration 7Q: 3 clusters Score -2386797 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2387347.000000 Penalty: 4909.020020
	Iteration 8Q: 3 clusters Score -2387347 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2387937.500000 Penalty: 4909.020020
	Iteration 9Q: 3 clusters Score -2387938 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2388540.750000 Penalty: 4909.020020
	Iteration 10Q: 3 clusters Score -2388541 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2389119.250000 Penalty: 4909.020020
	Iteration 11Q: 3 clusters Score -2389119 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2389667.000000 Penalty: 4909.020020
	Iteration 12Q: 3 clusters Score -2389667 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2390092.000000 Penalty: 4909.020020
	Iteration 13Q: 3 clusters Score -2390092 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2390381.250000 Penalty: 4909.020020
	Iteration 14Q: 3 clusters Score -2390381 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2390593.250000 Penalty: 4909.020020
	Iteration 15Q: 3 clusters Score -2390593 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2390771.000000 Penalty: 4909.020020
	Iteration 16Q: 3 clusters Score -2390771 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2390876.750000 Penalty: 4909.020020
	Iteration 17Q: 3 clusters Score -2390877 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2390953.750000 Penalty: 4909.020020
	Iteration 18Q: 3 clusters Score -2390954 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2391030.500000 Penalty: 4909.020020
	Iteration 19Q: 3 clusters Score -2391030 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2391105.750000 Penalty: 4909.020020
	Iteration 20F: 3 clusters Score -2391106 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2391190.250000 Penalty: 4909.020020
	Iteration 21Q: 3 clusters Score -2391190 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2391267.000000 Penalty: 4909.020020
	Iteration 22Q: 3 clusters Score -2391267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2391344.000000 Penalty: 4909.020020
	Iteration 23Q: 3 clusters Score -2391344 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2391403.750000 Penalty: 4909.020020
	Iteration 24Q: 3 clusters Score -2391404 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2391471.750000 Penalty: 4909.020020
	Iteration 25Q: 3 clusters Score -2391472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2391523.750000 Penalty: 4909.020020
	Iteration 26Q: 3 clusters Score -2391524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2391575.500000 Penalty: 4909.020020
	Iteration 27Q: 3 clusters Score -2391576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2391611.500000 Penalty: 4909.020020
	Iteration 28Q: 3 clusters Score -2391612 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2391637.000000 Penalty: 4909.020020
	Iteration 29Q: 3 clusters Score -2391637 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2391661.000000 Penalty: 4909.020020
	Iteration 30Q: 3 clusters Score -2391661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2391671.250000 Penalty: 4909.020020
	Iteration 31Q: 3 clusters Score -2391671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2391690.250000 Penalty: 4909.020020
	Iteration 32Q: 3 clusters Score -2391690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2391700.750000 Penalty: 4909.020020
	Iteration 33Q: 3 clusters Score -2391701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2391710.000000 Penalty: 4909.020020
	Iteration 34Q: 3 clusters Score -2391710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2391723.750000 Penalty: 4909.020020
	Iteration 35Q: 3 clusters Score -2391724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2391731.000000 Penalty: 4909.020020
	Iteration 36Q: 3 clusters Score -2391731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2391745.750000 Penalty: 4909.020020
	Iteration 37Q: 3 clusters Score -2391746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2391754.500000 Penalty: 4909.020020
	Iteration 38Q: 3 clusters Score -2391754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2391765.500000 Penalty: 4909.020020
	Iteration 39Q: 3 clusters Score -2391766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2391771.000000 Penalty: 4909.020020
	Iteration 40F: 3 clusters Score -2391771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2391786.750000 Penalty: 4909.020020
	Iteration 41Q: 3 clusters Score -2391787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2391792.000000 Penalty: 4909.020020
	Iteration 42Q: 3 clusters Score -2391792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2391796.750000 Penalty: 4909.020020
	Iteration 43Q: 3 clusters Score -2391797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2391802.500000 Penalty: 4909.020020
	Iteration 44Q: 3 clusters Score -2391802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2391806.250000 Penalty: 4909.020020
	Iteration 45Q: 3 clusters Score -2391806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2391804.750000 Penalty: 4909.020020
	Iteration 46Q: 3 clusters Score -2391805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2391805.750000 Penalty: 4909.020020
	Iteration 47Q: 3 clusters Score -2391806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2391806.000000 Penalty: 4909.020020
	Iteration 48Q: 3 clusters Score -2391806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2391813.750000 Penalty: 4909.020020
	Iteration 49Q: 3 clusters Score -2391814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2391820.500000 Penalty: 4909.020020
	Iteration 50Q: 3 clusters Score -2391820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2391825.000000 Penalty: 4909.020020
	Iteration 51Q: 3 clusters Score -2391825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2391826.250000 Penalty: 4909.020020
	Iteration 52Q: 3 clusters Score -2391826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2391825.250000 Penalty: 4909.020020
	Iteration 53Q: 3 clusters Score -2391825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2391828.500000 Penalty: 4909.020020
	Iteration 54Q: 3 clusters Score -2391828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2391828.500000 Penalty: 4909.020020
	Iteration 55Q: 3 clusters Score -2391828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2391829.500000 Penalty: 4909.020020
	Iteration 56Q: 3 clusters Score -2391830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2391829.500000 Penalty: 4909.020020
	Iteration 57F: 3 clusters Score -2391830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -377421.343750 Penalty: 2017.347900
	Iteration 0F: 2 clusters Score -377421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -373881.500000 Penalty: 4034.695801
	Iteration 0F: 3 clusters Score -373881.5 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -374716.250000 Penalty: 4034.695801
	Iteration 1F: 3 clusters Score -374716.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -374955.031250 Penalty: 4034.695801
	Iteration 2F: 3 clusters Score -374955 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -375074.531250 Penalty: 4034.695801
	Iteration 3F: 3 clusters Score -375074.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -375150.968750 Penalty: 4034.695801
	Iteration 4Q: 3 clusters Score -375151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -375199.343750 Penalty: 4034.695801
	Iteration 5Q: 3 clusters Score -375199.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -375231.812500 Penalty: 4034.695801
	Iteration 6Q: 3 clusters Score -375231.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -375269.062500 Penalty: 4034.695801
	Iteration 7Q: 3 clusters Score -375269.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -375306.156250 Penalty: 4034.695801
	Iteration 8Q: 3 clusters Score -375306.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -375335.875000 Penalty: 4034.695801
	Iteration 9Q: 3 clusters Score -375335.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -375365.312500 Penalty: 4034.695801
	Iteration 10Q: 3 clusters Score -375365.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -375405.062500 Penalty: 4034.695801
	Iteration 11Q: 3 clusters Score -375405.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -375443.718750 Penalty: 4034.695801
	Iteration 12Q: 3 clusters Score -375443.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -375477.093750 Penalty: 4034.695801
	Iteration 13Q: 3 clusters Score -375477.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -375500.375000 Penalty: 4034.695801
	Iteration 14Q: 3 clusters Score -375500.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -375524.375000 Penalty: 4034.695801
	Iteration 15Q: 3 clusters Score -375524.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -375549.406250 Penalty: 4034.695801
	Iteration 16Q: 3 clusters Score -375549.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -375575.937500 Penalty: 4034.695801
	Iteration 17Q: 3 clusters Score -375575.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -375624.625000 Penalty: 4034.695801
	Iteration 18Q: 3 clusters Score -375624.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -375672.531250 Penalty: 4034.695801
	Iteration 19Q: 3 clusters Score -375672.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -375729.375000 Penalty: 4034.695801
	Iteration 20F: 3 clusters Score -375729.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -375791.750000 Penalty: 4034.695801
	Iteration 21Q: 3 clusters Score -375791.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -375866.625000 Penalty: 4034.695801
	Iteration 22Q: 3 clusters Score -375866.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -375944.906250 Penalty: 4034.695801
	Iteration 23Q: 3 clusters Score -375944.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -376002.562500 Penalty: 4034.695801
	Iteration 24Q: 3 clusters Score -376002.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -376043.750000 Penalty: 4034.695801
	Iteration 25Q: 3 clusters Score -376043.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -376077.218750 Penalty: 4034.695801
	Iteration 26Q: 3 clusters Score -376077.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -376102.593750 Penalty: 4034.695801
	Iteration 27Q: 3 clusters Score -376102.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -376135.468750 Penalty: 4034.695801
	Iteration 28Q: 3 clusters Score -376135.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -376155.468750 Penalty: 4034.695801
	Iteration 29Q: 3 clusters Score -376155.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -376165.468750 Penalty: 4034.695801
	Iteration 30Q: 3 clusters Score -376165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -376177.281250 Penalty: 4034.695801
	Iteration 31Q: 3 clusters Score -376177.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -376192.906250 Penalty: 4034.695801
	Iteration 32Q: 3 clusters Score -376192.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -376208.468750 Penalty: 4034.695801
	Iteration 33Q: 3 clusters Score -376208.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -376228.406250 Penalty: 4034.695801
	Iteration 34Q: 3 clusters Score -376228.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -376242.656250 Penalty: 4034.695801
	Iteration 35Q: 3 clusters Score -376242.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -376259.281250 Penalty: 4034.695801
	Iteration 36Q: 3 clusters Score -376259.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -376268.406250 Penalty: 4034.695801
	Iteration 37Q: 3 clusters Score -376268.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -376280.625000 Penalty: 4034.695801
	Iteration 38Q: 3 clusters Score -376280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -376290.500000 Penalty: 4034.695801
	Iteration 39Q: 3 clusters Score -376290.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -376299.031250 Penalty: 4034.695801
	Iteration 40F: 3 clusters Score -376299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -376304.375000 Penalty: 4034.695801
	Iteration 41Q: 3 clusters Score -376304.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -376311.468750 Penalty: 4034.695801
	Iteration 42Q: 3 clusters Score -376311.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -376316.625000 Penalty: 4034.695801
	Iteration 43Q: 3 clusters Score -376316.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -376319.750000 Penalty: 4034.695801
	Iteration 44Q: 3 clusters Score -376319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -376322.187500 Penalty: 4034.695801
	Iteration 45Q: 3 clusters Score -376322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -376324.218750 Penalty: 4034.695801
	Iteration 46Q: 3 clusters Score -376324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -376327.375000 Penalty: 4034.695801
	Iteration 47Q: 3 clusters Score -376327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -376328.968750 Penalty: 4034.695801
	Iteration 48Q: 3 clusters Score -376329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -376335.718750 Penalty: 4034.695801
	Iteration 49Q: 3 clusters Score -376335.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -376347.250000 Penalty: 4034.695801
	Iteration 50Q: 3 clusters Score -376347.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -376355.687500 Penalty: 4034.695801
	Iteration 51Q: 3 clusters Score -376355.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -376368.406250 Penalty: 4034.695801
	Iteration 52Q: 3 clusters Score -376368.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -376376.062500 Penalty: 4034.695801
	Iteration 53Q: 3 clusters Score -376376.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -376380.593750 Penalty: 4034.695801
	Iteration 54Q: 3 clusters Score -376380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -376383.437500 Penalty: 4034.695801
	Iteration 55Q: 3 clusters Score -376383.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -376386.500000 Penalty: 4034.695801
	Iteration 56Q: 3 clusters Score -376386.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -376392.375000 Penalty: 4034.695801
	Iteration 57Q: 3 clusters Score -376392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -376397.093750 Penalty: 4034.695801
	Iteration 58Q: 3 clusters Score -376397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -376399.500000 Penalty: 4034.695801
	Iteration 59Q: 3 clusters Score -376399.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -376401.937500 Penalty: 4034.695801
	Iteration 60F: 3 clusters Score -376401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -376403.656250 Penalty: 4034.695801
	Iteration 61Q: 3 clusters Score -376403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -376407.656250 Penalty: 4034.695801
	Iteration 62Q: 3 clusters Score -376407.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -376409.093750 Penalty: 4034.695801
	Iteration 63Q: 3 clusters Score -376409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -376409.093750 Penalty: 4034.695801
	Iteration 64F: 3 clusters Score -376409.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -606946.937500 Penalty: 2114.780762
	Iteration 0F: 2 clusters Score -606946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -602376.875000 Penalty: 4229.561523
	Iteration 0F: 3 clusters Score -602376.9 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -603479.375000 Penalty: 4229.561523
	Iteration 1F: 3 clusters Score -603479.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -603726.500000 Penalty: 4229.561523
	Iteration 2F: 3 clusters Score -603726.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -603882.250000 Penalty: 4229.561523
	Iteration 3F: 3 clusters Score -603882.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -603984.937500 Penalty: 4229.561523
	Iteration 4Q: 3 clusters Score -603984.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -604078.875000 Penalty: 4229.561523
	Iteration 5Q: 3 clusters Score -604078.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -604143.437500 Penalty: 4229.561523
	Iteration 6Q: 3 clusters Score -604143.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -604198.750000 Penalty: 4229.561523
	Iteration 7Q: 3 clusters Score -604198.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -604246.687500 Penalty: 4229.561523
	Iteration 8Q: 3 clusters Score -604246.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -604281.437500 Penalty: 4229.561523
	Iteration 9Q: 3 clusters Score -604281.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -604311.562500 Penalty: 4229.561523
	Iteration 10Q: 3 clusters Score -604311.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -604339.937500 Penalty: 4229.561523
	Iteration 11Q: 3 clusters Score -604339.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -604374.437500 Penalty: 4229.561523
	Iteration 12Q: 3 clusters Score -604374.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -604404.250000 Penalty: 4229.561523
	Iteration 13Q: 3 clusters Score -604404.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -604435.750000 Penalty: 4229.561523
	Iteration 14Q: 3 clusters Score -604435.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -604468.812500 Penalty: 4229.561523
	Iteration 15Q: 3 clusters Score -604468.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -604500.000000 Penalty: 4229.561523
	Iteration 16Q: 3 clusters Score -604500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -604535.312500 Penalty: 4229.561523
	Iteration 17Q: 3 clusters Score -604535.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -604574.562500 Penalty: 4229.561523
	Iteration 18Q: 3 clusters Score -604574.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -604611.500000 Penalty: 4229.561523
	Iteration 19Q: 3 clusters Score -604611.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -604643.062500 Penalty: 4229.561523
	Iteration 20F: 3 clusters Score -604643.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -604667.000000 Penalty: 4229.561523
	Iteration 21Q: 3 clusters Score -604667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -604698.062500 Penalty: 4229.561523
	Iteration 22Q: 3 clusters Score -604698.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -604735.375000 Penalty: 4229.561523
	Iteration 23Q: 3 clusters Score -604735.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -604775.437500 Penalty: 4229.561523
	Iteration 24Q: 3 clusters Score -604775.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -604809.125000 Penalty: 4229.561523
	Iteration 25Q: 3 clusters Score -604809.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -604843.125000 Penalty: 4229.561523
	Iteration 26Q: 3 clusters Score -604843.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -604866.250000 Penalty: 4229.561523
	Iteration 27Q: 3 clusters Score -604866.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -604886.250000 Penalty: 4229.561523
	Iteration 28Q: 3 clusters Score -604886.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -604904.812500 Penalty: 4229.561523
	Iteration 29Q: 3 clusters Score -604904.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -604922.625000 Penalty: 4229.561523
	Iteration 30Q: 3 clusters Score -604922.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -604941.562500 Penalty: 4229.561523
	Iteration 31Q: 3 clusters Score -604941.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -604965.500000 Penalty: 4229.561523
	Iteration 32Q: 3 clusters Score -604965.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -604986.062500 Penalty: 4229.561523
	Iteration 33Q: 3 clusters Score -604986.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -605005.937500 Penalty: 4229.561523
	Iteration 34Q: 3 clusters Score -605005.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -605020.375000 Penalty: 4229.561523
	Iteration 35Q: 3 clusters Score -605020.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -605029.937500 Penalty: 4229.561523
	Iteration 36Q: 3 clusters Score -605029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -605040.437500 Penalty: 4229.561523
	Iteration 37Q: 3 clusters Score -605040.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -605052.000000 Penalty: 4229.561523
	Iteration 38Q: 3 clusters Score -605052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -605059.937500 Penalty: 4229.561523
	Iteration 39Q: 3 clusters Score -605059.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -605068.687500 Penalty: 4229.561523
	Iteration 40F: 3 clusters Score -605068.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -605073.312500 Penalty: 4229.561523
	Iteration 41Q: 3 clusters Score -605073.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -605078.375000 Penalty: 4229.561523
	Iteration 42Q: 3 clusters Score -605078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -605083.062500 Penalty: 4229.561523
	Iteration 43Q: 3 clusters Score -605083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -605084.562500 Penalty: 4229.561523
	Iteration 44Q: 3 clusters Score -605084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -605086.000000 Penalty: 4229.561523
	Iteration 45Q: 3 clusters Score -605086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -605085.687500 Penalty: 4229.561523
	Iteration 46Q: 3 clusters Score -605085.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -605086.437500 Penalty: 4229.561523
	Iteration 47Q: 3 clusters Score -605086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -605087.125000 Penalty: 4229.561523
	Iteration 48Q: 3 clusters Score -605087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -605089.750000 Penalty: 4229.561523
	Iteration 49Q: 3 clusters Score -605089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -605089.937500 Penalty: 4229.561523
	Iteration 50Q: 3 clusters Score -605089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -605093.812500 Penalty: 4229.561523
	Iteration 51Q: 3 clusters Score -605093.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -605097.125000 Penalty: 4229.561523
	Iteration 52Q: 3 clusters Score -605097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -605097.125000 Penalty: 4229.561523
	Iteration 53F: 3 clusters Score -605097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Entering Unmasked Estep 
Score: -1101776.250000 Penalty: 2271.626221
	Iteration 0F: 2 clusters Score -1101776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1094407.750000 Penalty: 4543.252441
	Iteration 0F: 3 clusters Score -1094408 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1096501.250000 Penalty: 4543.252441
	Iteration 1F: 3 clusters Score -1096501 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1096799.875000 Penalty: 4543.252441
	Iteration 2F: 3 clusters Score -1096800 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1096995.875000 Penalty: 4543.252441
	Iteration 3Q: 3 clusters Score -1096996 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1097138.625000 Penalty: 4543.252441
	Iteration 4Q: 3 clusters Score -1097139 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1097267.875000 Penalty: 4543.252441
	Iteration 5Q: 3 clusters Score -1097268 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1097414.500000 Penalty: 4543.252441
	Iteration 6Q: 3 clusters Score -1097414 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1097549.250000 Penalty: 4543.252441
	Iteration 7Q: 3 clusters Score -1097549 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1097672.875000 Penalty: 4543.252441
	Iteration 8Q: 3 clusters Score -1097673 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1097790.250000 Penalty: 4543.252441
	Iteration 9Q: 3 clusters Score -1097790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1097918.625000 Penalty: 4543.252441
	Iteration 10Q: 3 clusters Score -1097919 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1098091.250000 Penalty: 4543.252441
	Iteration 11Q: 3 clusters Score -1098091 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1098267.125000 Penalty: 4543.252441
	Iteration 12Q: 3 clusters Score -1098267 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1098447.750000 Penalty: 4543.252441
	Iteration 13Q: 3 clusters Score -1098448 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1098648.750000 Penalty: 4543.252441
	Iteration 14Q: 3 clusters Score -1098649 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1098850.000000 Penalty: 4543.252441
	Iteration 15Q: 3 clusters Score -1098850 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1099030.625000 Penalty: 4543.252441
	Iteration 16Q: 3 clusters Score -1099031 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1099205.125000 Penalty: 4543.252441
	Iteration 17Q: 3 clusters Score -1099205 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1099410.500000 Penalty: 4543.252441
	Iteration 18Q: 3 clusters Score -1099410 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1099619.875000 Penalty: 4543.252441
	Iteration 19Q: 3 clusters Score -1099620 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1099835.250000 Penalty: 4543.252441
	Iteration 20F: 3 clusters Score -1099835 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1100021.250000 Penalty: 4543.252441
	Iteration 21Q: 3 clusters Score -1100021 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1100169.625000 Penalty: 4543.252441
	Iteration 22Q: 3 clusters Score -1100170 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1100298.125000 Penalty: 4543.252441
	Iteration 23Q: 3 clusters Score -1100298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1100391.875000 Penalty: 4543.252441
	Iteration 24Q: 3 clusters Score -1100392 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1100471.625000 Penalty: 4543.252441
	Iteration 25Q: 3 clusters Score -1100472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1100548.125000 Penalty: 4543.252441
	Iteration 26Q: 3 clusters Score -1100548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1100625.125000 Penalty: 4543.252441
	Iteration 27Q: 3 clusters Score -1100625 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1100712.250000 Penalty: 4543.252441
	Iteration 28Q: 3 clusters Score -1100712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1100834.875000 Penalty: 4543.252441
	Iteration 29Q: 3 clusters Score -1100835 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1101077.500000 Penalty: 4543.252441
	Iteration 30Q: 3 clusters Score -1101078 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1101340.375000 Penalty: 4543.252441
	Iteration 31Q: 3 clusters Score -1101340 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1101462.625000 Penalty: 4543.252441
	Iteration 32Q: 3 clusters Score -1101463 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1101507.000000 Penalty: 4543.252441
	Iteration 33Q: 3 clusters Score -1101507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1101526.125000 Penalty: 4543.252441
	Iteration 34Q: 3 clusters Score -1101526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1101537.875000 Penalty: 4543.252441
	Iteration 35Q: 3 clusters Score -1101538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1101546.625000 Penalty: 4543.252441
	Iteration 36Q: 3 clusters Score -1101547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1101551.625000 Penalty: 4543.252441
	Iteration 37Q: 3 clusters Score -1101552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1101552.000000 Penalty: 4543.252441
	Iteration 38Q: 3 clusters Score -1101552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1101560.000000 Penalty: 4543.252441
	Iteration 39Q: 3 clusters Score -1101560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1101568.625000 Penalty: 4543.252441
	Iteration 40F: 3 clusters Score -1101569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1101576.500000 Penalty: 4543.252441
	Iteration 41Q: 3 clusters Score -1101576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1101583.125000 Penalty: 4543.252441
	Iteration 42Q: 3 clusters Score -1101583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1101587.875000 Penalty: 4543.252441
	Iteration 43Q: 3 clusters Score -1101588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1101590.875000 Penalty: 4543.252441
	Iteration 44Q: 3 clusters Score -1101591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1101590.750000 Penalty: 4543.252441
	Iteration 45Q: 3 clusters Score -1101591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1101592.000000 Penalty: 4543.252441
	Iteration 46Q: 3 clusters Score -1101592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1101592.750000 Penalty: 4543.252441
	Iteration 47Q: 3 clusters Score -1101593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1101594.000000 Penalty: 4543.252441
	Iteration 48Q: 3 clusters Score -1101594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1101595.375000 Penalty: 4543.252441
	Iteration 49Q: 3 clusters Score -1101595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1101593.750000 Penalty: 4543.252441
	Iteration 50Q: 3 clusters Score -1101594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1101593.750000 Penalty: 4543.252441
	Iteration 51F: 3 clusters Score -1101594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Entering Unmasked Estep 
Score: -275905.500000 Penalty: 1940.759888
	Iteration 0F: 2 clusters Score -275905.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -272994.750000 Penalty: 3881.519775
	Iteration 0F: 3 clusters Score -272994.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -273628.000000 Penalty: 3881.519775
	Iteration 1F: 3 clusters Score -273628 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -273848.250000 Penalty: 3881.519775
	Iteration 2F: 3 clusters Score -273848.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -273975.031250 Penalty: 3881.519775
	Iteration 3F: 3 clusters Score -273975 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -274076.218750 Penalty: 3881.519775
	Iteration 4Q: 3 clusters Score -274076.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -274170.406250 Penalty: 3881.519775
	Iteration 5Q: 3 clusters Score -274170.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -274247.500000 Penalty: 3881.519775
	Iteration 6Q: 3 clusters Score -274247.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -274321.750000 Penalty: 3881.519775
	Iteration 7Q: 3 clusters Score -274321.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -274370.343750 Penalty: 3881.519775
	Iteration 8Q: 3 clusters Score -274370.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -274401.593750 Penalty: 3881.519775
	Iteration 9Q: 3 clusters Score -274401.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -274424.187500 Penalty: 3881.519775
	Iteration 10Q: 3 clusters Score -274424.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -274449.937500 Penalty: 3881.519775
	Iteration 11Q: 3 clusters Score -274449.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -274471.156250 Penalty: 3881.519775
	Iteration 12Q: 3 clusters Score -274471.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -274485.437500 Penalty: 3881.519775
	Iteration 13Q: 3 clusters Score -274485.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -274493.937500 Penalty: 3881.519775
	Iteration 14Q: 3 clusters Score -274493.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -274499.562500 Penalty: 3881.519775
	Iteration 15Q: 3 clusters Score -274499.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -274504.812500 Penalty: 3881.519775
	Iteration 16Q: 3 clusters Score -274504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -274508.093750 Penalty: 3881.519775
	Iteration 17Q: 3 clusters Score -274508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -274509.593750 Penalty: 3881.519775
	Iteration 18Q: 3 clusters Score -274509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -274512.593750 Penalty: 3881.519775
	Iteration 19Q: 3 clusters Score -274512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -274515.031250 Penalty: 3881.519775
	Iteration 20F: 3 clusters Score -274515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -274517.187500 Penalty: 3881.519775
	Iteration 21Q: 3 clusters Score -274517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -274519.500000 Penalty: 3881.519775
	Iteration 22Q: 3 clusters Score -274519.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -274522.843750 Penalty: 3881.519775
	Iteration 23Q: 3 clusters Score -274522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -274526.125000 Penalty: 3881.519775
	Iteration 24Q: 3 clusters Score -274526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -274530.875000 Penalty: 3881.519775
	Iteration 25Q: 3 clusters Score -274530.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -274536.187500 Penalty: 3881.519775
	Iteration 26Q: 3 clusters Score -274536.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -274540.281250 Penalty: 3881.519775
	Iteration 27Q: 3 clusters Score -274540.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -274544.843750 Penalty: 3881.519775
	Iteration 28Q: 3 clusters Score -274544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -274548.718750 Penalty: 3881.519775
	Iteration 29Q: 3 clusters Score -274548.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -274553.531250 Penalty: 3881.519775
	Iteration 30Q: 3 clusters Score -274553.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -274557.500000 Penalty: 3881.519775
	Iteration 31Q: 3 clusters Score -274557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -274559.000000 Penalty: 3881.519775
	Iteration 32Q: 3 clusters Score -274559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -274563.750000 Penalty: 3881.519775
	Iteration 33Q: 3 clusters Score -274563.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -274565.625000 Penalty: 3881.519775
	Iteration 34Q: 3 clusters Score -274565.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -274566.812500 Penalty: 3881.519775
	Iteration 35Q: 3 clusters Score -274566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -274568.968750 Penalty: 3881.519775
	Iteration 36Q: 3 clusters Score -274569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -274570.968750 Penalty: 3881.519775
	Iteration 37Q: 3 clusters Score -274571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -274572.593750 Penalty: 3881.519775
	Iteration 38Q: 3 clusters Score -274572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -274573.343750 Penalty: 3881.519775
	Iteration 39Q: 3 clusters Score -274573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -274573.343750 Penalty: 3881.519775
	Iteration 40F: 3 clusters Score -274573.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Entering Unmasked Estep 
Score: -1564693.875000 Penalty: 2373.231445
	Iteration 0F: 2 clusters Score -1564694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1554255.750000 Penalty: 4746.462891
	Iteration 0F: 3 clusters Score -1554256 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1557820.125000 Penalty: 4746.462891
	Iteration 1F: 3 clusters Score -1557820 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1558667.875000 Penalty: 4746.462891
	Iteration 2F: 3 clusters Score -1558668 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1559530.000000 Penalty: 4746.462891
	Iteration 3F: 3 clusters Score -1559530 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1560328.000000 Penalty: 4746.462891
	Iteration 4F: 3 clusters Score -1560328 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1561016.375000 Penalty: 4746.462891
	Iteration 5F: 3 clusters Score -1561016 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1561536.500000 Penalty: 4746.462891
	Iteration 6F: 3 clusters Score -1561536 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1561911.875000 Penalty: 4746.462891
	Iteration 7Q: 3 clusters Score -1561912 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1562212.500000 Penalty: 4746.462891
	Iteration 8Q: 3 clusters Score -1562212 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1562413.375000 Penalty: 4746.462891
	Iteration 9Q: 3 clusters Score -1562413 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1562571.625000 Penalty: 4746.462891
	Iteration 10Q: 3 clusters Score -1562572 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1562674.875000 Penalty: 4746.462891
	Iteration 11Q: 3 clusters Score -1562675 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1562733.375000 Penalty: 4746.462891
	Iteration 12Q: 3 clusters Score -1562733 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1562791.000000 Penalty: 4746.462891
	Iteration 13Q: 3 clusters Score -1562791 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1562840.500000 Penalty: 4746.462891
	Iteration 14Q: 3 clusters Score -1562840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1562873.500000 Penalty: 4746.462891
	Iteration 15Q: 3 clusters Score -1562874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1562903.250000 Penalty: 4746.462891
	Iteration 16Q: 3 clusters Score -1562903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1562914.875000 Penalty: 4746.462891
	Iteration 17Q: 3 clusters Score -1562915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1562929.875000 Penalty: 4746.462891
	Iteration 18Q: 3 clusters Score -1562930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1562959.875000 Penalty: 4746.462891
	Iteration 19Q: 3 clusters Score -1562960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1562969.125000 Penalty: 4746.462891
	Iteration 20F: 3 clusters Score -1562969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1562982.875000 Penalty: 4746.462891
	Iteration 21Q: 3 clusters Score -1562983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1562994.250000 Penalty: 4746.462891
	Iteration 22Q: 3 clusters Score -1562994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1563003.500000 Penalty: 4746.462891
	Iteration 23Q: 3 clusters Score -1563004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1563014.500000 Penalty: 4746.462891
	Iteration 24Q: 3 clusters Score -1563014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1563013.500000 Penalty: 4746.462891
	Iteration 25Q: 3 clusters Score -1563014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1563025.500000 Penalty: 4746.462891
	Iteration 26Q: 3 clusters Score -1563026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1563036.125000 Penalty: 4746.462891
	Iteration 27Q: 3 clusters Score -1563036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1563039.500000 Penalty: 4746.462891
	Iteration 28Q: 3 clusters Score -1563040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1563045.625000 Penalty: 4746.462891
	Iteration 29Q: 3 clusters Score -1563046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1563050.000000 Penalty: 4746.462891
	Iteration 30Q: 3 clusters Score -1563050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1563054.000000 Penalty: 4746.462891
	Iteration 31Q: 3 clusters Score -1563054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1563057.875000 Penalty: 4746.462891
	Iteration 32Q: 3 clusters Score -1563058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1563064.000000 Penalty: 4746.462891
	Iteration 33Q: 3 clusters Score -1563064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1563068.750000 Penalty: 4746.462891
	Iteration 34Q: 3 clusters Score -1563069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1563079.375000 Penalty: 4746.462891
	Iteration 35Q: 3 clusters Score -1563079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1563085.000000 Penalty: 4746.462891
	Iteration 36Q: 3 clusters Score -1563085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1563086.250000 Penalty: 4746.462891
	Iteration 37Q: 3 clusters Score -1563086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1563088.750000 Penalty: 4746.462891
	Iteration 38Q: 3 clusters Score -1563089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1563091.125000 Penalty: 4746.462891
	Iteration 39Q: 3 clusters Score -1563091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1563091.000000 Penalty: 4746.462891
	Iteration 40F: 3 clusters Score -1563091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1563094.500000 Penalty: 4746.462891
	Iteration 41Q: 3 clusters Score -1563094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1563096.750000 Penalty: 4746.462891
	Iteration 42Q: 3 clusters Score -1563097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1563104.125000 Penalty: 4746.462891
	Iteration 43Q: 3 clusters Score -1563104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1563101.250000 Penalty: 4746.462891
	Iteration 44Q: 3 clusters Score -1563101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1563105.000000 Penalty: 4746.462891
	Iteration 45Q: 3 clusters Score -1563105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1563107.500000 Penalty: 4746.462891
	Iteration 46Q: 3 clusters Score -1563108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1563107.625000 Penalty: 4746.462891
	Iteration 47Q: 3 clusters Score -1563108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1563112.875000 Penalty: 4746.462891
	Iteration 48Q: 3 clusters Score -1563113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1563113.125000 Penalty: 4746.462891
	Iteration 49Q: 3 clusters Score -1563113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1563116.250000 Penalty: 4746.462891
	Iteration 50Q: 3 clusters Score -1563116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1563115.750000 Penalty: 4746.462891
	Iteration 51Q: 3 clusters Score -1563116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1563116.125000 Penalty: 4746.462891
	Iteration 52Q: 3 clusters Score -1563116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1563118.625000 Penalty: 4746.462891
	Iteration 53Q: 3 clusters Score -1563119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1563117.125000 Penalty: 4746.462891
	Iteration 54Q: 3 clusters Score -1563117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1563115.875000 Penalty: 4746.462891
	Iteration 55Q: 3 clusters Score -1563116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1563119.875000 Penalty: 4746.462891
	Iteration 56Q: 3 clusters Score -1563120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1563120.000000 Penalty: 4746.462891
	Iteration 57Q: 3 clusters Score -1563120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1563122.625000 Penalty: 4746.462891
	Iteration 58Q: 3 clusters Score -1563123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1563124.750000 Penalty: 4746.462891
	Iteration 59Q: 3 clusters Score -1563125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1563122.750000 Penalty: 4746.462891
	Iteration 60F: 3 clusters Score -1563123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1563125.250000 Penalty: 4746.462891
	Iteration 61Q: 3 clusters Score -1563125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1563129.375000 Penalty: 4746.462891
	Iteration 62Q: 3 clusters Score -1563129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1563132.875000 Penalty: 4746.462891
	Iteration 63Q: 3 clusters Score -1563133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1563138.125000 Penalty: 4746.462891
	Iteration 64Q: 3 clusters Score -1563138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1563137.875000 Penalty: 4746.462891
	Iteration 65Q: 3 clusters Score -1563138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1563139.375000 Penalty: 4746.462891
	Iteration 66Q: 3 clusters Score -1563139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1563138.500000 Penalty: 4746.462891
	Iteration 67Q: 3 clusters Score -1563138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1563138.125000 Penalty: 4746.462891
	Iteration 68Q: 3 clusters Score -1563138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1563138.875000 Penalty: 4746.462891
	Iteration 69Q: 3 clusters Score -1563139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1563139.625000 Penalty: 4746.462891
	Iteration 70Q: 3 clusters Score -1563140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1563145.875000 Penalty: 4746.462891
	Iteration 71Q: 3 clusters Score -1563146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1563144.625000 Penalty: 4746.462891
	Iteration 72Q: 3 clusters Score -1563145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1563147.750000 Penalty: 4746.462891
	Iteration 73Q: 3 clusters Score -1563148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1563149.750000 Penalty: 4746.462891
	Iteration 74Q: 3 clusters Score -1563150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1563148.500000 Penalty: 4746.462891
	Iteration 75Q: 3 clusters Score -1563148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1563148.250000 Penalty: 4746.462891
	Iteration 76Q: 3 clusters Score -1563148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1563143.625000 Penalty: 4746.462891
	Iteration 77Q: 3 clusters Score -1563144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1563148.250000 Penalty: 4746.462891
	Iteration 78Q: 3 clusters Score -1563148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1563150.125000 Penalty: 4746.462891
	Iteration 79Q: 3 clusters Score -1563150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1563154.125000 Penalty: 4746.462891
	Iteration 80F: 3 clusters Score -1563154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1563153.375000 Penalty: 4746.462891
	Iteration 81Q: 3 clusters Score -1563153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1563150.125000 Penalty: 4746.462891
	Iteration 82Q: 3 clusters Score -1563150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1563155.625000 Penalty: 4746.462891
	Iteration 83Q: 3 clusters Score -1563156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1563158.125000 Penalty: 4746.462891
	Iteration 84Q: 3 clusters Score -1563158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1563161.625000 Penalty: 4746.462891
	Iteration 85Q: 3 clusters Score -1563162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1563161.750000 Penalty: 4746.462891
	Iteration 86Q: 3 clusters Score -1563162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1563161.125000 Penalty: 4746.462891
	Iteration 87Q: 3 clusters Score -1563161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1563161.625000 Penalty: 4746.462891
	Iteration 88Q: 3 clusters Score -1563162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1563160.875000 Penalty: 4746.462891
	Iteration 89Q: 3 clusters Score -1563161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1563162.500000 Penalty: 4746.462891
	Iteration 90Q: 3 clusters Score -1563162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1563164.500000 Penalty: 4746.462891
	Iteration 91Q: 3 clusters Score -1563164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1563163.875000 Penalty: 4746.462891
	Iteration 92Q: 3 clusters Score -1563164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1563167.125000 Penalty: 4746.462891
	Iteration 93Q: 3 clusters Score -1563167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1563165.750000 Penalty: 4746.462891
	Iteration 94Q: 3 clusters Score -1563166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1563167.875000 Penalty: 4746.462891
	Iteration 95Q: 3 clusters Score -1563168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1563166.125000 Penalty: 4746.462891
	Iteration 96Q: 3 clusters Score -1563166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1563164.875000 Penalty: 4746.462891
	Iteration 97Q: 3 clusters Score -1563165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1563167.375000 Penalty: 4746.462891
	Iteration 98Q: 3 clusters Score -1563167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1563170.125000 Penalty: 4746.462891
	Iteration 99Q: 3 clusters Score -1563170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1563176.750000 Penalty: 4746.462891
	Iteration 100F: 3 clusters Score -1563177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1563178.875000 Penalty: 4746.462891
	Iteration 101Q: 3 clusters Score -1563179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1563177.750000 Penalty: 4746.462891
	Iteration 102Q: 3 clusters Score -1563178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1563180.500000 Penalty: 4746.462891
	Iteration 103Q: 3 clusters Score -1563180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1563180.000000 Penalty: 4746.462891
	Iteration 104Q: 3 clusters Score -1563180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1563187.000000 Penalty: 4746.462891
	Iteration 105Q: 3 clusters Score -1563187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1563189.125000 Penalty: 4746.462891
	Iteration 106Q: 3 clusters Score -1563189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1563190.125000 Penalty: 4746.462891
	Iteration 107Q: 3 clusters Score -1563190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1563189.375000 Penalty: 4746.462891
	Iteration 108Q: 3 clusters Score -1563189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1563190.375000 Penalty: 4746.462891
	Iteration 109Q: 3 clusters Score -1563190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1563192.250000 Penalty: 4746.462891
	Iteration 110Q: 3 clusters Score -1563192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1563190.750000 Penalty: 4746.462891
	Iteration 111Q: 3 clusters Score -1563191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1563190.375000 Penalty: 4746.462891
	Iteration 112Q: 3 clusters Score -1563190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1563191.000000 Penalty: 4746.462891
	Iteration 113Q: 3 clusters Score -1563191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1563188.375000 Penalty: 4746.462891
	Iteration 114Q: 3 clusters Score -1563188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1563188.375000 Penalty: 4746.462891
	Iteration 115F: 3 clusters Score -1563188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Entering Unmasked Estep 
Score: -868138.125000 Penalty: 2208.382080
	Iteration 0F: 2 clusters Score -868138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -862173.375000 Penalty: 4416.764160
	Iteration 0F: 3 clusters Score -862173.4 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -863760.125000 Penalty: 4416.764160
	Iteration 1F: 3 clusters Score -863760.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -864030.812500 Penalty: 4416.764160
	Iteration 2F: 3 clusters Score -864030.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -864204.062500 Penalty: 4416.764160
	Iteration 3F: 3 clusters Score -864204.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -864328.812500 Penalty: 4416.764160
	Iteration 4Q: 3 clusters Score -864328.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -864426.812500 Penalty: 4416.764160
	Iteration 5Q: 3 clusters Score -864426.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -864504.437500 Penalty: 4416.764160
	Iteration 6Q: 3 clusters Score -864504.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -864576.125000 Penalty: 4416.764160
	Iteration 7Q: 3 clusters Score -864576.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -864626.062500 Penalty: 4416.764160
	Iteration 8Q: 3 clusters Score -864626.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -864662.937500 Penalty: 4416.764160
	Iteration 9Q: 3 clusters Score -864662.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -864702.250000 Penalty: 4416.764160
	Iteration 10Q: 3 clusters Score -864702.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -864744.062500 Penalty: 4416.764160
	Iteration 11Q: 3 clusters Score -864744.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -864785.125000 Penalty: 4416.764160
	Iteration 12Q: 3 clusters Score -864785.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -864825.437500 Penalty: 4416.764160
	Iteration 13Q: 3 clusters Score -864825.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -864865.312500 Penalty: 4416.764160
	Iteration 14Q: 3 clusters Score -864865.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -864905.812500 Penalty: 4416.764160
	Iteration 15Q: 3 clusters Score -864905.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -864945.875000 Penalty: 4416.764160
	Iteration 16Q: 3 clusters Score -864945.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -864987.875000 Penalty: 4416.764160
	Iteration 17Q: 3 clusters Score -864987.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -865035.312500 Penalty: 4416.764160
	Iteration 18Q: 3 clusters Score -865035.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -865086.937500 Penalty: 4416.764160
	Iteration 19Q: 3 clusters Score -865086.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -865136.812500 Penalty: 4416.764160
	Iteration 20F: 3 clusters Score -865136.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -865181.312500 Penalty: 4416.764160
	Iteration 21Q: 3 clusters Score -865181.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -865220.437500 Penalty: 4416.764160
	Iteration 22Q: 3 clusters Score -865220.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -865258.187500 Penalty: 4416.764160
	Iteration 23Q: 3 clusters Score -865258.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -865300.750000 Penalty: 4416.764160
	Iteration 24Q: 3 clusters Score -865300.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -865343.250000 Penalty: 4416.764160
	Iteration 25Q: 3 clusters Score -865343.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -865374.500000 Penalty: 4416.764160
	Iteration 26Q: 3 clusters Score -865374.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -865403.937500 Penalty: 4416.764160
	Iteration 27Q: 3 clusters Score -865403.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -865422.812500 Penalty: 4416.764160
	Iteration 28Q: 3 clusters Score -865422.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -865442.500000 Penalty: 4416.764160
	Iteration 29Q: 3 clusters Score -865442.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -865457.875000 Penalty: 4416.764160
	Iteration 30Q: 3 clusters Score -865457.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -865475.062500 Penalty: 4416.764160
	Iteration 31Q: 3 clusters Score -865475.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -865501.437500 Penalty: 4416.764160
	Iteration 32Q: 3 clusters Score -865501.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -865525.000000 Penalty: 4416.764160
	Iteration 33Q: 3 clusters Score -865525 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -865540.250000 Penalty: 4416.764160
	Iteration 34Q: 3 clusters Score -865540.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -865551.125000 Penalty: 4416.764160
	Iteration 35Q: 3 clusters Score -865551.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -865567.562500 Penalty: 4416.764160
	Iteration 36Q: 3 clusters Score -865567.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -865591.875000 Penalty: 4416.764160
	Iteration 37Q: 3 clusters Score -865591.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -865614.250000 Penalty: 4416.764160
	Iteration 38Q: 3 clusters Score -865614.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -865640.937500 Penalty: 4416.764160
	Iteration 39Q: 3 clusters Score -865640.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -865663.125000 Penalty: 4416.764160
	Iteration 40F: 3 clusters Score -865663.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -865686.000000 Penalty: 4416.764160
	Iteration 41Q: 3 clusters Score -865686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -865705.687500 Penalty: 4416.764160
	Iteration 42Q: 3 clusters Score -865705.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -865722.687500 Penalty: 4416.764160
	Iteration 43Q: 3 clusters Score -865722.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -865742.625000 Penalty: 4416.764160
	Iteration 44Q: 3 clusters Score -865742.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -865766.875000 Penalty: 4416.764160
	Iteration 45Q: 3 clusters Score -865766.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -865786.750000 Penalty: 4416.764160
	Iteration 46Q: 3 clusters Score -865786.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -865812.500000 Penalty: 4416.764160
	Iteration 47Q: 3 clusters Score -865812.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -865839.750000 Penalty: 4416.764160
	Iteration 48Q: 3 clusters Score -865839.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -865864.562500 Penalty: 4416.764160
	Iteration 49Q: 3 clusters Score -865864.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -865897.125000 Penalty: 4416.764160
	Iteration 50Q: 3 clusters Score -865897.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -865925.250000 Penalty: 4416.764160
	Iteration 51Q: 3 clusters Score -865925.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -865952.437500 Penalty: 4416.764160
	Iteration 52Q: 3 clusters Score -865952.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -865971.562500 Penalty: 4416.764160
	Iteration 53Q: 3 clusters Score -865971.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -865996.125000 Penalty: 4416.764160
	Iteration 54Q: 3 clusters Score -865996.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -866024.625000 Penalty: 4416.764160
	Iteration 55Q: 3 clusters Score -866024.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -866043.625000 Penalty: 4416.764160
	Iteration 56Q: 3 clusters Score -866043.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -866057.312500 Penalty: 4416.764160
	Iteration 57Q: 3 clusters Score -866057.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -866069.437500 Penalty: 4416.764160
	Iteration 58Q: 3 clusters Score -866069.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -866081.250000 Penalty: 4416.764160
	Iteration 59Q: 3 clusters Score -866081.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -866095.250000 Penalty: 4416.764160
	Iteration 60F: 3 clusters Score -866095.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -866108.875000 Penalty: 4416.764160
	Iteration 61Q: 3 clusters Score -866108.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -866116.812500 Penalty: 4416.764160
	Iteration 62Q: 3 clusters Score -866116.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -866126.812500 Penalty: 4416.764160
	Iteration 63Q: 3 clusters Score -866126.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -866135.250000 Penalty: 4416.764160
	Iteration 64Q: 3 clusters Score -866135.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -866147.062500 Penalty: 4416.764160
	Iteration 65Q: 3 clusters Score -866147.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -866151.375000 Penalty: 4416.764160
	Iteration 66Q: 3 clusters Score -866151.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -866157.437500 Penalty: 4416.764160
	Iteration 67Q: 3 clusters Score -866157.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -866162.000000 Penalty: 4416.764160
	Iteration 68Q: 3 clusters Score -866162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -866167.937500 Penalty: 4416.764160
	Iteration 69Q: 3 clusters Score -866167.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -866174.000000 Penalty: 4416.764160
	Iteration 70Q: 3 clusters Score -866174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -866179.937500 Penalty: 4416.764160
	Iteration 71Q: 3 clusters Score -866179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -866184.000000 Penalty: 4416.764160
	Iteration 72Q: 3 clusters Score -866184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -866183.187500 Penalty: 4416.764160
	Iteration 73Q: 3 clusters Score -866183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -866184.125000 Penalty: 4416.764160
	Iteration 74Q: 3 clusters Score -866184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -866185.187500 Penalty: 4416.764160
	Iteration 75Q: 3 clusters Score -866185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -866185.187500 Penalty: 4416.764160
	Iteration 76F: 3 clusters Score -866185.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Entering Unmasked Estep 
Score: -992923.375000 Penalty: 2290.747559
	Iteration 0F: 2 clusters Score -992923.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -985112.500000 Penalty: 4581.495117
	Iteration 0F: 3 clusters Score -985112.5 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -987526.500000 Penalty: 4581.495117
	Iteration 1F: 3 clusters Score -987526.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -987966.187500 Penalty: 4581.495117
	Iteration 2F: 3 clusters Score -987966.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -988288.000000 Penalty: 4581.495117
	Iteration 3F: 3 clusters Score -988288 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -988567.750000 Penalty: 4581.495117
	Iteration 4Q: 3 clusters Score -988567.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -988822.312500 Penalty: 4581.495117
	Iteration 5Q: 3 clusters Score -988822.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -989113.250000 Penalty: 4581.495117
	Iteration 6Q: 3 clusters Score -989113.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -989398.812500 Penalty: 4581.495117
	Iteration 7Q: 3 clusters Score -989398.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -989715.062500 Penalty: 4581.495117
	Iteration 8Q: 3 clusters Score -989715.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -990029.562500 Penalty: 4581.495117
	Iteration 9Q: 3 clusters Score -990029.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -990329.437500 Penalty: 4581.495117
	Iteration 10Q: 3 clusters Score -990329.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -990595.812500 Penalty: 4581.495117
	Iteration 11Q: 3 clusters Score -990595.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -990788.750000 Penalty: 4581.495117
	Iteration 12Q: 3 clusters Score -990788.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -990913.500000 Penalty: 4581.495117
	Iteration 13Q: 3 clusters Score -990913.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -991005.812500 Penalty: 4581.495117
	Iteration 14Q: 3 clusters Score -991005.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -991064.937500 Penalty: 4581.495117
	Iteration 15Q: 3 clusters Score -991064.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -991107.625000 Penalty: 4581.495117
	Iteration 16Q: 3 clusters Score -991107.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -991143.125000 Penalty: 4581.495117
	Iteration 17Q: 3 clusters Score -991143.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -991173.250000 Penalty: 4581.495117
	Iteration 18Q: 3 clusters Score -991173.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -991193.250000 Penalty: 4581.495117
	Iteration 19Q: 3 clusters Score -991193.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -991205.125000 Penalty: 4581.495117
	Iteration 20F: 3 clusters Score -991205.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -991213.437500 Penalty: 4581.495117
	Iteration 21Q: 3 clusters Score -991213.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -991223.625000 Penalty: 4581.495117
	Iteration 22Q: 3 clusters Score -991223.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -991232.812500 Penalty: 4581.495117
	Iteration 23Q: 3 clusters Score -991232.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -991233.562500 Penalty: 4581.495117
	Iteration 24Q: 3 clusters Score -991233.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -991239.875000 Penalty: 4581.495117
	Iteration 25Q: 3 clusters Score -991239.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -991241.437500 Penalty: 4581.495117
	Iteration 26Q: 3 clusters Score -991241.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -991242.312500 Penalty: 4581.495117
	Iteration 27Q: 3 clusters Score -991242.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -991246.250000 Penalty: 4581.495117
	Iteration 28Q: 3 clusters Score -991246.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -991251.062500 Penalty: 4581.495117
	Iteration 29Q: 3 clusters Score -991251.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -991254.000000 Penalty: 4581.495117
	Iteration 30Q: 3 clusters Score -991254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -991259.937500 Penalty: 4581.495117
	Iteration 31Q: 3 clusters Score -991259.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -991263.562500 Penalty: 4581.495117
	Iteration 32Q: 3 clusters Score -991263.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -991266.000000 Penalty: 4581.495117
	Iteration 33Q: 3 clusters Score -991266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -991267.625000 Penalty: 4581.495117
	Iteration 34Q: 3 clusters Score -991267.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -991271.000000 Penalty: 4581.495117
	Iteration 35Q: 3 clusters Score -991271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -991268.812500 Penalty: 4581.495117
	Iteration 36Q: 3 clusters Score -991268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -991271.312500 Penalty: 4581.495117
	Iteration 37Q: 3 clusters Score -991271.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -991272.750000 Penalty: 4581.495117
	Iteration 38Q: 3 clusters Score -991272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -991274.187500 Penalty: 4581.495117
	Iteration 39Q: 3 clusters Score -991274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -991272.750000 Penalty: 4581.495117
	Iteration 40F: 3 clusters Score -991272.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -991277.187500 Penalty: 4581.495117
	Iteration 41Q: 3 clusters Score -991277.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -991281.000000 Penalty: 4581.495117
	Iteration 42Q: 3 clusters Score -991281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -991281.750000 Penalty: 4581.495117
	Iteration 43Q: 3 clusters Score -991281.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -991285.812500 Penalty: 4581.495117
	Iteration 44Q: 3 clusters Score -991285.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -991289.312500 Penalty: 4581.495117
	Iteration 45Q: 3 clusters Score -991289.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -991287.312500 Penalty: 4581.495117
	Iteration 46Q: 3 clusters Score -991287.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -991287.000000 Penalty: 4581.495117
	Iteration 47Q: 3 clusters Score -991287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -991287.562500 Penalty: 4581.495117
	Iteration 48Q: 3 clusters Score -991287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -991287.562500 Penalty: 4581.495117
	Iteration 49F: 3 clusters Score -991287.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Entering Unmasked Estep 
Score: -1145257.500000 Penalty: 2299.898682
	Iteration 0F: 2 clusters Score -1145258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1137166.500000 Penalty: 4599.797363
	Iteration 0F: 3 clusters Score -1137166 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1139994.250000 Penalty: 4599.797363
	Iteration 1F: 3 clusters Score -1139994 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1140732.000000 Penalty: 4599.797363
	Iteration 2F: 3 clusters Score -1140732 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1141386.500000 Penalty: 4599.797363
	Iteration 3F: 3 clusters Score -1141386 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1141986.375000 Penalty: 4599.797363
	Iteration 4F: 3 clusters Score -1141986 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1142380.000000 Penalty: 4599.797363
	Iteration 5F: 3 clusters Score -1142380 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1142626.500000 Penalty: 4599.797363
	Iteration 6Q: 3 clusters Score -1142626 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1142838.250000 Penalty: 4599.797363
	Iteration 7Q: 3 clusters Score -1142838 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1143012.125000 Penalty: 4599.797363
	Iteration 8Q: 3 clusters Score -1143012 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1143148.250000 Penalty: 4599.797363
	Iteration 9Q: 3 clusters Score -1143148 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1143247.125000 Penalty: 4599.797363
	Iteration 10Q: 3 clusters Score -1143247 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1143303.500000 Penalty: 4599.797363
	Iteration 11Q: 3 clusters Score -1143304 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1143346.750000 Penalty: 4599.797363
	Iteration 12Q: 3 clusters Score -1143347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1143380.125000 Penalty: 4599.797363
	Iteration 13Q: 3 clusters Score -1143380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1143415.625000 Penalty: 4599.797363
	Iteration 14Q: 3 clusters Score -1143416 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1143433.875000 Penalty: 4599.797363
	Iteration 15Q: 3 clusters Score -1143434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1143448.000000 Penalty: 4599.797363
	Iteration 16Q: 3 clusters Score -1143448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1143462.125000 Penalty: 4599.797363
	Iteration 17Q: 3 clusters Score -1143462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1143470.750000 Penalty: 4599.797363
	Iteration 18Q: 3 clusters Score -1143471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1143483.750000 Penalty: 4599.797363
	Iteration 19Q: 3 clusters Score -1143484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1143492.875000 Penalty: 4599.797363
	Iteration 20F: 3 clusters Score -1143493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1143500.750000 Penalty: 4599.797363
	Iteration 21Q: 3 clusters Score -1143501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1143514.375000 Penalty: 4599.797363
	Iteration 22Q: 3 clusters Score -1143514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1143532.500000 Penalty: 4599.797363
	Iteration 23Q: 3 clusters Score -1143532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1143548.625000 Penalty: 4599.797363
	Iteration 24Q: 3 clusters Score -1143549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1143560.750000 Penalty: 4599.797363
	Iteration 25Q: 3 clusters Score -1143561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1143581.875000 Penalty: 4599.797363
	Iteration 26Q: 3 clusters Score -1143582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1143599.125000 Penalty: 4599.797363
	Iteration 27Q: 3 clusters Score -1143599 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1143612.375000 Penalty: 4599.797363
	Iteration 28Q: 3 clusters Score -1143612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1143625.875000 Penalty: 4599.797363
	Iteration 29Q: 3 clusters Score -1143626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1143634.625000 Penalty: 4599.797363
	Iteration 30Q: 3 clusters Score -1143635 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1143646.250000 Penalty: 4599.797363
	Iteration 31Q: 3 clusters Score -1143646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1143657.000000 Penalty: 4599.797363
	Iteration 32Q: 3 clusters Score -1143657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1143666.000000 Penalty: 4599.797363
	Iteration 33Q: 3 clusters Score -1143666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1143679.000000 Penalty: 4599.797363
	Iteration 34Q: 3 clusters Score -1143679 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1143686.000000 Penalty: 4599.797363
	Iteration 35Q: 3 clusters Score -1143686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1143700.750000 Penalty: 4599.797363
	Iteration 36Q: 3 clusters Score -1143701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1143708.875000 Penalty: 4599.797363
	Iteration 37Q: 3 clusters Score -1143709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1143718.625000 Penalty: 4599.797363
	Iteration 38Q: 3 clusters Score -1143719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1143729.250000 Penalty: 4599.797363
	Iteration 39Q: 3 clusters Score -1143729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1143736.375000 Penalty: 4599.797363
	Iteration 40F: 3 clusters Score -1143736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1143747.500000 Penalty: 4599.797363
	Iteration 41Q: 3 clusters Score -1143748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1143755.500000 Penalty: 4599.797363
	Iteration 42Q: 3 clusters Score -1143756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1143762.250000 Penalty: 4599.797363
	Iteration 43Q: 3 clusters Score -1143762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1143769.375000 Penalty: 4599.797363
	Iteration 44Q: 3 clusters Score -1143769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1143777.250000 Penalty: 4599.797363
	Iteration 45Q: 3 clusters Score -1143777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1143788.625000 Penalty: 4599.797363
	Iteration 46Q: 3 clusters Score -1143789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1143797.375000 Penalty: 4599.797363
	Iteration 47Q: 3 clusters Score -1143797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1143812.000000 Penalty: 4599.797363
	Iteration 48Q: 3 clusters Score -1143812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1143824.500000 Penalty: 4599.797363
	Iteration 49Q: 3 clusters Score -1143824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1143833.125000 Penalty: 4599.797363
	Iteration 50Q: 3 clusters Score -1143833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1143845.500000 Penalty: 4599.797363
	Iteration 51Q: 3 clusters Score -1143846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1143865.375000 Penalty: 4599.797363
	Iteration 52Q: 3 clusters Score -1143865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1143871.250000 Penalty: 4599.797363
	Iteration 53Q: 3 clusters Score -1143871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1143884.750000 Penalty: 4599.797363
	Iteration 54Q: 3 clusters Score -1143885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1143890.750000 Penalty: 4599.797363
	Iteration 55Q: 3 clusters Score -1143891 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1143907.375000 Penalty: 4599.797363
	Iteration 56Q: 3 clusters Score -1143907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1143916.750000 Penalty: 4599.797363
	Iteration 57Q: 3 clusters Score -1143917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1143922.250000 Penalty: 4599.797363
	Iteration 58Q: 3 clusters Score -1143922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1143931.125000 Penalty: 4599.797363
	Iteration 59Q: 3 clusters Score -1143931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1143938.750000 Penalty: 4599.797363
	Iteration 60F: 3 clusters Score -1143939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1143951.625000 Penalty: 4599.797363
	Iteration 61Q: 3 clusters Score -1143952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1143959.125000 Penalty: 4599.797363
	Iteration 62Q: 3 clusters Score -1143959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1143976.125000 Penalty: 4599.797363
	Iteration 63Q: 3 clusters Score -1143976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1143989.000000 Penalty: 4599.797363
	Iteration 64Q: 3 clusters Score -1143989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1143998.375000 Penalty: 4599.797363
	Iteration 65Q: 3 clusters Score -1143998 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1144013.375000 Penalty: 4599.797363
	Iteration 66Q: 3 clusters Score -1144013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1144023.625000 Penalty: 4599.797363
	Iteration 67Q: 3 clusters Score -1144024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1144031.125000 Penalty: 4599.797363
	Iteration 68Q: 3 clusters Score -1144031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1144052.125000 Penalty: 4599.797363
	Iteration 69Q: 3 clusters Score -1144052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1144064.750000 Penalty: 4599.797363
	Iteration 70Q: 3 clusters Score -1144065 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1144084.750000 Penalty: 4599.797363
	Iteration 71Q: 3 clusters Score -1144085 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1144099.375000 Penalty: 4599.797363
	Iteration 72Q: 3 clusters Score -1144099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1144122.875000 Penalty: 4599.797363
	Iteration 73Q: 3 clusters Score -1144123 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1144152.875000 Penalty: 4599.797363
	Iteration 74Q: 3 clusters Score -1144153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1144169.625000 Penalty: 4599.797363
	Iteration 75Q: 3 clusters Score -1144170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1144189.125000 Penalty: 4599.797363
	Iteration 76Q: 3 clusters Score -1144189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1144203.625000 Penalty: 4599.797363
	Iteration 77Q: 3 clusters Score -1144204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1144219.250000 Penalty: 4599.797363
	Iteration 78Q: 3 clusters Score -1144219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1144230.875000 Penalty: 4599.797363
	Iteration 79Q: 3 clusters Score -1144231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1144240.875000 Penalty: 4599.797363
	Iteration 80F: 3 clusters Score -1144241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1144249.750000 Penalty: 4599.797363
	Iteration 81Q: 3 clusters Score -1144250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1144259.125000 Penalty: 4599.797363
	Iteration 82Q: 3 clusters Score -1144259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1144265.125000 Penalty: 4599.797363
	Iteration 83Q: 3 clusters Score -1144265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1144267.125000 Penalty: 4599.797363
	Iteration 84Q: 3 clusters Score -1144267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1144269.625000 Penalty: 4599.797363
	Iteration 85Q: 3 clusters Score -1144270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1144274.625000 Penalty: 4599.797363
	Iteration 86Q: 3 clusters Score -1144275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1144278.125000 Penalty: 4599.797363
	Iteration 87Q: 3 clusters Score -1144278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1144279.000000 Penalty: 4599.797363
	Iteration 88Q: 3 clusters Score -1144279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1144282.375000 Penalty: 4599.797363
	Iteration 89Q: 3 clusters Score -1144282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1144281.875000 Penalty: 4599.797363
	Iteration 90Q: 3 clusters Score -1144282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1144285.750000 Penalty: 4599.797363
	Iteration 91Q: 3 clusters Score -1144286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1144286.500000 Penalty: 4599.797363
	Iteration 92Q: 3 clusters Score -1144286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1144286.750000 Penalty: 4599.797363
	Iteration 93Q: 3 clusters Score -1144287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1144287.125000 Penalty: 4599.797363
	Iteration 94Q: 3 clusters Score -1144287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1144291.250000 Penalty: 4599.797363
	Iteration 95Q: 3 clusters Score -1144291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1144291.125000 Penalty: 4599.797363
	Iteration 96Q: 3 clusters Score -1144291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1144292.875000 Penalty: 4599.797363
	Iteration 97Q: 3 clusters Score -1144293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1144293.500000 Penalty: 4599.797363
	Iteration 98Q: 3 clusters Score -1144294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1144295.500000 Penalty: 4599.797363
	Iteration 99Q: 3 clusters Score -1144296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1144293.625000 Penalty: 4599.797363
	Iteration 100F: 3 clusters Score -1144294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1144294.875000 Penalty: 4599.797363
	Iteration 101Q: 3 clusters Score -1144295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1144294.875000 Penalty: 4599.797363
	Iteration 102F: 3 clusters Score -1144295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Entering Unmasked Estep 
Score: -2324115.250000 Penalty: 2448.127197
	Iteration 0F: 2 clusters Score -2324115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2310420.000000 Penalty: 4896.254395
	Iteration 0F: 3 clusters Score -2310420 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2315122.500000 Penalty: 4896.254395
	Iteration 1F: 3 clusters Score -2315122 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2315695.250000 Penalty: 4896.254395
	Iteration 2F: 3 clusters Score -2315695 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2316171.750000 Penalty: 4896.254395
	Iteration 3F: 3 clusters Score -2316172 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2316629.000000 Penalty: 4896.254395
	Iteration 4Q: 3 clusters Score -2316629 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2317071.500000 Penalty: 4896.254395
	Iteration 5Q: 3 clusters Score -2317072 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2317522.250000 Penalty: 4896.254395
	Iteration 6Q: 3 clusters Score -2317522 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2317949.750000 Penalty: 4896.254395
	Iteration 7Q: 3 clusters Score -2317950 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2318289.750000 Penalty: 4896.254395
	Iteration 8Q: 3 clusters Score -2318290 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2318586.250000 Penalty: 4896.254395
	Iteration 9Q: 3 clusters Score -2318586 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2318785.000000 Penalty: 4896.254395
	Iteration 10Q: 3 clusters Score -2318785 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2318975.000000 Penalty: 4896.254395
	Iteration 11Q: 3 clusters Score -2318975 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2319107.250000 Penalty: 4896.254395
	Iteration 12Q: 3 clusters Score -2319107 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2319233.500000 Penalty: 4896.254395
	Iteration 13Q: 3 clusters Score -2319234 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2319329.000000 Penalty: 4896.254395
	Iteration 14Q: 3 clusters Score -2319329 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2319397.000000 Penalty: 4896.254395
	Iteration 15Q: 3 clusters Score -2319397 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2319448.000000 Penalty: 4896.254395
	Iteration 16Q: 3 clusters Score -2319448 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2319487.000000 Penalty: 4896.254395
	Iteration 17Q: 3 clusters Score -2319487 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2319507.000000 Penalty: 4896.254395
	Iteration 18Q: 3 clusters Score -2319507 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2319518.250000 Penalty: 4896.254395
	Iteration 19Q: 3 clusters Score -2319518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2319530.750000 Penalty: 4896.254395
	Iteration 20F: 3 clusters Score -2319531 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2319537.500000 Penalty: 4896.254395
	Iteration 21Q: 3 clusters Score -2319538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2319539.750000 Penalty: 4896.254395
	Iteration 22Q: 3 clusters Score -2319540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2319536.500000 Penalty: 4896.254395
	Iteration 23Q: 3 clusters Score -2319536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2319534.250000 Penalty: 4896.254395
	Iteration 24Q: 3 clusters Score -2319534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2319542.750000 Penalty: 4896.254395
	Iteration 25Q: 3 clusters Score -2319543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2319548.000000 Penalty: 4896.254395
	Iteration 26Q: 3 clusters Score -2319548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2319548.500000 Penalty: 4896.254395
	Iteration 27Q: 3 clusters Score -2319548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2319550.750000 Penalty: 4896.254395
	Iteration 28Q: 3 clusters Score -2319551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2319549.500000 Penalty: 4896.254395
	Iteration 29Q: 3 clusters Score -2319550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -2319551.750000 Penalty: 4896.254395
	Iteration 30Q: 3 clusters Score -2319552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2319556.250000 Penalty: 4896.254395
	Iteration 31Q: 3 clusters Score -2319556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2319561.000000 Penalty: 4896.254395
	Iteration 32Q: 3 clusters Score -2319561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2319559.250000 Penalty: 4896.254395
	Iteration 33Q: 3 clusters Score -2319559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2319555.250000 Penalty: 4896.254395
	Iteration 34Q: 3 clusters Score -2319555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2319559.500000 Penalty: 4896.254395
	Iteration 35Q: 3 clusters Score -2319560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2319561.250000 Penalty: 4896.254395
	Iteration 36Q: 3 clusters Score -2319561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2319558.500000 Penalty: 4896.254395
	Iteration 37Q: 3 clusters Score -2319558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2319563.250000 Penalty: 4896.254395
	Iteration 38Q: 3 clusters Score -2319563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2319562.750000 Penalty: 4896.254395
	Iteration 39Q: 3 clusters Score -2319563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2319565.250000 Penalty: 4896.254395
	Iteration 40F: 3 clusters Score -2319565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Entering Unmasked Estep 
Score: -1810451.625000 Penalty: 2384.206787
	Iteration 0F: 2 clusters Score -1810452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1799537.375000 Penalty: 4768.413574
	Iteration 0F: 3 clusters Score -1799537 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1803063.000000 Penalty: 4768.413574
	Iteration 1F: 3 clusters Score -1803063 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1803477.500000 Penalty: 4768.413574
	Iteration 2F: 3 clusters Score -1803478 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1803948.750000 Penalty: 4768.413574
	Iteration 3Q: 3 clusters Score -1803949 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1804446.625000 Penalty: 4768.413574
	Iteration 4F: 3 clusters Score -1804447 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1804925.250000 Penalty: 4768.413574
	Iteration 5F: 3 clusters Score -1804925 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1805306.875000 Penalty: 4768.413574
	Iteration 6Q: 3 clusters Score -1805307 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1805641.000000 Penalty: 4768.413574
	Iteration 7Q: 3 clusters Score -1805641 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1805963.875000 Penalty: 4768.413574
	Iteration 8Q: 3 clusters Score -1805964 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1806269.750000 Penalty: 4768.413574
	Iteration 9Q: 3 clusters Score -1806270 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1806573.125000 Penalty: 4768.413574
	Iteration 10Q: 3 clusters Score -1806573 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1806911.000000 Penalty: 4768.413574
	Iteration 11Q: 3 clusters Score -1806911 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1807307.500000 Penalty: 4768.413574
	Iteration 12Q: 3 clusters Score -1807308 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1807728.625000 Penalty: 4768.413574
	Iteration 13Q: 3 clusters Score -1807729 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1808184.000000 Penalty: 4768.413574
	Iteration 14Q: 3 clusters Score -1808184 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1808598.125000 Penalty: 4768.413574
	Iteration 15Q: 3 clusters Score -1808598 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1808952.375000 Penalty: 4768.413574
	Iteration 16Q: 3 clusters Score -1808952 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1809208.875000 Penalty: 4768.413574
	Iteration 17Q: 3 clusters Score -1809209 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1809374.000000 Penalty: 4768.413574
	Iteration 18Q: 3 clusters Score -1809374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1809483.250000 Penalty: 4768.413574
	Iteration 19Q: 3 clusters Score -1809483 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1809554.125000 Penalty: 4768.413574
	Iteration 20F: 3 clusters Score -1809554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1809589.625000 Penalty: 4768.413574
	Iteration 21Q: 3 clusters Score -1809590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1809602.125000 Penalty: 4768.413574
	Iteration 22Q: 3 clusters Score -1809602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1809623.500000 Penalty: 4768.413574
	Iteration 23Q: 3 clusters Score -1809624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1809633.875000 Penalty: 4768.413574
	Iteration 24Q: 3 clusters Score -1809634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1809642.875000 Penalty: 4768.413574
	Iteration 25Q: 3 clusters Score -1809643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1809646.000000 Penalty: 4768.413574
	Iteration 26Q: 3 clusters Score -1809646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1809650.625000 Penalty: 4768.413574
	Iteration 27Q: 3 clusters Score -1809651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1809656.000000 Penalty: 4768.413574
	Iteration 28Q: 3 clusters Score -1809656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1809657.125000 Penalty: 4768.413574
	Iteration 29Q: 3 clusters Score -1809657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1809657.625000 Penalty: 4768.413574
	Iteration 30Q: 3 clusters Score -1809658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1809659.500000 Penalty: 4768.413574
	Iteration 31Q: 3 clusters Score -1809660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1809661.375000 Penalty: 4768.413574
	Iteration 32Q: 3 clusters Score -1809661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1809662.375000 Penalty: 4768.413574
	Iteration 33Q: 3 clusters Score -1809662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1809662.875000 Penalty: 4768.413574
	Iteration 34Q: 3 clusters Score -1809663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1809667.125000 Penalty: 4768.413574
	Iteration 35Q: 3 clusters Score -1809667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1809667.875000 Penalty: 4768.413574
	Iteration 36Q: 3 clusters Score -1809668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1809665.500000 Penalty: 4768.413574
	Iteration 37Q: 3 clusters Score -1809666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1809666.375000 Penalty: 4768.413574
	Iteration 38Q: 3 clusters Score -1809666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1809665.875000 Penalty: 4768.413574
	Iteration 39Q: 3 clusters Score -1809666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1809665.875000 Penalty: 4768.413574
	Iteration 40F: 3 clusters Score -1809666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -300946.250000 Penalty: 1939.468994
	Iteration 0F: 2 clusters Score -300946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -298005.906250 Penalty: 3878.937988
	Iteration 0F: 3 clusters Score -298005.9 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -298559.937500 Penalty: 3878.937988
	Iteration 1F: 3 clusters Score -298559.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -298702.375000 Penalty: 3878.937988
	Iteration 2F: 3 clusters Score -298702.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -298773.656250 Penalty: 3878.937988
	Iteration 3Q: 3 clusters Score -298773.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -298811.812500 Penalty: 3878.937988
	Iteration 4Q: 3 clusters Score -298811.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -298843.093750 Penalty: 3878.937988
	Iteration 5Q: 3 clusters Score -298843.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -298862.500000 Penalty: 3878.937988
	Iteration 6Q: 3 clusters Score -298862.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -298871.375000 Penalty: 3878.937988
	Iteration 7Q: 3 clusters Score -298871.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -298881.218750 Penalty: 3878.937988
	Iteration 8Q: 3 clusters Score -298881.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -298888.093750 Penalty: 3878.937988
	Iteration 9Q: 3 clusters Score -298888.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -298895.343750 Penalty: 3878.937988
	Iteration 10Q: 3 clusters Score -298895.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -298902.718750 Penalty: 3878.937988
	Iteration 11Q: 3 clusters Score -298902.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -298910.156250 Penalty: 3878.937988
	Iteration 12Q: 3 clusters Score -298910.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -298913.000000 Penalty: 3878.937988
	Iteration 13Q: 3 clusters Score -298913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -298916.906250 Penalty: 3878.937988
	Iteration 14Q: 3 clusters Score -298916.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -298921.406250 Penalty: 3878.937988
	Iteration 15Q: 3 clusters Score -298921.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -298926.375000 Penalty: 3878.937988
	Iteration 16Q: 3 clusters Score -298926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -298928.968750 Penalty: 3878.937988
	Iteration 17Q: 3 clusters Score -298929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -298932.343750 Penalty: 3878.937988
	Iteration 18Q: 3 clusters Score -298932.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -298934.125000 Penalty: 3878.937988
	Iteration 19Q: 3 clusters Score -298934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -298935.125000 Penalty: 3878.937988
	Iteration 20F: 3 clusters Score -298935.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -298936.187500 Penalty: 3878.937988
	Iteration 21Q: 3 clusters Score -298936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -298936.937500 Penalty: 3878.937988
	Iteration 22Q: 3 clusters Score -298936.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -298936.937500 Penalty: 3878.937988
	Iteration 23F: 3 clusters Score -298936.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Entering Unmasked Estep 
Score: -1109827.875000 Penalty: 2318.285645
	Iteration 0F: 2 clusters Score -1109828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1101184.125000 Penalty: 4636.571289
	Iteration 0F: 3 clusters Score -1101184 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1104269.375000 Penalty: 4636.571289
	Iteration 1F: 3 clusters Score -1104269 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1105106.875000 Penalty: 4636.571289
	Iteration 2F: 3 clusters Score -1105107 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1105837.625000 Penalty: 4636.571289
	Iteration 3F: 3 clusters Score -1105838 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1106481.625000 Penalty: 4636.571289
	Iteration 4F: 3 clusters Score -1106482 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1107024.875000 Penalty: 4636.571289
	Iteration 5F: 3 clusters Score -1107025 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1107395.875000 Penalty: 4636.571289
	Iteration 6F: 3 clusters Score -1107396 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1107649.875000 Penalty: 4636.571289
	Iteration 7Q: 3 clusters Score -1107650 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1107819.250000 Penalty: 4636.571289
	Iteration 8Q: 3 clusters Score -1107819 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1107910.250000 Penalty: 4636.571289
	Iteration 9Q: 3 clusters Score -1107910 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1107959.250000 Penalty: 4636.571289
	Iteration 10Q: 3 clusters Score -1107959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1108004.375000 Penalty: 4636.571289
	Iteration 11Q: 3 clusters Score -1108004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1108041.000000 Penalty: 4636.571289
	Iteration 12Q: 3 clusters Score -1108041 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1108068.000000 Penalty: 4636.571289
	Iteration 13Q: 3 clusters Score -1108068 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1108091.750000 Penalty: 4636.571289
	Iteration 14Q: 3 clusters Score -1108092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1108113.500000 Penalty: 4636.571289
	Iteration 15Q: 3 clusters Score -1108114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1108126.750000 Penalty: 4636.571289
	Iteration 16Q: 3 clusters Score -1108127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1108135.000000 Penalty: 4636.571289
	Iteration 17Q: 3 clusters Score -1108135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1108142.000000 Penalty: 4636.571289
	Iteration 18Q: 3 clusters Score -1108142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1108145.250000 Penalty: 4636.571289
	Iteration 19Q: 3 clusters Score -1108145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1108149.375000 Penalty: 4636.571289
	Iteration 20F: 3 clusters Score -1108149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1108151.125000 Penalty: 4636.571289
	Iteration 21Q: 3 clusters Score -1108151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1108155.875000 Penalty: 4636.571289
	Iteration 22Q: 3 clusters Score -1108156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1108153.500000 Penalty: 4636.571289
	Iteration 23Q: 3 clusters Score -1108154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1108154.000000 Penalty: 4636.571289
	Iteration 24Q: 3 clusters Score -1108154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1108155.625000 Penalty: 4636.571289
	Iteration 25Q: 3 clusters Score -1108156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1108153.750000 Penalty: 4636.571289
	Iteration 26Q: 3 clusters Score -1108154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1108158.750000 Penalty: 4636.571289
	Iteration 27Q: 3 clusters Score -1108159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1108157.500000 Penalty: 4636.571289
	Iteration 28Q: 3 clusters Score -1108158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1108155.875000 Penalty: 4636.571289
	Iteration 29Q: 3 clusters Score -1108156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1108159.875000 Penalty: 4636.571289
	Iteration 30Q: 3 clusters Score -1108160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1108165.250000 Penalty: 4636.571289
	Iteration 31Q: 3 clusters Score -1108165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1108163.375000 Penalty: 4636.571289
	Iteration 32Q: 3 clusters Score -1108163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1108165.375000 Penalty: 4636.571289
	Iteration 33Q: 3 clusters Score -1108165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1108165.000000 Penalty: 4636.571289
	Iteration 34Q: 3 clusters Score -1108165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1108166.125000 Penalty: 4636.571289
	Iteration 35Q: 3 clusters Score -1108166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1108165.625000 Penalty: 4636.571289
	Iteration 36Q: 3 clusters Score -1108166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1108168.375000 Penalty: 4636.571289
	Iteration 37Q: 3 clusters Score -1108168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1108168.000000 Penalty: 4636.571289
	Iteration 38Q: 3 clusters Score -1108168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1108169.875000 Penalty: 4636.571289
	Iteration 39Q: 3 clusters Score -1108170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1108166.875000 Penalty: 4636.571289
	Iteration 40F: 3 clusters Score -1108167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1108167.000000 Penalty: 4636.571289
	Iteration 41Q: 3 clusters Score -1108167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1108168.250000 Penalty: 4636.571289
	Iteration 42Q: 3 clusters Score -1108168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1108168.625000 Penalty: 4636.571289
	Iteration 43Q: 3 clusters Score -1108169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1108168.500000 Penalty: 4636.571289
	Iteration 44Q: 3 clusters Score -1108168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1108168.000000 Penalty: 4636.571289
	Iteration 45Q: 3 clusters Score -1108168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1108167.375000 Penalty: 4636.571289
	Iteration 46Q: 3 clusters Score -1108167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1108169.875000 Penalty: 4636.571289
	Iteration 47Q: 3 clusters Score -1108170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1108170.750000 Penalty: 4636.571289
	Iteration 48Q: 3 clusters Score -1108171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1108171.125000 Penalty: 4636.571289
	Iteration 49Q: 3 clusters Score -1108171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1108170.500000 Penalty: 4636.571289
	Iteration 50Q: 3 clusters Score -1108170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1108170.000000 Penalty: 4636.571289
	Iteration 51Q: 3 clusters Score -1108170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1108171.125000 Penalty: 4636.571289
	Iteration 52Q: 3 clusters Score -1108171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1108172.125000 Penalty: 4636.571289
	Iteration 53Q: 3 clusters Score -1108172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1108173.500000 Penalty: 4636.571289
	Iteration 54Q: 3 clusters Score -1108174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1108173.500000 Penalty: 4636.571289
	Iteration 55Q: 3 clusters Score -1108174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1108176.875000 Penalty: 4636.571289
	Iteration 56Q: 3 clusters Score -1108177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1108175.375000 Penalty: 4636.571289
	Iteration 57Q: 3 clusters Score -1108175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1108178.500000 Penalty: 4636.571289
	Iteration 58Q: 3 clusters Score -1108178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1108181.125000 Penalty: 4636.571289
	Iteration 59Q: 3 clusters Score -1108181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1108181.875000 Penalty: 4636.571289
	Iteration 60F: 3 clusters Score -1108182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1108182.250000 Penalty: 4636.571289
	Iteration 61Q: 3 clusters Score -1108182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1108183.625000 Penalty: 4636.571289
	Iteration 62Q: 3 clusters Score -1108184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1108182.125000 Penalty: 4636.571289
	Iteration 63Q: 3 clusters Score -1108182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1108185.625000 Penalty: 4636.571289
	Iteration 64Q: 3 clusters Score -1108186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1108188.125000 Penalty: 4636.571289
	Iteration 65Q: 3 clusters Score -1108188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1108191.000000 Penalty: 4636.571289
	Iteration 66Q: 3 clusters Score -1108191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1108195.250000 Penalty: 4636.571289
	Iteration 67Q: 3 clusters Score -1108195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1108198.250000 Penalty: 4636.571289
	Iteration 68Q: 3 clusters Score -1108198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1108203.375000 Penalty: 4636.571289
	Iteration 69Q: 3 clusters Score -1108203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1108205.750000 Penalty: 4636.571289
	Iteration 70Q: 3 clusters Score -1108206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1108210.000000 Penalty: 4636.571289
	Iteration 71Q: 3 clusters Score -1108210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1108212.625000 Penalty: 4636.571289
	Iteration 72Q: 3 clusters Score -1108213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1108214.500000 Penalty: 4636.571289
	Iteration 73Q: 3 clusters Score -1108214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1108220.250000 Penalty: 4636.571289
	Iteration 74Q: 3 clusters Score -1108220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1108219.000000 Penalty: 4636.571289
	Iteration 75Q: 3 clusters Score -1108219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1108220.625000 Penalty: 4636.571289
	Iteration 76Q: 3 clusters Score -1108221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1108221.375000 Penalty: 4636.571289
	Iteration 77Q: 3 clusters Score -1108221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1108221.750000 Penalty: 4636.571289
	Iteration 78Q: 3 clusters Score -1108222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1108221.500000 Penalty: 4636.571289
	Iteration 79Q: 3 clusters Score -1108222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1108221.250000 Penalty: 4636.571289
	Iteration 80F: 3 clusters Score -1108221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1108220.500000 Penalty: 4636.571289
	Iteration 81Q: 3 clusters Score -1108220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1108222.250000 Penalty: 4636.571289
	Iteration 82Q: 3 clusters Score -1108222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1108223.000000 Penalty: 4636.571289
	Iteration 83Q: 3 clusters Score -1108223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1108223.000000 Penalty: 4636.571289
	Iteration 84F: 3 clusters Score -1108223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -65039.664062 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -65039.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -63177.367188 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -63177.37 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -63438.187500 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -63438.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -63501.089844 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -63501.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63533.375000 Penalty: 3373.436279
	Iteration 3Q: 3 clusters Score -63533.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -63550.125000 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -63550.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -63565.781250 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -63565.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63574.109375 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -63574.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -63585.636719 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -63585.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -63595.554688 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -63595.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -63599.726562 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -63599.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63607.746094 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -63607.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -63611.906250 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -63611.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63613.800781 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -63613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -63616.886719 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -63616.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -63618.902344 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -63618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63620.144531 Penalty: 3373.436279
	Iteration 15Q: 3 clusters Score -63620.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -63620.492188 Penalty: 3373.436279
	Iteration 16Q: 3 clusters Score -63620.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -63620.492188 Penalty: 3373.436279
	Iteration 17F: 3 clusters Score -63620.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -394704.062500 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -394704.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -391254.343750 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -391254.3 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -392012.156250 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -392012.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -392212.187500 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -392212.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -392358.812500 Penalty: 4015.265869
	Iteration 3F: 3 clusters Score -392358.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -392453.937500 Penalty: 4015.265869
	Iteration 4Q: 3 clusters Score -392453.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -392527.750000 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -392527.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -392578.187500 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -392578.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -392617.500000 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -392617.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -392648.875000 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -392648.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -392674.531250 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -392674.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -392702.187500 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -392702.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -392725.875000 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -392725.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -392744.937500 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -392744.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -392764.000000 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -392764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -392782.312500 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -392782.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -392801.156250 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -392801.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -392813.781250 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -392813.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -392827.687500 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -392827.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -392838.250000 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -392838.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -392847.468750 Penalty: 4015.265869
	Iteration 19Q: 3 clusters Score -392847.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -392855.906250 Penalty: 4015.265869
	Iteration 20F: 3 clusters Score -392855.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -392862.062500 Penalty: 4015.265869
	Iteration 21Q: 3 clusters Score -392862.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -392866.781250 Penalty: 4015.265869
	Iteration 22Q: 3 clusters Score -392866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -392874.593750 Penalty: 4015.265869
	Iteration 23Q: 3 clusters Score -392874.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -392879.593750 Penalty: 4015.265869
	Iteration 24Q: 3 clusters Score -392879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -392883.468750 Penalty: 4015.265869
	Iteration 25Q: 3 clusters Score -392883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -392885.812500 Penalty: 4015.265869
	Iteration 26Q: 3 clusters Score -392885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -392889.875000 Penalty: 4015.265869
	Iteration 27Q: 3 clusters Score -392889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -392893.187500 Penalty: 4015.265869
	Iteration 28Q: 3 clusters Score -392893.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -392894.718750 Penalty: 4015.265869
	Iteration 29Q: 3 clusters Score -392894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -392896.531250 Penalty: 4015.265869
	Iteration 30Q: 3 clusters Score -392896.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -392899.531250 Penalty: 4015.265869
	Iteration 31Q: 3 clusters Score -392899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -392901.843750 Penalty: 4015.265869
	Iteration 32Q: 3 clusters Score -392901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -392906.875000 Penalty: 4015.265869
	Iteration 33Q: 3 clusters Score -392906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -392909.250000 Penalty: 4015.265869
	Iteration 34Q: 3 clusters Score -392909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -392910.718750 Penalty: 4015.265869
	Iteration 35Q: 3 clusters Score -392910.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -392910.781250 Penalty: 4015.265869
	Iteration 36Q: 3 clusters Score -392910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -392911.406250 Penalty: 4015.265869
	Iteration 37Q: 3 clusters Score -392911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -392912.250000 Penalty: 4015.265869
	Iteration 38Q: 3 clusters Score -392912.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -392912.250000 Penalty: 4015.265869
	Iteration 39F: 3 clusters Score -392912.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Entering Unmasked Estep 
Score: -1022053.375000 Penalty: 2243.246338
	Iteration 0F: 2 clusters Score -1022053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1015317.875000 Penalty: 4486.492676
	Iteration 0F: 3 clusters Score -1015318 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1017084.562500 Penalty: 4486.492676
	Iteration 1F: 3 clusters Score -1017085 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1017348.875000 Penalty: 4486.492676
	Iteration 2F: 3 clusters Score -1017349 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1017551.812500 Penalty: 4486.492676
	Iteration 3F: 3 clusters Score -1017552 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1017713.875000 Penalty: 4486.492676
	Iteration 4Q: 3 clusters Score -1017714 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1017834.125000 Penalty: 4486.492676
	Iteration 5Q: 3 clusters Score -1017834 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1017942.937500 Penalty: 4486.492676
	Iteration 6Q: 3 clusters Score -1017943 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1018056.375000 Penalty: 4486.492676
	Iteration 7Q: 3 clusters Score -1018056 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1018158.687500 Penalty: 4486.492676
	Iteration 8Q: 3 clusters Score -1018159 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1018272.875000 Penalty: 4486.492676
	Iteration 9Q: 3 clusters Score -1018273 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1018400.750000 Penalty: 4486.492676
	Iteration 10Q: 3 clusters Score -1018401 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1018543.375000 Penalty: 4486.492676
	Iteration 11Q: 3 clusters Score -1018543 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1018676.375000 Penalty: 4486.492676
	Iteration 12Q: 3 clusters Score -1018676 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1018787.562500 Penalty: 4486.492676
	Iteration 13Q: 3 clusters Score -1018788 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1018876.562500 Penalty: 4486.492676
	Iteration 14Q: 3 clusters Score -1018877 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1018963.250000 Penalty: 4486.492676
	Iteration 15Q: 3 clusters Score -1018963 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1019033.625000 Penalty: 4486.492676
	Iteration 16Q: 3 clusters Score -1019034 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1019097.562500 Penalty: 4486.492676
	Iteration 17Q: 3 clusters Score -1019098 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1019149.062500 Penalty: 4486.492676
	Iteration 18Q: 3 clusters Score -1019149 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1019202.750000 Penalty: 4486.492676
	Iteration 19Q: 3 clusters Score -1019203 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1019262.062500 Penalty: 4486.492676
	Iteration 20F: 3 clusters Score -1019262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1019312.687500 Penalty: 4486.492676
	Iteration 21Q: 3 clusters Score -1019313 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1019355.687500 Penalty: 4486.492676
	Iteration 22Q: 3 clusters Score -1019356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1019387.687500 Penalty: 4486.492676
	Iteration 23Q: 3 clusters Score -1019388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1019421.437500 Penalty: 4486.492676
	Iteration 24Q: 3 clusters Score -1019421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1019453.937500 Penalty: 4486.492676
	Iteration 25Q: 3 clusters Score -1019454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1019487.625000 Penalty: 4486.492676
	Iteration 26Q: 3 clusters Score -1019488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1019518.062500 Penalty: 4486.492676
	Iteration 27Q: 3 clusters Score -1019518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1019557.062500 Penalty: 4486.492676
	Iteration 28Q: 3 clusters Score -1019557 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1019596.812500 Penalty: 4486.492676
	Iteration 29Q: 3 clusters Score -1019597 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1019634.250000 Penalty: 4486.492676
	Iteration 30Q: 3 clusters Score -1019634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1019676.062500 Penalty: 4486.492676
	Iteration 31Q: 3 clusters Score -1019676 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1019713.750000 Penalty: 4486.492676
	Iteration 32Q: 3 clusters Score -1019714 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1019751.250000 Penalty: 4486.492676
	Iteration 33Q: 3 clusters Score -1019751 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1019779.500000 Penalty: 4486.492676
	Iteration 34Q: 3 clusters Score -1019780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1019810.750000 Penalty: 4486.492676
	Iteration 35Q: 3 clusters Score -1019811 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1019839.437500 Penalty: 4486.492676
	Iteration 36Q: 3 clusters Score -1019839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1019871.000000 Penalty: 4486.492676
	Iteration 37Q: 3 clusters Score -1019871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1019892.000000 Penalty: 4486.492676
	Iteration 38Q: 3 clusters Score -1019892 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1019909.375000 Penalty: 4486.492676
	Iteration 39Q: 3 clusters Score -1019909 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1019925.562500 Penalty: 4486.492676
	Iteration 40F: 3 clusters Score -1019926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1019948.812500 Penalty: 4486.492676
	Iteration 41Q: 3 clusters Score -1019949 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1019969.187500 Penalty: 4486.492676
	Iteration 42Q: 3 clusters Score -1019969 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1019982.500000 Penalty: 4486.492676
	Iteration 43Q: 3 clusters Score -1019982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1019998.937500 Penalty: 4486.492676
	Iteration 44Q: 3 clusters Score -1019999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1020015.062500 Penalty: 4486.492676
	Iteration 45Q: 3 clusters Score -1020015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1020036.125000 Penalty: 4486.492676
	Iteration 46Q: 3 clusters Score -1020036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1020053.312500 Penalty: 4486.492676
	Iteration 47Q: 3 clusters Score -1020053 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1020072.812500 Penalty: 4486.492676
	Iteration 48Q: 3 clusters Score -1020073 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1020085.500000 Penalty: 4486.492676
	Iteration 49Q: 3 clusters Score -1020086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1020098.187500 Penalty: 4486.492676
	Iteration 50Q: 3 clusters Score -1020098 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1020112.375000 Penalty: 4486.492676
	Iteration 51Q: 3 clusters Score -1020112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1020122.750000 Penalty: 4486.492676
	Iteration 52Q: 3 clusters Score -1020123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1020134.125000 Penalty: 4486.492676
	Iteration 53Q: 3 clusters Score -1020134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1020140.125000 Penalty: 4486.492676
	Iteration 54Q: 3 clusters Score -1020140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1020145.687500 Penalty: 4486.492676
	Iteration 55Q: 3 clusters Score -1020146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1020154.187500 Penalty: 4486.492676
	Iteration 56Q: 3 clusters Score -1020154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1020157.937500 Penalty: 4486.492676
	Iteration 57Q: 3 clusters Score -1020158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1020163.750000 Penalty: 4486.492676
	Iteration 58Q: 3 clusters Score -1020164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1020167.125000 Penalty: 4486.492676
	Iteration 59Q: 3 clusters Score -1020167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1020175.500000 Penalty: 4486.492676
	Iteration 60F: 3 clusters Score -1020176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1020181.562500 Penalty: 4486.492676
	Iteration 61Q: 3 clusters Score -1020182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1020190.375000 Penalty: 4486.492676
	Iteration 62Q: 3 clusters Score -1020190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1020200.812500 Penalty: 4486.492676
	Iteration 63Q: 3 clusters Score -1020201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1020215.187500 Penalty: 4486.492676
	Iteration 64Q: 3 clusters Score -1020215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1020232.000000 Penalty: 4486.492676
	Iteration 65Q: 3 clusters Score -1020232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1020252.500000 Penalty: 4486.492676
	Iteration 66Q: 3 clusters Score -1020252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1020279.312500 Penalty: 4486.492676
	Iteration 67Q: 3 clusters Score -1020279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1020294.687500 Penalty: 4486.492676
	Iteration 68Q: 3 clusters Score -1020295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1020317.125000 Penalty: 4486.492676
	Iteration 69Q: 3 clusters Score -1020317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1020332.125000 Penalty: 4486.492676
	Iteration 70Q: 3 clusters Score -1020332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1020352.937500 Penalty: 4486.492676
	Iteration 71Q: 3 clusters Score -1020353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1020371.312500 Penalty: 4486.492676
	Iteration 72Q: 3 clusters Score -1020371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1020389.875000 Penalty: 4486.492676
	Iteration 73Q: 3 clusters Score -1020390 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1020412.125000 Penalty: 4486.492676
	Iteration 74Q: 3 clusters Score -1020412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1020429.875000 Penalty: 4486.492676
	Iteration 75Q: 3 clusters Score -1020430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1020451.125000 Penalty: 4486.492676
	Iteration 76Q: 3 clusters Score -1020451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1020465.937500 Penalty: 4486.492676
	Iteration 77Q: 3 clusters Score -1020466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1020477.187500 Penalty: 4486.492676
	Iteration 78Q: 3 clusters Score -1020477 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1020494.562500 Penalty: 4486.492676
	Iteration 79Q: 3 clusters Score -1020495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1020514.000000 Penalty: 4486.492676
	Iteration 80F: 3 clusters Score -1020514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1020534.000000 Penalty: 4486.492676
	Iteration 81Q: 3 clusters Score -1020534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1020546.250000 Penalty: 4486.492676
	Iteration 82Q: 3 clusters Score -1020546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1020561.500000 Penalty: 4486.492676
	Iteration 83Q: 3 clusters Score -1020562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1020574.125000 Penalty: 4486.492676
	Iteration 84Q: 3 clusters Score -1020574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1020582.812500 Penalty: 4486.492676
	Iteration 85Q: 3 clusters Score -1020583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1020592.562500 Penalty: 4486.492676
	Iteration 86Q: 3 clusters Score -1020593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1020604.750000 Penalty: 4486.492676
	Iteration 87Q: 3 clusters Score -1020605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1020612.750000 Penalty: 4486.492676
	Iteration 88Q: 3 clusters Score -1020613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1020618.187500 Penalty: 4486.492676
	Iteration 89Q: 3 clusters Score -1020618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1020624.187500 Penalty: 4486.492676
	Iteration 90Q: 3 clusters Score -1020624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1020631.437500 Penalty: 4486.492676
	Iteration 91Q: 3 clusters Score -1020631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1020636.312500 Penalty: 4486.492676
	Iteration 92Q: 3 clusters Score -1020636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1020641.375000 Penalty: 4486.492676
	Iteration 93Q: 3 clusters Score -1020641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1020644.687500 Penalty: 4486.492676
	Iteration 94Q: 3 clusters Score -1020645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1020647.687500 Penalty: 4486.492676
	Iteration 95Q: 3 clusters Score -1020648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1020653.187500 Penalty: 4486.492676
	Iteration 96Q: 3 clusters Score -1020653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1020662.250000 Penalty: 4486.492676
	Iteration 97Q: 3 clusters Score -1020662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1020666.125000 Penalty: 4486.492676
	Iteration 98Q: 3 clusters Score -1020666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1020671.125000 Penalty: 4486.492676
	Iteration 99Q: 3 clusters Score -1020671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1020674.187500 Penalty: 4486.492676
	Iteration 100F: 3 clusters Score -1020674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1020677.500000 Penalty: 4486.492676
	Iteration 101Q: 3 clusters Score -1020678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1020683.812500 Penalty: 4486.492676
	Iteration 102Q: 3 clusters Score -1020684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1020688.625000 Penalty: 4486.492676
	Iteration 103Q: 3 clusters Score -1020689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1020692.750000 Penalty: 4486.492676
	Iteration 104Q: 3 clusters Score -1020693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1020696.187500 Penalty: 4486.492676
	Iteration 105Q: 3 clusters Score -1020696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1020697.250000 Penalty: 4486.492676
	Iteration 106Q: 3 clusters Score -1020697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1020698.937500 Penalty: 4486.492676
	Iteration 107Q: 3 clusters Score -1020699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1020699.062500 Penalty: 4486.492676
	Iteration 108Q: 3 clusters Score -1020699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1020700.062500 Penalty: 4486.492676
	Iteration 109Q: 3 clusters Score -1020700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1020701.437500 Penalty: 4486.492676
	Iteration 110Q: 3 clusters Score -1020701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1020701.500000 Penalty: 4486.492676
	Iteration 111Q: 3 clusters Score -1020702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1020701.500000 Penalty: 4486.492676
	Iteration 112F: 3 clusters Score -1020702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Entering Unmasked Estep 
Score: -1978009.125000 Penalty: 2434.724854
	Iteration 0F: 2 clusters Score -1978009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1964868.625000 Penalty: 4869.449707
	Iteration 0F: 3 clusters Score -1964869 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1969490.875000 Penalty: 4869.449707
	Iteration 1F: 3 clusters Score -1969491 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1970333.125000 Penalty: 4869.449707
	Iteration 2F: 3 clusters Score -1970333 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1971346.375000 Penalty: 4869.449707
	Iteration 3F: 3 clusters Score -1971346 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1972441.625000 Penalty: 4869.449707
	Iteration 4F: 3 clusters Score -1972442 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1973453.750000 Penalty: 4869.449707
	Iteration 5F: 3 clusters Score -1973454 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1974330.125000 Penalty: 4869.449707
	Iteration 6F: 3 clusters Score -1974330 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1974978.375000 Penalty: 4869.449707
	Iteration 7F: 3 clusters Score -1974978 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1975404.000000 Penalty: 4869.449707
	Iteration 8Q: 3 clusters Score -1975404 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1975647.750000 Penalty: 4869.449707
	Iteration 9Q: 3 clusters Score -1975648 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1975819.250000 Penalty: 4869.449707
	Iteration 10Q: 3 clusters Score -1975819 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1975923.375000 Penalty: 4869.449707
	Iteration 11Q: 3 clusters Score -1975923 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1975989.500000 Penalty: 4869.449707
	Iteration 12Q: 3 clusters Score -1975990 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1976047.375000 Penalty: 4869.449707
	Iteration 13Q: 3 clusters Score -1976047 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1976097.500000 Penalty: 4869.449707
	Iteration 14Q: 3 clusters Score -1976098 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1976130.250000 Penalty: 4869.449707
	Iteration 15Q: 3 clusters Score -1976130 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1976162.000000 Penalty: 4869.449707
	Iteration 16Q: 3 clusters Score -1976162 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1976188.625000 Penalty: 4869.449707
	Iteration 17Q: 3 clusters Score -1976189 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1976201.250000 Penalty: 4869.449707
	Iteration 18Q: 3 clusters Score -1976201 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1976217.500000 Penalty: 4869.449707
	Iteration 19Q: 3 clusters Score -1976218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1976226.625000 Penalty: 4869.449707
	Iteration 20F: 3 clusters Score -1976227 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1976239.625000 Penalty: 4869.449707
	Iteration 21Q: 3 clusters Score -1976240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1976248.500000 Penalty: 4869.449707
	Iteration 22Q: 3 clusters Score -1976248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1976253.250000 Penalty: 4869.449707
	Iteration 23Q: 3 clusters Score -1976253 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1976258.375000 Penalty: 4869.449707
	Iteration 24Q: 3 clusters Score -1976258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1976256.750000 Penalty: 4869.449707
	Iteration 25Q: 3 clusters Score -1976257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1976264.750000 Penalty: 4869.449707
	Iteration 26Q: 3 clusters Score -1976265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1976265.125000 Penalty: 4869.449707
	Iteration 27Q: 3 clusters Score -1976265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1976271.500000 Penalty: 4869.449707
	Iteration 28Q: 3 clusters Score -1976272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1976280.250000 Penalty: 4869.449707
	Iteration 29Q: 3 clusters Score -1976280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1976283.625000 Penalty: 4869.449707
	Iteration 30Q: 3 clusters Score -1976284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1976282.875000 Penalty: 4869.449707
	Iteration 31Q: 3 clusters Score -1976283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1976291.500000 Penalty: 4869.449707
	Iteration 32Q: 3 clusters Score -1976292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1976286.500000 Penalty: 4869.449707
	Iteration 33Q: 3 clusters Score -1976286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1976290.250000 Penalty: 4869.449707
	Iteration 34Q: 3 clusters Score -1976290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1976294.250000 Penalty: 4869.449707
	Iteration 35Q: 3 clusters Score -1976294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1976298.750000 Penalty: 4869.449707
	Iteration 36Q: 3 clusters Score -1976299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1976298.750000 Penalty: 4869.449707
	Iteration 37Q: 3 clusters Score -1976299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1976303.500000 Penalty: 4869.449707
	Iteration 38Q: 3 clusters Score -1976304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1976302.875000 Penalty: 4869.449707
	Iteration 39Q: 3 clusters Score -1976303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1976302.500000 Penalty: 4869.449707
	Iteration 40F: 3 clusters Score -1976302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1976303.500000 Penalty: 4869.449707
	Iteration 41Q: 3 clusters Score -1976304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1976299.875000 Penalty: 4869.449707
	Iteration 42Q: 3 clusters Score -1976300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1976300.750000 Penalty: 4869.449707
	Iteration 43Q: 3 clusters Score -1976301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1976304.250000 Penalty: 4869.449707
	Iteration 44Q: 3 clusters Score -1976304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1976310.125000 Penalty: 4869.449707
	Iteration 45Q: 3 clusters Score -1976310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1976310.750000 Penalty: 4869.449707
	Iteration 46Q: 3 clusters Score -1976311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1976310.250000 Penalty: 4869.449707
	Iteration 47Q: 3 clusters Score -1976310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1976312.625000 Penalty: 4869.449707
	Iteration 48Q: 3 clusters Score -1976313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1976308.625000 Penalty: 4869.449707
	Iteration 49Q: 3 clusters Score -1976309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1976314.750000 Penalty: 4869.449707
	Iteration 50Q: 3 clusters Score -1976315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1976318.125000 Penalty: 4869.449707
	Iteration 51Q: 3 clusters Score -1976318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1976317.750000 Penalty: 4869.449707
	Iteration 52Q: 3 clusters Score -1976318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1976323.250000 Penalty: 4869.449707
	Iteration 53Q: 3 clusters Score -1976323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1976325.875000 Penalty: 4869.449707
	Iteration 54Q: 3 clusters Score -1976326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1976325.125000 Penalty: 4869.449707
	Iteration 55Q: 3 clusters Score -1976325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1976332.250000 Penalty: 4869.449707
	Iteration 56Q: 3 clusters Score -1976332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1976329.625000 Penalty: 4869.449707
	Iteration 57Q: 3 clusters Score -1976330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1976327.875000 Penalty: 4869.449707
	Iteration 58Q: 3 clusters Score -1976328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1976327.250000 Penalty: 4869.449707
	Iteration 59Q: 3 clusters Score -1976327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1976327.125000 Penalty: 4869.449707
	Iteration 60F: 3 clusters Score -1976327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1976331.875000 Penalty: 4869.449707
	Iteration 61Q: 3 clusters Score -1976332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1976332.375000 Penalty: 4869.449707
	Iteration 62Q: 3 clusters Score -1976332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1976339.875000 Penalty: 4869.449707
	Iteration 63Q: 3 clusters Score -1976340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1976342.625000 Penalty: 4869.449707
	Iteration 64Q: 3 clusters Score -1976343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1976342.250000 Penalty: 4869.449707
	Iteration 65Q: 3 clusters Score -1976342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1976341.500000 Penalty: 4869.449707
	Iteration 66Q: 3 clusters Score -1976342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1976343.875000 Penalty: 4869.449707
	Iteration 67Q: 3 clusters Score -1976344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1976344.875000 Penalty: 4869.449707
	Iteration 68Q: 3 clusters Score -1976345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1976349.875000 Penalty: 4869.449707
	Iteration 69Q: 3 clusters Score -1976350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1976347.375000 Penalty: 4869.449707
	Iteration 70Q: 3 clusters Score -1976347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1976348.625000 Penalty: 4869.449707
	Iteration 71Q: 3 clusters Score -1976349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1976356.250000 Penalty: 4869.449707
	Iteration 72Q: 3 clusters Score -1976356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1976359.500000 Penalty: 4869.449707
	Iteration 73Q: 3 clusters Score -1976360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1976370.125000 Penalty: 4869.449707
	Iteration 74Q: 3 clusters Score -1976370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1976374.500000 Penalty: 4869.449707
	Iteration 75Q: 3 clusters Score -1976374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1976377.625000 Penalty: 4869.449707
	Iteration 76Q: 3 clusters Score -1976378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1976385.875000 Penalty: 4869.449707
	Iteration 77Q: 3 clusters Score -1976386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1976395.625000 Penalty: 4869.449707
	Iteration 78Q: 3 clusters Score -1976396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1976407.875000 Penalty: 4869.449707
	Iteration 79Q: 3 clusters Score -1976408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1976415.500000 Penalty: 4869.449707
	Iteration 80F: 3 clusters Score -1976416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1976427.000000 Penalty: 4869.449707
	Iteration 81Q: 3 clusters Score -1976427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1976431.750000 Penalty: 4869.449707
	Iteration 82Q: 3 clusters Score -1976432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1976438.375000 Penalty: 4869.449707
	Iteration 83Q: 3 clusters Score -1976438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1976451.000000 Penalty: 4869.449707
	Iteration 84Q: 3 clusters Score -1976451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1976464.750000 Penalty: 4869.449707
	Iteration 85Q: 3 clusters Score -1976465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1976471.250000 Penalty: 4869.449707
	Iteration 86Q: 3 clusters Score -1976471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1976482.750000 Penalty: 4869.449707
	Iteration 87Q: 3 clusters Score -1976483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1976484.500000 Penalty: 4869.449707
	Iteration 88Q: 3 clusters Score -1976484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1976485.625000 Penalty: 4869.449707
	Iteration 89Q: 3 clusters Score -1976486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1976496.250000 Penalty: 4869.449707
	Iteration 90Q: 3 clusters Score -1976496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1976497.375000 Penalty: 4869.449707
	Iteration 91Q: 3 clusters Score -1976497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1976502.500000 Penalty: 4869.449707
	Iteration 92Q: 3 clusters Score -1976502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1976512.750000 Penalty: 4869.449707
	Iteration 93Q: 3 clusters Score -1976513 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1976524.125000 Penalty: 4869.449707
	Iteration 94Q: 3 clusters Score -1976524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1976520.500000 Penalty: 4869.449707
	Iteration 95Q: 3 clusters Score -1976520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1976527.500000 Penalty: 4869.449707
	Iteration 96Q: 3 clusters Score -1976528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1976530.000000 Penalty: 4869.449707
	Iteration 97Q: 3 clusters Score -1976530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1976533.625000 Penalty: 4869.449707
	Iteration 98Q: 3 clusters Score -1976534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1976534.375000 Penalty: 4869.449707
	Iteration 99Q: 3 clusters Score -1976534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1976528.750000 Penalty: 4869.449707
	Iteration 100F: 3 clusters Score -1976529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1976534.250000 Penalty: 4869.449707
	Iteration 101Q: 3 clusters Score -1976534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1976536.750000 Penalty: 4869.449707
	Iteration 102Q: 3 clusters Score -1976537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1976532.625000 Penalty: 4869.449707
	Iteration 103Q: 3 clusters Score -1976533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1976536.500000 Penalty: 4869.449707
	Iteration 104Q: 3 clusters Score -1976536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1976535.500000 Penalty: 4869.449707
	Iteration 105Q: 3 clusters Score -1976536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1976538.000000 Penalty: 4869.449707
	Iteration 106Q: 3 clusters Score -1976538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1976537.125000 Penalty: 4869.449707
	Iteration 107Q: 3 clusters Score -1976537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1976536.750000 Penalty: 4869.449707
	Iteration 108Q: 3 clusters Score -1976537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1976534.375000 Penalty: 4869.449707
	Iteration 109Q: 3 clusters Score -1976534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1976537.750000 Penalty: 4869.449707
	Iteration 110Q: 3 clusters Score -1976538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1976538.125000 Penalty: 4869.449707
	Iteration 111Q: 3 clusters Score -1976538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1976539.250000 Penalty: 4869.449707
	Iteration 112Q: 3 clusters Score -1976539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1976539.250000 Penalty: 4869.449707
	Iteration 113F: 3 clusters Score -1976539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Entering Unmasked Estep 
Score: -3794489.500000 Penalty: 2589.368896
	Iteration 0F: 2 clusters Score -3794490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3771229.250000 Penalty: 5178.737793
	Iteration 0F: 3 clusters Score -3771229 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3780317.500000 Penalty: 5178.737793
	Iteration 1F: 3 clusters Score -3780318 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3781383.500000 Penalty: 5178.737793
	Iteration 2F: 3 clusters Score -3781384 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3782519.500000 Penalty: 5178.737793
	Iteration 3F: 3 clusters Score -3782520 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3783767.250000 Penalty: 5178.737793
	Iteration 4F: 3 clusters Score -3783767 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -3785057.750000 Penalty: 5178.737793
	Iteration 5F: 3 clusters Score -3785058 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3786241.500000 Penalty: 5178.737793
	Iteration 6F: 3 clusters Score -3786242 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3787225.000000 Penalty: 5178.737793
	Iteration 7F: 3 clusters Score -3787225 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3787995.000000 Penalty: 5178.737793
	Iteration 8Q: 3 clusters Score -3787995 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3788520.750000 Penalty: 5178.737793
	Iteration 9Q: 3 clusters Score -3788521 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3788886.000000 Penalty: 5178.737793
	Iteration 10Q: 3 clusters Score -3788886 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3789182.500000 Penalty: 5178.737793
	Iteration 11Q: 3 clusters Score -3789182 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3789406.750000 Penalty: 5178.737793
	Iteration 12Q: 3 clusters Score -3789407 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3789589.000000 Penalty: 5178.737793
	Iteration 13Q: 3 clusters Score -3789589 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3789736.750000 Penalty: 5178.737793
	Iteration 14Q: 3 clusters Score -3789737 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3789871.750000 Penalty: 5178.737793
	Iteration 15Q: 3 clusters Score -3789872 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3789988.500000 Penalty: 5178.737793
	Iteration 16Q: 3 clusters Score -3789988 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3790073.250000 Penalty: 5178.737793
	Iteration 17Q: 3 clusters Score -3790073 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -3790154.250000 Penalty: 5178.737793
	Iteration 18Q: 3 clusters Score -3790154 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3790256.000000 Penalty: 5178.737793
	Iteration 19Q: 3 clusters Score -3790256 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3790351.750000 Penalty: 5178.737793
	Iteration 20F: 3 clusters Score -3790352 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3790432.000000 Penalty: 5178.737793
	Iteration 21Q: 3 clusters Score -3790432 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3790507.250000 Penalty: 5178.737793
	Iteration 22Q: 3 clusters Score -3790507 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3790586.500000 Penalty: 5178.737793
	Iteration 23Q: 3 clusters Score -3790586 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3790656.000000 Penalty: 5178.737793
	Iteration 24Q: 3 clusters Score -3790656 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3790779.500000 Penalty: 5178.737793
	Iteration 25Q: 3 clusters Score -3790780 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3790857.000000 Penalty: 5178.737793
	Iteration 26Q: 3 clusters Score -3790857 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3790969.000000 Penalty: 5178.737793
	Iteration 27Q: 3 clusters Score -3790969 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3791069.000000 Penalty: 5178.737793
	Iteration 28Q: 3 clusters Score -3791069 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3791171.250000 Penalty: 5178.737793
	Iteration 29Q: 3 clusters Score -3791171 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3791281.500000 Penalty: 5178.737793
	Iteration 30Q: 3 clusters Score -3791282 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3791398.500000 Penalty: 5178.737793
	Iteration 31Q: 3 clusters Score -3791398 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3791490.000000 Penalty: 5178.737793
	Iteration 32Q: 3 clusters Score -3791490 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3791604.750000 Penalty: 5178.737793
	Iteration 33Q: 3 clusters Score -3791605 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -3791713.750000 Penalty: 5178.737793
	Iteration 34Q: 3 clusters Score -3791714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3791822.500000 Penalty: 5178.737793
	Iteration 35Q: 3 clusters Score -3791822 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3791916.000000 Penalty: 5178.737793
	Iteration 36Q: 3 clusters Score -3791916 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -3792012.500000 Penalty: 5178.737793
	Iteration 37Q: 3 clusters Score -3792012 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3792103.250000 Penalty: 5178.737793
	Iteration 38Q: 3 clusters Score -3792103 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -3792176.750000 Penalty: 5178.737793
	Iteration 39Q: 3 clusters Score -3792177 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3792223.000000 Penalty: 5178.737793
	Iteration 40F: 3 clusters Score -3792223 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3792306.250000 Penalty: 5178.737793
	Iteration 41Q: 3 clusters Score -3792306 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3792373.000000 Penalty: 5178.737793
	Iteration 42Q: 3 clusters Score -3792373 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3792452.500000 Penalty: 5178.737793
	Iteration 43Q: 3 clusters Score -3792452 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3792510.750000 Penalty: 5178.737793
	Iteration 44Q: 3 clusters Score -3792511 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3792549.500000 Penalty: 5178.737793
	Iteration 45Q: 3 clusters Score -3792550 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3792598.750000 Penalty: 5178.737793
	Iteration 46Q: 3 clusters Score -3792599 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3792676.500000 Penalty: 5178.737793
	Iteration 47Q: 3 clusters Score -3792676 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3792737.750000 Penalty: 5178.737793
	Iteration 48Q: 3 clusters Score -3792738 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3792789.250000 Penalty: 5178.737793
	Iteration 49Q: 3 clusters Score -3792789 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3792820.500000 Penalty: 5178.737793
	Iteration 50Q: 3 clusters Score -3792820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3792852.000000 Penalty: 5178.737793
	Iteration 51Q: 3 clusters Score -3792852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3792883.250000 Penalty: 5178.737793
	Iteration 52Q: 3 clusters Score -3792883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3792922.250000 Penalty: 5178.737793
	Iteration 53Q: 3 clusters Score -3792922 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3792947.500000 Penalty: 5178.737793
	Iteration 54Q: 3 clusters Score -3792948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3792972.750000 Penalty: 5178.737793
	Iteration 55Q: 3 clusters Score -3792973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3792983.750000 Penalty: 5178.737793
	Iteration 56Q: 3 clusters Score -3792984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3792983.250000 Penalty: 5178.737793
	Iteration 57Q: 3 clusters Score -3792983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3793010.250000 Penalty: 5178.737793
	Iteration 58Q: 3 clusters Score -3793010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3793016.000000 Penalty: 5178.737793
	Iteration 59Q: 3 clusters Score -3793016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3793024.250000 Penalty: 5178.737793
	Iteration 60F: 3 clusters Score -3793024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3793037.250000 Penalty: 5178.737793
	Iteration 61Q: 3 clusters Score -3793037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3793046.250000 Penalty: 5178.737793
	Iteration 62Q: 3 clusters Score -3793046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3793058.750000 Penalty: 5178.737793
	Iteration 63Q: 3 clusters Score -3793059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3793066.500000 Penalty: 5178.737793
	Iteration 64Q: 3 clusters Score -3793066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3793061.750000 Penalty: 5178.737793
	Iteration 65Q: 3 clusters Score -3793062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3793074.500000 Penalty: 5178.737793
	Iteration 66Q: 3 clusters Score -3793074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3793076.750000 Penalty: 5178.737793
	Iteration 67Q: 3 clusters Score -3793077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3793078.500000 Penalty: 5178.737793
	Iteration 68Q: 3 clusters Score -3793078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3793085.750000 Penalty: 5178.737793
	Iteration 69Q: 3 clusters Score -3793086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3793091.500000 Penalty: 5178.737793
	Iteration 70Q: 3 clusters Score -3793092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3793084.750000 Penalty: 5178.737793
	Iteration 71Q: 3 clusters Score -3793085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3793089.500000 Penalty: 5178.737793
	Iteration 72Q: 3 clusters Score -3793090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3793095.750000 Penalty: 5178.737793
	Iteration 73Q: 3 clusters Score -3793096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3793093.500000 Penalty: 5178.737793
	Iteration 74Q: 3 clusters Score -3793094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3793094.500000 Penalty: 5178.737793
	Iteration 75Q: 3 clusters Score -3793094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3793095.750000 Penalty: 5178.737793
	Iteration 76Q: 3 clusters Score -3793096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3793098.250000 Penalty: 5178.737793
	Iteration 77Q: 3 clusters Score -3793098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3793097.250000 Penalty: 5178.737793
	Iteration 78Q: 3 clusters Score -3793097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3793098.500000 Penalty: 5178.737793
	Iteration 79Q: 3 clusters Score -3793098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3793095.500000 Penalty: 5178.737793
	Iteration 80F: 3 clusters Score -3793096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3793097.750000 Penalty: 5178.737793
	Iteration 81Q: 3 clusters Score -3793098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3793096.500000 Penalty: 5178.737793
	Iteration 82Q: 3 clusters Score -3793096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3793096.750000 Penalty: 5178.737793
	Iteration 83Q: 3 clusters Score -3793097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3793099.500000 Penalty: 5178.737793
	Iteration 84Q: 3 clusters Score -3793100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3793098.750000 Penalty: 5178.737793
	Iteration 85Q: 3 clusters Score -3793099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3793098.250000 Penalty: 5178.737793
	Iteration 86Q: 3 clusters Score -3793098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3793100.250000 Penalty: 5178.737793
	Iteration 87Q: 3 clusters Score -3793100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3793097.000000 Penalty: 5178.737793
	Iteration 88Q: 3 clusters Score -3793097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3793108.000000 Penalty: 5178.737793
	Iteration 89Q: 3 clusters Score -3793108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3793116.500000 Penalty: 5178.737793
	Iteration 90Q: 3 clusters Score -3793116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3793121.250000 Penalty: 5178.737793
	Iteration 91Q: 3 clusters Score -3793121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3793119.000000 Penalty: 5178.737793
	Iteration 92Q: 3 clusters Score -3793119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3793126.750000 Penalty: 5178.737793
	Iteration 93Q: 3 clusters Score -3793127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3793119.750000 Penalty: 5178.737793
	Iteration 94Q: 3 clusters Score -3793120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3793121.250000 Penalty: 5178.737793
	Iteration 95Q: 3 clusters Score -3793121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3793128.750000 Penalty: 5178.737793
	Iteration 96Q: 3 clusters Score -3793129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3793129.750000 Penalty: 5178.737793
	Iteration 97Q: 3 clusters Score -3793130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3793130.750000 Penalty: 5178.737793
	Iteration 98Q: 3 clusters Score -3793131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3793129.250000 Penalty: 5178.737793
	Iteration 99Q: 3 clusters Score -3793129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3793127.500000 Penalty: 5178.737793
	Iteration 100F: 3 clusters Score -3793128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Entering Unmasked Estep 
Score: -1849514.750000 Penalty: 2393.618652
	Iteration 0F: 2 clusters Score -1849515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1838317.000000 Penalty: 4787.237305
	Iteration 0F: 3 clusters Score -1838317 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1842148.875000 Penalty: 4787.237305
	Iteration 1F: 3 clusters Score -1842149 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1842713.250000 Penalty: 4787.237305
	Iteration 2F: 3 clusters Score -1842713 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1843272.500000 Penalty: 4787.237305
	Iteration 3F: 3 clusters Score -1843272 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1843875.125000 Penalty: 4787.237305
	Iteration 4F: 3 clusters Score -1843875 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1844576.625000 Penalty: 4787.237305
	Iteration 5F: 3 clusters Score -1844577 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1845329.750000 Penalty: 4787.237305
	Iteration 6F: 3 clusters Score -1845330 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1846032.000000 Penalty: 4787.237305
	Iteration 7F: 3 clusters Score -1846032 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1846635.500000 Penalty: 4787.237305
	Iteration 8Q: 3 clusters Score -1846636 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1847088.125000 Penalty: 4787.237305
	Iteration 9Q: 3 clusters Score -1847088 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1847357.125000 Penalty: 4787.237305
	Iteration 10Q: 3 clusters Score -1847357 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1847505.000000 Penalty: 4787.237305
	Iteration 11Q: 3 clusters Score -1847505 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1847605.500000 Penalty: 4787.237305
	Iteration 12Q: 3 clusters Score -1847606 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1847683.250000 Penalty: 4787.237305
	Iteration 13Q: 3 clusters Score -1847683 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1847750.750000 Penalty: 4787.237305
	Iteration 14Q: 3 clusters Score -1847751 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1847807.500000 Penalty: 4787.237305
	Iteration 15Q: 3 clusters Score -1847808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1847836.750000 Penalty: 4787.237305
	Iteration 16Q: 3 clusters Score -1847837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1847868.125000 Penalty: 4787.237305
	Iteration 17Q: 3 clusters Score -1847868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1847884.375000 Penalty: 4787.237305
	Iteration 18Q: 3 clusters Score -1847884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1847891.875000 Penalty: 4787.237305
	Iteration 19Q: 3 clusters Score -1847892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1847904.750000 Penalty: 4787.237305
	Iteration 20F: 3 clusters Score -1847905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1847909.750000 Penalty: 4787.237305
	Iteration 21Q: 3 clusters Score -1847910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1847916.000000 Penalty: 4787.237305
	Iteration 22Q: 3 clusters Score -1847916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1847926.875000 Penalty: 4787.237305
	Iteration 23Q: 3 clusters Score -1847927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1847931.500000 Penalty: 4787.237305
	Iteration 24Q: 3 clusters Score -1847932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1847930.750000 Penalty: 4787.237305
	Iteration 25Q: 3 clusters Score -1847931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1847936.375000 Penalty: 4787.237305
	Iteration 26Q: 3 clusters Score -1847936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1847946.500000 Penalty: 4787.237305
	Iteration 27Q: 3 clusters Score -1847946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1847961.125000 Penalty: 4787.237305
	Iteration 28Q: 3 clusters Score -1847961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1847970.250000 Penalty: 4787.237305
	Iteration 29Q: 3 clusters Score -1847970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1847980.250000 Penalty: 4787.237305
	Iteration 30Q: 3 clusters Score -1847980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1847987.500000 Penalty: 4787.237305
	Iteration 31Q: 3 clusters Score -1847988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1847989.625000 Penalty: 4787.237305
	Iteration 32Q: 3 clusters Score -1847990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1847992.250000 Penalty: 4787.237305
	Iteration 33Q: 3 clusters Score -1847992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1847995.500000 Penalty: 4787.237305
	Iteration 34Q: 3 clusters Score -1847996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1847993.625000 Penalty: 4787.237305
	Iteration 35Q: 3 clusters Score -1847994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1847997.500000 Penalty: 4787.237305
	Iteration 36Q: 3 clusters Score -1847998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1847997.000000 Penalty: 4787.237305
	Iteration 37Q: 3 clusters Score -1847997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1847995.875000 Penalty: 4787.237305
	Iteration 38Q: 3 clusters Score -1847996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1847997.250000 Penalty: 4787.237305
	Iteration 39Q: 3 clusters Score -1847997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1847998.875000 Penalty: 4787.237305
	Iteration 40F: 3 clusters Score -1847999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -72861.289062 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -72861.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71111.250000 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -71111.25 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71390.828125 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -71390.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71504.335938 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -71504.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71563.203125 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -71563.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71587.710938 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -71587.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71601.679688 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -71601.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -71606.687500 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -71606.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71610.500000 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -71610.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71612.359375 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -71612.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71615.890625 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -71615.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71618.000000 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -71618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -71618.000000 Penalty: 3280.903809
	Iteration 11F: 3 clusters Score -71618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -320977.187500 Penalty: 1962.371704
	Iteration 0F: 2 clusters Score -320977.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -317861.000000 Penalty: 3924.743408
	Iteration 0F: 3 clusters Score -317861 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -318565.906250 Penalty: 3924.743408
	Iteration 1F: 3 clusters Score -318565.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -318761.406250 Penalty: 3924.743408
	Iteration 2F: 3 clusters Score -318761.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -318922.000000 Penalty: 3924.743408
	Iteration 3F: 3 clusters Score -318922 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -319071.562500 Penalty: 3924.743408
	Iteration 4F: 3 clusters Score -319071.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -319205.687500 Penalty: 3924.743408
	Iteration 5Q: 3 clusters Score -319205.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -319306.468750 Penalty: 3924.743408
	Iteration 6Q: 3 clusters Score -319306.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -319386.406250 Penalty: 3924.743408
	Iteration 7Q: 3 clusters Score -319386.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -319457.062500 Penalty: 3924.743408
	Iteration 8Q: 3 clusters Score -319457.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -319532.875000 Penalty: 3924.743408
	Iteration 9Q: 3 clusters Score -319532.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -319583.375000 Penalty: 3924.743408
	Iteration 10Q: 3 clusters Score -319583.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -319632.250000 Penalty: 3924.743408
	Iteration 11Q: 3 clusters Score -319632.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -319671.593750 Penalty: 3924.743408
	Iteration 12Q: 3 clusters Score -319671.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -319704.406250 Penalty: 3924.743408
	Iteration 13Q: 3 clusters Score -319704.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -319724.968750 Penalty: 3924.743408
	Iteration 14Q: 3 clusters Score -319725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -319740.718750 Penalty: 3924.743408
	Iteration 15Q: 3 clusters Score -319740.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -319754.312500 Penalty: 3924.743408
	Iteration 16Q: 3 clusters Score -319754.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -319768.218750 Penalty: 3924.743408
	Iteration 17Q: 3 clusters Score -319768.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -319776.250000 Penalty: 3924.743408
	Iteration 18Q: 3 clusters Score -319776.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -319781.468750 Penalty: 3924.743408
	Iteration 19Q: 3 clusters Score -319781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -319787.468750 Penalty: 3924.743408
	Iteration 20F: 3 clusters Score -319787.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -319790.750000 Penalty: 3924.743408
	Iteration 21Q: 3 clusters Score -319790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -319794.656250 Penalty: 3924.743408
	Iteration 22Q: 3 clusters Score -319794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -319798.375000 Penalty: 3924.743408
	Iteration 23Q: 3 clusters Score -319798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -319800.187500 Penalty: 3924.743408
	Iteration 24Q: 3 clusters Score -319800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -319802.593750 Penalty: 3924.743408
	Iteration 25Q: 3 clusters Score -319802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -319805.812500 Penalty: 3924.743408
	Iteration 26Q: 3 clusters Score -319805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -319809.843750 Penalty: 3924.743408
	Iteration 27Q: 3 clusters Score -319809.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -319814.437500 Penalty: 3924.743408
	Iteration 28Q: 3 clusters Score -319814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -319817.843750 Penalty: 3924.743408
	Iteration 29Q: 3 clusters Score -319817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -319818.312500 Penalty: 3924.743408
	Iteration 30Q: 3 clusters Score -319818.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -319818.312500 Penalty: 3924.743408
	Iteration 31F: 3 clusters Score -319818.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Entering Unmasked Estep 
Score: -866849.312500 Penalty: 2197.720215
	Iteration 0F: 2 clusters Score -866849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -860946.625000 Penalty: 4395.440430
	Iteration 0F: 3 clusters Score -860946.6 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -862519.375000 Penalty: 4395.440430
	Iteration 1F: 3 clusters Score -862519.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -862792.437500 Penalty: 4395.440430
	Iteration 2F: 3 clusters Score -862792.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -862977.500000 Penalty: 4395.440430
	Iteration 3F: 3 clusters Score -862977.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -863123.375000 Penalty: 4395.440430
	Iteration 4Q: 3 clusters Score -863123.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -863243.500000 Penalty: 4395.440430
	Iteration 5Q: 3 clusters Score -863243.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -863369.062500 Penalty: 4395.440430
	Iteration 6Q: 3 clusters Score -863369.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -863509.812500 Penalty: 4395.440430
	Iteration 7Q: 3 clusters Score -863509.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -863661.375000 Penalty: 4395.440430
	Iteration 8Q: 3 clusters Score -863661.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -863776.750000 Penalty: 4395.440430
	Iteration 9Q: 3 clusters Score -863776.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -863874.500000 Penalty: 4395.440430
	Iteration 10Q: 3 clusters Score -863874.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -863959.687500 Penalty: 4395.440430
	Iteration 11Q: 3 clusters Score -863959.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -864047.437500 Penalty: 4395.440430
	Iteration 12Q: 3 clusters Score -864047.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -864122.562500 Penalty: 4395.440430
	Iteration 13Q: 3 clusters Score -864122.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -864213.250000 Penalty: 4395.440430
	Iteration 14Q: 3 clusters Score -864213.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -864301.062500 Penalty: 4395.440430
	Iteration 15Q: 3 clusters Score -864301.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -864386.437500 Penalty: 4395.440430
	Iteration 16Q: 3 clusters Score -864386.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -864465.562500 Penalty: 4395.440430
	Iteration 17Q: 3 clusters Score -864465.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -864528.187500 Penalty: 4395.440430
	Iteration 18Q: 3 clusters Score -864528.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -864590.125000 Penalty: 4395.440430
	Iteration 19Q: 3 clusters Score -864590.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -864641.562500 Penalty: 4395.440430
	Iteration 20F: 3 clusters Score -864641.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -864682.500000 Penalty: 4395.440430
	Iteration 21Q: 3 clusters Score -864682.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -864719.687500 Penalty: 4395.440430
	Iteration 22Q: 3 clusters Score -864719.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -864754.625000 Penalty: 4395.440430
	Iteration 23Q: 3 clusters Score -864754.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -864795.875000 Penalty: 4395.440430
	Iteration 24Q: 3 clusters Score -864795.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -864829.625000 Penalty: 4395.440430
	Iteration 25Q: 3 clusters Score -864829.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -864866.062500 Penalty: 4395.440430
	Iteration 26Q: 3 clusters Score -864866.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -864897.062500 Penalty: 4395.440430
	Iteration 27Q: 3 clusters Score -864897.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -864920.625000 Penalty: 4395.440430
	Iteration 28Q: 3 clusters Score -864920.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -864943.375000 Penalty: 4395.440430
	Iteration 29Q: 3 clusters Score -864943.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -864977.062500 Penalty: 4395.440430
	Iteration 30Q: 3 clusters Score -864977.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -865000.187500 Penalty: 4395.440430
	Iteration 31Q: 3 clusters Score -865000.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -865020.625000 Penalty: 4395.440430
	Iteration 32Q: 3 clusters Score -865020.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -865037.250000 Penalty: 4395.440430
	Iteration 33Q: 3 clusters Score -865037.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -865049.750000 Penalty: 4395.440430
	Iteration 34Q: 3 clusters Score -865049.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -865063.250000 Penalty: 4395.440430
	Iteration 35Q: 3 clusters Score -865063.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -865076.125000 Penalty: 4395.440430
	Iteration 36Q: 3 clusters Score -865076.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -865081.437500 Penalty: 4395.440430
	Iteration 37Q: 3 clusters Score -865081.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -865085.937500 Penalty: 4395.440430
	Iteration 38Q: 3 clusters Score -865085.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -865095.000000 Penalty: 4395.440430
	Iteration 39Q: 3 clusters Score -865095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -865101.000000 Penalty: 4395.440430
	Iteration 40F: 3 clusters Score -865101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -865106.875000 Penalty: 4395.440430
	Iteration 41Q: 3 clusters Score -865106.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -865111.437500 Penalty: 4395.440430
	Iteration 42Q: 3 clusters Score -865111.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -865114.750000 Penalty: 4395.440430
	Iteration 43Q: 3 clusters Score -865114.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -865116.062500 Penalty: 4395.440430
	Iteration 44Q: 3 clusters Score -865116.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -865119.562500 Penalty: 4395.440430
	Iteration 45Q: 3 clusters Score -865119.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -865126.312500 Penalty: 4395.440430
	Iteration 46Q: 3 clusters Score -865126.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -865135.312500 Penalty: 4395.440430
	Iteration 47Q: 3 clusters Score -865135.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -865143.062500 Penalty: 4395.440430
	Iteration 48Q: 3 clusters Score -865143.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -865152.687500 Penalty: 4395.440430
	Iteration 49Q: 3 clusters Score -865152.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -865166.562500 Penalty: 4395.440430
	Iteration 50Q: 3 clusters Score -865166.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -865179.812500 Penalty: 4395.440430
	Iteration 51Q: 3 clusters Score -865179.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -865190.625000 Penalty: 4395.440430
	Iteration 52Q: 3 clusters Score -865190.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -865200.562500 Penalty: 4395.440430
	Iteration 53Q: 3 clusters Score -865200.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -865206.750000 Penalty: 4395.440430
	Iteration 54Q: 3 clusters Score -865206.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -865218.000000 Penalty: 4395.440430
	Iteration 55Q: 3 clusters Score -865218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -865227.375000 Penalty: 4395.440430
	Iteration 56Q: 3 clusters Score -865227.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -865237.062500 Penalty: 4395.440430
	Iteration 57Q: 3 clusters Score -865237.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -865245.437500 Penalty: 4395.440430
	Iteration 58Q: 3 clusters Score -865245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -865248.125000 Penalty: 4395.440430
	Iteration 59Q: 3 clusters Score -865248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -865254.437500 Penalty: 4395.440430
	Iteration 60F: 3 clusters Score -865254.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -865259.375000 Penalty: 4395.440430
	Iteration 61Q: 3 clusters Score -865259.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -865261.937500 Penalty: 4395.440430
	Iteration 62Q: 3 clusters Score -865261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -865264.937500 Penalty: 4395.440430
	Iteration 63Q: 3 clusters Score -865264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -865265.375000 Penalty: 4395.440430
	Iteration 64Q: 3 clusters Score -865265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -865266.437500 Penalty: 4395.440430
	Iteration 65Q: 3 clusters Score -865266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -865267.562500 Penalty: 4395.440430
	Iteration 66Q: 3 clusters Score -865267.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -865267.562500 Penalty: 4395.440430
	Iteration 67F: 3 clusters Score -865267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -601346.875000 Penalty: 2202.970947
	Iteration 0F: 2 clusters Score -601346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -595450.687500 Penalty: 4405.941895
	Iteration 0F: 3 clusters Score -595450.7 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -597391.125000 Penalty: 4405.941895
	Iteration 1F: 3 clusters Score -597391.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -598190.375000 Penalty: 4405.941895
	Iteration 2F: 3 clusters Score -598190.4 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -598908.750000 Penalty: 4405.941895
	Iteration 3F: 3 clusters Score -598908.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -599522.875000 Penalty: 4405.941895
	Iteration 4F: 3 clusters Score -599522.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -599910.375000 Penalty: 4405.941895
	Iteration 5F: 3 clusters Score -599910.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -600192.500000 Penalty: 4405.941895
	Iteration 6F: 3 clusters Score -600192.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -600377.062500 Penalty: 4405.941895
	Iteration 7Q: 3 clusters Score -600377.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -600502.687500 Penalty: 4405.941895
	Iteration 8Q: 3 clusters Score -600502.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -600571.062500 Penalty: 4405.941895
	Iteration 9Q: 3 clusters Score -600571.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -600598.937500 Penalty: 4405.941895
	Iteration 10Q: 3 clusters Score -600598.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -600616.562500 Penalty: 4405.941895
	Iteration 11Q: 3 clusters Score -600616.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -600628.062500 Penalty: 4405.941895
	Iteration 12Q: 3 clusters Score -600628.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -600638.187500 Penalty: 4405.941895
	Iteration 13Q: 3 clusters Score -600638.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -600647.687500 Penalty: 4405.941895
	Iteration 14Q: 3 clusters Score -600647.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -600652.250000 Penalty: 4405.941895
	Iteration 15Q: 3 clusters Score -600652.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -600656.187500 Penalty: 4405.941895
	Iteration 16Q: 3 clusters Score -600656.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -600658.625000 Penalty: 4405.941895
	Iteration 17Q: 3 clusters Score -600658.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -600660.437500 Penalty: 4405.941895
	Iteration 18Q: 3 clusters Score -600660.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -600660.875000 Penalty: 4405.941895
	Iteration 19Q: 3 clusters Score -600660.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -600664.250000 Penalty: 4405.941895
	Iteration 20F: 3 clusters Score -600664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -600667.312500 Penalty: 4405.941895
	Iteration 21Q: 3 clusters Score -600667.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -600670.562500 Penalty: 4405.941895
	Iteration 22Q: 3 clusters Score -600670.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -600670.562500 Penalty: 4405.941895
	Iteration 23Q: 3 clusters Score -600670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -600674.812500 Penalty: 4405.941895
	Iteration 24Q: 3 clusters Score -600674.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -600678.125000 Penalty: 4405.941895
	Iteration 25Q: 3 clusters Score -600678.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -600679.562500 Penalty: 4405.941895
	Iteration 26Q: 3 clusters Score -600679.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -600681.937500 Penalty: 4405.941895
	Iteration 27Q: 3 clusters Score -600681.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -600683.437500 Penalty: 4405.941895
	Iteration 28Q: 3 clusters Score -600683.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -600683.812500 Penalty: 4405.941895
	Iteration 29Q: 3 clusters Score -600683.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -600684.437500 Penalty: 4405.941895
	Iteration 30Q: 3 clusters Score -600684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -600686.812500 Penalty: 4405.941895
	Iteration 31Q: 3 clusters Score -600686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -600688.250000 Penalty: 4405.941895
	Iteration 32Q: 3 clusters Score -600688.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -600687.875000 Penalty: 4405.941895
	Iteration 33Q: 3 clusters Score -600687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -600688.437500 Penalty: 4405.941895
	Iteration 34Q: 3 clusters Score -600688.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -600688.687500 Penalty: 4405.941895
	Iteration 35Q: 3 clusters Score -600688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -600689.125000 Penalty: 4405.941895
	Iteration 36Q: 3 clusters Score -600689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -600690.125000 Penalty: 4405.941895
	Iteration 37Q: 3 clusters Score -600690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -600691.375000 Penalty: 4405.941895
	Iteration 38Q: 3 clusters Score -600691.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -600691.687500 Penalty: 4405.941895
	Iteration 39Q: 3 clusters Score -600691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -600690.937500 Penalty: 4405.941895
	Iteration 40F: 3 clusters Score -600690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -600692.250000 Penalty: 4405.941895
	Iteration 41Q: 3 clusters Score -600692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -600691.750000 Penalty: 4405.941895
	Iteration 42Q: 3 clusters Score -600691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -600690.937500 Penalty: 4405.941895
	Iteration 43Q: 3 clusters Score -600690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -600695.562500 Penalty: 4405.941895
	Iteration 44Q: 3 clusters Score -600695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -600695.812500 Penalty: 4405.941895
	Iteration 45Q: 3 clusters Score -600695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -600696.625000 Penalty: 4405.941895
	Iteration 46Q: 3 clusters Score -600696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -600696.562500 Penalty: 4405.941895
	Iteration 47Q: 3 clusters Score -600696.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -600698.375000 Penalty: 4405.941895
	Iteration 48Q: 3 clusters Score -600698.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -600698.562500 Penalty: 4405.941895
	Iteration 49Q: 3 clusters Score -600698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -600699.312500 Penalty: 4405.941895
	Iteration 50Q: 3 clusters Score -600699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -600699.062500 Penalty: 4405.941895
	Iteration 51Q: 3 clusters Score -600699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -600699.625000 Penalty: 4405.941895
	Iteration 52Q: 3 clusters Score -600699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -600700.062500 Penalty: 4405.941895
	Iteration 53Q: 3 clusters Score -600700.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -600700.750000 Penalty: 4405.941895
	Iteration 54Q: 3 clusters Score -600700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -600701.062500 Penalty: 4405.941895
	Iteration 55Q: 3 clusters Score -600701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -600701.437500 Penalty: 4405.941895
	Iteration 56Q: 3 clusters Score -600701.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -600701.375000 Penalty: 4405.941895
	Iteration 57Q: 3 clusters Score -600701.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -600702.937500 Penalty: 4405.941895
	Iteration 58Q: 3 clusters Score -600702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -600704.312500 Penalty: 4405.941895
	Iteration 59Q: 3 clusters Score -600704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -600703.562500 Penalty: 4405.941895
	Iteration 60F: 3 clusters Score -600703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -600704.937500 Penalty: 4405.941895
	Iteration 61Q: 3 clusters Score -600704.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -600706.000000 Penalty: 4405.941895
	Iteration 62Q: 3 clusters Score -600706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -600705.062500 Penalty: 4405.941895
	Iteration 63Q: 3 clusters Score -600705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -600706.000000 Penalty: 4405.941895
	Iteration 64Q: 3 clusters Score -600706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -600706.687500 Penalty: 4405.941895
	Iteration 65Q: 3 clusters Score -600706.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -600706.812500 Penalty: 4405.941895
	Iteration 66Q: 3 clusters Score -600706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -600707.187500 Penalty: 4405.941895
	Iteration 67Q: 3 clusters Score -600707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -600707.187500 Penalty: 4405.941895
	Iteration 68F: 3 clusters Score -600707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -575769.687500 Penalty: 2102.191650
	Iteration 0F: 2 clusters Score -575769.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -571319.500000 Penalty: 4204.383301
	Iteration 0F: 3 clusters Score -571319.5 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -572334.062500 Penalty: 4204.383301
	Iteration 1F: 3 clusters Score -572334.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -572494.562500 Penalty: 4204.383301
	Iteration 2F: 3 clusters Score -572494.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -572602.062500 Penalty: 4204.383301
	Iteration 3Q: 3 clusters Score -572602.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -572668.937500 Penalty: 4204.383301
	Iteration 4Q: 3 clusters Score -572668.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -572732.250000 Penalty: 4204.383301
	Iteration 5Q: 3 clusters Score -572732.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -572774.312500 Penalty: 4204.383301
	Iteration 6Q: 3 clusters Score -572774.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -572813.000000 Penalty: 4204.383301
	Iteration 7Q: 3 clusters Score -572813 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -572842.375000 Penalty: 4204.383301
	Iteration 8Q: 3 clusters Score -572842.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -572868.125000 Penalty: 4204.383301
	Iteration 9Q: 3 clusters Score -572868.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -572898.062500 Penalty: 4204.383301
	Iteration 10Q: 3 clusters Score -572898.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -572917.187500 Penalty: 4204.383301
	Iteration 11Q: 3 clusters Score -572917.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -572935.312500 Penalty: 4204.383301
	Iteration 12Q: 3 clusters Score -572935.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -572948.937500 Penalty: 4204.383301
	Iteration 13Q: 3 clusters Score -572948.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -572962.062500 Penalty: 4204.383301
	Iteration 14Q: 3 clusters Score -572962.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -572973.625000 Penalty: 4204.383301
	Iteration 15Q: 3 clusters Score -572973.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -572988.062500 Penalty: 4204.383301
	Iteration 16Q: 3 clusters Score -572988.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -573001.750000 Penalty: 4204.383301
	Iteration 17Q: 3 clusters Score -573001.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -573012.562500 Penalty: 4204.383301
	Iteration 18Q: 3 clusters Score -573012.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -573024.875000 Penalty: 4204.383301
	Iteration 19Q: 3 clusters Score -573024.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -573040.625000 Penalty: 4204.383301
	Iteration 20F: 3 clusters Score -573040.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -573057.437500 Penalty: 4204.383301
	Iteration 21Q: 3 clusters Score -573057.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -573079.687500 Penalty: 4204.383301
	Iteration 22Q: 3 clusters Score -573079.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -573098.312500 Penalty: 4204.383301
	Iteration 23Q: 3 clusters Score -573098.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -573114.437500 Penalty: 4204.383301
	Iteration 24Q: 3 clusters Score -573114.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -573134.375000 Penalty: 4204.383301
	Iteration 25Q: 3 clusters Score -573134.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -573162.312500 Penalty: 4204.383301
	Iteration 26Q: 3 clusters Score -573162.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -573189.562500 Penalty: 4204.383301
	Iteration 27Q: 3 clusters Score -573189.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -573206.125000 Penalty: 4204.383301
	Iteration 28Q: 3 clusters Score -573206.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -573227.937500 Penalty: 4204.383301
	Iteration 29Q: 3 clusters Score -573227.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -573260.437500 Penalty: 4204.383301
	Iteration 30Q: 3 clusters Score -573260.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -573298.750000 Penalty: 4204.383301
	Iteration 31Q: 3 clusters Score -573298.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -573328.812500 Penalty: 4204.383301
	Iteration 32Q: 3 clusters Score -573328.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -573349.437500 Penalty: 4204.383301
	Iteration 33Q: 3 clusters Score -573349.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -573367.437500 Penalty: 4204.383301
	Iteration 34Q: 3 clusters Score -573367.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -573390.812500 Penalty: 4204.383301
	Iteration 35Q: 3 clusters Score -573390.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -573410.312500 Penalty: 4204.383301
	Iteration 36Q: 3 clusters Score -573410.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -573430.187500 Penalty: 4204.383301
	Iteration 37Q: 3 clusters Score -573430.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -573451.750000 Penalty: 4204.383301
	Iteration 38Q: 3 clusters Score -573451.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -573465.125000 Penalty: 4204.383301
	Iteration 39Q: 3 clusters Score -573465.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -573479.187500 Penalty: 4204.383301
	Iteration 40F: 3 clusters Score -573479.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -573489.687500 Penalty: 4204.383301
	Iteration 41Q: 3 clusters Score -573489.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -573501.875000 Penalty: 4204.383301
	Iteration 42Q: 3 clusters Score -573501.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -573512.375000 Penalty: 4204.383301
	Iteration 43Q: 3 clusters Score -573512.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -573521.750000 Penalty: 4204.383301
	Iteration 44Q: 3 clusters Score -573521.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -573529.500000 Penalty: 4204.383301
	Iteration 45Q: 3 clusters Score -573529.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -573537.937500 Penalty: 4204.383301
	Iteration 46Q: 3 clusters Score -573537.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -573545.687500 Penalty: 4204.383301
	Iteration 47Q: 3 clusters Score -573545.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -573555.687500 Penalty: 4204.383301
	Iteration 48Q: 3 clusters Score -573555.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -573565.437500 Penalty: 4204.383301
	Iteration 49Q: 3 clusters Score -573565.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -573579.000000 Penalty: 4204.383301
	Iteration 50Q: 3 clusters Score -573579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -573594.187500 Penalty: 4204.383301
	Iteration 51Q: 3 clusters Score -573594.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -573608.187500 Penalty: 4204.383301
	Iteration 52Q: 3 clusters Score -573608.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -573624.937500 Penalty: 4204.383301
	Iteration 53Q: 3 clusters Score -573624.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -573641.187500 Penalty: 4204.383301
	Iteration 54Q: 3 clusters Score -573641.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -573656.937500 Penalty: 4204.383301
	Iteration 55Q: 3 clusters Score -573656.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -573665.687500 Penalty: 4204.383301
	Iteration 56Q: 3 clusters Score -573665.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -573678.250000 Penalty: 4204.383301
	Iteration 57Q: 3 clusters Score -573678.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -573691.812500 Penalty: 4204.383301
	Iteration 58Q: 3 clusters Score -573691.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -573705.875000 Penalty: 4204.383301
	Iteration 59Q: 3 clusters Score -573705.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -573715.937500 Penalty: 4204.383301
	Iteration 60F: 3 clusters Score -573715.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -573724.062500 Penalty: 4204.383301
	Iteration 61Q: 3 clusters Score -573724.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -573733.500000 Penalty: 4204.383301
	Iteration 62Q: 3 clusters Score -573733.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -573745.625000 Penalty: 4204.383301
	Iteration 63Q: 3 clusters Score -573745.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -573753.125000 Penalty: 4204.383301
	Iteration 64Q: 3 clusters Score -573753.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -573762.562500 Penalty: 4204.383301
	Iteration 65Q: 3 clusters Score -573762.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -573772.000000 Penalty: 4204.383301
	Iteration 66Q: 3 clusters Score -573772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -573778.625000 Penalty: 4204.383301
	Iteration 67Q: 3 clusters Score -573778.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -573786.750000 Penalty: 4204.383301
	Iteration 68Q: 3 clusters Score -573786.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -573794.000000 Penalty: 4204.383301
	Iteration 69Q: 3 clusters Score -573794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -573801.312500 Penalty: 4204.383301
	Iteration 70Q: 3 clusters Score -573801.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -573808.875000 Penalty: 4204.383301
	Iteration 71Q: 3 clusters Score -573808.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -573816.250000 Penalty: 4204.383301
	Iteration 72Q: 3 clusters Score -573816.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -573827.375000 Penalty: 4204.383301
	Iteration 73Q: 3 clusters Score -573827.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -573836.562500 Penalty: 4204.383301
	Iteration 74Q: 3 clusters Score -573836.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -573842.875000 Penalty: 4204.383301
	Iteration 75Q: 3 clusters Score -573842.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -573853.062500 Penalty: 4204.383301
	Iteration 76Q: 3 clusters Score -573853.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -573861.937500 Penalty: 4204.383301
	Iteration 77Q: 3 clusters Score -573861.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -573871.437500 Penalty: 4204.383301
	Iteration 78Q: 3 clusters Score -573871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -573877.875000 Penalty: 4204.383301
	Iteration 79Q: 3 clusters Score -573877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -573881.812500 Penalty: 4204.383301
	Iteration 80F: 3 clusters Score -573881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -573883.937500 Penalty: 4204.383301
	Iteration 81Q: 3 clusters Score -573883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -573883.937500 Penalty: 4204.383301
	Iteration 82F: 3 clusters Score -573883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Entering Unmasked Estep 
Score: -964815.125000 Penalty: 2227.394531
	Iteration 0F: 2 clusters Score -964815.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -958437.500000 Penalty: 4454.789062
	Iteration 0F: 3 clusters Score -958437.5 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -960186.125000 Penalty: 4454.789062
	Iteration 1F: 3 clusters Score -960186.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -960438.062500 Penalty: 4454.789062
	Iteration 2F: 3 clusters Score -960438.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -960606.000000 Penalty: 4454.789062
	Iteration 3Q: 3 clusters Score -960606 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -960742.062500 Penalty: 4454.789062
	Iteration 4Q: 3 clusters Score -960742.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -960849.750000 Penalty: 4454.789062
	Iteration 5Q: 3 clusters Score -960849.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -960930.500000 Penalty: 4454.789062
	Iteration 6Q: 3 clusters Score -960930.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -961000.000000 Penalty: 4454.789062
	Iteration 7Q: 3 clusters Score -961000 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -961070.000000 Penalty: 4454.789062
	Iteration 8Q: 3 clusters Score -961070 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -961129.312500 Penalty: 4454.789062
	Iteration 9Q: 3 clusters Score -961129.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -961176.437500 Penalty: 4454.789062
	Iteration 10Q: 3 clusters Score -961176.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -961226.125000 Penalty: 4454.789062
	Iteration 11Q: 3 clusters Score -961226.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -961276.437500 Penalty: 4454.789062
	Iteration 12Q: 3 clusters Score -961276.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -961332.187500 Penalty: 4454.789062
	Iteration 13Q: 3 clusters Score -961332.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -961395.250000 Penalty: 4454.789062
	Iteration 14Q: 3 clusters Score -961395.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -961461.750000 Penalty: 4454.789062
	Iteration 15Q: 3 clusters Score -961461.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -961523.125000 Penalty: 4454.789062
	Iteration 16Q: 3 clusters Score -961523.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -961581.875000 Penalty: 4454.789062
	Iteration 17Q: 3 clusters Score -961581.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -961649.562500 Penalty: 4454.789062
	Iteration 18Q: 3 clusters Score -961649.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -961707.562500 Penalty: 4454.789062
	Iteration 19Q: 3 clusters Score -961707.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -961775.187500 Penalty: 4454.789062
	Iteration 20F: 3 clusters Score -961775.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -961831.375000 Penalty: 4454.789062
	Iteration 21Q: 3 clusters Score -961831.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -961891.250000 Penalty: 4454.789062
	Iteration 22Q: 3 clusters Score -961891.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -961958.500000 Penalty: 4454.789062
	Iteration 23Q: 3 clusters Score -961958.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -962041.687500 Penalty: 4454.789062
	Iteration 24Q: 3 clusters Score -962041.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -962127.875000 Penalty: 4454.789062
	Iteration 25Q: 3 clusters Score -962127.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -962212.937500 Penalty: 4454.789062
	Iteration 26Q: 3 clusters Score -962212.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -962317.062500 Penalty: 4454.789062
	Iteration 27Q: 3 clusters Score -962317.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -962418.687500 Penalty: 4454.789062
	Iteration 28Q: 3 clusters Score -962418.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -962503.312500 Penalty: 4454.789062
	Iteration 29Q: 3 clusters Score -962503.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -962576.062500 Penalty: 4454.789062
	Iteration 30Q: 3 clusters Score -962576.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -962636.187500 Penalty: 4454.789062
	Iteration 31Q: 3 clusters Score -962636.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -962688.812500 Penalty: 4454.789062
	Iteration 32Q: 3 clusters Score -962688.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -962727.312500 Penalty: 4454.789062
	Iteration 33Q: 3 clusters Score -962727.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -962764.437500 Penalty: 4454.789062
	Iteration 34Q: 3 clusters Score -962764.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -962802.812500 Penalty: 4454.789062
	Iteration 35Q: 3 clusters Score -962802.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -962827.562500 Penalty: 4454.789062
	Iteration 36Q: 3 clusters Score -962827.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -962862.625000 Penalty: 4454.789062
	Iteration 37Q: 3 clusters Score -962862.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -962890.875000 Penalty: 4454.789062
	Iteration 38Q: 3 clusters Score -962890.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -962918.937500 Penalty: 4454.789062
	Iteration 39Q: 3 clusters Score -962918.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -962933.125000 Penalty: 4454.789062
	Iteration 40F: 3 clusters Score -962933.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -962949.250000 Penalty: 4454.789062
	Iteration 41Q: 3 clusters Score -962949.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -962960.625000 Penalty: 4454.789062
	Iteration 42Q: 3 clusters Score -962960.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -962972.312500 Penalty: 4454.789062
	Iteration 43Q: 3 clusters Score -962972.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -962984.375000 Penalty: 4454.789062
	Iteration 44Q: 3 clusters Score -962984.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -962992.250000 Penalty: 4454.789062
	Iteration 45Q: 3 clusters Score -962992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -963000.375000 Penalty: 4454.789062
	Iteration 46Q: 3 clusters Score -963000.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -963007.250000 Penalty: 4454.789062
	Iteration 47Q: 3 clusters Score -963007.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -963013.375000 Penalty: 4454.789062
	Iteration 48Q: 3 clusters Score -963013.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -963018.750000 Penalty: 4454.789062
	Iteration 49Q: 3 clusters Score -963018.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -963022.875000 Penalty: 4454.789062
	Iteration 50Q: 3 clusters Score -963022.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -963027.812500 Penalty: 4454.789062
	Iteration 51Q: 3 clusters Score -963027.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -963034.625000 Penalty: 4454.789062
	Iteration 52Q: 3 clusters Score -963034.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -963036.312500 Penalty: 4454.789062
	Iteration 53Q: 3 clusters Score -963036.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -963038.062500 Penalty: 4454.789062
	Iteration 54Q: 3 clusters Score -963038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -963038.437500 Penalty: 4454.789062
	Iteration 55Q: 3 clusters Score -963038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -963038.375000 Penalty: 4454.789062
	Iteration 56Q: 3 clusters Score -963038.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -963038.375000 Penalty: 4454.789062
	Iteration 57F: 3 clusters Score -963038.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Entering Unmasked Estep 
Score: -664171.062500 Penalty: 2154.066895
	Iteration 0F: 2 clusters Score -664171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -659016.750000 Penalty: 4308.133789
	Iteration 0F: 3 clusters Score -659016.8 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -660202.375000 Penalty: 4308.133789
	Iteration 1F: 3 clusters Score -660202.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -660496.250000 Penalty: 4308.133789
	Iteration 2F: 3 clusters Score -660496.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -660724.875000 Penalty: 4308.133789
	Iteration 3F: 3 clusters Score -660724.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -660938.812500 Penalty: 4308.133789
	Iteration 4F: 3 clusters Score -660938.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -661110.812500 Penalty: 4308.133789
	Iteration 5Q: 3 clusters Score -661110.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -661272.875000 Penalty: 4308.133789
	Iteration 6Q: 3 clusters Score -661272.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -661416.437500 Penalty: 4308.133789
	Iteration 7Q: 3 clusters Score -661416.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -661550.000000 Penalty: 4308.133789
	Iteration 8Q: 3 clusters Score -661550 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -661665.125000 Penalty: 4308.133789
	Iteration 9Q: 3 clusters Score -661665.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -661775.937500 Penalty: 4308.133789
	Iteration 10Q: 3 clusters Score -661775.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -661902.375000 Penalty: 4308.133789
	Iteration 11Q: 3 clusters Score -661902.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -662021.437500 Penalty: 4308.133789
	Iteration 12Q: 3 clusters Score -662021.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -662138.375000 Penalty: 4308.133789
	Iteration 13Q: 3 clusters Score -662138.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -662235.312500 Penalty: 4308.133789
	Iteration 14Q: 3 clusters Score -662235.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -662323.625000 Penalty: 4308.133789
	Iteration 15Q: 3 clusters Score -662323.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -662388.500000 Penalty: 4308.133789
	Iteration 16Q: 3 clusters Score -662388.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -662431.625000 Penalty: 4308.133789
	Iteration 17Q: 3 clusters Score -662431.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -662464.062500 Penalty: 4308.133789
	Iteration 18Q: 3 clusters Score -662464.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -662484.625000 Penalty: 4308.133789
	Iteration 19Q: 3 clusters Score -662484.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -662505.625000 Penalty: 4308.133789
	Iteration 20F: 3 clusters Score -662505.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -662522.125000 Penalty: 4308.133789
	Iteration 21Q: 3 clusters Score -662522.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -662532.562500 Penalty: 4308.133789
	Iteration 22Q: 3 clusters Score -662532.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -662546.312500 Penalty: 4308.133789
	Iteration 23Q: 3 clusters Score -662546.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -662557.812500 Penalty: 4308.133789
	Iteration 24Q: 3 clusters Score -662557.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -662569.937500 Penalty: 4308.133789
	Iteration 25Q: 3 clusters Score -662569.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -662580.750000 Penalty: 4308.133789
	Iteration 26Q: 3 clusters Score -662580.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -662592.750000 Penalty: 4308.133789
	Iteration 27Q: 3 clusters Score -662592.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -662599.687500 Penalty: 4308.133789
	Iteration 28Q: 3 clusters Score -662599.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -662604.875000 Penalty: 4308.133789
	Iteration 29Q: 3 clusters Score -662604.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -662610.437500 Penalty: 4308.133789
	Iteration 30Q: 3 clusters Score -662610.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -662612.562500 Penalty: 4308.133789
	Iteration 31Q: 3 clusters Score -662612.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -662615.375000 Penalty: 4308.133789
	Iteration 32Q: 3 clusters Score -662615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -662616.187500 Penalty: 4308.133789
	Iteration 33Q: 3 clusters Score -662616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -662619.937500 Penalty: 4308.133789
	Iteration 34Q: 3 clusters Score -662619.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -662619.312500 Penalty: 4308.133789
	Iteration 35Q: 3 clusters Score -662619.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -662619.312500 Penalty: 4308.133789
	Iteration 36F: 3 clusters Score -662619.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Entering Unmasked Estep 
Score: -703346.875000 Penalty: 2157.190186
	Iteration 0F: 2 clusters Score -703346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -698262.375000 Penalty: 4314.380371
	Iteration 0F: 3 clusters Score -698262.4 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -699823.437500 Penalty: 4314.380371
	Iteration 1F: 3 clusters Score -699823.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -700353.000000 Penalty: 4314.380371
	Iteration 2F: 3 clusters Score -700353 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -700754.125000 Penalty: 4314.380371
	Iteration 3F: 3 clusters Score -700754.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -701025.062500 Penalty: 4314.380371
	Iteration 4F: 3 clusters Score -701025.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -701232.437500 Penalty: 4314.380371
	Iteration 5Q: 3 clusters Score -701232.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -701376.750000 Penalty: 4314.380371
	Iteration 6Q: 3 clusters Score -701376.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -701495.875000 Penalty: 4314.380371
	Iteration 7Q: 3 clusters Score -701495.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -701586.687500 Penalty: 4314.380371
	Iteration 8Q: 3 clusters Score -701586.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -701658.312500 Penalty: 4314.380371
	Iteration 9Q: 3 clusters Score -701658.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -701729.562500 Penalty: 4314.380371
	Iteration 10Q: 3 clusters Score -701729.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -701777.812500 Penalty: 4314.380371
	Iteration 11Q: 3 clusters Score -701777.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -701822.750000 Penalty: 4314.380371
	Iteration 12Q: 3 clusters Score -701822.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -701861.500000 Penalty: 4314.380371
	Iteration 13Q: 3 clusters Score -701861.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -701896.937500 Penalty: 4314.380371
	Iteration 14Q: 3 clusters Score -701896.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -701924.250000 Penalty: 4314.380371
	Iteration 15Q: 3 clusters Score -701924.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -701948.875000 Penalty: 4314.380371
	Iteration 16Q: 3 clusters Score -701948.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -701969.312500 Penalty: 4314.380371
	Iteration 17Q: 3 clusters Score -701969.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -701985.125000 Penalty: 4314.380371
	Iteration 18Q: 3 clusters Score -701985.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -701998.312500 Penalty: 4314.380371
	Iteration 19Q: 3 clusters Score -701998.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -702012.687500 Penalty: 4314.380371
	Iteration 20F: 3 clusters Score -702012.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -702024.937500 Penalty: 4314.380371
	Iteration 21Q: 3 clusters Score -702024.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -702035.125000 Penalty: 4314.380371
	Iteration 22Q: 3 clusters Score -702035.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -702046.625000 Penalty: 4314.380371
	Iteration 23Q: 3 clusters Score -702046.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -702060.187500 Penalty: 4314.380371
	Iteration 24Q: 3 clusters Score -702060.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -702067.812500 Penalty: 4314.380371
	Iteration 25Q: 3 clusters Score -702067.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -702077.062500 Penalty: 4314.380371
	Iteration 26Q: 3 clusters Score -702077.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -702089.875000 Penalty: 4314.380371
	Iteration 27Q: 3 clusters Score -702089.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -702090.062500 Penalty: 4314.380371
	Iteration 28Q: 3 clusters Score -702090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -702093.312500 Penalty: 4314.380371
	Iteration 29Q: 3 clusters Score -702093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -702094.750000 Penalty: 4314.380371
	Iteration 30Q: 3 clusters Score -702094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -702095.812500 Penalty: 4314.380371
	Iteration 31Q: 3 clusters Score -702095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -702099.500000 Penalty: 4314.380371
	Iteration 32Q: 3 clusters Score -702099.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -702103.812500 Penalty: 4314.380371
	Iteration 33Q: 3 clusters Score -702103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -702110.750000 Penalty: 4314.380371
	Iteration 34Q: 3 clusters Score -702110.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -702120.562500 Penalty: 4314.380371
	Iteration 35Q: 3 clusters Score -702120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -702131.625000 Penalty: 4314.380371
	Iteration 36Q: 3 clusters Score -702131.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -702145.562500 Penalty: 4314.380371
	Iteration 37Q: 3 clusters Score -702145.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -702170.312500 Penalty: 4314.380371
	Iteration 38Q: 3 clusters Score -702170.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -702179.937500 Penalty: 4314.380371
	Iteration 39Q: 3 clusters Score -702179.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -702189.125000 Penalty: 4314.380371
	Iteration 40F: 3 clusters Score -702189.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -702196.437500 Penalty: 4314.380371
	Iteration 41Q: 3 clusters Score -702196.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -702201.625000 Penalty: 4314.380371
	Iteration 42Q: 3 clusters Score -702201.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -702203.375000 Penalty: 4314.380371
	Iteration 43Q: 3 clusters Score -702203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -702204.812500 Penalty: 4314.380371
	Iteration 44Q: 3 clusters Score -702204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -702208.187500 Penalty: 4314.380371
	Iteration 45Q: 3 clusters Score -702208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -702208.937500 Penalty: 4314.380371
	Iteration 46Q: 3 clusters Score -702208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -702210.125000 Penalty: 4314.380371
	Iteration 47Q: 3 clusters Score -702210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -702210.562500 Penalty: 4314.380371
	Iteration 48Q: 3 clusters Score -702210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -702209.812500 Penalty: 4314.380371
	Iteration 49Q: 3 clusters Score -702209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -702209.812500 Penalty: 4314.380371
	Iteration 50F: 3 clusters Score -702209.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -619519.187500 Penalty: 2119.160645
	Iteration 0F: 2 clusters Score -619519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -614961.812500 Penalty: 4238.321289
	Iteration 0F: 3 clusters Score -614961.8 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -616143.500000 Penalty: 4238.321289
	Iteration 1F: 3 clusters Score -616143.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -616429.562500 Penalty: 4238.321289
	Iteration 2F: 3 clusters Score -616429.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -616649.375000 Penalty: 4238.321289
	Iteration 3F: 3 clusters Score -616649.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -616864.312500 Penalty: 4238.321289
	Iteration 4Q: 3 clusters Score -616864.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -617063.750000 Penalty: 4238.321289
	Iteration 5F: 3 clusters Score -617063.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -617239.375000 Penalty: 4238.321289
	Iteration 6Q: 3 clusters Score -617239.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -617398.312500 Penalty: 4238.321289
	Iteration 7Q: 3 clusters Score -617398.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -617520.187500 Penalty: 4238.321289
	Iteration 8Q: 3 clusters Score -617520.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -617644.437500 Penalty: 4238.321289
	Iteration 9Q: 3 clusters Score -617644.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -617741.375000 Penalty: 4238.321289
	Iteration 10Q: 3 clusters Score -617741.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -617786.875000 Penalty: 4238.321289
	Iteration 11Q: 3 clusters Score -617786.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -617814.375000 Penalty: 4238.321289
	Iteration 12Q: 3 clusters Score -617814.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -617829.125000 Penalty: 4238.321289
	Iteration 13Q: 3 clusters Score -617829.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -617845.437500 Penalty: 4238.321289
	Iteration 14Q: 3 clusters Score -617845.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -617855.000000 Penalty: 4238.321289
	Iteration 15Q: 3 clusters Score -617855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -617864.312500 Penalty: 4238.321289
	Iteration 16Q: 3 clusters Score -617864.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -617872.625000 Penalty: 4238.321289
	Iteration 17Q: 3 clusters Score -617872.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -617878.750000 Penalty: 4238.321289
	Iteration 18Q: 3 clusters Score -617878.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -617884.687500 Penalty: 4238.321289
	Iteration 19Q: 3 clusters Score -617884.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -617887.250000 Penalty: 4238.321289
	Iteration 20F: 3 clusters Score -617887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -617892.187500 Penalty: 4238.321289
	Iteration 21Q: 3 clusters Score -617892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -617892.187500 Penalty: 4238.321289
	Iteration 22Q: 3 clusters Score -617892.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -617893.062500 Penalty: 4238.321289
	Iteration 23Q: 3 clusters Score -617893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -617892.937500 Penalty: 4238.321289
	Iteration 24Q: 3 clusters Score -617892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -617893.625000 Penalty: 4238.321289
	Iteration 25Q: 3 clusters Score -617893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -617893.625000 Penalty: 4238.321289
	Iteration 26F: 3 clusters Score -617893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Entering Unmasked Estep 
Score: -1330610.125000 Penalty: 2308.566650
	Iteration 0F: 2 clusters Score -1330610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1322267.125000 Penalty: 4617.133301
	Iteration 0F: 3 clusters Score -1322267 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1324752.750000 Penalty: 4617.133301
	Iteration 1F: 3 clusters Score -1324753 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1325112.125000 Penalty: 4617.133301
	Iteration 2F: 3 clusters Score -1325112 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1325390.625000 Penalty: 4617.133301
	Iteration 3F: 3 clusters Score -1325391 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1325610.000000 Penalty: 4617.133301
	Iteration 4Q: 3 clusters Score -1325610 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1325801.500000 Penalty: 4617.133301
	Iteration 5Q: 3 clusters Score -1325802 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1325964.000000 Penalty: 4617.133301
	Iteration 6Q: 3 clusters Score -1325964 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1326107.000000 Penalty: 4617.133301
	Iteration 7Q: 3 clusters Score -1326107 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1326241.875000 Penalty: 4617.133301
	Iteration 8Q: 3 clusters Score -1326242 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1326368.750000 Penalty: 4617.133301
	Iteration 9Q: 3 clusters Score -1326369 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1326484.000000 Penalty: 4617.133301
	Iteration 10Q: 3 clusters Score -1326484 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1326594.000000 Penalty: 4617.133301
	Iteration 11Q: 3 clusters Score -1326594 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1326697.500000 Penalty: 4617.133301
	Iteration 12Q: 3 clusters Score -1326698 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1326811.625000 Penalty: 4617.133301
	Iteration 13Q: 3 clusters Score -1326812 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1326957.750000 Penalty: 4617.133301
	Iteration 14Q: 3 clusters Score -1326958 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1327148.375000 Penalty: 4617.133301
	Iteration 15Q: 3 clusters Score -1327148 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1327370.000000 Penalty: 4617.133301
	Iteration 16Q: 3 clusters Score -1327370 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1327549.250000 Penalty: 4617.133301
	Iteration 17Q: 3 clusters Score -1327549 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1327709.125000 Penalty: 4617.133301
	Iteration 18Q: 3 clusters Score -1327709 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1327838.625000 Penalty: 4617.133301
	Iteration 19Q: 3 clusters Score -1327839 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1327948.500000 Penalty: 4617.133301
	Iteration 20F: 3 clusters Score -1327948 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1328016.750000 Penalty: 4617.133301
	Iteration 21Q: 3 clusters Score -1328017 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1328075.875000 Penalty: 4617.133301
	Iteration 22Q: 3 clusters Score -1328076 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1328115.375000 Penalty: 4617.133301
	Iteration 23Q: 3 clusters Score -1328115 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1328145.000000 Penalty: 4617.133301
	Iteration 24Q: 3 clusters Score -1328145 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1328166.250000 Penalty: 4617.133301
	Iteration 25Q: 3 clusters Score -1328166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1328181.250000 Penalty: 4617.133301
	Iteration 26Q: 3 clusters Score -1328181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1328194.375000 Penalty: 4617.133301
	Iteration 27Q: 3 clusters Score -1328194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1328210.500000 Penalty: 4617.133301
	Iteration 28Q: 3 clusters Score -1328210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1328224.625000 Penalty: 4617.133301
	Iteration 29Q: 3 clusters Score -1328225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1328236.750000 Penalty: 4617.133301
	Iteration 30Q: 3 clusters Score -1328237 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1328245.375000 Penalty: 4617.133301
	Iteration 31Q: 3 clusters Score -1328245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1328259.000000 Penalty: 4617.133301
	Iteration 32Q: 3 clusters Score -1328259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1328264.500000 Penalty: 4617.133301
	Iteration 33Q: 3 clusters Score -1328264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1328273.625000 Penalty: 4617.133301
	Iteration 34Q: 3 clusters Score -1328274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1328281.125000 Penalty: 4617.133301
	Iteration 35Q: 3 clusters Score -1328281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1328287.500000 Penalty: 4617.133301
	Iteration 36Q: 3 clusters Score -1328288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1328289.250000 Penalty: 4617.133301
	Iteration 37Q: 3 clusters Score -1328289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1328293.250000 Penalty: 4617.133301
	Iteration 38Q: 3 clusters Score -1328293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1328297.750000 Penalty: 4617.133301
	Iteration 39Q: 3 clusters Score -1328298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1328295.375000 Penalty: 4617.133301
	Iteration 40F: 3 clusters Score -1328295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1328301.500000 Penalty: 4617.133301
	Iteration 41Q: 3 clusters Score -1328302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1328307.500000 Penalty: 4617.133301
	Iteration 42Q: 3 clusters Score -1328308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1328309.875000 Penalty: 4617.133301
	Iteration 43Q: 3 clusters Score -1328310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1328309.375000 Penalty: 4617.133301
	Iteration 44Q: 3 clusters Score -1328309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1328313.125000 Penalty: 4617.133301
	Iteration 45Q: 3 clusters Score -1328313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1328317.875000 Penalty: 4617.133301
	Iteration 46Q: 3 clusters Score -1328318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1328319.625000 Penalty: 4617.133301
	Iteration 47Q: 3 clusters Score -1328320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1328320.375000 Penalty: 4617.133301
	Iteration 48Q: 3 clusters Score -1328320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1328331.000000 Penalty: 4617.133301
	Iteration 49Q: 3 clusters Score -1328331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1328330.125000 Penalty: 4617.133301
	Iteration 50Q: 3 clusters Score -1328330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1328337.125000 Penalty: 4617.133301
	Iteration 51Q: 3 clusters Score -1328337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1328343.500000 Penalty: 4617.133301
	Iteration 52Q: 3 clusters Score -1328344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1328343.875000 Penalty: 4617.133301
	Iteration 53Q: 3 clusters Score -1328344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1328344.625000 Penalty: 4617.133301
	Iteration 54Q: 3 clusters Score -1328345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1328346.250000 Penalty: 4617.133301
	Iteration 55Q: 3 clusters Score -1328346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1328344.375000 Penalty: 4617.133301
	Iteration 56Q: 3 clusters Score -1328344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1328347.375000 Penalty: 4617.133301
	Iteration 57Q: 3 clusters Score -1328347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1328351.625000 Penalty: 4617.133301
	Iteration 58Q: 3 clusters Score -1328352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1328353.625000 Penalty: 4617.133301
	Iteration 59Q: 3 clusters Score -1328354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1328356.625000 Penalty: 4617.133301
	Iteration 60F: 3 clusters Score -1328357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1328359.625000 Penalty: 4617.133301
	Iteration 61Q: 3 clusters Score -1328360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1328363.000000 Penalty: 4617.133301
	Iteration 62Q: 3 clusters Score -1328363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1328366.500000 Penalty: 4617.133301
	Iteration 63Q: 3 clusters Score -1328366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1328369.125000 Penalty: 4617.133301
	Iteration 64Q: 3 clusters Score -1328369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1328370.625000 Penalty: 4617.133301
	Iteration 65Q: 3 clusters Score -1328371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1328374.875000 Penalty: 4617.133301
	Iteration 66Q: 3 clusters Score -1328375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1328376.500000 Penalty: 4617.133301
	Iteration 67Q: 3 clusters Score -1328376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1328378.625000 Penalty: 4617.133301
	Iteration 68Q: 3 clusters Score -1328379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1328376.625000 Penalty: 4617.133301
	Iteration 69Q: 3 clusters Score -1328377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1328377.875000 Penalty: 4617.133301
	Iteration 70Q: 3 clusters Score -1328378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1328378.375000 Penalty: 4617.133301
	Iteration 71Q: 3 clusters Score -1328378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1328377.500000 Penalty: 4617.133301
	Iteration 72Q: 3 clusters Score -1328378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1328383.750000 Penalty: 4617.133301
	Iteration 73Q: 3 clusters Score -1328384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1328389.375000 Penalty: 4617.133301
	Iteration 74Q: 3 clusters Score -1328389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1328387.250000 Penalty: 4617.133301
	Iteration 75Q: 3 clusters Score -1328387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1328385.500000 Penalty: 4617.133301
	Iteration 76Q: 3 clusters Score -1328386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1328384.750000 Penalty: 4617.133301
	Iteration 77Q: 3 clusters Score -1328385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1328389.625000 Penalty: 4617.133301
	Iteration 78Q: 3 clusters Score -1328390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1328393.625000 Penalty: 4617.133301
	Iteration 79Q: 3 clusters Score -1328394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1328397.625000 Penalty: 4617.133301
	Iteration 80F: 3 clusters Score -1328398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1328396.250000 Penalty: 4617.133301
	Iteration 81Q: 3 clusters Score -1328396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1328399.500000 Penalty: 4617.133301
	Iteration 82Q: 3 clusters Score -1328400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1328400.000000 Penalty: 4617.133301
	Iteration 83Q: 3 clusters Score -1328400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1328409.625000 Penalty: 4617.133301
	Iteration 84Q: 3 clusters Score -1328410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1328411.375000 Penalty: 4617.133301
	Iteration 85Q: 3 clusters Score -1328411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1328421.125000 Penalty: 4617.133301
	Iteration 86Q: 3 clusters Score -1328421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1328424.500000 Penalty: 4617.133301
	Iteration 87Q: 3 clusters Score -1328424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1328431.625000 Penalty: 4617.133301
	Iteration 88Q: 3 clusters Score -1328432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1328442.750000 Penalty: 4617.133301
	Iteration 89Q: 3 clusters Score -1328443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1328449.875000 Penalty: 4617.133301
	Iteration 90Q: 3 clusters Score -1328450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1328454.500000 Penalty: 4617.133301
	Iteration 91Q: 3 clusters Score -1328454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1328461.750000 Penalty: 4617.133301
	Iteration 92Q: 3 clusters Score -1328462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1328467.125000 Penalty: 4617.133301
	Iteration 93Q: 3 clusters Score -1328467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1328476.125000 Penalty: 4617.133301
	Iteration 94Q: 3 clusters Score -1328476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1328493.000000 Penalty: 4617.133301
	Iteration 95Q: 3 clusters Score -1328493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1328516.750000 Penalty: 4617.133301
	Iteration 96Q: 3 clusters Score -1328517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1328539.375000 Penalty: 4617.133301
	Iteration 97Q: 3 clusters Score -1328539 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1328568.125000 Penalty: 4617.133301
	Iteration 98Q: 3 clusters Score -1328568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1328595.875000 Penalty: 4617.133301
	Iteration 99Q: 3 clusters Score -1328596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1328626.125000 Penalty: 4617.133301
	Iteration 100F: 3 clusters Score -1328626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1328653.750000 Penalty: 4617.133301
	Iteration 101Q: 3 clusters Score -1328654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1328689.500000 Penalty: 4617.133301
	Iteration 102Q: 3 clusters Score -1328690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1328727.875000 Penalty: 4617.133301
	Iteration 103Q: 3 clusters Score -1328728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1328756.250000 Penalty: 4617.133301
	Iteration 104Q: 3 clusters Score -1328756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1328783.625000 Penalty: 4617.133301
	Iteration 105Q: 3 clusters Score -1328784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1328813.750000 Penalty: 4617.133301
	Iteration 106Q: 3 clusters Score -1328814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1328828.625000 Penalty: 4617.133301
	Iteration 107Q: 3 clusters Score -1328829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1328846.000000 Penalty: 4617.133301
	Iteration 108Q: 3 clusters Score -1328846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1328863.750000 Penalty: 4617.133301
	Iteration 109Q: 3 clusters Score -1328864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1328870.125000 Penalty: 4617.133301
	Iteration 110Q: 3 clusters Score -1328870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1328883.000000 Penalty: 4617.133301
	Iteration 111Q: 3 clusters Score -1328883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1328893.250000 Penalty: 4617.133301
	Iteration 112Q: 3 clusters Score -1328893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1328898.875000 Penalty: 4617.133301
	Iteration 113Q: 3 clusters Score -1328899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1328900.375000 Penalty: 4617.133301
	Iteration 114Q: 3 clusters Score -1328900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1328904.000000 Penalty: 4617.133301
	Iteration 115Q: 3 clusters Score -1328904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1328906.125000 Penalty: 4617.133301
	Iteration 116Q: 3 clusters Score -1328906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1328910.125000 Penalty: 4617.133301
	Iteration 117Q: 3 clusters Score -1328910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1328909.125000 Penalty: 4617.133301
	Iteration 118Q: 3 clusters Score -1328909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1328911.375000 Penalty: 4617.133301
	Iteration 119Q: 3 clusters Score -1328911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1328910.250000 Penalty: 4617.133301
	Iteration 120F: 3 clusters Score -1328910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1328907.375000 Penalty: 4617.133301
	Iteration 121Q: 3 clusters Score -1328907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1328909.250000 Penalty: 4617.133301
	Iteration 122Q: 3 clusters Score -1328909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1328909.125000 Penalty: 4617.133301
	Iteration 123Q: 3 clusters Score -1328909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1328910.500000 Penalty: 4617.133301
	Iteration 124Q: 3 clusters Score -1328910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1328910.500000 Penalty: 4617.133301
	Iteration 125F: 3 clusters Score -1328910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Entering Unmasked Estep 
Score: -1243928.250000 Penalty: 2289.900879
	Iteration 0F: 2 clusters Score -1243928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1236166.625000 Penalty: 4579.801758
	Iteration 0F: 3 clusters Score -1236167 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1238434.000000 Penalty: 4579.801758
	Iteration 1F: 3 clusters Score -1238434 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1238714.375000 Penalty: 4579.801758
	Iteration 2F: 3 clusters Score -1238714 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1238910.250000 Penalty: 4579.801758
	Iteration 3Q: 3 clusters Score -1238910 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1239061.750000 Penalty: 4579.801758
	Iteration 4Q: 3 clusters Score -1239062 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1239198.125000 Penalty: 4579.801758
	Iteration 5Q: 3 clusters Score -1239198 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1239321.250000 Penalty: 4579.801758
	Iteration 6Q: 3 clusters Score -1239321 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1239435.750000 Penalty: 4579.801758
	Iteration 7Q: 3 clusters Score -1239436 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1239551.625000 Penalty: 4579.801758
	Iteration 8Q: 3 clusters Score -1239552 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1239695.625000 Penalty: 4579.801758
	Iteration 9Q: 3 clusters Score -1239696 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1239843.250000 Penalty: 4579.801758
	Iteration 10Q: 3 clusters Score -1239843 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1240016.000000 Penalty: 4579.801758
	Iteration 11Q: 3 clusters Score -1240016 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1240270.000000 Penalty: 4579.801758
	Iteration 12Q: 3 clusters Score -1240270 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1240600.625000 Penalty: 4579.801758
	Iteration 13Q: 3 clusters Score -1240601 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1240959.375000 Penalty: 4579.801758
	Iteration 14Q: 3 clusters Score -1240959 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1241394.875000 Penalty: 4579.801758
	Iteration 15Q: 3 clusters Score -1241395 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1241906.750000 Penalty: 4579.801758
	Iteration 16Q: 3 clusters Score -1241907 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1242549.250000 Penalty: 4579.801758
	Iteration 17Q: 3 clusters Score -1242549 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1243278.875000 Penalty: 4579.801758
	Iteration 18Q: 3 clusters Score -1243279 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1243567.125000 Penalty: 4579.801758
	Iteration 19Q: 3 clusters Score -1243567 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1243645.625000 Penalty: 4579.801758
	Iteration 20F: 3 clusters Score -1243646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1243674.500000 Penalty: 4579.801758
	Iteration 21Q: 3 clusters Score -1243674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1243683.375000 Penalty: 4579.801758
	Iteration 22Q: 3 clusters Score -1243683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1243692.750000 Penalty: 4579.801758
	Iteration 23Q: 3 clusters Score -1243693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1243699.125000 Penalty: 4579.801758
	Iteration 24Q: 3 clusters Score -1243699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1243701.250000 Penalty: 4579.801758
	Iteration 25Q: 3 clusters Score -1243701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1243701.500000 Penalty: 4579.801758
	Iteration 26Q: 3 clusters Score -1243702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1243703.000000 Penalty: 4579.801758
	Iteration 27Q: 3 clusters Score -1243703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1243705.250000 Penalty: 4579.801758
	Iteration 28Q: 3 clusters Score -1243705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1243701.750000 Penalty: 4579.801758
	Iteration 29Q: 3 clusters Score -1243702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1243704.375000 Penalty: 4579.801758
	Iteration 30Q: 3 clusters Score -1243704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1243705.500000 Penalty: 4579.801758
	Iteration 31Q: 3 clusters Score -1243706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1243706.875000 Penalty: 4579.801758
	Iteration 32Q: 3 clusters Score -1243707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1243706.625000 Penalty: 4579.801758
	Iteration 33Q: 3 clusters Score -1243707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1243706.625000 Penalty: 4579.801758
	Iteration 34Q: 3 clusters Score -1243707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1243705.750000 Penalty: 4579.801758
	Iteration 35Q: 3 clusters Score -1243706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1243707.875000 Penalty: 4579.801758
	Iteration 36Q: 3 clusters Score -1243708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1243705.000000 Penalty: 4579.801758
	Iteration 37Q: 3 clusters Score -1243705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1243705.000000 Penalty: 4579.801758
	Iteration 38F: 3 clusters Score -1243705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -175189.281250 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -175189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -172946.078125 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -172946.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -173295.765625 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -173295.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173393.312500 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -173393.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173440.578125 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -173440.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -173468.890625 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -173468.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173494.062500 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -173494.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -173507.125000 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -173507.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -173516.875000 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -173516.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -173526.750000 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -173526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173534.359375 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -173534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -173538.328125 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -173538.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -173539.328125 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -173539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -173539.625000 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -173539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -173539.625000 Penalty: 3605.384277
	Iteration 13F: 3 clusters Score -173539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Entering Unmasked Estep 
Score: -716670.437500 Penalty: 2155.820801
	Iteration 0F: 2 clusters Score -716670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -711563.187500 Penalty: 4311.641602
	Iteration 0F: 3 clusters Score -711563.2 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -712821.625000 Penalty: 4311.641602
	Iteration 1F: 3 clusters Score -712821.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -713055.625000 Penalty: 4311.641602
	Iteration 2F: 3 clusters Score -713055.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -713246.625000 Penalty: 4311.641602
	Iteration 3F: 3 clusters Score -713246.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -713431.875000 Penalty: 4311.641602
	Iteration 4F: 3 clusters Score -713431.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -713608.687500 Penalty: 4311.641602
	Iteration 5Q: 3 clusters Score -713608.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -713806.000000 Penalty: 4311.641602
	Iteration 6Q: 3 clusters Score -713806 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -714032.312500 Penalty: 4311.641602
	Iteration 7Q: 3 clusters Score -714032.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -714275.375000 Penalty: 4311.641602
	Iteration 8Q: 3 clusters Score -714275.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -714489.625000 Penalty: 4311.641602
	Iteration 9Q: 3 clusters Score -714489.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -714630.250000 Penalty: 4311.641602
	Iteration 10Q: 3 clusters Score -714630.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -714747.062500 Penalty: 4311.641602
	Iteration 11Q: 3 clusters Score -714747.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -714830.500000 Penalty: 4311.641602
	Iteration 12Q: 3 clusters Score -714830.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -714889.750000 Penalty: 4311.641602
	Iteration 13Q: 3 clusters Score -714889.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -714932.187500 Penalty: 4311.641602
	Iteration 14Q: 3 clusters Score -714932.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -714970.500000 Penalty: 4311.641602
	Iteration 15Q: 3 clusters Score -714970.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -715001.062500 Penalty: 4311.641602
	Iteration 16Q: 3 clusters Score -715001.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -715012.750000 Penalty: 4311.641602
	Iteration 17Q: 3 clusters Score -715012.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -715022.500000 Penalty: 4311.641602
	Iteration 18Q: 3 clusters Score -715022.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -715026.750000 Penalty: 4311.641602
	Iteration 19Q: 3 clusters Score -715026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -715031.062500 Penalty: 4311.641602
	Iteration 20F: 3 clusters Score -715031.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -715035.375000 Penalty: 4311.641602
	Iteration 21Q: 3 clusters Score -715035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -715038.062500 Penalty: 4311.641602
	Iteration 22Q: 3 clusters Score -715038.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -715041.000000 Penalty: 4311.641602
	Iteration 23Q: 3 clusters Score -715041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -715042.750000 Penalty: 4311.641602
	Iteration 24Q: 3 clusters Score -715042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -715044.875000 Penalty: 4311.641602
	Iteration 25Q: 3 clusters Score -715044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -715044.750000 Penalty: 4311.641602
	Iteration 26Q: 3 clusters Score -715044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -715048.750000 Penalty: 4311.641602
	Iteration 27Q: 3 clusters Score -715048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -715048.500000 Penalty: 4311.641602
	Iteration 28Q: 3 clusters Score -715048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -715049.250000 Penalty: 4311.641602
	Iteration 29Q: 3 clusters Score -715049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -715051.250000 Penalty: 4311.641602
	Iteration 30Q: 3 clusters Score -715051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -715051.375000 Penalty: 4311.641602
	Iteration 31Q: 3 clusters Score -715051.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -715050.437500 Penalty: 4311.641602
	Iteration 32Q: 3 clusters Score -715050.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -715052.625000 Penalty: 4311.641602
	Iteration 33Q: 3 clusters Score -715052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -715053.000000 Penalty: 4311.641602
	Iteration 34Q: 3 clusters Score -715053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -715053.937500 Penalty: 4311.641602
	Iteration 35Q: 3 clusters Score -715053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -715056.312500 Penalty: 4311.641602
	Iteration 36Q: 3 clusters Score -715056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -715055.125000 Penalty: 4311.641602
	Iteration 37Q: 3 clusters Score -715055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -715055.125000 Penalty: 4311.641602
	Iteration 38F: 3 clusters Score -715055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Entering Unmasked Estep 
Score: -1119100.500000 Penalty: 2266.939209
	Iteration 0F: 2 clusters Score -1119100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1111874.625000 Penalty: 4533.878418
	Iteration 0F: 3 clusters Score -1111875 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1114009.625000 Penalty: 4533.878418
	Iteration 1F: 3 clusters Score -1114010 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1114421.625000 Penalty: 4533.878418
	Iteration 2F: 3 clusters Score -1114422 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1114774.375000 Penalty: 4533.878418
	Iteration 3F: 3 clusters Score -1114774 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1115100.000000 Penalty: 4533.878418
	Iteration 4F: 3 clusters Score -1115100 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1115400.000000 Penalty: 4533.878418
	Iteration 5F: 3 clusters Score -1115400 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1115665.625000 Penalty: 4533.878418
	Iteration 6Q: 3 clusters Score -1115666 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1115884.000000 Penalty: 4533.878418
	Iteration 7Q: 3 clusters Score -1115884 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1116075.625000 Penalty: 4533.878418
	Iteration 8Q: 3 clusters Score -1116076 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1116225.375000 Penalty: 4533.878418
	Iteration 9Q: 3 clusters Score -1116225 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1116341.750000 Penalty: 4533.878418
	Iteration 10Q: 3 clusters Score -1116342 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1116422.875000 Penalty: 4533.878418
	Iteration 11Q: 3 clusters Score -1116423 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1116490.250000 Penalty: 4533.878418
	Iteration 12Q: 3 clusters Score -1116490 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1116545.000000 Penalty: 4533.878418
	Iteration 13Q: 3 clusters Score -1116545 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1116585.750000 Penalty: 4533.878418
	Iteration 14Q: 3 clusters Score -1116586 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1116619.625000 Penalty: 4533.878418
	Iteration 15Q: 3 clusters Score -1116620 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1116661.125000 Penalty: 4533.878418
	Iteration 16Q: 3 clusters Score -1116661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1116697.500000 Penalty: 4533.878418
	Iteration 17Q: 3 clusters Score -1116698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1116723.250000 Penalty: 4533.878418
	Iteration 18Q: 3 clusters Score -1116723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1116749.625000 Penalty: 4533.878418
	Iteration 19Q: 3 clusters Score -1116750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1116781.250000 Penalty: 4533.878418
	Iteration 20F: 3 clusters Score -1116781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1116815.125000 Penalty: 4533.878418
	Iteration 21Q: 3 clusters Score -1116815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1116839.500000 Penalty: 4533.878418
	Iteration 22Q: 3 clusters Score -1116840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1116869.750000 Penalty: 4533.878418
	Iteration 23Q: 3 clusters Score -1116870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1116893.000000 Penalty: 4533.878418
	Iteration 24Q: 3 clusters Score -1116893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1116913.625000 Penalty: 4533.878418
	Iteration 25Q: 3 clusters Score -1116914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1116935.500000 Penalty: 4533.878418
	Iteration 26Q: 3 clusters Score -1116936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1116952.125000 Penalty: 4533.878418
	Iteration 27Q: 3 clusters Score -1116952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1116964.000000 Penalty: 4533.878418
	Iteration 28Q: 3 clusters Score -1116964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1116983.125000 Penalty: 4533.878418
	Iteration 29Q: 3 clusters Score -1116983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1117000.500000 Penalty: 4533.878418
	Iteration 30Q: 3 clusters Score -1117000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1117020.000000 Penalty: 4533.878418
	Iteration 31Q: 3 clusters Score -1117020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1117042.000000 Penalty: 4533.878418
	Iteration 32Q: 3 clusters Score -1117042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1117056.000000 Penalty: 4533.878418
	Iteration 33Q: 3 clusters Score -1117056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1117067.000000 Penalty: 4533.878418
	Iteration 34Q: 3 clusters Score -1117067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1117076.750000 Penalty: 4533.878418
	Iteration 35Q: 3 clusters Score -1117077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1117083.625000 Penalty: 4533.878418
	Iteration 36Q: 3 clusters Score -1117084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1117088.125000 Penalty: 4533.878418
	Iteration 37Q: 3 clusters Score -1117088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1117095.875000 Penalty: 4533.878418
	Iteration 38Q: 3 clusters Score -1117096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1117102.625000 Penalty: 4533.878418
	Iteration 39Q: 3 clusters Score -1117103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1117107.875000 Penalty: 4533.878418
	Iteration 40F: 3 clusters Score -1117108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1117110.625000 Penalty: 4533.878418
	Iteration 41Q: 3 clusters Score -1117111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1117115.875000 Penalty: 4533.878418
	Iteration 42Q: 3 clusters Score -1117116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1117118.125000 Penalty: 4533.878418
	Iteration 43Q: 3 clusters Score -1117118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1117119.125000 Penalty: 4533.878418
	Iteration 44Q: 3 clusters Score -1117119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1117122.250000 Penalty: 4533.878418
	Iteration 45Q: 3 clusters Score -1117122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1117123.000000 Penalty: 4533.878418
	Iteration 46Q: 3 clusters Score -1117123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1117123.375000 Penalty: 4533.878418
	Iteration 47Q: 3 clusters Score -1117123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1117123.375000 Penalty: 4533.878418
	Iteration 48F: 3 clusters Score -1117123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Entering Unmasked Estep 
Score: -760016.875000 Penalty: 2168.948975
	Iteration 0F: 2 clusters Score -760016.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -754669.562500 Penalty: 4337.897949
	Iteration 0F: 3 clusters Score -754669.6 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -756182.625000 Penalty: 4337.897949
	Iteration 1F: 3 clusters Score -756182.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -756640.187500 Penalty: 4337.897949
	Iteration 2F: 3 clusters Score -756640.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -757081.937500 Penalty: 4337.897949
	Iteration 3F: 3 clusters Score -757081.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -757602.187500 Penalty: 4337.897949
	Iteration 4F: 3 clusters Score -757602.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -758011.875000 Penalty: 4337.897949
	Iteration 5F: 3 clusters Score -758011.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -758294.562500 Penalty: 4337.897949
	Iteration 6F: 3 clusters Score -758294.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -758461.562500 Penalty: 4337.897949
	Iteration 7Q: 3 clusters Score -758461.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -758566.125000 Penalty: 4337.897949
	Iteration 8Q: 3 clusters Score -758566.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -758641.750000 Penalty: 4337.897949
	Iteration 9Q: 3 clusters Score -758641.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -758690.312500 Penalty: 4337.897949
	Iteration 10Q: 3 clusters Score -758690.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -758716.687500 Penalty: 4337.897949
	Iteration 11Q: 3 clusters Score -758716.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -758737.187500 Penalty: 4337.897949
	Iteration 12Q: 3 clusters Score -758737.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -758747.062500 Penalty: 4337.897949
	Iteration 13Q: 3 clusters Score -758747.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -758756.062500 Penalty: 4337.897949
	Iteration 14Q: 3 clusters Score -758756.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -758763.437500 Penalty: 4337.897949
	Iteration 15Q: 3 clusters Score -758763.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -758767.875000 Penalty: 4337.897949
	Iteration 16Q: 3 clusters Score -758767.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -758772.250000 Penalty: 4337.897949
	Iteration 17Q: 3 clusters Score -758772.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -758770.187500 Penalty: 4337.897949
	Iteration 18Q: 3 clusters Score -758770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -758772.000000 Penalty: 4337.897949
	Iteration 19Q: 3 clusters Score -758772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -758773.750000 Penalty: 4337.897949
	Iteration 20F: 3 clusters Score -758773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Entering Unmasked Estep 
Score: -1817562.750000 Penalty: 2383.127441
	Iteration 0F: 2 clusters Score -1817563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1806816.500000 Penalty: 4766.254883
	Iteration 0F: 3 clusters Score -1806816 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1810272.125000 Penalty: 4766.254883
	Iteration 1F: 3 clusters Score -1810272 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1810645.875000 Penalty: 4766.254883
	Iteration 2F: 3 clusters Score -1810646 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1810953.000000 Penalty: 4766.254883
	Iteration 3Q: 3 clusters Score -1810953 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1811213.375000 Penalty: 4766.254883
	Iteration 4Q: 3 clusters Score -1811213 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1811477.125000 Penalty: 4766.254883
	Iteration 5Q: 3 clusters Score -1811477 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1811780.250000 Penalty: 4766.254883
	Iteration 6Q: 3 clusters Score -1811780 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1812145.250000 Penalty: 4766.254883
	Iteration 7Q: 3 clusters Score -1812145 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1812542.000000 Penalty: 4766.254883
	Iteration 8Q: 3 clusters Score -1812542 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1812998.625000 Penalty: 4766.254883
	Iteration 9Q: 3 clusters Score -1812999 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1813426.875000 Penalty: 4766.254883
	Iteration 10Q: 3 clusters Score -1813427 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1813753.375000 Penalty: 4766.254883
	Iteration 11Q: 3 clusters Score -1813753 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1814019.750000 Penalty: 4766.254883
	Iteration 12Q: 3 clusters Score -1814020 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1814196.000000 Penalty: 4766.254883
	Iteration 13Q: 3 clusters Score -1814196 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1814337.250000 Penalty: 4766.254883
	Iteration 14Q: 3 clusters Score -1814337 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1814480.875000 Penalty: 4766.254883
	Iteration 15Q: 3 clusters Score -1814481 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1814643.000000 Penalty: 4766.254883
	Iteration 16Q: 3 clusters Score -1814643 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1814767.500000 Penalty: 4766.254883
	Iteration 17Q: 3 clusters Score -1814768 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1814886.625000 Penalty: 4766.254883
	Iteration 18Q: 3 clusters Score -1814887 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1814992.625000 Penalty: 4766.254883
	Iteration 19Q: 3 clusters Score -1814993 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1815056.500000 Penalty: 4766.254883
	Iteration 20F: 3 clusters Score -1815056 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1815097.625000 Penalty: 4766.254883
	Iteration 21Q: 3 clusters Score -1815098 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1815138.625000 Penalty: 4766.254883
	Iteration 22Q: 3 clusters Score -1815139 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1815163.625000 Penalty: 4766.254883
	Iteration 23Q: 3 clusters Score -1815164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1815186.875000 Penalty: 4766.254883
	Iteration 24Q: 3 clusters Score -1815187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1815195.125000 Penalty: 4766.254883
	Iteration 25Q: 3 clusters Score -1815195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1815210.250000 Penalty: 4766.254883
	Iteration 26Q: 3 clusters Score -1815210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1815222.500000 Penalty: 4766.254883
	Iteration 27Q: 3 clusters Score -1815222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1815228.375000 Penalty: 4766.254883
	Iteration 28Q: 3 clusters Score -1815228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1815236.625000 Penalty: 4766.254883
	Iteration 29Q: 3 clusters Score -1815237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1815241.625000 Penalty: 4766.254883
	Iteration 30Q: 3 clusters Score -1815242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1815250.875000 Penalty: 4766.254883
	Iteration 31Q: 3 clusters Score -1815251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1815258.875000 Penalty: 4766.254883
	Iteration 32Q: 3 clusters Score -1815259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1815262.250000 Penalty: 4766.254883
	Iteration 33Q: 3 clusters Score -1815262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1815263.000000 Penalty: 4766.254883
	Iteration 34Q: 3 clusters Score -1815263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1815270.625000 Penalty: 4766.254883
	Iteration 35Q: 3 clusters Score -1815271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1815277.250000 Penalty: 4766.254883
	Iteration 36Q: 3 clusters Score -1815277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1815281.250000 Penalty: 4766.254883
	Iteration 37Q: 3 clusters Score -1815281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1815292.375000 Penalty: 4766.254883
	Iteration 38Q: 3 clusters Score -1815292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1815299.875000 Penalty: 4766.254883
	Iteration 39Q: 3 clusters Score -1815300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1815309.625000 Penalty: 4766.254883
	Iteration 40F: 3 clusters Score -1815310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1815314.000000 Penalty: 4766.254883
	Iteration 41Q: 3 clusters Score -1815314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1815321.875000 Penalty: 4766.254883
	Iteration 42Q: 3 clusters Score -1815322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1815321.625000 Penalty: 4766.254883
	Iteration 43Q: 3 clusters Score -1815322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1815335.000000 Penalty: 4766.254883
	Iteration 44Q: 3 clusters Score -1815335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1815334.000000 Penalty: 4766.254883
	Iteration 45Q: 3 clusters Score -1815334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1815342.375000 Penalty: 4766.254883
	Iteration 46Q: 3 clusters Score -1815342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1815344.000000 Penalty: 4766.254883
	Iteration 47Q: 3 clusters Score -1815344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1815353.625000 Penalty: 4766.254883
	Iteration 48Q: 3 clusters Score -1815354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1815362.375000 Penalty: 4766.254883
	Iteration 49Q: 3 clusters Score -1815362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1815377.500000 Penalty: 4766.254883
	Iteration 50Q: 3 clusters Score -1815378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1815377.500000 Penalty: 4766.254883
	Iteration 51Q: 3 clusters Score -1815378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1815380.250000 Penalty: 4766.254883
	Iteration 52Q: 3 clusters Score -1815380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1815393.250000 Penalty: 4766.254883
	Iteration 53Q: 3 clusters Score -1815393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1815398.625000 Penalty: 4766.254883
	Iteration 54Q: 3 clusters Score -1815399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1815403.625000 Penalty: 4766.254883
	Iteration 55Q: 3 clusters Score -1815404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1815408.125000 Penalty: 4766.254883
	Iteration 56Q: 3 clusters Score -1815408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1815407.500000 Penalty: 4766.254883
	Iteration 57Q: 3 clusters Score -1815408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1815415.375000 Penalty: 4766.254883
	Iteration 58Q: 3 clusters Score -1815415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1815419.375000 Penalty: 4766.254883
	Iteration 59Q: 3 clusters Score -1815419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1815421.125000 Penalty: 4766.254883
	Iteration 60F: 3 clusters Score -1815421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1815426.625000 Penalty: 4766.254883
	Iteration 61Q: 3 clusters Score -1815427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1815434.750000 Penalty: 4766.254883
	Iteration 62Q: 3 clusters Score -1815435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1815440.000000 Penalty: 4766.254883
	Iteration 63Q: 3 clusters Score -1815440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1815444.750000 Penalty: 4766.254883
	Iteration 64Q: 3 clusters Score -1815445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1815451.875000 Penalty: 4766.254883
	Iteration 65Q: 3 clusters Score -1815452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1815458.250000 Penalty: 4766.254883
	Iteration 66Q: 3 clusters Score -1815458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1815467.375000 Penalty: 4766.254883
	Iteration 67Q: 3 clusters Score -1815467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1815473.500000 Penalty: 4766.254883
	Iteration 68Q: 3 clusters Score -1815474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1815481.875000 Penalty: 4766.254883
	Iteration 69Q: 3 clusters Score -1815482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1815500.125000 Penalty: 4766.254883
	Iteration 70Q: 3 clusters Score -1815500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1815499.750000 Penalty: 4766.254883
	Iteration 71Q: 3 clusters Score -1815500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1815515.375000 Penalty: 4766.254883
	Iteration 72Q: 3 clusters Score -1815515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1815523.250000 Penalty: 4766.254883
	Iteration 73Q: 3 clusters Score -1815523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1815534.125000 Penalty: 4766.254883
	Iteration 74Q: 3 clusters Score -1815534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1815532.375000 Penalty: 4766.254883
	Iteration 75Q: 3 clusters Score -1815532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1815545.625000 Penalty: 4766.254883
	Iteration 76Q: 3 clusters Score -1815546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1815558.000000 Penalty: 4766.254883
	Iteration 77Q: 3 clusters Score -1815558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1815560.750000 Penalty: 4766.254883
	Iteration 78Q: 3 clusters Score -1815561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1815565.625000 Penalty: 4766.254883
	Iteration 79Q: 3 clusters Score -1815566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1815567.125000 Penalty: 4766.254883
	Iteration 80F: 3 clusters Score -1815567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1815570.625000 Penalty: 4766.254883
	Iteration 81Q: 3 clusters Score -1815571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1815573.250000 Penalty: 4766.254883
	Iteration 82Q: 3 clusters Score -1815573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1815582.750000 Penalty: 4766.254883
	Iteration 83Q: 3 clusters Score -1815583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1815590.000000 Penalty: 4766.254883
	Iteration 84Q: 3 clusters Score -1815590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1815590.250000 Penalty: 4766.254883
	Iteration 85Q: 3 clusters Score -1815590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1815593.250000 Penalty: 4766.254883
	Iteration 86Q: 3 clusters Score -1815593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1815593.750000 Penalty: 4766.254883
	Iteration 87Q: 3 clusters Score -1815594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1815595.875000 Penalty: 4766.254883
	Iteration 88Q: 3 clusters Score -1815596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1815602.125000 Penalty: 4766.254883
	Iteration 89Q: 3 clusters Score -1815602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1815600.750000 Penalty: 4766.254883
	Iteration 90Q: 3 clusters Score -1815601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1815601.375000 Penalty: 4766.254883
	Iteration 91Q: 3 clusters Score -1815601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1815600.750000 Penalty: 4766.254883
	Iteration 92Q: 3 clusters Score -1815601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1815603.750000 Penalty: 4766.254883
	Iteration 93Q: 3 clusters Score -1815604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1815601.750000 Penalty: 4766.254883
	Iteration 94Q: 3 clusters Score -1815602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1815601.750000 Penalty: 4766.254883
	Iteration 95F: 3 clusters Score -1815602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19875 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 7367 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10655 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18351 members 
Mstep: Class 19 contains 34235 members 
Mstep: Class 20 contains 15548 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 7057 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 7954 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10234 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710336.000000 Penalty: 113205.929688
Iteration 239Q: 37 clusters Score -3.571034e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19897 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 7369 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10655 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18345 members 
Mstep: Class 19 contains 34243 members 
Mstep: Class 20 contains 15522 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7056 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 7955 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10233 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710380.000000 Penalty: 113205.929688
Iteration 240F: 37 clusters Score -3.571038e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19923 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10656 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18342 members 
Mstep: Class 19 contains 34247 members 
Mstep: Class 20 contains 15503 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 7056 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 7954 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10232 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710348.000000 Penalty: 113205.929688
Iteration 241Q: 37 clusters Score -3.571035e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 19951 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14322 members 
Mstep: Class 8 contains 7374 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10655 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18335 members 
Mstep: Class 19 contains 34249 members 
Mstep: Class 20 contains 15485 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 7953 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10231 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710364.000000 Penalty: 113205.929688
Iteration 242Q: 37 clusters Score -3.571036e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 19979 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14324 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10655 members 
Mstep: Class 11 contains 19368 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18329 members 
Mstep: Class 19 contains 34261 members 
Mstep: Class 20 contains 15469 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7055 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 7949 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10227 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710420.000000 Penalty: 113205.929688
Iteration 243Q: 37 clusters Score -3.571042e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20007 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14325 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10655 members 
Mstep: Class 11 contains 19366 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18326 members 
Mstep: Class 19 contains 34264 members 
Mstep: Class 20 contains 15451 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7947 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10227 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710400.000000 Penalty: 113205.929688
Iteration 244Q: 37 clusters Score -3.57104e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20029 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 9509 members 
Mstep: Class 6 contains 2503 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10655 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18328 members 
Mstep: Class 19 contains 34267 members 
Mstep: Class 20 contains 15430 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 7945 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10227 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6286 members 
Mstep: Class 36 contains 14867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710408.000000 Penalty: 113205.929688
Iteration 245Q: 37 clusters Score -3.571041e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20056 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 9509 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10657 members 
Mstep: Class 11 contains 19363 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8478 members 
Mstep: Class 18 contains 18323 members 
Mstep: Class 19 contains 34275 members 
Mstep: Class 20 contains 15411 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 7944 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10224 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6286 members 
Mstep: Class 36 contains 14861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710412.000000 Penalty: 113205.929688
Iteration 246Q: 37 clusters Score -3.571041e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20084 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 9509 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14326 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10657 members 
Mstep: Class 11 contains 19359 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18319 members 
Mstep: Class 19 contains 34282 members 
Mstep: Class 20 contains 15397 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 7944 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10222 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9329 members 
Mstep: Class 35 contains 6286 members 
Mstep: Class 36 contains 14853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710400.000000 Penalty: 113205.929688
Iteration 247Q: 37 clusters Score -3.57104e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 20111 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 9510 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 10657 members 
Mstep: Class 11 contains 19355 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8480 members 
Mstep: Class 18 contains 18318 members 
Mstep: Class 19 contains 34285 members 
Mstep: Class 20 contains 15384 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 7944 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10218 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9330 members 
Mstep: Class 35 contains 6286 members 
Mstep: Class 36 contains 14848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710384.000000 Penalty: 113205.929688
Iteration 248Q: 37 clusters Score -3.571038e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 20145 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 9511 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14321 members 
Mstep: Class 8 contains 7371 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10658 members 
Mstep: Class 11 contains 19349 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8479 members 
Mstep: Class 18 contains 18318 members 
Mstep: Class 19 contains 34284 members 
Mstep: Class 20 contains 15366 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7053 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 7943 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10212 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9333 members 
Mstep: Class 35 contains 6286 members 
Mstep: Class 36 contains 14847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710392.000000 Penalty: 113205.929688
Iteration 249Q: 37 clusters Score -3.571039e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 20182 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 9512 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14319 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10660 members 
Mstep: Class 11 contains 19347 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 8481 members 
Mstep: Class 18 contains 18318 members 
Mstep: Class 19 contains 34283 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7052 members 
Mstep: Class 24 contains 7209 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7943 members 
Mstep: Class 27 contains 5915 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10207 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710436.000000 Penalty: 113205.929688
Iteration 250Q: 37 clusters Score -3.571044e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 20208 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9512 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14315 members 
Mstep: Class 8 contains 7368 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10662 members 
Mstep: Class 11 contains 19343 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8483 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 34293 members 
Mstep: Class 20 contains 15333 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7052 members 
Mstep: Class 24 contains 7209 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 7941 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 5991 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10205 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9332 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710356.000000 Penalty: 113205.929688
Iteration 251Q: 37 clusters Score -3.571036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 20234 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9513 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14314 members 
Mstep: Class 8 contains 7367 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10664 members 
Mstep: Class 11 contains 19339 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8482 members 
Mstep: Class 18 contains 18318 members 
Mstep: Class 19 contains 34295 members 
Mstep: Class 20 contains 15316 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7052 members 
Mstep: Class 24 contains 7210 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7942 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10201 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9333 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710448.000000 Penalty: 113205.929688
Iteration 252Q: 37 clusters Score -3.571045e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20270 members 
Mstep: Class 3 contains 3411 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9514 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14312 members 
Mstep: Class 8 contains 7367 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10663 members 
Mstep: Class 11 contains 19335 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8484 members 
Mstep: Class 18 contains 18314 members 
Mstep: Class 19 contains 34303 members 
Mstep: Class 20 contains 15299 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7052 members 
Mstep: Class 24 contains 7210 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7941 members 
Mstep: Class 27 contains 5902 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10200 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9334 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710488.000000 Penalty: 113205.929688
Iteration 253Q: 37 clusters Score -3.571049e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20305 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14311 members 
Mstep: Class 8 contains 7365 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10663 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 14969 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8484 members 
Mstep: Class 18 contains 18314 members 
Mstep: Class 19 contains 34307 members 
Mstep: Class 20 contains 15279 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7052 members 
Mstep: Class 24 contains 7210 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7939 members 
Mstep: Class 27 contains 5900 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10199 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710436.000000 Penalty: 113205.929688
Iteration 254Q: 37 clusters Score -3.571044e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20350 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14308 members 
Mstep: Class 8 contains 7361 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10665 members 
Mstep: Class 11 contains 19332 members 
Mstep: Class 12 contains 14968 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8487 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34313 members 
Mstep: Class 20 contains 15264 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7051 members 
Mstep: Class 24 contains 7210 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10193 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710456.000000 Penalty: 113205.929688
Iteration 255Q: 37 clusters Score -3.571046e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20395 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14307 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10666 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 14967 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8489 members 
Mstep: Class 18 contains 18307 members 
Mstep: Class 19 contains 34317 members 
Mstep: Class 20 contains 15246 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7050 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4814 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5891 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10187 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6285 members 
Mstep: Class 36 contains 14763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710460.000000 Penalty: 113205.929688
Iteration 256Q: 37 clusters Score -3.571046e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20443 members 
Mstep: Class 3 contains 3405 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9520 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14308 members 
Mstep: Class 8 contains 7362 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10667 members 
Mstep: Class 11 contains 19334 members 
Mstep: Class 12 contains 14968 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8488 members 
Mstep: Class 18 contains 18300 members 
Mstep: Class 19 contains 34316 members 
Mstep: Class 20 contains 15228 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7049 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4814 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5888 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11034 members 
Mstep: Class 31 contains 10181 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710412.000000 Penalty: 113205.929688
Iteration 257Q: 37 clusters Score -3.571041e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20488 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14310 members 
Mstep: Class 8 contains 7364 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10668 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 14968 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8490 members 
Mstep: Class 18 contains 18297 members 
Mstep: Class 19 contains 34322 members 
Mstep: Class 20 contains 15203 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7048 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4814 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5887 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11035 members 
Mstep: Class 31 contains 10173 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710396.000000 Penalty: 113205.929688
Iteration 258Q: 37 clusters Score -3.57104e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 20529 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14309 members 
Mstep: Class 8 contains 7368 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10669 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8496 members 
Mstep: Class 18 contains 18300 members 
Mstep: Class 19 contains 34326 members 
Mstep: Class 20 contains 15178 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7048 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5881 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11036 members 
Mstep: Class 31 contains 10169 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6284 members 
Mstep: Class 36 contains 14707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710452.000000 Penalty: 113205.929688
Iteration 259Q: 37 clusters Score -3.571045e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20569 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14309 members 
Mstep: Class 8 contains 7375 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10671 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8503 members 
Mstep: Class 18 contains 18300 members 
Mstep: Class 19 contains 34333 members 
Mstep: Class 20 contains 15147 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7048 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7934 members 
Mstep: Class 27 contains 5879 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11039 members 
Mstep: Class 31 contains 10165 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710496.000000 Penalty: 113205.929688
Iteration 260F: 37 clusters Score -3.57105e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20609 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14305 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10673 members 
Mstep: Class 11 contains 19335 members 
Mstep: Class 12 contains 14970 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 18302 members 
Mstep: Class 19 contains 34330 members 
Mstep: Class 20 contains 15119 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7047 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7934 members 
Mstep: Class 27 contains 5877 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 10166 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710484.000000 Penalty: 113205.929688
Iteration 261Q: 37 clusters Score -3.571048e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20655 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 7380 members 
Mstep: Class 9 contains 10268 members 
Mstep: Class 10 contains 10676 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 14971 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8506 members 
Mstep: Class 18 contains 18300 members 
Mstep: Class 19 contains 34330 members 
Mstep: Class 20 contains 15091 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7045 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7933 members 
Mstep: Class 27 contains 5876 members 
Mstep: Class 28 contains 5996 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11042 members 
Mstep: Class 31 contains 10165 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710488.000000 Penalty: 113205.929688
Iteration 262Q: 37 clusters Score -3.571049e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20718 members 
Mstep: Class 3 contains 3407 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 7385 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10675 members 
Mstep: Class 11 contains 19335 members 
Mstep: Class 12 contains 14971 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8509 members 
Mstep: Class 18 contains 18301 members 
Mstep: Class 19 contains 34330 members 
Mstep: Class 20 contains 15047 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7043 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7935 members 
Mstep: Class 27 contains 5876 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11042 members 
Mstep: Class 31 contains 10161 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710460.000000 Penalty: 113205.929688
Iteration 263Q: 37 clusters Score -3.571046e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20777 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 9520 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 7390 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 19334 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8509 members 
Mstep: Class 18 contains 18297 members 
Mstep: Class 19 contains 34325 members 
Mstep: Class 20 contains 15022 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7042 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5872 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11042 members 
Mstep: Class 31 contains 10158 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710480.000000 Penalty: 113205.929688
Iteration 264Q: 37 clusters Score -3.571048e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20846 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 7396 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10678 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 18298 members 
Mstep: Class 19 contains 34324 members 
Mstep: Class 20 contains 14995 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7041 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5867 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11042 members 
Mstep: Class 31 contains 10152 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710536.000000 Penalty: 113205.929688
Iteration 265Q: 37 clusters Score -3.571054e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20906 members 
Mstep: Class 3 contains 3408 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10677 members 
Mstep: Class 11 contains 19332 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8519 members 
Mstep: Class 18 contains 18304 members 
Mstep: Class 19 contains 34322 members 
Mstep: Class 20 contains 14962 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2733 members 
Mstep: Class 23 contains 7040 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5866 members 
Mstep: Class 28 contains 5994 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11042 members 
Mstep: Class 31 contains 10151 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710544.000000 Penalty: 113205.929688
Iteration 266Q: 37 clusters Score -3.571054e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20990 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 9520 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 7404 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10678 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8526 members 
Mstep: Class 18 contains 18305 members 
Mstep: Class 19 contains 34305 members 
Mstep: Class 20 contains 14933 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7039 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7933 members 
Mstep: Class 27 contains 5864 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 10145 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710548.000000 Penalty: 113205.929688
Iteration 267Q: 37 clusters Score -3.571055e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21061 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 7402 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 10680 members 
Mstep: Class 11 contains 19328 members 
Mstep: Class 12 contains 14973 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8536 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34302 members 
Mstep: Class 20 contains 14900 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2734 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7934 members 
Mstep: Class 27 contains 5862 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 10139 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9338 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710584.000000 Penalty: 113205.929688
Iteration 268Q: 37 clusters Score -3.571058e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21134 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 10679 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8543 members 
Mstep: Class 18 contains 18307 members 
Mstep: Class 19 contains 34307 members 
Mstep: Class 20 contains 14860 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4814 members 
Mstep: Class 26 contains 7934 members 
Mstep: Class 27 contains 5858 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 10136 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710628.000000 Penalty: 113205.929688
Iteration 269Q: 37 clusters Score -3.571063e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21207 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 9519 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 7400 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 10680 members 
Mstep: Class 11 contains 19329 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8548 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34304 members 
Mstep: Class 20 contains 14820 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4816 members 
Mstep: Class 26 contains 7935 members 
Mstep: Class 27 contains 5857 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 10133 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9338 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710624.000000 Penalty: 113205.929688
Iteration 270Q: 37 clusters Score -3.571062e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21282 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 9521 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 7403 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10681 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8560 members 
Mstep: Class 18 contains 18311 members 
Mstep: Class 19 contains 34301 members 
Mstep: Class 20 contains 14784 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5854 members 
Mstep: Class 28 contains 5993 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11039 members 
Mstep: Class 31 contains 10127 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9338 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710688.000000 Penalty: 113205.929688
Iteration 271Q: 37 clusters Score -3.571069e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21348 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 9521 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10683 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8567 members 
Mstep: Class 18 contains 18310 members 
Mstep: Class 19 contains 34303 members 
Mstep: Class 20 contains 14751 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7931 members 
Mstep: Class 27 contains 5848 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 10119 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9338 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710720.000000 Penalty: 113205.929688
Iteration 272Q: 37 clusters Score -3.571072e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21420 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 9520 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 14304 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10685 members 
Mstep: Class 11 contains 19323 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8576 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34296 members 
Mstep: Class 20 contains 14717 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7929 members 
Mstep: Class 27 contains 5846 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 10115 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9338 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710776.000000 Penalty: 113205.929688
Iteration 273Q: 37 clusters Score -3.571078e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21499 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 9520 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 7407 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10684 members 
Mstep: Class 11 contains 19322 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8584 members 
Mstep: Class 18 contains 18305 members 
Mstep: Class 19 contains 34294 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7927 members 
Mstep: Class 27 contains 5842 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 10108 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9338 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710752.000000 Penalty: 113205.929688
Iteration 274Q: 37 clusters Score -3.571075e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21564 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 9521 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 7409 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10684 members 
Mstep: Class 11 contains 19326 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8590 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34294 members 
Mstep: Class 20 contains 14644 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7929 members 
Mstep: Class 27 contains 5840 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 10108 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710792.000000 Penalty: 113205.929688
Iteration 275Q: 37 clusters Score -3.571079e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21646 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 9522 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 7414 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10684 members 
Mstep: Class 11 contains 19318 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8594 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34290 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 5837 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 10107 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710760.000000 Penalty: 113205.929688
Iteration 276Q: 37 clusters Score -3.571076e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21724 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 9522 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 7415 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10685 members 
Mstep: Class 11 contains 19311 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 18310 members 
Mstep: Class 19 contains 34293 members 
Mstep: Class 20 contains 14562 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 5836 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 10107 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6283 members 
Mstep: Class 36 contains 14120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710836.000000 Penalty: 113205.929688
Iteration 277Q: 37 clusters Score -3.571084e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21811 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 14303 members 
Mstep: Class 8 contains 7414 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 19309 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8613 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34303 members 
Mstep: Class 20 contains 14516 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 5827 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 10105 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710812.000000 Penalty: 113205.929688
Iteration 278Q: 37 clusters Score -3.571081e+07 nChanged 177
Entering ConstructFrom: 
Score: -35710812.000000 Penalty: 113205.929688
Entering ConstructFrom: 
Trying to split cluster 1 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -285555.156250 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -285555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -282675.281250 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -282675.3 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -283239.281250 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -283239.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -283372.562500 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -283372.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283446.312500 Penalty: 3861.923828
	Iteration 3Q: 3 clusters Score -283446.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -283490.093750 Penalty: 3861.923828
	Iteration 4Q: 3 clusters Score -283490.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -283520.718750 Penalty: 3861.923828
	Iteration 5Q: 3 clusters Score -283520.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -283546.406250 Penalty: 3861.923828
	Iteration 6Q: 3 clusters Score -283546.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -283574.937500 Penalty: 3861.923828
	Iteration 7Q: 3 clusters Score -283574.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -283596.156250 Penalty: 3861.923828
	Iteration 8Q: 3 clusters Score -283596.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283612.718750 Penalty: 3861.923828
	Iteration 9Q: 3 clusters Score -283612.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -283626.875000 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -283626.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -283640.468750 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -283640.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -283647.500000 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -283647.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283656.250000 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -283656.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283661.562500 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -283661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283666.125000 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -283666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283670.250000 Penalty: 3861.923828
	Iteration 16Q: 3 clusters Score -283670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -283675.406250 Penalty: 3861.923828
	Iteration 17Q: 3 clusters Score -283675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -283679.250000 Penalty: 3861.923828
	Iteration 18Q: 3 clusters Score -283679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -283681.468750 Penalty: 3861.923828
	Iteration 19Q: 3 clusters Score -283681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283681.687500 Penalty: 3861.923828
	Iteration 20F: 3 clusters Score -283681.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283683.062500 Penalty: 3861.923828
	Iteration 21Q: 3 clusters Score -283683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -283683.468750 Penalty: 3861.923828
	Iteration 22Q: 3 clusters Score -283683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -283684.093750 Penalty: 3861.923828
	Iteration 23Q: 3 clusters Score -283684.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283684.093750 Penalty: 3861.923828
	Iteration 24Q: 3 clusters Score -283684.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283684.093750 Penalty: 3861.923828
	Iteration 25F: 3 clusters Score -283684.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Entering Unmasked Estep 
Score: -2632926.500000 Penalty: 2478.492676
	Iteration 0F: 2 clusters Score -2632926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2617626.500000 Penalty: 4956.985352
	Iteration 0F: 3 clusters Score -2617626 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2622738.250000 Penalty: 4956.985352
	Iteration 1F: 3 clusters Score -2622738 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2623201.250000 Penalty: 4956.985352
	Iteration 2F: 3 clusters Score -2623201 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2623646.000000 Penalty: 4956.985352
	Iteration 3Q: 3 clusters Score -2623646 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2624089.000000 Penalty: 4956.985352
	Iteration 4Q: 3 clusters Score -2624089 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2624561.000000 Penalty: 4956.985352
	Iteration 5Q: 3 clusters Score -2624561 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2625051.500000 Penalty: 4956.985352
	Iteration 6Q: 3 clusters Score -2625052 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2625498.250000 Penalty: 4956.985352
	Iteration 7Q: 3 clusters Score -2625498 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2625962.500000 Penalty: 4956.985352
	Iteration 8Q: 3 clusters Score -2625962 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2626412.250000 Penalty: 4956.985352
	Iteration 9Q: 3 clusters Score -2626412 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2626919.750000 Penalty: 4956.985352
	Iteration 10Q: 3 clusters Score -2626920 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2627397.500000 Penalty: 4956.985352
	Iteration 11Q: 3 clusters Score -2627398 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2627826.750000 Penalty: 4956.985352
	Iteration 12Q: 3 clusters Score -2627827 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2628226.250000 Penalty: 4956.985352
	Iteration 13Q: 3 clusters Score -2628226 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2628599.250000 Penalty: 4956.985352
	Iteration 14Q: 3 clusters Score -2628599 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2628902.000000 Penalty: 4956.985352
	Iteration 15Q: 3 clusters Score -2628902 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2629237.250000 Penalty: 4956.985352
	Iteration 16Q: 3 clusters Score -2629237 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2629598.000000 Penalty: 4956.985352
	Iteration 17Q: 3 clusters Score -2629598 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2629858.750000 Penalty: 4956.985352
	Iteration 18Q: 3 clusters Score -2629859 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2630024.000000 Penalty: 4956.985352
	Iteration 19Q: 3 clusters Score -2630024 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2630171.250000 Penalty: 4956.985352
	Iteration 20F: 3 clusters Score -2630171 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2630288.000000 Penalty: 4956.985352
	Iteration 21Q: 3 clusters Score -2630288 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2630370.500000 Penalty: 4956.985352
	Iteration 22Q: 3 clusters Score -2630370 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2630443.250000 Penalty: 4956.985352
	Iteration 23Q: 3 clusters Score -2630443 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2630489.500000 Penalty: 4956.985352
	Iteration 24Q: 3 clusters Score -2630490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2630551.250000 Penalty: 4956.985352
	Iteration 25Q: 3 clusters Score -2630551 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2630614.500000 Penalty: 4956.985352
	Iteration 26Q: 3 clusters Score -2630614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2630657.250000 Penalty: 4956.985352
	Iteration 27Q: 3 clusters Score -2630657 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2630691.250000 Penalty: 4956.985352
	Iteration 28Q: 3 clusters Score -2630691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2630711.500000 Penalty: 4956.985352
	Iteration 29Q: 3 clusters Score -2630712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2630722.500000 Penalty: 4956.985352
	Iteration 30Q: 3 clusters Score -2630722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2630725.500000 Penalty: 4956.985352
	Iteration 31Q: 3 clusters Score -2630726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2630732.500000 Penalty: 4956.985352
	Iteration 32Q: 3 clusters Score -2630732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2630735.500000 Penalty: 4956.985352
	Iteration 33Q: 3 clusters Score -2630736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2630741.000000 Penalty: 4956.985352
	Iteration 34Q: 3 clusters Score -2630741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2630741.000000 Penalty: 4956.985352
	Iteration 35Q: 3 clusters Score -2630741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2630739.000000 Penalty: 4956.985352
	Iteration 36Q: 3 clusters Score -2630739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2630744.500000 Penalty: 4956.985352
	Iteration 37Q: 3 clusters Score -2630744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2630748.250000 Penalty: 4956.985352
	Iteration 38Q: 3 clusters Score -2630748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2630747.750000 Penalty: 4956.985352
	Iteration 39Q: 3 clusters Score -2630748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2630756.000000 Penalty: 4956.985352
	Iteration 40F: 3 clusters Score -2630756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2630760.750000 Penalty: 4956.985352
	Iteration 41Q: 3 clusters Score -2630761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2630763.500000 Penalty: 4956.985352
	Iteration 42Q: 3 clusters Score -2630764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2630769.500000 Penalty: 4956.985352
	Iteration 43Q: 3 clusters Score -2630770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2630777.500000 Penalty: 4956.985352
	Iteration 44Q: 3 clusters Score -2630778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2630783.500000 Penalty: 4956.985352
	Iteration 45Q: 3 clusters Score -2630784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2630783.750000 Penalty: 4956.985352
	Iteration 46Q: 3 clusters Score -2630784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2630785.500000 Penalty: 4956.985352
	Iteration 47Q: 3 clusters Score -2630786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2630792.500000 Penalty: 4956.985352
	Iteration 48Q: 3 clusters Score -2630792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2630800.250000 Penalty: 4956.985352
	Iteration 49Q: 3 clusters Score -2630800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2630801.750000 Penalty: 4956.985352
	Iteration 50Q: 3 clusters Score -2630802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2630807.750000 Penalty: 4956.985352
	Iteration 51Q: 3 clusters Score -2630808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2630810.250000 Penalty: 4956.985352
	Iteration 52Q: 3 clusters Score -2630810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2630815.250000 Penalty: 4956.985352
	Iteration 53Q: 3 clusters Score -2630815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2630818.750000 Penalty: 4956.985352
	Iteration 54Q: 3 clusters Score -2630819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2630824.000000 Penalty: 4956.985352
	Iteration 55Q: 3 clusters Score -2630824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2630819.750000 Penalty: 4956.985352
	Iteration 56Q: 3 clusters Score -2630820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2630822.750000 Penalty: 4956.985352
	Iteration 57Q: 3 clusters Score -2630823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2630824.750000 Penalty: 4956.985352
	Iteration 58Q: 3 clusters Score -2630825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2630826.000000 Penalty: 4956.985352
	Iteration 59Q: 3 clusters Score -2630826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2630827.750000 Penalty: 4956.985352
	Iteration 60F: 3 clusters Score -2630828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2630836.500000 Penalty: 4956.985352
	Iteration 61Q: 3 clusters Score -2630836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2630833.000000 Penalty: 4956.985352
	Iteration 62Q: 3 clusters Score -2630833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2630846.000000 Penalty: 4956.985352
	Iteration 63Q: 3 clusters Score -2630846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2630847.250000 Penalty: 4956.985352
	Iteration 64Q: 3 clusters Score -2630847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2630853.500000 Penalty: 4956.985352
	Iteration 65Q: 3 clusters Score -2630854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2630859.750000 Penalty: 4956.985352
	Iteration 66Q: 3 clusters Score -2630860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2630860.750000 Penalty: 4956.985352
	Iteration 67Q: 3 clusters Score -2630861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2630861.250000 Penalty: 4956.985352
	Iteration 68Q: 3 clusters Score -2630861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2630861.750000 Penalty: 4956.985352
	Iteration 69Q: 3 clusters Score -2630862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2630871.500000 Penalty: 4956.985352
	Iteration 70Q: 3 clusters Score -2630872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2630873.750000 Penalty: 4956.985352
	Iteration 71Q: 3 clusters Score -2630874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2630883.500000 Penalty: 4956.985352
	Iteration 72Q: 3 clusters Score -2630884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2630896.500000 Penalty: 4956.985352
	Iteration 73Q: 3 clusters Score -2630896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2630901.500000 Penalty: 4956.985352
	Iteration 74Q: 3 clusters Score -2630902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2630910.500000 Penalty: 4956.985352
	Iteration 75Q: 3 clusters Score -2630910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2630908.500000 Penalty: 4956.985352
	Iteration 76Q: 3 clusters Score -2630908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2630906.250000 Penalty: 4956.985352
	Iteration 77Q: 3 clusters Score -2630906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2630913.000000 Penalty: 4956.985352
	Iteration 78Q: 3 clusters Score -2630913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2630916.250000 Penalty: 4956.985352
	Iteration 79Q: 3 clusters Score -2630916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2630924.000000 Penalty: 4956.985352
	Iteration 80F: 3 clusters Score -2630924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2630931.750000 Penalty: 4956.985352
	Iteration 81Q: 3 clusters Score -2630932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2630935.250000 Penalty: 4956.985352
	Iteration 82Q: 3 clusters Score -2630935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2630935.750000 Penalty: 4956.985352
	Iteration 83Q: 3 clusters Score -2630936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2630936.500000 Penalty: 4956.985352
	Iteration 84Q: 3 clusters Score -2630936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2630938.750000 Penalty: 4956.985352
	Iteration 85Q: 3 clusters Score -2630939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2630935.000000 Penalty: 4956.985352
	Iteration 86Q: 3 clusters Score -2630935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2630938.500000 Penalty: 4956.985352
	Iteration 87Q: 3 clusters Score -2630938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2630934.750000 Penalty: 4956.985352
	Iteration 88Q: 3 clusters Score -2630935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2630931.500000 Penalty: 4956.985352
	Iteration 89Q: 3 clusters Score -2630932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2630932.250000 Penalty: 4956.985352
	Iteration 90Q: 3 clusters Score -2630932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2630931.250000 Penalty: 4956.985352
	Iteration 91Q: 3 clusters Score -2630931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2630929.500000 Penalty: 4956.985352
	Iteration 92Q: 3 clusters Score -2630930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2630933.500000 Penalty: 4956.985352
	Iteration 93Q: 3 clusters Score -2630934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2630933.500000 Penalty: 4956.985352
	Iteration 94F: 3 clusters Score -2630934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -375904.406250 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -375904.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -372380.062500 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -372380.1 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -373179.562500 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -373179.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -373395.906250 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -373395.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -373533.218750 Penalty: 4032.655518
	Iteration 3F: 3 clusters Score -373533.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -373638.187500 Penalty: 4032.655518
	Iteration 4Q: 3 clusters Score -373638.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -373738.218750 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -373738.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -373858.593750 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -373858.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -374001.687500 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -374001.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -374157.093750 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -374157.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -374271.437500 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -374271.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -374336.968750 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -374337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -374388.250000 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -374388.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -374431.906250 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -374431.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -374469.781250 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -374469.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -374509.500000 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -374509.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -374534.500000 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -374534.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -374554.812500 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -374554.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -374578.343750 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -374578.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -374596.906250 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -374596.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -374616.531250 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -374616.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -374635.000000 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -374635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -374649.093750 Penalty: 4032.655518
	Iteration 21Q: 3 clusters Score -374649.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -374666.187500 Penalty: 4032.655518
	Iteration 22Q: 3 clusters Score -374666.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -374690.218750 Penalty: 4032.655518
	Iteration 23Q: 3 clusters Score -374690.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -374701.250000 Penalty: 4032.655518
	Iteration 24Q: 3 clusters Score -374701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -374712.343750 Penalty: 4032.655518
	Iteration 25Q: 3 clusters Score -374712.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -374722.812500 Penalty: 4032.655518
	Iteration 26Q: 3 clusters Score -374722.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -374733.000000 Penalty: 4032.655518
	Iteration 27Q: 3 clusters Score -374733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -374740.093750 Penalty: 4032.655518
	Iteration 28Q: 3 clusters Score -374740.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -374746.562500 Penalty: 4032.655518
	Iteration 29Q: 3 clusters Score -374746.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -374753.031250 Penalty: 4032.655518
	Iteration 30Q: 3 clusters Score -374753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -374760.312500 Penalty: 4032.655518
	Iteration 31Q: 3 clusters Score -374760.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -374761.750000 Penalty: 4032.655518
	Iteration 32Q: 3 clusters Score -374761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -374764.593750 Penalty: 4032.655518
	Iteration 33Q: 3 clusters Score -374764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -374767.312500 Penalty: 4032.655518
	Iteration 34Q: 3 clusters Score -374767.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -374767.687500 Penalty: 4032.655518
	Iteration 35Q: 3 clusters Score -374767.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -374767.687500 Penalty: 4032.655518
	Iteration 36F: 3 clusters Score -374767.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -604235.812500 Penalty: 2113.648926
	Iteration 0F: 2 clusters Score -604235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -599740.312500 Penalty: 4227.297852
	Iteration 0F: 3 clusters Score -599740.3 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -600816.562500 Penalty: 4227.297852
	Iteration 1F: 3 clusters Score -600816.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -601011.875000 Penalty: 4227.297852
	Iteration 2F: 3 clusters Score -601011.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -601115.500000 Penalty: 4227.297852
	Iteration 3Q: 3 clusters Score -601115.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -601182.375000 Penalty: 4227.297852
	Iteration 4Q: 3 clusters Score -601182.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -601243.562500 Penalty: 4227.297852
	Iteration 5Q: 3 clusters Score -601243.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -601289.500000 Penalty: 4227.297852
	Iteration 6Q: 3 clusters Score -601289.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -601323.812500 Penalty: 4227.297852
	Iteration 7Q: 3 clusters Score -601323.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -601353.187500 Penalty: 4227.297852
	Iteration 8Q: 3 clusters Score -601353.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -601380.625000 Penalty: 4227.297852
	Iteration 9Q: 3 clusters Score -601380.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -601414.062500 Penalty: 4227.297852
	Iteration 10Q: 3 clusters Score -601414.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -601443.625000 Penalty: 4227.297852
	Iteration 11Q: 3 clusters Score -601443.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -601479.187500 Penalty: 4227.297852
	Iteration 12Q: 3 clusters Score -601479.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -601514.500000 Penalty: 4227.297852
	Iteration 13Q: 3 clusters Score -601514.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -601558.437500 Penalty: 4227.297852
	Iteration 14Q: 3 clusters Score -601558.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -601610.125000 Penalty: 4227.297852
	Iteration 15Q: 3 clusters Score -601610.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -601670.187500 Penalty: 4227.297852
	Iteration 16Q: 3 clusters Score -601670.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -601724.000000 Penalty: 4227.297852
	Iteration 17Q: 3 clusters Score -601724 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -601781.937500 Penalty: 4227.297852
	Iteration 18Q: 3 clusters Score -601781.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -601836.000000 Penalty: 4227.297852
	Iteration 19Q: 3 clusters Score -601836 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -601904.625000 Penalty: 4227.297852
	Iteration 20F: 3 clusters Score -601904.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -601981.062500 Penalty: 4227.297852
	Iteration 21Q: 3 clusters Score -601981.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -602051.437500 Penalty: 4227.297852
	Iteration 22Q: 3 clusters Score -602051.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -602125.187500 Penalty: 4227.297852
	Iteration 23Q: 3 clusters Score -602125.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -602199.187500 Penalty: 4227.297852
	Iteration 24Q: 3 clusters Score -602199.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -602280.562500 Penalty: 4227.297852
	Iteration 25Q: 3 clusters Score -602280.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -602339.000000 Penalty: 4227.297852
	Iteration 26Q: 3 clusters Score -602339 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -602382.375000 Penalty: 4227.297852
	Iteration 27Q: 3 clusters Score -602382.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -602430.125000 Penalty: 4227.297852
	Iteration 28Q: 3 clusters Score -602430.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -602470.687500 Penalty: 4227.297852
	Iteration 29Q: 3 clusters Score -602470.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -602502.125000 Penalty: 4227.297852
	Iteration 30Q: 3 clusters Score -602502.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -602521.875000 Penalty: 4227.297852
	Iteration 31Q: 3 clusters Score -602521.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -602542.625000 Penalty: 4227.297852
	Iteration 32Q: 3 clusters Score -602542.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -602559.750000 Penalty: 4227.297852
	Iteration 33Q: 3 clusters Score -602559.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -602573.500000 Penalty: 4227.297852
	Iteration 34Q: 3 clusters Score -602573.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -602585.125000 Penalty: 4227.297852
	Iteration 35Q: 3 clusters Score -602585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -602596.375000 Penalty: 4227.297852
	Iteration 36Q: 3 clusters Score -602596.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -602602.375000 Penalty: 4227.297852
	Iteration 37Q: 3 clusters Score -602602.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -602611.875000 Penalty: 4227.297852
	Iteration 38Q: 3 clusters Score -602611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -602619.187500 Penalty: 4227.297852
	Iteration 39Q: 3 clusters Score -602619.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -602623.375000 Penalty: 4227.297852
	Iteration 40F: 3 clusters Score -602623.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -602630.812500 Penalty: 4227.297852
	Iteration 41Q: 3 clusters Score -602630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -602634.750000 Penalty: 4227.297852
	Iteration 42Q: 3 clusters Score -602634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -602637.625000 Penalty: 4227.297852
	Iteration 43Q: 3 clusters Score -602637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -602646.937500 Penalty: 4227.297852
	Iteration 44Q: 3 clusters Score -602646.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -602656.500000 Penalty: 4227.297852
	Iteration 45Q: 3 clusters Score -602656.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -602664.125000 Penalty: 4227.297852
	Iteration 46Q: 3 clusters Score -602664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -602670.937500 Penalty: 4227.297852
	Iteration 47Q: 3 clusters Score -602670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -602676.312500 Penalty: 4227.297852
	Iteration 48Q: 3 clusters Score -602676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -602679.312500 Penalty: 4227.297852
	Iteration 49Q: 3 clusters Score -602679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -602680.937500 Penalty: 4227.297852
	Iteration 50Q: 3 clusters Score -602680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -602683.625000 Penalty: 4227.297852
	Iteration 51Q: 3 clusters Score -602683.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -602690.000000 Penalty: 4227.297852
	Iteration 52Q: 3 clusters Score -602690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -602695.812500 Penalty: 4227.297852
	Iteration 53Q: 3 clusters Score -602695.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -602700.562500 Penalty: 4227.297852
	Iteration 54Q: 3 clusters Score -602700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -602703.000000 Penalty: 4227.297852
	Iteration 55Q: 3 clusters Score -602703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -602705.812500 Penalty: 4227.297852
	Iteration 56Q: 3 clusters Score -602705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -602709.187500 Penalty: 4227.297852
	Iteration 57Q: 3 clusters Score -602709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -602713.312500 Penalty: 4227.297852
	Iteration 58Q: 3 clusters Score -602713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -602714.375000 Penalty: 4227.297852
	Iteration 59Q: 3 clusters Score -602714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -602714.375000 Penalty: 4227.297852
	Iteration 60F: 3 clusters Score -602714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Entering Unmasked Estep 
Score: -1103076.375000 Penalty: 2271.887207
	Iteration 0F: 2 clusters Score -1103076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1095715.875000 Penalty: 4543.774414
	Iteration 0F: 3 clusters Score -1095716 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1098047.500000 Penalty: 4543.774414
	Iteration 1F: 3 clusters Score -1098048 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1098498.375000 Penalty: 4543.774414
	Iteration 2F: 3 clusters Score -1098498 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1098912.875000 Penalty: 4543.774414
	Iteration 3F: 3 clusters Score -1098913 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1099300.750000 Penalty: 4543.774414
	Iteration 4F: 3 clusters Score -1099301 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1099589.625000 Penalty: 4543.774414
	Iteration 5Q: 3 clusters Score -1099590 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1099828.500000 Penalty: 4543.774414
	Iteration 6Q: 3 clusters Score -1099828 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1100027.750000 Penalty: 4543.774414
	Iteration 7Q: 3 clusters Score -1100028 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1100205.375000 Penalty: 4543.774414
	Iteration 8Q: 3 clusters Score -1100205 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1100348.375000 Penalty: 4543.774414
	Iteration 9Q: 3 clusters Score -1100348 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1100493.625000 Penalty: 4543.774414
	Iteration 10Q: 3 clusters Score -1100494 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1100613.750000 Penalty: 4543.774414
	Iteration 11Q: 3 clusters Score -1100614 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1100737.375000 Penalty: 4543.774414
	Iteration 12Q: 3 clusters Score -1100737 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1100851.000000 Penalty: 4543.774414
	Iteration 13Q: 3 clusters Score -1100851 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1100981.000000 Penalty: 4543.774414
	Iteration 14Q: 3 clusters Score -1100981 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1101098.250000 Penalty: 4543.774414
	Iteration 15Q: 3 clusters Score -1101098 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1101204.375000 Penalty: 4543.774414
	Iteration 16Q: 3 clusters Score -1101204 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1101299.875000 Penalty: 4543.774414
	Iteration 17Q: 3 clusters Score -1101300 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1101391.125000 Penalty: 4543.774414
	Iteration 18Q: 3 clusters Score -1101391 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1101509.500000 Penalty: 4543.774414
	Iteration 19Q: 3 clusters Score -1101510 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1101636.500000 Penalty: 4543.774414
	Iteration 20F: 3 clusters Score -1101636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1101786.625000 Penalty: 4543.774414
	Iteration 21Q: 3 clusters Score -1101787 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1101962.250000 Penalty: 4543.774414
	Iteration 22Q: 3 clusters Score -1101962 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1102125.375000 Penalty: 4543.774414
	Iteration 23Q: 3 clusters Score -1102125 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1102299.375000 Penalty: 4543.774414
	Iteration 24Q: 3 clusters Score -1102299 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1102487.375000 Penalty: 4543.774414
	Iteration 25Q: 3 clusters Score -1102487 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1102642.125000 Penalty: 4543.774414
	Iteration 26Q: 3 clusters Score -1102642 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1102730.000000 Penalty: 4543.774414
	Iteration 27Q: 3 clusters Score -1102730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1102769.000000 Penalty: 4543.774414
	Iteration 28Q: 3 clusters Score -1102769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1102795.875000 Penalty: 4543.774414
	Iteration 29Q: 3 clusters Score -1102796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1102808.875000 Penalty: 4543.774414
	Iteration 30Q: 3 clusters Score -1102809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1102816.500000 Penalty: 4543.774414
	Iteration 31Q: 3 clusters Score -1102816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1102820.000000 Penalty: 4543.774414
	Iteration 32Q: 3 clusters Score -1102820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1102820.750000 Penalty: 4543.774414
	Iteration 33Q: 3 clusters Score -1102821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1102821.875000 Penalty: 4543.774414
	Iteration 34Q: 3 clusters Score -1102822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1102820.875000 Penalty: 4543.774414
	Iteration 35Q: 3 clusters Score -1102821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1102822.750000 Penalty: 4543.774414
	Iteration 36Q: 3 clusters Score -1102823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1102824.000000 Penalty: 4543.774414
	Iteration 37Q: 3 clusters Score -1102824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1102824.000000 Penalty: 4543.774414
	Iteration 38F: 3 clusters Score -1102824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Entering Unmasked Estep 
Score: -276590.500000 Penalty: 1941.353516
	Iteration 0F: 2 clusters Score -276590.5 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 1265 members 
Entering Unmasked Estep 
Score: -273648.156250 Penalty: 3882.707031
	Iteration 0F: 3 clusters Score -273648.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -274213.937500 Penalty: 3882.707031
	Iteration 1F: 3 clusters Score -274213.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -274401.437500 Penalty: 3882.707031
	Iteration 2F: 3 clusters Score -274401.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -274559.468750 Penalty: 3882.707031
	Iteration 3F: 3 clusters Score -274559.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -274695.187500 Penalty: 3882.707031
	Iteration 4Q: 3 clusters Score -274695.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -274817.062500 Penalty: 3882.707031
	Iteration 5Q: 3 clusters Score -274817.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -274893.218750 Penalty: 3882.707031
	Iteration 6Q: 3 clusters Score -274893.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -274963.343750 Penalty: 3882.707031
	Iteration 7Q: 3 clusters Score -274963.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -275020.781250 Penalty: 3882.707031
	Iteration 8Q: 3 clusters Score -275020.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -275082.281250 Penalty: 3882.707031
	Iteration 9Q: 3 clusters Score -275082.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -275122.312500 Penalty: 3882.707031
	Iteration 10Q: 3 clusters Score -275122.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -275155.843750 Penalty: 3882.707031
	Iteration 11Q: 3 clusters Score -275155.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -275182.906250 Penalty: 3882.707031
	Iteration 12Q: 3 clusters Score -275182.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -275201.875000 Penalty: 3882.707031
	Iteration 13Q: 3 clusters Score -275201.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -275214.437500 Penalty: 3882.707031
	Iteration 14Q: 3 clusters Score -275214.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -275227.281250 Penalty: 3882.707031
	Iteration 15Q: 3 clusters Score -275227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -275234.625000 Penalty: 3882.707031
	Iteration 16Q: 3 clusters Score -275234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -275243.062500 Penalty: 3882.707031
	Iteration 17Q: 3 clusters Score -275243.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -275251.343750 Penalty: 3882.707031
	Iteration 18Q: 3 clusters Score -275251.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -275256.187500 Penalty: 3882.707031
	Iteration 19Q: 3 clusters Score -275256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -275263.625000 Penalty: 3882.707031
	Iteration 20F: 3 clusters Score -275263.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -275269.031250 Penalty: 3882.707031
	Iteration 21Q: 3 clusters Score -275269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -275272.062500 Penalty: 3882.707031
	Iteration 22Q: 3 clusters Score -275272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -275276.375000 Penalty: 3882.707031
	Iteration 23Q: 3 clusters Score -275276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -275282.687500 Penalty: 3882.707031
	Iteration 24Q: 3 clusters Score -275282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -275287.531250 Penalty: 3882.707031
	Iteration 25Q: 3 clusters Score -275287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -275289.875000 Penalty: 3882.707031
	Iteration 26Q: 3 clusters Score -275289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -275293.218750 Penalty: 3882.707031
	Iteration 27Q: 3 clusters Score -275293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -275295.687500 Penalty: 3882.707031
	Iteration 28Q: 3 clusters Score -275295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -275295.593750 Penalty: 3882.707031
	Iteration 29Q: 3 clusters Score -275295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -275297.031250 Penalty: 3882.707031
	Iteration 30Q: 3 clusters Score -275297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -275297.031250 Penalty: 3882.707031
	Iteration 31F: 3 clusters Score -275297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Entering Unmasked Estep 
Score: -1562779.250000 Penalty: 2372.902344
	Iteration 0F: 2 clusters Score -1562779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1552333.750000 Penalty: 4745.804688
	Iteration 0F: 3 clusters Score -1552334 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1555699.500000 Penalty: 4745.804688
	Iteration 1F: 3 clusters Score -1555700 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1556329.250000 Penalty: 4745.804688
	Iteration 2F: 3 clusters Score -1556329 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1557037.750000 Penalty: 4745.804688
	Iteration 3F: 3 clusters Score -1557038 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1557693.375000 Penalty: 4745.804688
	Iteration 4F: 3 clusters Score -1557693 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1558271.125000 Penalty: 4745.804688
	Iteration 5F: 3 clusters Score -1558271 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1558741.875000 Penalty: 4745.804688
	Iteration 6F: 3 clusters Score -1558742 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1559090.125000 Penalty: 4745.804688
	Iteration 7Q: 3 clusters Score -1559090 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1559344.875000 Penalty: 4745.804688
	Iteration 8Q: 3 clusters Score -1559345 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1559521.875000 Penalty: 4745.804688
	Iteration 9Q: 3 clusters Score -1559522 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1559667.625000 Penalty: 4745.804688
	Iteration 10Q: 3 clusters Score -1559668 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1559767.375000 Penalty: 4745.804688
	Iteration 11Q: 3 clusters Score -1559767 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1559848.250000 Penalty: 4745.804688
	Iteration 12Q: 3 clusters Score -1559848 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1559922.000000 Penalty: 4745.804688
	Iteration 13Q: 3 clusters Score -1559922 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1559980.875000 Penalty: 4745.804688
	Iteration 14Q: 3 clusters Score -1559981 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1560040.875000 Penalty: 4745.804688
	Iteration 15Q: 3 clusters Score -1560041 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1560084.750000 Penalty: 4745.804688
	Iteration 16Q: 3 clusters Score -1560085 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1560113.500000 Penalty: 4745.804688
	Iteration 17Q: 3 clusters Score -1560114 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1560138.375000 Penalty: 4745.804688
	Iteration 18Q: 3 clusters Score -1560138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1560162.625000 Penalty: 4745.804688
	Iteration 19Q: 3 clusters Score -1560163 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1560183.125000 Penalty: 4745.804688
	Iteration 20F: 3 clusters Score -1560183 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1560210.875000 Penalty: 4745.804688
	Iteration 21Q: 3 clusters Score -1560211 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1560229.500000 Penalty: 4745.804688
	Iteration 22Q: 3 clusters Score -1560230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1560249.875000 Penalty: 4745.804688
	Iteration 23Q: 3 clusters Score -1560250 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1560262.125000 Penalty: 4745.804688
	Iteration 24Q: 3 clusters Score -1560262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1560276.250000 Penalty: 4745.804688
	Iteration 25Q: 3 clusters Score -1560276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1560296.000000 Penalty: 4745.804688
	Iteration 26Q: 3 clusters Score -1560296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1560302.875000 Penalty: 4745.804688
	Iteration 27Q: 3 clusters Score -1560303 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1560321.625000 Penalty: 4745.804688
	Iteration 28Q: 3 clusters Score -1560322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1560335.875000 Penalty: 4745.804688
	Iteration 29Q: 3 clusters Score -1560336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1560346.000000 Penalty: 4745.804688
	Iteration 30Q: 3 clusters Score -1560346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1560351.875000 Penalty: 4745.804688
	Iteration 31Q: 3 clusters Score -1560352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1560353.125000 Penalty: 4745.804688
	Iteration 32Q: 3 clusters Score -1560353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1560359.250000 Penalty: 4745.804688
	Iteration 33Q: 3 clusters Score -1560359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1560361.250000 Penalty: 4745.804688
	Iteration 34Q: 3 clusters Score -1560361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1560368.125000 Penalty: 4745.804688
	Iteration 35Q: 3 clusters Score -1560368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1560374.000000 Penalty: 4745.804688
	Iteration 36Q: 3 clusters Score -1560374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1560371.250000 Penalty: 4745.804688
	Iteration 37Q: 3 clusters Score -1560371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1560374.750000 Penalty: 4745.804688
	Iteration 38Q: 3 clusters Score -1560375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1560377.000000 Penalty: 4745.804688
	Iteration 39Q: 3 clusters Score -1560377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1560377.500000 Penalty: 4745.804688
	Iteration 40F: 3 clusters Score -1560378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1560370.750000 Penalty: 4745.804688
	Iteration 41Q: 3 clusters Score -1560371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1560374.250000 Penalty: 4745.804688
	Iteration 42Q: 3 clusters Score -1560374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1560382.375000 Penalty: 4745.804688
	Iteration 43Q: 3 clusters Score -1560382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1560382.875000 Penalty: 4745.804688
	Iteration 44Q: 3 clusters Score -1560383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1560380.875000 Penalty: 4745.804688
	Iteration 45Q: 3 clusters Score -1560381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1560388.750000 Penalty: 4745.804688
	Iteration 46Q: 3 clusters Score -1560389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1560389.750000 Penalty: 4745.804688
	Iteration 47Q: 3 clusters Score -1560390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1560394.000000 Penalty: 4745.804688
	Iteration 48Q: 3 clusters Score -1560394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1560397.875000 Penalty: 4745.804688
	Iteration 49Q: 3 clusters Score -1560398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1560397.750000 Penalty: 4745.804688
	Iteration 50Q: 3 clusters Score -1560398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1560400.375000 Penalty: 4745.804688
	Iteration 51Q: 3 clusters Score -1560400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1560401.000000 Penalty: 4745.804688
	Iteration 52Q: 3 clusters Score -1560401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1560406.625000 Penalty: 4745.804688
	Iteration 53Q: 3 clusters Score -1560407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1560404.375000 Penalty: 4745.804688
	Iteration 54Q: 3 clusters Score -1560404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1560409.750000 Penalty: 4745.804688
	Iteration 55Q: 3 clusters Score -1560410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1560414.250000 Penalty: 4745.804688
	Iteration 56Q: 3 clusters Score -1560414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1560416.250000 Penalty: 4745.804688
	Iteration 57Q: 3 clusters Score -1560416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1560419.500000 Penalty: 4745.804688
	Iteration 58Q: 3 clusters Score -1560420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1560420.125000 Penalty: 4745.804688
	Iteration 59Q: 3 clusters Score -1560420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1560422.625000 Penalty: 4745.804688
	Iteration 60F: 3 clusters Score -1560423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1560426.500000 Penalty: 4745.804688
	Iteration 61Q: 3 clusters Score -1560426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1560425.250000 Penalty: 4745.804688
	Iteration 62Q: 3 clusters Score -1560425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1560429.125000 Penalty: 4745.804688
	Iteration 63Q: 3 clusters Score -1560429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1560436.500000 Penalty: 4745.804688
	Iteration 64Q: 3 clusters Score -1560436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1560434.250000 Penalty: 4745.804688
	Iteration 65Q: 3 clusters Score -1560434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1560436.125000 Penalty: 4745.804688
	Iteration 66Q: 3 clusters Score -1560436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1560434.875000 Penalty: 4745.804688
	Iteration 67Q: 3 clusters Score -1560435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1560442.375000 Penalty: 4745.804688
	Iteration 68Q: 3 clusters Score -1560442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1560451.375000 Penalty: 4745.804688
	Iteration 69Q: 3 clusters Score -1560451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1560456.375000 Penalty: 4745.804688
	Iteration 70Q: 3 clusters Score -1560456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1560462.250000 Penalty: 4745.804688
	Iteration 71Q: 3 clusters Score -1560462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1560467.000000 Penalty: 4745.804688
	Iteration 72Q: 3 clusters Score -1560467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1560476.250000 Penalty: 4745.804688
	Iteration 73Q: 3 clusters Score -1560476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1560480.000000 Penalty: 4745.804688
	Iteration 74Q: 3 clusters Score -1560480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1560483.000000 Penalty: 4745.804688
	Iteration 75Q: 3 clusters Score -1560483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1560484.750000 Penalty: 4745.804688
	Iteration 76Q: 3 clusters Score -1560485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1560493.375000 Penalty: 4745.804688
	Iteration 77Q: 3 clusters Score -1560493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1560495.375000 Penalty: 4745.804688
	Iteration 78Q: 3 clusters Score -1560495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1560503.875000 Penalty: 4745.804688
	Iteration 79Q: 3 clusters Score -1560504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1560506.125000 Penalty: 4745.804688
	Iteration 80F: 3 clusters Score -1560506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1560509.500000 Penalty: 4745.804688
	Iteration 81Q: 3 clusters Score -1560510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1560510.500000 Penalty: 4745.804688
	Iteration 82Q: 3 clusters Score -1560510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1560517.250000 Penalty: 4745.804688
	Iteration 83Q: 3 clusters Score -1560517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1560521.000000 Penalty: 4745.804688
	Iteration 84Q: 3 clusters Score -1560521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1560529.125000 Penalty: 4745.804688
	Iteration 85Q: 3 clusters Score -1560529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1560534.875000 Penalty: 4745.804688
	Iteration 86Q: 3 clusters Score -1560535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1560542.000000 Penalty: 4745.804688
	Iteration 87Q: 3 clusters Score -1560542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1560548.125000 Penalty: 4745.804688
	Iteration 88Q: 3 clusters Score -1560548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1560557.750000 Penalty: 4745.804688
	Iteration 89Q: 3 clusters Score -1560558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1560564.750000 Penalty: 4745.804688
	Iteration 90Q: 3 clusters Score -1560565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1560571.500000 Penalty: 4745.804688
	Iteration 91Q: 3 clusters Score -1560572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1560573.875000 Penalty: 4745.804688
	Iteration 92Q: 3 clusters Score -1560574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1560583.375000 Penalty: 4745.804688
	Iteration 93Q: 3 clusters Score -1560583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1560594.875000 Penalty: 4745.804688
	Iteration 94Q: 3 clusters Score -1560595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1560605.625000 Penalty: 4745.804688
	Iteration 95Q: 3 clusters Score -1560606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1560608.375000 Penalty: 4745.804688
	Iteration 96Q: 3 clusters Score -1560608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1560622.375000 Penalty: 4745.804688
	Iteration 97Q: 3 clusters Score -1560622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1560630.750000 Penalty: 4745.804688
	Iteration 98Q: 3 clusters Score -1560631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1560641.750000 Penalty: 4745.804688
	Iteration 99Q: 3 clusters Score -1560642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1560653.625000 Penalty: 4745.804688
	Iteration 100F: 3 clusters Score -1560654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1560662.250000 Penalty: 4745.804688
	Iteration 101Q: 3 clusters Score -1560662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1560675.625000 Penalty: 4745.804688
	Iteration 102Q: 3 clusters Score -1560676 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1560697.375000 Penalty: 4745.804688
	Iteration 103Q: 3 clusters Score -1560697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1560704.875000 Penalty: 4745.804688
	Iteration 104Q: 3 clusters Score -1560705 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1560717.625000 Penalty: 4745.804688
	Iteration 105Q: 3 clusters Score -1560718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1560733.125000 Penalty: 4745.804688
	Iteration 106Q: 3 clusters Score -1560733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1560739.375000 Penalty: 4745.804688
	Iteration 107Q: 3 clusters Score -1560739 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1560753.125000 Penalty: 4745.804688
	Iteration 108Q: 3 clusters Score -1560753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1560767.000000 Penalty: 4745.804688
	Iteration 109Q: 3 clusters Score -1560767 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1560777.875000 Penalty: 4745.804688
	Iteration 110Q: 3 clusters Score -1560778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1560796.625000 Penalty: 4745.804688
	Iteration 111Q: 3 clusters Score -1560797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1560811.250000 Penalty: 4745.804688
	Iteration 112Q: 3 clusters Score -1560811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1560826.875000 Penalty: 4745.804688
	Iteration 113Q: 3 clusters Score -1560827 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1560841.750000 Penalty: 4745.804688
	Iteration 114Q: 3 clusters Score -1560842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1560861.500000 Penalty: 4745.804688
	Iteration 115Q: 3 clusters Score -1560862 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1560890.250000 Penalty: 4745.804688
	Iteration 116Q: 3 clusters Score -1560890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1560919.625000 Penalty: 4745.804688
	Iteration 117Q: 3 clusters Score -1560920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1560957.000000 Penalty: 4745.804688
	Iteration 118Q: 3 clusters Score -1560957 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1560988.125000 Penalty: 4745.804688
	Iteration 119Q: 3 clusters Score -1560988 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1561026.000000 Penalty: 4745.804688
	Iteration 120F: 3 clusters Score -1561026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1561056.375000 Penalty: 4745.804688
	Iteration 121Q: 3 clusters Score -1561056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1561068.875000 Penalty: 4745.804688
	Iteration 122Q: 3 clusters Score -1561069 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1561081.375000 Penalty: 4745.804688
	Iteration 123Q: 3 clusters Score -1561081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1561090.000000 Penalty: 4745.804688
	Iteration 124Q: 3 clusters Score -1561090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1561100.875000 Penalty: 4745.804688
	Iteration 125Q: 3 clusters Score -1561101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1561118.125000 Penalty: 4745.804688
	Iteration 126Q: 3 clusters Score -1561118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1561126.625000 Penalty: 4745.804688
	Iteration 127Q: 3 clusters Score -1561127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1561136.000000 Penalty: 4745.804688
	Iteration 128Q: 3 clusters Score -1561136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1561142.125000 Penalty: 4745.804688
	Iteration 129Q: 3 clusters Score -1561142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1561148.625000 Penalty: 4745.804688
	Iteration 130Q: 3 clusters Score -1561149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1561152.500000 Penalty: 4745.804688
	Iteration 131Q: 3 clusters Score -1561152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1561151.250000 Penalty: 4745.804688
	Iteration 132Q: 3 clusters Score -1561151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1561150.375000 Penalty: 4745.804688
	Iteration 133Q: 3 clusters Score -1561150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1561152.375000 Penalty: 4745.804688
	Iteration 134Q: 3 clusters Score -1561152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1561154.125000 Penalty: 4745.804688
	Iteration 135Q: 3 clusters Score -1561154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1561157.250000 Penalty: 4745.804688
	Iteration 136Q: 3 clusters Score -1561157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1561158.625000 Penalty: 4745.804688
	Iteration 137Q: 3 clusters Score -1561159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1561159.375000 Penalty: 4745.804688
	Iteration 138Q: 3 clusters Score -1561159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1561161.000000 Penalty: 4745.804688
	Iteration 139Q: 3 clusters Score -1561161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1561161.750000 Penalty: 4745.804688
	Iteration 140F: 3 clusters Score -1561162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1561163.750000 Penalty: 4745.804688
	Iteration 141Q: 3 clusters Score -1561164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1561166.625000 Penalty: 4745.804688
	Iteration 142Q: 3 clusters Score -1561167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1561169.875000 Penalty: 4745.804688
	Iteration 143Q: 3 clusters Score -1561170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1561173.000000 Penalty: 4745.804688
	Iteration 144Q: 3 clusters Score -1561173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1561173.000000 Penalty: 4745.804688
	Iteration 145Q: 3 clusters Score -1561173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1561170.750000 Penalty: 4745.804688
	Iteration 146Q: 3 clusters Score -1561171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1561179.375000 Penalty: 4745.804688
	Iteration 147Q: 3 clusters Score -1561179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1561180.500000 Penalty: 4745.804688
	Iteration 148Q: 3 clusters Score -1561180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1561181.875000 Penalty: 4745.804688
	Iteration 149Q: 3 clusters Score -1561182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1561184.875000 Penalty: 4745.804688
	Iteration 150Q: 3 clusters Score -1561185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1561187.250000 Penalty: 4745.804688
	Iteration 151Q: 3 clusters Score -1561187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1561192.875000 Penalty: 4745.804688
	Iteration 152Q: 3 clusters Score -1561193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1561197.125000 Penalty: 4745.804688
	Iteration 153Q: 3 clusters Score -1561197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1561204.000000 Penalty: 4745.804688
	Iteration 154Q: 3 clusters Score -1561204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1561204.625000 Penalty: 4745.804688
	Iteration 155Q: 3 clusters Score -1561205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1561203.875000 Penalty: 4745.804688
	Iteration 156Q: 3 clusters Score -1561204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1561205.875000 Penalty: 4745.804688
	Iteration 157Q: 3 clusters Score -1561206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1561206.625000 Penalty: 4745.804688
	Iteration 158Q: 3 clusters Score -1561207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1561208.500000 Penalty: 4745.804688
	Iteration 159Q: 3 clusters Score -1561208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1561210.375000 Penalty: 4745.804688
	Iteration 160F: 3 clusters Score -1561210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1561214.375000 Penalty: 4745.804688
	Iteration 161Q: 3 clusters Score -1561214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1561214.750000 Penalty: 4745.804688
	Iteration 162Q: 3 clusters Score -1561215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1561214.875000 Penalty: 4745.804688
	Iteration 163Q: 3 clusters Score -1561215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1561216.500000 Penalty: 4745.804688
	Iteration 164Q: 3 clusters Score -1561216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1561216.000000 Penalty: 4745.804688
	Iteration 165Q: 3 clusters Score -1561216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1561215.750000 Penalty: 4745.804688
	Iteration 166Q: 3 clusters Score -1561216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1561218.125000 Penalty: 4745.804688
	Iteration 167Q: 3 clusters Score -1561218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1561219.375000 Penalty: 4745.804688
	Iteration 168Q: 3 clusters Score -1561219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1561219.375000 Penalty: 4745.804688
	Iteration 169F: 3 clusters Score -1561219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Entering Unmasked Estep 
Score: -874230.625000 Penalty: 2210.025879
	Iteration 0F: 2 clusters Score -874230.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -868197.687500 Penalty: 4420.051758
	Iteration 0F: 3 clusters Score -868197.7 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -869821.437500 Penalty: 4420.051758
	Iteration 1F: 3 clusters Score -869821.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -870091.437500 Penalty: 4420.051758
	Iteration 2F: 3 clusters Score -870091.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -870284.250000 Penalty: 4420.051758
	Iteration 3F: 3 clusters Score -870284.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -870447.750000 Penalty: 4420.051758
	Iteration 4Q: 3 clusters Score -870447.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -870564.125000 Penalty: 4420.051758
	Iteration 5Q: 3 clusters Score -870564.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -870672.312500 Penalty: 4420.051758
	Iteration 6Q: 3 clusters Score -870672.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -870767.062500 Penalty: 4420.051758
	Iteration 7Q: 3 clusters Score -870767.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -870839.562500 Penalty: 4420.051758
	Iteration 8Q: 3 clusters Score -870839.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -870911.562500 Penalty: 4420.051758
	Iteration 9Q: 3 clusters Score -870911.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -870988.562500 Penalty: 4420.051758
	Iteration 10Q: 3 clusters Score -870988.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -871071.937500 Penalty: 4420.051758
	Iteration 11Q: 3 clusters Score -871071.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -871183.375000 Penalty: 4420.051758
	Iteration 12Q: 3 clusters Score -871183.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -871292.125000 Penalty: 4420.051758
	Iteration 13Q: 3 clusters Score -871292.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -871404.625000 Penalty: 4420.051758
	Iteration 14Q: 3 clusters Score -871404.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -871515.250000 Penalty: 4420.051758
	Iteration 15Q: 3 clusters Score -871515.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -871611.062500 Penalty: 4420.051758
	Iteration 16Q: 3 clusters Score -871611.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -871711.375000 Penalty: 4420.051758
	Iteration 17Q: 3 clusters Score -871711.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -871795.312500 Penalty: 4420.051758
	Iteration 18Q: 3 clusters Score -871795.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -871885.812500 Penalty: 4420.051758
	Iteration 19Q: 3 clusters Score -871885.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -871957.937500 Penalty: 4420.051758
	Iteration 20F: 3 clusters Score -871957.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -872017.187500 Penalty: 4420.051758
	Iteration 21Q: 3 clusters Score -872017.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -872060.937500 Penalty: 4420.051758
	Iteration 22Q: 3 clusters Score -872060.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -872102.312500 Penalty: 4420.051758
	Iteration 23Q: 3 clusters Score -872102.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -872139.375000 Penalty: 4420.051758
	Iteration 24Q: 3 clusters Score -872139.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -872180.937500 Penalty: 4420.051758
	Iteration 25Q: 3 clusters Score -872180.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -872213.562500 Penalty: 4420.051758
	Iteration 26Q: 3 clusters Score -872213.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -872236.000000 Penalty: 4420.051758
	Iteration 27Q: 3 clusters Score -872236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -872257.000000 Penalty: 4420.051758
	Iteration 28Q: 3 clusters Score -872257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -872269.375000 Penalty: 4420.051758
	Iteration 29Q: 3 clusters Score -872269.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -872276.500000 Penalty: 4420.051758
	Iteration 30Q: 3 clusters Score -872276.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -872288.812500 Penalty: 4420.051758
	Iteration 31Q: 3 clusters Score -872288.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -872304.500000 Penalty: 4420.051758
	Iteration 32Q: 3 clusters Score -872304.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -872319.750000 Penalty: 4420.051758
	Iteration 33Q: 3 clusters Score -872319.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -872333.750000 Penalty: 4420.051758
	Iteration 34Q: 3 clusters Score -872333.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -872346.812500 Penalty: 4420.051758
	Iteration 35Q: 3 clusters Score -872346.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -872364.500000 Penalty: 4420.051758
	Iteration 36Q: 3 clusters Score -872364.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -872383.937500 Penalty: 4420.051758
	Iteration 37Q: 3 clusters Score -872383.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -872418.187500 Penalty: 4420.051758
	Iteration 38Q: 3 clusters Score -872418.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -872439.437500 Penalty: 4420.051758
	Iteration 39Q: 3 clusters Score -872439.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -872464.687500 Penalty: 4420.051758
	Iteration 40F: 3 clusters Score -872464.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -872489.625000 Penalty: 4420.051758
	Iteration 41Q: 3 clusters Score -872489.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -872510.625000 Penalty: 4420.051758
	Iteration 42Q: 3 clusters Score -872510.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -872528.000000 Penalty: 4420.051758
	Iteration 43Q: 3 clusters Score -872528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -872540.187500 Penalty: 4420.051758
	Iteration 44Q: 3 clusters Score -872540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -872546.625000 Penalty: 4420.051758
	Iteration 45Q: 3 clusters Score -872546.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -872550.500000 Penalty: 4420.051758
	Iteration 46Q: 3 clusters Score -872550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -872557.250000 Penalty: 4420.051758
	Iteration 47Q: 3 clusters Score -872557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -872562.312500 Penalty: 4420.051758
	Iteration 48Q: 3 clusters Score -872562.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -872570.375000 Penalty: 4420.051758
	Iteration 49Q: 3 clusters Score -872570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -872577.250000 Penalty: 4420.051758
	Iteration 50Q: 3 clusters Score -872577.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -872581.687500 Penalty: 4420.051758
	Iteration 51Q: 3 clusters Score -872581.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -872588.625000 Penalty: 4420.051758
	Iteration 52Q: 3 clusters Score -872588.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -872593.187500 Penalty: 4420.051758
	Iteration 53Q: 3 clusters Score -872593.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -872595.125000 Penalty: 4420.051758
	Iteration 54Q: 3 clusters Score -872595.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -872598.250000 Penalty: 4420.051758
	Iteration 55Q: 3 clusters Score -872598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -872601.000000 Penalty: 4420.051758
	Iteration 56Q: 3 clusters Score -872601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -872603.750000 Penalty: 4420.051758
	Iteration 57Q: 3 clusters Score -872603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -872606.812500 Penalty: 4420.051758
	Iteration 58Q: 3 clusters Score -872606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -872607.250000 Penalty: 4420.051758
	Iteration 59Q: 3 clusters Score -872607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -872607.250000 Penalty: 4420.051758
	Iteration 60F: 3 clusters Score -872607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Entering Unmasked Estep 
Score: -993068.500000 Penalty: 2290.771729
	Iteration 0F: 2 clusters Score -993068.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -985314.375000 Penalty: 4581.543457
	Iteration 0F: 3 clusters Score -985314.4 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -987744.250000 Penalty: 4581.543457
	Iteration 1F: 3 clusters Score -987744.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -988261.875000 Penalty: 4581.543457
	Iteration 2F: 3 clusters Score -988261.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -988691.687500 Penalty: 4581.543457
	Iteration 3F: 3 clusters Score -988691.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -989056.812500 Penalty: 4581.543457
	Iteration 4F: 3 clusters Score -989056.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -989390.000000 Penalty: 4581.543457
	Iteration 5F: 3 clusters Score -989390 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -989679.500000 Penalty: 4581.543457
	Iteration 6Q: 3 clusters Score -989679.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -989927.562500 Penalty: 4581.543457
	Iteration 7Q: 3 clusters Score -989927.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -990130.312500 Penalty: 4581.543457
	Iteration 8Q: 3 clusters Score -990130.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -990274.875000 Penalty: 4581.543457
	Iteration 9Q: 3 clusters Score -990274.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -990385.187500 Penalty: 4581.543457
	Iteration 10Q: 3 clusters Score -990385.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -990469.750000 Penalty: 4581.543457
	Iteration 11Q: 3 clusters Score -990469.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -990536.125000 Penalty: 4581.543457
	Iteration 12Q: 3 clusters Score -990536.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -990585.125000 Penalty: 4581.543457
	Iteration 13Q: 3 clusters Score -990585.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -990622.875000 Penalty: 4581.543457
	Iteration 14Q: 3 clusters Score -990622.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -990656.062500 Penalty: 4581.543457
	Iteration 15Q: 3 clusters Score -990656.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -990693.250000 Penalty: 4581.543457
	Iteration 16Q: 3 clusters Score -990693.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -990715.625000 Penalty: 4581.543457
	Iteration 17Q: 3 clusters Score -990715.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -990730.750000 Penalty: 4581.543457
	Iteration 18Q: 3 clusters Score -990730.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -990739.187500 Penalty: 4581.543457
	Iteration 19Q: 3 clusters Score -990739.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -990749.812500 Penalty: 4581.543457
	Iteration 20F: 3 clusters Score -990749.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -990753.437500 Penalty: 4581.543457
	Iteration 21Q: 3 clusters Score -990753.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -990758.000000 Penalty: 4581.543457
	Iteration 22Q: 3 clusters Score -990758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -990765.687500 Penalty: 4581.543457
	Iteration 23Q: 3 clusters Score -990765.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -990771.062500 Penalty: 4581.543457
	Iteration 24Q: 3 clusters Score -990771.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -990778.937500 Penalty: 4581.543457
	Iteration 25Q: 3 clusters Score -990778.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -990785.375000 Penalty: 4581.543457
	Iteration 26Q: 3 clusters Score -990785.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -990792.187500 Penalty: 4581.543457
	Iteration 27Q: 3 clusters Score -990792.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -990797.187500 Penalty: 4581.543457
	Iteration 28Q: 3 clusters Score -990797.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -990799.187500 Penalty: 4581.543457
	Iteration 29Q: 3 clusters Score -990799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -990798.187500 Penalty: 4581.543457
	Iteration 30Q: 3 clusters Score -990798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -990798.000000 Penalty: 4581.543457
	Iteration 31Q: 3 clusters Score -990798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -990799.937500 Penalty: 4581.543457
	Iteration 32Q: 3 clusters Score -990799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -990802.812500 Penalty: 4581.543457
	Iteration 33Q: 3 clusters Score -990802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -990804.437500 Penalty: 4581.543457
	Iteration 34Q: 3 clusters Score -990804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -990802.187500 Penalty: 4581.543457
	Iteration 35Q: 3 clusters Score -990802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -990805.312500 Penalty: 4581.543457
	Iteration 36Q: 3 clusters Score -990805.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -990807.812500 Penalty: 4581.543457
	Iteration 37Q: 3 clusters Score -990807.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -990808.000000 Penalty: 4581.543457
	Iteration 38Q: 3 clusters Score -990808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -990808.250000 Penalty: 4581.543457
	Iteration 39Q: 3 clusters Score -990808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -990807.312500 Penalty: 4581.543457
	Iteration 40F: 3 clusters Score -990807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -990808.875000 Penalty: 4581.543457
	Iteration 41Q: 3 clusters Score -990808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -990811.875000 Penalty: 4581.543457
	Iteration 42Q: 3 clusters Score -990811.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -990809.812500 Penalty: 4581.543457
	Iteration 43Q: 3 clusters Score -990809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -990812.937500 Penalty: 4581.543457
	Iteration 44Q: 3 clusters Score -990812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -990814.687500 Penalty: 4581.543457
	Iteration 45Q: 3 clusters Score -990814.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -990818.187500 Penalty: 4581.543457
	Iteration 46Q: 3 clusters Score -990818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -990820.562500 Penalty: 4581.543457
	Iteration 47Q: 3 clusters Score -990820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -990820.687500 Penalty: 4581.543457
	Iteration 48Q: 3 clusters Score -990820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -990818.625000 Penalty: 4581.543457
	Iteration 49Q: 3 clusters Score -990818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -990818.937500 Penalty: 4581.543457
	Iteration 50Q: 3 clusters Score -990818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -990818.875000 Penalty: 4581.543457
	Iteration 51Q: 3 clusters Score -990818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -990818.875000 Penalty: 4581.543457
	Iteration 52Q: 3 clusters Score -990818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -990820.312500 Penalty: 4581.543457
	Iteration 53Q: 3 clusters Score -990820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -990820.062500 Penalty: 4581.543457
	Iteration 54Q: 3 clusters Score -990820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -990821.437500 Penalty: 4581.543457
	Iteration 55Q: 3 clusters Score -990821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -990820.875000 Penalty: 4581.543457
	Iteration 56Q: 3 clusters Score -990820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -990823.125000 Penalty: 4581.543457
	Iteration 57Q: 3 clusters Score -990823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -990821.750000 Penalty: 4581.543457
	Iteration 58Q: 3 clusters Score -990821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -990820.625000 Penalty: 4581.543457
	Iteration 59Q: 3 clusters Score -990820.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -990820.000000 Penalty: 4581.543457
	Iteration 60F: 3 clusters Score -990820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -990821.875000 Penalty: 4581.543457
	Iteration 61Q: 3 clusters Score -990821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -990819.750000 Penalty: 4581.543457
	Iteration 62Q: 3 clusters Score -990819.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -990818.625000 Penalty: 4581.543457
	Iteration 63Q: 3 clusters Score -990818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -990819.875000 Penalty: 4581.543457
	Iteration 64Q: 3 clusters Score -990819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -990819.625000 Penalty: 4581.543457
	Iteration 65Q: 3 clusters Score -990819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -990819.187500 Penalty: 4581.543457
	Iteration 66Q: 3 clusters Score -990819.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -990819.062500 Penalty: 4581.543457
	Iteration 67Q: 3 clusters Score -990819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -990819.062500 Penalty: 4581.543457
	Iteration 68F: 3 clusters Score -990819.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Entering Unmasked Estep 
Score: -1148618.500000 Penalty: 2300.618896
	Iteration 0F: 2 clusters Score -1148618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1140541.000000 Penalty: 4601.237793
	Iteration 0F: 3 clusters Score -1140541 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1143038.750000 Penalty: 4601.237793
	Iteration 1F: 3 clusters Score -1143039 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1143568.625000 Penalty: 4601.237793
	Iteration 2F: 3 clusters Score -1143569 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1144097.625000 Penalty: 4601.237793
	Iteration 3F: 3 clusters Score -1144098 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1144694.000000 Penalty: 4601.237793
	Iteration 4F: 3 clusters Score -1144694 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1145211.625000 Penalty: 4601.237793
	Iteration 5F: 3 clusters Score -1145212 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1145596.000000 Penalty: 4601.237793
	Iteration 6F: 3 clusters Score -1145596 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1145893.500000 Penalty: 4601.237793
	Iteration 7Q: 3 clusters Score -1145894 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1146110.875000 Penalty: 4601.237793
	Iteration 8Q: 3 clusters Score -1146111 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1146282.875000 Penalty: 4601.237793
	Iteration 9Q: 3 clusters Score -1146283 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1146423.125000 Penalty: 4601.237793
	Iteration 10Q: 3 clusters Score -1146423 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1146534.750000 Penalty: 4601.237793
	Iteration 11Q: 3 clusters Score -1146535 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1146621.750000 Penalty: 4601.237793
	Iteration 12Q: 3 clusters Score -1146622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1146683.875000 Penalty: 4601.237793
	Iteration 13Q: 3 clusters Score -1146684 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1146729.250000 Penalty: 4601.237793
	Iteration 14Q: 3 clusters Score -1146729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1146773.250000 Penalty: 4601.237793
	Iteration 15Q: 3 clusters Score -1146773 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1146808.125000 Penalty: 4601.237793
	Iteration 16Q: 3 clusters Score -1146808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1146835.375000 Penalty: 4601.237793
	Iteration 17Q: 3 clusters Score -1146835 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1146864.250000 Penalty: 4601.237793
	Iteration 18Q: 3 clusters Score -1146864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1146887.750000 Penalty: 4601.237793
	Iteration 19Q: 3 clusters Score -1146888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1146902.250000 Penalty: 4601.237793
	Iteration 20F: 3 clusters Score -1146902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1146916.250000 Penalty: 4601.237793
	Iteration 21Q: 3 clusters Score -1146916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1146931.750000 Penalty: 4601.237793
	Iteration 22Q: 3 clusters Score -1146932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1146952.375000 Penalty: 4601.237793
	Iteration 23Q: 3 clusters Score -1146952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1146969.250000 Penalty: 4601.237793
	Iteration 24Q: 3 clusters Score -1146969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1146988.250000 Penalty: 4601.237793
	Iteration 25Q: 3 clusters Score -1146988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1147005.375000 Penalty: 4601.237793
	Iteration 26Q: 3 clusters Score -1147005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1147017.375000 Penalty: 4601.237793
	Iteration 27Q: 3 clusters Score -1147017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1147025.375000 Penalty: 4601.237793
	Iteration 28Q: 3 clusters Score -1147025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1147029.000000 Penalty: 4601.237793
	Iteration 29Q: 3 clusters Score -1147029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1147041.125000 Penalty: 4601.237793
	Iteration 30Q: 3 clusters Score -1147041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1147048.250000 Penalty: 4601.237793
	Iteration 31Q: 3 clusters Score -1147048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1147054.375000 Penalty: 4601.237793
	Iteration 32Q: 3 clusters Score -1147054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1147065.750000 Penalty: 4601.237793
	Iteration 33Q: 3 clusters Score -1147066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1147069.625000 Penalty: 4601.237793
	Iteration 34Q: 3 clusters Score -1147070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1147070.625000 Penalty: 4601.237793
	Iteration 35Q: 3 clusters Score -1147071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1147076.500000 Penalty: 4601.237793
	Iteration 36Q: 3 clusters Score -1147076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1147077.000000 Penalty: 4601.237793
	Iteration 37Q: 3 clusters Score -1147077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1147081.375000 Penalty: 4601.237793
	Iteration 38Q: 3 clusters Score -1147081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1147084.125000 Penalty: 4601.237793
	Iteration 39Q: 3 clusters Score -1147084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1147086.875000 Penalty: 4601.237793
	Iteration 40F: 3 clusters Score -1147087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1147091.250000 Penalty: 4601.237793
	Iteration 41Q: 3 clusters Score -1147091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1147093.000000 Penalty: 4601.237793
	Iteration 42Q: 3 clusters Score -1147093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1147099.625000 Penalty: 4601.237793
	Iteration 43Q: 3 clusters Score -1147100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1147104.375000 Penalty: 4601.237793
	Iteration 44Q: 3 clusters Score -1147104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1147109.000000 Penalty: 4601.237793
	Iteration 45Q: 3 clusters Score -1147109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1147109.625000 Penalty: 4601.237793
	Iteration 46Q: 3 clusters Score -1147110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1147113.875000 Penalty: 4601.237793
	Iteration 47Q: 3 clusters Score -1147114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1147113.500000 Penalty: 4601.237793
	Iteration 48Q: 3 clusters Score -1147114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1147117.250000 Penalty: 4601.237793
	Iteration 49Q: 3 clusters Score -1147117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1147115.375000 Penalty: 4601.237793
	Iteration 50Q: 3 clusters Score -1147115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1147117.000000 Penalty: 4601.237793
	Iteration 51Q: 3 clusters Score -1147117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1147116.750000 Penalty: 4601.237793
	Iteration 52Q: 3 clusters Score -1147117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1147118.000000 Penalty: 4601.237793
	Iteration 53Q: 3 clusters Score -1147118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1147121.000000 Penalty: 4601.237793
	Iteration 54Q: 3 clusters Score -1147121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1147123.125000 Penalty: 4601.237793
	Iteration 55Q: 3 clusters Score -1147123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1147122.625000 Penalty: 4601.237793
	Iteration 56Q: 3 clusters Score -1147123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1147121.750000 Penalty: 4601.237793
	Iteration 57Q: 3 clusters Score -1147122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1147121.750000 Penalty: 4601.237793
	Iteration 58F: 3 clusters Score -1147122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Entering Unmasked Estep 
Score: -2316937.750000 Penalty: 2447.357910
	Iteration 0F: 2 clusters Score -2316938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2303368.000000 Penalty: 4894.715820
	Iteration 0F: 3 clusters Score -2303368 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2307905.500000 Penalty: 4894.715820
	Iteration 1F: 3 clusters Score -2307906 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2308462.750000 Penalty: 4894.715820
	Iteration 2F: 3 clusters Score -2308463 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2309018.750000 Penalty: 4894.715820
	Iteration 3F: 3 clusters Score -2309019 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2309648.250000 Penalty: 4894.715820
	Iteration 4F: 3 clusters Score -2309648 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2310270.500000 Penalty: 4894.715820
	Iteration 5F: 3 clusters Score -2310270 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2310844.500000 Penalty: 4894.715820
	Iteration 6F: 3 clusters Score -2310844 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2311339.250000 Penalty: 4894.715820
	Iteration 7Q: 3 clusters Score -2311339 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2311729.000000 Penalty: 4894.715820
	Iteration 8Q: 3 clusters Score -2311729 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2311988.750000 Penalty: 4894.715820
	Iteration 9Q: 3 clusters Score -2311989 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2312159.750000 Penalty: 4894.715820
	Iteration 10Q: 3 clusters Score -2312160 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2312267.000000 Penalty: 4894.715820
	Iteration 11Q: 3 clusters Score -2312267 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2312352.500000 Penalty: 4894.715820
	Iteration 12Q: 3 clusters Score -2312352 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2312407.750000 Penalty: 4894.715820
	Iteration 13Q: 3 clusters Score -2312408 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2312463.250000 Penalty: 4894.715820
	Iteration 14Q: 3 clusters Score -2312463 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2312512.250000 Penalty: 4894.715820
	Iteration 15Q: 3 clusters Score -2312512 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2312571.750000 Penalty: 4894.715820
	Iteration 16Q: 3 clusters Score -2312572 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2312632.000000 Penalty: 4894.715820
	Iteration 17Q: 3 clusters Score -2312632 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2312693.750000 Penalty: 4894.715820
	Iteration 18Q: 3 clusters Score -2312694 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2312758.000000 Penalty: 4894.715820
	Iteration 19Q: 3 clusters Score -2312758 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2312822.750000 Penalty: 4894.715820
	Iteration 20F: 3 clusters Score -2312823 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -2312910.250000 Penalty: 4894.715820
	Iteration 21Q: 3 clusters Score -2312910 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2313016.750000 Penalty: 4894.715820
	Iteration 22Q: 3 clusters Score -2313017 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2313134.750000 Penalty: 4894.715820
	Iteration 23Q: 3 clusters Score -2313135 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2313258.000000 Penalty: 4894.715820
	Iteration 24Q: 3 clusters Score -2313258 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2313397.500000 Penalty: 4894.715820
	Iteration 25Q: 3 clusters Score -2313398 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2313584.500000 Penalty: 4894.715820
	Iteration 26Q: 3 clusters Score -2313584 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2313749.000000 Penalty: 4894.715820
	Iteration 27Q: 3 clusters Score -2313749 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2313906.250000 Penalty: 4894.715820
	Iteration 28Q: 3 clusters Score -2313906 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2314070.250000 Penalty: 4894.715820
	Iteration 29Q: 3 clusters Score -2314070 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2314216.750000 Penalty: 4894.715820
	Iteration 30Q: 3 clusters Score -2314217 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2314352.750000 Penalty: 4894.715820
	Iteration 31Q: 3 clusters Score -2314353 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2314447.250000 Penalty: 4894.715820
	Iteration 32Q: 3 clusters Score -2314447 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2314537.500000 Penalty: 4894.715820
	Iteration 33Q: 3 clusters Score -2314538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2314608.750000 Penalty: 4894.715820
	Iteration 34Q: 3 clusters Score -2314609 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2314657.750000 Penalty: 4894.715820
	Iteration 35Q: 3 clusters Score -2314658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2314687.250000 Penalty: 4894.715820
	Iteration 36Q: 3 clusters Score -2314687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2314709.000000 Penalty: 4894.715820
	Iteration 37Q: 3 clusters Score -2314709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2314730.000000 Penalty: 4894.715820
	Iteration 38Q: 3 clusters Score -2314730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2314741.250000 Penalty: 4894.715820
	Iteration 39Q: 3 clusters Score -2314741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2314752.000000 Penalty: 4894.715820
	Iteration 40F: 3 clusters Score -2314752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2314758.500000 Penalty: 4894.715820
	Iteration 41Q: 3 clusters Score -2314758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2314764.750000 Penalty: 4894.715820
	Iteration 42Q: 3 clusters Score -2314765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2314771.500000 Penalty: 4894.715820
	Iteration 43Q: 3 clusters Score -2314772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2314781.000000 Penalty: 4894.715820
	Iteration 44Q: 3 clusters Score -2314781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2314792.250000 Penalty: 4894.715820
	Iteration 45Q: 3 clusters Score -2314792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -2314799.500000 Penalty: 4894.715820
	Iteration 46Q: 3 clusters Score -2314800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2314801.750000 Penalty: 4894.715820
	Iteration 47Q: 3 clusters Score -2314802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2314808.000000 Penalty: 4894.715820
	Iteration 48Q: 3 clusters Score -2314808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2314809.500000 Penalty: 4894.715820
	Iteration 49Q: 3 clusters Score -2314810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2314813.000000 Penalty: 4894.715820
	Iteration 50Q: 3 clusters Score -2314813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2314816.000000 Penalty: 4894.715820
	Iteration 51Q: 3 clusters Score -2314816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2314816.000000 Penalty: 4894.715820
	Iteration 52Q: 3 clusters Score -2314816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2314813.250000 Penalty: 4894.715820
	Iteration 53Q: 3 clusters Score -2314813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2314816.750000 Penalty: 4894.715820
	Iteration 54Q: 3 clusters Score -2314817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2314818.000000 Penalty: 4894.715820
	Iteration 55Q: 3 clusters Score -2314818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2314818.000000 Penalty: 4894.715820
	Iteration 56F: 3 clusters Score -2314818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Entering Unmasked Estep 
Score: -1812235.625000 Penalty: 2384.455078
	Iteration 0F: 2 clusters Score -1812236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1801433.500000 Penalty: 4768.910156
	Iteration 0F: 3 clusters Score -1801434 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1804830.875000 Penalty: 4768.910156
	Iteration 1F: 3 clusters Score -1804831 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1805240.750000 Penalty: 4768.910156
	Iteration 2F: 3 clusters Score -1805241 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1805588.625000 Penalty: 4768.910156
	Iteration 3F: 3 clusters Score -1805589 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1805947.375000 Penalty: 4768.910156
	Iteration 4Q: 3 clusters Score -1805947 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1806459.500000 Penalty: 4768.910156
	Iteration 5Q: 3 clusters Score -1806460 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1807216.250000 Penalty: 4768.910156
	Iteration 6F: 3 clusters Score -1807216 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1808062.750000 Penalty: 4768.910156
	Iteration 7F: 3 clusters Score -1808063 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1808831.875000 Penalty: 4768.910156
	Iteration 8F: 3 clusters Score -1808832 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1809562.375000 Penalty: 4768.910156
	Iteration 9F: 3 clusters Score -1809562 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1810143.500000 Penalty: 4768.910156
	Iteration 10Q: 3 clusters Score -1810144 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1810570.000000 Penalty: 4768.910156
	Iteration 11Q: 3 clusters Score -1810570 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1810867.875000 Penalty: 4768.910156
	Iteration 12Q: 3 clusters Score -1810868 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1811072.375000 Penalty: 4768.910156
	Iteration 13Q: 3 clusters Score -1811072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1811212.250000 Penalty: 4768.910156
	Iteration 14Q: 3 clusters Score -1811212 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1811322.125000 Penalty: 4768.910156
	Iteration 15Q: 3 clusters Score -1811322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1811376.375000 Penalty: 4768.910156
	Iteration 16Q: 3 clusters Score -1811376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1811399.500000 Penalty: 4768.910156
	Iteration 17Q: 3 clusters Score -1811400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1811420.625000 Penalty: 4768.910156
	Iteration 18Q: 3 clusters Score -1811421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1811434.375000 Penalty: 4768.910156
	Iteration 19Q: 3 clusters Score -1811434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1811443.875000 Penalty: 4768.910156
	Iteration 20F: 3 clusters Score -1811444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1811454.375000 Penalty: 4768.910156
	Iteration 21Q: 3 clusters Score -1811454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1811458.125000 Penalty: 4768.910156
	Iteration 22Q: 3 clusters Score -1811458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1811461.000000 Penalty: 4768.910156
	Iteration 23Q: 3 clusters Score -1811461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1811462.875000 Penalty: 4768.910156
	Iteration 24Q: 3 clusters Score -1811463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1811465.625000 Penalty: 4768.910156
	Iteration 25Q: 3 clusters Score -1811466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1811468.500000 Penalty: 4768.910156
	Iteration 26Q: 3 clusters Score -1811468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1811468.250000 Penalty: 4768.910156
	Iteration 27Q: 3 clusters Score -1811468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1811468.250000 Penalty: 4768.910156
	Iteration 28F: 3 clusters Score -1811468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -300946.250000 Penalty: 1939.468994
	Iteration 0F: 2 clusters Score -300946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -298021.531250 Penalty: 3878.937988
	Iteration 0F: 3 clusters Score -298021.5 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -298600.093750 Penalty: 3878.937988
	Iteration 1F: 3 clusters Score -298600.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -298739.781250 Penalty: 3878.937988
	Iteration 2F: 3 clusters Score -298739.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -298810.406250 Penalty: 3878.937988
	Iteration 3Q: 3 clusters Score -298810.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -298843.687500 Penalty: 3878.937988
	Iteration 4Q: 3 clusters Score -298843.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -298882.593750 Penalty: 3878.937988
	Iteration 5Q: 3 clusters Score -298882.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -298917.687500 Penalty: 3878.937988
	Iteration 6Q: 3 clusters Score -298917.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -298946.343750 Penalty: 3878.937988
	Iteration 7Q: 3 clusters Score -298946.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -298970.218750 Penalty: 3878.937988
	Iteration 8Q: 3 clusters Score -298970.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -298989.437500 Penalty: 3878.937988
	Iteration 9Q: 3 clusters Score -298989.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -299004.218750 Penalty: 3878.937988
	Iteration 10Q: 3 clusters Score -299004.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -299014.562500 Penalty: 3878.937988
	Iteration 11Q: 3 clusters Score -299014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -299022.281250 Penalty: 3878.937988
	Iteration 12Q: 3 clusters Score -299022.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -299028.468750 Penalty: 3878.937988
	Iteration 13Q: 3 clusters Score -299028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -299031.125000 Penalty: 3878.937988
	Iteration 14Q: 3 clusters Score -299031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -299035.718750 Penalty: 3878.937988
	Iteration 15Q: 3 clusters Score -299035.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -299038.531250 Penalty: 3878.937988
	Iteration 16Q: 3 clusters Score -299038.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -299041.343750 Penalty: 3878.937988
	Iteration 17Q: 3 clusters Score -299041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -299042.718750 Penalty: 3878.937988
	Iteration 18Q: 3 clusters Score -299042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -299043.843750 Penalty: 3878.937988
	Iteration 19Q: 3 clusters Score -299043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -299045.312500 Penalty: 3878.937988
	Iteration 20F: 3 clusters Score -299045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -299045.687500 Penalty: 3878.937988
	Iteration 21Q: 3 clusters Score -299045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -299045.687500 Penalty: 3878.937988
	Iteration 22F: 3 clusters Score -299045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Entering Unmasked Estep 
Score: -1110037.500000 Penalty: 2318.328857
	Iteration 0F: 2 clusters Score -1110038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1101410.375000 Penalty: 4636.657715
	Iteration 0F: 3 clusters Score -1101410 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1104262.625000 Penalty: 4636.657715
	Iteration 1F: 3 clusters Score -1104263 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1104825.375000 Penalty: 4636.657715
	Iteration 2F: 3 clusters Score -1104825 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1105375.375000 Penalty: 4636.657715
	Iteration 3F: 3 clusters Score -1105375 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1105942.500000 Penalty: 4636.657715
	Iteration 4F: 3 clusters Score -1105942 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1106453.250000 Penalty: 4636.657715
	Iteration 5F: 3 clusters Score -1106453 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1106864.375000 Penalty: 4636.657715
	Iteration 6F: 3 clusters Score -1106864 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1107170.875000 Penalty: 4636.657715
	Iteration 7Q: 3 clusters Score -1107171 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1107379.125000 Penalty: 4636.657715
	Iteration 8Q: 3 clusters Score -1107379 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1107526.125000 Penalty: 4636.657715
	Iteration 9Q: 3 clusters Score -1107526 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1107639.500000 Penalty: 4636.657715
	Iteration 10Q: 3 clusters Score -1107640 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1107732.375000 Penalty: 4636.657715
	Iteration 11Q: 3 clusters Score -1107732 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1107811.750000 Penalty: 4636.657715
	Iteration 12Q: 3 clusters Score -1107812 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1107869.125000 Penalty: 4636.657715
	Iteration 13Q: 3 clusters Score -1107869 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1107910.500000 Penalty: 4636.657715
	Iteration 14Q: 3 clusters Score -1107910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1107944.875000 Penalty: 4636.657715
	Iteration 15Q: 3 clusters Score -1107945 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1107984.125000 Penalty: 4636.657715
	Iteration 16Q: 3 clusters Score -1107984 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1108011.250000 Penalty: 4636.657715
	Iteration 17Q: 3 clusters Score -1108011 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1108043.625000 Penalty: 4636.657715
	Iteration 18Q: 3 clusters Score -1108044 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1108072.000000 Penalty: 4636.657715
	Iteration 19Q: 3 clusters Score -1108072 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1108100.125000 Penalty: 4636.657715
	Iteration 20F: 3 clusters Score -1108100 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1108136.500000 Penalty: 4636.657715
	Iteration 21Q: 3 clusters Score -1108136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1108171.375000 Penalty: 4636.657715
	Iteration 22Q: 3 clusters Score -1108171 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1108215.000000 Penalty: 4636.657715
	Iteration 23Q: 3 clusters Score -1108215 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1108262.875000 Penalty: 4636.657715
	Iteration 24Q: 3 clusters Score -1108263 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1108299.875000 Penalty: 4636.657715
	Iteration 25Q: 3 clusters Score -1108300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1108333.625000 Penalty: 4636.657715
	Iteration 26Q: 3 clusters Score -1108334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1108361.000000 Penalty: 4636.657715
	Iteration 27Q: 3 clusters Score -1108361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1108395.375000 Penalty: 4636.657715
	Iteration 28Q: 3 clusters Score -1108395 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1108421.125000 Penalty: 4636.657715
	Iteration 29Q: 3 clusters Score -1108421 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1108452.125000 Penalty: 4636.657715
	Iteration 30Q: 3 clusters Score -1108452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1108482.875000 Penalty: 4636.657715
	Iteration 31Q: 3 clusters Score -1108483 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1108516.625000 Penalty: 4636.657715
	Iteration 32Q: 3 clusters Score -1108517 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1108550.375000 Penalty: 4636.657715
	Iteration 33Q: 3 clusters Score -1108550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1108585.125000 Penalty: 4636.657715
	Iteration 34Q: 3 clusters Score -1108585 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1108622.875000 Penalty: 4636.657715
	Iteration 35Q: 3 clusters Score -1108623 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1108663.125000 Penalty: 4636.657715
	Iteration 36Q: 3 clusters Score -1108663 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1108697.000000 Penalty: 4636.657715
	Iteration 37Q: 3 clusters Score -1108697 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1108731.375000 Penalty: 4636.657715
	Iteration 38Q: 3 clusters Score -1108731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1108754.625000 Penalty: 4636.657715
	Iteration 39Q: 3 clusters Score -1108755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1108765.750000 Penalty: 4636.657715
	Iteration 40F: 3 clusters Score -1108766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1108776.500000 Penalty: 4636.657715
	Iteration 41Q: 3 clusters Score -1108776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1108790.125000 Penalty: 4636.657715
	Iteration 42Q: 3 clusters Score -1108790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1108793.375000 Penalty: 4636.657715
	Iteration 43Q: 3 clusters Score -1108793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1108800.500000 Penalty: 4636.657715
	Iteration 44Q: 3 clusters Score -1108800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1108800.000000 Penalty: 4636.657715
	Iteration 45Q: 3 clusters Score -1108800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1108805.375000 Penalty: 4636.657715
	Iteration 46Q: 3 clusters Score -1108805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1108811.000000 Penalty: 4636.657715
	Iteration 47Q: 3 clusters Score -1108811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1108814.875000 Penalty: 4636.657715
	Iteration 48Q: 3 clusters Score -1108815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1108814.625000 Penalty: 4636.657715
	Iteration 49Q: 3 clusters Score -1108815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1108817.750000 Penalty: 4636.657715
	Iteration 50Q: 3 clusters Score -1108818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1108821.500000 Penalty: 4636.657715
	Iteration 51Q: 3 clusters Score -1108822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1108825.250000 Penalty: 4636.657715
	Iteration 52Q: 3 clusters Score -1108825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1108825.500000 Penalty: 4636.657715
	Iteration 53Q: 3 clusters Score -1108826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1108831.125000 Penalty: 4636.657715
	Iteration 54Q: 3 clusters Score -1108831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1108838.125000 Penalty: 4636.657715
	Iteration 55Q: 3 clusters Score -1108838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1108844.375000 Penalty: 4636.657715
	Iteration 56Q: 3 clusters Score -1108844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1108848.875000 Penalty: 4636.657715
	Iteration 57Q: 3 clusters Score -1108849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1108854.500000 Penalty: 4636.657715
	Iteration 58Q: 3 clusters Score -1108854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1108856.750000 Penalty: 4636.657715
	Iteration 59Q: 3 clusters Score -1108857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1108860.000000 Penalty: 4636.657715
	Iteration 60F: 3 clusters Score -1108860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1108860.750000 Penalty: 4636.657715
	Iteration 61Q: 3 clusters Score -1108861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1108864.125000 Penalty: 4636.657715
	Iteration 62Q: 3 clusters Score -1108864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1108869.375000 Penalty: 4636.657715
	Iteration 63Q: 3 clusters Score -1108869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1108875.625000 Penalty: 4636.657715
	Iteration 64Q: 3 clusters Score -1108876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1108877.125000 Penalty: 4636.657715
	Iteration 65Q: 3 clusters Score -1108877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1108881.250000 Penalty: 4636.657715
	Iteration 66Q: 3 clusters Score -1108881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1108884.750000 Penalty: 4636.657715
	Iteration 67Q: 3 clusters Score -1108885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1108888.625000 Penalty: 4636.657715
	Iteration 68Q: 3 clusters Score -1108889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1108891.625000 Penalty: 4636.657715
	Iteration 69Q: 3 clusters Score -1108892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1108896.625000 Penalty: 4636.657715
	Iteration 70Q: 3 clusters Score -1108897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1108897.875000 Penalty: 4636.657715
	Iteration 71Q: 3 clusters Score -1108898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1108899.750000 Penalty: 4636.657715
	Iteration 72Q: 3 clusters Score -1108900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1108903.250000 Penalty: 4636.657715
	Iteration 73Q: 3 clusters Score -1108903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1108906.000000 Penalty: 4636.657715
	Iteration 74Q: 3 clusters Score -1108906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1108906.500000 Penalty: 4636.657715
	Iteration 75Q: 3 clusters Score -1108906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1108909.750000 Penalty: 4636.657715
	Iteration 76Q: 3 clusters Score -1108910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1108917.500000 Penalty: 4636.657715
	Iteration 77Q: 3 clusters Score -1108918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1108920.375000 Penalty: 4636.657715
	Iteration 78Q: 3 clusters Score -1108920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1108926.000000 Penalty: 4636.657715
	Iteration 79Q: 3 clusters Score -1108926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1108924.750000 Penalty: 4636.657715
	Iteration 80F: 3 clusters Score -1108925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1108924.000000 Penalty: 4636.657715
	Iteration 81Q: 3 clusters Score -1108924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1108928.375000 Penalty: 4636.657715
	Iteration 82Q: 3 clusters Score -1108928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1108929.375000 Penalty: 4636.657715
	Iteration 83Q: 3 clusters Score -1108929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1108931.750000 Penalty: 4636.657715
	Iteration 84Q: 3 clusters Score -1108932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1108934.000000 Penalty: 4636.657715
	Iteration 85Q: 3 clusters Score -1108934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1108933.375000 Penalty: 4636.657715
	Iteration 86Q: 3 clusters Score -1108933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1108936.000000 Penalty: 4636.657715
	Iteration 87Q: 3 clusters Score -1108936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1108939.625000 Penalty: 4636.657715
	Iteration 88Q: 3 clusters Score -1108940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1108938.875000 Penalty: 4636.657715
	Iteration 89Q: 3 clusters Score -1108939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1108937.750000 Penalty: 4636.657715
	Iteration 90Q: 3 clusters Score -1108938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1108938.000000 Penalty: 4636.657715
	Iteration 91Q: 3 clusters Score -1108938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1108937.500000 Penalty: 4636.657715
	Iteration 92Q: 3 clusters Score -1108938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1108940.500000 Penalty: 4636.657715
	Iteration 93Q: 3 clusters Score -1108940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1108938.625000 Penalty: 4636.657715
	Iteration 94Q: 3 clusters Score -1108939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1108937.625000 Penalty: 4636.657715
	Iteration 95Q: 3 clusters Score -1108938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1108937.625000 Penalty: 4636.657715
	Iteration 96F: 3 clusters Score -1108938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -65039.664062 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -65039.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63159.296875 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -63159.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -63427.253906 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -63427.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -63502.500000 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -63502.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -63546.136719 Penalty: 3373.436279
	Iteration 3Q: 3 clusters Score -63546.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -63578.960938 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -63578.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -63596.136719 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -63596.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63605.113281 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -63605.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -63610.777344 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -63610.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -63618.425781 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -63618.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63625.648438 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -63625.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63634.562500 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -63634.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63644.097656 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -63644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -63649.265625 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -63649.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63650.523438 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -63650.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63651.613281 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -63651.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63651.613281 Penalty: 3373.436279
	Iteration 15F: 3 clusters Score -63651.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -394573.000000 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -394573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -391111.187500 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -391111.2 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -391837.687500 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -391837.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -392032.343750 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -392032.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -392160.406250 Penalty: 4015.114502
	Iteration 3Q: 3 clusters Score -392160.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -392258.531250 Penalty: 4015.114502
	Iteration 4Q: 3 clusters Score -392258.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -392337.968750 Penalty: 4015.114502
	Iteration 5Q: 3 clusters Score -392338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -392389.000000 Penalty: 4015.114502
	Iteration 6Q: 3 clusters Score -392389 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -392430.156250 Penalty: 4015.114502
	Iteration 7Q: 3 clusters Score -392430.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -392465.875000 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -392465.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -392503.156250 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -392503.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -392538.062500 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -392538.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -392562.093750 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -392562.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -392579.281250 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -392579.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -392591.281250 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -392591.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -392602.343750 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -392602.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -392610.968750 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -392611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -392618.906250 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -392618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -392622.656250 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -392622.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -392626.906250 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -392626.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -392630.375000 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -392630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -392637.187500 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -392637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -392641.093750 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -392641.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -392647.437500 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -392647.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -392655.281250 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -392655.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -392660.000000 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -392660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -392662.375000 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -392662.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -392663.968750 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -392664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -392668.125000 Penalty: 4015.114502
	Iteration 27Q: 3 clusters Score -392668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -392669.875000 Penalty: 4015.114502
	Iteration 28Q: 3 clusters Score -392669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -392671.312500 Penalty: 4015.114502
	Iteration 29Q: 3 clusters Score -392671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -392673.125000 Penalty: 4015.114502
	Iteration 30Q: 3 clusters Score -392673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -392677.687500 Penalty: 4015.114502
	Iteration 31Q: 3 clusters Score -392677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -392679.656250 Penalty: 4015.114502
	Iteration 32Q: 3 clusters Score -392679.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -392684.562500 Penalty: 4015.114502
	Iteration 33Q: 3 clusters Score -392684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -392688.062500 Penalty: 4015.114502
	Iteration 34Q: 3 clusters Score -392688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -392691.468750 Penalty: 4015.114502
	Iteration 35Q: 3 clusters Score -392691.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -392695.500000 Penalty: 4015.114502
	Iteration 36Q: 3 clusters Score -392695.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -392702.875000 Penalty: 4015.114502
	Iteration 37Q: 3 clusters Score -392702.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -392710.500000 Penalty: 4015.114502
	Iteration 38Q: 3 clusters Score -392710.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -392717.343750 Penalty: 4015.114502
	Iteration 39Q: 3 clusters Score -392717.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -392723.375000 Penalty: 4015.114502
	Iteration 40F: 3 clusters Score -392723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -392729.781250 Penalty: 4015.114502
	Iteration 41Q: 3 clusters Score -392729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -392736.406250 Penalty: 4015.114502
	Iteration 42Q: 3 clusters Score -392736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -392740.906250 Penalty: 4015.114502
	Iteration 43Q: 3 clusters Score -392740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -392750.000000 Penalty: 4015.114502
	Iteration 44Q: 3 clusters Score -392750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -392757.406250 Penalty: 4015.114502
	Iteration 45Q: 3 clusters Score -392757.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -392766.781250 Penalty: 4015.114502
	Iteration 46Q: 3 clusters Score -392766.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -392776.156250 Penalty: 4015.114502
	Iteration 47Q: 3 clusters Score -392776.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -392785.812500 Penalty: 4015.114502
	Iteration 48Q: 3 clusters Score -392785.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -392796.781250 Penalty: 4015.114502
	Iteration 49Q: 3 clusters Score -392796.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -392805.781250 Penalty: 4015.114502
	Iteration 50Q: 3 clusters Score -392805.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -392810.031250 Penalty: 4015.114502
	Iteration 51Q: 3 clusters Score -392810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -392815.343750 Penalty: 4015.114502
	Iteration 52Q: 3 clusters Score -392815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -392820.187500 Penalty: 4015.114502
	Iteration 53Q: 3 clusters Score -392820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -392827.156250 Penalty: 4015.114502
	Iteration 54Q: 3 clusters Score -392827.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -392835.468750 Penalty: 4015.114502
	Iteration 55Q: 3 clusters Score -392835.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -392841.406250 Penalty: 4015.114502
	Iteration 56Q: 3 clusters Score -392841.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -392845.156250 Penalty: 4015.114502
	Iteration 57Q: 3 clusters Score -392845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -392848.218750 Penalty: 4015.114502
	Iteration 58Q: 3 clusters Score -392848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -392851.000000 Penalty: 4015.114502
	Iteration 59Q: 3 clusters Score -392851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -392856.937500 Penalty: 4015.114502
	Iteration 60F: 3 clusters Score -392856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -392858.218750 Penalty: 4015.114502
	Iteration 61Q: 3 clusters Score -392858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -392858.750000 Penalty: 4015.114502
	Iteration 62Q: 3 clusters Score -392858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -392860.218750 Penalty: 4015.114502
	Iteration 63Q: 3 clusters Score -392860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -392861.125000 Penalty: 4015.114502
	Iteration 64Q: 3 clusters Score -392861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -392862.875000 Penalty: 4015.114502
	Iteration 65Q: 3 clusters Score -392862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -392864.656250 Penalty: 4015.114502
	Iteration 66Q: 3 clusters Score -392864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -392866.531250 Penalty: 4015.114502
	Iteration 67Q: 3 clusters Score -392866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -392868.718750 Penalty: 4015.114502
	Iteration 68Q: 3 clusters Score -392868.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -392871.000000 Penalty: 4015.114502
	Iteration 69Q: 3 clusters Score -392871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -392872.750000 Penalty: 4015.114502
	Iteration 70Q: 3 clusters Score -392872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -392875.281250 Penalty: 4015.114502
	Iteration 71Q: 3 clusters Score -392875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -392876.968750 Penalty: 4015.114502
	Iteration 72Q: 3 clusters Score -392877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -392878.625000 Penalty: 4015.114502
	Iteration 73Q: 3 clusters Score -392878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -392879.000000 Penalty: 4015.114502
	Iteration 74Q: 3 clusters Score -392879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -392879.000000 Penalty: 4015.114502
	Iteration 75F: 3 clusters Score -392879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -1038672.187500 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -1038672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1031833.312500 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -1031833 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1033700.312500 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -1033700 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1033975.062500 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -1033975 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1034163.437500 Penalty: 4494.672852
	Iteration 3Q: 3 clusters Score -1034163 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1034304.437500 Penalty: 4494.672852
	Iteration 4Q: 3 clusters Score -1034304 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1034421.562500 Penalty: 4494.672852
	Iteration 5Q: 3 clusters Score -1034422 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1034544.312500 Penalty: 4494.672852
	Iteration 6Q: 3 clusters Score -1034544 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1034657.187500 Penalty: 4494.672852
	Iteration 7Q: 3 clusters Score -1034657 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1034758.750000 Penalty: 4494.672852
	Iteration 8Q: 3 clusters Score -1034759 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1034852.562500 Penalty: 4494.672852
	Iteration 9Q: 3 clusters Score -1034853 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1034961.000000 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -1034961 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1035088.937500 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -1035089 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1035201.062500 Penalty: 4494.672852
	Iteration 12Q: 3 clusters Score -1035201 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1035329.125000 Penalty: 4494.672852
	Iteration 13Q: 3 clusters Score -1035329 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1035449.125000 Penalty: 4494.672852
	Iteration 14Q: 3 clusters Score -1035449 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1035589.750000 Penalty: 4494.672852
	Iteration 15Q: 3 clusters Score -1035590 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1035745.000000 Penalty: 4494.672852
	Iteration 16Q: 3 clusters Score -1035745 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1035889.312500 Penalty: 4494.672852
	Iteration 17Q: 3 clusters Score -1035889 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1036026.375000 Penalty: 4494.672852
	Iteration 18Q: 3 clusters Score -1036026 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1036187.937500 Penalty: 4494.672852
	Iteration 19Q: 3 clusters Score -1036188 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1036343.500000 Penalty: 4494.672852
	Iteration 20F: 3 clusters Score -1036344 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1036501.375000 Penalty: 4494.672852
	Iteration 21Q: 3 clusters Score -1036501 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1036638.625000 Penalty: 4494.672852
	Iteration 22Q: 3 clusters Score -1036639 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1036764.500000 Penalty: 4494.672852
	Iteration 23Q: 3 clusters Score -1036764 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1036874.437500 Penalty: 4494.672852
	Iteration 24Q: 3 clusters Score -1036874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1036994.687500 Penalty: 4494.672852
	Iteration 25Q: 3 clusters Score -1036995 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1037099.062500 Penalty: 4494.672852
	Iteration 26Q: 3 clusters Score -1037099 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1037187.812500 Penalty: 4494.672852
	Iteration 27Q: 3 clusters Score -1037188 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1037243.812500 Penalty: 4494.672852
	Iteration 28Q: 3 clusters Score -1037244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1037283.312500 Penalty: 4494.672852
	Iteration 29Q: 3 clusters Score -1037283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1037309.125000 Penalty: 4494.672852
	Iteration 30Q: 3 clusters Score -1037309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1037324.437500 Penalty: 4494.672852
	Iteration 31Q: 3 clusters Score -1037324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1037339.937500 Penalty: 4494.672852
	Iteration 32Q: 3 clusters Score -1037340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1037348.000000 Penalty: 4494.672852
	Iteration 33Q: 3 clusters Score -1037348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1037356.187500 Penalty: 4494.672852
	Iteration 34Q: 3 clusters Score -1037356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1037356.187500 Penalty: 4494.672852
	Iteration 35Q: 3 clusters Score -1037356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1037358.312500 Penalty: 4494.672852
	Iteration 36Q: 3 clusters Score -1037358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1037359.437500 Penalty: 4494.672852
	Iteration 37Q: 3 clusters Score -1037359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1037361.062500 Penalty: 4494.672852
	Iteration 38Q: 3 clusters Score -1037361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1037361.062500 Penalty: 4494.672852
	Iteration 39Q: 3 clusters Score -1037361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1037359.687500 Penalty: 4494.672852
	Iteration 40F: 3 clusters Score -1037360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1037360.562500 Penalty: 4494.672852
	Iteration 41Q: 3 clusters Score -1037361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1037360.375000 Penalty: 4494.672852
	Iteration 42Q: 3 clusters Score -1037360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1037360.375000 Penalty: 4494.672852
	Iteration 43F: 3 clusters Score -1037360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Entering Unmasked Estep 
Score: -1973069.125000 Penalty: 2434.116211
	Iteration 0F: 2 clusters Score -1973069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1960213.875000 Penalty: 4868.232422
	Iteration 0F: 3 clusters Score -1960214 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1964696.625000 Penalty: 4868.232422
	Iteration 1F: 3 clusters Score -1964697 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1965280.375000 Penalty: 4868.232422
	Iteration 2F: 3 clusters Score -1965280 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1965890.750000 Penalty: 4868.232422
	Iteration 3F: 3 clusters Score -1965891 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1966552.375000 Penalty: 4868.232422
	Iteration 4F: 3 clusters Score -1966552 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1967315.375000 Penalty: 4868.232422
	Iteration 5F: 3 clusters Score -1967315 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1968047.750000 Penalty: 4868.232422
	Iteration 6F: 3 clusters Score -1968048 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1968707.500000 Penalty: 4868.232422
	Iteration 7F: 3 clusters Score -1968708 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1969318.750000 Penalty: 4868.232422
	Iteration 8F: 3 clusters Score -1969319 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1969870.250000 Penalty: 4868.232422
	Iteration 9Q: 3 clusters Score -1969870 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1970393.375000 Penalty: 4868.232422
	Iteration 10Q: 3 clusters Score -1970393 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1970807.625000 Penalty: 4868.232422
	Iteration 11Q: 3 clusters Score -1970808 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1971098.750000 Penalty: 4868.232422
	Iteration 12Q: 3 clusters Score -1971099 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1971312.500000 Penalty: 4868.232422
	Iteration 13Q: 3 clusters Score -1971312 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1971465.250000 Penalty: 4868.232422
	Iteration 14Q: 3 clusters Score -1971465 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1971578.125000 Penalty: 4868.232422
	Iteration 15Q: 3 clusters Score -1971578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1971671.500000 Penalty: 4868.232422
	Iteration 16Q: 3 clusters Score -1971672 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1971749.250000 Penalty: 4868.232422
	Iteration 17Q: 3 clusters Score -1971749 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1971822.250000 Penalty: 4868.232422
	Iteration 18Q: 3 clusters Score -1971822 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1971884.375000 Penalty: 4868.232422
	Iteration 19Q: 3 clusters Score -1971884 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1971936.750000 Penalty: 4868.232422
	Iteration 20F: 3 clusters Score -1971937 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1971995.250000 Penalty: 4868.232422
	Iteration 21Q: 3 clusters Score -1971995 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -1972049.625000 Penalty: 4868.232422
	Iteration 22Q: 3 clusters Score -1972050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1972094.250000 Penalty: 4868.232422
	Iteration 23Q: 3 clusters Score -1972094 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1972149.250000 Penalty: 4868.232422
	Iteration 24Q: 3 clusters Score -1972149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1972186.750000 Penalty: 4868.232422
	Iteration 25Q: 3 clusters Score -1972187 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1972227.000000 Penalty: 4868.232422
	Iteration 26Q: 3 clusters Score -1972227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1972260.250000 Penalty: 4868.232422
	Iteration 27Q: 3 clusters Score -1972260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1972284.375000 Penalty: 4868.232422
	Iteration 28Q: 3 clusters Score -1972284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1972304.625000 Penalty: 4868.232422
	Iteration 29Q: 3 clusters Score -1972305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1972318.125000 Penalty: 4868.232422
	Iteration 30Q: 3 clusters Score -1972318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -1972333.875000 Penalty: 4868.232422
	Iteration 31Q: 3 clusters Score -1972334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -1972348.875000 Penalty: 4868.232422
	Iteration 32Q: 3 clusters Score -1972349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1972362.375000 Penalty: 4868.232422
	Iteration 33Q: 3 clusters Score -1972362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1972368.375000 Penalty: 4868.232422
	Iteration 34Q: 3 clusters Score -1972368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -1972373.250000 Penalty: 4868.232422
	Iteration 35Q: 3 clusters Score -1972373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1972380.875000 Penalty: 4868.232422
	Iteration 36Q: 3 clusters Score -1972381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1972393.125000 Penalty: 4868.232422
	Iteration 37Q: 3 clusters Score -1972393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1972397.000000 Penalty: 4868.232422
	Iteration 38Q: 3 clusters Score -1972397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -1972413.875000 Penalty: 4868.232422
	Iteration 39Q: 3 clusters Score -1972414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -1972420.875000 Penalty: 4868.232422
	Iteration 40F: 3 clusters Score -1972421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1972435.125000 Penalty: 4868.232422
	Iteration 41Q: 3 clusters Score -1972435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1972443.875000 Penalty: 4868.232422
	Iteration 42Q: 3 clusters Score -1972444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1972452.000000 Penalty: 4868.232422
	Iteration 43Q: 3 clusters Score -1972452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -1972466.875000 Penalty: 4868.232422
	Iteration 44Q: 3 clusters Score -1972467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1972469.500000 Penalty: 4868.232422
	Iteration 45Q: 3 clusters Score -1972470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1972478.625000 Penalty: 4868.232422
	Iteration 46Q: 3 clusters Score -1972479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1972489.125000 Penalty: 4868.232422
	Iteration 47Q: 3 clusters Score -1972489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1972493.125000 Penalty: 4868.232422
	Iteration 48Q: 3 clusters Score -1972493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1972491.875000 Penalty: 4868.232422
	Iteration 49Q: 3 clusters Score -1972492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -1972502.000000 Penalty: 4868.232422
	Iteration 50Q: 3 clusters Score -1972502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -1972502.625000 Penalty: 4868.232422
	Iteration 51Q: 3 clusters Score -1972503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1972507.625000 Penalty: 4868.232422
	Iteration 52Q: 3 clusters Score -1972508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -1972514.375000 Penalty: 4868.232422
	Iteration 53Q: 3 clusters Score -1972514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1972520.125000 Penalty: 4868.232422
	Iteration 54Q: 3 clusters Score -1972520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1972525.000000 Penalty: 4868.232422
	Iteration 55Q: 3 clusters Score -1972525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -1972529.375000 Penalty: 4868.232422
	Iteration 56Q: 3 clusters Score -1972529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -1972528.625000 Penalty: 4868.232422
	Iteration 57Q: 3 clusters Score -1972529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -1972531.750000 Penalty: 4868.232422
	Iteration 58Q: 3 clusters Score -1972532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -1972535.500000 Penalty: 4868.232422
	Iteration 59Q: 3 clusters Score -1972536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -1972537.000000 Penalty: 4868.232422
	Iteration 60F: 3 clusters Score -1972537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1972539.750000 Penalty: 4868.232422
	Iteration 61Q: 3 clusters Score -1972540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -1972537.625000 Penalty: 4868.232422
	Iteration 62Q: 3 clusters Score -1972538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1972541.125000 Penalty: 4868.232422
	Iteration 63Q: 3 clusters Score -1972541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1972538.750000 Penalty: 4868.232422
	Iteration 64Q: 3 clusters Score -1972539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1972537.750000 Penalty: 4868.232422
	Iteration 65Q: 3 clusters Score -1972538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1972537.750000 Penalty: 4868.232422
	Iteration 66F: 3 clusters Score -1972538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Entering Unmasked Estep 
Score: -3802140.500000 Penalty: 2589.904297
	Iteration 0F: 2 clusters Score -3802140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3778693.500000 Penalty: 5179.808594
	Iteration 0F: 3 clusters Score -3778694 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -3788124.750000 Penalty: 5179.808594
	Iteration 1F: 3 clusters Score -3788125 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3789477.000000 Penalty: 5179.808594
	Iteration 2F: 3 clusters Score -3789477 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3790954.250000 Penalty: 5179.808594
	Iteration 3F: 3 clusters Score -3790954 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3792344.250000 Penalty: 5179.808594
	Iteration 4F: 3 clusters Score -3792344 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3793583.750000 Penalty: 5179.808594
	Iteration 5F: 3 clusters Score -3793584 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3794558.000000 Penalty: 5179.808594
	Iteration 6F: 3 clusters Score -3794558 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3795299.000000 Penalty: 5179.808594
	Iteration 7Q: 3 clusters Score -3795299 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3795899.000000 Penalty: 5179.808594
	Iteration 8Q: 3 clusters Score -3795899 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3796372.250000 Penalty: 5179.808594
	Iteration 9Q: 3 clusters Score -3796372 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3796724.500000 Penalty: 5179.808594
	Iteration 10Q: 3 clusters Score -3796724 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3796988.500000 Penalty: 5179.808594
	Iteration 11Q: 3 clusters Score -3796988 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3797173.500000 Penalty: 5179.808594
	Iteration 12Q: 3 clusters Score -3797174 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3797297.250000 Penalty: 5179.808594
	Iteration 13Q: 3 clusters Score -3797297 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3797391.250000 Penalty: 5179.808594
	Iteration 14Q: 3 clusters Score -3797391 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3797473.500000 Penalty: 5179.808594
	Iteration 15Q: 3 clusters Score -3797474 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3797543.250000 Penalty: 5179.808594
	Iteration 16Q: 3 clusters Score -3797543 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3797613.750000 Penalty: 5179.808594
	Iteration 17Q: 3 clusters Score -3797614 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3797706.000000 Penalty: 5179.808594
	Iteration 18Q: 3 clusters Score -3797706 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3797800.750000 Penalty: 5179.808594
	Iteration 19Q: 3 clusters Score -3797801 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3797898.750000 Penalty: 5179.808594
	Iteration 20F: 3 clusters Score -3797899 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3797997.250000 Penalty: 5179.808594
	Iteration 21Q: 3 clusters Score -3797997 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3798056.750000 Penalty: 5179.808594
	Iteration 22Q: 3 clusters Score -3798057 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3798159.000000 Penalty: 5179.808594
	Iteration 23Q: 3 clusters Score -3798159 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3798242.250000 Penalty: 5179.808594
	Iteration 24Q: 3 clusters Score -3798242 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3798326.250000 Penalty: 5179.808594
	Iteration 25Q: 3 clusters Score -3798326 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3798411.250000 Penalty: 5179.808594
	Iteration 26Q: 3 clusters Score -3798411 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3798502.250000 Penalty: 5179.808594
	Iteration 27Q: 3 clusters Score -3798502 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3798601.000000 Penalty: 5179.808594
	Iteration 28Q: 3 clusters Score -3798601 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3798711.750000 Penalty: 5179.808594
	Iteration 29Q: 3 clusters Score -3798712 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -3798797.250000 Penalty: 5179.808594
	Iteration 30Q: 3 clusters Score -3798797 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3798886.500000 Penalty: 5179.808594
	Iteration 31Q: 3 clusters Score -3798886 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3798994.250000 Penalty: 5179.808594
	Iteration 32Q: 3 clusters Score -3798994 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3799071.000000 Penalty: 5179.808594
	Iteration 33Q: 3 clusters Score -3799071 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -3799163.250000 Penalty: 5179.808594
	Iteration 34Q: 3 clusters Score -3799163 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3799212.000000 Penalty: 5179.808594
	Iteration 35Q: 3 clusters Score -3799212 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3799279.250000 Penalty: 5179.808594
	Iteration 36Q: 3 clusters Score -3799279 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3799322.750000 Penalty: 5179.808594
	Iteration 37Q: 3 clusters Score -3799323 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3799370.750000 Penalty: 5179.808594
	Iteration 38Q: 3 clusters Score -3799371 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3799410.000000 Penalty: 5179.808594
	Iteration 39Q: 3 clusters Score -3799410 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -3799450.000000 Penalty: 5179.808594
	Iteration 40F: 3 clusters Score -3799450 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -3799502.250000 Penalty: 5179.808594
	Iteration 41Q: 3 clusters Score -3799502 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3799561.250000 Penalty: 5179.808594
	Iteration 42Q: 3 clusters Score -3799561 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3799596.500000 Penalty: 5179.808594
	Iteration 43Q: 3 clusters Score -3799596 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3799642.250000 Penalty: 5179.808594
	Iteration 44Q: 3 clusters Score -3799642 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3799691.750000 Penalty: 5179.808594
	Iteration 45Q: 3 clusters Score -3799692 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3799714.750000 Penalty: 5179.808594
	Iteration 46Q: 3 clusters Score -3799715 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3799762.000000 Penalty: 5179.808594
	Iteration 47Q: 3 clusters Score -3799762 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3799810.500000 Penalty: 5179.808594
	Iteration 48Q: 3 clusters Score -3799810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3799848.000000 Penalty: 5179.808594
	Iteration 49Q: 3 clusters Score -3799848 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3799872.250000 Penalty: 5179.808594
	Iteration 50Q: 3 clusters Score -3799872 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3799925.750000 Penalty: 5179.808594
	Iteration 51Q: 3 clusters Score -3799926 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3799970.500000 Penalty: 5179.808594
	Iteration 52Q: 3 clusters Score -3799970 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3800006.000000 Penalty: 5179.808594
	Iteration 53Q: 3 clusters Score -3800006 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3800063.500000 Penalty: 5179.808594
	Iteration 54Q: 3 clusters Score -3800064 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3800149.250000 Penalty: 5179.808594
	Iteration 55Q: 3 clusters Score -3800149 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3800240.750000 Penalty: 5179.808594
	Iteration 56Q: 3 clusters Score -3800241 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -3800352.750000 Penalty: 5179.808594
	Iteration 57Q: 3 clusters Score -3800353 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3800414.500000 Penalty: 5179.808594
	Iteration 58Q: 3 clusters Score -3800414 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3800488.000000 Penalty: 5179.808594
	Iteration 59Q: 3 clusters Score -3800488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3800552.250000 Penalty: 5179.808594
	Iteration 60F: 3 clusters Score -3800552 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3800588.000000 Penalty: 5179.808594
	Iteration 61Q: 3 clusters Score -3800588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3800630.500000 Penalty: 5179.808594
	Iteration 62Q: 3 clusters Score -3800630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -3800660.250000 Penalty: 5179.808594
	Iteration 63Q: 3 clusters Score -3800660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3800686.000000 Penalty: 5179.808594
	Iteration 64Q: 3 clusters Score -3800686 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3800717.000000 Penalty: 5179.808594
	Iteration 65Q: 3 clusters Score -3800717 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3800742.500000 Penalty: 5179.808594
	Iteration 66Q: 3 clusters Score -3800742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3800750.750000 Penalty: 5179.808594
	Iteration 67Q: 3 clusters Score -3800751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3800759.000000 Penalty: 5179.808594
	Iteration 68Q: 3 clusters Score -3800759 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3800790.500000 Penalty: 5179.808594
	Iteration 69Q: 3 clusters Score -3800790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3800804.500000 Penalty: 5179.808594
	Iteration 70Q: 3 clusters Score -3800804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3800812.250000 Penalty: 5179.808594
	Iteration 71Q: 3 clusters Score -3800812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3800831.250000 Penalty: 5179.808594
	Iteration 72Q: 3 clusters Score -3800831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3800834.750000 Penalty: 5179.808594
	Iteration 73Q: 3 clusters Score -3800835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3800834.000000 Penalty: 5179.808594
	Iteration 74Q: 3 clusters Score -3800834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3800843.250000 Penalty: 5179.808594
	Iteration 75Q: 3 clusters Score -3800843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3800850.500000 Penalty: 5179.808594
	Iteration 76Q: 3 clusters Score -3800850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3800854.750000 Penalty: 5179.808594
	Iteration 77Q: 3 clusters Score -3800855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3800861.750000 Penalty: 5179.808594
	Iteration 78Q: 3 clusters Score -3800862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3800865.250000 Penalty: 5179.808594
	Iteration 79Q: 3 clusters Score -3800865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3800866.500000 Penalty: 5179.808594
	Iteration 80F: 3 clusters Score -3800866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3800871.000000 Penalty: 5179.808594
	Iteration 81Q: 3 clusters Score -3800871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3800876.250000 Penalty: 5179.808594
	Iteration 82Q: 3 clusters Score -3800876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3800879.500000 Penalty: 5179.808594
	Iteration 83Q: 3 clusters Score -3800880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3800877.500000 Penalty: 5179.808594
	Iteration 84Q: 3 clusters Score -3800878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3800880.750000 Penalty: 5179.808594
	Iteration 85Q: 3 clusters Score -3800881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3800876.250000 Penalty: 5179.808594
	Iteration 86Q: 3 clusters Score -3800876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3800880.000000 Penalty: 5179.808594
	Iteration 87Q: 3 clusters Score -3800880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3800878.500000 Penalty: 5179.808594
	Iteration 88Q: 3 clusters Score -3800878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3800878.500000 Penalty: 5179.808594
	Iteration 89Q: 3 clusters Score -3800878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3800881.250000 Penalty: 5179.808594
	Iteration 90Q: 3 clusters Score -3800881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3800885.250000 Penalty: 5179.808594
	Iteration 91Q: 3 clusters Score -3800885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3800885.250000 Penalty: 5179.808594
	Iteration 92F: 3 clusters Score -3800885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Entering Unmasked Estep 
Score: -1721390.000000 Penalty: 2375.661377
	Iteration 0F: 2 clusters Score -1721390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1710879.500000 Penalty: 4751.322754
	Iteration 0F: 3 clusters Score -1710880 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1714278.125000 Penalty: 4751.322754
	Iteration 1F: 3 clusters Score -1714278 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1714683.250000 Penalty: 4751.322754
	Iteration 2F: 3 clusters Score -1714683 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1715034.500000 Penalty: 4751.322754
	Iteration 3Q: 3 clusters Score -1715034 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1715345.250000 Penalty: 4751.322754
	Iteration 4Q: 3 clusters Score -1715345 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1715641.000000 Penalty: 4751.322754
	Iteration 5Q: 3 clusters Score -1715641 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1715917.375000 Penalty: 4751.322754
	Iteration 6Q: 3 clusters Score -1715917 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1716183.250000 Penalty: 4751.322754
	Iteration 7Q: 3 clusters Score -1716183 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1716436.750000 Penalty: 4751.322754
	Iteration 8Q: 3 clusters Score -1716437 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1716655.000000 Penalty: 4751.322754
	Iteration 9Q: 3 clusters Score -1716655 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1716896.250000 Penalty: 4751.322754
	Iteration 10Q: 3 clusters Score -1716896 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1717171.000000 Penalty: 4751.322754
	Iteration 11Q: 3 clusters Score -1717171 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1717423.125000 Penalty: 4751.322754
	Iteration 12Q: 3 clusters Score -1717423 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1717640.625000 Penalty: 4751.322754
	Iteration 13Q: 3 clusters Score -1717641 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1717871.375000 Penalty: 4751.322754
	Iteration 14Q: 3 clusters Score -1717871 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1718073.625000 Penalty: 4751.322754
	Iteration 15Q: 3 clusters Score -1718074 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1718230.750000 Penalty: 4751.322754
	Iteration 16Q: 3 clusters Score -1718231 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1718375.125000 Penalty: 4751.322754
	Iteration 17Q: 3 clusters Score -1718375 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1718521.625000 Penalty: 4751.322754
	Iteration 18Q: 3 clusters Score -1718522 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1718659.000000 Penalty: 4751.322754
	Iteration 19Q: 3 clusters Score -1718659 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1718796.125000 Penalty: 4751.322754
	Iteration 20F: 3 clusters Score -1718796 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1718957.375000 Penalty: 4751.322754
	Iteration 21Q: 3 clusters Score -1718957 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1719107.500000 Penalty: 4751.322754
	Iteration 22Q: 3 clusters Score -1719108 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1719254.125000 Penalty: 4751.322754
	Iteration 23Q: 3 clusters Score -1719254 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1719392.125000 Penalty: 4751.322754
	Iteration 24Q: 3 clusters Score -1719392 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1719516.625000 Penalty: 4751.322754
	Iteration 25Q: 3 clusters Score -1719517 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1719632.125000 Penalty: 4751.322754
	Iteration 26Q: 3 clusters Score -1719632 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1719719.125000 Penalty: 4751.322754
	Iteration 27Q: 3 clusters Score -1719719 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1719785.000000 Penalty: 4751.322754
	Iteration 28Q: 3 clusters Score -1719785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1719828.125000 Penalty: 4751.322754
	Iteration 29Q: 3 clusters Score -1719828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1719859.875000 Penalty: 4751.322754
	Iteration 30Q: 3 clusters Score -1719860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1719885.500000 Penalty: 4751.322754
	Iteration 31Q: 3 clusters Score -1719886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1719900.875000 Penalty: 4751.322754
	Iteration 32Q: 3 clusters Score -1719901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1719923.500000 Penalty: 4751.322754
	Iteration 33Q: 3 clusters Score -1719924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1719941.125000 Penalty: 4751.322754
	Iteration 34Q: 3 clusters Score -1719941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1719971.625000 Penalty: 4751.322754
	Iteration 35Q: 3 clusters Score -1719972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1719996.375000 Penalty: 4751.322754
	Iteration 36Q: 3 clusters Score -1719996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1720038.125000 Penalty: 4751.322754
	Iteration 37Q: 3 clusters Score -1720038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1720071.750000 Penalty: 4751.322754
	Iteration 38Q: 3 clusters Score -1720072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1720106.750000 Penalty: 4751.322754
	Iteration 39Q: 3 clusters Score -1720107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1720135.125000 Penalty: 4751.322754
	Iteration 40F: 3 clusters Score -1720135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1720143.250000 Penalty: 4751.322754
	Iteration 41Q: 3 clusters Score -1720143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1720149.000000 Penalty: 4751.322754
	Iteration 42Q: 3 clusters Score -1720149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1720152.625000 Penalty: 4751.322754
	Iteration 43Q: 3 clusters Score -1720153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1720162.250000 Penalty: 4751.322754
	Iteration 44Q: 3 clusters Score -1720162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1720166.250000 Penalty: 4751.322754
	Iteration 45Q: 3 clusters Score -1720166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1720171.125000 Penalty: 4751.322754
	Iteration 46Q: 3 clusters Score -1720171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1720172.250000 Penalty: 4751.322754
	Iteration 47Q: 3 clusters Score -1720172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1720173.125000 Penalty: 4751.322754
	Iteration 48Q: 3 clusters Score -1720173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1720173.750000 Penalty: 4751.322754
	Iteration 49Q: 3 clusters Score -1720174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1720172.750000 Penalty: 4751.322754
	Iteration 50Q: 3 clusters Score -1720173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1720171.250000 Penalty: 4751.322754
	Iteration 51Q: 3 clusters Score -1720171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1720174.875000 Penalty: 4751.322754
	Iteration 52Q: 3 clusters Score -1720175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1720174.875000 Penalty: 4751.322754
	Iteration 53F: 3 clusters Score -1720175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -72644.695312 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -72644.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70936.367188 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -70936.37 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71182.445312 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -71182.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71280.406250 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -71280.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71332.992188 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -71332.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71382.210938 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -71382.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71423.367188 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -71423.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71451.507812 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -71451.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -71481.593750 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -71481.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71494.132812 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -71494.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71516.859375 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -71516.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71534.171875 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -71534.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71550.390625 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -71550.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71561.375000 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -71561.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71563.570312 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -71563.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -71564.273438 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -71564.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71565.804688 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -71565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71568.507812 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -71568.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71568.507812 Penalty: 3279.572266
	Iteration 17F: 3 clusters Score -71568.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -321336.218750 Penalty: 1962.643921
	Iteration 0F: 2 clusters Score -321336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -318241.812500 Penalty: 3925.287842
	Iteration 0F: 3 clusters Score -318241.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -318911.593750 Penalty: 3925.287842
	Iteration 1F: 3 clusters Score -318911.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -319127.437500 Penalty: 3925.287842
	Iteration 2F: 3 clusters Score -319127.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -319274.375000 Penalty: 3925.287842
	Iteration 3F: 3 clusters Score -319274.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -319386.718750 Penalty: 3925.287842
	Iteration 4Q: 3 clusters Score -319386.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -319475.281250 Penalty: 3925.287842
	Iteration 5Q: 3 clusters Score -319475.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -319574.812500 Penalty: 3925.287842
	Iteration 6Q: 3 clusters Score -319574.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -319676.906250 Penalty: 3925.287842
	Iteration 7Q: 3 clusters Score -319676.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -319794.531250 Penalty: 3925.287842
	Iteration 8Q: 3 clusters Score -319794.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -319980.468750 Penalty: 3925.287842
	Iteration 9Q: 3 clusters Score -319980.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -320270.812500 Penalty: 3925.287842
	Iteration 10F: 3 clusters Score -320270.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -320639.812500 Penalty: 3925.287842
	Iteration 11F: 3 clusters Score -320639.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -321194.781250 Penalty: 3925.287842
	Iteration 12F: 3 clusters Score -321194.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -321665.375000 Penalty: 3925.287842
	Iteration 13Q: 3 clusters Score -321665.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -321850.968750 Penalty: 3925.287842
	Iteration 14Q: 3 clusters Score -321851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -321880.937500 Penalty: 3925.287842
	Iteration 15Q: 3 clusters Score -321880.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -321889.843750 Penalty: 3925.287842
	Iteration 16Q: 3 clusters Score -321889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -321895.593750 Penalty: 3925.287842
	Iteration 17Q: 3 clusters Score -321895.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -321904.875000 Penalty: 3925.287842
	Iteration 18Q: 3 clusters Score -321904.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -321907.343750 Penalty: 3925.287842
	Iteration 19Q: 3 clusters Score -321907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -321908.968750 Penalty: 3925.287842
	Iteration 20F: 3 clusters Score -321909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -321910.500000 Penalty: 3925.287842
	Iteration 21Q: 3 clusters Score -321910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -321912.562500 Penalty: 3925.287842
	Iteration 22Q: 3 clusters Score -321912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -321912.562500 Penalty: 3925.287842
	Iteration 23F: 3 clusters Score -321912.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21893 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 9517 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 7416 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 19310 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8620 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34309 members 
Mstep: Class 20 contains 14462 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 1445 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 5822 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 10100 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14045 members 
Mstep: Class 37 contains 1290 members 
Entering Unmasked Estep 
Score: -35710236.000000 Penalty: 116350.539062
Splitting cluster 22 changes total score from -35710812.000000 to -35710236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -864311.187500 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -864311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -858567.687500 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -858567.7 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -860058.875000 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -860058.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -860307.937500 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -860307.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -860480.062500 Penalty: 4393.962402
	Iteration 3Q: 3 clusters Score -860480.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -860635.812500 Penalty: 4393.962402
	Iteration 4Q: 3 clusters Score -860635.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -860779.187500 Penalty: 4393.962402
	Iteration 5Q: 3 clusters Score -860779.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -860908.125000 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -860908.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -861036.437500 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -861036.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -861157.812500 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -861157.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -861275.187500 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -861275.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -861402.187500 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -861402.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -861528.187500 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -861528.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -861658.000000 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -861658 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -861763.687500 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -861763.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -861861.375000 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -861861.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -861954.500000 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -861954.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -862038.812500 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -862038.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -862110.875000 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -862110.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -862191.500000 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -862191.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -862245.437500 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -862245.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -862277.312500 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -862277.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -862302.375000 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -862302.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -862322.687500 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -862322.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -862338.125000 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -862338.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -862356.562500 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -862356.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -862375.812500 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -862375.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -862393.562500 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -862393.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -862403.750000 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -862403.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -862418.687500 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -862418.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -862427.500000 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -862427.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -862437.125000 Penalty: 4393.962402
	Iteration 30Q: 3 clusters Score -862437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -862442.687500 Penalty: 4393.962402
	Iteration 31Q: 3 clusters Score -862442.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -862442.375000 Penalty: 4393.962402
	Iteration 32Q: 3 clusters Score -862442.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -862448.812500 Penalty: 4393.962402
	Iteration 33Q: 3 clusters Score -862448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -862454.562500 Penalty: 4393.962402
	Iteration 34Q: 3 clusters Score -862454.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -862457.812500 Penalty: 4393.962402
	Iteration 35Q: 3 clusters Score -862457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -862457.937500 Penalty: 4393.962402
	Iteration 36Q: 3 clusters Score -862457.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -862458.687500 Penalty: 4393.962402
	Iteration 37Q: 3 clusters Score -862458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -862459.437500 Penalty: 4393.962402
	Iteration 38Q: 3 clusters Score -862459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -862459.437500 Penalty: 4393.962402
	Iteration 39F: 3 clusters Score -862459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Entering Unmasked Estep 
Score: -601606.187500 Penalty: 2203.073975
	Iteration 0F: 2 clusters Score -601606.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -595681.125000 Penalty: 4406.147949
	Iteration 0F: 3 clusters Score -595681.1 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -597313.375000 Penalty: 4406.147949
	Iteration 1F: 3 clusters Score -597313.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -597676.375000 Penalty: 4406.147949
	Iteration 2F: 3 clusters Score -597676.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -597988.687500 Penalty: 4406.147949
	Iteration 3F: 3 clusters Score -597988.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -598265.312500 Penalty: 4406.147949
	Iteration 4F: 3 clusters Score -598265.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -598560.375000 Penalty: 4406.147949
	Iteration 5Q: 3 clusters Score -598560.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -598871.125000 Penalty: 4406.147949
	Iteration 6F: 3 clusters Score -598871.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -599192.312500 Penalty: 4406.147949
	Iteration 7F: 3 clusters Score -599192.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -599502.625000 Penalty: 4406.147949
	Iteration 8Q: 3 clusters Score -599502.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -599801.625000 Penalty: 4406.147949
	Iteration 9Q: 3 clusters Score -599801.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -600087.375000 Penalty: 4406.147949
	Iteration 10Q: 3 clusters Score -600087.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -600310.812500 Penalty: 4406.147949
	Iteration 11Q: 3 clusters Score -600310.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -600452.250000 Penalty: 4406.147949
	Iteration 12Q: 3 clusters Score -600452.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -600534.375000 Penalty: 4406.147949
	Iteration 13Q: 3 clusters Score -600534.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -600620.187500 Penalty: 4406.147949
	Iteration 14Q: 3 clusters Score -600620.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -600699.187500 Penalty: 4406.147949
	Iteration 15Q: 3 clusters Score -600699.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -600765.312500 Penalty: 4406.147949
	Iteration 16Q: 3 clusters Score -600765.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -600808.250000 Penalty: 4406.147949
	Iteration 17Q: 3 clusters Score -600808.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -600836.250000 Penalty: 4406.147949
	Iteration 18Q: 3 clusters Score -600836.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -600861.312500 Penalty: 4406.147949
	Iteration 19Q: 3 clusters Score -600861.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -600885.187500 Penalty: 4406.147949
	Iteration 20F: 3 clusters Score -600885.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -600913.187500 Penalty: 4406.147949
	Iteration 21Q: 3 clusters Score -600913.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -600942.750000 Penalty: 4406.147949
	Iteration 22Q: 3 clusters Score -600942.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -600967.125000 Penalty: 4406.147949
	Iteration 23Q: 3 clusters Score -600967.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -600993.625000 Penalty: 4406.147949
	Iteration 24Q: 3 clusters Score -600993.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -601015.187500 Penalty: 4406.147949
	Iteration 25Q: 3 clusters Score -601015.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -601027.687500 Penalty: 4406.147949
	Iteration 26Q: 3 clusters Score -601027.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -601033.187500 Penalty: 4406.147949
	Iteration 27Q: 3 clusters Score -601033.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -601036.875000 Penalty: 4406.147949
	Iteration 28Q: 3 clusters Score -601036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -601038.375000 Penalty: 4406.147949
	Iteration 29Q: 3 clusters Score -601038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -601038.875000 Penalty: 4406.147949
	Iteration 30Q: 3 clusters Score -601038.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -601042.062500 Penalty: 4406.147949
	Iteration 31Q: 3 clusters Score -601042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -601041.812500 Penalty: 4406.147949
	Iteration 32Q: 3 clusters Score -601041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -601043.437500 Penalty: 4406.147949
	Iteration 33Q: 3 clusters Score -601043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -601043.750000 Penalty: 4406.147949
	Iteration 34Q: 3 clusters Score -601043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -601043.562500 Penalty: 4406.147949
	Iteration 35Q: 3 clusters Score -601043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -601043.562500 Penalty: 4406.147949
	Iteration 36F: 3 clusters Score -601043.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Entering Unmasked Estep 
Score: -577791.875000 Penalty: 2103.068359
	Iteration 0F: 2 clusters Score -577791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -573354.812500 Penalty: 4206.136719
	Iteration 0F: 3 clusters Score -573354.8 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -574447.500000 Penalty: 4206.136719
	Iteration 1F: 3 clusters Score -574447.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -574681.500000 Penalty: 4206.136719
	Iteration 2F: 3 clusters Score -574681.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -574788.687500 Penalty: 4206.136719
	Iteration 3Q: 3 clusters Score -574788.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -574857.687500 Penalty: 4206.136719
	Iteration 4Q: 3 clusters Score -574857.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -574901.250000 Penalty: 4206.136719
	Iteration 5Q: 3 clusters Score -574901.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -574930.437500 Penalty: 4206.136719
	Iteration 6Q: 3 clusters Score -574930.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -574953.937500 Penalty: 4206.136719
	Iteration 7Q: 3 clusters Score -574953.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -574976.562500 Penalty: 4206.136719
	Iteration 8Q: 3 clusters Score -574976.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -574993.812500 Penalty: 4206.136719
	Iteration 9Q: 3 clusters Score -574993.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -575008.562500 Penalty: 4206.136719
	Iteration 10Q: 3 clusters Score -575008.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -575023.312500 Penalty: 4206.136719
	Iteration 11Q: 3 clusters Score -575023.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -575037.437500 Penalty: 4206.136719
	Iteration 12Q: 3 clusters Score -575037.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -575047.937500 Penalty: 4206.136719
	Iteration 13Q: 3 clusters Score -575047.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -575053.687500 Penalty: 4206.136719
	Iteration 14Q: 3 clusters Score -575053.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -575060.937500 Penalty: 4206.136719
	Iteration 15Q: 3 clusters Score -575060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -575064.000000 Penalty: 4206.136719
	Iteration 16Q: 3 clusters Score -575064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -575066.937500 Penalty: 4206.136719
	Iteration 17Q: 3 clusters Score -575066.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -575071.437500 Penalty: 4206.136719
	Iteration 18Q: 3 clusters Score -575071.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -575073.750000 Penalty: 4206.136719
	Iteration 19Q: 3 clusters Score -575073.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -575077.812500 Penalty: 4206.136719
	Iteration 20F: 3 clusters Score -575077.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -575078.250000 Penalty: 4206.136719
	Iteration 21Q: 3 clusters Score -575078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -575079.812500 Penalty: 4206.136719
	Iteration 22Q: 3 clusters Score -575079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -575080.437500 Penalty: 4206.136719
	Iteration 23Q: 3 clusters Score -575080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -575082.000000 Penalty: 4206.136719
	Iteration 24Q: 3 clusters Score -575082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -575081.500000 Penalty: 4206.136719
	Iteration 25Q: 3 clusters Score -575081.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -575081.500000 Penalty: 4206.136719
	Iteration 26F: 3 clusters Score -575081.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Entering Unmasked Estep 
Score: -961719.562500 Penalty: 2226.582764
	Iteration 0F: 2 clusters Score -961719.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -955317.125000 Penalty: 4453.165527
	Iteration 0F: 3 clusters Score -955317.1 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -956976.750000 Penalty: 4453.165527
	Iteration 1F: 3 clusters Score -956976.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -957240.937500 Penalty: 4453.165527
	Iteration 2F: 3 clusters Score -957240.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -957412.000000 Penalty: 4453.165527
	Iteration 3F: 3 clusters Score -957412 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -957545.625000 Penalty: 4453.165527
	Iteration 4Q: 3 clusters Score -957545.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -957637.125000 Penalty: 4453.165527
	Iteration 5Q: 3 clusters Score -957637.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -957711.687500 Penalty: 4453.165527
	Iteration 6Q: 3 clusters Score -957711.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -957780.375000 Penalty: 4453.165527
	Iteration 7Q: 3 clusters Score -957780.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -957847.937500 Penalty: 4453.165527
	Iteration 8Q: 3 clusters Score -957847.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -957916.875000 Penalty: 4453.165527
	Iteration 9Q: 3 clusters Score -957916.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -957983.125000 Penalty: 4453.165527
	Iteration 10Q: 3 clusters Score -957983.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -958050.125000 Penalty: 4453.165527
	Iteration 11Q: 3 clusters Score -958050.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -958133.125000 Penalty: 4453.165527
	Iteration 12Q: 3 clusters Score -958133.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -958221.250000 Penalty: 4453.165527
	Iteration 13Q: 3 clusters Score -958221.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -958324.625000 Penalty: 4453.165527
	Iteration 14Q: 3 clusters Score -958324.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -958456.562500 Penalty: 4453.165527
	Iteration 15Q: 3 clusters Score -958456.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -958609.625000 Penalty: 4453.165527
	Iteration 16Q: 3 clusters Score -958609.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -958762.687500 Penalty: 4453.165527
	Iteration 17Q: 3 clusters Score -958762.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -958906.562500 Penalty: 4453.165527
	Iteration 18Q: 3 clusters Score -958906.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -959064.187500 Penalty: 4453.165527
	Iteration 19Q: 3 clusters Score -959064.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -959204.500000 Penalty: 4453.165527
	Iteration 20F: 3 clusters Score -959204.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -959314.375000 Penalty: 4453.165527
	Iteration 21Q: 3 clusters Score -959314.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -959394.812500 Penalty: 4453.165527
	Iteration 22Q: 3 clusters Score -959394.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -959456.062500 Penalty: 4453.165527
	Iteration 23Q: 3 clusters Score -959456.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -959492.250000 Penalty: 4453.165527
	Iteration 24Q: 3 clusters Score -959492.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -959522.000000 Penalty: 4453.165527
	Iteration 25Q: 3 clusters Score -959522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -959543.312500 Penalty: 4453.165527
	Iteration 26Q: 3 clusters Score -959543.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -959554.000000 Penalty: 4453.165527
	Iteration 27Q: 3 clusters Score -959554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -959568.937500 Penalty: 4453.165527
	Iteration 28Q: 3 clusters Score -959568.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -959579.812500 Penalty: 4453.165527
	Iteration 29Q: 3 clusters Score -959579.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -959588.687500 Penalty: 4453.165527
	Iteration 30Q: 3 clusters Score -959588.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -959597.187500 Penalty: 4453.165527
	Iteration 31Q: 3 clusters Score -959597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -959607.375000 Penalty: 4453.165527
	Iteration 32Q: 3 clusters Score -959607.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -959613.687500 Penalty: 4453.165527
	Iteration 33Q: 3 clusters Score -959613.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -959621.375000 Penalty: 4453.165527
	Iteration 34Q: 3 clusters Score -959621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -959626.375000 Penalty: 4453.165527
	Iteration 35Q: 3 clusters Score -959626.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -959631.500000 Penalty: 4453.165527
	Iteration 36Q: 3 clusters Score -959631.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -959639.000000 Penalty: 4453.165527
	Iteration 37Q: 3 clusters Score -959639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -959645.187500 Penalty: 4453.165527
	Iteration 38Q: 3 clusters Score -959645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -959649.500000 Penalty: 4453.165527
	Iteration 39Q: 3 clusters Score -959649.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -959653.937500 Penalty: 4453.165527
	Iteration 40F: 3 clusters Score -959653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -959655.750000 Penalty: 4453.165527
	Iteration 41Q: 3 clusters Score -959655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -959660.125000 Penalty: 4453.165527
	Iteration 42Q: 3 clusters Score -959660.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -959662.750000 Penalty: 4453.165527
	Iteration 43Q: 3 clusters Score -959662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -959664.437500 Penalty: 4453.165527
	Iteration 44Q: 3 clusters Score -959664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -959664.687500 Penalty: 4453.165527
	Iteration 45Q: 3 clusters Score -959664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -959667.375000 Penalty: 4453.165527
	Iteration 46Q: 3 clusters Score -959667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -959667.437500 Penalty: 4453.165527
	Iteration 47Q: 3 clusters Score -959667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -959668.000000 Penalty: 4453.165527
	Iteration 48Q: 3 clusters Score -959668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -959668.500000 Penalty: 4453.165527
	Iteration 49Q: 3 clusters Score -959668.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -959669.187500 Penalty: 4453.165527
	Iteration 50Q: 3 clusters Score -959669.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -959669.187500 Penalty: 4453.165527
	Iteration 51F: 3 clusters Score -959669.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Entering Unmasked Estep 
Score: -652934.312500 Penalty: 2150.010986
	Iteration 0F: 2 clusters Score -652934.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -647946.312500 Penalty: 4300.021973
	Iteration 0F: 3 clusters Score -647946.3 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -649258.562500 Penalty: 4300.021973
	Iteration 1F: 3 clusters Score -649258.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -649525.000000 Penalty: 4300.021973
	Iteration 2F: 3 clusters Score -649525 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -649704.000000 Penalty: 4300.021973
	Iteration 3F: 3 clusters Score -649704 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -649830.937500 Penalty: 4300.021973
	Iteration 4Q: 3 clusters Score -649830.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -649930.375000 Penalty: 4300.021973
	Iteration 5Q: 3 clusters Score -649930.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -650003.812500 Penalty: 4300.021973
	Iteration 6Q: 3 clusters Score -650003.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -650058.937500 Penalty: 4300.021973
	Iteration 7Q: 3 clusters Score -650058.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -650101.812500 Penalty: 4300.021973
	Iteration 8Q: 3 clusters Score -650101.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -650144.062500 Penalty: 4300.021973
	Iteration 9Q: 3 clusters Score -650144.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -650190.250000 Penalty: 4300.021973
	Iteration 10Q: 3 clusters Score -650190.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -650228.187500 Penalty: 4300.021973
	Iteration 11Q: 3 clusters Score -650228.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -650268.375000 Penalty: 4300.021973
	Iteration 12Q: 3 clusters Score -650268.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -650305.062500 Penalty: 4300.021973
	Iteration 13Q: 3 clusters Score -650305.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -650333.062500 Penalty: 4300.021973
	Iteration 14Q: 3 clusters Score -650333.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -650361.500000 Penalty: 4300.021973
	Iteration 15Q: 3 clusters Score -650361.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -650392.125000 Penalty: 4300.021973
	Iteration 16Q: 3 clusters Score -650392.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -650420.875000 Penalty: 4300.021973
	Iteration 17Q: 3 clusters Score -650420.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -650452.375000 Penalty: 4300.021973
	Iteration 18Q: 3 clusters Score -650452.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -650480.562500 Penalty: 4300.021973
	Iteration 19Q: 3 clusters Score -650480.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -650511.687500 Penalty: 4300.021973
	Iteration 20F: 3 clusters Score -650511.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -650543.687500 Penalty: 4300.021973
	Iteration 21Q: 3 clusters Score -650543.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -650579.750000 Penalty: 4300.021973
	Iteration 22Q: 3 clusters Score -650579.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -650618.937500 Penalty: 4300.021973
	Iteration 23Q: 3 clusters Score -650618.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -650658.000000 Penalty: 4300.021973
	Iteration 24Q: 3 clusters Score -650658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -650687.687500 Penalty: 4300.021973
	Iteration 25Q: 3 clusters Score -650687.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -650708.812500 Penalty: 4300.021973
	Iteration 26Q: 3 clusters Score -650708.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -650730.625000 Penalty: 4300.021973
	Iteration 27Q: 3 clusters Score -650730.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -650748.500000 Penalty: 4300.021973
	Iteration 28Q: 3 clusters Score -650748.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -650768.875000 Penalty: 4300.021973
	Iteration 29Q: 3 clusters Score -650768.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -650794.000000 Penalty: 4300.021973
	Iteration 30Q: 3 clusters Score -650794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -650816.750000 Penalty: 4300.021973
	Iteration 31Q: 3 clusters Score -650816.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -650834.937500 Penalty: 4300.021973
	Iteration 32Q: 3 clusters Score -650834.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -650842.750000 Penalty: 4300.021973
	Iteration 33Q: 3 clusters Score -650842.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -650854.687500 Penalty: 4300.021973
	Iteration 34Q: 3 clusters Score -650854.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -650867.062500 Penalty: 4300.021973
	Iteration 35Q: 3 clusters Score -650867.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -650885.750000 Penalty: 4300.021973
	Iteration 36Q: 3 clusters Score -650885.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -650894.812500 Penalty: 4300.021973
	Iteration 37Q: 3 clusters Score -650894.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -650903.812500 Penalty: 4300.021973
	Iteration 38Q: 3 clusters Score -650903.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -650908.437500 Penalty: 4300.021973
	Iteration 39Q: 3 clusters Score -650908.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -650915.875000 Penalty: 4300.021973
	Iteration 40F: 3 clusters Score -650915.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -650923.187500 Penalty: 4300.021973
	Iteration 41Q: 3 clusters Score -650923.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -650932.000000 Penalty: 4300.021973
	Iteration 42Q: 3 clusters Score -650932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -650939.375000 Penalty: 4300.021973
	Iteration 43Q: 3 clusters Score -650939.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -650949.312500 Penalty: 4300.021973
	Iteration 44Q: 3 clusters Score -650949.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -650954.937500 Penalty: 4300.021973
	Iteration 45Q: 3 clusters Score -650954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -650963.062500 Penalty: 4300.021973
	Iteration 46Q: 3 clusters Score -650963.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -650972.437500 Penalty: 4300.021973
	Iteration 47Q: 3 clusters Score -650972.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -650979.625000 Penalty: 4300.021973
	Iteration 48Q: 3 clusters Score -650979.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -650994.937500 Penalty: 4300.021973
	Iteration 49Q: 3 clusters Score -650994.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -651003.562500 Penalty: 4300.021973
	Iteration 50Q: 3 clusters Score -651003.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -651015.000000 Penalty: 4300.021973
	Iteration 51Q: 3 clusters Score -651015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -651021.812500 Penalty: 4300.021973
	Iteration 52Q: 3 clusters Score -651021.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -651033.187500 Penalty: 4300.021973
	Iteration 53Q: 3 clusters Score -651033.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -651042.437500 Penalty: 4300.021973
	Iteration 54Q: 3 clusters Score -651042.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -651054.375000 Penalty: 4300.021973
	Iteration 55Q: 3 clusters Score -651054.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -651064.937500 Penalty: 4300.021973
	Iteration 56Q: 3 clusters Score -651064.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -651075.000000 Penalty: 4300.021973
	Iteration 57Q: 3 clusters Score -651075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -651081.250000 Penalty: 4300.021973
	Iteration 58Q: 3 clusters Score -651081.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -651088.750000 Penalty: 4300.021973
	Iteration 59Q: 3 clusters Score -651088.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -651096.937500 Penalty: 4300.021973
	Iteration 60F: 3 clusters Score -651096.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -651107.562500 Penalty: 4300.021973
	Iteration 61Q: 3 clusters Score -651107.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -651118.875000 Penalty: 4300.021973
	Iteration 62Q: 3 clusters Score -651118.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -651132.937500 Penalty: 4300.021973
	Iteration 63Q: 3 clusters Score -651132.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -651141.812500 Penalty: 4300.021973
	Iteration 64Q: 3 clusters Score -651141.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -651152.500000 Penalty: 4300.021973
	Iteration 65Q: 3 clusters Score -651152.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -651163.000000 Penalty: 4300.021973
	Iteration 66Q: 3 clusters Score -651163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -651172.000000 Penalty: 4300.021973
	Iteration 67Q: 3 clusters Score -651172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -651178.625000 Penalty: 4300.021973
	Iteration 68Q: 3 clusters Score -651178.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -651185.625000 Penalty: 4300.021973
	Iteration 69Q: 3 clusters Score -651185.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -651188.750000 Penalty: 4300.021973
	Iteration 70Q: 3 clusters Score -651188.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -651193.187500 Penalty: 4300.021973
	Iteration 71Q: 3 clusters Score -651193.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -651198.000000 Penalty: 4300.021973
	Iteration 72Q: 3 clusters Score -651198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -651201.125000 Penalty: 4300.021973
	Iteration 73Q: 3 clusters Score -651201.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -651207.500000 Penalty: 4300.021973
	Iteration 74Q: 3 clusters Score -651207.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -651210.500000 Penalty: 4300.021973
	Iteration 75Q: 3 clusters Score -651210.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -651217.625000 Penalty: 4300.021973
	Iteration 76Q: 3 clusters Score -651217.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -651225.187500 Penalty: 4300.021973
	Iteration 77Q: 3 clusters Score -651225.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -651235.625000 Penalty: 4300.021973
	Iteration 78Q: 3 clusters Score -651235.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -651245.875000 Penalty: 4300.021973
	Iteration 79Q: 3 clusters Score -651245.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -651255.812500 Penalty: 4300.021973
	Iteration 80F: 3 clusters Score -651255.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -651268.687500 Penalty: 4300.021973
	Iteration 81Q: 3 clusters Score -651268.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -651277.625000 Penalty: 4300.021973
	Iteration 82Q: 3 clusters Score -651277.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -651289.750000 Penalty: 4300.021973
	Iteration 83Q: 3 clusters Score -651289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -651296.812500 Penalty: 4300.021973
	Iteration 84Q: 3 clusters Score -651296.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -651307.437500 Penalty: 4300.021973
	Iteration 85Q: 3 clusters Score -651307.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -651318.000000 Penalty: 4300.021973
	Iteration 86Q: 3 clusters Score -651318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -651329.750000 Penalty: 4300.021973
	Iteration 87Q: 3 clusters Score -651329.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -651337.750000 Penalty: 4300.021973
	Iteration 88Q: 3 clusters Score -651337.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -651348.687500 Penalty: 4300.021973
	Iteration 89Q: 3 clusters Score -651348.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -651354.625000 Penalty: 4300.021973
	Iteration 90Q: 3 clusters Score -651354.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -651358.875000 Penalty: 4300.021973
	Iteration 91Q: 3 clusters Score -651358.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -651363.500000 Penalty: 4300.021973
	Iteration 92Q: 3 clusters Score -651363.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -651368.062500 Penalty: 4300.021973
	Iteration 93Q: 3 clusters Score -651368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -651369.312500 Penalty: 4300.021973
	Iteration 94Q: 3 clusters Score -651369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -651368.750000 Penalty: 4300.021973
	Iteration 95Q: 3 clusters Score -651368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -651368.750000 Penalty: 4300.021973
	Iteration 96F: 3 clusters Score -651368.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -703225.437500 Penalty: 2157.148682
	Iteration 0F: 2 clusters Score -703225.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -698136.312500 Penalty: 4314.297363
	Iteration 0F: 3 clusters Score -698136.3 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -699603.000000 Penalty: 4314.297363
	Iteration 1F: 3 clusters Score -699603 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -700018.500000 Penalty: 4314.297363
	Iteration 2F: 3 clusters Score -700018.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -700330.187500 Penalty: 4314.297363
	Iteration 3F: 3 clusters Score -700330.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -700627.312500 Penalty: 4314.297363
	Iteration 4F: 3 clusters Score -700627.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -700911.687500 Penalty: 4314.297363
	Iteration 5F: 3 clusters Score -700911.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -701157.562500 Penalty: 4314.297363
	Iteration 6Q: 3 clusters Score -701157.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -701352.375000 Penalty: 4314.297363
	Iteration 7Q: 3 clusters Score -701352.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -701484.187500 Penalty: 4314.297363
	Iteration 8Q: 3 clusters Score -701484.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -701570.500000 Penalty: 4314.297363
	Iteration 9Q: 3 clusters Score -701570.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -701632.250000 Penalty: 4314.297363
	Iteration 10Q: 3 clusters Score -701632.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -701685.875000 Penalty: 4314.297363
	Iteration 11Q: 3 clusters Score -701685.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -701728.000000 Penalty: 4314.297363
	Iteration 12Q: 3 clusters Score -701728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -701755.000000 Penalty: 4314.297363
	Iteration 13Q: 3 clusters Score -701755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -701778.062500 Penalty: 4314.297363
	Iteration 14Q: 3 clusters Score -701778.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -701800.125000 Penalty: 4314.297363
	Iteration 15Q: 3 clusters Score -701800.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -701820.312500 Penalty: 4314.297363
	Iteration 16Q: 3 clusters Score -701820.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -701838.812500 Penalty: 4314.297363
	Iteration 17Q: 3 clusters Score -701838.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -701853.000000 Penalty: 4314.297363
	Iteration 18Q: 3 clusters Score -701853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -701869.062500 Penalty: 4314.297363
	Iteration 19Q: 3 clusters Score -701869.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -701881.000000 Penalty: 4314.297363
	Iteration 20F: 3 clusters Score -701881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -701890.062500 Penalty: 4314.297363
	Iteration 21Q: 3 clusters Score -701890.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -701897.062500 Penalty: 4314.297363
	Iteration 22Q: 3 clusters Score -701897.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -701908.750000 Penalty: 4314.297363
	Iteration 23Q: 3 clusters Score -701908.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -701917.437500 Penalty: 4314.297363
	Iteration 24Q: 3 clusters Score -701917.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -701922.000000 Penalty: 4314.297363
	Iteration 25Q: 3 clusters Score -701922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -701923.500000 Penalty: 4314.297363
	Iteration 26Q: 3 clusters Score -701923.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -701926.500000 Penalty: 4314.297363
	Iteration 27Q: 3 clusters Score -701926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -701930.750000 Penalty: 4314.297363
	Iteration 28Q: 3 clusters Score -701930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -701933.812500 Penalty: 4314.297363
	Iteration 29Q: 3 clusters Score -701933.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -701937.562500 Penalty: 4314.297363
	Iteration 30Q: 3 clusters Score -701937.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -701940.437500 Penalty: 4314.297363
	Iteration 31Q: 3 clusters Score -701940.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -701943.187500 Penalty: 4314.297363
	Iteration 32Q: 3 clusters Score -701943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -701946.500000 Penalty: 4314.297363
	Iteration 33Q: 3 clusters Score -701946.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -701948.250000 Penalty: 4314.297363
	Iteration 34Q: 3 clusters Score -701948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -701948.625000 Penalty: 4314.297363
	Iteration 35Q: 3 clusters Score -701948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -701950.000000 Penalty: 4314.297363
	Iteration 36Q: 3 clusters Score -701950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -701950.000000 Penalty: 4314.297363
	Iteration 37F: 3 clusters Score -701950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -619519.187500 Penalty: 2119.160645
	Iteration 0F: 2 clusters Score -619519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -614892.500000 Penalty: 4238.321289
	Iteration 0F: 3 clusters Score -614892.5 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -616019.250000 Penalty: 4238.321289
	Iteration 1F: 3 clusters Score -616019.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -616283.750000 Penalty: 4238.321289
	Iteration 2F: 3 clusters Score -616283.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -616469.375000 Penalty: 4238.321289
	Iteration 3F: 3 clusters Score -616469.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -616599.625000 Penalty: 4238.321289
	Iteration 4Q: 3 clusters Score -616599.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -616707.562500 Penalty: 4238.321289
	Iteration 5Q: 3 clusters Score -616707.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -616813.625000 Penalty: 4238.321289
	Iteration 6Q: 3 clusters Score -616813.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -616931.187500 Penalty: 4238.321289
	Iteration 7Q: 3 clusters Score -616931.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -617070.000000 Penalty: 4238.321289
	Iteration 8Q: 3 clusters Score -617070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -617201.875000 Penalty: 4238.321289
	Iteration 9Q: 3 clusters Score -617201.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -617319.500000 Penalty: 4238.321289
	Iteration 10Q: 3 clusters Score -617319.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -617429.250000 Penalty: 4238.321289
	Iteration 11Q: 3 clusters Score -617429.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -617534.812500 Penalty: 4238.321289
	Iteration 12Q: 3 clusters Score -617534.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -617623.937500 Penalty: 4238.321289
	Iteration 13Q: 3 clusters Score -617623.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -617691.687500 Penalty: 4238.321289
	Iteration 14Q: 3 clusters Score -617691.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -617738.062500 Penalty: 4238.321289
	Iteration 15Q: 3 clusters Score -617738.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -617776.375000 Penalty: 4238.321289
	Iteration 16Q: 3 clusters Score -617776.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -617805.187500 Penalty: 4238.321289
	Iteration 17Q: 3 clusters Score -617805.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -617828.250000 Penalty: 4238.321289
	Iteration 18Q: 3 clusters Score -617828.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -617847.750000 Penalty: 4238.321289
	Iteration 19Q: 3 clusters Score -617847.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -617859.812500 Penalty: 4238.321289
	Iteration 20F: 3 clusters Score -617859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -617868.687500 Penalty: 4238.321289
	Iteration 21Q: 3 clusters Score -617868.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -617876.500000 Penalty: 4238.321289
	Iteration 22Q: 3 clusters Score -617876.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -617880.875000 Penalty: 4238.321289
	Iteration 23Q: 3 clusters Score -617880.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -617884.625000 Penalty: 4238.321289
	Iteration 24Q: 3 clusters Score -617884.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -617890.250000 Penalty: 4238.321289
	Iteration 25Q: 3 clusters Score -617890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -617891.375000 Penalty: 4238.321289
	Iteration 26Q: 3 clusters Score -617891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -617892.750000 Penalty: 4238.321289
	Iteration 27Q: 3 clusters Score -617892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -617892.750000 Penalty: 4238.321289
	Iteration 28Q: 3 clusters Score -617892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -617893.625000 Penalty: 4238.321289
	Iteration 29Q: 3 clusters Score -617893.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -617892.625000 Penalty: 4238.321289
	Iteration 30Q: 3 clusters Score -617892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -617894.562500 Penalty: 4238.321289
	Iteration 31Q: 3 clusters Score -617894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -617894.562500 Penalty: 4238.321289
	Iteration 32F: 3 clusters Score -617894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Entering Unmasked Estep 
Score: -1331413.250000 Penalty: 2308.724121
	Iteration 0F: 2 clusters Score -1331413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1323061.750000 Penalty: 4617.448242
	Iteration 0F: 3 clusters Score -1323062 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1325545.000000 Penalty: 4617.448242
	Iteration 1F: 3 clusters Score -1325545 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1325888.375000 Penalty: 4617.448242
	Iteration 2F: 3 clusters Score -1325888 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1326161.750000 Penalty: 4617.448242
	Iteration 3F: 3 clusters Score -1326162 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1326382.375000 Penalty: 4617.448242
	Iteration 4Q: 3 clusters Score -1326382 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1326594.750000 Penalty: 4617.448242
	Iteration 5Q: 3 clusters Score -1326595 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1326822.375000 Penalty: 4617.448242
	Iteration 6Q: 3 clusters Score -1326822 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1327060.000000 Penalty: 4617.448242
	Iteration 7Q: 3 clusters Score -1327060 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1327277.250000 Penalty: 4617.448242
	Iteration 8Q: 3 clusters Score -1327277 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1327455.125000 Penalty: 4617.448242
	Iteration 9Q: 3 clusters Score -1327455 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1327617.375000 Penalty: 4617.448242
	Iteration 10Q: 3 clusters Score -1327617 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1327761.375000 Penalty: 4617.448242
	Iteration 11Q: 3 clusters Score -1327761 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1327872.375000 Penalty: 4617.448242
	Iteration 12Q: 3 clusters Score -1327872 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1327966.125000 Penalty: 4617.448242
	Iteration 13Q: 3 clusters Score -1327966 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1328036.875000 Penalty: 4617.448242
	Iteration 14Q: 3 clusters Score -1328037 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1328094.625000 Penalty: 4617.448242
	Iteration 15Q: 3 clusters Score -1328095 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1328148.750000 Penalty: 4617.448242
	Iteration 16Q: 3 clusters Score -1328149 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1328216.875000 Penalty: 4617.448242
	Iteration 17Q: 3 clusters Score -1328217 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1328280.625000 Penalty: 4617.448242
	Iteration 18Q: 3 clusters Score -1328281 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1328359.875000 Penalty: 4617.448242
	Iteration 19Q: 3 clusters Score -1328360 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1328432.500000 Penalty: 4617.448242
	Iteration 20F: 3 clusters Score -1328432 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1328504.000000 Penalty: 4617.448242
	Iteration 21Q: 3 clusters Score -1328504 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1328577.500000 Penalty: 4617.448242
	Iteration 22Q: 3 clusters Score -1328578 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1328652.625000 Penalty: 4617.448242
	Iteration 23Q: 3 clusters Score -1328653 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1328724.625000 Penalty: 4617.448242
	Iteration 24Q: 3 clusters Score -1328725 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1328788.125000 Penalty: 4617.448242
	Iteration 25Q: 3 clusters Score -1328788 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1328853.250000 Penalty: 4617.448242
	Iteration 26Q: 3 clusters Score -1328853 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1328910.875000 Penalty: 4617.448242
	Iteration 27Q: 3 clusters Score -1328911 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1328974.500000 Penalty: 4617.448242
	Iteration 28Q: 3 clusters Score -1328974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1329035.125000 Penalty: 4617.448242
	Iteration 29Q: 3 clusters Score -1329035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1329083.000000 Penalty: 4617.448242
	Iteration 30Q: 3 clusters Score -1329083 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1329122.375000 Penalty: 4617.448242
	Iteration 31Q: 3 clusters Score -1329122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1329149.375000 Penalty: 4617.448242
	Iteration 32Q: 3 clusters Score -1329149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1329177.000000 Penalty: 4617.448242
	Iteration 33Q: 3 clusters Score -1329177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1329207.375000 Penalty: 4617.448242
	Iteration 34Q: 3 clusters Score -1329207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1329229.000000 Penalty: 4617.448242
	Iteration 35Q: 3 clusters Score -1329229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1329248.250000 Penalty: 4617.448242
	Iteration 36Q: 3 clusters Score -1329248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1329261.500000 Penalty: 4617.448242
	Iteration 37Q: 3 clusters Score -1329262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1329273.750000 Penalty: 4617.448242
	Iteration 38Q: 3 clusters Score -1329274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1329286.125000 Penalty: 4617.448242
	Iteration 39Q: 3 clusters Score -1329286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1329291.125000 Penalty: 4617.448242
	Iteration 40F: 3 clusters Score -1329291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1329301.375000 Penalty: 4617.448242
	Iteration 41Q: 3 clusters Score -1329301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1329307.875000 Penalty: 4617.448242
	Iteration 42Q: 3 clusters Score -1329308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1329310.000000 Penalty: 4617.448242
	Iteration 43Q: 3 clusters Score -1329310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1329315.500000 Penalty: 4617.448242
	Iteration 44Q: 3 clusters Score -1329316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1329324.125000 Penalty: 4617.448242
	Iteration 45Q: 3 clusters Score -1329324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1329328.500000 Penalty: 4617.448242
	Iteration 46Q: 3 clusters Score -1329328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1329337.250000 Penalty: 4617.448242
	Iteration 47Q: 3 clusters Score -1329337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1329346.750000 Penalty: 4617.448242
	Iteration 48Q: 3 clusters Score -1329347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1329357.875000 Penalty: 4617.448242
	Iteration 49Q: 3 clusters Score -1329358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1329363.375000 Penalty: 4617.448242
	Iteration 50Q: 3 clusters Score -1329363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1329375.500000 Penalty: 4617.448242
	Iteration 51Q: 3 clusters Score -1329376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1329381.875000 Penalty: 4617.448242
	Iteration 52Q: 3 clusters Score -1329382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1329386.250000 Penalty: 4617.448242
	Iteration 53Q: 3 clusters Score -1329386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1329385.625000 Penalty: 4617.448242
	Iteration 54Q: 3 clusters Score -1329386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1329389.125000 Penalty: 4617.448242
	Iteration 55Q: 3 clusters Score -1329389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1329388.125000 Penalty: 4617.448242
	Iteration 56Q: 3 clusters Score -1329388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1329395.250000 Penalty: 4617.448242
	Iteration 57Q: 3 clusters Score -1329395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1329397.000000 Penalty: 4617.448242
	Iteration 58Q: 3 clusters Score -1329397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1329397.250000 Penalty: 4617.448242
	Iteration 59Q: 3 clusters Score -1329397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1329397.500000 Penalty: 4617.448242
	Iteration 60F: 3 clusters Score -1329398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1329397.750000 Penalty: 4617.448242
	Iteration 61Q: 3 clusters Score -1329398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1329400.250000 Penalty: 4617.448242
	Iteration 62Q: 3 clusters Score -1329400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1329400.250000 Penalty: 4617.448242
	Iteration 63F: 3 clusters Score -1329400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Entering Unmasked Estep 
Score: -1227877.000000 Penalty: 2286.632324
	Iteration 0F: 2 clusters Score -1227877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1220073.625000 Penalty: 4573.264648
	Iteration 0F: 3 clusters Score -1220074 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1222329.000000 Penalty: 4573.264648
	Iteration 1F: 3 clusters Score -1222329 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1222689.125000 Penalty: 4573.264648
	Iteration 2F: 3 clusters Score -1222689 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1222995.125000 Penalty: 4573.264648
	Iteration 3F: 3 clusters Score -1222995 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1223247.000000 Penalty: 4573.264648
	Iteration 4Q: 3 clusters Score -1223247 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1223436.500000 Penalty: 4573.264648
	Iteration 5Q: 3 clusters Score -1223436 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1223618.125000 Penalty: 4573.264648
	Iteration 6Q: 3 clusters Score -1223618 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1223820.125000 Penalty: 4573.264648
	Iteration 7Q: 3 clusters Score -1223820 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1224022.000000 Penalty: 4573.264648
	Iteration 8Q: 3 clusters Score -1224022 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1224242.750000 Penalty: 4573.264648
	Iteration 9Q: 3 clusters Score -1224243 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1224483.875000 Penalty: 4573.264648
	Iteration 10Q: 3 clusters Score -1224484 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1224747.625000 Penalty: 4573.264648
	Iteration 11Q: 3 clusters Score -1224748 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1225080.125000 Penalty: 4573.264648
	Iteration 12Q: 3 clusters Score -1225080 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1225454.625000 Penalty: 4573.264648
	Iteration 13Q: 3 clusters Score -1225455 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1225930.000000 Penalty: 4573.264648
	Iteration 14Q: 3 clusters Score -1225930 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1226525.375000 Penalty: 4573.264648
	Iteration 15Q: 3 clusters Score -1226525 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1227069.500000 Penalty: 4573.264648
	Iteration 16Q: 3 clusters Score -1227070 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1227359.000000 Penalty: 4573.264648
	Iteration 17Q: 3 clusters Score -1227359 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1227504.500000 Penalty: 4573.264648
	Iteration 18Q: 3 clusters Score -1227504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1227559.750000 Penalty: 4573.264648
	Iteration 19Q: 3 clusters Score -1227560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1227585.250000 Penalty: 4573.264648
	Iteration 20F: 3 clusters Score -1227585 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1227603.125000 Penalty: 4573.264648
	Iteration 21Q: 3 clusters Score -1227603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1227610.000000 Penalty: 4573.264648
	Iteration 22Q: 3 clusters Score -1227610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1227613.500000 Penalty: 4573.264648
	Iteration 23Q: 3 clusters Score -1227614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1227618.000000 Penalty: 4573.264648
	Iteration 24Q: 3 clusters Score -1227618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1227619.500000 Penalty: 4573.264648
	Iteration 25Q: 3 clusters Score -1227620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1227619.250000 Penalty: 4573.264648
	Iteration 26Q: 3 clusters Score -1227619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1227621.625000 Penalty: 4573.264648
	Iteration 27Q: 3 clusters Score -1227622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1227622.750000 Penalty: 4573.264648
	Iteration 28Q: 3 clusters Score -1227623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1227622.875000 Penalty: 4573.264648
	Iteration 29Q: 3 clusters Score -1227623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1227624.500000 Penalty: 4573.264648
	Iteration 30Q: 3 clusters Score -1227624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1227623.375000 Penalty: 4573.264648
	Iteration 31Q: 3 clusters Score -1227623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1227623.000000 Penalty: 4573.264648
	Iteration 32Q: 3 clusters Score -1227623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1227624.875000 Penalty: 4573.264648
	Iteration 33Q: 3 clusters Score -1227625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1227623.625000 Penalty: 4573.264648
	Iteration 34Q: 3 clusters Score -1227624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1227623.625000 Penalty: 4573.264648
	Iteration 35F: 3 clusters Score -1227624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -175189.281250 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -175189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -172931.765625 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -172931.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173270.562500 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -173270.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -173369.906250 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -173369.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -173420.156250 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -173420.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -173447.625000 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -173447.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -173467.093750 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -173467.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173476.250000 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -173476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173483.875000 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -173483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -173492.421875 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -173492.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -173498.203125 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -173498.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -173506.421875 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -173506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -173512.750000 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -173512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -173516.843750 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -173516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -173524.484375 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -173524.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -173527.890625 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -173527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -173529.718750 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -173529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -173529.718750 Penalty: 3605.384277
	Iteration 16F: 3 clusters Score -173529.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Entering Unmasked Estep 
Score: -716670.437500 Penalty: 2155.820801
	Iteration 0F: 2 clusters Score -716670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -711498.000000 Penalty: 4311.641602
	Iteration 0F: 3 clusters Score -711498 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -712752.500000 Penalty: 4311.641602
	Iteration 1F: 3 clusters Score -712752.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -713024.187500 Penalty: 4311.641602
	Iteration 2F: 3 clusters Score -713024.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -713209.000000 Penalty: 4311.641602
	Iteration 3F: 3 clusters Score -713209 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -713354.750000 Penalty: 4311.641602
	Iteration 4Q: 3 clusters Score -713354.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -713467.812500 Penalty: 4311.641602
	Iteration 5Q: 3 clusters Score -713467.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -713583.000000 Penalty: 4311.641602
	Iteration 6Q: 3 clusters Score -713583 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -713700.937500 Penalty: 4311.641602
	Iteration 7Q: 3 clusters Score -713700.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -713843.312500 Penalty: 4311.641602
	Iteration 8Q: 3 clusters Score -713843.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -714009.437500 Penalty: 4311.641602
	Iteration 9Q: 3 clusters Score -714009.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -714215.187500 Penalty: 4311.641602
	Iteration 10Q: 3 clusters Score -714215.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -714427.687500 Penalty: 4311.641602
	Iteration 11Q: 3 clusters Score -714427.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -714623.562500 Penalty: 4311.641602
	Iteration 12Q: 3 clusters Score -714623.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -714807.437500 Penalty: 4311.641602
	Iteration 13Q: 3 clusters Score -714807.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -714951.375000 Penalty: 4311.641602
	Iteration 14Q: 3 clusters Score -714951.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -715052.875000 Penalty: 4311.641602
	Iteration 15Q: 3 clusters Score -715052.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -715124.750000 Penalty: 4311.641602
	Iteration 16Q: 3 clusters Score -715124.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -715183.625000 Penalty: 4311.641602
	Iteration 17Q: 3 clusters Score -715183.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -715224.875000 Penalty: 4311.641602
	Iteration 18Q: 3 clusters Score -715224.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -715251.812500 Penalty: 4311.641602
	Iteration 19Q: 3 clusters Score -715251.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -715266.937500 Penalty: 4311.641602
	Iteration 20F: 3 clusters Score -715266.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -715275.687500 Penalty: 4311.641602
	Iteration 21Q: 3 clusters Score -715275.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -715283.562500 Penalty: 4311.641602
	Iteration 22Q: 3 clusters Score -715283.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -715293.437500 Penalty: 4311.641602
	Iteration 23Q: 3 clusters Score -715293.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -715297.937500 Penalty: 4311.641602
	Iteration 24Q: 3 clusters Score -715297.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -715301.625000 Penalty: 4311.641602
	Iteration 25Q: 3 clusters Score -715301.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -715304.562500 Penalty: 4311.641602
	Iteration 26Q: 3 clusters Score -715304.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -715309.500000 Penalty: 4311.641602
	Iteration 27Q: 3 clusters Score -715309.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -715311.687500 Penalty: 4311.641602
	Iteration 28Q: 3 clusters Score -715311.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -715313.375000 Penalty: 4311.641602
	Iteration 29Q: 3 clusters Score -715313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -715315.187500 Penalty: 4311.641602
	Iteration 30Q: 3 clusters Score -715315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -715317.812500 Penalty: 4311.641602
	Iteration 31Q: 3 clusters Score -715317.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -715320.687500 Penalty: 4311.641602
	Iteration 32Q: 3 clusters Score -715320.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -715323.875000 Penalty: 4311.641602
	Iteration 33Q: 3 clusters Score -715323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -715323.687500 Penalty: 4311.641602
	Iteration 34Q: 3 clusters Score -715323.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -715326.375000 Penalty: 4311.641602
	Iteration 35Q: 3 clusters Score -715326.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -715327.750000 Penalty: 4311.641602
	Iteration 36Q: 3 clusters Score -715327.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -715328.812500 Penalty: 4311.641602
	Iteration 37Q: 3 clusters Score -715328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -715330.125000 Penalty: 4311.641602
	Iteration 38Q: 3 clusters Score -715330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -715330.625000 Penalty: 4311.641602
	Iteration 39Q: 3 clusters Score -715330.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -715331.187500 Penalty: 4311.641602
	Iteration 40F: 3 clusters Score -715331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -715332.187500 Penalty: 4311.641602
	Iteration 41Q: 3 clusters Score -715332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -715334.500000 Penalty: 4311.641602
	Iteration 42Q: 3 clusters Score -715334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -715335.437500 Penalty: 4311.641602
	Iteration 43Q: 3 clusters Score -715335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -715334.750000 Penalty: 4311.641602
	Iteration 44Q: 3 clusters Score -715334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -715334.687500 Penalty: 4311.641602
	Iteration 45Q: 3 clusters Score -715334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -715334.687500 Penalty: 4311.641602
	Iteration 46F: 3 clusters Score -715334.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Entering Unmasked Estep 
Score: -1119923.125000 Penalty: 2267.125000
	Iteration 0F: 2 clusters Score -1119923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1112710.000000 Penalty: 4534.250000
	Iteration 0F: 3 clusters Score -1112710 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1114804.625000 Penalty: 4534.250000
	Iteration 1F: 3 clusters Score -1114805 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1115079.125000 Penalty: 4534.250000
	Iteration 2F: 3 clusters Score -1115079 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1115302.000000 Penalty: 4534.250000
	Iteration 3Q: 3 clusters Score -1115302 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1115513.375000 Penalty: 4534.250000
	Iteration 4Q: 3 clusters Score -1115513 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1115715.625000 Penalty: 4534.250000
	Iteration 5Q: 3 clusters Score -1115716 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1115931.125000 Penalty: 4534.250000
	Iteration 6Q: 3 clusters Score -1115931 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1116154.500000 Penalty: 4534.250000
	Iteration 7Q: 3 clusters Score -1116154 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1116382.000000 Penalty: 4534.250000
	Iteration 8Q: 3 clusters Score -1116382 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1116632.375000 Penalty: 4534.250000
	Iteration 9Q: 3 clusters Score -1116632 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1116863.750000 Penalty: 4534.250000
	Iteration 10Q: 3 clusters Score -1116864 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1117075.875000 Penalty: 4534.250000
	Iteration 11Q: 3 clusters Score -1117076 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1117245.000000 Penalty: 4534.250000
	Iteration 12Q: 3 clusters Score -1117245 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1117394.500000 Penalty: 4534.250000
	Iteration 13Q: 3 clusters Score -1117394 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1117513.250000 Penalty: 4534.250000
	Iteration 14Q: 3 clusters Score -1117513 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1117607.500000 Penalty: 4534.250000
	Iteration 15Q: 3 clusters Score -1117608 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1117674.750000 Penalty: 4534.250000
	Iteration 16Q: 3 clusters Score -1117675 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1117719.125000 Penalty: 4534.250000
	Iteration 17Q: 3 clusters Score -1117719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1117756.500000 Penalty: 4534.250000
	Iteration 18Q: 3 clusters Score -1117756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1117796.000000 Penalty: 4534.250000
	Iteration 19Q: 3 clusters Score -1117796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1117842.875000 Penalty: 4534.250000
	Iteration 20F: 3 clusters Score -1117843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1117884.250000 Penalty: 4534.250000
	Iteration 21Q: 3 clusters Score -1117884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1117908.125000 Penalty: 4534.250000
	Iteration 22Q: 3 clusters Score -1117908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1117930.375000 Penalty: 4534.250000
	Iteration 23Q: 3 clusters Score -1117930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1117941.375000 Penalty: 4534.250000
	Iteration 24Q: 3 clusters Score -1117941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1117955.125000 Penalty: 4534.250000
	Iteration 25Q: 3 clusters Score -1117955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1117970.500000 Penalty: 4534.250000
	Iteration 26Q: 3 clusters Score -1117970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1117983.125000 Penalty: 4534.250000
	Iteration 27Q: 3 clusters Score -1117983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1117990.750000 Penalty: 4534.250000
	Iteration 28Q: 3 clusters Score -1117991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1117994.750000 Penalty: 4534.250000
	Iteration 29Q: 3 clusters Score -1117995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1117998.625000 Penalty: 4534.250000
	Iteration 30Q: 3 clusters Score -1117999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1118002.125000 Penalty: 4534.250000
	Iteration 31Q: 3 clusters Score -1118002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1118005.750000 Penalty: 4534.250000
	Iteration 32Q: 3 clusters Score -1118006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1118008.250000 Penalty: 4534.250000
	Iteration 33Q: 3 clusters Score -1118008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1118007.750000 Penalty: 4534.250000
	Iteration 34Q: 3 clusters Score -1118008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1118012.250000 Penalty: 4534.250000
	Iteration 35Q: 3 clusters Score -1118012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1118012.250000 Penalty: 4534.250000
	Iteration 36F: 3 clusters Score -1118012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Entering Unmasked Estep 
Score: -759775.187500 Penalty: 2168.869873
	Iteration 0F: 2 clusters Score -759775.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -754454.250000 Penalty: 4337.739746
	Iteration 0F: 3 clusters Score -754454.2 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -755953.375000 Penalty: 4337.739746
	Iteration 1F: 3 clusters Score -755953.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -756301.750000 Penalty: 4337.739746
	Iteration 2F: 3 clusters Score -756301.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -756675.000000 Penalty: 4337.739746
	Iteration 3F: 3 clusters Score -756675 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -757087.875000 Penalty: 4337.739746
	Iteration 4F: 3 clusters Score -757087.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -757453.750000 Penalty: 4337.739746
	Iteration 5F: 3 clusters Score -757453.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -757788.687500 Penalty: 4337.739746
	Iteration 6F: 3 clusters Score -757788.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -758018.500000 Penalty: 4337.739746
	Iteration 7Q: 3 clusters Score -758018.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -758165.875000 Penalty: 4337.739746
	Iteration 8Q: 3 clusters Score -758165.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -758261.937500 Penalty: 4337.739746
	Iteration 9Q: 3 clusters Score -758261.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -758333.000000 Penalty: 4337.739746
	Iteration 10Q: 3 clusters Score -758333 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -758384.875000 Penalty: 4337.739746
	Iteration 11Q: 3 clusters Score -758384.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -758417.062500 Penalty: 4337.739746
	Iteration 12Q: 3 clusters Score -758417.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -758435.250000 Penalty: 4337.739746
	Iteration 13Q: 3 clusters Score -758435.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -758444.750000 Penalty: 4337.739746
	Iteration 14Q: 3 clusters Score -758444.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -758453.500000 Penalty: 4337.739746
	Iteration 15Q: 3 clusters Score -758453.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -758460.750000 Penalty: 4337.739746
	Iteration 16Q: 3 clusters Score -758460.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -758465.937500 Penalty: 4337.739746
	Iteration 17Q: 3 clusters Score -758465.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -758473.312500 Penalty: 4337.739746
	Iteration 18Q: 3 clusters Score -758473.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -758476.875000 Penalty: 4337.739746
	Iteration 19Q: 3 clusters Score -758476.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -758479.562500 Penalty: 4337.739746
	Iteration 20F: 3 clusters Score -758479.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -758482.000000 Penalty: 4337.739746
	Iteration 21Q: 3 clusters Score -758482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -758484.250000 Penalty: 4337.739746
	Iteration 22Q: 3 clusters Score -758484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -758485.625000 Penalty: 4337.739746
	Iteration 23Q: 3 clusters Score -758485.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -758485.312500 Penalty: 4337.739746
	Iteration 24Q: 3 clusters Score -758485.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -758486.375000 Penalty: 4337.739746
	Iteration 25Q: 3 clusters Score -758486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -758486.937500 Penalty: 4337.739746
	Iteration 26Q: 3 clusters Score -758486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -758491.312500 Penalty: 4337.739746
	Iteration 27Q: 3 clusters Score -758491.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -758494.937500 Penalty: 4337.739746
	Iteration 28Q: 3 clusters Score -758494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -758499.250000 Penalty: 4337.739746
	Iteration 29Q: 3 clusters Score -758499.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -758498.937500 Penalty: 4337.739746
	Iteration 30Q: 3 clusters Score -758498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -758500.562500 Penalty: 4337.739746
	Iteration 31Q: 3 clusters Score -758500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -758501.687500 Penalty: 4337.739746
	Iteration 32Q: 3 clusters Score -758501.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -758505.937500 Penalty: 4337.739746
	Iteration 33Q: 3 clusters Score -758505.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -758506.687500 Penalty: 4337.739746
	Iteration 34Q: 3 clusters Score -758506.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -758505.812500 Penalty: 4337.739746
	Iteration 35Q: 3 clusters Score -758505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -758506.750000 Penalty: 4337.739746
	Iteration 36Q: 3 clusters Score -758506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -758507.937500 Penalty: 4337.739746
	Iteration 37Q: 3 clusters Score -758507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -758508.562500 Penalty: 4337.739746
	Iteration 38Q: 3 clusters Score -758508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -758508.562500 Penalty: 4337.739746
	Iteration 39F: 3 clusters Score -758508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (14045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Entering Unmasked Estep 
Score: -1715445.000000 Penalty: 2368.405518
	Iteration 0F: 2 clusters Score -1715445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1705214.625000 Penalty: 4736.811035
	Iteration 0F: 3 clusters Score -1705215 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1708410.125000 Penalty: 4736.811035
	Iteration 1F: 3 clusters Score -1708410 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1708767.250000 Penalty: 4736.811035
	Iteration 2F: 3 clusters Score -1708767 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1709035.875000 Penalty: 4736.811035
	Iteration 3F: 3 clusters Score -1709036 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1709232.500000 Penalty: 4736.811035
	Iteration 4Q: 3 clusters Score -1709232 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1709429.125000 Penalty: 4736.811035
	Iteration 5Q: 3 clusters Score -1709429 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1709646.750000 Penalty: 4736.811035
	Iteration 6Q: 3 clusters Score -1709647 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1709902.000000 Penalty: 4736.811035
	Iteration 7Q: 3 clusters Score -1709902 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1710196.500000 Penalty: 4736.811035
	Iteration 8Q: 3 clusters Score -1710196 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1710592.250000 Penalty: 4736.811035
	Iteration 9Q: 3 clusters Score -1710592 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1711025.125000 Penalty: 4736.811035
	Iteration 10Q: 3 clusters Score -1711025 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1711490.375000 Penalty: 4736.811035
	Iteration 11Q: 3 clusters Score -1711490 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1711961.125000 Penalty: 4736.811035
	Iteration 12Q: 3 clusters Score -1711961 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1712347.375000 Penalty: 4736.811035
	Iteration 13Q: 3 clusters Score -1712347 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1712645.750000 Penalty: 4736.811035
	Iteration 14Q: 3 clusters Score -1712646 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1712849.750000 Penalty: 4736.811035
	Iteration 15Q: 3 clusters Score -1712850 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1712995.875000 Penalty: 4736.811035
	Iteration 16Q: 3 clusters Score -1712996 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1713109.750000 Penalty: 4736.811035
	Iteration 17Q: 3 clusters Score -1713110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1713183.625000 Penalty: 4736.811035
	Iteration 18Q: 3 clusters Score -1713184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1713236.625000 Penalty: 4736.811035
	Iteration 19Q: 3 clusters Score -1713237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1713282.875000 Penalty: 4736.811035
	Iteration 20F: 3 clusters Score -1713283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1713323.500000 Penalty: 4736.811035
	Iteration 21Q: 3 clusters Score -1713324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1713356.750000 Penalty: 4736.811035
	Iteration 22Q: 3 clusters Score -1713357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1713386.250000 Penalty: 4736.811035
	Iteration 23Q: 3 clusters Score -1713386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1713416.125000 Penalty: 4736.811035
	Iteration 24Q: 3 clusters Score -1713416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1713438.000000 Penalty: 4736.811035
	Iteration 25Q: 3 clusters Score -1713438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1713446.500000 Penalty: 4736.811035
	Iteration 26Q: 3 clusters Score -1713446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1713452.625000 Penalty: 4736.811035
	Iteration 27Q: 3 clusters Score -1713453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1713454.500000 Penalty: 4736.811035
	Iteration 28Q: 3 clusters Score -1713454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1713454.500000 Penalty: 4736.811035
	Iteration 29F: 3 clusters Score -1713454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21893 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 9517 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 14302 members 
Mstep: Class 8 contains 7416 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 19310 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8620 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34309 members 
Mstep: Class 20 contains 14462 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 5822 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 10100 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710852.000000 Penalty: 113205.929688
Iteration 279Q: 37 clusters Score -3.571085e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21984 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 9513 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 7414 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10686 members 
Mstep: Class 11 contains 19314 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8634 members 
Mstep: Class 18 contains 18303 members 
Mstep: Class 19 contains 34311 members 
Mstep: Class 20 contains 14409 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 5813 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 10096 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 14011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710920.000000 Penalty: 113205.929688
Iteration 280F: 37 clusters Score -3.571092e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 22068 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 9512 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 7417 members 
Mstep: Class 9 contains 10271 members 
Mstep: Class 10 contains 10687 members 
Mstep: Class 11 contains 19315 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11478 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8638 members 
Mstep: Class 18 contains 18300 members 
Mstep: Class 19 contains 34313 members 
Mstep: Class 20 contains 14357 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7211 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7931 members 
Mstep: Class 27 contains 5806 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 10083 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 13982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710908.000000 Penalty: 113205.929688
Iteration 281Q: 37 clusters Score -3.571091e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 22156 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 9513 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14301 members 
Mstep: Class 8 contains 7422 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10687 members 
Mstep: Class 11 contains 19314 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11476 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8642 members 
Mstep: Class 18 contains 18302 members 
Mstep: Class 19 contains 34328 members 
Mstep: Class 20 contains 14298 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7931 members 
Mstep: Class 27 contains 5804 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11041 members 
Mstep: Class 31 contains 10074 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710932.000000 Penalty: 113205.929688
Iteration 282Q: 37 clusters Score -3.571093e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 22234 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 9514 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14300 members 
Mstep: Class 8 contains 7424 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10687 members 
Mstep: Class 11 contains 19313 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8647 members 
Mstep: Class 18 contains 18301 members 
Mstep: Class 19 contains 34337 members 
Mstep: Class 20 contains 14249 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7932 members 
Mstep: Class 27 contains 5794 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 10062 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710980.000000 Penalty: 113205.929688
Iteration 283Q: 37 clusters Score -3.571098e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 9515 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14299 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10687 members 
Mstep: Class 11 contains 19314 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8659 members 
Mstep: Class 18 contains 18301 members 
Mstep: Class 19 contains 34346 members 
Mstep: Class 20 contains 14202 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2735 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7935 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 10054 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9338 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711020.000000 Penalty: 113205.929688
Iteration 284Q: 37 clusters Score -3.571102e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 22362 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5029 members 
Mstep: Class 5 contains 9515 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14297 members 
Mstep: Class 8 contains 7428 members 
Mstep: Class 9 contains 10270 members 
Mstep: Class 10 contains 10688 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8671 members 
Mstep: Class 18 contains 18301 members 
Mstep: Class 19 contains 34345 members 
Mstep: Class 20 contains 14162 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 26 contains 7933 members 
Mstep: Class 27 contains 5773 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 10047 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 13875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711004.000000 Penalty: 113205.929688
Iteration 285Q: 37 clusters Score -3.5711e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 22428 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 9515 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14296 members 
Mstep: Class 8 contains 7431 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 11 contains 19324 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 18298 members 
Mstep: Class 19 contains 34329 members 
Mstep: Class 20 contains 14124 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7040 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4816 members 
Mstep: Class 26 contains 7932 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 10040 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6278 members 
Mstep: Class 36 contains 13865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711024.000000 Penalty: 113205.929688
Iteration 286Q: 37 clusters Score -3.571102e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22501 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14295 members 
Mstep: Class 8 contains 7433 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 11 contains 19331 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2491 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 18294 members 
Mstep: Class 19 contains 34316 members 
Mstep: Class 20 contains 14081 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7040 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4816 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 5756 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 10030 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 13849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711020.000000 Penalty: 113205.929688
Iteration 287Q: 37 clusters Score -3.571102e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22564 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14296 members 
Mstep: Class 8 contains 7432 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 11 contains 19338 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11475 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8719 members 
Mstep: Class 18 contains 18293 members 
Mstep: Class 19 contains 34311 members 
Mstep: Class 20 contains 14036 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7040 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 5752 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11039 members 
Mstep: Class 31 contains 10022 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 13829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710968.000000 Penalty: 113205.929688
Iteration 288Q: 37 clusters Score -3.571097e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22616 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 9515 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14296 members 
Mstep: Class 8 contains 7435 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19346 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 899 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8734 members 
Mstep: Class 18 contains 18290 members 
Mstep: Class 19 contains 34316 members 
Mstep: Class 20 contains 13988 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7039 members 
Mstep: Class 24 contains 7213 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 5747 members 
Mstep: Class 28 contains 5992 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11039 members 
Mstep: Class 31 contains 10018 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 13805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711008.000000 Penalty: 113205.929688
Iteration 289Q: 37 clusters Score -3.571101e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22687 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 7442 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19348 members 
Mstep: Class 12 contains 14986 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3278 members 
Mstep: Class 17 contains 8751 members 
Mstep: Class 18 contains 18287 members 
Mstep: Class 19 contains 34309 members 
Mstep: Class 20 contains 13945 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7923 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 5990 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11039 members 
Mstep: Class 31 contains 10009 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6278 members 
Mstep: Class 36 contains 13787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711064.000000 Penalty: 113205.929688
Iteration 290Q: 37 clusters Score -3.571106e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22756 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 7446 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19352 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 18282 members 
Mstep: Class 19 contains 34304 members 
Mstep: Class 20 contains 13894 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4818 members 
Mstep: Class 26 contains 7923 members 
Mstep: Class 27 contains 5739 members 
Mstep: Class 28 contains 5988 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 9998 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6277 members 
Mstep: Class 36 contains 13774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711044.000000 Penalty: 113205.929688
Iteration 291Q: 37 clusters Score -3.571104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22803 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 9515 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 7451 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19360 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8774 members 
Mstep: Class 18 contains 18284 members 
Mstep: Class 19 contains 34301 members 
Mstep: Class 20 contains 13849 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4816 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 5734 members 
Mstep: Class 28 contains 5988 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 9993 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6276 members 
Mstep: Class 36 contains 13762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711052.000000 Penalty: 113205.929688
Iteration 292Q: 37 clusters Score -3.571105e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22855 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 9515 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7452 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19366 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8783 members 
Mstep: Class 18 contains 18279 members 
Mstep: Class 19 contains 34301 members 
Mstep: Class 20 contains 13813 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7039 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4814 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 5730 members 
Mstep: Class 28 contains 5988 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 9992 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9334 members 
Mstep: Class 35 contains 6277 members 
Mstep: Class 36 contains 13743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710976.000000 Penalty: 113205.929688
Iteration 293Q: 37 clusters Score -3.571098e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22899 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 9514 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7459 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11474 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 18 contains 18281 members 
Mstep: Class 19 contains 34303 members 
Mstep: Class 20 contains 13778 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7919 members 
Mstep: Class 27 contains 5725 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11039 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9334 members 
Mstep: Class 35 contains 6278 members 
Mstep: Class 36 contains 13728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710996.000000 Penalty: 113205.929688
Iteration 294Q: 37 clusters Score -3.5711e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22951 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 9513 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7465 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 14984 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8806 members 
Mstep: Class 18 contains 18290 members 
Mstep: Class 19 contains 34296 members 
Mstep: Class 20 contains 13736 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7920 members 
Mstep: Class 27 contains 5715 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11040 members 
Mstep: Class 31 contains 9981 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6278 members 
Mstep: Class 36 contains 13717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710988.000000 Penalty: 113205.929688
Iteration 295Q: 37 clusters Score -3.571099e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22985 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 5024 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 14983 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8822 members 
Mstep: Class 18 contains 18293 members 
Mstep: Class 19 contains 34285 members 
Mstep: Class 20 contains 13714 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2736 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7920 members 
Mstep: Class 27 contains 5708 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11043 members 
Mstep: Class 31 contains 9972 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6278 members 
Mstep: Class 36 contains 13704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711028.000000 Penalty: 113205.929688
Iteration 296Q: 37 clusters Score -3.571103e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 23019 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 9503 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7487 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 14982 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8837 members 
Mstep: Class 18 contains 18288 members 
Mstep: Class 19 contains 34281 members 
Mstep: Class 20 contains 13687 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7919 members 
Mstep: Class 27 contains 5701 members 
Mstep: Class 28 contains 5988 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9957 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 13700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711040.000000 Penalty: 113205.929688
Iteration 297Q: 37 clusters Score -3.571104e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 23051 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 9501 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7501 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 14982 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8855 members 
Mstep: Class 18 contains 18287 members 
Mstep: Class 19 contains 34275 members 
Mstep: Class 20 contains 13662 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2737 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 7917 members 
Mstep: Class 27 contains 5691 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9948 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 13691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711016.000000 Penalty: 113205.929688
Iteration 298Q: 37 clusters Score -3.571102e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 23076 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 9500 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 14982 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8868 members 
Mstep: Class 18 contains 18287 members 
Mstep: Class 19 contains 34271 members 
Mstep: Class 20 contains 13644 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 7919 members 
Mstep: Class 27 contains 5686 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9938 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 13684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710980.000000 Penalty: 113205.929688
Iteration 299Q: 37 clusters Score -3.571098e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23103 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 9499 members 
Mstep: Class 6 contains 2512 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7505 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 11 contains 19376 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8874 members 
Mstep: Class 18 contains 18287 members 
Mstep: Class 19 contains 34261 members 
Mstep: Class 20 contains 13629 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 7923 members 
Mstep: Class 27 contains 5680 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9930 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 13681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710976.000000 Penalty: 113205.929688
Iteration 300F: 37 clusters Score -3.571098e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23128 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 9499 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 11472 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8878 members 
Mstep: Class 18 contains 18285 members 
Mstep: Class 19 contains 34259 members 
Mstep: Class 20 contains 13610 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 5678 members 
Mstep: Class 28 contains 5989 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9926 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6279 members 
Mstep: Class 36 contains 13677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710980.000000 Penalty: 113205.929688
Iteration 301Q: 37 clusters Score -3.571098e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23162 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7515 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 11 contains 19376 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8887 members 
Mstep: Class 18 contains 18282 members 
Mstep: Class 19 contains 34255 members 
Mstep: Class 20 contains 13592 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 5678 members 
Mstep: Class 28 contains 5988 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9921 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710976.000000 Penalty: 113205.929688
Iteration 302Q: 37 clusters Score -3.571098e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23188 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19377 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 11473 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8895 members 
Mstep: Class 18 contains 18279 members 
Mstep: Class 19 contains 34248 members 
Mstep: Class 20 contains 13581 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4809 members 
Mstep: Class 26 contains 7923 members 
Mstep: Class 27 contains 5675 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9917 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711064.000000 Penalty: 113205.929688
Iteration 303Q: 37 clusters Score -3.571106e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23228 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 9497 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 19377 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8899 members 
Mstep: Class 18 contains 18279 members 
Mstep: Class 19 contains 34243 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 5674 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11047 members 
Mstep: Class 31 contains 9915 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9335 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711104.000000 Penalty: 113205.929688
Iteration 304Q: 37 clusters Score -3.57111e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23258 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8904 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 34242 members 
Mstep: Class 20 contains 13555 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 5673 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9910 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9336 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711052.000000 Penalty: 113205.929688
Iteration 305Q: 37 clusters Score -3.571105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23294 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 9496 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8908 members 
Mstep: Class 18 contains 18283 members 
Mstep: Class 19 contains 34233 members 
Mstep: Class 20 contains 13541 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7923 members 
Mstep: Class 27 contains 5671 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9906 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9337 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711088.000000 Penalty: 113205.929688
Iteration 306Q: 37 clusters Score -3.571109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23319 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 9495 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8911 members 
Mstep: Class 18 contains 18286 members 
Mstep: Class 19 contains 34230 members 
Mstep: Class 20 contains 13525 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 5671 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9338 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711124.000000 Penalty: 113205.929688
Iteration 307Q: 37 clusters Score -3.571112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23338 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 9494 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8912 members 
Mstep: Class 18 contains 18286 members 
Mstep: Class 19 contains 34228 members 
Mstep: Class 20 contains 13517 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9904 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711080.000000 Penalty: 113205.929688
Iteration 308Q: 37 clusters Score -3.571108e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23354 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 9490 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19368 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11470 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8912 members 
Mstep: Class 18 contains 18285 members 
Mstep: Class 19 contains 34228 members 
Mstep: Class 20 contains 13506 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9903 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711108.000000 Penalty: 113205.929688
Iteration 309Q: 37 clusters Score -3.571111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23375 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 9489 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11469 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8912 members 
Mstep: Class 18 contains 18286 members 
Mstep: Class 19 contains 34222 members 
Mstep: Class 20 contains 13495 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9902 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711096.000000 Penalty: 113205.929688
Iteration 310Q: 37 clusters Score -3.57111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23395 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 9489 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11468 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8912 members 
Mstep: Class 18 contains 18286 members 
Mstep: Class 19 contains 34220 members 
Mstep: Class 20 contains 13485 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 5986 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9902 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711112.000000 Penalty: 113205.929688
Iteration 311Q: 37 clusters Score -3.571111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23418 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5006 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11467 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 18286 members 
Mstep: Class 19 contains 34220 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7924 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9902 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711088.000000 Penalty: 113205.929688
Iteration 312Q: 37 clusters Score -3.571109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23443 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11467 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8915 members 
Mstep: Class 18 contains 18288 members 
Mstep: Class 19 contains 34216 members 
Mstep: Class 20 contains 13455 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 5670 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9901 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711084.000000 Penalty: 113205.929688
Iteration 313Q: 37 clusters Score -3.571108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23468 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8917 members 
Mstep: Class 18 contains 18289 members 
Mstep: Class 19 contains 34211 members 
Mstep: Class 20 contains 13442 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 5669 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9899 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711092.000000 Penalty: 113205.929688
Iteration 314Q: 37 clusters Score -3.571109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 23487 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8918 members 
Mstep: Class 18 contains 18289 members 
Mstep: Class 19 contains 34204 members 
Mstep: Class 20 contains 13432 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7926 members 
Mstep: Class 27 contains 5669 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9898 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711080.000000 Penalty: 113205.929688
Iteration 315Q: 37 clusters Score -3.571108e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23502 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8923 members 
Mstep: Class 18 contains 18289 members 
Mstep: Class 19 contains 34200 members 
Mstep: Class 20 contains 13421 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7925 members 
Mstep: Class 27 contains 5668 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9898 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711080.000000 Penalty: 113205.929688
Iteration 316Q: 37 clusters Score -3.571108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23524 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7524 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8927 members 
Mstep: Class 18 contains 18287 members 
Mstep: Class 19 contains 34197 members 
Mstep: Class 20 contains 13408 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7928 members 
Mstep: Class 27 contains 5668 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9899 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711072.000000 Penalty: 113205.929688
Iteration 317Q: 37 clusters Score -3.571107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23550 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 9487 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19366 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 18286 members 
Mstep: Class 19 contains 34191 members 
Mstep: Class 20 contains 13395 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7929 members 
Mstep: Class 27 contains 5668 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9899 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711068.000000 Penalty: 113205.929688
Iteration 318Q: 37 clusters Score -3.571107e+07 nChanged 39
Entering ConstructFrom: 
Score: -35711068.000000 Penalty: 113205.929688
Entering ConstructFrom: 
Trying to split cluster 1 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -285919.750000 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -285919.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -283034.656250 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -283034.7 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -283608.562500 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -283608.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -283771.437500 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -283771.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -283875.062500 Penalty: 3862.541504
	Iteration 3Q: 3 clusters Score -283875.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -283932.750000 Penalty: 3862.541504
	Iteration 4Q: 3 clusters Score -283932.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -283977.000000 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -283977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -284001.125000 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -284001.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -284015.312500 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -284015.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -284026.656250 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -284026.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284035.093750 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -284035.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -284042.187500 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -284042.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284050.093750 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -284050.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -284055.062500 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -284055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -284059.750000 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -284059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -284063.562500 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -284063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -284067.687500 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -284067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284070.750000 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -284070.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284073.656250 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -284073.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -284075.375000 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -284075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -284076.468750 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -284076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -284078.625000 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -284078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -284079.968750 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -284080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -284081.593750 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -284081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -284082.093750 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -284082.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -284082.093750 Penalty: 3862.541504
	Iteration 24F: 3 clusters Score -284082.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Entering Unmasked Estep 
Score: -2831535.000000 Penalty: 2496.828613
	Iteration 0F: 2 clusters Score -2831535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2815087.750000 Penalty: 4993.657227
	Iteration 0F: 3 clusters Score -2815088 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2820755.750000 Penalty: 4993.657227
	Iteration 1F: 3 clusters Score -2820756 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2821213.750000 Penalty: 4993.657227
	Iteration 2F: 3 clusters Score -2821214 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2821554.250000 Penalty: 4993.657227
	Iteration 3Q: 3 clusters Score -2821554 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2821886.250000 Penalty: 4993.657227
	Iteration 4Q: 3 clusters Score -2821886 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2822275.000000 Penalty: 4993.657227
	Iteration 5Q: 3 clusters Score -2822275 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2822748.250000 Penalty: 4993.657227
	Iteration 6Q: 3 clusters Score -2822748 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2823402.250000 Penalty: 4993.657227
	Iteration 7Q: 3 clusters Score -2823402 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2824324.750000 Penalty: 4993.657227
	Iteration 8F: 3 clusters Score -2824325 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2825570.750000 Penalty: 4993.657227
	Iteration 9F: 3 clusters Score -2825571 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2826942.500000 Penalty: 4993.657227
	Iteration 10F: 3 clusters Score -2826942 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2828377.500000 Penalty: 4993.657227
	Iteration 11Q: 3 clusters Score -2828378 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2829398.000000 Penalty: 4993.657227
	Iteration 12Q: 3 clusters Score -2829398 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2829886.750000 Penalty: 4993.657227
	Iteration 13Q: 3 clusters Score -2829887 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2830070.500000 Penalty: 4993.657227
	Iteration 14Q: 3 clusters Score -2830070 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2830162.250000 Penalty: 4993.657227
	Iteration 15Q: 3 clusters Score -2830162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2830211.750000 Penalty: 4993.657227
	Iteration 16Q: 3 clusters Score -2830212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2830232.500000 Penalty: 4993.657227
	Iteration 17Q: 3 clusters Score -2830232 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2830247.750000 Penalty: 4993.657227
	Iteration 18Q: 3 clusters Score -2830248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2830269.250000 Penalty: 4993.657227
	Iteration 19Q: 3 clusters Score -2830269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2830297.250000 Penalty: 4993.657227
	Iteration 20F: 3 clusters Score -2830297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2830305.250000 Penalty: 4993.657227
	Iteration 21Q: 3 clusters Score -2830305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2830308.000000 Penalty: 4993.657227
	Iteration 22Q: 3 clusters Score -2830308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2830313.000000 Penalty: 4993.657227
	Iteration 23Q: 3 clusters Score -2830313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2830322.500000 Penalty: 4993.657227
	Iteration 24Q: 3 clusters Score -2830322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2830326.500000 Penalty: 4993.657227
	Iteration 25Q: 3 clusters Score -2830326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2830326.000000 Penalty: 4993.657227
	Iteration 26Q: 3 clusters Score -2830326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2830329.750000 Penalty: 4993.657227
	Iteration 27Q: 3 clusters Score -2830330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2830329.500000 Penalty: 4993.657227
	Iteration 28Q: 3 clusters Score -2830330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2830327.250000 Penalty: 4993.657227
	Iteration 29Q: 3 clusters Score -2830327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2830324.000000 Penalty: 4993.657227
	Iteration 30Q: 3 clusters Score -2830324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2830330.000000 Penalty: 4993.657227
	Iteration 31Q: 3 clusters Score -2830330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2830332.000000 Penalty: 4993.657227
	Iteration 32Q: 3 clusters Score -2830332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2830332.750000 Penalty: 4993.657227
	Iteration 33Q: 3 clusters Score -2830333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2830332.500000 Penalty: 4993.657227
	Iteration 34Q: 3 clusters Score -2830332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2830335.000000 Penalty: 4993.657227
	Iteration 35Q: 3 clusters Score -2830335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2830328.250000 Penalty: 4993.657227
	Iteration 36Q: 3 clusters Score -2830328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2830328.250000 Penalty: 4993.657227
	Iteration 37F: 3 clusters Score -2830328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Entering Unmasked Estep 
Score: -375816.406250 Penalty: 2016.254639
	Iteration 0F: 2 clusters Score -375816.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -372279.343750 Penalty: 4032.509277
	Iteration 0F: 3 clusters Score -372279.3 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -373090.250000 Penalty: 4032.509277
	Iteration 1F: 3 clusters Score -373090.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -373269.375000 Penalty: 4032.509277
	Iteration 2F: 3 clusters Score -373269.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -373362.875000 Penalty: 4032.509277
	Iteration 3Q: 3 clusters Score -373362.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -373423.593750 Penalty: 4032.509277
	Iteration 4Q: 3 clusters Score -373423.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -373467.812500 Penalty: 4032.509277
	Iteration 5Q: 3 clusters Score -373467.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -373494.562500 Penalty: 4032.509277
	Iteration 6Q: 3 clusters Score -373494.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -373513.000000 Penalty: 4032.509277
	Iteration 7Q: 3 clusters Score -373513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -373525.250000 Penalty: 4032.509277
	Iteration 8Q: 3 clusters Score -373525.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -373538.937500 Penalty: 4032.509277
	Iteration 9Q: 3 clusters Score -373538.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -373553.625000 Penalty: 4032.509277
	Iteration 10Q: 3 clusters Score -373553.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -373562.812500 Penalty: 4032.509277
	Iteration 11Q: 3 clusters Score -373562.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -373569.656250 Penalty: 4032.509277
	Iteration 12Q: 3 clusters Score -373569.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -373575.562500 Penalty: 4032.509277
	Iteration 13Q: 3 clusters Score -373575.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -373581.312500 Penalty: 4032.509277
	Iteration 14Q: 3 clusters Score -373581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -373585.343750 Penalty: 4032.509277
	Iteration 15Q: 3 clusters Score -373585.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -373591.125000 Penalty: 4032.509277
	Iteration 16Q: 3 clusters Score -373591.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -373599.218750 Penalty: 4032.509277
	Iteration 17Q: 3 clusters Score -373599.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -373609.593750 Penalty: 4032.509277
	Iteration 18Q: 3 clusters Score -373609.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -373624.937500 Penalty: 4032.509277
	Iteration 19Q: 3 clusters Score -373624.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -373637.156250 Penalty: 4032.509277
	Iteration 20F: 3 clusters Score -373637.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -373646.656250 Penalty: 4032.509277
	Iteration 21Q: 3 clusters Score -373646.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -373656.531250 Penalty: 4032.509277
	Iteration 22Q: 3 clusters Score -373656.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -373672.875000 Penalty: 4032.509277
	Iteration 23Q: 3 clusters Score -373672.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -373695.000000 Penalty: 4032.509277
	Iteration 24Q: 3 clusters Score -373695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -373730.468750 Penalty: 4032.509277
	Iteration 25Q: 3 clusters Score -373730.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -373759.062500 Penalty: 4032.509277
	Iteration 26Q: 3 clusters Score -373759.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -373790.625000 Penalty: 4032.509277
	Iteration 27Q: 3 clusters Score -373790.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -373820.093750 Penalty: 4032.509277
	Iteration 28Q: 3 clusters Score -373820.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -373860.281250 Penalty: 4032.509277
	Iteration 29Q: 3 clusters Score -373860.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -373903.062500 Penalty: 4032.509277
	Iteration 30Q: 3 clusters Score -373903.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -373938.375000 Penalty: 4032.509277
	Iteration 31Q: 3 clusters Score -373938.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -373977.562500 Penalty: 4032.509277
	Iteration 32Q: 3 clusters Score -373977.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -374015.375000 Penalty: 4032.509277
	Iteration 33Q: 3 clusters Score -374015.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -374058.281250 Penalty: 4032.509277
	Iteration 34Q: 3 clusters Score -374058.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -374095.593750 Penalty: 4032.509277
	Iteration 35Q: 3 clusters Score -374095.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -374143.343750 Penalty: 4032.509277
	Iteration 36Q: 3 clusters Score -374143.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -374186.531250 Penalty: 4032.509277
	Iteration 37Q: 3 clusters Score -374186.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -374219.812500 Penalty: 4032.509277
	Iteration 38Q: 3 clusters Score -374219.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -374251.343750 Penalty: 4032.509277
	Iteration 39Q: 3 clusters Score -374251.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -374277.000000 Penalty: 4032.509277
	Iteration 40F: 3 clusters Score -374277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -374304.500000 Penalty: 4032.509277
	Iteration 41Q: 3 clusters Score -374304.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -374341.937500 Penalty: 4032.509277
	Iteration 42Q: 3 clusters Score -374341.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -374375.250000 Penalty: 4032.509277
	Iteration 43Q: 3 clusters Score -374375.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -374405.343750 Penalty: 4032.509277
	Iteration 44Q: 3 clusters Score -374405.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -374427.968750 Penalty: 4032.509277
	Iteration 45Q: 3 clusters Score -374428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -374451.437500 Penalty: 4032.509277
	Iteration 46Q: 3 clusters Score -374451.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -374475.250000 Penalty: 4032.509277
	Iteration 47Q: 3 clusters Score -374475.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -374493.187500 Penalty: 4032.509277
	Iteration 48Q: 3 clusters Score -374493.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -374511.312500 Penalty: 4032.509277
	Iteration 49Q: 3 clusters Score -374511.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -374532.281250 Penalty: 4032.509277
	Iteration 50Q: 3 clusters Score -374532.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -374552.781250 Penalty: 4032.509277
	Iteration 51Q: 3 clusters Score -374552.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -374570.375000 Penalty: 4032.509277
	Iteration 52Q: 3 clusters Score -374570.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -374585.468750 Penalty: 4032.509277
	Iteration 53Q: 3 clusters Score -374585.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -374601.625000 Penalty: 4032.509277
	Iteration 54Q: 3 clusters Score -374601.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -374613.687500 Penalty: 4032.509277
	Iteration 55Q: 3 clusters Score -374613.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -374628.093750 Penalty: 4032.509277
	Iteration 56Q: 3 clusters Score -374628.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -374634.875000 Penalty: 4032.509277
	Iteration 57Q: 3 clusters Score -374634.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -374643.406250 Penalty: 4032.509277
	Iteration 58Q: 3 clusters Score -374643.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -374662.875000 Penalty: 4032.509277
	Iteration 59Q: 3 clusters Score -374662.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -374678.781250 Penalty: 4032.509277
	Iteration 60F: 3 clusters Score -374678.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -374692.875000 Penalty: 4032.509277
	Iteration 61Q: 3 clusters Score -374692.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -374700.812500 Penalty: 4032.509277
	Iteration 62Q: 3 clusters Score -374700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -374702.687500 Penalty: 4032.509277
	Iteration 63Q: 3 clusters Score -374702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -374704.187500 Penalty: 4032.509277
	Iteration 64Q: 3 clusters Score -374704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -374708.093750 Penalty: 4032.509277
	Iteration 65Q: 3 clusters Score -374708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -374712.812500 Penalty: 4032.509277
	Iteration 66Q: 3 clusters Score -374712.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -374717.406250 Penalty: 4032.509277
	Iteration 67Q: 3 clusters Score -374717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -374722.875000 Penalty: 4032.509277
	Iteration 68Q: 3 clusters Score -374722.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -374730.718750 Penalty: 4032.509277
	Iteration 69Q: 3 clusters Score -374730.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -374739.906250 Penalty: 4032.509277
	Iteration 70Q: 3 clusters Score -374739.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -374743.843750 Penalty: 4032.509277
	Iteration 71Q: 3 clusters Score -374743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -374746.656250 Penalty: 4032.509277
	Iteration 72Q: 3 clusters Score -374746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -374749.718750 Penalty: 4032.509277
	Iteration 73Q: 3 clusters Score -374749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -374752.125000 Penalty: 4032.509277
	Iteration 74Q: 3 clusters Score -374752.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -374755.312500 Penalty: 4032.509277
	Iteration 75Q: 3 clusters Score -374755.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -374758.000000 Penalty: 4032.509277
	Iteration 76Q: 3 clusters Score -374758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -374758.968750 Penalty: 4032.509277
	Iteration 77Q: 3 clusters Score -374759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -374760.093750 Penalty: 4032.509277
	Iteration 78Q: 3 clusters Score -374760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -374760.343750 Penalty: 4032.509277
	Iteration 79Q: 3 clusters Score -374760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -374764.218750 Penalty: 4032.509277
	Iteration 80F: 3 clusters Score -374764.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -374766.093750 Penalty: 4032.509277
	Iteration 81Q: 3 clusters Score -374766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -374766.093750 Penalty: 4032.509277
	Iteration 82F: 3 clusters Score -374766.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -600621.437500 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -600621.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -596103.375000 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -596103.4 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -597218.000000 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -597218 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -597450.062500 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -597450.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -597608.562500 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -597608.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -597736.687500 Penalty: 4224.329590
	Iteration 4Q: 3 clusters Score -597736.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -597846.937500 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -597846.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -597933.125000 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -597933.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -598011.937500 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -598011.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -598084.437500 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -598084.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -598143.562500 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -598143.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -598184.812500 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -598184.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -598219.375000 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -598219.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -598253.500000 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -598253.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -598281.187500 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -598281.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -598300.500000 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -598300.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -598317.062500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -598317.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -598334.437500 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -598334.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -598347.437500 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -598347.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -598358.625000 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -598358.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -598372.375000 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -598372.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -598383.000000 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -598383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -598394.750000 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -598394.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -598406.750000 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -598406.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -598420.312500 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -598420.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -598429.250000 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -598429.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -598440.625000 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -598440.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -598453.437500 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -598453.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -598464.875000 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -598464.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -598475.437500 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -598475.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -598487.562500 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -598487.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -598501.937500 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -598501.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -598513.250000 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -598513.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -598525.625000 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -598525.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -598539.625000 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -598539.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -598552.750000 Penalty: 4224.329590
	Iteration 34Q: 3 clusters Score -598552.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -598558.312500 Penalty: 4224.329590
	Iteration 35Q: 3 clusters Score -598558.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -598569.250000 Penalty: 4224.329590
	Iteration 36Q: 3 clusters Score -598569.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -598579.750000 Penalty: 4224.329590
	Iteration 37Q: 3 clusters Score -598579.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -598587.812500 Penalty: 4224.329590
	Iteration 38Q: 3 clusters Score -598587.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -598595.062500 Penalty: 4224.329590
	Iteration 39Q: 3 clusters Score -598595.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -598605.625000 Penalty: 4224.329590
	Iteration 40F: 3 clusters Score -598605.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -598614.062500 Penalty: 4224.329590
	Iteration 41Q: 3 clusters Score -598614.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -598625.750000 Penalty: 4224.329590
	Iteration 42Q: 3 clusters Score -598625.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -598634.500000 Penalty: 4224.329590
	Iteration 43Q: 3 clusters Score -598634.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -598648.187500 Penalty: 4224.329590
	Iteration 44Q: 3 clusters Score -598648.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -598658.562500 Penalty: 4224.329590
	Iteration 45Q: 3 clusters Score -598658.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -598671.812500 Penalty: 4224.329590
	Iteration 46Q: 3 clusters Score -598671.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -598685.750000 Penalty: 4224.329590
	Iteration 47Q: 3 clusters Score -598685.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -598699.062500 Penalty: 4224.329590
	Iteration 48Q: 3 clusters Score -598699.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -598713.875000 Penalty: 4224.329590
	Iteration 49Q: 3 clusters Score -598713.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -598722.625000 Penalty: 4224.329590
	Iteration 50Q: 3 clusters Score -598722.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -598729.000000 Penalty: 4224.329590
	Iteration 51Q: 3 clusters Score -598729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -598735.375000 Penalty: 4224.329590
	Iteration 52Q: 3 clusters Score -598735.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -598740.062500 Penalty: 4224.329590
	Iteration 53Q: 3 clusters Score -598740.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -598743.437500 Penalty: 4224.329590
	Iteration 54Q: 3 clusters Score -598743.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -598750.125000 Penalty: 4224.329590
	Iteration 55Q: 3 clusters Score -598750.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -598754.437500 Penalty: 4224.329590
	Iteration 56Q: 3 clusters Score -598754.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -598763.125000 Penalty: 4224.329590
	Iteration 57Q: 3 clusters Score -598763.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -598771.937500 Penalty: 4224.329590
	Iteration 58Q: 3 clusters Score -598771.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -598779.750000 Penalty: 4224.329590
	Iteration 59Q: 3 clusters Score -598779.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -598787.187500 Penalty: 4224.329590
	Iteration 60F: 3 clusters Score -598787.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -598791.437500 Penalty: 4224.329590
	Iteration 61Q: 3 clusters Score -598791.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -598795.562500 Penalty: 4224.329590
	Iteration 62Q: 3 clusters Score -598795.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -598800.562500 Penalty: 4224.329590
	Iteration 63Q: 3 clusters Score -598800.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -598802.000000 Penalty: 4224.329590
	Iteration 64Q: 3 clusters Score -598802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -598804.750000 Penalty: 4224.329590
	Iteration 65Q: 3 clusters Score -598804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -598807.062500 Penalty: 4224.329590
	Iteration 66Q: 3 clusters Score -598807.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -598808.625000 Penalty: 4224.329590
	Iteration 67Q: 3 clusters Score -598808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -598809.250000 Penalty: 4224.329590
	Iteration 68Q: 3 clusters Score -598809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -598809.625000 Penalty: 4224.329590
	Iteration 69Q: 3 clusters Score -598809.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -598809.625000 Penalty: 4224.329590
	Iteration 70F: 3 clusters Score -598809.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Entering Unmasked Estep 
Score: -1099930.125000 Penalty: 2271.130371
	Iteration 0F: 2 clusters Score -1099930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1092575.500000 Penalty: 4542.260742
	Iteration 0F: 3 clusters Score -1092576 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1094663.500000 Penalty: 4542.260742
	Iteration 1F: 3 clusters Score -1094664 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1095014.375000 Penalty: 4542.260742
	Iteration 2F: 3 clusters Score -1095014 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1095328.875000 Penalty: 4542.260742
	Iteration 3F: 3 clusters Score -1095329 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1095658.375000 Penalty: 4542.260742
	Iteration 4F: 3 clusters Score -1095658 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1096031.500000 Penalty: 4542.260742
	Iteration 5F: 3 clusters Score -1096032 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1096411.500000 Penalty: 4542.260742
	Iteration 6F: 3 clusters Score -1096412 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1096897.750000 Penalty: 4542.260742
	Iteration 7F: 3 clusters Score -1096898 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1097378.500000 Penalty: 4542.260742
	Iteration 8F: 3 clusters Score -1097378 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1097799.500000 Penalty: 4542.260742
	Iteration 9F: 3 clusters Score -1097800 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1098106.250000 Penalty: 4542.260742
	Iteration 10Q: 3 clusters Score -1098106 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1098367.250000 Penalty: 4542.260742
	Iteration 11Q: 3 clusters Score -1098367 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1098555.375000 Penalty: 4542.260742
	Iteration 12Q: 3 clusters Score -1098555 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1098690.750000 Penalty: 4542.260742
	Iteration 13Q: 3 clusters Score -1098691 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1098815.625000 Penalty: 4542.260742
	Iteration 14Q: 3 clusters Score -1098816 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1098946.375000 Penalty: 4542.260742
	Iteration 15Q: 3 clusters Score -1098946 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1099104.750000 Penalty: 4542.260742
	Iteration 16Q: 3 clusters Score -1099105 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1099271.250000 Penalty: 4542.260742
	Iteration 17Q: 3 clusters Score -1099271 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1099433.375000 Penalty: 4542.260742
	Iteration 18Q: 3 clusters Score -1099433 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1099597.750000 Penalty: 4542.260742
	Iteration 19Q: 3 clusters Score -1099598 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1099719.250000 Penalty: 4542.260742
	Iteration 20F: 3 clusters Score -1099719 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1099794.625000 Penalty: 4542.260742
	Iteration 21Q: 3 clusters Score -1099795 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1099841.000000 Penalty: 4542.260742
	Iteration 22Q: 3 clusters Score -1099841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1099856.125000 Penalty: 4542.260742
	Iteration 23Q: 3 clusters Score -1099856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1099866.250000 Penalty: 4542.260742
	Iteration 24Q: 3 clusters Score -1099866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1099874.875000 Penalty: 4542.260742
	Iteration 25Q: 3 clusters Score -1099875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1099876.000000 Penalty: 4542.260742
	Iteration 26Q: 3 clusters Score -1099876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1099879.625000 Penalty: 4542.260742
	Iteration 27Q: 3 clusters Score -1099880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1099880.125000 Penalty: 4542.260742
	Iteration 28Q: 3 clusters Score -1099880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1099880.875000 Penalty: 4542.260742
	Iteration 29Q: 3 clusters Score -1099881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1099883.000000 Penalty: 4542.260742
	Iteration 30Q: 3 clusters Score -1099883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1099883.000000 Penalty: 4542.260742
	Iteration 31F: 3 clusters Score -1099883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -276718.125000 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -276718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -273772.625000 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -273772.6 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -274341.843750 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -274341.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -274584.375000 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -274584.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -274800.218750 Penalty: 3882.904541
	Iteration 3F: 3 clusters Score -274800.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -274960.250000 Penalty: 3882.904541
	Iteration 4F: 3 clusters Score -274960.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -275088.312500 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -275088.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -275180.750000 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -275180.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -275263.218750 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -275263.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -275328.062500 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -275328.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -275359.218750 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -275359.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -275370.531250 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -275370.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -275376.906250 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -275376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -275382.093750 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -275382.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -275387.812500 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -275387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -275392.812500 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -275392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -275393.843750 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -275393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -275394.187500 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -275394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -275394.187500 Penalty: 3882.904541
	Iteration 17F: 3 clusters Score -275394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Entering Unmasked Estep 
Score: -1561105.125000 Penalty: 2372.624756
	Iteration 0F: 2 clusters Score -1561105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1550741.500000 Penalty: 4745.249512
	Iteration 0F: 3 clusters Score -1550742 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1554454.750000 Penalty: 4745.249512
	Iteration 1F: 3 clusters Score -1554455 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1555185.125000 Penalty: 4745.249512
	Iteration 2F: 3 clusters Score -1555185 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1555972.875000 Penalty: 4745.249512
	Iteration 3F: 3 clusters Score -1555973 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1556750.375000 Penalty: 4745.249512
	Iteration 4F: 3 clusters Score -1556750 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1557396.500000 Penalty: 4745.249512
	Iteration 5F: 3 clusters Score -1557396 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1557897.125000 Penalty: 4745.249512
	Iteration 6F: 3 clusters Score -1557897 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1558241.875000 Penalty: 4745.249512
	Iteration 7Q: 3 clusters Score -1558242 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1558487.500000 Penalty: 4745.249512
	Iteration 8Q: 3 clusters Score -1558488 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1558653.375000 Penalty: 4745.249512
	Iteration 9Q: 3 clusters Score -1558653 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1558775.250000 Penalty: 4745.249512
	Iteration 10Q: 3 clusters Score -1558775 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1558857.750000 Penalty: 4745.249512
	Iteration 11Q: 3 clusters Score -1558858 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1558930.125000 Penalty: 4745.249512
	Iteration 12Q: 3 clusters Score -1558930 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1558978.500000 Penalty: 4745.249512
	Iteration 13Q: 3 clusters Score -1558978 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1559020.750000 Penalty: 4745.249512
	Iteration 14Q: 3 clusters Score -1559021 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1559051.500000 Penalty: 4745.249512
	Iteration 15Q: 3 clusters Score -1559052 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1559066.375000 Penalty: 4745.249512
	Iteration 16Q: 3 clusters Score -1559066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1559080.875000 Penalty: 4745.249512
	Iteration 17Q: 3 clusters Score -1559081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1559096.250000 Penalty: 4745.249512
	Iteration 18Q: 3 clusters Score -1559096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1559112.875000 Penalty: 4745.249512
	Iteration 19Q: 3 clusters Score -1559113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1559121.625000 Penalty: 4745.249512
	Iteration 20F: 3 clusters Score -1559122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1559134.500000 Penalty: 4745.249512
	Iteration 21Q: 3 clusters Score -1559134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1559135.500000 Penalty: 4745.249512
	Iteration 22Q: 3 clusters Score -1559136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1559140.500000 Penalty: 4745.249512
	Iteration 23Q: 3 clusters Score -1559140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1559148.000000 Penalty: 4745.249512
	Iteration 24Q: 3 clusters Score -1559148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1559156.875000 Penalty: 4745.249512
	Iteration 25Q: 3 clusters Score -1559157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1559155.625000 Penalty: 4745.249512
	Iteration 26Q: 3 clusters Score -1559156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1559158.125000 Penalty: 4745.249512
	Iteration 27Q: 3 clusters Score -1559158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1559160.125000 Penalty: 4745.249512
	Iteration 28Q: 3 clusters Score -1559160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1559163.625000 Penalty: 4745.249512
	Iteration 29Q: 3 clusters Score -1559164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1559162.875000 Penalty: 4745.249512
	Iteration 30Q: 3 clusters Score -1559163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1559165.000000 Penalty: 4745.249512
	Iteration 31Q: 3 clusters Score -1559165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1559165.875000 Penalty: 4745.249512
	Iteration 32Q: 3 clusters Score -1559166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1559171.125000 Penalty: 4745.249512
	Iteration 33Q: 3 clusters Score -1559171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1559169.250000 Penalty: 4745.249512
	Iteration 34Q: 3 clusters Score -1559169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1559169.250000 Penalty: 4745.249512
	Iteration 35F: 3 clusters Score -1559169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Entering Unmasked Estep 
Score: -887390.000000 Penalty: 2213.743408
	Iteration 0F: 2 clusters Score -887390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -881280.312500 Penalty: 4427.486816
	Iteration 0F: 3 clusters Score -881280.3 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -883006.812500 Penalty: 4427.486816
	Iteration 1F: 3 clusters Score -883006.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -883304.312500 Penalty: 4427.486816
	Iteration 2F: 3 clusters Score -883304.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -883509.562500 Penalty: 4427.486816
	Iteration 3F: 3 clusters Score -883509.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -883668.687500 Penalty: 4427.486816
	Iteration 4Q: 3 clusters Score -883668.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -883807.750000 Penalty: 4427.486816
	Iteration 5Q: 3 clusters Score -883807.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -883920.562500 Penalty: 4427.486816
	Iteration 6Q: 3 clusters Score -883920.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -884010.937500 Penalty: 4427.486816
	Iteration 7Q: 3 clusters Score -884010.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -884102.812500 Penalty: 4427.486816
	Iteration 8Q: 3 clusters Score -884102.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -884200.375000 Penalty: 4427.486816
	Iteration 9Q: 3 clusters Score -884200.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -884307.312500 Penalty: 4427.486816
	Iteration 10Q: 3 clusters Score -884307.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -884418.687500 Penalty: 4427.486816
	Iteration 11Q: 3 clusters Score -884418.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -884519.500000 Penalty: 4427.486816
	Iteration 12Q: 3 clusters Score -884519.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -884613.187500 Penalty: 4427.486816
	Iteration 13Q: 3 clusters Score -884613.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -884707.625000 Penalty: 4427.486816
	Iteration 14Q: 3 clusters Score -884707.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -884792.500000 Penalty: 4427.486816
	Iteration 15Q: 3 clusters Score -884792.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -884874.937500 Penalty: 4427.486816
	Iteration 16Q: 3 clusters Score -884874.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -884971.562500 Penalty: 4427.486816
	Iteration 17Q: 3 clusters Score -884971.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -885077.437500 Penalty: 4427.486816
	Iteration 18Q: 3 clusters Score -885077.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -885158.875000 Penalty: 4427.486816
	Iteration 19Q: 3 clusters Score -885158.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -885247.250000 Penalty: 4427.486816
	Iteration 20F: 3 clusters Score -885247.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -885323.250000 Penalty: 4427.486816
	Iteration 21Q: 3 clusters Score -885323.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -885374.625000 Penalty: 4427.486816
	Iteration 22Q: 3 clusters Score -885374.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -885410.437500 Penalty: 4427.486816
	Iteration 23Q: 3 clusters Score -885410.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -885433.312500 Penalty: 4427.486816
	Iteration 24Q: 3 clusters Score -885433.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -885453.937500 Penalty: 4427.486816
	Iteration 25Q: 3 clusters Score -885453.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -885470.937500 Penalty: 4427.486816
	Iteration 26Q: 3 clusters Score -885470.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -885479.250000 Penalty: 4427.486816
	Iteration 27Q: 3 clusters Score -885479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -885485.437500 Penalty: 4427.486816
	Iteration 28Q: 3 clusters Score -885485.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -885489.875000 Penalty: 4427.486816
	Iteration 29Q: 3 clusters Score -885489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -885492.937500 Penalty: 4427.486816
	Iteration 30Q: 3 clusters Score -885492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -885496.937500 Penalty: 4427.486816
	Iteration 31Q: 3 clusters Score -885496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -885501.062500 Penalty: 4427.486816
	Iteration 32Q: 3 clusters Score -885501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -885503.437500 Penalty: 4427.486816
	Iteration 33Q: 3 clusters Score -885503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -885509.312500 Penalty: 4427.486816
	Iteration 34Q: 3 clusters Score -885509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -885510.187500 Penalty: 4427.486816
	Iteration 35Q: 3 clusters Score -885510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -885512.687500 Penalty: 4427.486816
	Iteration 36Q: 3 clusters Score -885512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -885516.250000 Penalty: 4427.486816
	Iteration 37Q: 3 clusters Score -885516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -885522.875000 Penalty: 4427.486816
	Iteration 38Q: 3 clusters Score -885522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -885527.750000 Penalty: 4427.486816
	Iteration 39Q: 3 clusters Score -885527.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -885535.625000 Penalty: 4427.486816
	Iteration 40F: 3 clusters Score -885535.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -885541.750000 Penalty: 4427.486816
	Iteration 41Q: 3 clusters Score -885541.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -885548.625000 Penalty: 4427.486816
	Iteration 42Q: 3 clusters Score -885548.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -885553.625000 Penalty: 4427.486816
	Iteration 43Q: 3 clusters Score -885553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -885556.312500 Penalty: 4427.486816
	Iteration 44Q: 3 clusters Score -885556.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -885561.687500 Penalty: 4427.486816
	Iteration 45Q: 3 clusters Score -885561.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -885566.125000 Penalty: 4427.486816
	Iteration 46Q: 3 clusters Score -885566.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -885576.000000 Penalty: 4427.486816
	Iteration 47Q: 3 clusters Score -885576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -885581.250000 Penalty: 4427.486816
	Iteration 48Q: 3 clusters Score -885581.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -885594.062500 Penalty: 4427.486816
	Iteration 49Q: 3 clusters Score -885594.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -885608.187500 Penalty: 4427.486816
	Iteration 50Q: 3 clusters Score -885608.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -885616.687500 Penalty: 4427.486816
	Iteration 51Q: 3 clusters Score -885616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -885626.375000 Penalty: 4427.486816
	Iteration 52Q: 3 clusters Score -885626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -885631.625000 Penalty: 4427.486816
	Iteration 53Q: 3 clusters Score -885631.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -885636.750000 Penalty: 4427.486816
	Iteration 54Q: 3 clusters Score -885636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -885639.000000 Penalty: 4427.486816
	Iteration 55Q: 3 clusters Score -885639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -885645.687500 Penalty: 4427.486816
	Iteration 56Q: 3 clusters Score -885645.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -885650.875000 Penalty: 4427.486816
	Iteration 57Q: 3 clusters Score -885650.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -885658.750000 Penalty: 4427.486816
	Iteration 58Q: 3 clusters Score -885658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -885665.375000 Penalty: 4427.486816
	Iteration 59Q: 3 clusters Score -885665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -885670.562500 Penalty: 4427.486816
	Iteration 60F: 3 clusters Score -885670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -885673.437500 Penalty: 4427.486816
	Iteration 61Q: 3 clusters Score -885673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -885674.000000 Penalty: 4427.486816
	Iteration 62Q: 3 clusters Score -885674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -885673.062500 Penalty: 4427.486816
	Iteration 63Q: 3 clusters Score -885673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -885676.375000 Penalty: 4427.486816
	Iteration 64Q: 3 clusters Score -885676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -885679.625000 Penalty: 4427.486816
	Iteration 65Q: 3 clusters Score -885679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -885681.312500 Penalty: 4427.486816
	Iteration 66Q: 3 clusters Score -885681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -885684.500000 Penalty: 4427.486816
	Iteration 67Q: 3 clusters Score -885684.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -885683.875000 Penalty: 4427.486816
	Iteration 68Q: 3 clusters Score -885683.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -885683.750000 Penalty: 4427.486816
	Iteration 69Q: 3 clusters Score -885683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -885683.750000 Penalty: 4427.486816
	Iteration 70F: 3 clusters Score -885683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Entering Unmasked Estep 
Score: -992374.937500 Penalty: 2290.602539
	Iteration 0F: 2 clusters Score -992374.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -984622.937500 Penalty: 4581.205078
	Iteration 0F: 3 clusters Score -984622.9 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -987071.250000 Penalty: 4581.205078
	Iteration 1F: 3 clusters Score -987071.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -987532.937500 Penalty: 4581.205078
	Iteration 2F: 3 clusters Score -987532.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -987973.000000 Penalty: 4581.205078
	Iteration 3F: 3 clusters Score -987973 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -988375.625000 Penalty: 4581.205078
	Iteration 4F: 3 clusters Score -988375.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -988759.812500 Penalty: 4581.205078
	Iteration 5F: 3 clusters Score -988759.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -989128.937500 Penalty: 4581.205078
	Iteration 6Q: 3 clusters Score -989128.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -989446.687500 Penalty: 4581.205078
	Iteration 7Q: 3 clusters Score -989446.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -989648.812500 Penalty: 4581.205078
	Iteration 8Q: 3 clusters Score -989648.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -989801.937500 Penalty: 4581.205078
	Iteration 9Q: 3 clusters Score -989801.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -989911.250000 Penalty: 4581.205078
	Iteration 10Q: 3 clusters Score -989911.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -989992.437500 Penalty: 4581.205078
	Iteration 11Q: 3 clusters Score -989992.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -990059.625000 Penalty: 4581.205078
	Iteration 12Q: 3 clusters Score -990059.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -990108.250000 Penalty: 4581.205078
	Iteration 13Q: 3 clusters Score -990108.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -990141.562500 Penalty: 4581.205078
	Iteration 14Q: 3 clusters Score -990141.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -990171.062500 Penalty: 4581.205078
	Iteration 15Q: 3 clusters Score -990171.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -990200.687500 Penalty: 4581.205078
	Iteration 16Q: 3 clusters Score -990200.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -990235.375000 Penalty: 4581.205078
	Iteration 17Q: 3 clusters Score -990235.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -990266.312500 Penalty: 4581.205078
	Iteration 18Q: 3 clusters Score -990266.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -990297.250000 Penalty: 4581.205078
	Iteration 19Q: 3 clusters Score -990297.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -990325.687500 Penalty: 4581.205078
	Iteration 20F: 3 clusters Score -990325.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -990356.625000 Penalty: 4581.205078
	Iteration 21Q: 3 clusters Score -990356.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -990391.937500 Penalty: 4581.205078
	Iteration 22Q: 3 clusters Score -990391.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -990417.625000 Penalty: 4581.205078
	Iteration 23Q: 3 clusters Score -990417.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -990442.375000 Penalty: 4581.205078
	Iteration 24Q: 3 clusters Score -990442.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -990466.875000 Penalty: 4581.205078
	Iteration 25Q: 3 clusters Score -990466.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -990493.312500 Penalty: 4581.205078
	Iteration 26Q: 3 clusters Score -990493.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -990523.062500 Penalty: 4581.205078
	Iteration 27Q: 3 clusters Score -990523.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -990553.687500 Penalty: 4581.205078
	Iteration 28Q: 3 clusters Score -990553.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -990576.125000 Penalty: 4581.205078
	Iteration 29Q: 3 clusters Score -990576.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -990594.937500 Penalty: 4581.205078
	Iteration 30Q: 3 clusters Score -990594.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -990610.437500 Penalty: 4581.205078
	Iteration 31Q: 3 clusters Score -990610.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -990621.875000 Penalty: 4581.205078
	Iteration 32Q: 3 clusters Score -990621.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -990634.312500 Penalty: 4581.205078
	Iteration 33Q: 3 clusters Score -990634.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -990650.000000 Penalty: 4581.205078
	Iteration 34Q: 3 clusters Score -990650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -990669.250000 Penalty: 4581.205078
	Iteration 35Q: 3 clusters Score -990669.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -990687.875000 Penalty: 4581.205078
	Iteration 36Q: 3 clusters Score -990687.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -990698.750000 Penalty: 4581.205078
	Iteration 37Q: 3 clusters Score -990698.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -990704.625000 Penalty: 4581.205078
	Iteration 38Q: 3 clusters Score -990704.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -990718.500000 Penalty: 4581.205078
	Iteration 39Q: 3 clusters Score -990718.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -990727.500000 Penalty: 4581.205078
	Iteration 40F: 3 clusters Score -990727.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -990741.812500 Penalty: 4581.205078
	Iteration 41Q: 3 clusters Score -990741.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -990755.250000 Penalty: 4581.205078
	Iteration 42Q: 3 clusters Score -990755.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -990768.250000 Penalty: 4581.205078
	Iteration 43Q: 3 clusters Score -990768.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -990782.812500 Penalty: 4581.205078
	Iteration 44Q: 3 clusters Score -990782.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -990792.312500 Penalty: 4581.205078
	Iteration 45Q: 3 clusters Score -990792.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -990800.437500 Penalty: 4581.205078
	Iteration 46Q: 3 clusters Score -990800.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -990808.187500 Penalty: 4581.205078
	Iteration 47Q: 3 clusters Score -990808.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -990824.562500 Penalty: 4581.205078
	Iteration 48Q: 3 clusters Score -990824.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -990833.625000 Penalty: 4581.205078
	Iteration 49Q: 3 clusters Score -990833.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -990851.062500 Penalty: 4581.205078
	Iteration 50Q: 3 clusters Score -990851.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -990868.125000 Penalty: 4581.205078
	Iteration 51Q: 3 clusters Score -990868.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -990883.750000 Penalty: 4581.205078
	Iteration 52Q: 3 clusters Score -990883.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -990893.062500 Penalty: 4581.205078
	Iteration 53Q: 3 clusters Score -990893.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -990902.625000 Penalty: 4581.205078
	Iteration 54Q: 3 clusters Score -990902.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -990915.062500 Penalty: 4581.205078
	Iteration 55Q: 3 clusters Score -990915.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -990925.062500 Penalty: 4581.205078
	Iteration 56Q: 3 clusters Score -990925.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -990932.687500 Penalty: 4581.205078
	Iteration 57Q: 3 clusters Score -990932.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -990940.187500 Penalty: 4581.205078
	Iteration 58Q: 3 clusters Score -990940.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -990950.437500 Penalty: 4581.205078
	Iteration 59Q: 3 clusters Score -990950.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -990956.000000 Penalty: 4581.205078
	Iteration 60F: 3 clusters Score -990956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -990965.937500 Penalty: 4581.205078
	Iteration 61Q: 3 clusters Score -990965.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -990975.687500 Penalty: 4581.205078
	Iteration 62Q: 3 clusters Score -990975.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -990981.562500 Penalty: 4581.205078
	Iteration 63Q: 3 clusters Score -990981.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -990989.437500 Penalty: 4581.205078
	Iteration 64Q: 3 clusters Score -990989.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -990992.437500 Penalty: 4581.205078
	Iteration 65Q: 3 clusters Score -990992.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -990994.937500 Penalty: 4581.205078
	Iteration 66Q: 3 clusters Score -990994.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -990998.000000 Penalty: 4581.205078
	Iteration 67Q: 3 clusters Score -990998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -991001.875000 Penalty: 4581.205078
	Iteration 68Q: 3 clusters Score -991001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -991003.687500 Penalty: 4581.205078
	Iteration 69Q: 3 clusters Score -991003.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -991006.750000 Penalty: 4581.205078
	Iteration 70Q: 3 clusters Score -991006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -991010.375000 Penalty: 4581.205078
	Iteration 71Q: 3 clusters Score -991010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -991016.687500 Penalty: 4581.205078
	Iteration 72Q: 3 clusters Score -991016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -991018.500000 Penalty: 4581.205078
	Iteration 73Q: 3 clusters Score -991018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -991021.062500 Penalty: 4581.205078
	Iteration 74Q: 3 clusters Score -991021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -991019.312500 Penalty: 4581.205078
	Iteration 75Q: 3 clusters Score -991019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -991023.937500 Penalty: 4581.205078
	Iteration 76Q: 3 clusters Score -991023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -991025.812500 Penalty: 4581.205078
	Iteration 77Q: 3 clusters Score -991025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -991026.187500 Penalty: 4581.205078
	Iteration 78Q: 3 clusters Score -991026.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -991027.500000 Penalty: 4581.205078
	Iteration 79Q: 3 clusters Score -991027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -991030.125000 Penalty: 4581.205078
	Iteration 80F: 3 clusters Score -991030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -991029.437500 Penalty: 4581.205078
	Iteration 81Q: 3 clusters Score -991029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -991030.750000 Penalty: 4581.205078
	Iteration 82Q: 3 clusters Score -991030.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -991030.687500 Penalty: 4581.205078
	Iteration 83Q: 3 clusters Score -991030.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -991030.687500 Penalty: 4581.205078
	Iteration 84F: 3 clusters Score -991030.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Entering Unmasked Estep 
Score: -1149402.375000 Penalty: 2300.781494
	Iteration 0F: 2 clusters Score -1149402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1141326.500000 Penalty: 4601.562988
	Iteration 0F: 3 clusters Score -1141326 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1144167.250000 Penalty: 4601.562988
	Iteration 1F: 3 clusters Score -1144167 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1144853.125000 Penalty: 4601.562988
	Iteration 2F: 3 clusters Score -1144853 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1145472.000000 Penalty: 4601.562988
	Iteration 3F: 3 clusters Score -1145472 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1146009.125000 Penalty: 4601.562988
	Iteration 4F: 3 clusters Score -1146009 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1146449.875000 Penalty: 4601.562988
	Iteration 5F: 3 clusters Score -1146450 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1146805.750000 Penalty: 4601.562988
	Iteration 6Q: 3 clusters Score -1146806 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1147055.250000 Penalty: 4601.562988
	Iteration 7Q: 3 clusters Score -1147055 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1147208.250000 Penalty: 4601.562988
	Iteration 8Q: 3 clusters Score -1147208 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1147314.750000 Penalty: 4601.562988
	Iteration 9Q: 3 clusters Score -1147315 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1147382.125000 Penalty: 4601.562988
	Iteration 10Q: 3 clusters Score -1147382 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1147427.625000 Penalty: 4601.562988
	Iteration 11Q: 3 clusters Score -1147428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1147456.875000 Penalty: 4601.562988
	Iteration 12Q: 3 clusters Score -1147457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1147483.125000 Penalty: 4601.562988
	Iteration 13Q: 3 clusters Score -1147483 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1147509.375000 Penalty: 4601.562988
	Iteration 14Q: 3 clusters Score -1147509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1147532.500000 Penalty: 4601.562988
	Iteration 15Q: 3 clusters Score -1147532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1147551.000000 Penalty: 4601.562988
	Iteration 16Q: 3 clusters Score -1147551 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1147567.875000 Penalty: 4601.562988
	Iteration 17Q: 3 clusters Score -1147568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1147574.250000 Penalty: 4601.562988
	Iteration 18Q: 3 clusters Score -1147574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1147583.125000 Penalty: 4601.562988
	Iteration 19Q: 3 clusters Score -1147583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1147585.875000 Penalty: 4601.562988
	Iteration 20F: 3 clusters Score -1147586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1147590.625000 Penalty: 4601.562988
	Iteration 21Q: 3 clusters Score -1147591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1147601.500000 Penalty: 4601.562988
	Iteration 22Q: 3 clusters Score -1147602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1147616.250000 Penalty: 4601.562988
	Iteration 23Q: 3 clusters Score -1147616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1147620.375000 Penalty: 4601.562988
	Iteration 24Q: 3 clusters Score -1147620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1147627.875000 Penalty: 4601.562988
	Iteration 25Q: 3 clusters Score -1147628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1147641.500000 Penalty: 4601.562988
	Iteration 26Q: 3 clusters Score -1147642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1147649.750000 Penalty: 4601.562988
	Iteration 27Q: 3 clusters Score -1147650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1147657.000000 Penalty: 4601.562988
	Iteration 28Q: 3 clusters Score -1147657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1147661.375000 Penalty: 4601.562988
	Iteration 29Q: 3 clusters Score -1147661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1147665.500000 Penalty: 4601.562988
	Iteration 30Q: 3 clusters Score -1147666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1147667.750000 Penalty: 4601.562988
	Iteration 31Q: 3 clusters Score -1147668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1147675.875000 Penalty: 4601.562988
	Iteration 32Q: 3 clusters Score -1147676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1147682.000000 Penalty: 4601.562988
	Iteration 33Q: 3 clusters Score -1147682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1147684.000000 Penalty: 4601.562988
	Iteration 34Q: 3 clusters Score -1147684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1147690.875000 Penalty: 4601.562988
	Iteration 35Q: 3 clusters Score -1147691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1147702.875000 Penalty: 4601.562988
	Iteration 36Q: 3 clusters Score -1147703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1147708.000000 Penalty: 4601.562988
	Iteration 37Q: 3 clusters Score -1147708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1147716.625000 Penalty: 4601.562988
	Iteration 38Q: 3 clusters Score -1147717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1147721.500000 Penalty: 4601.562988
	Iteration 39Q: 3 clusters Score -1147722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1147728.625000 Penalty: 4601.562988
	Iteration 40F: 3 clusters Score -1147729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1147739.250000 Penalty: 4601.562988
	Iteration 41Q: 3 clusters Score -1147739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1147754.500000 Penalty: 4601.562988
	Iteration 42Q: 3 clusters Score -1147754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1147765.875000 Penalty: 4601.562988
	Iteration 43Q: 3 clusters Score -1147766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1147781.375000 Penalty: 4601.562988
	Iteration 44Q: 3 clusters Score -1147781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1147803.625000 Penalty: 4601.562988
	Iteration 45Q: 3 clusters Score -1147804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1147844.625000 Penalty: 4601.562988
	Iteration 46Q: 3 clusters Score -1147845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1147869.625000 Penalty: 4601.562988
	Iteration 47Q: 3 clusters Score -1147870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1147888.625000 Penalty: 4601.562988
	Iteration 48Q: 3 clusters Score -1147889 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1147906.375000 Penalty: 4601.562988
	Iteration 49Q: 3 clusters Score -1147906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1147927.250000 Penalty: 4601.562988
	Iteration 50Q: 3 clusters Score -1147927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1147943.125000 Penalty: 4601.562988
	Iteration 51Q: 3 clusters Score -1147943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1147952.250000 Penalty: 4601.562988
	Iteration 52Q: 3 clusters Score -1147952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1147961.000000 Penalty: 4601.562988
	Iteration 53Q: 3 clusters Score -1147961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1147966.000000 Penalty: 4601.562988
	Iteration 54Q: 3 clusters Score -1147966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1147968.625000 Penalty: 4601.562988
	Iteration 55Q: 3 clusters Score -1147969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1147970.375000 Penalty: 4601.562988
	Iteration 56Q: 3 clusters Score -1147970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1147971.750000 Penalty: 4601.562988
	Iteration 57Q: 3 clusters Score -1147972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1147975.375000 Penalty: 4601.562988
	Iteration 58Q: 3 clusters Score -1147975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1147980.000000 Penalty: 4601.562988
	Iteration 59Q: 3 clusters Score -1147980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1147984.625000 Penalty: 4601.562988
	Iteration 60F: 3 clusters Score -1147985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1147989.000000 Penalty: 4601.562988
	Iteration 61Q: 3 clusters Score -1147989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1147991.375000 Penalty: 4601.562988
	Iteration 62Q: 3 clusters Score -1147991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1148000.250000 Penalty: 4601.562988
	Iteration 63Q: 3 clusters Score -1148000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1148004.875000 Penalty: 4601.562988
	Iteration 64Q: 3 clusters Score -1148005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1148007.500000 Penalty: 4601.562988
	Iteration 65Q: 3 clusters Score -1148008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1148008.125000 Penalty: 4601.562988
	Iteration 66Q: 3 clusters Score -1148008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1148011.625000 Penalty: 4601.562988
	Iteration 67Q: 3 clusters Score -1148012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1148011.500000 Penalty: 4601.562988
	Iteration 68Q: 3 clusters Score -1148012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1148015.500000 Penalty: 4601.562988
	Iteration 69Q: 3 clusters Score -1148016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1148015.375000 Penalty: 4601.562988
	Iteration 70Q: 3 clusters Score -1148015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1148015.875000 Penalty: 4601.562988
	Iteration 71Q: 3 clusters Score -1148016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1148018.500000 Penalty: 4601.562988
	Iteration 72Q: 3 clusters Score -1148018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1148019.250000 Penalty: 4601.562988
	Iteration 73Q: 3 clusters Score -1148019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1148020.875000 Penalty: 4601.562988
	Iteration 74Q: 3 clusters Score -1148021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1148021.500000 Penalty: 4601.562988
	Iteration 75Q: 3 clusters Score -1148022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1148021.500000 Penalty: 4601.562988
	Iteration 76F: 3 clusters Score -1148022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Entering Unmasked Estep 
Score: -2323603.000000 Penalty: 2448.063232
	Iteration 0F: 2 clusters Score -2323603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2309817.750000 Penalty: 4896.126465
	Iteration 0F: 3 clusters Score -2309818 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2314605.250000 Penalty: 4896.126465
	Iteration 1F: 3 clusters Score -2314605 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2315020.500000 Penalty: 4896.126465
	Iteration 2F: 3 clusters Score -2315020 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2315438.250000 Penalty: 4896.126465
	Iteration 3Q: 3 clusters Score -2315438 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2315901.250000 Penalty: 4896.126465
	Iteration 4F: 3 clusters Score -2315901 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2316488.250000 Penalty: 4896.126465
	Iteration 5F: 3 clusters Score -2316488 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2317248.000000 Penalty: 4896.126465
	Iteration 6F: 3 clusters Score -2317248 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2318106.000000 Penalty: 4896.126465
	Iteration 7F: 3 clusters Score -2318106 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2318936.750000 Penalty: 4896.126465
	Iteration 8F: 3 clusters Score -2318937 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2319623.000000 Penalty: 4896.126465
	Iteration 9Q: 3 clusters Score -2319623 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2320135.500000 Penalty: 4896.126465
	Iteration 10Q: 3 clusters Score -2320136 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2320543.000000 Penalty: 4896.126465
	Iteration 11Q: 3 clusters Score -2320543 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2320829.000000 Penalty: 4896.126465
	Iteration 12Q: 3 clusters Score -2320829 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2321015.750000 Penalty: 4896.126465
	Iteration 13Q: 3 clusters Score -2321016 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2321143.500000 Penalty: 4896.126465
	Iteration 14Q: 3 clusters Score -2321144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2321230.250000 Penalty: 4896.126465
	Iteration 15Q: 3 clusters Score -2321230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2321287.250000 Penalty: 4896.126465
	Iteration 16Q: 3 clusters Score -2321287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2321322.750000 Penalty: 4896.126465
	Iteration 17Q: 3 clusters Score -2321323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2321366.500000 Penalty: 4896.126465
	Iteration 18Q: 3 clusters Score -2321366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2321401.500000 Penalty: 4896.126465
	Iteration 19Q: 3 clusters Score -2321402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2321426.250000 Penalty: 4896.126465
	Iteration 20F: 3 clusters Score -2321426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2321448.000000 Penalty: 4896.126465
	Iteration 21Q: 3 clusters Score -2321448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2321461.500000 Penalty: 4896.126465
	Iteration 22Q: 3 clusters Score -2321462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2321474.750000 Penalty: 4896.126465
	Iteration 23Q: 3 clusters Score -2321475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2321481.250000 Penalty: 4896.126465
	Iteration 24Q: 3 clusters Score -2321481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2321488.500000 Penalty: 4896.126465
	Iteration 25Q: 3 clusters Score -2321488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2321495.750000 Penalty: 4896.126465
	Iteration 26Q: 3 clusters Score -2321496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2321498.000000 Penalty: 4896.126465
	Iteration 27Q: 3 clusters Score -2321498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2321497.750000 Penalty: 4896.126465
	Iteration 28Q: 3 clusters Score -2321498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2321498.000000 Penalty: 4896.126465
	Iteration 29Q: 3 clusters Score -2321498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2321498.000000 Penalty: 4896.126465
	Iteration 30F: 3 clusters Score -2321498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1811454.625000 Penalty: 2384.339355
	Iteration 0F: 2 clusters Score -1811455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1800656.250000 Penalty: 4768.678711
	Iteration 0F: 3 clusters Score -1800656 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1804167.625000 Penalty: 4768.678711
	Iteration 1F: 3 clusters Score -1804168 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1804602.500000 Penalty: 4768.678711
	Iteration 2F: 3 clusters Score -1804602 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1804989.125000 Penalty: 4768.678711
	Iteration 3F: 3 clusters Score -1804989 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1805372.250000 Penalty: 4768.678711
	Iteration 4F: 3 clusters Score -1805372 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1805879.500000 Penalty: 4768.678711
	Iteration 5F: 3 clusters Score -1805880 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1806698.250000 Penalty: 4768.678711
	Iteration 6F: 3 clusters Score -1806698 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1807687.875000 Penalty: 4768.678711
	Iteration 7F: 3 clusters Score -1807688 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1808651.250000 Penalty: 4768.678711
	Iteration 8F: 3 clusters Score -1808651 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1809443.750000 Penalty: 4768.678711
	Iteration 9F: 3 clusters Score -1809444 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1809931.375000 Penalty: 4768.678711
	Iteration 10Q: 3 clusters Score -1809931 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1810252.250000 Penalty: 4768.678711
	Iteration 11Q: 3 clusters Score -1810252 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1810441.000000 Penalty: 4768.678711
	Iteration 12Q: 3 clusters Score -1810441 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1810531.750000 Penalty: 4768.678711
	Iteration 13Q: 3 clusters Score -1810532 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1810574.375000 Penalty: 4768.678711
	Iteration 14Q: 3 clusters Score -1810574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1810601.875000 Penalty: 4768.678711
	Iteration 15Q: 3 clusters Score -1810602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1810617.000000 Penalty: 4768.678711
	Iteration 16Q: 3 clusters Score -1810617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1810621.875000 Penalty: 4768.678711
	Iteration 17Q: 3 clusters Score -1810622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1810635.375000 Penalty: 4768.678711
	Iteration 18Q: 3 clusters Score -1810635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1810640.625000 Penalty: 4768.678711
	Iteration 19Q: 3 clusters Score -1810641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1810647.625000 Penalty: 4768.678711
	Iteration 20F: 3 clusters Score -1810648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1810651.250000 Penalty: 4768.678711
	Iteration 21Q: 3 clusters Score -1810651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1810649.500000 Penalty: 4768.678711
	Iteration 22Q: 3 clusters Score -1810650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1810653.000000 Penalty: 4768.678711
	Iteration 23Q: 3 clusters Score -1810653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1810655.250000 Penalty: 4768.678711
	Iteration 24Q: 3 clusters Score -1810655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1810657.500000 Penalty: 4768.678711
	Iteration 25Q: 3 clusters Score -1810658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1810656.250000 Penalty: 4768.678711
	Iteration 26Q: 3 clusters Score -1810656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1810662.500000 Penalty: 4768.678711
	Iteration 27Q: 3 clusters Score -1810662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1810661.875000 Penalty: 4768.678711
	Iteration 28Q: 3 clusters Score -1810662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1810664.875000 Penalty: 4768.678711
	Iteration 29Q: 3 clusters Score -1810665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1810664.375000 Penalty: 4768.678711
	Iteration 30Q: 3 clusters Score -1810664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1810663.500000 Penalty: 4768.678711
	Iteration 31Q: 3 clusters Score -1810664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1810665.375000 Penalty: 4768.678711
	Iteration 32Q: 3 clusters Score -1810665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1810664.250000 Penalty: 4768.678711
	Iteration 33Q: 3 clusters Score -1810664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1810665.000000 Penalty: 4768.678711
	Iteration 34Q: 3 clusters Score -1810665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1810667.500000 Penalty: 4768.678711
	Iteration 35Q: 3 clusters Score -1810668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1810673.625000 Penalty: 4768.678711
	Iteration 36Q: 3 clusters Score -1810674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1810674.250000 Penalty: 4768.678711
	Iteration 37Q: 3 clusters Score -1810674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1810674.500000 Penalty: 4768.678711
	Iteration 38Q: 3 clusters Score -1810674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1810673.750000 Penalty: 4768.678711
	Iteration 39Q: 3 clusters Score -1810674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1810676.875000 Penalty: 4768.678711
	Iteration 40F: 3 clusters Score -1810677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1810679.500000 Penalty: 4768.678711
	Iteration 41Q: 3 clusters Score -1810680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1810680.500000 Penalty: 4768.678711
	Iteration 42Q: 3 clusters Score -1810680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1810680.625000 Penalty: 4768.678711
	Iteration 43Q: 3 clusters Score -1810681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1810680.625000 Penalty: 4768.678711
	Iteration 44F: 3 clusters Score -1810681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -301078.281250 Penalty: 1939.568481
	Iteration 0F: 2 clusters Score -301078.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298144.625000 Penalty: 3879.136963
	Iteration 0F: 3 clusters Score -298144.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -298719.718750 Penalty: 3879.136963
	Iteration 1F: 3 clusters Score -298719.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -298854.812500 Penalty: 3879.136963
	Iteration 2F: 3 clusters Score -298854.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -298928.781250 Penalty: 3879.136963
	Iteration 3Q: 3 clusters Score -298928.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -298970.687500 Penalty: 3879.136963
	Iteration 4Q: 3 clusters Score -298970.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299000.343750 Penalty: 3879.136963
	Iteration 5Q: 3 clusters Score -299000.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -299017.562500 Penalty: 3879.136963
	Iteration 6Q: 3 clusters Score -299017.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -299039.531250 Penalty: 3879.136963
	Iteration 7Q: 3 clusters Score -299039.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -299048.812500 Penalty: 3879.136963
	Iteration 8Q: 3 clusters Score -299048.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -299061.156250 Penalty: 3879.136963
	Iteration 9Q: 3 clusters Score -299061.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -299073.343750 Penalty: 3879.136963
	Iteration 10Q: 3 clusters Score -299073.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -299081.281250 Penalty: 3879.136963
	Iteration 11Q: 3 clusters Score -299081.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -299089.812500 Penalty: 3879.136963
	Iteration 12Q: 3 clusters Score -299089.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -299099.593750 Penalty: 3879.136963
	Iteration 13Q: 3 clusters Score -299099.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -299106.062500 Penalty: 3879.136963
	Iteration 14Q: 3 clusters Score -299106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -299109.625000 Penalty: 3879.136963
	Iteration 15Q: 3 clusters Score -299109.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -299114.031250 Penalty: 3879.136963
	Iteration 16Q: 3 clusters Score -299114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299116.437500 Penalty: 3879.136963
	Iteration 17Q: 3 clusters Score -299116.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -299119.812500 Penalty: 3879.136963
	Iteration 18Q: 3 clusters Score -299119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -299120.625000 Penalty: 3879.136963
	Iteration 19Q: 3 clusters Score -299120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -299123.312500 Penalty: 3879.136963
	Iteration 20F: 3 clusters Score -299123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -299126.406250 Penalty: 3879.136963
	Iteration 21Q: 3 clusters Score -299126.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -299130.093750 Penalty: 3879.136963
	Iteration 22Q: 3 clusters Score -299130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -299133.937500 Penalty: 3879.136963
	Iteration 23Q: 3 clusters Score -299133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -299136.250000 Penalty: 3879.136963
	Iteration 24Q: 3 clusters Score -299136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -299138.312500 Penalty: 3879.136963
	Iteration 25Q: 3 clusters Score -299138.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -299139.906250 Penalty: 3879.136963
	Iteration 26Q: 3 clusters Score -299139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -299141.625000 Penalty: 3879.136963
	Iteration 27Q: 3 clusters Score -299141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -299141.531250 Penalty: 3879.136963
	Iteration 28Q: 3 clusters Score -299141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -299141.531250 Penalty: 3879.136963
	Iteration 29F: 3 clusters Score -299141.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -1108824.875000 Penalty: 2318.069580
	Iteration 0F: 2 clusters Score -1108825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1100186.625000 Penalty: 4636.139160
	Iteration 0F: 3 clusters Score -1100187 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1102965.625000 Penalty: 4636.139160
	Iteration 1F: 3 clusters Score -1102966 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1103529.750000 Penalty: 4636.139160
	Iteration 2F: 3 clusters Score -1103530 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1103997.875000 Penalty: 4636.139160
	Iteration 3F: 3 clusters Score -1103998 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1104448.500000 Penalty: 4636.139160
	Iteration 4F: 3 clusters Score -1104448 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1104855.375000 Penalty: 4636.139160
	Iteration 5F: 3 clusters Score -1104855 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1105203.625000 Penalty: 4636.139160
	Iteration 6F: 3 clusters Score -1105204 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1105465.875000 Penalty: 4636.139160
	Iteration 7Q: 3 clusters Score -1105466 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1105682.750000 Penalty: 4636.139160
	Iteration 8Q: 3 clusters Score -1105683 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1105881.750000 Penalty: 4636.139160
	Iteration 9Q: 3 clusters Score -1105882 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1105993.125000 Penalty: 4636.139160
	Iteration 10Q: 3 clusters Score -1105993 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1106070.125000 Penalty: 4636.139160
	Iteration 11Q: 3 clusters Score -1106070 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1106127.625000 Penalty: 4636.139160
	Iteration 12Q: 3 clusters Score -1106128 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1106172.500000 Penalty: 4636.139160
	Iteration 13Q: 3 clusters Score -1106172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1106205.250000 Penalty: 4636.139160
	Iteration 14Q: 3 clusters Score -1106205 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1106226.000000 Penalty: 4636.139160
	Iteration 15Q: 3 clusters Score -1106226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1106240.375000 Penalty: 4636.139160
	Iteration 16Q: 3 clusters Score -1106240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1106252.875000 Penalty: 4636.139160
	Iteration 17Q: 3 clusters Score -1106253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1106265.625000 Penalty: 4636.139160
	Iteration 18Q: 3 clusters Score -1106266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1106280.125000 Penalty: 4636.139160
	Iteration 19Q: 3 clusters Score -1106280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1106291.875000 Penalty: 4636.139160
	Iteration 20F: 3 clusters Score -1106292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1106305.375000 Penalty: 4636.139160
	Iteration 21Q: 3 clusters Score -1106305 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1106316.500000 Penalty: 4636.139160
	Iteration 22Q: 3 clusters Score -1106316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1106333.375000 Penalty: 4636.139160
	Iteration 23Q: 3 clusters Score -1106333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1106346.750000 Penalty: 4636.139160
	Iteration 24Q: 3 clusters Score -1106347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1106361.750000 Penalty: 4636.139160
	Iteration 25Q: 3 clusters Score -1106362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1106372.750000 Penalty: 4636.139160
	Iteration 26Q: 3 clusters Score -1106373 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1106398.625000 Penalty: 4636.139160
	Iteration 27Q: 3 clusters Score -1106399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1106409.875000 Penalty: 4636.139160
	Iteration 28Q: 3 clusters Score -1106410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1106433.625000 Penalty: 4636.139160
	Iteration 29Q: 3 clusters Score -1106434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1106458.375000 Penalty: 4636.139160
	Iteration 30Q: 3 clusters Score -1106458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1106487.500000 Penalty: 4636.139160
	Iteration 31Q: 3 clusters Score -1106488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1106510.375000 Penalty: 4636.139160
	Iteration 32Q: 3 clusters Score -1106510 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1106541.625000 Penalty: 4636.139160
	Iteration 33Q: 3 clusters Score -1106542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1106578.750000 Penalty: 4636.139160
	Iteration 34Q: 3 clusters Score -1106579 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1106612.375000 Penalty: 4636.139160
	Iteration 35Q: 3 clusters Score -1106612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1106646.875000 Penalty: 4636.139160
	Iteration 36Q: 3 clusters Score -1106647 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1106683.375000 Penalty: 4636.139160
	Iteration 37Q: 3 clusters Score -1106683 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1106722.625000 Penalty: 4636.139160
	Iteration 38Q: 3 clusters Score -1106723 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1106771.000000 Penalty: 4636.139160
	Iteration 39Q: 3 clusters Score -1106771 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1106809.125000 Penalty: 4636.139160
	Iteration 40F: 3 clusters Score -1106809 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1106853.250000 Penalty: 4636.139160
	Iteration 41Q: 3 clusters Score -1106853 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1106887.000000 Penalty: 4636.139160
	Iteration 42Q: 3 clusters Score -1106887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1106917.000000 Penalty: 4636.139160
	Iteration 43Q: 3 clusters Score -1106917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1106945.000000 Penalty: 4636.139160
	Iteration 44Q: 3 clusters Score -1106945 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1106977.625000 Penalty: 4636.139160
	Iteration 45Q: 3 clusters Score -1106978 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1107006 nChanged 105
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Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1107037 nChanged 111
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Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1107071 nChanged 80
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Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1107095 nChanged 77
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Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1107120 nChanged 86
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Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1107142 nChanged 86
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Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1107168 nChanged 86
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Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1107192 nChanged 83
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Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1107217 nChanged 94
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Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1107249 nChanged 88
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Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1107274 nChanged 75
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Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1107297 nChanged 81
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Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1107323 nChanged 92
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Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1107352 nChanged 99
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Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1107386 nChanged 101
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Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1107421 nChanged 110
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Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1107459 nChanged 111
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Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1107497 nChanged 124
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Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1107534.000000 Penalty: 4636.139160
	Iteration 64Q: 3 clusters Score -1107534 nChanged 104
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Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1107567 nChanged 84
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Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1107594 nChanged 85
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Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1107623 nChanged 81
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Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1107647 nChanged 76
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Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1107668 nChanged 68
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Mstep: Class 1 contains 7559 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1107691 nChanged 66
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Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1107706 nChanged 58
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Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1107721 nChanged 50
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Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1107731 nChanged 55
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Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1107747 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1107764 nChanged 65
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Mstep: Class 1 contains 7761 members 
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	Iteration 76Q: 3 clusters Score -1107785 nChanged 49
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Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1107800 nChanged 57
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Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3644 members 
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	Iteration 78Q: 3 clusters Score -1107813 nChanged 49
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Mstep: Class 1 contains 7840 members 
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	Iteration 79Q: 3 clusters Score -1107823 nChanged 28
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Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3613 members 
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	Iteration 80F: 3 clusters Score -1107830 nChanged 30
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Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1107836 nChanged 23
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Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3586 members 
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	Iteration 82Q: 3 clusters Score -1107840 nChanged 19
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Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1107845 nChanged 17
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Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1107845 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1107849 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1107852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1107853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1107856.625000 Penalty: 4636.139160
	Iteration 88Q: 3 clusters Score -1107857 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1107857 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1107860 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1107860 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1107862 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1107866 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1107865 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1107869 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7905 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1107872 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1107870.625000 Penalty: 4636.139160
	Iteration 97Q: 3 clusters Score -1107871 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1107873 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1107877.500000 Penalty: 4636.139160
	Iteration 99Q: 3 clusters Score -1107878 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1107878.875000 Penalty: 4636.139160
	Iteration 100F: 3 clusters Score -1107879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1107879.625000 Penalty: 4636.139160
	Iteration 101Q: 3 clusters Score -1107880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1107880 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1107883.000000 Penalty: 4636.139160
	Iteration 103Q: 3 clusters Score -1107883 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1107884 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1107887 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1107886 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7932 members 
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	Iteration 107Q: 3 clusters Score -1107886 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7934 members 
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	Iteration 108Q: 3 clusters Score -1107886 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1107888 nChanged 4
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Mstep: Class 1 contains 7933 members 
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	Iteration 110Q: 3 clusters Score -1107888 nChanged 3
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Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3533 members 
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	Iteration 111Q: 3 clusters Score -1107887 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1107891.875000 Penalty: 4636.139160
	Iteration 112Q: 3 clusters Score -1107892 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1107893 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1107894 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1107893.375000 Penalty: 4636.139160
	Iteration 115Q: 3 clusters Score -1107893 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1107890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1107893 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1107893 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1107894 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1107893 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3500 members 
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	Iteration 121Q: 3 clusters Score -1107895 nChanged 4
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Mstep: Class 1 contains 7965 members 
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	Iteration 122Q: 3 clusters Score -1107895 nChanged 2
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Mstep: Class 1 contains 7965 members 
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	Iteration 123Q: 3 clusters Score -1107895 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1107897 nChanged 2
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Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3504 members 
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	Iteration 125Q: 3 clusters Score -1107898 nChanged 6
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Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1107898 nChanged 4
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Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1107901 nChanged 5
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Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1107902 nChanged 4
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Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1107902 nChanged 1
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	Iteration 130Q: 3 clusters Score -1107903 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1107902 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1107903 nChanged 2
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	Iteration 133Q: 3 clusters Score -1107903 nChanged 0
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	Iteration 134F: 3 clusters Score -1107903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -65119.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Mstep: Class 1 contains 449 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -63281.12 nChanged 221
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Mstep: Class 1 contains 440 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -63560.83 nChanged 56
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Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -63652.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63681.332031 Penalty: 3373.987793
	Iteration 3Q: 3 clusters Score -63681.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63704.527344 Penalty: 3373.987793
	Iteration 4Q: 3 clusters Score -63704.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63718.238281 Penalty: 3373.987793
	Iteration 5Q: 3 clusters Score -63718.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63730.652344 Penalty: 3373.987793
	Iteration 6Q: 3 clusters Score -63730.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63748.109375 Penalty: 3373.987793
	Iteration 7Q: 3 clusters Score -63748.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63760.902344 Penalty: 3373.987793
	Iteration 8Q: 3 clusters Score -63760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63764.757812 Penalty: 3373.987793
	Iteration 9Q: 3 clusters Score -63764.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63772.531250 Penalty: 3373.987793
	Iteration 10Q: 3 clusters Score -63772.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -63786.828125 Penalty: 3373.987793
	Iteration 11Q: 3 clusters Score -63786.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -63799.945312 Penalty: 3373.987793
	Iteration 12Q: 3 clusters Score -63799.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63805.769531 Penalty: 3373.987793
	Iteration 13Q: 3 clusters Score -63805.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63813.242188 Penalty: 3373.987793
	Iteration 14Q: 3 clusters Score -63813.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63817.460938 Penalty: 3373.987793
	Iteration 15Q: 3 clusters Score -63817.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63819.941406 Penalty: 3373.987793
	Iteration 16Q: 3 clusters Score -63819.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63819.941406 Penalty: 3373.987793
	Iteration 17F: 3 clusters Score -63819.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -394677.218750 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -394677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -391262.812500 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -391262.8 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -391979.687500 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -391979.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -392108.437500 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -392108.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -392177.062500 Penalty: 4015.265869
	Iteration 3Q: 3 clusters Score -392177.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -392233.875000 Penalty: 4015.265869
	Iteration 4Q: 3 clusters Score -392233.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -392274.968750 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -392275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -392302.718750 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -392302.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -392317.562500 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -392317.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -392328.656250 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -392328.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -392347.218750 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -392347.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -392361.625000 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -392361.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -392373.218750 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -392373.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -392381.875000 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -392381.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -392396.531250 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -392396.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -392407.750000 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -392407.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -392419.250000 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -392419.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -392426.562500 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -392426.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -392434.187500 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -392434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -392440.343750 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -392440.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -392452.125000 Penalty: 4015.265869
	Iteration 19Q: 3 clusters Score -392452.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -392460.468750 Penalty: 4015.265869
	Iteration 20F: 3 clusters Score -392460.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -392468.718750 Penalty: 4015.265869
	Iteration 21Q: 3 clusters Score -392468.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -392478.843750 Penalty: 4015.265869
	Iteration 22Q: 3 clusters Score -392478.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -392486.312500 Penalty: 4015.265869
	Iteration 23Q: 3 clusters Score -392486.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -392491.625000 Penalty: 4015.265869
	Iteration 24Q: 3 clusters Score -392491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -392493.906250 Penalty: 4015.265869
	Iteration 25Q: 3 clusters Score -392493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -392496.062500 Penalty: 4015.265869
	Iteration 26Q: 3 clusters Score -392496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -392498.375000 Penalty: 4015.265869
	Iteration 27Q: 3 clusters Score -392498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -392498.125000 Penalty: 4015.265869
	Iteration 28Q: 3 clusters Score -392498.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -392499.281250 Penalty: 4015.265869
	Iteration 29Q: 3 clusters Score -392499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -392499.375000 Penalty: 4015.265869
	Iteration 30Q: 3 clusters Score -392499.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -392500.843750 Penalty: 4015.265869
	Iteration 31Q: 3 clusters Score -392500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -392502.906250 Penalty: 4015.265869
	Iteration 32Q: 3 clusters Score -392502.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -392504.781250 Penalty: 4015.265869
	Iteration 33Q: 3 clusters Score -392504.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -392506.000000 Penalty: 4015.265869
	Iteration 34Q: 3 clusters Score -392506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -392507.031250 Penalty: 4015.265869
	Iteration 35Q: 3 clusters Score -392507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -392508.687500 Penalty: 4015.265869
	Iteration 36Q: 3 clusters Score -392508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -392509.656250 Penalty: 4015.265869
	Iteration 37Q: 3 clusters Score -392509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -392511.406250 Penalty: 4015.265869
	Iteration 38Q: 3 clusters Score -392511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -392511.937500 Penalty: 4015.265869
	Iteration 39Q: 3 clusters Score -392511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -392513.625000 Penalty: 4015.265869
	Iteration 40F: 3 clusters Score -392513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -392514.687500 Penalty: 4015.265869
	Iteration 41Q: 3 clusters Score -392514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -392515.312500 Penalty: 4015.265869
	Iteration 42Q: 3 clusters Score -392515.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -392516.187500 Penalty: 4015.265869
	Iteration 43Q: 3 clusters Score -392516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -392517.562500 Penalty: 4015.265869
	Iteration 44Q: 3 clusters Score -392517.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -392517.718750 Penalty: 4015.265869
	Iteration 45Q: 3 clusters Score -392517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -392517.718750 Penalty: 4015.265869
	Iteration 46F: 3 clusters Score -392517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Entering Unmasked Estep 
Score: -1075505.000000 Penalty: 2256.209473
	Iteration 0F: 2 clusters Score -1075505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1068371.625000 Penalty: 4512.418945
	Iteration 0F: 3 clusters Score -1068372 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1070432.000000 Penalty: 4512.418945
	Iteration 1F: 3 clusters Score -1070432 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1070845.125000 Penalty: 4512.418945
	Iteration 2F: 3 clusters Score -1070845 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1071150.875000 Penalty: 4512.418945
	Iteration 3F: 3 clusters Score -1071151 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1071430.000000 Penalty: 4512.418945
	Iteration 4F: 3 clusters Score -1071430 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1071713.250000 Penalty: 4512.418945
	Iteration 5Q: 3 clusters Score -1071713 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1071998.125000 Penalty: 4512.418945
	Iteration 6Q: 3 clusters Score -1071998 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1072285.000000 Penalty: 4512.418945
	Iteration 7Q: 3 clusters Score -1072285 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1072559.500000 Penalty: 4512.418945
	Iteration 8Q: 3 clusters Score -1072560 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1072821.375000 Penalty: 4512.418945
	Iteration 9Q: 3 clusters Score -1072821 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1073053.875000 Penalty: 4512.418945
	Iteration 10Q: 3 clusters Score -1073054 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1073245.000000 Penalty: 4512.418945
	Iteration 11Q: 3 clusters Score -1073245 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1073377.500000 Penalty: 4512.418945
	Iteration 12Q: 3 clusters Score -1073378 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1073478.625000 Penalty: 4512.418945
	Iteration 13Q: 3 clusters Score -1073479 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1073574.500000 Penalty: 4512.418945
	Iteration 14Q: 3 clusters Score -1073574 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1073655.250000 Penalty: 4512.418945
	Iteration 15Q: 3 clusters Score -1073655 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1073716.250000 Penalty: 4512.418945
	Iteration 16Q: 3 clusters Score -1073716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1073765.750000 Penalty: 4512.418945
	Iteration 17Q: 3 clusters Score -1073766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1073809.250000 Penalty: 4512.418945
	Iteration 18Q: 3 clusters Score -1073809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1073853.500000 Penalty: 4512.418945
	Iteration 19Q: 3 clusters Score -1073854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1073910.500000 Penalty: 4512.418945
	Iteration 20F: 3 clusters Score -1073910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1073964.875000 Penalty: 4512.418945
	Iteration 21Q: 3 clusters Score -1073965 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1074012.875000 Penalty: 4512.418945
	Iteration 22Q: 3 clusters Score -1074013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1074048.125000 Penalty: 4512.418945
	Iteration 23Q: 3 clusters Score -1074048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1074078.250000 Penalty: 4512.418945
	Iteration 24Q: 3 clusters Score -1074078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1074100.625000 Penalty: 4512.418945
	Iteration 25Q: 3 clusters Score -1074101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1074123.000000 Penalty: 4512.418945
	Iteration 26Q: 3 clusters Score -1074123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1074137.875000 Penalty: 4512.418945
	Iteration 27Q: 3 clusters Score -1074138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1074141.250000 Penalty: 4512.418945
	Iteration 28Q: 3 clusters Score -1074141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1074146.375000 Penalty: 4512.418945
	Iteration 29Q: 3 clusters Score -1074146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1074152.000000 Penalty: 4512.418945
	Iteration 30Q: 3 clusters Score -1074152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1074155.625000 Penalty: 4512.418945
	Iteration 31Q: 3 clusters Score -1074156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1074158.625000 Penalty: 4512.418945
	Iteration 32Q: 3 clusters Score -1074159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1074162.375000 Penalty: 4512.418945
	Iteration 33Q: 3 clusters Score -1074162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1074165.500000 Penalty: 4512.418945
	Iteration 34Q: 3 clusters Score -1074166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1074166.375000 Penalty: 4512.418945
	Iteration 35Q: 3 clusters Score -1074166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1074167.250000 Penalty: 4512.418945
	Iteration 36Q: 3 clusters Score -1074167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1074167.875000 Penalty: 4512.418945
	Iteration 37Q: 3 clusters Score -1074168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1074167.125000 Penalty: 4512.418945
	Iteration 38Q: 3 clusters Score -1074167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1074169.000000 Penalty: 4512.418945
	Iteration 39Q: 3 clusters Score -1074169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1074170.750000 Penalty: 4512.418945
	Iteration 40F: 3 clusters Score -1074171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Entering Unmasked Estep 
Score: -1971234.375000 Penalty: 2433.858643
	Iteration 0F: 2 clusters Score -1971234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1958345.625000 Penalty: 4867.717285
	Iteration 0F: 3 clusters Score -1958346 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1963055.500000 Penalty: 4867.717285
	Iteration 1F: 3 clusters Score -1963056 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1963811.125000 Penalty: 4867.717285
	Iteration 2F: 3 clusters Score -1963811 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1964516.250000 Penalty: 4867.717285
	Iteration 3F: 3 clusters Score -1964516 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1965195.375000 Penalty: 4867.717285
	Iteration 4F: 3 clusters Score -1965195 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1965741.250000 Penalty: 4867.717285
	Iteration 5F: 3 clusters Score -1965741 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1966175.875000 Penalty: 4867.717285
	Iteration 6Q: 3 clusters Score -1966176 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1966545.125000 Penalty: 4867.717285
	Iteration 7Q: 3 clusters Score -1966545 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1966921.000000 Penalty: 4867.717285
	Iteration 8Q: 3 clusters Score -1966921 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1967275.500000 Penalty: 4867.717285
	Iteration 9Q: 3 clusters Score -1967276 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1967621.750000 Penalty: 4867.717285
	Iteration 10Q: 3 clusters Score -1967622 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1967958.875000 Penalty: 4867.717285
	Iteration 11Q: 3 clusters Score -1967959 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1968282.750000 Penalty: 4867.717285
	Iteration 12Q: 3 clusters Score -1968283 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1968567.250000 Penalty: 4867.717285
	Iteration 13Q: 3 clusters Score -1968567 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1968820.500000 Penalty: 4867.717285
	Iteration 14Q: 3 clusters Score -1968820 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1969073.250000 Penalty: 4867.717285
	Iteration 15Q: 3 clusters Score -1969073 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1969306.000000 Penalty: 4867.717285
	Iteration 16Q: 3 clusters Score -1969306 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1969484.125000 Penalty: 4867.717285
	Iteration 17Q: 3 clusters Score -1969484 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1969661.625000 Penalty: 4867.717285
	Iteration 18Q: 3 clusters Score -1969662 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1969805.000000 Penalty: 4867.717285
	Iteration 19Q: 3 clusters Score -1969805 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1969941.000000 Penalty: 4867.717285
	Iteration 20F: 3 clusters Score -1969941 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1970045.875000 Penalty: 4867.717285
	Iteration 21Q: 3 clusters Score -1970046 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1970110.625000 Penalty: 4867.717285
	Iteration 22Q: 3 clusters Score -1970111 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1970164.625000 Penalty: 4867.717285
	Iteration 23Q: 3 clusters Score -1970165 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1970214.750000 Penalty: 4867.717285
	Iteration 24Q: 3 clusters Score -1970215 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1970257.000000 Penalty: 4867.717285
	Iteration 25Q: 3 clusters Score -1970257 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1970292.250000 Penalty: 4867.717285
	Iteration 26Q: 3 clusters Score -1970292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1970333.625000 Penalty: 4867.717285
	Iteration 27Q: 3 clusters Score -1970334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1970376.125000 Penalty: 4867.717285
	Iteration 28Q: 3 clusters Score -1970376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1970402.375000 Penalty: 4867.717285
	Iteration 29Q: 3 clusters Score -1970402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1970424.750000 Penalty: 4867.717285
	Iteration 30Q: 3 clusters Score -1970425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1970453.250000 Penalty: 4867.717285
	Iteration 31Q: 3 clusters Score -1970453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1970479.375000 Penalty: 4867.717285
	Iteration 32Q: 3 clusters Score -1970479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1970505.375000 Penalty: 4867.717285
	Iteration 33Q: 3 clusters Score -1970505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1970525.625000 Penalty: 4867.717285
	Iteration 34Q: 3 clusters Score -1970526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1970539.750000 Penalty: 4867.717285
	Iteration 35Q: 3 clusters Score -1970540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1970552.500000 Penalty: 4867.717285
	Iteration 36Q: 3 clusters Score -1970552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1970567.375000 Penalty: 4867.717285
	Iteration 37Q: 3 clusters Score -1970567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1970580.750000 Penalty: 4867.717285
	Iteration 38Q: 3 clusters Score -1970581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1970586.250000 Penalty: 4867.717285
	Iteration 39Q: 3 clusters Score -1970586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1970594.750000 Penalty: 4867.717285
	Iteration 40F: 3 clusters Score -1970595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1970598.125000 Penalty: 4867.717285
	Iteration 41Q: 3 clusters Score -1970598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1970598.500000 Penalty: 4867.717285
	Iteration 42Q: 3 clusters Score -1970598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1970607.875000 Penalty: 4867.717285
	Iteration 43Q: 3 clusters Score -1970608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1970618.625000 Penalty: 4867.717285
	Iteration 44Q: 3 clusters Score -1970619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1970623.500000 Penalty: 4867.717285
	Iteration 45Q: 3 clusters Score -1970624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1970621.500000 Penalty: 4867.717285
	Iteration 46Q: 3 clusters Score -1970622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1970628.000000 Penalty: 4867.717285
	Iteration 47Q: 3 clusters Score -1970628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1970627.875000 Penalty: 4867.717285
	Iteration 48Q: 3 clusters Score -1970628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1970632.125000 Penalty: 4867.717285
	Iteration 49Q: 3 clusters Score -1970632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1970636.500000 Penalty: 4867.717285
	Iteration 50Q: 3 clusters Score -1970636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1970637.625000 Penalty: 4867.717285
	Iteration 51Q: 3 clusters Score -1970638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1970639.375000 Penalty: 4867.717285
	Iteration 52Q: 3 clusters Score -1970639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1970639.875000 Penalty: 4867.717285
	Iteration 53Q: 3 clusters Score -1970640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1970638.500000 Penalty: 4867.717285
	Iteration 54Q: 3 clusters Score -1970638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1970642.500000 Penalty: 4867.717285
	Iteration 55Q: 3 clusters Score -1970642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1970642.500000 Penalty: 4867.717285
	Iteration 56F: 3 clusters Score -1970642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Entering Unmasked Estep 
Score: -3787092.250000 Penalty: 2589.028076
	Iteration 0F: 2 clusters Score -3787092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3763929.000000 Penalty: 5178.056152
	Iteration 0F: 3 clusters Score -3763929 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3772722.000000 Penalty: 5178.056152
	Iteration 1F: 3 clusters Score -3772722 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3773757.000000 Penalty: 5178.056152
	Iteration 2F: 3 clusters Score -3773757 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3774924.000000 Penalty: 5178.056152
	Iteration 3F: 3 clusters Score -3774924 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3776114.000000 Penalty: 5178.056152
	Iteration 4F: 3 clusters Score -3776114 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3777252.250000 Penalty: 5178.056152
	Iteration 5F: 3 clusters Score -3777252 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3778264.250000 Penalty: 5178.056152
	Iteration 6F: 3 clusters Score -3778264 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3779116.750000 Penalty: 5178.056152
	Iteration 7Q: 3 clusters Score -3779117 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3779774.500000 Penalty: 5178.056152
	Iteration 8Q: 3 clusters Score -3779774 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3780259.000000 Penalty: 5178.056152
	Iteration 9Q: 3 clusters Score -3780259 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3780713.750000 Penalty: 5178.056152
	Iteration 10Q: 3 clusters Score -3780714 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3781071.750000 Penalty: 5178.056152
	Iteration 11Q: 3 clusters Score -3781072 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3781435.000000 Penalty: 5178.056152
	Iteration 12Q: 3 clusters Score -3781435 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3781749.000000 Penalty: 5178.056152
	Iteration 13Q: 3 clusters Score -3781749 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3782040.750000 Penalty: 5178.056152
	Iteration 14Q: 3 clusters Score -3782041 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3782252.000000 Penalty: 5178.056152
	Iteration 15Q: 3 clusters Score -3782252 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3782466.000000 Penalty: 5178.056152
	Iteration 16Q: 3 clusters Score -3782466 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3782654.500000 Penalty: 5178.056152
	Iteration 17Q: 3 clusters Score -3782654 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3782795.000000 Penalty: 5178.056152
	Iteration 18Q: 3 clusters Score -3782795 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3782915.750000 Penalty: 5178.056152
	Iteration 19Q: 3 clusters Score -3782916 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -3783058.000000 Penalty: 5178.056152
	Iteration 20F: 3 clusters Score -3783058 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3783174.250000 Penalty: 5178.056152
	Iteration 21Q: 3 clusters Score -3783174 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3783294.750000 Penalty: 5178.056152
	Iteration 22Q: 3 clusters Score -3783295 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3783410.750000 Penalty: 5178.056152
	Iteration 23Q: 3 clusters Score -3783411 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3783504.500000 Penalty: 5178.056152
	Iteration 24Q: 3 clusters Score -3783504 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3783571.500000 Penalty: 5178.056152
	Iteration 25Q: 3 clusters Score -3783572 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -3783661.000000 Penalty: 5178.056152
	Iteration 26Q: 3 clusters Score -3783661 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3783750.500000 Penalty: 5178.056152
	Iteration 27Q: 3 clusters Score -3783750 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3783845.750000 Penalty: 5178.056152
	Iteration 28Q: 3 clusters Score -3783846 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3783923.750000 Penalty: 5178.056152
	Iteration 29Q: 3 clusters Score -3783924 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -3784014.750000 Penalty: 5178.056152
	Iteration 30Q: 3 clusters Score -3784015 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3784120.500000 Penalty: 5178.056152
	Iteration 31Q: 3 clusters Score -3784120 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3784197.500000 Penalty: 5178.056152
	Iteration 32Q: 3 clusters Score -3784198 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3784285.250000 Penalty: 5178.056152
	Iteration 33Q: 3 clusters Score -3784285 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3784388.000000 Penalty: 5178.056152
	Iteration 34Q: 3 clusters Score -3784388 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -3784491.250000 Penalty: 5178.056152
	Iteration 35Q: 3 clusters Score -3784491 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3784583.000000 Penalty: 5178.056152
	Iteration 36Q: 3 clusters Score -3784583 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -3784681.000000 Penalty: 5178.056152
	Iteration 37Q: 3 clusters Score -3784681 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3784770.250000 Penalty: 5178.056152
	Iteration 38Q: 3 clusters Score -3784770 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3784851.250000 Penalty: 5178.056152
	Iteration 39Q: 3 clusters Score -3784851 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3784946.750000 Penalty: 5178.056152
	Iteration 40F: 3 clusters Score -3784947 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3785035.000000 Penalty: 5178.056152
	Iteration 41Q: 3 clusters Score -3785035 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -3785101.250000 Penalty: 5178.056152
	Iteration 42Q: 3 clusters Score -3785101 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3785150.000000 Penalty: 5178.056152
	Iteration 43Q: 3 clusters Score -3785150 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3785229.000000 Penalty: 5178.056152
	Iteration 44Q: 3 clusters Score -3785229 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3785294.500000 Penalty: 5178.056152
	Iteration 45Q: 3 clusters Score -3785294 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3785353.250000 Penalty: 5178.056152
	Iteration 46Q: 3 clusters Score -3785353 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3785396.000000 Penalty: 5178.056152
	Iteration 47Q: 3 clusters Score -3785396 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3785411.500000 Penalty: 5178.056152
	Iteration 48Q: 3 clusters Score -3785412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3785437.000000 Penalty: 5178.056152
	Iteration 49Q: 3 clusters Score -3785437 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3785467.000000 Penalty: 5178.056152
	Iteration 50Q: 3 clusters Score -3785467 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3785487.750000 Penalty: 5178.056152
	Iteration 51Q: 3 clusters Score -3785488 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3785530.750000 Penalty: 5178.056152
	Iteration 52Q: 3 clusters Score -3785531 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -3785539.500000 Penalty: 5178.056152
	Iteration 53Q: 3 clusters Score -3785540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3785571.500000 Penalty: 5178.056152
	Iteration 54Q: 3 clusters Score -3785572 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3785603.000000 Penalty: 5178.056152
	Iteration 55Q: 3 clusters Score -3785603 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3785622.000000 Penalty: 5178.056152
	Iteration 56Q: 3 clusters Score -3785622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3785636.250000 Penalty: 5178.056152
	Iteration 57Q: 3 clusters Score -3785636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3785635.000000 Penalty: 5178.056152
	Iteration 58Q: 3 clusters Score -3785635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3785647.500000 Penalty: 5178.056152
	Iteration 59Q: 3 clusters Score -3785648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3785658.500000 Penalty: 5178.056152
	Iteration 60F: 3 clusters Score -3785658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3785662.000000 Penalty: 5178.056152
	Iteration 61Q: 3 clusters Score -3785662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3785663.000000 Penalty: 5178.056152
	Iteration 62Q: 3 clusters Score -3785663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3785675.500000 Penalty: 5178.056152
	Iteration 63Q: 3 clusters Score -3785676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3785682.500000 Penalty: 5178.056152
	Iteration 64Q: 3 clusters Score -3785682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3785685.250000 Penalty: 5178.056152
	Iteration 65Q: 3 clusters Score -3785685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3785696.500000 Penalty: 5178.056152
	Iteration 66Q: 3 clusters Score -3785696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3785701.250000 Penalty: 5178.056152
	Iteration 67Q: 3 clusters Score -3785701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3785706.750000 Penalty: 5178.056152
	Iteration 68Q: 3 clusters Score -3785707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3785709.000000 Penalty: 5178.056152
	Iteration 69Q: 3 clusters Score -3785709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3785716.000000 Penalty: 5178.056152
	Iteration 70Q: 3 clusters Score -3785716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3785714.000000 Penalty: 5178.056152
	Iteration 71Q: 3 clusters Score -3785714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3785723.750000 Penalty: 5178.056152
	Iteration 72Q: 3 clusters Score -3785724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3785719.500000 Penalty: 5178.056152
	Iteration 73Q: 3 clusters Score -3785720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3785725.500000 Penalty: 5178.056152
	Iteration 74Q: 3 clusters Score -3785726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3785730.500000 Penalty: 5178.056152
	Iteration 75Q: 3 clusters Score -3785730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3785729.750000 Penalty: 5178.056152
	Iteration 76Q: 3 clusters Score -3785730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3785732.750000 Penalty: 5178.056152
	Iteration 77Q: 3 clusters Score -3785733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3785735.500000 Penalty: 5178.056152
	Iteration 78Q: 3 clusters Score -3785736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3785738.250000 Penalty: 5178.056152
	Iteration 79Q: 3 clusters Score -3785738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3785737.000000 Penalty: 5178.056152
	Iteration 80F: 3 clusters Score -3785737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3785737.500000 Penalty: 5178.056152
	Iteration 81Q: 3 clusters Score -3785738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3785733.500000 Penalty: 5178.056152
	Iteration 82Q: 3 clusters Score -3785734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3785733.500000 Penalty: 5178.056152
	Iteration 83F: 3 clusters Score -3785734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -1593299.375000 Penalty: 2356.357666
	Iteration 0F: 2 clusters Score -1593299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1583515.125000 Penalty: 4712.715332
	Iteration 0F: 3 clusters Score -1583515 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1586616.125000 Penalty: 4712.715332
	Iteration 1F: 3 clusters Score -1586616 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1587083.125000 Penalty: 4712.715332
	Iteration 2F: 3 clusters Score -1587083 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1587563.500000 Penalty: 4712.715332
	Iteration 3F: 3 clusters Score -1587564 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1588036.625000 Penalty: 4712.715332
	Iteration 4F: 3 clusters Score -1588037 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1588557.375000 Penalty: 4712.715332
	Iteration 5F: 3 clusters Score -1588557 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1589080.375000 Penalty: 4712.715332
	Iteration 6F: 3 clusters Score -1589080 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1589569.625000 Penalty: 4712.715332
	Iteration 7F: 3 clusters Score -1589570 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1589982.500000 Penalty: 4712.715332
	Iteration 8Q: 3 clusters Score -1589982 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1590358.750000 Penalty: 4712.715332
	Iteration 9Q: 3 clusters Score -1590359 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1590689.250000 Penalty: 4712.715332
	Iteration 10Q: 3 clusters Score -1590689 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1590983.750000 Penalty: 4712.715332
	Iteration 11Q: 3 clusters Score -1590984 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1591244.500000 Penalty: 4712.715332
	Iteration 12Q: 3 clusters Score -1591244 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1591410.625000 Penalty: 4712.715332
	Iteration 13Q: 3 clusters Score -1591411 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1591516.750000 Penalty: 4712.715332
	Iteration 14Q: 3 clusters Score -1591517 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1591601.875000 Penalty: 4712.715332
	Iteration 15Q: 3 clusters Score -1591602 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1591680.500000 Penalty: 4712.715332
	Iteration 16Q: 3 clusters Score -1591680 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1591748.875000 Penalty: 4712.715332
	Iteration 17Q: 3 clusters Score -1591749 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1591812.875000 Penalty: 4712.715332
	Iteration 18Q: 3 clusters Score -1591813 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1591855.750000 Penalty: 4712.715332
	Iteration 19Q: 3 clusters Score -1591856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1591898.750000 Penalty: 4712.715332
	Iteration 20F: 3 clusters Score -1591899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1591931.125000 Penalty: 4712.715332
	Iteration 21Q: 3 clusters Score -1591931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1591952.750000 Penalty: 4712.715332
	Iteration 22Q: 3 clusters Score -1591953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1591973.750000 Penalty: 4712.715332
	Iteration 23Q: 3 clusters Score -1591974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1591989.125000 Penalty: 4712.715332
	Iteration 24Q: 3 clusters Score -1591989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1591999.250000 Penalty: 4712.715332
	Iteration 25Q: 3 clusters Score -1591999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1592012.500000 Penalty: 4712.715332
	Iteration 26Q: 3 clusters Score -1592012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1592019.125000 Penalty: 4712.715332
	Iteration 27Q: 3 clusters Score -1592019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1592027.250000 Penalty: 4712.715332
	Iteration 28Q: 3 clusters Score -1592027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1592035.250000 Penalty: 4712.715332
	Iteration 29Q: 3 clusters Score -1592035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1592034.000000 Penalty: 4712.715332
	Iteration 30Q: 3 clusters Score -1592034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1592038.750000 Penalty: 4712.715332
	Iteration 31Q: 3 clusters Score -1592039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1592039.875000 Penalty: 4712.715332
	Iteration 32Q: 3 clusters Score -1592040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1592038.875000 Penalty: 4712.715332
	Iteration 33Q: 3 clusters Score -1592039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1592040.125000 Penalty: 4712.715332
	Iteration 34Q: 3 clusters Score -1592040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1592040.125000 Penalty: 4712.715332
	Iteration 35F: 3 clusters Score -1592040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -72437.398438 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -72437.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -70762.632812 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -70762.63 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71093.320312 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -71093.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71239.906250 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -71239.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71308.593750 Penalty: 3278.237305
	Iteration 3Q: 3 clusters Score -71308.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71347.859375 Penalty: 3278.237305
	Iteration 4Q: 3 clusters Score -71347.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71364.953125 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -71364.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71376.304688 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -71376.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71386.218750 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -71386.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71389.476562 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -71389.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71390.757812 Penalty: 3278.237305
	Iteration 9Q: 3 clusters Score -71390.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71390.757812 Penalty: 3278.237305
	Iteration 10F: 3 clusters Score -71390.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -321938.718750 Penalty: 1963.096924
	Iteration 0F: 2 clusters Score -321938.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -318905.656250 Penalty: 3926.193848
	Iteration 0F: 3 clusters Score -318905.7 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -319570.218750 Penalty: 3926.193848
	Iteration 1F: 3 clusters Score -319570.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -319765.625000 Penalty: 3926.193848
	Iteration 2F: 3 clusters Score -319765.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -319917.406250 Penalty: 3926.193848
	Iteration 3F: 3 clusters Score -319917.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -320035.093750 Penalty: 3926.193848
	Iteration 4Q: 3 clusters Score -320035.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -320157.125000 Penalty: 3926.193848
	Iteration 5Q: 3 clusters Score -320157.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -320280.250000 Penalty: 3926.193848
	Iteration 6Q: 3 clusters Score -320280.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -320435.437500 Penalty: 3926.193848
	Iteration 7Q: 3 clusters Score -320435.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -320578.000000 Penalty: 3926.193848
	Iteration 8Q: 3 clusters Score -320578 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -320711.500000 Penalty: 3926.193848
	Iteration 9Q: 3 clusters Score -320711.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -320820.843750 Penalty: 3926.193848
	Iteration 10Q: 3 clusters Score -320820.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -320958.656250 Penalty: 3926.193848
	Iteration 11Q: 3 clusters Score -320958.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -321125.593750 Penalty: 3926.193848
	Iteration 12Q: 3 clusters Score -321125.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -321371.687500 Penalty: 3926.193848
	Iteration 13Q: 3 clusters Score -321371.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -321798.468750 Penalty: 3926.193848
	Iteration 14Q: 3 clusters Score -321798.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -322238.812500 Penalty: 3926.193848
	Iteration 15Q: 3 clusters Score -322238.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -322460.281250 Penalty: 3926.193848
	Iteration 16Q: 3 clusters Score -322460.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -322492.562500 Penalty: 3926.193848
	Iteration 17Q: 3 clusters Score -322492.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -322499.187500 Penalty: 3926.193848
	Iteration 18Q: 3 clusters Score -322499.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -322500.718750 Penalty: 3926.193848
	Iteration 19Q: 3 clusters Score -322500.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -322505.218750 Penalty: 3926.193848
	Iteration 20F: 3 clusters Score -322505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -322512.156250 Penalty: 3926.193848
	Iteration 21Q: 3 clusters Score -322512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -322516.906250 Penalty: 3926.193848
	Iteration 22Q: 3 clusters Score -322516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -322518.125000 Penalty: 3926.193848
	Iteration 23Q: 3 clusters Score -322518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -322519.093750 Penalty: 3926.193848
	Iteration 24Q: 3 clusters Score -322519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -322520.562500 Penalty: 3926.193848
	Iteration 25Q: 3 clusters Score -322520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -322523.250000 Penalty: 3926.193848
	Iteration 26Q: 3 clusters Score -322523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -322523.250000 Penalty: 3926.193848
	Iteration 27F: 3 clusters Score -322523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23573 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 18287 members 
Mstep: Class 19 contains 34188 members 
Mstep: Class 20 contains 13379 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 1450 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7931 members 
Mstep: Class 27 contains 5667 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9897 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13550 members 
Mstep: Class 37 contains 1290 members 
Entering Unmasked Estep 
Score: -35710476.000000 Penalty: 116350.539062
Splitting cluster 22 changes total score from -35711068.000000 to -35710476.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (7038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Entering Unmasked Estep 
Score: -864557.250000 Penalty: 2197.051758
	Iteration 0F: 2 clusters Score -864557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -858804.937500 Penalty: 4394.103516
	Iteration 0F: 3 clusters Score -858804.9 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -860297.500000 Penalty: 4394.103516
	Iteration 1F: 3 clusters Score -860297.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -860544.562500 Penalty: 4394.103516
	Iteration 2F: 3 clusters Score -860544.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -860705.937500 Penalty: 4394.103516
	Iteration 3F: 3 clusters Score -860705.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -860803.250000 Penalty: 4394.103516
	Iteration 4Q: 3 clusters Score -860803.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -860886.125000 Penalty: 4394.103516
	Iteration 5Q: 3 clusters Score -860886.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -860960.250000 Penalty: 4394.103516
	Iteration 6Q: 3 clusters Score -860960.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -861041.062500 Penalty: 4394.103516
	Iteration 7Q: 3 clusters Score -861041.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -861115.250000 Penalty: 4394.103516
	Iteration 8Q: 3 clusters Score -861115.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -861183.062500 Penalty: 4394.103516
	Iteration 9Q: 3 clusters Score -861183.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -861266.937500 Penalty: 4394.103516
	Iteration 10Q: 3 clusters Score -861266.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -861361.125000 Penalty: 4394.103516
	Iteration 11Q: 3 clusters Score -861361.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -861467.312500 Penalty: 4394.103516
	Iteration 12Q: 3 clusters Score -861467.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -861599.312500 Penalty: 4394.103516
	Iteration 13Q: 3 clusters Score -861599.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -861744.562500 Penalty: 4394.103516
	Iteration 14Q: 3 clusters Score -861744.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -861880.562500 Penalty: 4394.103516
	Iteration 15Q: 3 clusters Score -861880.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -862001.000000 Penalty: 4394.103516
	Iteration 16Q: 3 clusters Score -862001 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -862099.625000 Penalty: 4394.103516
	Iteration 17Q: 3 clusters Score -862099.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -862166.875000 Penalty: 4394.103516
	Iteration 18Q: 3 clusters Score -862166.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -862241.937500 Penalty: 4394.103516
	Iteration 19Q: 3 clusters Score -862241.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -862308.750000 Penalty: 4394.103516
	Iteration 20F: 3 clusters Score -862308.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -862369.187500 Penalty: 4394.103516
	Iteration 21Q: 3 clusters Score -862369.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -862415.812500 Penalty: 4394.103516
	Iteration 22Q: 3 clusters Score -862415.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -862455.500000 Penalty: 4394.103516
	Iteration 23Q: 3 clusters Score -862455.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -862491.812500 Penalty: 4394.103516
	Iteration 24Q: 3 clusters Score -862491.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -862516.500000 Penalty: 4394.103516
	Iteration 25Q: 3 clusters Score -862516.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -862545.500000 Penalty: 4394.103516
	Iteration 26Q: 3 clusters Score -862545.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -862560.375000 Penalty: 4394.103516
	Iteration 27Q: 3 clusters Score -862560.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -862574.625000 Penalty: 4394.103516
	Iteration 28Q: 3 clusters Score -862574.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -862585.187500 Penalty: 4394.103516
	Iteration 29Q: 3 clusters Score -862585.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -862594.500000 Penalty: 4394.103516
	Iteration 30Q: 3 clusters Score -862594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -862599.062500 Penalty: 4394.103516
	Iteration 31Q: 3 clusters Score -862599.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -862602.000000 Penalty: 4394.103516
	Iteration 32Q: 3 clusters Score -862602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -862607.500000 Penalty: 4394.103516
	Iteration 33Q: 3 clusters Score -862607.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -862616.375000 Penalty: 4394.103516
	Iteration 34Q: 3 clusters Score -862616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -862619.437500 Penalty: 4394.103516
	Iteration 35Q: 3 clusters Score -862619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -862620.750000 Penalty: 4394.103516
	Iteration 36Q: 3 clusters Score -862620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -862620.437500 Penalty: 4394.103516
	Iteration 37Q: 3 clusters Score -862620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -862620.437500 Penalty: 4394.103516
	Iteration 38F: 3 clusters Score -862620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -601703.812500 Penalty: 2203.108398
	Iteration 0F: 2 clusters Score -601703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -595725.375000 Penalty: 4406.216797
	Iteration 0F: 3 clusters Score -595725.4 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -597477.750000 Penalty: 4406.216797
	Iteration 1F: 3 clusters Score -597477.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -597945.250000 Penalty: 4406.216797
	Iteration 2F: 3 clusters Score -597945.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -598430.437500 Penalty: 4406.216797
	Iteration 3F: 3 clusters Score -598430.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -598957.437500 Penalty: 4406.216797
	Iteration 4F: 3 clusters Score -598957.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -599435.937500 Penalty: 4406.216797
	Iteration 5F: 3 clusters Score -599435.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -599835.375000 Penalty: 4406.216797
	Iteration 6F: 3 clusters Score -599835.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -600122.187500 Penalty: 4406.216797
	Iteration 7Q: 3 clusters Score -600122.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -600311.812500 Penalty: 4406.216797
	Iteration 8Q: 3 clusters Score -600311.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -600484.312500 Penalty: 4406.216797
	Iteration 9Q: 3 clusters Score -600484.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -600611.937500 Penalty: 4406.216797
	Iteration 10Q: 3 clusters Score -600611.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -600713.125000 Penalty: 4406.216797
	Iteration 11Q: 3 clusters Score -600713.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -600794.125000 Penalty: 4406.216797
	Iteration 12Q: 3 clusters Score -600794.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -600848.187500 Penalty: 4406.216797
	Iteration 13Q: 3 clusters Score -600848.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -600898.000000 Penalty: 4406.216797
	Iteration 14Q: 3 clusters Score -600898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -600929.062500 Penalty: 4406.216797
	Iteration 15Q: 3 clusters Score -600929.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -600944.812500 Penalty: 4406.216797
	Iteration 16Q: 3 clusters Score -600944.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -600954.812500 Penalty: 4406.216797
	Iteration 17Q: 3 clusters Score -600954.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -600964.812500 Penalty: 4406.216797
	Iteration 18Q: 3 clusters Score -600964.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -600975.500000 Penalty: 4406.216797
	Iteration 19Q: 3 clusters Score -600975.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -600988.250000 Penalty: 4406.216797
	Iteration 20F: 3 clusters Score -600988.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -600999.375000 Penalty: 4406.216797
	Iteration 21Q: 3 clusters Score -600999.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -601010.437500 Penalty: 4406.216797
	Iteration 22Q: 3 clusters Score -601010.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -601016.937500 Penalty: 4406.216797
	Iteration 23Q: 3 clusters Score -601016.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -601020.875000 Penalty: 4406.216797
	Iteration 24Q: 3 clusters Score -601020.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -601025.875000 Penalty: 4406.216797
	Iteration 25Q: 3 clusters Score -601025.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -601029.125000 Penalty: 4406.216797
	Iteration 26Q: 3 clusters Score -601029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -601031.812500 Penalty: 4406.216797
	Iteration 27Q: 3 clusters Score -601031.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -601032.812500 Penalty: 4406.216797
	Iteration 28Q: 3 clusters Score -601032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -601034.750000 Penalty: 4406.216797
	Iteration 29Q: 3 clusters Score -601034.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -601037.312500 Penalty: 4406.216797
	Iteration 30Q: 3 clusters Score -601037.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -601040.187500 Penalty: 4406.216797
	Iteration 31Q: 3 clusters Score -601040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -601041.937500 Penalty: 4406.216797
	Iteration 32Q: 3 clusters Score -601041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -601042.250000 Penalty: 4406.216797
	Iteration 33Q: 3 clusters Score -601042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -601043.125000 Penalty: 4406.216797
	Iteration 34Q: 3 clusters Score -601043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -601043.687500 Penalty: 4406.216797
	Iteration 35Q: 3 clusters Score -601043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -601046.187500 Penalty: 4406.216797
	Iteration 36Q: 3 clusters Score -601046.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -601046.312500 Penalty: 4406.216797
	Iteration 37Q: 3 clusters Score -601046.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -601047.437500 Penalty: 4406.216797
	Iteration 38Q: 3 clusters Score -601047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -601046.875000 Penalty: 4406.216797
	Iteration 39Q: 3 clusters Score -601046.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -601046.875000 Penalty: 4406.216797
	Iteration 40F: 3 clusters Score -601046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -601046.875000 Penalty: 4406.216797
	Iteration 41Q: 3 clusters Score -601046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -601046.875000 Penalty: 4406.216797
	Iteration 42F: 3 clusters Score -601046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -577204.437500 Penalty: 2102.810791
	Iteration 0F: 2 clusters Score -577204.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -572816.687500 Penalty: 4205.621582
	Iteration 0F: 3 clusters Score -572816.7 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -573900.375000 Penalty: 4205.621582
	Iteration 1F: 3 clusters Score -573900.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -574126.375000 Penalty: 4205.621582
	Iteration 2F: 3 clusters Score -574126.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -574238.562500 Penalty: 4205.621582
	Iteration 3Q: 3 clusters Score -574238.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -574297.250000 Penalty: 4205.621582
	Iteration 4Q: 3 clusters Score -574297.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -574348.625000 Penalty: 4205.621582
	Iteration 5Q: 3 clusters Score -574348.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -574389.437500 Penalty: 4205.621582
	Iteration 6Q: 3 clusters Score -574389.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -574418.875000 Penalty: 4205.621582
	Iteration 7Q: 3 clusters Score -574418.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -574457.625000 Penalty: 4205.621582
	Iteration 8Q: 3 clusters Score -574457.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -574503.437500 Penalty: 4205.621582
	Iteration 9Q: 3 clusters Score -574503.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -574546.625000 Penalty: 4205.621582
	Iteration 10Q: 3 clusters Score -574546.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -574590.125000 Penalty: 4205.621582
	Iteration 11Q: 3 clusters Score -574590.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -574634.187500 Penalty: 4205.621582
	Iteration 12Q: 3 clusters Score -574634.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -574679.500000 Penalty: 4205.621582
	Iteration 13Q: 3 clusters Score -574679.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -574724.562500 Penalty: 4205.621582
	Iteration 14Q: 3 clusters Score -574724.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -574775.437500 Penalty: 4205.621582
	Iteration 15Q: 3 clusters Score -574775.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -574830.625000 Penalty: 4205.621582
	Iteration 16Q: 3 clusters Score -574830.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -574887.625000 Penalty: 4205.621582
	Iteration 17Q: 3 clusters Score -574887.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -574945.125000 Penalty: 4205.621582
	Iteration 18Q: 3 clusters Score -574945.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -574990.187500 Penalty: 4205.621582
	Iteration 19Q: 3 clusters Score -574990.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -575034.500000 Penalty: 4205.621582
	Iteration 20F: 3 clusters Score -575034.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -575075.250000 Penalty: 4205.621582
	Iteration 21Q: 3 clusters Score -575075.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -575113.250000 Penalty: 4205.621582
	Iteration 22Q: 3 clusters Score -575113.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -575148.125000 Penalty: 4205.621582
	Iteration 23Q: 3 clusters Score -575148.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -575174.000000 Penalty: 4205.621582
	Iteration 24Q: 3 clusters Score -575174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -575198.750000 Penalty: 4205.621582
	Iteration 25Q: 3 clusters Score -575198.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -575225.250000 Penalty: 4205.621582
	Iteration 26Q: 3 clusters Score -575225.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -575246.187500 Penalty: 4205.621582
	Iteration 27Q: 3 clusters Score -575246.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -575267.250000 Penalty: 4205.621582
	Iteration 28Q: 3 clusters Score -575267.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -575291.125000 Penalty: 4205.621582
	Iteration 29Q: 3 clusters Score -575291.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -575315.312500 Penalty: 4205.621582
	Iteration 30Q: 3 clusters Score -575315.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -575334.562500 Penalty: 4205.621582
	Iteration 31Q: 3 clusters Score -575334.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -575358.750000 Penalty: 4205.621582
	Iteration 32Q: 3 clusters Score -575358.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -575384.937500 Penalty: 4205.621582
	Iteration 33Q: 3 clusters Score -575384.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -575408.562500 Penalty: 4205.621582
	Iteration 34Q: 3 clusters Score -575408.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -575427.625000 Penalty: 4205.621582
	Iteration 35Q: 3 clusters Score -575427.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -575443.625000 Penalty: 4205.621582
	Iteration 36Q: 3 clusters Score -575443.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -575454.687500 Penalty: 4205.621582
	Iteration 37Q: 3 clusters Score -575454.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -575462.000000 Penalty: 4205.621582
	Iteration 38Q: 3 clusters Score -575462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -575469.125000 Penalty: 4205.621582
	Iteration 39Q: 3 clusters Score -575469.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -575475.875000 Penalty: 4205.621582
	Iteration 40F: 3 clusters Score -575475.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -575481.812500 Penalty: 4205.621582
	Iteration 41Q: 3 clusters Score -575481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -575487.000000 Penalty: 4205.621582
	Iteration 42Q: 3 clusters Score -575487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -575491.437500 Penalty: 4205.621582
	Iteration 43Q: 3 clusters Score -575491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -575496.875000 Penalty: 4205.621582
	Iteration 44Q: 3 clusters Score -575496.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -575502.937500 Penalty: 4205.621582
	Iteration 45Q: 3 clusters Score -575502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -575506.000000 Penalty: 4205.621582
	Iteration 46Q: 3 clusters Score -575506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -575509.562500 Penalty: 4205.621582
	Iteration 47Q: 3 clusters Score -575509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -575512.250000 Penalty: 4205.621582
	Iteration 48Q: 3 clusters Score -575512.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -575515.687500 Penalty: 4205.621582
	Iteration 49Q: 3 clusters Score -575515.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -575517.125000 Penalty: 4205.621582
	Iteration 50Q: 3 clusters Score -575517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -575518.000000 Penalty: 4205.621582
	Iteration 51Q: 3 clusters Score -575518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -575518.000000 Penalty: 4205.621582
	Iteration 52F: 3 clusters Score -575518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Entering Unmasked Estep 
Score: -962021.250000 Penalty: 2226.676514
	Iteration 0F: 2 clusters Score -962021.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -955705.187500 Penalty: 4453.353027
	Iteration 0F: 3 clusters Score -955705.2 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -957456.687500 Penalty: 4453.353027
	Iteration 1F: 3 clusters Score -957456.7 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -957699.937500 Penalty: 4453.353027
	Iteration 2F: 3 clusters Score -957699.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -957869.250000 Penalty: 4453.353027
	Iteration 3Q: 3 clusters Score -957869.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -957991.875000 Penalty: 4453.353027
	Iteration 4Q: 3 clusters Score -957991.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -958095.437500 Penalty: 4453.353027
	Iteration 5Q: 3 clusters Score -958095.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -958181.375000 Penalty: 4453.353027
	Iteration 6Q: 3 clusters Score -958181.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -958260.000000 Penalty: 4453.353027
	Iteration 7Q: 3 clusters Score -958260 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -958329.937500 Penalty: 4453.353027
	Iteration 8Q: 3 clusters Score -958329.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -958405.437500 Penalty: 4453.353027
	Iteration 9Q: 3 clusters Score -958405.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -958479.750000 Penalty: 4453.353027
	Iteration 10Q: 3 clusters Score -958479.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -958559.437500 Penalty: 4453.353027
	Iteration 11Q: 3 clusters Score -958559.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -958632.625000 Penalty: 4453.353027
	Iteration 12Q: 3 clusters Score -958632.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -958706.437500 Penalty: 4453.353027
	Iteration 13Q: 3 clusters Score -958706.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -958793.875000 Penalty: 4453.353027
	Iteration 14Q: 3 clusters Score -958793.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -958873.750000 Penalty: 4453.353027
	Iteration 15Q: 3 clusters Score -958873.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -958959.687500 Penalty: 4453.353027
	Iteration 16Q: 3 clusters Score -958959.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -959037.937500 Penalty: 4453.353027
	Iteration 17Q: 3 clusters Score -959037.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -959108.250000 Penalty: 4453.353027
	Iteration 18Q: 3 clusters Score -959108.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -959182.937500 Penalty: 4453.353027
	Iteration 19Q: 3 clusters Score -959182.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -959251.500000 Penalty: 4453.353027
	Iteration 20F: 3 clusters Score -959251.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -959324.875000 Penalty: 4453.353027
	Iteration 21Q: 3 clusters Score -959324.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -959394.500000 Penalty: 4453.353027
	Iteration 22Q: 3 clusters Score -959394.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -959462.437500 Penalty: 4453.353027
	Iteration 23Q: 3 clusters Score -959462.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -959530.812500 Penalty: 4453.353027
	Iteration 24Q: 3 clusters Score -959530.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -959594.562500 Penalty: 4453.353027
	Iteration 25Q: 3 clusters Score -959594.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -959650.375000 Penalty: 4453.353027
	Iteration 26Q: 3 clusters Score -959650.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -959707.062500 Penalty: 4453.353027
	Iteration 27Q: 3 clusters Score -959707.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -959764.062500 Penalty: 4453.353027
	Iteration 28Q: 3 clusters Score -959764.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -959803.812500 Penalty: 4453.353027
	Iteration 29Q: 3 clusters Score -959803.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -959847.250000 Penalty: 4453.353027
	Iteration 30Q: 3 clusters Score -959847.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -959886.875000 Penalty: 4453.353027
	Iteration 31Q: 3 clusters Score -959886.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -959928.062500 Penalty: 4453.353027
	Iteration 32Q: 3 clusters Score -959928.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -959951.812500 Penalty: 4453.353027
	Iteration 33Q: 3 clusters Score -959951.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -959969.187500 Penalty: 4453.353027
	Iteration 34Q: 3 clusters Score -959969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -959980.500000 Penalty: 4453.353027
	Iteration 35Q: 3 clusters Score -959980.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -959989.500000 Penalty: 4453.353027
	Iteration 36Q: 3 clusters Score -959989.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -960001.312500 Penalty: 4453.353027
	Iteration 37Q: 3 clusters Score -960001.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -960008.437500 Penalty: 4453.353027
	Iteration 38Q: 3 clusters Score -960008.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -960015.937500 Penalty: 4453.353027
	Iteration 39Q: 3 clusters Score -960015.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -960020.625000 Penalty: 4453.353027
	Iteration 40F: 3 clusters Score -960020.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -960024.562500 Penalty: 4453.353027
	Iteration 41Q: 3 clusters Score -960024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -960028.250000 Penalty: 4453.353027
	Iteration 42Q: 3 clusters Score -960028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -960031.437500 Penalty: 4453.353027
	Iteration 43Q: 3 clusters Score -960031.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -960036.500000 Penalty: 4453.353027
	Iteration 44Q: 3 clusters Score -960036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -960037.312500 Penalty: 4453.353027
	Iteration 45Q: 3 clusters Score -960037.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -960036.500000 Penalty: 4453.353027
	Iteration 46Q: 3 clusters Score -960036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -960037.937500 Penalty: 4453.353027
	Iteration 47Q: 3 clusters Score -960037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -960041.187500 Penalty: 4453.353027
	Iteration 48Q: 3 clusters Score -960041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -960042.437500 Penalty: 4453.353027
	Iteration 49Q: 3 clusters Score -960042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -960046.062500 Penalty: 4453.353027
	Iteration 50Q: 3 clusters Score -960046.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -960046.687500 Penalty: 4453.353027
	Iteration 51Q: 3 clusters Score -960046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -960047.687500 Penalty: 4453.353027
	Iteration 52Q: 3 clusters Score -960047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -960049.937500 Penalty: 4453.353027
	Iteration 53Q: 3 clusters Score -960049.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -960049.937500 Penalty: 4453.353027
	Iteration 54F: 3 clusters Score -960049.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -635001.375000 Penalty: 2143.318848
	Iteration 0F: 2 clusters Score -635001.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -629990.812500 Penalty: 4286.637695
	Iteration 0F: 3 clusters Score -629990.8 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -631299.812500 Penalty: 4286.637695
	Iteration 1F: 3 clusters Score -631299.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -631528.750000 Penalty: 4286.637695
	Iteration 2F: 3 clusters Score -631528.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -631709.187500 Penalty: 4286.637695
	Iteration 3F: 3 clusters Score -631709.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -631842.312500 Penalty: 4286.637695
	Iteration 4Q: 3 clusters Score -631842.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -631945.625000 Penalty: 4286.637695
	Iteration 5Q: 3 clusters Score -631945.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -632038.375000 Penalty: 4286.637695
	Iteration 6Q: 3 clusters Score -632038.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -632129.250000 Penalty: 4286.637695
	Iteration 7Q: 3 clusters Score -632129.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -632222.687500 Penalty: 4286.637695
	Iteration 8Q: 3 clusters Score -632222.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -632313.187500 Penalty: 4286.637695
	Iteration 9Q: 3 clusters Score -632313.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -632398.937500 Penalty: 4286.637695
	Iteration 10Q: 3 clusters Score -632398.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -632463.750000 Penalty: 4286.637695
	Iteration 11Q: 3 clusters Score -632463.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -632527.125000 Penalty: 4286.637695
	Iteration 12Q: 3 clusters Score -632527.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -632596.187500 Penalty: 4286.637695
	Iteration 13Q: 3 clusters Score -632596.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -632664.875000 Penalty: 4286.637695
	Iteration 14Q: 3 clusters Score -632664.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -632732.625000 Penalty: 4286.637695
	Iteration 15Q: 3 clusters Score -632732.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -632784.875000 Penalty: 4286.637695
	Iteration 16Q: 3 clusters Score -632784.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -632831.062500 Penalty: 4286.637695
	Iteration 17Q: 3 clusters Score -632831.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -632867.625000 Penalty: 4286.637695
	Iteration 18Q: 3 clusters Score -632867.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -632899.062500 Penalty: 4286.637695
	Iteration 19Q: 3 clusters Score -632899.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -632929.875000 Penalty: 4286.637695
	Iteration 20F: 3 clusters Score -632929.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -632958.187500 Penalty: 4286.637695
	Iteration 21Q: 3 clusters Score -632958.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -632990.125000 Penalty: 4286.637695
	Iteration 22Q: 3 clusters Score -632990.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -633015.812500 Penalty: 4286.637695
	Iteration 23Q: 3 clusters Score -633015.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -633044.125000 Penalty: 4286.637695
	Iteration 24Q: 3 clusters Score -633044.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -633064.187500 Penalty: 4286.637695
	Iteration 25Q: 3 clusters Score -633064.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -633082.875000 Penalty: 4286.637695
	Iteration 26Q: 3 clusters Score -633082.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -633100.437500 Penalty: 4286.637695
	Iteration 27Q: 3 clusters Score -633100.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -633120.375000 Penalty: 4286.637695
	Iteration 28Q: 3 clusters Score -633120.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -633141.687500 Penalty: 4286.637695
	Iteration 29Q: 3 clusters Score -633141.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -633157.937500 Penalty: 4286.637695
	Iteration 30Q: 3 clusters Score -633157.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -633171.937500 Penalty: 4286.637695
	Iteration 31Q: 3 clusters Score -633171.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -633187.625000 Penalty: 4286.637695
	Iteration 32Q: 3 clusters Score -633187.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -633210.937500 Penalty: 4286.637695
	Iteration 33Q: 3 clusters Score -633210.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -633226.687500 Penalty: 4286.637695
	Iteration 34Q: 3 clusters Score -633226.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -633241.812500 Penalty: 4286.637695
	Iteration 35Q: 3 clusters Score -633241.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -633253.875000 Penalty: 4286.637695
	Iteration 36Q: 3 clusters Score -633253.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -633270.000000 Penalty: 4286.637695
	Iteration 37Q: 3 clusters Score -633270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -633286.937500 Penalty: 4286.637695
	Iteration 38Q: 3 clusters Score -633286.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -633301.375000 Penalty: 4286.637695
	Iteration 39Q: 3 clusters Score -633301.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -633317.250000 Penalty: 4286.637695
	Iteration 40F: 3 clusters Score -633317.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -633326.812500 Penalty: 4286.637695
	Iteration 41Q: 3 clusters Score -633326.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -633333.812500 Penalty: 4286.637695
	Iteration 42Q: 3 clusters Score -633333.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -633337.562500 Penalty: 4286.637695
	Iteration 43Q: 3 clusters Score -633337.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -633338.812500 Penalty: 4286.637695
	Iteration 44Q: 3 clusters Score -633338.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -633341.562500 Penalty: 4286.637695
	Iteration 45Q: 3 clusters Score -633341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -633343.500000 Penalty: 4286.637695
	Iteration 46Q: 3 clusters Score -633343.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -633347.000000 Penalty: 4286.637695
	Iteration 47Q: 3 clusters Score -633347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -633345.875000 Penalty: 4286.637695
	Iteration 48Q: 3 clusters Score -633345.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -633345.500000 Penalty: 4286.637695
	Iteration 49Q: 3 clusters Score -633345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -633346.875000 Penalty: 4286.637695
	Iteration 50Q: 3 clusters Score -633346.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -633346.875000 Penalty: 4286.637695
	Iteration 51F: 3 clusters Score -633346.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -702422.750000 Penalty: 2156.858887
	Iteration 0F: 2 clusters Score -702422.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -697232.687500 Penalty: 4313.717773
	Iteration 0F: 3 clusters Score -697232.7 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -698511.250000 Penalty: 4313.717773
	Iteration 1F: 3 clusters Score -698511.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -698806.312500 Penalty: 4313.717773
	Iteration 2F: 3 clusters Score -698806.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -699012.312500 Penalty: 4313.717773
	Iteration 3F: 3 clusters Score -699012.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -699174.062500 Penalty: 4313.717773
	Iteration 4Q: 3 clusters Score -699174.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -699335.750000 Penalty: 4313.717773
	Iteration 5Q: 3 clusters Score -699335.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -699476.750000 Penalty: 4313.717773
	Iteration 6Q: 3 clusters Score -699476.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -699607.062500 Penalty: 4313.717773
	Iteration 7Q: 3 clusters Score -699607.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -699737.437500 Penalty: 4313.717773
	Iteration 8Q: 3 clusters Score -699737.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -699859.375000 Penalty: 4313.717773
	Iteration 9Q: 3 clusters Score -699859.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -700016.125000 Penalty: 4313.717773
	Iteration 10Q: 3 clusters Score -700016.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -700188.312500 Penalty: 4313.717773
	Iteration 11Q: 3 clusters Score -700188.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -700331.125000 Penalty: 4313.717773
	Iteration 12Q: 3 clusters Score -700331.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -700433.937500 Penalty: 4313.717773
	Iteration 13Q: 3 clusters Score -700433.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -700518.250000 Penalty: 4313.717773
	Iteration 14Q: 3 clusters Score -700518.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -700600.625000 Penalty: 4313.717773
	Iteration 15Q: 3 clusters Score -700600.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -700668.062500 Penalty: 4313.717773
	Iteration 16Q: 3 clusters Score -700668.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -700724.750000 Penalty: 4313.717773
	Iteration 17Q: 3 clusters Score -700724.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -700763.750000 Penalty: 4313.717773
	Iteration 18Q: 3 clusters Score -700763.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -700800.437500 Penalty: 4313.717773
	Iteration 19Q: 3 clusters Score -700800.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -700838.875000 Penalty: 4313.717773
	Iteration 20F: 3 clusters Score -700838.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -700873.750000 Penalty: 4313.717773
	Iteration 21Q: 3 clusters Score -700873.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -700906.125000 Penalty: 4313.717773
	Iteration 22Q: 3 clusters Score -700906.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -700933.625000 Penalty: 4313.717773
	Iteration 23Q: 3 clusters Score -700933.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -700961.687500 Penalty: 4313.717773
	Iteration 24Q: 3 clusters Score -700961.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -700982.875000 Penalty: 4313.717773
	Iteration 25Q: 3 clusters Score -700982.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -701001.250000 Penalty: 4313.717773
	Iteration 26Q: 3 clusters Score -701001.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -701018.125000 Penalty: 4313.717773
	Iteration 27Q: 3 clusters Score -701018.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -701036.625000 Penalty: 4313.717773
	Iteration 28Q: 3 clusters Score -701036.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -701048.812500 Penalty: 4313.717773
	Iteration 29Q: 3 clusters Score -701048.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -701061.187500 Penalty: 4313.717773
	Iteration 30Q: 3 clusters Score -701061.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -701079.000000 Penalty: 4313.717773
	Iteration 31Q: 3 clusters Score -701079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -701092.562500 Penalty: 4313.717773
	Iteration 32Q: 3 clusters Score -701092.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -701097.875000 Penalty: 4313.717773
	Iteration 33Q: 3 clusters Score -701097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -701100.437500 Penalty: 4313.717773
	Iteration 34Q: 3 clusters Score -701100.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -701105.500000 Penalty: 4313.717773
	Iteration 35Q: 3 clusters Score -701105.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -701110.000000 Penalty: 4313.717773
	Iteration 36Q: 3 clusters Score -701110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -701113.750000 Penalty: 4313.717773
	Iteration 37Q: 3 clusters Score -701113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -701116.312500 Penalty: 4313.717773
	Iteration 38Q: 3 clusters Score -701116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -701117.875000 Penalty: 4313.717773
	Iteration 39Q: 3 clusters Score -701117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -701118.750000 Penalty: 4313.717773
	Iteration 40F: 3 clusters Score -701118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -701120.250000 Penalty: 4313.717773
	Iteration 41Q: 3 clusters Score -701120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -701119.937500 Penalty: 4313.717773
	Iteration 42Q: 3 clusters Score -701119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -701121.875000 Penalty: 4313.717773
	Iteration 43Q: 3 clusters Score -701121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -701121.875000 Penalty: 4313.717773
	Iteration 44F: 3 clusters Score -701121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -619519.187500 Penalty: 2119.160645
	Iteration 0F: 2 clusters Score -619519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -614944.250000 Penalty: 4238.321289
	Iteration 0F: 3 clusters Score -614944.2 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -616125.625000 Penalty: 4238.321289
	Iteration 1F: 3 clusters Score -616125.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -616391.812500 Penalty: 4238.321289
	Iteration 2F: 3 clusters Score -616391.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -616587.750000 Penalty: 4238.321289
	Iteration 3F: 3 clusters Score -616587.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -616762.937500 Penalty: 4238.321289
	Iteration 4Q: 3 clusters Score -616762.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -616945.875000 Penalty: 4238.321289
	Iteration 5Q: 3 clusters Score -616945.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -617143.750000 Penalty: 4238.321289
	Iteration 6Q: 3 clusters Score -617143.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -617341.625000 Penalty: 4238.321289
	Iteration 7Q: 3 clusters Score -617341.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -617509.062500 Penalty: 4238.321289
	Iteration 8Q: 3 clusters Score -617509.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -617652.250000 Penalty: 4238.321289
	Iteration 9Q: 3 clusters Score -617652.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -617739.312500 Penalty: 4238.321289
	Iteration 10Q: 3 clusters Score -617739.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -617801.875000 Penalty: 4238.321289
	Iteration 11Q: 3 clusters Score -617801.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -617846.000000 Penalty: 4238.321289
	Iteration 12Q: 3 clusters Score -617846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -617875.562500 Penalty: 4238.321289
	Iteration 13Q: 3 clusters Score -617875.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -617898.937500 Penalty: 4238.321289
	Iteration 14Q: 3 clusters Score -617898.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -617916.187500 Penalty: 4238.321289
	Iteration 15Q: 3 clusters Score -617916.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -617927.812500 Penalty: 4238.321289
	Iteration 16Q: 3 clusters Score -617927.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -617940.125000 Penalty: 4238.321289
	Iteration 17Q: 3 clusters Score -617940.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -617946.875000 Penalty: 4238.321289
	Iteration 18Q: 3 clusters Score -617946.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -617953.562500 Penalty: 4238.321289
	Iteration 19Q: 3 clusters Score -617953.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -617960.000000 Penalty: 4238.321289
	Iteration 20F: 3 clusters Score -617960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -617966.625000 Penalty: 4238.321289
	Iteration 21Q: 3 clusters Score -617966.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -617971.187500 Penalty: 4238.321289
	Iteration 22Q: 3 clusters Score -617971.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -617971.312500 Penalty: 4238.321289
	Iteration 23Q: 3 clusters Score -617971.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -617973.312500 Penalty: 4238.321289
	Iteration 24Q: 3 clusters Score -617973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -617974.500000 Penalty: 4238.321289
	Iteration 25Q: 3 clusters Score -617974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -617974.937500 Penalty: 4238.321289
	Iteration 26Q: 3 clusters Score -617974.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -617974.312500 Penalty: 4238.321289
	Iteration 27Q: 3 clusters Score -617974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -617976.000000 Penalty: 4238.321289
	Iteration 28Q: 3 clusters Score -617976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -617977.437500 Penalty: 4238.321289
	Iteration 29Q: 3 clusters Score -617977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -617977.937500 Penalty: 4238.321289
	Iteration 30Q: 3 clusters Score -617977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -617977.875000 Penalty: 4238.321289
	Iteration 31Q: 3 clusters Score -617977.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -617977.875000 Penalty: 4238.321289
	Iteration 32F: 3 clusters Score -617977.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Entering Unmasked Estep 
Score: -1331836.625000 Penalty: 2308.813965
	Iteration 0F: 2 clusters Score -1331837 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 5540 members 
Entering Unmasked Estep 
Score: -1323403.250000 Penalty: 4617.627930
	Iteration 0F: 3 clusters Score -1323403 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1325901.750000 Penalty: 4617.627930
	Iteration 1F: 3 clusters Score -1325902 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1326255.750000 Penalty: 4617.627930
	Iteration 2F: 3 clusters Score -1326256 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1326601.000000 Penalty: 4617.627930
	Iteration 3F: 3 clusters Score -1326601 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1326920.250000 Penalty: 4617.627930
	Iteration 4F: 3 clusters Score -1326920 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1327237.875000 Penalty: 4617.627930
	Iteration 5Q: 3 clusters Score -1327238 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1327558.375000 Penalty: 4617.627930
	Iteration 6Q: 3 clusters Score -1327558 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1327846.000000 Penalty: 4617.627930
	Iteration 7Q: 3 clusters Score -1327846 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1328129.875000 Penalty: 4617.627930
	Iteration 8Q: 3 clusters Score -1328130 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1328383.500000 Penalty: 4617.627930
	Iteration 9Q: 3 clusters Score -1328384 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1328625.625000 Penalty: 4617.627930
	Iteration 10Q: 3 clusters Score -1328626 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1328873.125000 Penalty: 4617.627930
	Iteration 11Q: 3 clusters Score -1328873 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1329088.875000 Penalty: 4617.627930
	Iteration 12Q: 3 clusters Score -1329089 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1329271.750000 Penalty: 4617.627930
	Iteration 13Q: 3 clusters Score -1329272 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1329436.375000 Penalty: 4617.627930
	Iteration 14Q: 3 clusters Score -1329436 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1329579.875000 Penalty: 4617.627930
	Iteration 15Q: 3 clusters Score -1329580 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1329669.125000 Penalty: 4617.627930
	Iteration 16Q: 3 clusters Score -1329669 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1329743.875000 Penalty: 4617.627930
	Iteration 17Q: 3 clusters Score -1329744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1329800.500000 Penalty: 4617.627930
	Iteration 18Q: 3 clusters Score -1329800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1329835.000000 Penalty: 4617.627930
	Iteration 19Q: 3 clusters Score -1329835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1329862.500000 Penalty: 4617.627930
	Iteration 20F: 3 clusters Score -1329862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1329890.250000 Penalty: 4617.627930
	Iteration 21Q: 3 clusters Score -1329890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1329909.500000 Penalty: 4617.627930
	Iteration 22Q: 3 clusters Score -1329910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1329922.000000 Penalty: 4617.627930
	Iteration 23Q: 3 clusters Score -1329922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1329934.750000 Penalty: 4617.627930
	Iteration 24Q: 3 clusters Score -1329935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1329943.750000 Penalty: 4617.627930
	Iteration 25Q: 3 clusters Score -1329944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1329949.250000 Penalty: 4617.627930
	Iteration 26Q: 3 clusters Score -1329949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1329963.625000 Penalty: 4617.627930
	Iteration 27Q: 3 clusters Score -1329964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1329973.625000 Penalty: 4617.627930
	Iteration 28Q: 3 clusters Score -1329974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1329978.000000 Penalty: 4617.627930
	Iteration 29Q: 3 clusters Score -1329978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1329984.000000 Penalty: 4617.627930
	Iteration 30Q: 3 clusters Score -1329984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1329992.500000 Penalty: 4617.627930
	Iteration 31Q: 3 clusters Score -1329992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1330002.625000 Penalty: 4617.627930
	Iteration 32Q: 3 clusters Score -1330003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1330013.500000 Penalty: 4617.627930
	Iteration 33Q: 3 clusters Score -1330014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1330024.125000 Penalty: 4617.627930
	Iteration 34Q: 3 clusters Score -1330024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1330034.375000 Penalty: 4617.627930
	Iteration 35Q: 3 clusters Score -1330034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1330043.750000 Penalty: 4617.627930
	Iteration 36Q: 3 clusters Score -1330044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1330051.625000 Penalty: 4617.627930
	Iteration 37Q: 3 clusters Score -1330052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1330058.625000 Penalty: 4617.627930
	Iteration 38Q: 3 clusters Score -1330059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1330062.750000 Penalty: 4617.627930
	Iteration 39Q: 3 clusters Score -1330063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1330066.250000 Penalty: 4617.627930
	Iteration 40F: 3 clusters Score -1330066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1330068.125000 Penalty: 4617.627930
	Iteration 41Q: 3 clusters Score -1330068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1330068.750000 Penalty: 4617.627930
	Iteration 42Q: 3 clusters Score -1330069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1330069.875000 Penalty: 4617.627930
	Iteration 43Q: 3 clusters Score -1330070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1330068.250000 Penalty: 4617.627930
	Iteration 44Q: 3 clusters Score -1330068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1330069.375000 Penalty: 4617.627930
	Iteration 45Q: 3 clusters Score -1330069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1330068.125000 Penalty: 4617.627930
	Iteration 46Q: 3 clusters Score -1330068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1330070.500000 Penalty: 4617.627930
	Iteration 47Q: 3 clusters Score -1330070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1330072.250000 Penalty: 4617.627930
	Iteration 48Q: 3 clusters Score -1330072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1330071.750000 Penalty: 4617.627930
	Iteration 49Q: 3 clusters Score -1330072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1330072.250000 Penalty: 4617.627930
	Iteration 50Q: 3 clusters Score -1330072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1330074.250000 Penalty: 4617.627930
	Iteration 51Q: 3 clusters Score -1330074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1330077.375000 Penalty: 4617.627930
	Iteration 52Q: 3 clusters Score -1330077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1330077.375000 Penalty: 4617.627930
	Iteration 53F: 3 clusters Score -1330077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Entering Unmasked Estep 
Score: -1203690.375000 Penalty: 2281.596924
	Iteration 0F: 2 clusters Score -1203690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1196031.500000 Penalty: 4563.193848
	Iteration 0F: 3 clusters Score -1196032 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1198248.875000 Penalty: 4563.193848
	Iteration 1F: 3 clusters Score -1198249 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1198537.500000 Penalty: 4563.193848
	Iteration 2F: 3 clusters Score -1198538 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1198717.125000 Penalty: 4563.193848
	Iteration 3Q: 3 clusters Score -1198717 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1198827.000000 Penalty: 4563.193848
	Iteration 4Q: 3 clusters Score -1198827 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1198912.500000 Penalty: 4563.193848
	Iteration 5Q: 3 clusters Score -1198912 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1198993.375000 Penalty: 4563.193848
	Iteration 6Q: 3 clusters Score -1198993 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1199068.750000 Penalty: 4563.193848
	Iteration 7Q: 3 clusters Score -1199069 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1199131.500000 Penalty: 4563.193848
	Iteration 8Q: 3 clusters Score -1199132 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1199187.000000 Penalty: 4563.193848
	Iteration 9Q: 3 clusters Score -1199187 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1199245.625000 Penalty: 4563.193848
	Iteration 10Q: 3 clusters Score -1199246 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1199315.375000 Penalty: 4563.193848
	Iteration 11Q: 3 clusters Score -1199315 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1199389.625000 Penalty: 4563.193848
	Iteration 12Q: 3 clusters Score -1199390 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1199494.250000 Penalty: 4563.193848
	Iteration 13Q: 3 clusters Score -1199494 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1199632.375000 Penalty: 4563.193848
	Iteration 14Q: 3 clusters Score -1199632 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1199819.500000 Penalty: 4563.193848
	Iteration 15Q: 3 clusters Score -1199820 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1200077.000000 Penalty: 4563.193848
	Iteration 16Q: 3 clusters Score -1200077 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1200419.500000 Penalty: 4563.193848
	Iteration 17Q: 3 clusters Score -1200420 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1200776.750000 Penalty: 4563.193848
	Iteration 18Q: 3 clusters Score -1200777 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1201121.500000 Penalty: 4563.193848
	Iteration 19Q: 3 clusters Score -1201122 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1201501.625000 Penalty: 4563.193848
	Iteration 20F: 3 clusters Score -1201502 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1201949.875000 Penalty: 4563.193848
	Iteration 21Q: 3 clusters Score -1201950 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1202460.500000 Penalty: 4563.193848
	Iteration 22Q: 3 clusters Score -1202460 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1203001.375000 Penalty: 4563.193848
	Iteration 23Q: 3 clusters Score -1203001 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1203306.250000 Penalty: 4563.193848
	Iteration 24Q: 3 clusters Score -1203306 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1203366.625000 Penalty: 4563.193848
	Iteration 25Q: 3 clusters Score -1203367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1203381.000000 Penalty: 4563.193848
	Iteration 26Q: 3 clusters Score -1203381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1203387.375000 Penalty: 4563.193848
	Iteration 27Q: 3 clusters Score -1203387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1203388.250000 Penalty: 4563.193848
	Iteration 28Q: 3 clusters Score -1203388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1203390.125000 Penalty: 4563.193848
	Iteration 29Q: 3 clusters Score -1203390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1203389.500000 Penalty: 4563.193848
	Iteration 30Q: 3 clusters Score -1203390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1203389.500000 Penalty: 4563.193848
	Iteration 31F: 3 clusters Score -1203390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -175189.281250 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -175189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -172963.109375 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -172963.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173298.453125 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -173298.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173425.921875 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -173425.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -173503.312500 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -173503.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173544.343750 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -173544.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -173569.375000 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -173569.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -173593.828125 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -173593.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -173615.843750 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -173615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173634.453125 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -173634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -173647.906250 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -173647.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173660.687500 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -173660.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -173669.781250 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -173669.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -173682.953125 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -173683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -173692.593750 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -173692.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -173699.593750 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -173699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -173704.687500 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -173704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -173708.328125 Penalty: 3605.384277
	Iteration 16Q: 3 clusters Score -173708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -173711.218750 Penalty: 3605.384277
	Iteration 17Q: 3 clusters Score -173711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -173714.109375 Penalty: 3605.384277
	Iteration 18Q: 3 clusters Score -173714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -173719.093750 Penalty: 3605.384277
	Iteration 19Q: 3 clusters Score -173719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -173720.734375 Penalty: 3605.384277
	Iteration 20F: 3 clusters Score -173720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -173721.156250 Penalty: 3605.384277
	Iteration 21Q: 3 clusters Score -173721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -173721.156250 Penalty: 3605.384277
	Iteration 22F: 3 clusters Score -173721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Entering Unmasked Estep 
Score: -716670.437500 Penalty: 2155.820801
	Iteration 0F: 2 clusters Score -716670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -711580.812500 Penalty: 4311.641602
	Iteration 0F: 3 clusters Score -711580.8 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -712784.937500 Penalty: 4311.641602
	Iteration 1F: 3 clusters Score -712784.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -713027.375000 Penalty: 4311.641602
	Iteration 2F: 3 clusters Score -713027.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -713215.187500 Penalty: 4311.641602
	Iteration 3F: 3 clusters Score -713215.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -713368.500000 Penalty: 4311.641602
	Iteration 4Q: 3 clusters Score -713368.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -713568.187500 Penalty: 4311.641602
	Iteration 5Q: 3 clusters Score -713568.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -713800.250000 Penalty: 4311.641602
	Iteration 6Q: 3 clusters Score -713800.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -714089.875000 Penalty: 4311.641602
	Iteration 7F: 3 clusters Score -714089.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -714395.250000 Penalty: 4311.641602
	Iteration 8F: 3 clusters Score -714395.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -714663.312500 Penalty: 4311.641602
	Iteration 9F: 3 clusters Score -714663.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -714816.375000 Penalty: 4311.641602
	Iteration 10Q: 3 clusters Score -714816.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -714914.187500 Penalty: 4311.641602
	Iteration 11Q: 3 clusters Score -714914.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -714988.062500 Penalty: 4311.641602
	Iteration 12Q: 3 clusters Score -714988.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -715038.500000 Penalty: 4311.641602
	Iteration 13Q: 3 clusters Score -715038.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -715090.500000 Penalty: 4311.641602
	Iteration 14Q: 3 clusters Score -715090.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -715122.312500 Penalty: 4311.641602
	Iteration 15Q: 3 clusters Score -715122.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -715148.062500 Penalty: 4311.641602
	Iteration 16Q: 3 clusters Score -715148.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -715170.687500 Penalty: 4311.641602
	Iteration 17Q: 3 clusters Score -715170.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -715182.125000 Penalty: 4311.641602
	Iteration 18Q: 3 clusters Score -715182.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -715193.562500 Penalty: 4311.641602
	Iteration 19Q: 3 clusters Score -715193.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -715202.062500 Penalty: 4311.641602
	Iteration 20F: 3 clusters Score -715202.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -715207.312500 Penalty: 4311.641602
	Iteration 21Q: 3 clusters Score -715207.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -715212.250000 Penalty: 4311.641602
	Iteration 22Q: 3 clusters Score -715212.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -715218.250000 Penalty: 4311.641602
	Iteration 23Q: 3 clusters Score -715218.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -715221.562500 Penalty: 4311.641602
	Iteration 24Q: 3 clusters Score -715221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -715224.437500 Penalty: 4311.641602
	Iteration 25Q: 3 clusters Score -715224.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -715223.500000 Penalty: 4311.641602
	Iteration 26Q: 3 clusters Score -715223.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -715223.562500 Penalty: 4311.641602
	Iteration 27Q: 3 clusters Score -715223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -715224.750000 Penalty: 4311.641602
	Iteration 28Q: 3 clusters Score -715224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -715226.187500 Penalty: 4311.641602
	Iteration 29Q: 3 clusters Score -715226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -715228.875000 Penalty: 4311.641602
	Iteration 30Q: 3 clusters Score -715228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -715229.875000 Penalty: 4311.641602
	Iteration 31Q: 3 clusters Score -715229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -715229.375000 Penalty: 4311.641602
	Iteration 32Q: 3 clusters Score -715229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -715231.375000 Penalty: 4311.641602
	Iteration 33Q: 3 clusters Score -715231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -715231.125000 Penalty: 4311.641602
	Iteration 34Q: 3 clusters Score -715231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -715232.750000 Penalty: 4311.641602
	Iteration 35Q: 3 clusters Score -715232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -715232.750000 Penalty: 4311.641602
	Iteration 36F: 3 clusters Score -715232.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Entering Unmasked Estep 
Score: -1120226.250000 Penalty: 2267.204590
	Iteration 0F: 2 clusters Score -1120226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1112906.875000 Penalty: 4534.409180
	Iteration 0F: 3 clusters Score -1112907 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1115029.125000 Penalty: 4534.409180
	Iteration 1F: 3 clusters Score -1115029 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1115353.500000 Penalty: 4534.409180
	Iteration 2F: 3 clusters Score -1115354 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1115632.500000 Penalty: 4534.409180
	Iteration 3F: 3 clusters Score -1115632 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1115881.125000 Penalty: 4534.409180
	Iteration 4F: 3 clusters Score -1115881 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1116108.000000 Penalty: 4534.409180
	Iteration 5Q: 3 clusters Score -1116108 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1116341.500000 Penalty: 4534.409180
	Iteration 6Q: 3 clusters Score -1116342 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1116559.125000 Penalty: 4534.409180
	Iteration 7Q: 3 clusters Score -1116559 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1116754.875000 Penalty: 4534.409180
	Iteration 8Q: 3 clusters Score -1116755 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1116909.125000 Penalty: 4534.409180
	Iteration 9Q: 3 clusters Score -1116909 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1117030.625000 Penalty: 4534.409180
	Iteration 10Q: 3 clusters Score -1117031 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1117106.875000 Penalty: 4534.409180
	Iteration 11Q: 3 clusters Score -1117107 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1117166.500000 Penalty: 4534.409180
	Iteration 12Q: 3 clusters Score -1117166 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1117206.750000 Penalty: 4534.409180
	Iteration 13Q: 3 clusters Score -1117207 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1117248.125000 Penalty: 4534.409180
	Iteration 14Q: 3 clusters Score -1117248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1117280.500000 Penalty: 4534.409180
	Iteration 15Q: 3 clusters Score -1117280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1117303.000000 Penalty: 4534.409180
	Iteration 16Q: 3 clusters Score -1117303 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1117317.500000 Penalty: 4534.409180
	Iteration 17Q: 3 clusters Score -1117318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1117333.125000 Penalty: 4534.409180
	Iteration 18Q: 3 clusters Score -1117333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1117341.500000 Penalty: 4534.409180
	Iteration 19Q: 3 clusters Score -1117342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1117352.250000 Penalty: 4534.409180
	Iteration 20F: 3 clusters Score -1117352 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1117358.125000 Penalty: 4534.409180
	Iteration 21Q: 3 clusters Score -1117358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1117369.500000 Penalty: 4534.409180
	Iteration 22Q: 3 clusters Score -1117370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1117384.750000 Penalty: 4534.409180
	Iteration 23Q: 3 clusters Score -1117385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1117400.375000 Penalty: 4534.409180
	Iteration 24Q: 3 clusters Score -1117400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1117410.250000 Penalty: 4534.409180
	Iteration 25Q: 3 clusters Score -1117410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1117419.500000 Penalty: 4534.409180
	Iteration 26Q: 3 clusters Score -1117420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1117425.000000 Penalty: 4534.409180
	Iteration 27Q: 3 clusters Score -1117425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1117429.250000 Penalty: 4534.409180
	Iteration 28Q: 3 clusters Score -1117429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1117434.500000 Penalty: 4534.409180
	Iteration 29Q: 3 clusters Score -1117434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1117435.625000 Penalty: 4534.409180
	Iteration 30Q: 3 clusters Score -1117436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1117439.875000 Penalty: 4534.409180
	Iteration 31Q: 3 clusters Score -1117440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1117441.250000 Penalty: 4534.409180
	Iteration 32Q: 3 clusters Score -1117441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1117444.125000 Penalty: 4534.409180
	Iteration 33Q: 3 clusters Score -1117444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1117443.750000 Penalty: 4534.409180
	Iteration 34Q: 3 clusters Score -1117444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1117446.000000 Penalty: 4534.409180
	Iteration 35Q: 3 clusters Score -1117446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1117450.625000 Penalty: 4534.409180
	Iteration 36Q: 3 clusters Score -1117451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1117450.750000 Penalty: 4534.409180
	Iteration 37Q: 3 clusters Score -1117451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1117454.000000 Penalty: 4534.409180
	Iteration 38Q: 3 clusters Score -1117454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1117453.375000 Penalty: 4534.409180
	Iteration 39Q: 3 clusters Score -1117453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1117459.375000 Penalty: 4534.409180
	Iteration 40F: 3 clusters Score -1117459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1117462.250000 Penalty: 4534.409180
	Iteration 41Q: 3 clusters Score -1117462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1117465.375000 Penalty: 4534.409180
	Iteration 42Q: 3 clusters Score -1117465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1117469.625000 Penalty: 4534.409180
	Iteration 43Q: 3 clusters Score -1117470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1117474.875000 Penalty: 4534.409180
	Iteration 44Q: 3 clusters Score -1117475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1117483.750000 Penalty: 4534.409180
	Iteration 45Q: 3 clusters Score -1117484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1117489.375000 Penalty: 4534.409180
	Iteration 46Q: 3 clusters Score -1117489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1117495.625000 Penalty: 4534.409180
	Iteration 47Q: 3 clusters Score -1117496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1117505.375000 Penalty: 4534.409180
	Iteration 48Q: 3 clusters Score -1117505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1117508.500000 Penalty: 4534.409180
	Iteration 49Q: 3 clusters Score -1117508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1117511.875000 Penalty: 4534.409180
	Iteration 50Q: 3 clusters Score -1117512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1117513.250000 Penalty: 4534.409180
	Iteration 51Q: 3 clusters Score -1117513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1117526.875000 Penalty: 4534.409180
	Iteration 52Q: 3 clusters Score -1117527 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1117538.000000 Penalty: 4534.409180
	Iteration 53Q: 3 clusters Score -1117538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1117546.750000 Penalty: 4534.409180
	Iteration 54Q: 3 clusters Score -1117547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1117561.250000 Penalty: 4534.409180
	Iteration 55Q: 3 clusters Score -1117561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1117572.250000 Penalty: 4534.409180
	Iteration 56Q: 3 clusters Score -1117572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1117589.625000 Penalty: 4534.409180
	Iteration 57Q: 3 clusters Score -1117590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1117602.750000 Penalty: 4534.409180
	Iteration 58Q: 3 clusters Score -1117603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1117614.375000 Penalty: 4534.409180
	Iteration 59Q: 3 clusters Score -1117614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1117628.250000 Penalty: 4534.409180
	Iteration 60F: 3 clusters Score -1117628 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1117649.750000 Penalty: 4534.409180
	Iteration 61Q: 3 clusters Score -1117650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1117660.375000 Penalty: 4534.409180
	Iteration 62Q: 3 clusters Score -1117660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1117672.375000 Penalty: 4534.409180
	Iteration 63Q: 3 clusters Score -1117672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1117681.375000 Penalty: 4534.409180
	Iteration 64Q: 3 clusters Score -1117681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1117685.875000 Penalty: 4534.409180
	Iteration 65Q: 3 clusters Score -1117686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1117692.875000 Penalty: 4534.409180
	Iteration 66Q: 3 clusters Score -1117693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1117700.875000 Penalty: 4534.409180
	Iteration 67Q: 3 clusters Score -1117701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1117708.250000 Penalty: 4534.409180
	Iteration 68Q: 3 clusters Score -1117708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1117713.625000 Penalty: 4534.409180
	Iteration 69Q: 3 clusters Score -1117714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1117722.500000 Penalty: 4534.409180
	Iteration 70Q: 3 clusters Score -1117722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1117731.250000 Penalty: 4534.409180
	Iteration 71Q: 3 clusters Score -1117731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1117744.375000 Penalty: 4534.409180
	Iteration 72Q: 3 clusters Score -1117744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1117754.500000 Penalty: 4534.409180
	Iteration 73Q: 3 clusters Score -1117754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1117761.375000 Penalty: 4534.409180
	Iteration 74Q: 3 clusters Score -1117761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1117768.875000 Penalty: 4534.409180
	Iteration 75Q: 3 clusters Score -1117769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1117776.000000 Penalty: 4534.409180
	Iteration 76Q: 3 clusters Score -1117776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1117779.375000 Penalty: 4534.409180
	Iteration 77Q: 3 clusters Score -1117779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1117786.875000 Penalty: 4534.409180
	Iteration 78Q: 3 clusters Score -1117787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1117790.000000 Penalty: 4534.409180
	Iteration 79Q: 3 clusters Score -1117790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1117795.875000 Penalty: 4534.409180
	Iteration 80F: 3 clusters Score -1117796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1117801.125000 Penalty: 4534.409180
	Iteration 81Q: 3 clusters Score -1117801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1117810.250000 Penalty: 4534.409180
	Iteration 82Q: 3 clusters Score -1117810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1117813.875000 Penalty: 4534.409180
	Iteration 83Q: 3 clusters Score -1117814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1117816.250000 Penalty: 4534.409180
	Iteration 84Q: 3 clusters Score -1117816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1117816.375000 Penalty: 4534.409180
	Iteration 85Q: 3 clusters Score -1117816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1117820.125000 Penalty: 4534.409180
	Iteration 86Q: 3 clusters Score -1117820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1117821.375000 Penalty: 4534.409180
	Iteration 87Q: 3 clusters Score -1117821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1117824.250000 Penalty: 4534.409180
	Iteration 88Q: 3 clusters Score -1117824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1117823.250000 Penalty: 4534.409180
	Iteration 89Q: 3 clusters Score -1117823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1117825.375000 Penalty: 4534.409180
	Iteration 90Q: 3 clusters Score -1117825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1117827.125000 Penalty: 4534.409180
	Iteration 91Q: 3 clusters Score -1117827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1117826.875000 Penalty: 4534.409180
	Iteration 92Q: 3 clusters Score -1117827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1117829.125000 Penalty: 4534.409180
	Iteration 93Q: 3 clusters Score -1117829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1117829.625000 Penalty: 4534.409180
	Iteration 94Q: 3 clusters Score -1117830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1117831.000000 Penalty: 4534.409180
	Iteration 95Q: 3 clusters Score -1117831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1117832.625000 Penalty: 4534.409180
	Iteration 96Q: 3 clusters Score -1117833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1117832.625000 Penalty: 4534.409180
	Iteration 97F: 3 clusters Score -1117833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Entering Unmasked Estep 
Score: -759668.312500 Penalty: 2168.830566
	Iteration 0F: 2 clusters Score -759668.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -754328.000000 Penalty: 4337.661133
	Iteration 0F: 3 clusters Score -754328 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -755833.375000 Penalty: 4337.661133
	Iteration 1F: 3 clusters Score -755833.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -756193.187500 Penalty: 4337.661133
	Iteration 2F: 3 clusters Score -756193.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -756470.437500 Penalty: 4337.661133
	Iteration 3F: 3 clusters Score -756470.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -756682.625000 Penalty: 4337.661133
	Iteration 4Q: 3 clusters Score -756682.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -756848.625000 Penalty: 4337.661133
	Iteration 5Q: 3 clusters Score -756848.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -756987.687500 Penalty: 4337.661133
	Iteration 6Q: 3 clusters Score -756987.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -757079.375000 Penalty: 4337.661133
	Iteration 7Q: 3 clusters Score -757079.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -757151.437500 Penalty: 4337.661133
	Iteration 8Q: 3 clusters Score -757151.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -757200.312500 Penalty: 4337.661133
	Iteration 9Q: 3 clusters Score -757200.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -757233.250000 Penalty: 4337.661133
	Iteration 10Q: 3 clusters Score -757233.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -757254.375000 Penalty: 4337.661133
	Iteration 11Q: 3 clusters Score -757254.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -757273.750000 Penalty: 4337.661133
	Iteration 12Q: 3 clusters Score -757273.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -757295.375000 Penalty: 4337.661133
	Iteration 13Q: 3 clusters Score -757295.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -757319.625000 Penalty: 4337.661133
	Iteration 14Q: 3 clusters Score -757319.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -757341.500000 Penalty: 4337.661133
	Iteration 15Q: 3 clusters Score -757341.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -757365.125000 Penalty: 4337.661133
	Iteration 16Q: 3 clusters Score -757365.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -757385.937500 Penalty: 4337.661133
	Iteration 17Q: 3 clusters Score -757385.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -757408.500000 Penalty: 4337.661133
	Iteration 18Q: 3 clusters Score -757408.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -757436.187500 Penalty: 4337.661133
	Iteration 19Q: 3 clusters Score -757436.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -757470.000000 Penalty: 4337.661133
	Iteration 20F: 3 clusters Score -757470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -757503.437500 Penalty: 4337.661133
	Iteration 21Q: 3 clusters Score -757503.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -757536.687500 Penalty: 4337.661133
	Iteration 22Q: 3 clusters Score -757536.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -757562.625000 Penalty: 4337.661133
	Iteration 23Q: 3 clusters Score -757562.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -757582.937500 Penalty: 4337.661133
	Iteration 24Q: 3 clusters Score -757582.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -757600.687500 Penalty: 4337.661133
	Iteration 25Q: 3 clusters Score -757600.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -757611.750000 Penalty: 4337.661133
	Iteration 26Q: 3 clusters Score -757611.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -757626.750000 Penalty: 4337.661133
	Iteration 27Q: 3 clusters Score -757626.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -757646.750000 Penalty: 4337.661133
	Iteration 28Q: 3 clusters Score -757646.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -757668.375000 Penalty: 4337.661133
	Iteration 29Q: 3 clusters Score -757668.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -757684.562500 Penalty: 4337.661133
	Iteration 30Q: 3 clusters Score -757684.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -757698.187500 Penalty: 4337.661133
	Iteration 31Q: 3 clusters Score -757698.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -757710.312500 Penalty: 4337.661133
	Iteration 32Q: 3 clusters Score -757710.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -757724.812500 Penalty: 4337.661133
	Iteration 33Q: 3 clusters Score -757724.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -757736.625000 Penalty: 4337.661133
	Iteration 34Q: 3 clusters Score -757736.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -757743.500000 Penalty: 4337.661133
	Iteration 35Q: 3 clusters Score -757743.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -757750.875000 Penalty: 4337.661133
	Iteration 36Q: 3 clusters Score -757750.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -757758.812500 Penalty: 4337.661133
	Iteration 37Q: 3 clusters Score -757758.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -757761.437500 Penalty: 4337.661133
	Iteration 38Q: 3 clusters Score -757761.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -757766.250000 Penalty: 4337.661133
	Iteration 39Q: 3 clusters Score -757766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -757772.750000 Penalty: 4337.661133
	Iteration 40F: 3 clusters Score -757772.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -757776.875000 Penalty: 4337.661133
	Iteration 41Q: 3 clusters Score -757776.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -757783.875000 Penalty: 4337.661133
	Iteration 42Q: 3 clusters Score -757783.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -757788.750000 Penalty: 4337.661133
	Iteration 43Q: 3 clusters Score -757788.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -757793.312500 Penalty: 4337.661133
	Iteration 44Q: 3 clusters Score -757793.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -757796.437500 Penalty: 4337.661133
	Iteration 45Q: 3 clusters Score -757796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -757797.312500 Penalty: 4337.661133
	Iteration 46Q: 3 clusters Score -757797.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -757801.437500 Penalty: 4337.661133
	Iteration 47Q: 3 clusters Score -757801.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -757805.062500 Penalty: 4337.661133
	Iteration 48Q: 3 clusters Score -757805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -757807.937500 Penalty: 4337.661133
	Iteration 49Q: 3 clusters Score -757807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -757812.875000 Penalty: 4337.661133
	Iteration 50Q: 3 clusters Score -757812.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -757816.562500 Penalty: 4337.661133
	Iteration 51Q: 3 clusters Score -757816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -757817.625000 Penalty: 4337.661133
	Iteration 52Q: 3 clusters Score -757817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -757818.187500 Penalty: 4337.661133
	Iteration 53Q: 3 clusters Score -757818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -757820.437500 Penalty: 4337.661133
	Iteration 54Q: 3 clusters Score -757820.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -757820.437500 Penalty: 4337.661133
	Iteration 55F: 3 clusters Score -757820.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (13550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Entering Unmasked Estep 
Score: -1656128.125000 Penalty: 2359.507324
	Iteration 0F: 2 clusters Score -1656128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1646238.500000 Penalty: 4719.014648
	Iteration 0F: 3 clusters Score -1646238 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1649373.625000 Penalty: 4719.014648
	Iteration 1F: 3 clusters Score -1649374 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1649714.625000 Penalty: 4719.014648
	Iteration 2F: 3 clusters Score -1649715 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1649921.000000 Penalty: 4719.014648
	Iteration 3Q: 3 clusters Score -1649921 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1650065.375000 Penalty: 4719.014648
	Iteration 4Q: 3 clusters Score -1650065 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1650166.875000 Penalty: 4719.014648
	Iteration 5Q: 3 clusters Score -1650167 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1650243.125000 Penalty: 4719.014648
	Iteration 6Q: 3 clusters Score -1650243 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1650322.000000 Penalty: 4719.014648
	Iteration 7Q: 3 clusters Score -1650322 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1650416.125000 Penalty: 4719.014648
	Iteration 8Q: 3 clusters Score -1650416 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1650515.125000 Penalty: 4719.014648
	Iteration 9Q: 3 clusters Score -1650515 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1650613.500000 Penalty: 4719.014648
	Iteration 10Q: 3 clusters Score -1650614 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1650703.625000 Penalty: 4719.014648
	Iteration 11Q: 3 clusters Score -1650704 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1650802.250000 Penalty: 4719.014648
	Iteration 12Q: 3 clusters Score -1650802 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1650936.750000 Penalty: 4719.014648
	Iteration 13Q: 3 clusters Score -1650937 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1651084.875000 Penalty: 4719.014648
	Iteration 14Q: 3 clusters Score -1651085 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1651257.375000 Penalty: 4719.014648
	Iteration 15Q: 3 clusters Score -1651257 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1651458.000000 Penalty: 4719.014648
	Iteration 16Q: 3 clusters Score -1651458 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1651668.125000 Penalty: 4719.014648
	Iteration 17Q: 3 clusters Score -1651668 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1651880.125000 Penalty: 4719.014648
	Iteration 18Q: 3 clusters Score -1651880 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1652066.625000 Penalty: 4719.014648
	Iteration 19Q: 3 clusters Score -1652067 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1652227.750000 Penalty: 4719.014648
	Iteration 20F: 3 clusters Score -1652228 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1652384.625000 Penalty: 4719.014648
	Iteration 21Q: 3 clusters Score -1652385 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1652529.375000 Penalty: 4719.014648
	Iteration 22Q: 3 clusters Score -1652529 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1652660.875000 Penalty: 4719.014648
	Iteration 23Q: 3 clusters Score -1652661 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1652774.000000 Penalty: 4719.014648
	Iteration 24Q: 3 clusters Score -1652774 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1652893.750000 Penalty: 4719.014648
	Iteration 25Q: 3 clusters Score -1652894 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1652994.250000 Penalty: 4719.014648
	Iteration 26Q: 3 clusters Score -1652994 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1653081.875000 Penalty: 4719.014648
	Iteration 27Q: 3 clusters Score -1653082 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1653167.125000 Penalty: 4719.014648
	Iteration 28Q: 3 clusters Score -1653167 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1653247.375000 Penalty: 4719.014648
	Iteration 29Q: 3 clusters Score -1653247 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1653310.125000 Penalty: 4719.014648
	Iteration 30Q: 3 clusters Score -1653310 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1653360.000000 Penalty: 4719.014648
	Iteration 31Q: 3 clusters Score -1653360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1653393.250000 Penalty: 4719.014648
	Iteration 32Q: 3 clusters Score -1653393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1653419.250000 Penalty: 4719.014648
	Iteration 33Q: 3 clusters Score -1653419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1653436.250000 Penalty: 4719.014648
	Iteration 34Q: 3 clusters Score -1653436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1653453.125000 Penalty: 4719.014648
	Iteration 35Q: 3 clusters Score -1653453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1653470.500000 Penalty: 4719.014648
	Iteration 36Q: 3 clusters Score -1653470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1653486.250000 Penalty: 4719.014648
	Iteration 37Q: 3 clusters Score -1653486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1653504.625000 Penalty: 4719.014648
	Iteration 38Q: 3 clusters Score -1653505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1653524.625000 Penalty: 4719.014648
	Iteration 39Q: 3 clusters Score -1653525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1653543.125000 Penalty: 4719.014648
	Iteration 40F: 3 clusters Score -1653543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1653562.375000 Penalty: 4719.014648
	Iteration 41Q: 3 clusters Score -1653562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1653585.625000 Penalty: 4719.014648
	Iteration 42Q: 3 clusters Score -1653586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1653605.500000 Penalty: 4719.014648
	Iteration 43Q: 3 clusters Score -1653606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1653630.625000 Penalty: 4719.014648
	Iteration 44Q: 3 clusters Score -1653631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1653646.375000 Penalty: 4719.014648
	Iteration 45Q: 3 clusters Score -1653646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1653669.250000 Penalty: 4719.014648
	Iteration 46Q: 3 clusters Score -1653669 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1653695.875000 Penalty: 4719.014648
	Iteration 47Q: 3 clusters Score -1653696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1653714.375000 Penalty: 4719.014648
	Iteration 48Q: 3 clusters Score -1653714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1653732.250000 Penalty: 4719.014648
	Iteration 49Q: 3 clusters Score -1653732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1653751.500000 Penalty: 4719.014648
	Iteration 50Q: 3 clusters Score -1653752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1653774.750000 Penalty: 4719.014648
	Iteration 51Q: 3 clusters Score -1653775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1653792.375000 Penalty: 4719.014648
	Iteration 52Q: 3 clusters Score -1653792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1653811.750000 Penalty: 4719.014648
	Iteration 53Q: 3 clusters Score -1653812 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1653830.250000 Penalty: 4719.014648
	Iteration 54Q: 3 clusters Score -1653830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1653849.125000 Penalty: 4719.014648
	Iteration 55Q: 3 clusters Score -1653849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1653870.375000 Penalty: 4719.014648
	Iteration 56Q: 3 clusters Score -1653870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1653890.375000 Penalty: 4719.014648
	Iteration 57Q: 3 clusters Score -1653890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1653903.125000 Penalty: 4719.014648
	Iteration 58Q: 3 clusters Score -1653903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1653910.875000 Penalty: 4719.014648
	Iteration 59Q: 3 clusters Score -1653911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1653918.000000 Penalty: 4719.014648
	Iteration 60F: 3 clusters Score -1653918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1653923.625000 Penalty: 4719.014648
	Iteration 61Q: 3 clusters Score -1653924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1653929.500000 Penalty: 4719.014648
	Iteration 62Q: 3 clusters Score -1653930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1653932.125000 Penalty: 4719.014648
	Iteration 63Q: 3 clusters Score -1653932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1653937.500000 Penalty: 4719.014648
	Iteration 64Q: 3 clusters Score -1653938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1653946.250000 Penalty: 4719.014648
	Iteration 65Q: 3 clusters Score -1653946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1653953.375000 Penalty: 4719.014648
	Iteration 66Q: 3 clusters Score -1653953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1653961.875000 Penalty: 4719.014648
	Iteration 67Q: 3 clusters Score -1653962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1653969.375000 Penalty: 4719.014648
	Iteration 68Q: 3 clusters Score -1653969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1653976.625000 Penalty: 4719.014648
	Iteration 69Q: 3 clusters Score -1653977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1653978.875000 Penalty: 4719.014648
	Iteration 70Q: 3 clusters Score -1653979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1653990.000000 Penalty: 4719.014648
	Iteration 71Q: 3 clusters Score -1653990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1654001.875000 Penalty: 4719.014648
	Iteration 72Q: 3 clusters Score -1654002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1654009.125000 Penalty: 4719.014648
	Iteration 73Q: 3 clusters Score -1654009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1654015.375000 Penalty: 4719.014648
	Iteration 74Q: 3 clusters Score -1654015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1654021.500000 Penalty: 4719.014648
	Iteration 75Q: 3 clusters Score -1654022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1654030.875000 Penalty: 4719.014648
	Iteration 76Q: 3 clusters Score -1654031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1654042.500000 Penalty: 4719.014648
	Iteration 77Q: 3 clusters Score -1654042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1654051.125000 Penalty: 4719.014648
	Iteration 78Q: 3 clusters Score -1654051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1654057.875000 Penalty: 4719.014648
	Iteration 79Q: 3 clusters Score -1654058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1654057.750000 Penalty: 4719.014648
	Iteration 80F: 3 clusters Score -1654058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1654062.250000 Penalty: 4719.014648
	Iteration 81Q: 3 clusters Score -1654062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1654067.875000 Penalty: 4719.014648
	Iteration 82Q: 3 clusters Score -1654068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1654070.500000 Penalty: 4719.014648
	Iteration 83Q: 3 clusters Score -1654070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1654073.750000 Penalty: 4719.014648
	Iteration 84Q: 3 clusters Score -1654074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1654073.750000 Penalty: 4719.014648
	Iteration 85F: 3 clusters Score -1654074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23573 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19365 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 18287 members 
Mstep: Class 19 contains 34188 members 
Mstep: Class 20 contains 13379 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7038 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7931 members 
Mstep: Class 27 contains 5667 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9897 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711092.000000 Penalty: 113205.929688
Iteration 319Q: 37 clusters Score -3.571109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23594 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 4995 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19367 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 18292 members 
Mstep: Class 19 contains 34183 members 
Mstep: Class 20 contains 13363 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4813 members 
Mstep: Class 26 contains 7931 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9895 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711084.000000 Penalty: 113205.929688
Iteration 320F: 37 clusters Score -3.571108e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23617 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 9488 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19368 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 18294 members 
Mstep: Class 19 contains 34181 members 
Mstep: Class 20 contains 13349 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7932 members 
Mstep: Class 27 contains 5663 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9893 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9339 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711052.000000 Penalty: 113205.929688
Iteration 321Q: 37 clusters Score -3.571105e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23639 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 9487 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 18292 members 
Mstep: Class 19 contains 34182 members 
Mstep: Class 20 contains 13335 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7933 members 
Mstep: Class 27 contains 5665 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9890 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9340 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711072.000000 Penalty: 113205.929688
Iteration 322Q: 37 clusters Score -3.571107e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23658 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 9484 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 7530 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19368 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 18293 members 
Mstep: Class 19 contains 34185 members 
Mstep: Class 20 contains 13324 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 7932 members 
Mstep: Class 27 contains 5666 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9889 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711076.000000 Penalty: 113205.929688
Iteration 323Q: 37 clusters Score -3.571108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23674 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 9483 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 7530 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19368 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 18296 members 
Mstep: Class 19 contains 34185 members 
Mstep: Class 20 contains 13315 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 7933 members 
Mstep: Class 27 contains 5666 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9886 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711056.000000 Penalty: 113205.929688
Iteration 324Q: 37 clusters Score -3.571106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23692 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7531 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19369 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8957 members 
Mstep: Class 18 contains 18298 members 
Mstep: Class 19 contains 34188 members 
Mstep: Class 20 contains 13302 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7935 members 
Mstep: Class 27 contains 5665 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9883 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711052.000000 Penalty: 113205.929688
Iteration 325Q: 37 clusters Score -3.571105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23704 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7530 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8959 members 
Mstep: Class 18 contains 18300 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 13293 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9884 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711032.000000 Penalty: 113205.929688
Iteration 326Q: 37 clusters Score -3.571103e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23719 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7525 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8963 members 
Mstep: Class 18 contains 18303 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 13288 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5663 members 
Mstep: Class 28 contains 5985 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9885 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711076.000000 Penalty: 113205.929688
Iteration 327Q: 37 clusters Score -3.571108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23735 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 10260 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 18304 members 
Mstep: Class 19 contains 34191 members 
Mstep: Class 20 contains 13278 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5662 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9886 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711096.000000 Penalty: 113205.929688
Iteration 328Q: 37 clusters Score -3.57111e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23758 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 7524 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 19370 members 
Mstep: Class 12 contains 14976 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8968 members 
Mstep: Class 18 contains 18304 members 
Mstep: Class 19 contains 34192 members 
Mstep: Class 20 contains 13271 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5662 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9883 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 13449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711108.000000 Penalty: 113205.929688
Iteration 329Q: 37 clusters Score -3.571111e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 7520 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10697 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8970 members 
Mstep: Class 18 contains 18305 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 13267 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5662 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9882 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 13428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711096.000000 Penalty: 113205.929688
Iteration 330Q: 37 clusters Score -3.57111e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23803 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4992 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14286 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10697 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 14977 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8971 members 
Mstep: Class 18 contains 18305 members 
Mstep: Class 19 contains 34193 members 
Mstep: Class 20 contains 13266 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5663 members 
Mstep: Class 28 contains 5984 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9880 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 13411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711068.000000 Penalty: 113205.929688
Iteration 331Q: 37 clusters Score -3.571107e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23816 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10697 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8970 members 
Mstep: Class 18 contains 18305 members 
Mstep: Class 19 contains 34194 members 
Mstep: Class 20 contains 13264 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5662 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9881 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 13399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711068.000000 Penalty: 113205.929688
Iteration 332Q: 37 clusters Score -3.571107e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23830 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8974 members 
Mstep: Class 18 contains 18304 members 
Mstep: Class 19 contains 34194 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5661 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9880 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 13387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711040.000000 Penalty: 113205.929688
Iteration 333Q: 37 clusters Score -3.571104e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23848 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14287 members 
Mstep: Class 8 contains 7518 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8977 members 
Mstep: Class 18 contains 18303 members 
Mstep: Class 19 contains 34190 members 
Mstep: Class 20 contains 13256 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5658 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9881 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711004.000000 Penalty: 113205.929688
Iteration 334Q: 37 clusters Score -3.5711e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23865 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 9481 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 7513 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11466 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8979 members 
Mstep: Class 18 contains 18304 members 
Mstep: Class 19 contains 34188 members 
Mstep: Class 20 contains 13249 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5657 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9882 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710992.000000 Penalty: 113205.929688
Iteration 335Q: 37 clusters Score -3.571099e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23883 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8985 members 
Mstep: Class 18 contains 18304 members 
Mstep: Class 19 contains 34184 members 
Mstep: Class 20 contains 13241 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2738 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5655 members 
Mstep: Class 28 contains 5983 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9882 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711016.000000 Penalty: 113205.929688
Iteration 336Q: 37 clusters Score -3.571102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23901 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 9483 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 10262 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 19371 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8990 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34177 members 
Mstep: Class 20 contains 13230 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2740 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4809 members 
Mstep: Class 26 contains 7936 members 
Mstep: Class 27 contains 5654 members 
Mstep: Class 28 contains 5982 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9882 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711048.000000 Penalty: 113205.929688
Iteration 337Q: 37 clusters Score -3.571105e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23915 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 9483 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10696 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8996 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13220 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2743 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4809 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5651 members 
Mstep: Class 28 contains 5982 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9881 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6282 members 
Mstep: Class 36 contains 13347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711036.000000 Penalty: 113205.929688
Iteration 338Q: 37 clusters Score -3.571104e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23928 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 9482 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14288 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 8999 members 
Mstep: Class 18 contains 18306 members 
Mstep: Class 19 contains 34169 members 
Mstep: Class 20 contains 13216 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2745 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5648 members 
Mstep: Class 28 contains 5982 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11045 members 
Mstep: Class 31 contains 9880 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6281 members 
Mstep: Class 36 contains 13343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710988.000000 Penalty: 113205.929688
Iteration 339Q: 37 clusters Score -3.571099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23938 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 9481 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9003 members 
Mstep: Class 18 contains 18305 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13210 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5644 members 
Mstep: Class 28 contains 5981 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9880 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711004.000000 Penalty: 113205.929688
Iteration 340F: 37 clusters Score -3.5711e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23949 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9004 members 
Mstep: Class 18 contains 18307 members 
Mstep: Class 19 contains 34168 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2747 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5643 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9880 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711004.000000 Penalty: 113205.929688
Iteration 341Q: 37 clusters Score -3.5711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23960 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18309 members 
Mstep: Class 19 contains 34167 members 
Mstep: Class 20 contains 13198 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9879 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711008.000000 Penalty: 113205.929688
Iteration 342Q: 37 clusters Score -3.571101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23966 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18307 members 
Mstep: Class 19 contains 34166 members 
Mstep: Class 20 contains 13196 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9878 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711000.000000 Penalty: 113205.929688
Iteration 343Q: 37 clusters Score -3.5711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23970 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18309 members 
Mstep: Class 19 contains 34167 members 
Mstep: Class 20 contains 13191 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9878 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711020.000000 Penalty: 113205.929688
Iteration 344Q: 37 clusters Score -3.571102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23972 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18311 members 
Mstep: Class 19 contains 34167 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9878 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710996.000000 Penalty: 113205.929688
Iteration 345Q: 37 clusters Score -3.5711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23973 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34169 members 
Mstep: Class 20 contains 13185 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9877 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711012.000000 Penalty: 113205.929688
Iteration 346Q: 37 clusters Score -3.571101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23975 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34168 members 
Mstep: Class 20 contains 13184 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9877 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711008.000000 Penalty: 113205.929688
Iteration 347Q: 37 clusters Score -3.571101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23977 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34170 members 
Mstep: Class 20 contains 13183 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9876 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711004.000000 Penalty: 113205.929688
Iteration 348Q: 37 clusters Score -3.5711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23980 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7503 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18313 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13183 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9876 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711036.000000 Penalty: 113205.929688
Iteration 349Q: 37 clusters Score -3.571104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23983 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7499 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34170 members 
Mstep: Class 20 contains 13186 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9876 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711056.000000 Penalty: 113205.929688
Iteration 350Q: 37 clusters Score -3.571106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23987 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18313 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13182 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7939 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9876 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711052.000000 Penalty: 113205.929688
Iteration 351Q: 37 clusters Score -3.571105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23989 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7498 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9007 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13181 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7940 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711056.000000 Penalty: 113205.929688
Iteration 352Q: 37 clusters Score -3.571106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23992 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7493 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14978 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34173 members 
Mstep: Class 20 contains 13180 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7940 members 
Mstep: Class 27 contains 5640 members 
Mstep: Class 28 contains 5978 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711032.000000 Penalty: 113205.929688
Iteration 353Q: 37 clusters Score -3.571103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7496 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10692 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 14979 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9009 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13172 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7940 members 
Mstep: Class 27 contains 5639 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711064.000000 Penalty: 113205.929688
Iteration 354Q: 37 clusters Score -3.571106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24002 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7497 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 14980 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9009 members 
Mstep: Class 18 contains 18312 members 
Mstep: Class 19 contains 34174 members 
Mstep: Class 20 contains 13162 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7939 members 
Mstep: Class 27 contains 5638 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711088.000000 Penalty: 113205.929688
Iteration 355Q: 37 clusters Score -3.571109e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24003 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 7500 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9009 members 
Mstep: Class 18 contains 18315 members 
Mstep: Class 19 contains 34173 members 
Mstep: Class 20 contains 13155 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7037 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711076.000000 Penalty: 113205.929688
Iteration 356Q: 37 clusters Score -3.571108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24008 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 7500 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19374 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18315 members 
Mstep: Class 19 contains 34175 members 
Mstep: Class 20 contains 13151 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9875 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711064.000000 Penalty: 113205.929688
Iteration 357Q: 37 clusters Score -3.571106e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24011 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 7501 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19373 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18314 members 
Mstep: Class 19 contains 34175 members 
Mstep: Class 20 contains 13150 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9873 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711068.000000 Penalty: 113205.929688
Iteration 358Q: 37 clusters Score -3.571107e+07 nChanged 21
Entering ConstructFrom: 
Score: -35711068.000000 Penalty: 113205.929688
Entering ConstructFrom: 
Trying to split cluster 1 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -286040.406250 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -286040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -283106.593750 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -283106.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -283666.187500 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -283666.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -283802.093750 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -283802.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -283876.562500 Penalty: 3862.747314
	Iteration 3Q: 3 clusters Score -283876.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -283927.093750 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -283927.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -283968.875000 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -283968.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -284011.937500 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -284011.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -284035.562500 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -284035.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -284070.125000 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -284070.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -284105.718750 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -284105.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -284133.281250 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -284133.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -284171.656250 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -284171.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284213.562500 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -284213.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -284247.906250 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -284247.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -284271.875000 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -284271.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -284293.000000 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -284293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284314.781250 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -284314.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -284329.656250 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -284329.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284339.125000 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -284339.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -284349.687500 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -284349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284353.593750 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -284353.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284357.656250 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -284357.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284363.218750 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -284363.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -284372.656250 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -284372.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284380.125000 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -284380.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -284384.375000 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -284384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -284389.156250 Penalty: 3862.747314
	Iteration 26Q: 3 clusters Score -284389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -284390.937500 Penalty: 3862.747314
	Iteration 27Q: 3 clusters Score -284390.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -284392.093750 Penalty: 3862.747314
	Iteration 28Q: 3 clusters Score -284392.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -284394.375000 Penalty: 3862.747314
	Iteration 29Q: 3 clusters Score -284394.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -284395.781250 Penalty: 3862.747314
	Iteration 30Q: 3 clusters Score -284395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -284397.593750 Penalty: 3862.747314
	Iteration 31Q: 3 clusters Score -284397.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -284401.093750 Penalty: 3862.747314
	Iteration 32Q: 3 clusters Score -284401.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -284403.781250 Penalty: 3862.747314
	Iteration 33Q: 3 clusters Score -284403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -284408.843750 Penalty: 3862.747314
	Iteration 34Q: 3 clusters Score -284408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -284411.625000 Penalty: 3862.747314
	Iteration 35Q: 3 clusters Score -284411.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -284414.812500 Penalty: 3862.747314
	Iteration 36Q: 3 clusters Score -284414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -284415.062500 Penalty: 3862.747314
	Iteration 37Q: 3 clusters Score -284415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -284415.062500 Penalty: 3862.747314
	Iteration 38F: 3 clusters Score -284415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Entering Unmasked Estep 
Score: -2884559.250000 Penalty: 2501.487305
	Iteration 0F: 2 clusters Score -2884559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2867873.250000 Penalty: 5002.974609
	Iteration 0F: 3 clusters Score -2867873 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2873489.750000 Penalty: 5002.974609
	Iteration 1F: 3 clusters Score -2873490 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2873900.500000 Penalty: 5002.974609
	Iteration 2F: 3 clusters Score -2873900 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2874262.250000 Penalty: 5002.974609
	Iteration 3Q: 3 clusters Score -2874262 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2874632.500000 Penalty: 5002.974609
	Iteration 4Q: 3 clusters Score -2874632 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2875028.000000 Penalty: 5002.974609
	Iteration 5Q: 3 clusters Score -2875028 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2875466.000000 Penalty: 5002.974609
	Iteration 6Q: 3 clusters Score -2875466 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2876075.250000 Penalty: 5002.974609
	Iteration 7Q: 3 clusters Score -2876075 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2876932.250000 Penalty: 5002.974609
	Iteration 8F: 3 clusters Score -2876932 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2877951.250000 Penalty: 5002.974609
	Iteration 9F: 3 clusters Score -2877951 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2878976.000000 Penalty: 5002.974609
	Iteration 10F: 3 clusters Score -2878976 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2879826.000000 Penalty: 5002.974609
	Iteration 11Q: 3 clusters Score -2879826 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2880485.000000 Penalty: 5002.974609
	Iteration 12Q: 3 clusters Score -2880485 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2880954.000000 Penalty: 5002.974609
	Iteration 13Q: 3 clusters Score -2880954 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2881244.250000 Penalty: 5002.974609
	Iteration 14Q: 3 clusters Score -2881244 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2881465.250000 Penalty: 5002.974609
	Iteration 15Q: 3 clusters Score -2881465 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2881645.000000 Penalty: 5002.974609
	Iteration 16Q: 3 clusters Score -2881645 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2881790.000000 Penalty: 5002.974609
	Iteration 17Q: 3 clusters Score -2881790 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2881913.250000 Penalty: 5002.974609
	Iteration 18Q: 3 clusters Score -2881913 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2881998.000000 Penalty: 5002.974609
	Iteration 19Q: 3 clusters Score -2881998 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -2882069.250000 Penalty: 5002.974609
	Iteration 20F: 3 clusters Score -2882069 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2882104.000000 Penalty: 5002.974609
	Iteration 21Q: 3 clusters Score -2882104 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2882126.500000 Penalty: 5002.974609
	Iteration 22Q: 3 clusters Score -2882126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2882164.500000 Penalty: 5002.974609
	Iteration 23Q: 3 clusters Score -2882164 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2882191.500000 Penalty: 5002.974609
	Iteration 24Q: 3 clusters Score -2882192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2882221.250000 Penalty: 5002.974609
	Iteration 25Q: 3 clusters Score -2882221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2882236.500000 Penalty: 5002.974609
	Iteration 26Q: 3 clusters Score -2882236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2882247.750000 Penalty: 5002.974609
	Iteration 27Q: 3 clusters Score -2882248 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2882264.250000 Penalty: 5002.974609
	Iteration 28Q: 3 clusters Score -2882264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2882276.500000 Penalty: 5002.974609
	Iteration 29Q: 3 clusters Score -2882276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2882293.250000 Penalty: 5002.974609
	Iteration 30Q: 3 clusters Score -2882293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2882297.250000 Penalty: 5002.974609
	Iteration 31Q: 3 clusters Score -2882297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2882298.000000 Penalty: 5002.974609
	Iteration 32Q: 3 clusters Score -2882298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2882304.750000 Penalty: 5002.974609
	Iteration 33Q: 3 clusters Score -2882305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2882307.000000 Penalty: 5002.974609
	Iteration 34Q: 3 clusters Score -2882307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2882310.500000 Penalty: 5002.974609
	Iteration 35Q: 3 clusters Score -2882310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2882311.000000 Penalty: 5002.974609
	Iteration 36Q: 3 clusters Score -2882311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2882315.000000 Penalty: 5002.974609
	Iteration 37Q: 3 clusters Score -2882315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2882315.250000 Penalty: 5002.974609
	Iteration 38Q: 3 clusters Score -2882315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2882322.000000 Penalty: 5002.974609
	Iteration 39Q: 3 clusters Score -2882322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2882321.750000 Penalty: 5002.974609
	Iteration 40F: 3 clusters Score -2882322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2882324.250000 Penalty: 5002.974609
	Iteration 41Q: 3 clusters Score -2882324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2882333.000000 Penalty: 5002.974609
	Iteration 42Q: 3 clusters Score -2882333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2882327.750000 Penalty: 5002.974609
	Iteration 43Q: 3 clusters Score -2882328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2882337.500000 Penalty: 5002.974609
	Iteration 44Q: 3 clusters Score -2882338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2882342.750000 Penalty: 5002.974609
	Iteration 45Q: 3 clusters Score -2882343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2882349.250000 Penalty: 5002.974609
	Iteration 46Q: 3 clusters Score -2882349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2882358.000000 Penalty: 5002.974609
	Iteration 47Q: 3 clusters Score -2882358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2882366.500000 Penalty: 5002.974609
	Iteration 48Q: 3 clusters Score -2882366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2882369.000000 Penalty: 5002.974609
	Iteration 49Q: 3 clusters Score -2882369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2882371.250000 Penalty: 5002.974609
	Iteration 50Q: 3 clusters Score -2882371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2882378.750000 Penalty: 5002.974609
	Iteration 51Q: 3 clusters Score -2882379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2882385.750000 Penalty: 5002.974609
	Iteration 52Q: 3 clusters Score -2882386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2882385.000000 Penalty: 5002.974609
	Iteration 53Q: 3 clusters Score -2882385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2882389.500000 Penalty: 5002.974609
	Iteration 54Q: 3 clusters Score -2882390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2882386.750000 Penalty: 5002.974609
	Iteration 55Q: 3 clusters Score -2882387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2882391.250000 Penalty: 5002.974609
	Iteration 56Q: 3 clusters Score -2882391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2882395.750000 Penalty: 5002.974609
	Iteration 57Q: 3 clusters Score -2882396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2882396.000000 Penalty: 5002.974609
	Iteration 58Q: 3 clusters Score -2882396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2882390.250000 Penalty: 5002.974609
	Iteration 59Q: 3 clusters Score -2882390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2882392.500000 Penalty: 5002.974609
	Iteration 60F: 3 clusters Score -2882392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2882396.750000 Penalty: 5002.974609
	Iteration 61Q: 3 clusters Score -2882397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2882397.000000 Penalty: 5002.974609
	Iteration 62Q: 3 clusters Score -2882397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2882396.500000 Penalty: 5002.974609
	Iteration 63Q: 3 clusters Score -2882396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2882396.500000 Penalty: 5002.974609
	Iteration 64F: 3 clusters Score -2882396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -376607.000000 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -376607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -373098.437500 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -373098.4 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -373932.375000 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -373932.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -374211.218750 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -374211.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -374440.250000 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -374440.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -374628.875000 Penalty: 4033.531006
	Iteration 4F: 3 clusters Score -374628.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -374757.812500 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -374757.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -374853.781250 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -374853.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -374918.687500 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -374918.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -374962.562500 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -374962.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -374995.750000 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -374995.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -375038.031250 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -375038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -375076.531250 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -375076.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -375105.718750 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -375105.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -375135.406250 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -375135.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -375162.968750 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -375163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -375195.250000 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -375195.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -375227.156250 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -375227.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -375257.437500 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -375257.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -375285.468750 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -375285.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -375312.843750 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -375312.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -375339.375000 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -375339.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -375353.843750 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -375353.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -375370.687500 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -375370.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -375389.437500 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -375389.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -375407.531250 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -375407.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -375423.000000 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -375423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -375439.562500 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -375439.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -375464.687500 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -375464.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -375484.875000 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -375484.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -375496.562500 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -375496.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -375507.000000 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -375507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -375518.437500 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -375518.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -375529.812500 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -375529.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -375538.687500 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -375538.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -375544.218750 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -375544.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -375548.656250 Penalty: 4033.531006
	Iteration 35Q: 3 clusters Score -375548.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -375551.750000 Penalty: 4033.531006
	Iteration 36Q: 3 clusters Score -375551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -375556.906250 Penalty: 4033.531006
	Iteration 37Q: 3 clusters Score -375556.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -375560.625000 Penalty: 4033.531006
	Iteration 38Q: 3 clusters Score -375560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -375563.656250 Penalty: 4033.531006
	Iteration 39Q: 3 clusters Score -375563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -375565.500000 Penalty: 4033.531006
	Iteration 40F: 3 clusters Score -375565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -375566.062500 Penalty: 4033.531006
	Iteration 41Q: 3 clusters Score -375566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -375566.062500 Penalty: 4033.531006
	Iteration 42F: 3 clusters Score -375566.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -599408.625000 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -599408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -594849.812500 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -594849.8 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -595892.937500 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -595892.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -596103.875000 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -596103.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -596230.437500 Penalty: 4223.335938
	Iteration 3Q: 3 clusters Score -596230.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -596356.000000 Penalty: 4223.335938
	Iteration 4Q: 3 clusters Score -596356 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -596482.687500 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -596482.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -596567.000000 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -596567 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -596636.875000 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -596636.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -596696.062500 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -596696.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -596746.625000 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -596746.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -596788.187500 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -596788.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -596828.000000 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -596828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -596865.062500 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -596865.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -596902.125000 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -596902.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -596934.687500 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -596934.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -596975.812500 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -596975.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -597020.000000 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -597020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -597078.875000 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -597078.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -597137.062500 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -597137.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -597201.687500 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -597201.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -597264.125000 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -597264.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -597320.187500 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -597320.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -597389.062500 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -597389.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -597461.562500 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -597461.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -597527.312500 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -597527.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -597586.875000 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -597586.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -597639.500000 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -597639.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -597663.562500 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -597663.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -597684.812500 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -597684.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -597699.500000 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -597699.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -597712.250000 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -597712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -597726.250000 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -597726.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -597739.875000 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -597739.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -597755.812500 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -597755.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -597772.750000 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -597772.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -597783.812500 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -597783.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -597796.937500 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -597796.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -597807.937500 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -597807.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -597825.375000 Penalty: 4223.335938
	Iteration 38Q: 3 clusters Score -597825.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -597837.812500 Penalty: 4223.335938
	Iteration 39Q: 3 clusters Score -597837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -597848.375000 Penalty: 4223.335938
	Iteration 40F: 3 clusters Score -597848.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -597852.437500 Penalty: 4223.335938
	Iteration 41Q: 3 clusters Score -597852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -597854.687500 Penalty: 4223.335938
	Iteration 42Q: 3 clusters Score -597854.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -597855.750000 Penalty: 4223.335938
	Iteration 43Q: 3 clusters Score -597855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -597856.750000 Penalty: 4223.335938
	Iteration 44Q: 3 clusters Score -597856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -597858.125000 Penalty: 4223.335938
	Iteration 45Q: 3 clusters Score -597858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -597857.937500 Penalty: 4223.335938
	Iteration 46Q: 3 clusters Score -597857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -597857.500000 Penalty: 4223.335938
	Iteration 47Q: 3 clusters Score -597857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -597857.500000 Penalty: 4223.335938
	Iteration 48F: 3 clusters Score -597857.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Entering Unmasked Estep 
Score: -1098999.375000 Penalty: 2270.920898
	Iteration 0F: 2 clusters Score -1098999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1091669.375000 Penalty: 4541.841797
	Iteration 0F: 3 clusters Score -1091669 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1093863.500000 Penalty: 4541.841797
	Iteration 1F: 3 clusters Score -1093864 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1094195.125000 Penalty: 4541.841797
	Iteration 2F: 3 clusters Score -1094195 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1094465.375000 Penalty: 4541.841797
	Iteration 3F: 3 clusters Score -1094465 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1094727.125000 Penalty: 4541.841797
	Iteration 4Q: 3 clusters Score -1094727 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1095025.875000 Penalty: 4541.841797
	Iteration 5Q: 3 clusters Score -1095026 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1095393.125000 Penalty: 4541.841797
	Iteration 6Q: 3 clusters Score -1095393 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1095769.875000 Penalty: 4541.841797
	Iteration 7Q: 3 clusters Score -1095770 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1096070.750000 Penalty: 4541.841797
	Iteration 8Q: 3 clusters Score -1096071 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1096297.000000 Penalty: 4541.841797
	Iteration 9Q: 3 clusters Score -1096297 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1096522.875000 Penalty: 4541.841797
	Iteration 10Q: 3 clusters Score -1096523 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1096718.625000 Penalty: 4541.841797
	Iteration 11Q: 3 clusters Score -1096719 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1096897.625000 Penalty: 4541.841797
	Iteration 12Q: 3 clusters Score -1096898 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1097103.625000 Penalty: 4541.841797
	Iteration 13Q: 3 clusters Score -1097104 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1097306.625000 Penalty: 4541.841797
	Iteration 14Q: 3 clusters Score -1097307 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1097492.250000 Penalty: 4541.841797
	Iteration 15Q: 3 clusters Score -1097492 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1097633.375000 Penalty: 4541.841797
	Iteration 16Q: 3 clusters Score -1097633 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1097756.125000 Penalty: 4541.841797
	Iteration 17Q: 3 clusters Score -1097756 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1097859.750000 Penalty: 4541.841797
	Iteration 18Q: 3 clusters Score -1097860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1097954.750000 Penalty: 4541.841797
	Iteration 19Q: 3 clusters Score -1097955 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1098038.000000 Penalty: 4541.841797
	Iteration 20F: 3 clusters Score -1098038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1098109.375000 Penalty: 4541.841797
	Iteration 21Q: 3 clusters Score -1098109 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1098194.125000 Penalty: 4541.841797
	Iteration 22Q: 3 clusters Score -1098194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1098285.625000 Penalty: 4541.841797
	Iteration 23Q: 3 clusters Score -1098286 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1098395.625000 Penalty: 4541.841797
	Iteration 24Q: 3 clusters Score -1098396 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1098513.625000 Penalty: 4541.841797
	Iteration 25Q: 3 clusters Score -1098514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1098596.000000 Penalty: 4541.841797
	Iteration 26Q: 3 clusters Score -1098596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1098670.750000 Penalty: 4541.841797
	Iteration 27Q: 3 clusters Score -1098671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1098709.375000 Penalty: 4541.841797
	Iteration 28Q: 3 clusters Score -1098709 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1098745.750000 Penalty: 4541.841797
	Iteration 29Q: 3 clusters Score -1098746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1098779.500000 Penalty: 4541.841797
	Iteration 30Q: 3 clusters Score -1098780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1098841.625000 Penalty: 4541.841797
	Iteration 31Q: 3 clusters Score -1098842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1098903.375000 Penalty: 4541.841797
	Iteration 32Q: 3 clusters Score -1098903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1098932.625000 Penalty: 4541.841797
	Iteration 33Q: 3 clusters Score -1098933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1098945.125000 Penalty: 4541.841797
	Iteration 34Q: 3 clusters Score -1098945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1098952.625000 Penalty: 4541.841797
	Iteration 35Q: 3 clusters Score -1098953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1098952.875000 Penalty: 4541.841797
	Iteration 36Q: 3 clusters Score -1098953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1098954.375000 Penalty: 4541.841797
	Iteration 37Q: 3 clusters Score -1098954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1098953.625000 Penalty: 4541.841797
	Iteration 38Q: 3 clusters Score -1098954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1098956.375000 Penalty: 4541.841797
	Iteration 39Q: 3 clusters Score -1098956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1098955.625000 Penalty: 4541.841797
	Iteration 40F: 3 clusters Score -1098956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -276718.125000 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -276718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -273767.406250 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -273767.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -274294.312500 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -274294.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -274425.812500 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -274425.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -274512.500000 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -274512.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -274591.343750 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -274591.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -274645.312500 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -274645.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -274698.187500 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -274698.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -274754.406250 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -274754.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -274815.687500 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -274815.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -274879.281250 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -274879.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -274944.343750 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -274944.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -275006.625000 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -275006.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -275062.031250 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -275062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -275114.781250 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -275114.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -275142.218750 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -275142.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -275177.531250 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -275177.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -275214.718750 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -275214.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -275244.312500 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -275244.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -275266.281250 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -275266.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -275293.281250 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -275293.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -275305.250000 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -275305.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -275319.281250 Penalty: 3882.904541
	Iteration 21Q: 3 clusters Score -275319.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -275331.875000 Penalty: 3882.904541
	Iteration 22Q: 3 clusters Score -275331.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -275343.718750 Penalty: 3882.904541
	Iteration 23Q: 3 clusters Score -275343.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -275350.218750 Penalty: 3882.904541
	Iteration 24Q: 3 clusters Score -275350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -275353.093750 Penalty: 3882.904541
	Iteration 25Q: 3 clusters Score -275353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -275357.593750 Penalty: 3882.904541
	Iteration 26Q: 3 clusters Score -275357.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -275360.781250 Penalty: 3882.904541
	Iteration 27Q: 3 clusters Score -275360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -275363.406250 Penalty: 3882.904541
	Iteration 28Q: 3 clusters Score -275363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -275366.125000 Penalty: 3882.904541
	Iteration 29Q: 3 clusters Score -275366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -275369.250000 Penalty: 3882.904541
	Iteration 30Q: 3 clusters Score -275369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -275371.093750 Penalty: 3882.904541
	Iteration 31Q: 3 clusters Score -275371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -275373.875000 Penalty: 3882.904541
	Iteration 32Q: 3 clusters Score -275373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -275375.937500 Penalty: 3882.904541
	Iteration 33Q: 3 clusters Score -275375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -275375.937500 Penalty: 3882.904541
	Iteration 34F: 3 clusters Score -275375.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Entering Unmasked Estep 
Score: -1561560.375000 Penalty: 2372.694092
	Iteration 0F: 2 clusters Score -1561560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1551023.625000 Penalty: 4745.388184
	Iteration 0F: 3 clusters Score -1551024 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1554630.000000 Penalty: 4745.388184
	Iteration 1F: 3 clusters Score -1554630 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1555329.125000 Penalty: 4745.388184
	Iteration 2F: 3 clusters Score -1555329 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1555977.750000 Penalty: 4745.388184
	Iteration 3F: 3 clusters Score -1555978 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1556470.875000 Penalty: 4745.388184
	Iteration 4F: 3 clusters Score -1556471 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1556840.875000 Penalty: 4745.388184
	Iteration 5F: 3 clusters Score -1556841 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1557152.000000 Penalty: 4745.388184
	Iteration 6Q: 3 clusters Score -1557152 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1557391.250000 Penalty: 4745.388184
	Iteration 7Q: 3 clusters Score -1557391 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1557570.250000 Penalty: 4745.388184
	Iteration 8Q: 3 clusters Score -1557570 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1557730.625000 Penalty: 4745.388184
	Iteration 9Q: 3 clusters Score -1557731 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1557880.000000 Penalty: 4745.388184
	Iteration 10Q: 3 clusters Score -1557880 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1558003.000000 Penalty: 4745.388184
	Iteration 11Q: 3 clusters Score -1558003 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1558146.375000 Penalty: 4745.388184
	Iteration 12Q: 3 clusters Score -1558146 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1558275.000000 Penalty: 4745.388184
	Iteration 13Q: 3 clusters Score -1558275 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1558423.875000 Penalty: 4745.388184
	Iteration 14Q: 3 clusters Score -1558424 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1558567.625000 Penalty: 4745.388184
	Iteration 15Q: 3 clusters Score -1558568 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1558680.125000 Penalty: 4745.388184
	Iteration 16Q: 3 clusters Score -1558680 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1558775.000000 Penalty: 4745.388184
	Iteration 17Q: 3 clusters Score -1558775 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1558840.000000 Penalty: 4745.388184
	Iteration 18Q: 3 clusters Score -1558840 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1558913.125000 Penalty: 4745.388184
	Iteration 19Q: 3 clusters Score -1558913 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1558981.500000 Penalty: 4745.388184
	Iteration 20F: 3 clusters Score -1558982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1559054.375000 Penalty: 4745.388184
	Iteration 21Q: 3 clusters Score -1559054 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1559102.125000 Penalty: 4745.388184
	Iteration 22Q: 3 clusters Score -1559102 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1559132.125000 Penalty: 4745.388184
	Iteration 23Q: 3 clusters Score -1559132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1559171.500000 Penalty: 4745.388184
	Iteration 24Q: 3 clusters Score -1559172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1559205.500000 Penalty: 4745.388184
	Iteration 25Q: 3 clusters Score -1559206 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1559239.125000 Penalty: 4745.388184
	Iteration 26Q: 3 clusters Score -1559239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1559280.000000 Penalty: 4745.388184
	Iteration 27Q: 3 clusters Score -1559280 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1559313.000000 Penalty: 4745.388184
	Iteration 28Q: 3 clusters Score -1559313 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1559351.000000 Penalty: 4745.388184
	Iteration 29Q: 3 clusters Score -1559351 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1559380.000000 Penalty: 4745.388184
	Iteration 30Q: 3 clusters Score -1559380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1559409.750000 Penalty: 4745.388184
	Iteration 31Q: 3 clusters Score -1559410 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1559431.750000 Penalty: 4745.388184
	Iteration 32Q: 3 clusters Score -1559432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1559461.750000 Penalty: 4745.388184
	Iteration 33Q: 3 clusters Score -1559462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1559478.125000 Penalty: 4745.388184
	Iteration 34Q: 3 clusters Score -1559478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1559487.375000 Penalty: 4745.388184
	Iteration 35Q: 3 clusters Score -1559487 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1559509.125000 Penalty: 4745.388184
	Iteration 36Q: 3 clusters Score -1559509 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1559532.375000 Penalty: 4745.388184
	Iteration 37Q: 3 clusters Score -1559532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1559553.625000 Penalty: 4745.388184
	Iteration 38Q: 3 clusters Score -1559554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1559566.500000 Penalty: 4745.388184
	Iteration 39Q: 3 clusters Score -1559566 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1559592.625000 Penalty: 4745.388184
	Iteration 40F: 3 clusters Score -1559593 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1559615.375000 Penalty: 4745.388184
	Iteration 41Q: 3 clusters Score -1559615 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1559629.000000 Penalty: 4745.388184
	Iteration 42Q: 3 clusters Score -1559629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1559651.375000 Penalty: 4745.388184
	Iteration 43Q: 3 clusters Score -1559651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1559660.750000 Penalty: 4745.388184
	Iteration 44Q: 3 clusters Score -1559661 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1559678.500000 Penalty: 4745.388184
	Iteration 45Q: 3 clusters Score -1559678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1559687.000000 Penalty: 4745.388184
	Iteration 46Q: 3 clusters Score -1559687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1559701.375000 Penalty: 4745.388184
	Iteration 47Q: 3 clusters Score -1559701 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1559715.625000 Penalty: 4745.388184
	Iteration 48Q: 3 clusters Score -1559716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1559727.750000 Penalty: 4745.388184
	Iteration 49Q: 3 clusters Score -1559728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1559733.250000 Penalty: 4745.388184
	Iteration 50Q: 3 clusters Score -1559733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1559743.000000 Penalty: 4745.388184
	Iteration 51Q: 3 clusters Score -1559743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1559754.250000 Penalty: 4745.388184
	Iteration 52Q: 3 clusters Score -1559754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1559763.250000 Penalty: 4745.388184
	Iteration 53Q: 3 clusters Score -1559763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1559776.250000 Penalty: 4745.388184
	Iteration 54Q: 3 clusters Score -1559776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1559790.500000 Penalty: 4745.388184
	Iteration 55Q: 3 clusters Score -1559790 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1559800.500000 Penalty: 4745.388184
	Iteration 56Q: 3 clusters Score -1559800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1559818.250000 Penalty: 4745.388184
	Iteration 57Q: 3 clusters Score -1559818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1559830.125000 Penalty: 4745.388184
	Iteration 58Q: 3 clusters Score -1559830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1559841.375000 Penalty: 4745.388184
	Iteration 59Q: 3 clusters Score -1559841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1559852.625000 Penalty: 4745.388184
	Iteration 60F: 3 clusters Score -1559853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1559864.000000 Penalty: 4745.388184
	Iteration 61Q: 3 clusters Score -1559864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1559877.875000 Penalty: 4745.388184
	Iteration 62Q: 3 clusters Score -1559878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1559881.500000 Penalty: 4745.388184
	Iteration 63Q: 3 clusters Score -1559882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1559882.750000 Penalty: 4745.388184
	Iteration 64Q: 3 clusters Score -1559883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1559894.125000 Penalty: 4745.388184
	Iteration 65Q: 3 clusters Score -1559894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1559900.625000 Penalty: 4745.388184
	Iteration 66Q: 3 clusters Score -1559901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1559899.875000 Penalty: 4745.388184
	Iteration 67Q: 3 clusters Score -1559900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1559903.750000 Penalty: 4745.388184
	Iteration 68Q: 3 clusters Score -1559904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1559905.750000 Penalty: 4745.388184
	Iteration 69Q: 3 clusters Score -1559906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1559911.375000 Penalty: 4745.388184
	Iteration 70Q: 3 clusters Score -1559911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1559910.125000 Penalty: 4745.388184
	Iteration 71Q: 3 clusters Score -1559910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1559911.875000 Penalty: 4745.388184
	Iteration 72Q: 3 clusters Score -1559912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1559919.125000 Penalty: 4745.388184
	Iteration 73Q: 3 clusters Score -1559919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1559922.000000 Penalty: 4745.388184
	Iteration 74Q: 3 clusters Score -1559922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1559922.750000 Penalty: 4745.388184
	Iteration 75Q: 3 clusters Score -1559923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1559927.625000 Penalty: 4745.388184
	Iteration 76Q: 3 clusters Score -1559928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1559928.250000 Penalty: 4745.388184
	Iteration 77Q: 3 clusters Score -1559928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1559935.125000 Penalty: 4745.388184
	Iteration 78Q: 3 clusters Score -1559935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1559940.750000 Penalty: 4745.388184
	Iteration 79Q: 3 clusters Score -1559941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1559947.375000 Penalty: 4745.388184
	Iteration 80F: 3 clusters Score -1559947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1559950.250000 Penalty: 4745.388184
	Iteration 81Q: 3 clusters Score -1559950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1559956.000000 Penalty: 4745.388184
	Iteration 82Q: 3 clusters Score -1559956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1559956.750000 Penalty: 4745.388184
	Iteration 83Q: 3 clusters Score -1559957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1559959.625000 Penalty: 4745.388184
	Iteration 84Q: 3 clusters Score -1559960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1559964.375000 Penalty: 4745.388184
	Iteration 85Q: 3 clusters Score -1559964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1559967.500000 Penalty: 4745.388184
	Iteration 86Q: 3 clusters Score -1559968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1559967.625000 Penalty: 4745.388184
	Iteration 87Q: 3 clusters Score -1559968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1559972.750000 Penalty: 4745.388184
	Iteration 88Q: 3 clusters Score -1559973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1559974.125000 Penalty: 4745.388184
	Iteration 89Q: 3 clusters Score -1559974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1559979.625000 Penalty: 4745.388184
	Iteration 90Q: 3 clusters Score -1559980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1559985.875000 Penalty: 4745.388184
	Iteration 91Q: 3 clusters Score -1559986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1559986.125000 Penalty: 4745.388184
	Iteration 92Q: 3 clusters Score -1559986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1559989.250000 Penalty: 4745.388184
	Iteration 93Q: 3 clusters Score -1559989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1559990.750000 Penalty: 4745.388184
	Iteration 94Q: 3 clusters Score -1559991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1559993.625000 Penalty: 4745.388184
	Iteration 95Q: 3 clusters Score -1559994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1559998.375000 Penalty: 4745.388184
	Iteration 96Q: 3 clusters Score -1559998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1559996.375000 Penalty: 4745.388184
	Iteration 97Q: 3 clusters Score -1559996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1560003.000000 Penalty: 4745.388184
	Iteration 98Q: 3 clusters Score -1560003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1560006.250000 Penalty: 4745.388184
	Iteration 99Q: 3 clusters Score -1560006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1560014.875000 Penalty: 4745.388184
	Iteration 100F: 3 clusters Score -1560015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1560022.000000 Penalty: 4745.388184
	Iteration 101Q: 3 clusters Score -1560022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1560034.000000 Penalty: 4745.388184
	Iteration 102Q: 3 clusters Score -1560034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1560037.125000 Penalty: 4745.388184
	Iteration 103Q: 3 clusters Score -1560037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1560040.625000 Penalty: 4745.388184
	Iteration 104Q: 3 clusters Score -1560041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1560053.000000 Penalty: 4745.388184
	Iteration 105Q: 3 clusters Score -1560053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1560055.250000 Penalty: 4745.388184
	Iteration 106Q: 3 clusters Score -1560055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1560065.375000 Penalty: 4745.388184
	Iteration 107Q: 3 clusters Score -1560065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1560075.875000 Penalty: 4745.388184
	Iteration 108Q: 3 clusters Score -1560076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1560084.625000 Penalty: 4745.388184
	Iteration 109Q: 3 clusters Score -1560085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1560083.875000 Penalty: 4745.388184
	Iteration 110Q: 3 clusters Score -1560084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1560088.875000 Penalty: 4745.388184
	Iteration 111Q: 3 clusters Score -1560089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1560107.750000 Penalty: 4745.388184
	Iteration 112Q: 3 clusters Score -1560108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1560122.750000 Penalty: 4745.388184
	Iteration 113Q: 3 clusters Score -1560123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1560131.000000 Penalty: 4745.388184
	Iteration 114Q: 3 clusters Score -1560131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1560143.125000 Penalty: 4745.388184
	Iteration 115Q: 3 clusters Score -1560143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1560151.375000 Penalty: 4745.388184
	Iteration 116Q: 3 clusters Score -1560151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1560151.625000 Penalty: 4745.388184
	Iteration 117Q: 3 clusters Score -1560152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1560153.375000 Penalty: 4745.388184
	Iteration 118Q: 3 clusters Score -1560153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1560151.750000 Penalty: 4745.388184
	Iteration 119Q: 3 clusters Score -1560152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1560155.875000 Penalty: 4745.388184
	Iteration 120F: 3 clusters Score -1560156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1560158.500000 Penalty: 4745.388184
	Iteration 121Q: 3 clusters Score -1560158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1560158.000000 Penalty: 4745.388184
	Iteration 122Q: 3 clusters Score -1560158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1560164.125000 Penalty: 4745.388184
	Iteration 123Q: 3 clusters Score -1560164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1560163.750000 Penalty: 4745.388184
	Iteration 124Q: 3 clusters Score -1560164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1560163.750000 Penalty: 4745.388184
	Iteration 125Q: 3 clusters Score -1560164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1560164.625000 Penalty: 4745.388184
	Iteration 126Q: 3 clusters Score -1560165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1560165.875000 Penalty: 4745.388184
	Iteration 127Q: 3 clusters Score -1560166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1560163.875000 Penalty: 4745.388184
	Iteration 128Q: 3 clusters Score -1560164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1560165.875000 Penalty: 4745.388184
	Iteration 129Q: 3 clusters Score -1560166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1560167.125000 Penalty: 4745.388184
	Iteration 130Q: 3 clusters Score -1560167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1560165.500000 Penalty: 4745.388184
	Iteration 131Q: 3 clusters Score -1560166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1560165.625000 Penalty: 4745.388184
	Iteration 132Q: 3 clusters Score -1560166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1560170.625000 Penalty: 4745.388184
	Iteration 133Q: 3 clusters Score -1560171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1560171.625000 Penalty: 4745.388184
	Iteration 134Q: 3 clusters Score -1560172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1560170.000000 Penalty: 4745.388184
	Iteration 135Q: 3 clusters Score -1560170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1560172.750000 Penalty: 4745.388184
	Iteration 136Q: 3 clusters Score -1560173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1560172.000000 Penalty: 4745.388184
	Iteration 137Q: 3 clusters Score -1560172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1560173.125000 Penalty: 4745.388184
	Iteration 138Q: 3 clusters Score -1560173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1560171.000000 Penalty: 4745.388184
	Iteration 139Q: 3 clusters Score -1560171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1560172.500000 Penalty: 4745.388184
	Iteration 140F: 3 clusters Score -1560172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1560174.750000 Penalty: 4745.388184
	Iteration 141Q: 3 clusters Score -1560175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1560172.750000 Penalty: 4745.388184
	Iteration 142Q: 3 clusters Score -1560173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1560173.250000 Penalty: 4745.388184
	Iteration 143Q: 3 clusters Score -1560173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1560174.375000 Penalty: 4745.388184
	Iteration 144Q: 3 clusters Score -1560174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1560174.375000 Penalty: 4745.388184
	Iteration 145F: 3 clusters Score -1560174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Entering Unmasked Estep 
Score: -884264.000000 Penalty: 2212.786377
	Iteration 0F: 2 clusters Score -884264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -878185.125000 Penalty: 4425.572754
	Iteration 0F: 3 clusters Score -878185.1 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -879943.312500 Penalty: 4425.572754
	Iteration 1F: 3 clusters Score -879943.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -880302.000000 Penalty: 4425.572754
	Iteration 2F: 3 clusters Score -880302 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -880612.062500 Penalty: 4425.572754
	Iteration 3F: 3 clusters Score -880612.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -880880.000000 Penalty: 4425.572754
	Iteration 4F: 3 clusters Score -880880 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -881108.375000 Penalty: 4425.572754
	Iteration 5Q: 3 clusters Score -881108.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -881316.937500 Penalty: 4425.572754
	Iteration 6Q: 3 clusters Score -881316.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -881510.812500 Penalty: 4425.572754
	Iteration 7Q: 3 clusters Score -881510.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -881674.625000 Penalty: 4425.572754
	Iteration 8Q: 3 clusters Score -881674.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -881807.625000 Penalty: 4425.572754
	Iteration 9Q: 3 clusters Score -881807.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -881904.312500 Penalty: 4425.572754
	Iteration 10Q: 3 clusters Score -881904.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -881994.312500 Penalty: 4425.572754
	Iteration 11Q: 3 clusters Score -881994.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -882070.562500 Penalty: 4425.572754
	Iteration 12Q: 3 clusters Score -882070.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -882140.687500 Penalty: 4425.572754
	Iteration 13Q: 3 clusters Score -882140.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -882208.625000 Penalty: 4425.572754
	Iteration 14Q: 3 clusters Score -882208.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -882275.250000 Penalty: 4425.572754
	Iteration 15Q: 3 clusters Score -882275.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -882354.500000 Penalty: 4425.572754
	Iteration 16Q: 3 clusters Score -882354.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -882419.750000 Penalty: 4425.572754
	Iteration 17Q: 3 clusters Score -882419.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -882471.937500 Penalty: 4425.572754
	Iteration 18Q: 3 clusters Score -882471.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -882528.625000 Penalty: 4425.572754
	Iteration 19Q: 3 clusters Score -882528.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -882556.312500 Penalty: 4425.572754
	Iteration 20F: 3 clusters Score -882556.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -882578.875000 Penalty: 4425.572754
	Iteration 21Q: 3 clusters Score -882578.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -882605.312500 Penalty: 4425.572754
	Iteration 22Q: 3 clusters Score -882605.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -882621.562500 Penalty: 4425.572754
	Iteration 23Q: 3 clusters Score -882621.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -882640.812500 Penalty: 4425.572754
	Iteration 24Q: 3 clusters Score -882640.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -882647.250000 Penalty: 4425.572754
	Iteration 25Q: 3 clusters Score -882647.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -882659.750000 Penalty: 4425.572754
	Iteration 26Q: 3 clusters Score -882659.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -882668.375000 Penalty: 4425.572754
	Iteration 27Q: 3 clusters Score -882668.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -882674.937500 Penalty: 4425.572754
	Iteration 28Q: 3 clusters Score -882674.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -882679.625000 Penalty: 4425.572754
	Iteration 29Q: 3 clusters Score -882679.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -882685.812500 Penalty: 4425.572754
	Iteration 30Q: 3 clusters Score -882685.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -882691.750000 Penalty: 4425.572754
	Iteration 31Q: 3 clusters Score -882691.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -882702.937500 Penalty: 4425.572754
	Iteration 32Q: 3 clusters Score -882702.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -882712.687500 Penalty: 4425.572754
	Iteration 33Q: 3 clusters Score -882712.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -882722.812500 Penalty: 4425.572754
	Iteration 34Q: 3 clusters Score -882722.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -882739.500000 Penalty: 4425.572754
	Iteration 35Q: 3 clusters Score -882739.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -882758.125000 Penalty: 4425.572754
	Iteration 36Q: 3 clusters Score -882758.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -882778.187500 Penalty: 4425.572754
	Iteration 37Q: 3 clusters Score -882778.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -882797.000000 Penalty: 4425.572754
	Iteration 38Q: 3 clusters Score -882797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -882818.125000 Penalty: 4425.572754
	Iteration 39Q: 3 clusters Score -882818.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -882832.500000 Penalty: 4425.572754
	Iteration 40F: 3 clusters Score -882832.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -882846.000000 Penalty: 4425.572754
	Iteration 41Q: 3 clusters Score -882846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -882864.562500 Penalty: 4425.572754
	Iteration 42Q: 3 clusters Score -882864.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -882882.875000 Penalty: 4425.572754
	Iteration 43Q: 3 clusters Score -882882.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -882907.250000 Penalty: 4425.572754
	Iteration 44Q: 3 clusters Score -882907.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -882931.125000 Penalty: 4425.572754
	Iteration 45Q: 3 clusters Score -882931.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -882965.000000 Penalty: 4425.572754
	Iteration 46Q: 3 clusters Score -882965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -882989.875000 Penalty: 4425.572754
	Iteration 47Q: 3 clusters Score -882989.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -883018.937500 Penalty: 4425.572754
	Iteration 48Q: 3 clusters Score -883018.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -883046.937500 Penalty: 4425.572754
	Iteration 49Q: 3 clusters Score -883046.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -883065.250000 Penalty: 4425.572754
	Iteration 50Q: 3 clusters Score -883065.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -883083.750000 Penalty: 4425.572754
	Iteration 51Q: 3 clusters Score -883083.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -883100.375000 Penalty: 4425.572754
	Iteration 52Q: 3 clusters Score -883100.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -883114.687500 Penalty: 4425.572754
	Iteration 53Q: 3 clusters Score -883114.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -883132.562500 Penalty: 4425.572754
	Iteration 54Q: 3 clusters Score -883132.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -883144.000000 Penalty: 4425.572754
	Iteration 55Q: 3 clusters Score -883144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -883153.562500 Penalty: 4425.572754
	Iteration 56Q: 3 clusters Score -883153.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -883156.750000 Penalty: 4425.572754
	Iteration 57Q: 3 clusters Score -883156.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -883158.500000 Penalty: 4425.572754
	Iteration 58Q: 3 clusters Score -883158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -883163.187500 Penalty: 4425.572754
	Iteration 59Q: 3 clusters Score -883163.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -883166.687500 Penalty: 4425.572754
	Iteration 60F: 3 clusters Score -883166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -883169.687500 Penalty: 4425.572754
	Iteration 61Q: 3 clusters Score -883169.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -883170.250000 Penalty: 4425.572754
	Iteration 62Q: 3 clusters Score -883170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -883170.625000 Penalty: 4425.572754
	Iteration 63Q: 3 clusters Score -883170.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -883170.812500 Penalty: 4425.572754
	Iteration 64Q: 3 clusters Score -883170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -883170.812500 Penalty: 4425.572754
	Iteration 65F: 3 clusters Score -883170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Entering Unmasked Estep 
Score: -992164.375000 Penalty: 2290.554199
	Iteration 0F: 2 clusters Score -992164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -984289.875000 Penalty: 4581.108398
	Iteration 0F: 3 clusters Score -984289.9 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -986800.562500 Penalty: 4581.108398
	Iteration 1F: 3 clusters Score -986800.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -987418.125000 Penalty: 4581.108398
	Iteration 2F: 3 clusters Score -987418.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -987964.187500 Penalty: 4581.108398
	Iteration 3F: 3 clusters Score -987964.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -988398.437500 Penalty: 4581.108398
	Iteration 4F: 3 clusters Score -988398.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -988707.187500 Penalty: 4581.108398
	Iteration 5F: 3 clusters Score -988707.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -988921.937500 Penalty: 4581.108398
	Iteration 6Q: 3 clusters Score -988921.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -989072.687500 Penalty: 4581.108398
	Iteration 7Q: 3 clusters Score -989072.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -989186.187500 Penalty: 4581.108398
	Iteration 8Q: 3 clusters Score -989186.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -989270.812500 Penalty: 4581.108398
	Iteration 9Q: 3 clusters Score -989270.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -989335.125000 Penalty: 4581.108398
	Iteration 10Q: 3 clusters Score -989335.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -989381.812500 Penalty: 4581.108398
	Iteration 11Q: 3 clusters Score -989381.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -989412.687500 Penalty: 4581.108398
	Iteration 12Q: 3 clusters Score -989412.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -989437.500000 Penalty: 4581.108398
	Iteration 13Q: 3 clusters Score -989437.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -989459.125000 Penalty: 4581.108398
	Iteration 14Q: 3 clusters Score -989459.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -989481.562500 Penalty: 4581.108398
	Iteration 15Q: 3 clusters Score -989481.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -989495.750000 Penalty: 4581.108398
	Iteration 16Q: 3 clusters Score -989495.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -989506.875000 Penalty: 4581.108398
	Iteration 17Q: 3 clusters Score -989506.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -989518.812500 Penalty: 4581.108398
	Iteration 18Q: 3 clusters Score -989518.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -989537.937500 Penalty: 4581.108398
	Iteration 19Q: 3 clusters Score -989537.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -989550.312500 Penalty: 4581.108398
	Iteration 20F: 3 clusters Score -989550.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -989566.125000 Penalty: 4581.108398
	Iteration 21Q: 3 clusters Score -989566.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -989582.750000 Penalty: 4581.108398
	Iteration 22Q: 3 clusters Score -989582.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -989604.750000 Penalty: 4581.108398
	Iteration 23Q: 3 clusters Score -989604.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -989626.062500 Penalty: 4581.108398
	Iteration 24Q: 3 clusters Score -989626.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -989641.375000 Penalty: 4581.108398
	Iteration 25Q: 3 clusters Score -989641.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -989651.000000 Penalty: 4581.108398
	Iteration 26Q: 3 clusters Score -989651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -989664.937500 Penalty: 4581.108398
	Iteration 27Q: 3 clusters Score -989664.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -989673.125000 Penalty: 4581.108398
	Iteration 28Q: 3 clusters Score -989673.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -989685.562500 Penalty: 4581.108398
	Iteration 29Q: 3 clusters Score -989685.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -989692.875000 Penalty: 4581.108398
	Iteration 30Q: 3 clusters Score -989692.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -989700.875000 Penalty: 4581.108398
	Iteration 31Q: 3 clusters Score -989700.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -989706.750000 Penalty: 4581.108398
	Iteration 32Q: 3 clusters Score -989706.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -989716.500000 Penalty: 4581.108398
	Iteration 33Q: 3 clusters Score -989716.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -989721.687500 Penalty: 4581.108398
	Iteration 34Q: 3 clusters Score -989721.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -989733.500000 Penalty: 4581.108398
	Iteration 35Q: 3 clusters Score -989733.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -989736.437500 Penalty: 4581.108398
	Iteration 36Q: 3 clusters Score -989736.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -989741.562500 Penalty: 4581.108398
	Iteration 37Q: 3 clusters Score -989741.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -989750.812500 Penalty: 4581.108398
	Iteration 38Q: 3 clusters Score -989750.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -989767.750000 Penalty: 4581.108398
	Iteration 39Q: 3 clusters Score -989767.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -989790.437500 Penalty: 4581.108398
	Iteration 40F: 3 clusters Score -989790.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -989817.437500 Penalty: 4581.108398
	Iteration 41Q: 3 clusters Score -989817.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -989840.312500 Penalty: 4581.108398
	Iteration 42Q: 3 clusters Score -989840.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -989859.750000 Penalty: 4581.108398
	Iteration 43Q: 3 clusters Score -989859.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -989878.812500 Penalty: 4581.108398
	Iteration 44Q: 3 clusters Score -989878.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -989895.062500 Penalty: 4581.108398
	Iteration 45Q: 3 clusters Score -989895.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -989907.812500 Penalty: 4581.108398
	Iteration 46Q: 3 clusters Score -989907.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -989917.875000 Penalty: 4581.108398
	Iteration 47Q: 3 clusters Score -989917.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -989925.125000 Penalty: 4581.108398
	Iteration 48Q: 3 clusters Score -989925.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -989931.062500 Penalty: 4581.108398
	Iteration 49Q: 3 clusters Score -989931.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -989938.187500 Penalty: 4581.108398
	Iteration 50Q: 3 clusters Score -989938.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -989946.625000 Penalty: 4581.108398
	Iteration 51Q: 3 clusters Score -989946.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -989957.000000 Penalty: 4581.108398
	Iteration 52Q: 3 clusters Score -989957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -989960.437500 Penalty: 4581.108398
	Iteration 53Q: 3 clusters Score -989960.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -989967.187500 Penalty: 4581.108398
	Iteration 54Q: 3 clusters Score -989967.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -989971.687500 Penalty: 4581.108398
	Iteration 55Q: 3 clusters Score -989971.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -989975.000000 Penalty: 4581.108398
	Iteration 56Q: 3 clusters Score -989975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -989978.437500 Penalty: 4581.108398
	Iteration 57Q: 3 clusters Score -989978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -989982.312500 Penalty: 4581.108398
	Iteration 58Q: 3 clusters Score -989982.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -989984.062500 Penalty: 4581.108398
	Iteration 59Q: 3 clusters Score -989984.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -989987.187500 Penalty: 4581.108398
	Iteration 60F: 3 clusters Score -989987.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -989989.875000 Penalty: 4581.108398
	Iteration 61Q: 3 clusters Score -989989.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -989994.750000 Penalty: 4581.108398
	Iteration 62Q: 3 clusters Score -989994.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -990001.437500 Penalty: 4581.108398
	Iteration 63Q: 3 clusters Score -990001.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -990002.187500 Penalty: 4581.108398
	Iteration 64Q: 3 clusters Score -990002.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -990010.937500 Penalty: 4581.108398
	Iteration 65Q: 3 clusters Score -990010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -990010.000000 Penalty: 4581.108398
	Iteration 66Q: 3 clusters Score -990010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -990008.437500 Penalty: 4581.108398
	Iteration 67Q: 3 clusters Score -990008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -990009.687500 Penalty: 4581.108398
	Iteration 68Q: 3 clusters Score -990009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -990009.250000 Penalty: 4581.108398
	Iteration 69Q: 3 clusters Score -990009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -990008.937500 Penalty: 4581.108398
	Iteration 70Q: 3 clusters Score -990008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -990007.687500 Penalty: 4581.108398
	Iteration 71Q: 3 clusters Score -990007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -990008.125000 Penalty: 4581.108398
	Iteration 72Q: 3 clusters Score -990008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -990009.375000 Penalty: 4581.108398
	Iteration 73Q: 3 clusters Score -990009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -990009.125000 Penalty: 4581.108398
	Iteration 74Q: 3 clusters Score -990009.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -990008.875000 Penalty: 4581.108398
	Iteration 75Q: 3 clusters Score -990008.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -990009.562500 Penalty: 4581.108398
	Iteration 76Q: 3 clusters Score -990009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -990011.500000 Penalty: 4581.108398
	Iteration 77Q: 3 clusters Score -990011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -990012.062500 Penalty: 4581.108398
	Iteration 78Q: 3 clusters Score -990012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -990014.062500 Penalty: 4581.108398
	Iteration 79Q: 3 clusters Score -990014.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -990012.812500 Penalty: 4581.108398
	Iteration 80F: 3 clusters Score -990012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -990013.812500 Penalty: 4581.108398
	Iteration 81Q: 3 clusters Score -990013.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -990016.062500 Penalty: 4581.108398
	Iteration 82Q: 3 clusters Score -990016.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -990017.375000 Penalty: 4581.108398
	Iteration 83Q: 3 clusters Score -990017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -990018.250000 Penalty: 4581.108398
	Iteration 84Q: 3 clusters Score -990018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -990017.250000 Penalty: 4581.108398
	Iteration 85Q: 3 clusters Score -990017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -990018.062500 Penalty: 4581.108398
	Iteration 86Q: 3 clusters Score -990018.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -990018.000000 Penalty: 4581.108398
	Iteration 87Q: 3 clusters Score -990018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -990017.687500 Penalty: 4581.108398
	Iteration 88Q: 3 clusters Score -990017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -990017.687500 Penalty: 4581.108398
	Iteration 89F: 3 clusters Score -990017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Entering Unmasked Estep 
Score: -1149401.375000 Penalty: 2300.781494
	Iteration 0F: 2 clusters Score -1149401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1141237.375000 Penalty: 4601.562988
	Iteration 0F: 3 clusters Score -1141237 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1143894.500000 Penalty: 4601.562988
	Iteration 1F: 3 clusters Score -1143894 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1144404.875000 Penalty: 4601.562988
	Iteration 2F: 3 clusters Score -1144405 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1144862.125000 Penalty: 4601.562988
	Iteration 3F: 3 clusters Score -1144862 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1145266.625000 Penalty: 4601.562988
	Iteration 4F: 3 clusters Score -1145267 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1145670.125000 Penalty: 4601.562988
	Iteration 5F: 3 clusters Score -1145670 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1146000.250000 Penalty: 4601.562988
	Iteration 6F: 3 clusters Score -1146000 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1146319.125000 Penalty: 4601.562988
	Iteration 7Q: 3 clusters Score -1146319 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1146614.750000 Penalty: 4601.562988
	Iteration 8Q: 3 clusters Score -1146615 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1146830.250000 Penalty: 4601.562988
	Iteration 9Q: 3 clusters Score -1146830 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1147005.250000 Penalty: 4601.562988
	Iteration 10Q: 3 clusters Score -1147005 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1147149.875000 Penalty: 4601.562988
	Iteration 11Q: 3 clusters Score -1147150 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1147267.500000 Penalty: 4601.562988
	Iteration 12Q: 3 clusters Score -1147268 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1147361.125000 Penalty: 4601.562988
	Iteration 13Q: 3 clusters Score -1147361 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1147437.125000 Penalty: 4601.562988
	Iteration 14Q: 3 clusters Score -1147437 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1147503.375000 Penalty: 4601.562988
	Iteration 15Q: 3 clusters Score -1147503 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1147549.500000 Penalty: 4601.562988
	Iteration 16Q: 3 clusters Score -1147550 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1147578.375000 Penalty: 4601.562988
	Iteration 17Q: 3 clusters Score -1147578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1147605.500000 Penalty: 4601.562988
	Iteration 18Q: 3 clusters Score -1147606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1147624.875000 Penalty: 4601.562988
	Iteration 19Q: 3 clusters Score -1147625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1147640.875000 Penalty: 4601.562988
	Iteration 20F: 3 clusters Score -1147641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1147654.250000 Penalty: 4601.562988
	Iteration 21Q: 3 clusters Score -1147654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1147668.000000 Penalty: 4601.562988
	Iteration 22Q: 3 clusters Score -1147668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1147680.875000 Penalty: 4601.562988
	Iteration 23Q: 3 clusters Score -1147681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1147687.750000 Penalty: 4601.562988
	Iteration 24Q: 3 clusters Score -1147688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1147692.000000 Penalty: 4601.562988
	Iteration 25Q: 3 clusters Score -1147692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1147701.250000 Penalty: 4601.562988
	Iteration 26Q: 3 clusters Score -1147701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1147706.625000 Penalty: 4601.562988
	Iteration 27Q: 3 clusters Score -1147707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1147723.375000 Penalty: 4601.562988
	Iteration 28Q: 3 clusters Score -1147723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1147734.500000 Penalty: 4601.562988
	Iteration 29Q: 3 clusters Score -1147734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1147758.875000 Penalty: 4601.562988
	Iteration 30Q: 3 clusters Score -1147759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1147775.000000 Penalty: 4601.562988
	Iteration 31Q: 3 clusters Score -1147775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1147796.625000 Penalty: 4601.562988
	Iteration 32Q: 3 clusters Score -1147797 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1147821.375000 Penalty: 4601.562988
	Iteration 33Q: 3 clusters Score -1147821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1147848.000000 Penalty: 4601.562988
	Iteration 34Q: 3 clusters Score -1147848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1147871.125000 Penalty: 4601.562988
	Iteration 35Q: 3 clusters Score -1147871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1147897.375000 Penalty: 4601.562988
	Iteration 36Q: 3 clusters Score -1147897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1147923.125000 Penalty: 4601.562988
	Iteration 37Q: 3 clusters Score -1147923 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1147942.625000 Penalty: 4601.562988
	Iteration 38Q: 3 clusters Score -1147943 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1147966.625000 Penalty: 4601.562988
	Iteration 39Q: 3 clusters Score -1147967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1147992.125000 Penalty: 4601.562988
	Iteration 40F: 3 clusters Score -1147992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1148019.375000 Penalty: 4601.562988
	Iteration 41Q: 3 clusters Score -1148019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1148042.750000 Penalty: 4601.562988
	Iteration 42Q: 3 clusters Score -1148043 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1148082.000000 Penalty: 4601.562988
	Iteration 43Q: 3 clusters Score -1148082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1148116.875000 Penalty: 4601.562988
	Iteration 44Q: 3 clusters Score -1148117 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1148150.625000 Penalty: 4601.562988
	Iteration 45Q: 3 clusters Score -1148151 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1148189.500000 Penalty: 4601.562988
	Iteration 46Q: 3 clusters Score -1148190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1148222.750000 Penalty: 4601.562988
	Iteration 47Q: 3 clusters Score -1148223 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1148251.250000 Penalty: 4601.562988
	Iteration 48Q: 3 clusters Score -1148251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1148271.375000 Penalty: 4601.562988
	Iteration 49Q: 3 clusters Score -1148271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1148295.875000 Penalty: 4601.562988
	Iteration 50Q: 3 clusters Score -1148296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1148309.125000 Penalty: 4601.562988
	Iteration 51Q: 3 clusters Score -1148309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1148319.625000 Penalty: 4601.562988
	Iteration 52Q: 3 clusters Score -1148320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1148326.125000 Penalty: 4601.562988
	Iteration 53Q: 3 clusters Score -1148326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1148331.125000 Penalty: 4601.562988
	Iteration 54Q: 3 clusters Score -1148331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1148338.750000 Penalty: 4601.562988
	Iteration 55Q: 3 clusters Score -1148339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1148341.625000 Penalty: 4601.562988
	Iteration 56Q: 3 clusters Score -1148342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1148344.000000 Penalty: 4601.562988
	Iteration 57Q: 3 clusters Score -1148344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1148348.750000 Penalty: 4601.562988
	Iteration 58Q: 3 clusters Score -1148349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1148347.375000 Penalty: 4601.562988
	Iteration 59Q: 3 clusters Score -1148347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1148344.625000 Penalty: 4601.562988
	Iteration 60F: 3 clusters Score -1148345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1148346.125000 Penalty: 4601.562988
	Iteration 61Q: 3 clusters Score -1148346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1148350.875000 Penalty: 4601.562988
	Iteration 62Q: 3 clusters Score -1148351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1148348.500000 Penalty: 4601.562988
	Iteration 63Q: 3 clusters Score -1148348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1148348.500000 Penalty: 4601.562988
	Iteration 64F: 3 clusters Score -1148348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Entering Unmasked Estep 
Score: -2324379.750000 Penalty: 2448.152832
	Iteration 0F: 2 clusters Score -2324380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -2310791.250000 Penalty: 4896.305664
	Iteration 0F: 3 clusters Score -2310791 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2315321.250000 Penalty: 4896.305664
	Iteration 1F: 3 clusters Score -2315321 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2315719.500000 Penalty: 4896.305664
	Iteration 2F: 3 clusters Score -2315720 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2316022.000000 Penalty: 4896.305664
	Iteration 3Q: 3 clusters Score -2316022 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2316320.250000 Penalty: 4896.305664
	Iteration 4Q: 3 clusters Score -2316320 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2316634.750000 Penalty: 4896.305664
	Iteration 5Q: 3 clusters Score -2316635 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2316993.250000 Penalty: 4896.305664
	Iteration 6Q: 3 clusters Score -2316993 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2317421.250000 Penalty: 4896.305664
	Iteration 7Q: 3 clusters Score -2317421 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2317889.750000 Penalty: 4896.305664
	Iteration 8Q: 3 clusters Score -2317890 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2318331.500000 Penalty: 4896.305664
	Iteration 9Q: 3 clusters Score -2318332 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2318712.250000 Penalty: 4896.305664
	Iteration 10Q: 3 clusters Score -2318712 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2319030.750000 Penalty: 4896.305664
	Iteration 11Q: 3 clusters Score -2319031 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2319271.750000 Penalty: 4896.305664
	Iteration 12Q: 3 clusters Score -2319272 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2319418.000000 Penalty: 4896.305664
	Iteration 13Q: 3 clusters Score -2319418 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2319535.500000 Penalty: 4896.305664
	Iteration 14Q: 3 clusters Score -2319536 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2319632.000000 Penalty: 4896.305664
	Iteration 15Q: 3 clusters Score -2319632 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2319704.750000 Penalty: 4896.305664
	Iteration 16Q: 3 clusters Score -2319705 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2319775.500000 Penalty: 4896.305664
	Iteration 17Q: 3 clusters Score -2319776 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2319855.000000 Penalty: 4896.305664
	Iteration 18Q: 3 clusters Score -2319855 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2319918.000000 Penalty: 4896.305664
	Iteration 19Q: 3 clusters Score -2319918 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2319988.250000 Penalty: 4896.305664
	Iteration 20F: 3 clusters Score -2319988 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2320055.750000 Penalty: 4896.305664
	Iteration 21Q: 3 clusters Score -2320056 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2320126.250000 Penalty: 4896.305664
	Iteration 22Q: 3 clusters Score -2320126 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2320200.500000 Penalty: 4896.305664
	Iteration 23Q: 3 clusters Score -2320200 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2320267.000000 Penalty: 4896.305664
	Iteration 24Q: 3 clusters Score -2320267 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2320346.000000 Penalty: 4896.305664
	Iteration 25Q: 3 clusters Score -2320346 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2320430.750000 Penalty: 4896.305664
	Iteration 26Q: 3 clusters Score -2320431 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2320532.250000 Penalty: 4896.305664
	Iteration 27Q: 3 clusters Score -2320532 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2320634.000000 Penalty: 4896.305664
	Iteration 28Q: 3 clusters Score -2320634 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2320757.500000 Penalty: 4896.305664
	Iteration 29Q: 3 clusters Score -2320758 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2320861.750000 Penalty: 4896.305664
	Iteration 30Q: 3 clusters Score -2320862 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2320976.750000 Penalty: 4896.305664
	Iteration 31Q: 3 clusters Score -2320977 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2321107.000000 Penalty: 4896.305664
	Iteration 32Q: 3 clusters Score -2321107 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2321268.750000 Penalty: 4896.305664
	Iteration 33Q: 3 clusters Score -2321269 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2321406.750000 Penalty: 4896.305664
	Iteration 34Q: 3 clusters Score -2321407 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2321536.750000 Penalty: 4896.305664
	Iteration 35Q: 3 clusters Score -2321537 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2321664.750000 Penalty: 4896.305664
	Iteration 36Q: 3 clusters Score -2321665 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2321749.000000 Penalty: 4896.305664
	Iteration 37Q: 3 clusters Score -2321749 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2321822.000000 Penalty: 4896.305664
	Iteration 38Q: 3 clusters Score -2321822 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2321883.000000 Penalty: 4896.305664
	Iteration 39Q: 3 clusters Score -2321883 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2321926.000000 Penalty: 4896.305664
	Iteration 40F: 3 clusters Score -2321926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2321983.000000 Penalty: 4896.305664
	Iteration 41Q: 3 clusters Score -2321983 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2322036.500000 Penalty: 4896.305664
	Iteration 42Q: 3 clusters Score -2322036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2322075.000000 Penalty: 4896.305664
	Iteration 43Q: 3 clusters Score -2322075 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2322103.250000 Penalty: 4896.305664
	Iteration 44Q: 3 clusters Score -2322103 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2322132.250000 Penalty: 4896.305664
	Iteration 45Q: 3 clusters Score -2322132 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2322160.500000 Penalty: 4896.305664
	Iteration 46Q: 3 clusters Score -2322160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2322186.250000 Penalty: 4896.305664
	Iteration 47Q: 3 clusters Score -2322186 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2322214.250000 Penalty: 4896.305664
	Iteration 48Q: 3 clusters Score -2322214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2322239.750000 Penalty: 4896.305664
	Iteration 49Q: 3 clusters Score -2322240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2322263.750000 Penalty: 4896.305664
	Iteration 50Q: 3 clusters Score -2322264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2322277.750000 Penalty: 4896.305664
	Iteration 51Q: 3 clusters Score -2322278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2322298.000000 Penalty: 4896.305664
	Iteration 52Q: 3 clusters Score -2322298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2322307.500000 Penalty: 4896.305664
	Iteration 53Q: 3 clusters Score -2322308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2322312.000000 Penalty: 4896.305664
	Iteration 54Q: 3 clusters Score -2322312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2322320.750000 Penalty: 4896.305664
	Iteration 55Q: 3 clusters Score -2322321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2322323.250000 Penalty: 4896.305664
	Iteration 56Q: 3 clusters Score -2322323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2322331.250000 Penalty: 4896.305664
	Iteration 57Q: 3 clusters Score -2322331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2322334.750000 Penalty: 4896.305664
	Iteration 58Q: 3 clusters Score -2322335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2322340.000000 Penalty: 4896.305664
	Iteration 59Q: 3 clusters Score -2322340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2322346.500000 Penalty: 4896.305664
	Iteration 60F: 3 clusters Score -2322346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2322356.250000 Penalty: 4896.305664
	Iteration 61Q: 3 clusters Score -2322356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2322359.750000 Penalty: 4896.305664
	Iteration 62Q: 3 clusters Score -2322360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2322359.000000 Penalty: 4896.305664
	Iteration 63Q: 3 clusters Score -2322359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2322363.250000 Penalty: 4896.305664
	Iteration 64Q: 3 clusters Score -2322363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2322366.000000 Penalty: 4896.305664
	Iteration 65Q: 3 clusters Score -2322366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2322369.500000 Penalty: 4896.305664
	Iteration 66Q: 3 clusters Score -2322370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2322369.750000 Penalty: 4896.305664
	Iteration 67Q: 3 clusters Score -2322370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2322373.750000 Penalty: 4896.305664
	Iteration 68Q: 3 clusters Score -2322374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2322372.500000 Penalty: 4896.305664
	Iteration 69Q: 3 clusters Score -2322372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2322374.500000 Penalty: 4896.305664
	Iteration 70Q: 3 clusters Score -2322374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2322379.000000 Penalty: 4896.305664
	Iteration 71Q: 3 clusters Score -2322379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2322379.250000 Penalty: 4896.305664
	Iteration 72Q: 3 clusters Score -2322379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2322376.000000 Penalty: 4896.305664
	Iteration 73Q: 3 clusters Score -2322376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2322383.000000 Penalty: 4896.305664
	Iteration 74Q: 3 clusters Score -2322383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2322384.750000 Penalty: 4896.305664
	Iteration 75Q: 3 clusters Score -2322385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2322388.750000 Penalty: 4896.305664
	Iteration 76Q: 3 clusters Score -2322389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2322394.750000 Penalty: 4896.305664
	Iteration 77Q: 3 clusters Score -2322395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2322390.250000 Penalty: 4896.305664
	Iteration 78Q: 3 clusters Score -2322390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2322403.500000 Penalty: 4896.305664
	Iteration 79Q: 3 clusters Score -2322404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2322400.500000 Penalty: 4896.305664
	Iteration 80F: 3 clusters Score -2322400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2322403.250000 Penalty: 4896.305664
	Iteration 81Q: 3 clusters Score -2322403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2322408.500000 Penalty: 4896.305664
	Iteration 82Q: 3 clusters Score -2322408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2322412.750000 Penalty: 4896.305664
	Iteration 83Q: 3 clusters Score -2322413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2322415.500000 Penalty: 4896.305664
	Iteration 84Q: 3 clusters Score -2322416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2322418.500000 Penalty: 4896.305664
	Iteration 85Q: 3 clusters Score -2322418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2322420.500000 Penalty: 4896.305664
	Iteration 86Q: 3 clusters Score -2322420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2322425.250000 Penalty: 4896.305664
	Iteration 87Q: 3 clusters Score -2322425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2322426.000000 Penalty: 4896.305664
	Iteration 88Q: 3 clusters Score -2322426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2322426.500000 Penalty: 4896.305664
	Iteration 89Q: 3 clusters Score -2322426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2322430.250000 Penalty: 4896.305664
	Iteration 90Q: 3 clusters Score -2322430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2322431.750000 Penalty: 4896.305664
	Iteration 91Q: 3 clusters Score -2322432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2322432.000000 Penalty: 4896.305664
	Iteration 92Q: 3 clusters Score -2322432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2322433.250000 Penalty: 4896.305664
	Iteration 93Q: 3 clusters Score -2322433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2322434.250000 Penalty: 4896.305664
	Iteration 94Q: 3 clusters Score -2322434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2322433.250000 Penalty: 4896.305664
	Iteration 95Q: 3 clusters Score -2322433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2322432.000000 Penalty: 4896.305664
	Iteration 96Q: 3 clusters Score -2322432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2322431.000000 Penalty: 4896.305664
	Iteration 97Q: 3 clusters Score -2322431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2322436.750000 Penalty: 4896.305664
	Iteration 98Q: 3 clusters Score -2322437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2322436.750000 Penalty: 4896.305664
	Iteration 99Q: 3 clusters Score -2322437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2322437.250000 Penalty: 4896.305664
	Iteration 100F: 3 clusters Score -2322437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2322439.750000 Penalty: 4896.305664
	Iteration 101Q: 3 clusters Score -2322440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2322438.250000 Penalty: 4896.305664
	Iteration 102Q: 3 clusters Score -2322438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2322442.000000 Penalty: 4896.305664
	Iteration 103Q: 3 clusters Score -2322442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2322446.000000 Penalty: 4896.305664
	Iteration 104Q: 3 clusters Score -2322446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2322443.750000 Penalty: 4896.305664
	Iteration 105Q: 3 clusters Score -2322444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2322445.000000 Penalty: 4896.305664
	Iteration 106Q: 3 clusters Score -2322445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2322445.000000 Penalty: 4896.305664
	Iteration 107F: 3 clusters Score -2322445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1811920.750000 Penalty: 2384.405518
	Iteration 0F: 2 clusters Score -1811921 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 7512 members 
Entering Unmasked Estep 
Score: -1801120.750000 Penalty: 4768.811035
	Iteration 0F: 3 clusters Score -1801121 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1804842.875000 Penalty: 4768.811035
	Iteration 1F: 3 clusters Score -1804843 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1805661.750000 Penalty: 4768.811035
	Iteration 2F: 3 clusters Score -1805662 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1806467.750000 Penalty: 4768.811035
	Iteration 3F: 3 clusters Score -1806468 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1807229.375000 Penalty: 4768.811035
	Iteration 4F: 3 clusters Score -1807229 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1807985.375000 Penalty: 4768.811035
	Iteration 5F: 3 clusters Score -1807985 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1808659.500000 Penalty: 4768.811035
	Iteration 6F: 3 clusters Score -1808660 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1809321.625000 Penalty: 4768.811035
	Iteration 7F: 3 clusters Score -1809322 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1809912.750000 Penalty: 4768.811035
	Iteration 8Q: 3 clusters Score -1809913 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1810333.875000 Penalty: 4768.811035
	Iteration 9Q: 3 clusters Score -1810334 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1810634.000000 Penalty: 4768.811035
	Iteration 10Q: 3 clusters Score -1810634 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1810829.000000 Penalty: 4768.811035
	Iteration 11Q: 3 clusters Score -1810829 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1810936.500000 Penalty: 4768.811035
	Iteration 12Q: 3 clusters Score -1810936 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1811006.500000 Penalty: 4768.811035
	Iteration 13Q: 3 clusters Score -1811006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1811035.875000 Penalty: 4768.811035
	Iteration 14Q: 3 clusters Score -1811036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1811072.500000 Penalty: 4768.811035
	Iteration 15Q: 3 clusters Score -1811072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1811093.750000 Penalty: 4768.811035
	Iteration 16Q: 3 clusters Score -1811094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1811103.375000 Penalty: 4768.811035
	Iteration 17Q: 3 clusters Score -1811103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1811113.125000 Penalty: 4768.811035
	Iteration 18Q: 3 clusters Score -1811113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1811124.625000 Penalty: 4768.811035
	Iteration 19Q: 3 clusters Score -1811125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1811123.125000 Penalty: 4768.811035
	Iteration 20F: 3 clusters Score -1811123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1811132.875000 Penalty: 4768.811035
	Iteration 21Q: 3 clusters Score -1811133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1811136.000000 Penalty: 4768.811035
	Iteration 22Q: 3 clusters Score -1811136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1811140.375000 Penalty: 4768.811035
	Iteration 23Q: 3 clusters Score -1811140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1811139.375000 Penalty: 4768.811035
	Iteration 24Q: 3 clusters Score -1811139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1811141.750000 Penalty: 4768.811035
	Iteration 25Q: 3 clusters Score -1811142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1811141.750000 Penalty: 4768.811035
	Iteration 26F: 3 clusters Score -1811142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -301078.281250 Penalty: 1939.568481
	Iteration 0F: 2 clusters Score -301078.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -298131.750000 Penalty: 3879.136963
	Iteration 0F: 3 clusters Score -298131.8 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -298696.062500 Penalty: 3879.136963
	Iteration 1F: 3 clusters Score -298696.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -298841.906250 Penalty: 3879.136963
	Iteration 2F: 3 clusters Score -298841.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -298927.625000 Penalty: 3879.136963
	Iteration 3Q: 3 clusters Score -298927.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -298968.812500 Penalty: 3879.136963
	Iteration 4Q: 3 clusters Score -298968.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -298998.968750 Penalty: 3879.136963
	Iteration 5Q: 3 clusters Score -298999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -299020.781250 Penalty: 3879.136963
	Iteration 6Q: 3 clusters Score -299020.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -299032.562500 Penalty: 3879.136963
	Iteration 7Q: 3 clusters Score -299032.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -299043.781250 Penalty: 3879.136963
	Iteration 8Q: 3 clusters Score -299043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -299051.437500 Penalty: 3879.136963
	Iteration 9Q: 3 clusters Score -299051.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -299055.875000 Penalty: 3879.136963
	Iteration 10Q: 3 clusters Score -299055.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -299060.031250 Penalty: 3879.136963
	Iteration 11Q: 3 clusters Score -299060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -299066.156250 Penalty: 3879.136963
	Iteration 12Q: 3 clusters Score -299066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -299070.093750 Penalty: 3879.136963
	Iteration 13Q: 3 clusters Score -299070.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -299078.000000 Penalty: 3879.136963
	Iteration 14Q: 3 clusters Score -299078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299083.718750 Penalty: 3879.136963
	Iteration 15Q: 3 clusters Score -299083.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -299087.687500 Penalty: 3879.136963
	Iteration 16Q: 3 clusters Score -299087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -299090.406250 Penalty: 3879.136963
	Iteration 17Q: 3 clusters Score -299090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -299092.250000 Penalty: 3879.136963
	Iteration 18Q: 3 clusters Score -299092.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -299094.125000 Penalty: 3879.136963
	Iteration 19Q: 3 clusters Score -299094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -299094.250000 Penalty: 3879.136963
	Iteration 20F: 3 clusters Score -299094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -299096.812500 Penalty: 3879.136963
	Iteration 21Q: 3 clusters Score -299096.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -299098.218750 Penalty: 3879.136963
	Iteration 22Q: 3 clusters Score -299098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299098.125000 Penalty: 3879.136963
	Iteration 23Q: 3 clusters Score -299098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -299098.531250 Penalty: 3879.136963
	Iteration 24Q: 3 clusters Score -299098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -299100.281250 Penalty: 3879.136963
	Iteration 25Q: 3 clusters Score -299100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -299103.437500 Penalty: 3879.136963
	Iteration 26Q: 3 clusters Score -299103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -299105.781250 Penalty: 3879.136963
	Iteration 27Q: 3 clusters Score -299105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -299106.062500 Penalty: 3879.136963
	Iteration 28Q: 3 clusters Score -299106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -299107.562500 Penalty: 3879.136963
	Iteration 29Q: 3 clusters Score -299107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -299108.656250 Penalty: 3879.136963
	Iteration 30Q: 3 clusters Score -299108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -299109.625000 Penalty: 3879.136963
	Iteration 31Q: 3 clusters Score -299109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -299111.687500 Penalty: 3879.136963
	Iteration 32Q: 3 clusters Score -299111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299114.437500 Penalty: 3879.136963
	Iteration 33Q: 3 clusters Score -299114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299115.156250 Penalty: 3879.136963
	Iteration 34Q: 3 clusters Score -299115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -299115.156250 Penalty: 3879.136963
	Iteration 35F: 3 clusters Score -299115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -1108822.500000 Penalty: 2318.069580
	Iteration 0F: 2 clusters Score -1108822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1100239.500000 Penalty: 4636.139160
	Iteration 0F: 3 clusters Score -1100240 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1103445.250000 Penalty: 4636.139160
	Iteration 1F: 3 clusters Score -1103445 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1104513.125000 Penalty: 4636.139160
	Iteration 2F: 3 clusters Score -1104513 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1105389.125000 Penalty: 4636.139160
	Iteration 3F: 3 clusters Score -1105389 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1105999.375000 Penalty: 4636.139160
	Iteration 4F: 3 clusters Score -1105999 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1106406.625000 Penalty: 4636.139160
	Iteration 5F: 3 clusters Score -1106407 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1106661.000000 Penalty: 4636.139160
	Iteration 6Q: 3 clusters Score -1106661 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1106839.000000 Penalty: 4636.139160
	Iteration 7Q: 3 clusters Score -1106839 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1106941.500000 Penalty: 4636.139160
	Iteration 8Q: 3 clusters Score -1106942 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1107004.375000 Penalty: 4636.139160
	Iteration 9Q: 3 clusters Score -1107004 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1107044.375000 Penalty: 4636.139160
	Iteration 10Q: 3 clusters Score -1107044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1107079.750000 Penalty: 4636.139160
	Iteration 11Q: 3 clusters Score -1107080 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1107103.875000 Penalty: 4636.139160
	Iteration 12Q: 3 clusters Score -1107104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1107128.125000 Penalty: 4636.139160
	Iteration 13Q: 3 clusters Score -1107128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1107146.375000 Penalty: 4636.139160
	Iteration 14Q: 3 clusters Score -1107146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1107163.875000 Penalty: 4636.139160
	Iteration 15Q: 3 clusters Score -1107164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1107180.000000 Penalty: 4636.139160
	Iteration 16Q: 3 clusters Score -1107180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1107189.875000 Penalty: 4636.139160
	Iteration 17Q: 3 clusters Score -1107190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1107195.750000 Penalty: 4636.139160
	Iteration 18Q: 3 clusters Score -1107196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1107204.875000 Penalty: 4636.139160
	Iteration 19Q: 3 clusters Score -1107205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1107208.625000 Penalty: 4636.139160
	Iteration 20F: 3 clusters Score -1107209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1107215.875000 Penalty: 4636.139160
	Iteration 21Q: 3 clusters Score -1107216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1107221.750000 Penalty: 4636.139160
	Iteration 22Q: 3 clusters Score -1107222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1107225.375000 Penalty: 4636.139160
	Iteration 23Q: 3 clusters Score -1107225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1107227.625000 Penalty: 4636.139160
	Iteration 24Q: 3 clusters Score -1107228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1107232.875000 Penalty: 4636.139160
	Iteration 25Q: 3 clusters Score -1107233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1107237.000000 Penalty: 4636.139160
	Iteration 26Q: 3 clusters Score -1107237 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1107243.000000 Penalty: 4636.139160
	Iteration 27Q: 3 clusters Score -1107243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1107246.250000 Penalty: 4636.139160
	Iteration 28Q: 3 clusters Score -1107246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1107246.875000 Penalty: 4636.139160
	Iteration 29Q: 3 clusters Score -1107247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1107251.750000 Penalty: 4636.139160
	Iteration 30Q: 3 clusters Score -1107252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1107253.750000 Penalty: 4636.139160
	Iteration 31Q: 3 clusters Score -1107254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1107255.625000 Penalty: 4636.139160
	Iteration 32Q: 3 clusters Score -1107256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1107262.125000 Penalty: 4636.139160
	Iteration 33Q: 3 clusters Score -1107262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1107263.125000 Penalty: 4636.139160
	Iteration 34Q: 3 clusters Score -1107263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1107261.875000 Penalty: 4636.139160
	Iteration 35Q: 3 clusters Score -1107262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1107262.250000 Penalty: 4636.139160
	Iteration 36Q: 3 clusters Score -1107262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1107263.625000 Penalty: 4636.139160
	Iteration 37Q: 3 clusters Score -1107264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1107264.000000 Penalty: 4636.139160
	Iteration 38Q: 3 clusters Score -1107264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1107264.625000 Penalty: 4636.139160
	Iteration 39Q: 3 clusters Score -1107265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1107265.125000 Penalty: 4636.139160
	Iteration 40F: 3 clusters Score -1107265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1107266.500000 Penalty: 4636.139160
	Iteration 41Q: 3 clusters Score -1107266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1107266.625000 Penalty: 4636.139160
	Iteration 42Q: 3 clusters Score -1107267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1107268.375000 Penalty: 4636.139160
	Iteration 43Q: 3 clusters Score -1107268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1107268.750000 Penalty: 4636.139160
	Iteration 44Q: 3 clusters Score -1107269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1107272.500000 Penalty: 4636.139160
	Iteration 45Q: 3 clusters Score -1107272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1107270.000000 Penalty: 4636.139160
	Iteration 46Q: 3 clusters Score -1107270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1107275.375000 Penalty: 4636.139160
	Iteration 47Q: 3 clusters Score -1107275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1107276.250000 Penalty: 4636.139160
	Iteration 48Q: 3 clusters Score -1107276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1107276.000000 Penalty: 4636.139160
	Iteration 49Q: 3 clusters Score -1107276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1107275.875000 Penalty: 4636.139160
	Iteration 50Q: 3 clusters Score -1107276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1107276.000000 Penalty: 4636.139160
	Iteration 51Q: 3 clusters Score -1107276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1107276.250000 Penalty: 4636.139160
	Iteration 52Q: 3 clusters Score -1107276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1107276.375000 Penalty: 4636.139160
	Iteration 53Q: 3 clusters Score -1107276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1107275.625000 Penalty: 4636.139160
	Iteration 54Q: 3 clusters Score -1107276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1107275.625000 Penalty: 4636.139160
	Iteration 55F: 3 clusters Score -1107276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -65119.488281 Penalty: 1686.993896
	Iteration 0F: 2 clusters Score -65119.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63262.273438 Penalty: 3373.987793
	Iteration 0F: 3 clusters Score -63262.27 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63501.003906 Penalty: 3373.987793
	Iteration 1F: 3 clusters Score -63501 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63586.218750 Penalty: 3373.987793
	Iteration 2F: 3 clusters Score -63586.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63634.832031 Penalty: 3373.987793
	Iteration 3Q: 3 clusters Score -63634.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63679.785156 Penalty: 3373.987793
	Iteration 4Q: 3 clusters Score -63679.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -63711.937500 Penalty: 3373.987793
	Iteration 5Q: 3 clusters Score -63711.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -63736.132812 Penalty: 3373.987793
	Iteration 6Q: 3 clusters Score -63736.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63752.171875 Penalty: 3373.987793
	Iteration 7Q: 3 clusters Score -63752.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63770.972656 Penalty: 3373.987793
	Iteration 8Q: 3 clusters Score -63770.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63778.367188 Penalty: 3373.987793
	Iteration 9Q: 3 clusters Score -63778.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63783.410156 Penalty: 3373.987793
	Iteration 10Q: 3 clusters Score -63783.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63789.914062 Penalty: 3373.987793
	Iteration 11Q: 3 clusters Score -63789.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -63797.035156 Penalty: 3373.987793
	Iteration 12Q: 3 clusters Score -63797.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -63806.570312 Penalty: 3373.987793
	Iteration 13Q: 3 clusters Score -63806.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63812.753906 Penalty: 3373.987793
	Iteration 14Q: 3 clusters Score -63812.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63818.734375 Penalty: 3373.987793
	Iteration 15Q: 3 clusters Score -63818.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63821.710938 Penalty: 3373.987793
	Iteration 16Q: 3 clusters Score -63821.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -63825.851562 Penalty: 3373.987793
	Iteration 17Q: 3 clusters Score -63825.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -63834.257812 Penalty: 3373.987793
	Iteration 18Q: 3 clusters Score -63834.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63850.921875 Penalty: 3373.987793
	Iteration 19Q: 3 clusters Score -63850.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -63868.621094 Penalty: 3373.987793
	Iteration 20F: 3 clusters Score -63868.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63883.382812 Penalty: 3373.987793
	Iteration 21Q: 3 clusters Score -63883.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -63898.203125 Penalty: 3373.987793
	Iteration 22Q: 3 clusters Score -63898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63913.238281 Penalty: 3373.987793
	Iteration 23Q: 3 clusters Score -63913.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63935.964844 Penalty: 3373.987793
	Iteration 24Q: 3 clusters Score -63935.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63957.328125 Penalty: 3373.987793
	Iteration 25Q: 3 clusters Score -63957.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -63964.222656 Penalty: 3373.987793
	Iteration 26Q: 3 clusters Score -63964.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63972.054688 Penalty: 3373.987793
	Iteration 27Q: 3 clusters Score -63972.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63983.578125 Penalty: 3373.987793
	Iteration 28Q: 3 clusters Score -63983.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63993.015625 Penalty: 3373.987793
	Iteration 29Q: 3 clusters Score -63993.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -63994.949219 Penalty: 3373.987793
	Iteration 30Q: 3 clusters Score -63994.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63996.625000 Penalty: 3373.987793
	Iteration 31Q: 3 clusters Score -63996.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63996.625000 Penalty: 3373.987793
	Iteration 32F: 3 clusters Score -63996.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -394677.218750 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -394677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -391211.187500 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -391211.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -391924.875000 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -391924.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -392093.656250 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -392093.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -392207.250000 Penalty: 4015.265869
	Iteration 3Q: 3 clusters Score -392207.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -392286.875000 Penalty: 4015.265869
	Iteration 4Q: 3 clusters Score -392286.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -392348.250000 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -392348.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -392392.812500 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -392392.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -392425.156250 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -392425.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -392462.125000 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -392462.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -392496.625000 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -392496.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -392524.312500 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -392524.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -392552.875000 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -392552.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -392577.312500 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -392577.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -392596.000000 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -392596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -392616.781250 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -392616.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -392642.093750 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -392642.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -392673.562500 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -392673.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -392698.437500 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -392698.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -392714.468750 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -392714.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -392728.875000 Penalty: 4015.265869
	Iteration 19Q: 3 clusters Score -392728.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -392745.875000 Penalty: 4015.265869
	Iteration 20F: 3 clusters Score -392745.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -392756.687500 Penalty: 4015.265869
	Iteration 21Q: 3 clusters Score -392756.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -392761.750000 Penalty: 4015.265869
	Iteration 22Q: 3 clusters Score -392761.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -392768.812500 Penalty: 4015.265869
	Iteration 23Q: 3 clusters Score -392768.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -392779.312500 Penalty: 4015.265869
	Iteration 24Q: 3 clusters Score -392779.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -392794.781250 Penalty: 4015.265869
	Iteration 25Q: 3 clusters Score -392794.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -392804.406250 Penalty: 4015.265869
	Iteration 26Q: 3 clusters Score -392804.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -392812.968750 Penalty: 4015.265869
	Iteration 27Q: 3 clusters Score -392813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -392819.781250 Penalty: 4015.265869
	Iteration 28Q: 3 clusters Score -392819.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -392825.156250 Penalty: 4015.265869
	Iteration 29Q: 3 clusters Score -392825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -392828.156250 Penalty: 4015.265869
	Iteration 30Q: 3 clusters Score -392828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -392833.375000 Penalty: 4015.265869
	Iteration 31Q: 3 clusters Score -392833.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -392839.750000 Penalty: 4015.265869
	Iteration 32Q: 3 clusters Score -392839.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -392845.562500 Penalty: 4015.265869
	Iteration 33Q: 3 clusters Score -392845.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -392851.937500 Penalty: 4015.265869
	Iteration 34Q: 3 clusters Score -392851.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -392860.562500 Penalty: 4015.265869
	Iteration 35Q: 3 clusters Score -392860.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -392872.031250 Penalty: 4015.265869
	Iteration 36Q: 3 clusters Score -392872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -392881.531250 Penalty: 4015.265869
	Iteration 37Q: 3 clusters Score -392881.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -392891.125000 Penalty: 4015.265869
	Iteration 38Q: 3 clusters Score -392891.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -392896.937500 Penalty: 4015.265869
	Iteration 39Q: 3 clusters Score -392896.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -392906.187500 Penalty: 4015.265869
	Iteration 40F: 3 clusters Score -392906.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -392915.281250 Penalty: 4015.265869
	Iteration 41Q: 3 clusters Score -392915.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -392920.625000 Penalty: 4015.265869
	Iteration 42Q: 3 clusters Score -392920.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -392925.625000 Penalty: 4015.265869
	Iteration 43Q: 3 clusters Score -392925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -392927.156250 Penalty: 4015.265869
	Iteration 44Q: 3 clusters Score -392927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -392931.218750 Penalty: 4015.265869
	Iteration 45Q: 3 clusters Score -392931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -392935.125000 Penalty: 4015.265869
	Iteration 46Q: 3 clusters Score -392935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -392939.375000 Penalty: 4015.265869
	Iteration 47Q: 3 clusters Score -392939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -392943.093750 Penalty: 4015.265869
	Iteration 48Q: 3 clusters Score -392943.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -392946.218750 Penalty: 4015.265869
	Iteration 49Q: 3 clusters Score -392946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -392949.750000 Penalty: 4015.265869
	Iteration 50Q: 3 clusters Score -392949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -392955.906250 Penalty: 4015.265869
	Iteration 51Q: 3 clusters Score -392955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -392960.312500 Penalty: 4015.265869
	Iteration 52Q: 3 clusters Score -392960.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -392965.843750 Penalty: 4015.265869
	Iteration 53Q: 3 clusters Score -392965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -392973.375000 Penalty: 4015.265869
	Iteration 54Q: 3 clusters Score -392973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -392975.062500 Penalty: 4015.265869
	Iteration 55Q: 3 clusters Score -392975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -392976.500000 Penalty: 4015.265869
	Iteration 56Q: 3 clusters Score -392976.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -392977.093750 Penalty: 4015.265869
	Iteration 57Q: 3 clusters Score -392977.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -392977.093750 Penalty: 4015.265869
	Iteration 58F: 3 clusters Score -392977.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Entering Unmasked Estep 
Score: -1084427.500000 Penalty: 2258.310547
	Iteration 0F: 2 clusters Score -1084428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1077388.000000 Penalty: 4516.621094
	Iteration 0F: 3 clusters Score -1077388 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1079418.500000 Penalty: 4516.621094
	Iteration 1F: 3 clusters Score -1079418 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1079751.500000 Penalty: 4516.621094
	Iteration 2F: 3 clusters Score -1079752 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1079961.000000 Penalty: 4516.621094
	Iteration 3F: 3 clusters Score -1079961 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1080150.125000 Penalty: 4516.621094
	Iteration 4Q: 3 clusters Score -1080150 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1080276.500000 Penalty: 4516.621094
	Iteration 5Q: 3 clusters Score -1080276 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1080402.000000 Penalty: 4516.621094
	Iteration 6Q: 3 clusters Score -1080402 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1080535.375000 Penalty: 4516.621094
	Iteration 7Q: 3 clusters Score -1080535 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1080686.375000 Penalty: 4516.621094
	Iteration 8Q: 3 clusters Score -1080686 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1080887.000000 Penalty: 4516.621094
	Iteration 9Q: 3 clusters Score -1080887 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1081102.625000 Penalty: 4516.621094
	Iteration 10Q: 3 clusters Score -1081103 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1081305.250000 Penalty: 4516.621094
	Iteration 11Q: 3 clusters Score -1081305 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1081490.875000 Penalty: 4516.621094
	Iteration 12Q: 3 clusters Score -1081491 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1081677.375000 Penalty: 4516.621094
	Iteration 13Q: 3 clusters Score -1081677 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1081858.250000 Penalty: 4516.621094
	Iteration 14Q: 3 clusters Score -1081858 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1081983.125000 Penalty: 4516.621094
	Iteration 15Q: 3 clusters Score -1081983 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1082090.125000 Penalty: 4516.621094
	Iteration 16Q: 3 clusters Score -1082090 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1082174.125000 Penalty: 4516.621094
	Iteration 17Q: 3 clusters Score -1082174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1082239.500000 Penalty: 4516.621094
	Iteration 18Q: 3 clusters Score -1082240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1082282.125000 Penalty: 4516.621094
	Iteration 19Q: 3 clusters Score -1082282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1082325.250000 Penalty: 4516.621094
	Iteration 20F: 3 clusters Score -1082325 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1082353.500000 Penalty: 4516.621094
	Iteration 21Q: 3 clusters Score -1082354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1082376.875000 Penalty: 4516.621094
	Iteration 22Q: 3 clusters Score -1082377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1082388.125000 Penalty: 4516.621094
	Iteration 23Q: 3 clusters Score -1082388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1082398.375000 Penalty: 4516.621094
	Iteration 24Q: 3 clusters Score -1082398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1082407.000000 Penalty: 4516.621094
	Iteration 25Q: 3 clusters Score -1082407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1082413.125000 Penalty: 4516.621094
	Iteration 26Q: 3 clusters Score -1082413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1082419.875000 Penalty: 4516.621094
	Iteration 27Q: 3 clusters Score -1082420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1082425.625000 Penalty: 4516.621094
	Iteration 28Q: 3 clusters Score -1082426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1082432.500000 Penalty: 4516.621094
	Iteration 29Q: 3 clusters Score -1082432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1082438.625000 Penalty: 4516.621094
	Iteration 30Q: 3 clusters Score -1082439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1082448.250000 Penalty: 4516.621094
	Iteration 31Q: 3 clusters Score -1082448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1082449.250000 Penalty: 4516.621094
	Iteration 32Q: 3 clusters Score -1082449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1082455.500000 Penalty: 4516.621094
	Iteration 33Q: 3 clusters Score -1082456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1082459.375000 Penalty: 4516.621094
	Iteration 34Q: 3 clusters Score -1082459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1082465.875000 Penalty: 4516.621094
	Iteration 35Q: 3 clusters Score -1082466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1082470.625000 Penalty: 4516.621094
	Iteration 36Q: 3 clusters Score -1082471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1082473.875000 Penalty: 4516.621094
	Iteration 37Q: 3 clusters Score -1082474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1082476.500000 Penalty: 4516.621094
	Iteration 38Q: 3 clusters Score -1082476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1082477.375000 Penalty: 4516.621094
	Iteration 39Q: 3 clusters Score -1082477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1082479.000000 Penalty: 4516.621094
	Iteration 40F: 3 clusters Score -1082479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1082479.750000 Penalty: 4516.621094
	Iteration 41Q: 3 clusters Score -1082480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1082483.875000 Penalty: 4516.621094
	Iteration 42Q: 3 clusters Score -1082484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1082484.125000 Penalty: 4516.621094
	Iteration 43Q: 3 clusters Score -1082484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1082486.125000 Penalty: 4516.621094
	Iteration 44Q: 3 clusters Score -1082486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1082485.625000 Penalty: 4516.621094
	Iteration 45Q: 3 clusters Score -1082486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1082485.625000 Penalty: 4516.621094
	Iteration 46Q: 3 clusters Score -1082486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1082486.125000 Penalty: 4516.621094
	Iteration 47Q: 3 clusters Score -1082486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1082486.125000 Penalty: 4516.621094
	Iteration 48F: 3 clusters Score -1082486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Entering Unmasked Estep 
Score: -1974327.375000 Penalty: 2434.224365
	Iteration 0F: 2 clusters Score -1974327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1961243.125000 Penalty: 4868.448730
	Iteration 0F: 3 clusters Score -1961243 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1966082.000000 Penalty: 4868.448730
	Iteration 1F: 3 clusters Score -1966082 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1967137.875000 Penalty: 4868.448730
	Iteration 2F: 3 clusters Score -1967138 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1968435.375000 Penalty: 4868.448730
	Iteration 3F: 3 clusters Score -1968435 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1969609.375000 Penalty: 4868.448730
	Iteration 4F: 3 clusters Score -1969609 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1970494.375000 Penalty: 4868.448730
	Iteration 5F: 3 clusters Score -1970494 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1971111.000000 Penalty: 4868.448730
	Iteration 6F: 3 clusters Score -1971111 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1971547.375000 Penalty: 4868.448730
	Iteration 7Q: 3 clusters Score -1971547 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1971872.500000 Penalty: 4868.448730
	Iteration 8Q: 3 clusters Score -1971872 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1972101.875000 Penalty: 4868.448730
	Iteration 9Q: 3 clusters Score -1972102 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1972301.875000 Penalty: 4868.448730
	Iteration 10Q: 3 clusters Score -1972302 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1972448.000000 Penalty: 4868.448730
	Iteration 11Q: 3 clusters Score -1972448 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1972558.625000 Penalty: 4868.448730
	Iteration 12Q: 3 clusters Score -1972559 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1972636.000000 Penalty: 4868.448730
	Iteration 13Q: 3 clusters Score -1972636 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1972711.750000 Penalty: 4868.448730
	Iteration 14Q: 3 clusters Score -1972712 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1972767.000000 Penalty: 4868.448730
	Iteration 15Q: 3 clusters Score -1972767 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1972825.750000 Penalty: 4868.448730
	Iteration 16Q: 3 clusters Score -1972826 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1972871.500000 Penalty: 4868.448730
	Iteration 17Q: 3 clusters Score -1972872 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1972902.750000 Penalty: 4868.448730
	Iteration 18Q: 3 clusters Score -1972903 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1972937.625000 Penalty: 4868.448730
	Iteration 19Q: 3 clusters Score -1972938 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1972957.875000 Penalty: 4868.448730
	Iteration 20F: 3 clusters Score -1972958 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1972980.375000 Penalty: 4868.448730
	Iteration 21Q: 3 clusters Score -1972980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1972997.625000 Penalty: 4868.448730
	Iteration 22Q: 3 clusters Score -1972998 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1973023.000000 Penalty: 4868.448730
	Iteration 23Q: 3 clusters Score -1973023 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1973045.000000 Penalty: 4868.448730
	Iteration 24Q: 3 clusters Score -1973045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1973078.000000 Penalty: 4868.448730
	Iteration 25Q: 3 clusters Score -1973078 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1973105.500000 Penalty: 4868.448730
	Iteration 26Q: 3 clusters Score -1973106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1973127.125000 Penalty: 4868.448730
	Iteration 27Q: 3 clusters Score -1973127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1973150.375000 Penalty: 4868.448730
	Iteration 28Q: 3 clusters Score -1973150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1973173.750000 Penalty: 4868.448730
	Iteration 29Q: 3 clusters Score -1973174 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1973203.250000 Penalty: 4868.448730
	Iteration 30Q: 3 clusters Score -1973203 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1973225.500000 Penalty: 4868.448730
	Iteration 31Q: 3 clusters Score -1973226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1973249.750000 Penalty: 4868.448730
	Iteration 32Q: 3 clusters Score -1973250 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -1973273.250000 Penalty: 4868.448730
	Iteration 33Q: 3 clusters Score -1973273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1973289.000000 Penalty: 4868.448730
	Iteration 34Q: 3 clusters Score -1973289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1973302.500000 Penalty: 4868.448730
	Iteration 35Q: 3 clusters Score -1973302 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1973319.875000 Penalty: 4868.448730
	Iteration 36Q: 3 clusters Score -1973320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1973332.000000 Penalty: 4868.448730
	Iteration 37Q: 3 clusters Score -1973332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -1973354.000000 Penalty: 4868.448730
	Iteration 38Q: 3 clusters Score -1973354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1973362.000000 Penalty: 4868.448730
	Iteration 39Q: 3 clusters Score -1973362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1973372.125000 Penalty: 4868.448730
	Iteration 40F: 3 clusters Score -1973372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1973386.250000 Penalty: 4868.448730
	Iteration 41Q: 3 clusters Score -1973386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1973402.375000 Penalty: 4868.448730
	Iteration 42Q: 3 clusters Score -1973402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1973421.125000 Penalty: 4868.448730
	Iteration 43Q: 3 clusters Score -1973421 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1973451.125000 Penalty: 4868.448730
	Iteration 44Q: 3 clusters Score -1973451 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1973475.000000 Penalty: 4868.448730
	Iteration 45Q: 3 clusters Score -1973475 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1973502.625000 Penalty: 4868.448730
	Iteration 46Q: 3 clusters Score -1973503 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1973528.125000 Penalty: 4868.448730
	Iteration 47Q: 3 clusters Score -1973528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1973550.875000 Penalty: 4868.448730
	Iteration 48Q: 3 clusters Score -1973551 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1973574.500000 Penalty: 4868.448730
	Iteration 49Q: 3 clusters Score -1973574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1973591.125000 Penalty: 4868.448730
	Iteration 50Q: 3 clusters Score -1973591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1973604.125000 Penalty: 4868.448730
	Iteration 51Q: 3 clusters Score -1973604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1973611.375000 Penalty: 4868.448730
	Iteration 52Q: 3 clusters Score -1973611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1973621.000000 Penalty: 4868.448730
	Iteration 53Q: 3 clusters Score -1973621 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1973626.875000 Penalty: 4868.448730
	Iteration 54Q: 3 clusters Score -1973627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1973636.625000 Penalty: 4868.448730
	Iteration 55Q: 3 clusters Score -1973637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1973644.750000 Penalty: 4868.448730
	Iteration 56Q: 3 clusters Score -1973645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1973649.000000 Penalty: 4868.448730
	Iteration 57Q: 3 clusters Score -1973649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1973662.000000 Penalty: 4868.448730
	Iteration 58Q: 3 clusters Score -1973662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1973666.500000 Penalty: 4868.448730
	Iteration 59Q: 3 clusters Score -1973666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -1973672.375000 Penalty: 4868.448730
	Iteration 60F: 3 clusters Score -1973672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1973670.500000 Penalty: 4868.448730
	Iteration 61Q: 3 clusters Score -1973670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1973685.875000 Penalty: 4868.448730
	Iteration 62Q: 3 clusters Score -1973686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1973688.125000 Penalty: 4868.448730
	Iteration 63Q: 3 clusters Score -1973688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1973697.750000 Penalty: 4868.448730
	Iteration 64Q: 3 clusters Score -1973698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -1973706.875000 Penalty: 4868.448730
	Iteration 65Q: 3 clusters Score -1973707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1973713.750000 Penalty: 4868.448730
	Iteration 66Q: 3 clusters Score -1973714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1973715.875000 Penalty: 4868.448730
	Iteration 67Q: 3 clusters Score -1973716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1973721.000000 Penalty: 4868.448730
	Iteration 68Q: 3 clusters Score -1973721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1973723.250000 Penalty: 4868.448730
	Iteration 69Q: 3 clusters Score -1973723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1973725.750000 Penalty: 4868.448730
	Iteration 70Q: 3 clusters Score -1973726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1973728.375000 Penalty: 4868.448730
	Iteration 71Q: 3 clusters Score -1973728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1973731.625000 Penalty: 4868.448730
	Iteration 72Q: 3 clusters Score -1973732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1973733.375000 Penalty: 4868.448730
	Iteration 73Q: 3 clusters Score -1973733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1973731.875000 Penalty: 4868.448730
	Iteration 74Q: 3 clusters Score -1973732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1973738.875000 Penalty: 4868.448730
	Iteration 75Q: 3 clusters Score -1973739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1973738.125000 Penalty: 4868.448730
	Iteration 76Q: 3 clusters Score -1973738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1973737.000000 Penalty: 4868.448730
	Iteration 77Q: 3 clusters Score -1973737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1973737.000000 Penalty: 4868.448730
	Iteration 78F: 3 clusters Score -1973737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Entering Unmasked Estep 
Score: -3785135.750000 Penalty: 2588.926758
	Iteration 0F: 2 clusters Score -3785136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3761862.750000 Penalty: 5177.853516
	Iteration 0F: 3 clusters Score -3761863 nChanged 15573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -3770627.500000 Penalty: 5177.853516
	Iteration 1F: 3 clusters Score -3770628 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3771445.750000 Penalty: 5177.853516
	Iteration 2F: 3 clusters Score -3771446 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3772395.500000 Penalty: 5177.853516
	Iteration 3F: 3 clusters Score -3772396 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -3773447.250000 Penalty: 5177.853516
	Iteration 4F: 3 clusters Score -3773447 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -3774670.500000 Penalty: 5177.853516
	Iteration 5F: 3 clusters Score -3774670 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -3776003.250000 Penalty: 5177.853516
	Iteration 6F: 3 clusters Score -3776003 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3777289.000000 Penalty: 5177.853516
	Iteration 7F: 3 clusters Score -3777289 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -3778236.000000 Penalty: 5177.853516
	Iteration 8F: 3 clusters Score -3778236 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3778839.250000 Penalty: 5177.853516
	Iteration 9Q: 3 clusters Score -3778839 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -3779178.500000 Penalty: 5177.853516
	Iteration 10Q: 3 clusters Score -3779178 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3779379.000000 Penalty: 5177.853516
	Iteration 11Q: 3 clusters Score -3779379 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3779505.500000 Penalty: 5177.853516
	Iteration 12Q: 3 clusters Score -3779506 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3779618.500000 Penalty: 5177.853516
	Iteration 13Q: 3 clusters Score -3779618 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3779689.000000 Penalty: 5177.853516
	Iteration 14Q: 3 clusters Score -3779689 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3779726.500000 Penalty: 5177.853516
	Iteration 15Q: 3 clusters Score -3779726 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3779763.000000 Penalty: 5177.853516
	Iteration 16Q: 3 clusters Score -3779763 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3779823.750000 Penalty: 5177.853516
	Iteration 17Q: 3 clusters Score -3779824 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3779854.000000 Penalty: 5177.853516
	Iteration 18Q: 3 clusters Score -3779854 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3779883.000000 Penalty: 5177.853516
	Iteration 19Q: 3 clusters Score -3779883 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3779932.500000 Penalty: 5177.853516
	Iteration 20F: 3 clusters Score -3779932 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3779969.250000 Penalty: 5177.853516
	Iteration 21Q: 3 clusters Score -3779969 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3779987.750000 Penalty: 5177.853516
	Iteration 22Q: 3 clusters Score -3779988 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3780009.250000 Penalty: 5177.853516
	Iteration 23Q: 3 clusters Score -3780009 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3780038.250000 Penalty: 5177.853516
	Iteration 24Q: 3 clusters Score -3780038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3780061.000000 Penalty: 5177.853516
	Iteration 25Q: 3 clusters Score -3780061 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3780094.750000 Penalty: 5177.853516
	Iteration 26Q: 3 clusters Score -3780095 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3780121.750000 Penalty: 5177.853516
	Iteration 27Q: 3 clusters Score -3780122 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3780132.250000 Penalty: 5177.853516
	Iteration 28Q: 3 clusters Score -3780132 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3780164.750000 Penalty: 5177.853516
	Iteration 29Q: 3 clusters Score -3780165 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3780167.500000 Penalty: 5177.853516
	Iteration 30Q: 3 clusters Score -3780168 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3780185.500000 Penalty: 5177.853516
	Iteration 31Q: 3 clusters Score -3780186 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3780217.000000 Penalty: 5177.853516
	Iteration 32Q: 3 clusters Score -3780217 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3780227.750000 Penalty: 5177.853516
	Iteration 33Q: 3 clusters Score -3780228 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3780234.750000 Penalty: 5177.853516
	Iteration 34Q: 3 clusters Score -3780235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3780238.750000 Penalty: 5177.853516
	Iteration 35Q: 3 clusters Score -3780239 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3780249.250000 Penalty: 5177.853516
	Iteration 36Q: 3 clusters Score -3780249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3780255.000000 Penalty: 5177.853516
	Iteration 37Q: 3 clusters Score -3780255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3780269.750000 Penalty: 5177.853516
	Iteration 38Q: 3 clusters Score -3780270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3780274.250000 Penalty: 5177.853516
	Iteration 39Q: 3 clusters Score -3780274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3780272.500000 Penalty: 5177.853516
	Iteration 40F: 3 clusters Score -3780272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -3780282.250000 Penalty: 5177.853516
	Iteration 41Q: 3 clusters Score -3780282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3780284.750000 Penalty: 5177.853516
	Iteration 42Q: 3 clusters Score -3780285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3780286.250000 Penalty: 5177.853516
	Iteration 43Q: 3 clusters Score -3780286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3780295.750000 Penalty: 5177.853516
	Iteration 44Q: 3 clusters Score -3780296 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3780304.750000 Penalty: 5177.853516
	Iteration 45Q: 3 clusters Score -3780305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3780295.250000 Penalty: 5177.853516
	Iteration 46Q: 3 clusters Score -3780295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3780299.000000 Penalty: 5177.853516
	Iteration 47Q: 3 clusters Score -3780299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3780306.000000 Penalty: 5177.853516
	Iteration 48Q: 3 clusters Score -3780306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3780313.250000 Penalty: 5177.853516
	Iteration 49Q: 3 clusters Score -3780313 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3780305.250000 Penalty: 5177.853516
	Iteration 50Q: 3 clusters Score -3780305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3780315.750000 Penalty: 5177.853516
	Iteration 51Q: 3 clusters Score -3780316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3780320.000000 Penalty: 5177.853516
	Iteration 52Q: 3 clusters Score -3780320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3780331.500000 Penalty: 5177.853516
	Iteration 53Q: 3 clusters Score -3780332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3780339.750000 Penalty: 5177.853516
	Iteration 54Q: 3 clusters Score -3780340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3780348.000000 Penalty: 5177.853516
	Iteration 55Q: 3 clusters Score -3780348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3780347.250000 Penalty: 5177.853516
	Iteration 56Q: 3 clusters Score -3780347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3780357.250000 Penalty: 5177.853516
	Iteration 57Q: 3 clusters Score -3780357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3780359.500000 Penalty: 5177.853516
	Iteration 58Q: 3 clusters Score -3780360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -3780356.500000 Penalty: 5177.853516
	Iteration 59Q: 3 clusters Score -3780356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3780353.750000 Penalty: 5177.853516
	Iteration 60F: 3 clusters Score -3780354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -3780366.000000 Penalty: 5177.853516
	Iteration 61Q: 3 clusters Score -3780366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3780356.750000 Penalty: 5177.853516
	Iteration 62Q: 3 clusters Score -3780357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3780356.750000 Penalty: 5177.853516
	Iteration 63Q: 3 clusters Score -3780357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3780353.750000 Penalty: 5177.853516
	Iteration 64Q: 3 clusters Score -3780354 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3780375.000000 Penalty: 5177.853516
	Iteration 65Q: 3 clusters Score -3780375 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3780374.250000 Penalty: 5177.853516
	Iteration 66Q: 3 clusters Score -3780374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3780376.500000 Penalty: 5177.853516
	Iteration 67Q: 3 clusters Score -3780376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -3780384.750000 Penalty: 5177.853516
	Iteration 68Q: 3 clusters Score -3780385 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3780396.750000 Penalty: 5177.853516
	Iteration 69Q: 3 clusters Score -3780397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3780402.000000 Penalty: 5177.853516
	Iteration 70Q: 3 clusters Score -3780402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -3780397.250000 Penalty: 5177.853516
	Iteration 71Q: 3 clusters Score -3780397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3780398.750000 Penalty: 5177.853516
	Iteration 72Q: 3 clusters Score -3780399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3780411.750000 Penalty: 5177.853516
	Iteration 73Q: 3 clusters Score -3780412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3780412.000000 Penalty: 5177.853516
	Iteration 74Q: 3 clusters Score -3780412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3780410.750000 Penalty: 5177.853516
	Iteration 75Q: 3 clusters Score -3780411 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3780421.250000 Penalty: 5177.853516
	Iteration 76Q: 3 clusters Score -3780421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3780425.750000 Penalty: 5177.853516
	Iteration 77Q: 3 clusters Score -3780426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3780422.250000 Penalty: 5177.853516
	Iteration 78Q: 3 clusters Score -3780422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3780426.000000 Penalty: 5177.853516
	Iteration 79Q: 3 clusters Score -3780426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3780423.500000 Penalty: 5177.853516
	Iteration 80F: 3 clusters Score -3780424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3780433.750000 Penalty: 5177.853516
	Iteration 81Q: 3 clusters Score -3780434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3780446.000000 Penalty: 5177.853516
	Iteration 82Q: 3 clusters Score -3780446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3780444.000000 Penalty: 5177.853516
	Iteration 83Q: 3 clusters Score -3780444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3780453.500000 Penalty: 5177.853516
	Iteration 84Q: 3 clusters Score -3780454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3780469.500000 Penalty: 5177.853516
	Iteration 85Q: 3 clusters Score -3780470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3780477.000000 Penalty: 5177.853516
	Iteration 86Q: 3 clusters Score -3780477 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3780486.000000 Penalty: 5177.853516
	Iteration 87Q: 3 clusters Score -3780486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -3780498.500000 Penalty: 5177.853516
	Iteration 88Q: 3 clusters Score -3780498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3780517.500000 Penalty: 5177.853516
	Iteration 89Q: 3 clusters Score -3780518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3780515.000000 Penalty: 5177.853516
	Iteration 90Q: 3 clusters Score -3780515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3780515.500000 Penalty: 5177.853516
	Iteration 91Q: 3 clusters Score -3780516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3780523.500000 Penalty: 5177.853516
	Iteration 92Q: 3 clusters Score -3780524 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3780531.000000 Penalty: 5177.853516
	Iteration 93Q: 3 clusters Score -3780531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3780543.500000 Penalty: 5177.853516
	Iteration 94Q: 3 clusters Score -3780544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3780550.500000 Penalty: 5177.853516
	Iteration 95Q: 3 clusters Score -3780550 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3780559.750000 Penalty: 5177.853516
	Iteration 96Q: 3 clusters Score -3780560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3780575.000000 Penalty: 5177.853516
	Iteration 97Q: 3 clusters Score -3780575 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3780590.750000 Penalty: 5177.853516
	Iteration 98Q: 3 clusters Score -3780591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3780595.000000 Penalty: 5177.853516
	Iteration 99Q: 3 clusters Score -3780595 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3780605.500000 Penalty: 5177.853516
	Iteration 100F: 3 clusters Score -3780606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3780631.750000 Penalty: 5177.853516
	Iteration 101Q: 3 clusters Score -3780632 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3780643.250000 Penalty: 5177.853516
	Iteration 102Q: 3 clusters Score -3780643 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3780675.750000 Penalty: 5177.853516
	Iteration 103Q: 3 clusters Score -3780676 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3780681.250000 Penalty: 5177.853516
	Iteration 104Q: 3 clusters Score -3780681 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3780693.750000 Penalty: 5177.853516
	Iteration 105Q: 3 clusters Score -3780694 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3780731.000000 Penalty: 5177.853516
	Iteration 106Q: 3 clusters Score -3780731 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3780751.500000 Penalty: 5177.853516
	Iteration 107Q: 3 clusters Score -3780752 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3780771.250000 Penalty: 5177.853516
	Iteration 108Q: 3 clusters Score -3780771 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3780793.500000 Penalty: 5177.853516
	Iteration 109Q: 3 clusters Score -3780794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3780818.500000 Penalty: 5177.853516
	Iteration 110Q: 3 clusters Score -3780818 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3780859.000000 Penalty: 5177.853516
	Iteration 111Q: 3 clusters Score -3780859 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3780883.500000 Penalty: 5177.853516
	Iteration 112Q: 3 clusters Score -3780884 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3780915.250000 Penalty: 5177.853516
	Iteration 113Q: 3 clusters Score -3780915 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3780963.750000 Penalty: 5177.853516
	Iteration 114Q: 3 clusters Score -3780964 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3781004.750000 Penalty: 5177.853516
	Iteration 115Q: 3 clusters Score -3781005 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3781044.000000 Penalty: 5177.853516
	Iteration 116Q: 3 clusters Score -3781044 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3781097.250000 Penalty: 5177.853516
	Iteration 117Q: 3 clusters Score -3781097 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3781131.750000 Penalty: 5177.853516
	Iteration 118Q: 3 clusters Score -3781132 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3781199.750000 Penalty: 5177.853516
	Iteration 119Q: 3 clusters Score -3781200 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3781260.750000 Penalty: 5177.853516
	Iteration 120F: 3 clusters Score -3781261 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3781319.000000 Penalty: 5177.853516
	Iteration 121Q: 3 clusters Score -3781319 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -3781386.750000 Penalty: 5177.853516
	Iteration 122Q: 3 clusters Score -3781387 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3781463.500000 Penalty: 5177.853516
	Iteration 123Q: 3 clusters Score -3781464 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -3781545.750000 Penalty: 5177.853516
	Iteration 124Q: 3 clusters Score -3781546 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -3781648.000000 Penalty: 5177.853516
	Iteration 125Q: 3 clusters Score -3781648 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3781775.250000 Penalty: 5177.853516
	Iteration 126Q: 3 clusters Score -3781775 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3781901.500000 Penalty: 5177.853516
	Iteration 127Q: 3 clusters Score -3781902 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3782025.000000 Penalty: 5177.853516
	Iteration 128Q: 3 clusters Score -3782025 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3782149.500000 Penalty: 5177.853516
	Iteration 129Q: 3 clusters Score -3782150 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3782276.750000 Penalty: 5177.853516
	Iteration 130Q: 3 clusters Score -3782277 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3782376.500000 Penalty: 5177.853516
	Iteration 131Q: 3 clusters Score -3782376 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -3782460.000000 Penalty: 5177.853516
	Iteration 132Q: 3 clusters Score -3782460 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3782537.750000 Penalty: 5177.853516
	Iteration 133Q: 3 clusters Score -3782538 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3782635.000000 Penalty: 5177.853516
	Iteration 134Q: 3 clusters Score -3782635 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3782737.500000 Penalty: 5177.853516
	Iteration 135Q: 3 clusters Score -3782738 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3782856.500000 Penalty: 5177.853516
	Iteration 136Q: 3 clusters Score -3782856 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3782928.250000 Penalty: 5177.853516
	Iteration 137Q: 3 clusters Score -3782928 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3782996.250000 Penalty: 5177.853516
	Iteration 138Q: 3 clusters Score -3782996 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3783061.750000 Penalty: 5177.853516
	Iteration 139Q: 3 clusters Score -3783062 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3783117.000000 Penalty: 5177.853516
	Iteration 140F: 3 clusters Score -3783117 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3783157.000000 Penalty: 5177.853516
	Iteration 141Q: 3 clusters Score -3783157 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3783205.500000 Penalty: 5177.853516
	Iteration 142Q: 3 clusters Score -3783206 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3783222.250000 Penalty: 5177.853516
	Iteration 143Q: 3 clusters Score -3783222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3783255.250000 Penalty: 5177.853516
	Iteration 144Q: 3 clusters Score -3783255 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3783274.250000 Penalty: 5177.853516
	Iteration 145Q: 3 clusters Score -3783274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3783302.000000 Penalty: 5177.853516
	Iteration 146Q: 3 clusters Score -3783302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3783310.000000 Penalty: 5177.853516
	Iteration 147Q: 3 clusters Score -3783310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3783327.000000 Penalty: 5177.853516
	Iteration 148Q: 3 clusters Score -3783327 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3783354.250000 Penalty: 5177.853516
	Iteration 149Q: 3 clusters Score -3783354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3783361.000000 Penalty: 5177.853516
	Iteration 150Q: 3 clusters Score -3783361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3783367.500000 Penalty: 5177.853516
	Iteration 151Q: 3 clusters Score -3783368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3783381.750000 Penalty: 5177.853516
	Iteration 152Q: 3 clusters Score -3783382 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3783389.000000 Penalty: 5177.853516
	Iteration 153Q: 3 clusters Score -3783389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -3783402.500000 Penalty: 5177.853516
	Iteration 154Q: 3 clusters Score -3783402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3783410.000000 Penalty: 5177.853516
	Iteration 155Q: 3 clusters Score -3783410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3783427.250000 Penalty: 5177.853516
	Iteration 156Q: 3 clusters Score -3783427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3783442.000000 Penalty: 5177.853516
	Iteration 157Q: 3 clusters Score -3783442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3783442.000000 Penalty: 5177.853516
	Iteration 158Q: 3 clusters Score -3783442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3783447.250000 Penalty: 5177.853516
	Iteration 159Q: 3 clusters Score -3783447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3783438.000000 Penalty: 5177.853516
	Iteration 160F: 3 clusters Score -3783438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3783444.000000 Penalty: 5177.853516
	Iteration 161Q: 3 clusters Score -3783444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3783458.750000 Penalty: 5177.853516
	Iteration 162Q: 3 clusters Score -3783459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3783462.000000 Penalty: 5177.853516
	Iteration 163Q: 3 clusters Score -3783462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3783463.750000 Penalty: 5177.853516
	Iteration 164Q: 3 clusters Score -3783464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3783464.750000 Penalty: 5177.853516
	Iteration 165Q: 3 clusters Score -3783465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3783472.000000 Penalty: 5177.853516
	Iteration 166Q: 3 clusters Score -3783472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3783474.000000 Penalty: 5177.853516
	Iteration 167Q: 3 clusters Score -3783474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3783474.500000 Penalty: 5177.853516
	Iteration 168Q: 3 clusters Score -3783474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3783480.000000 Penalty: 5177.853516
	Iteration 169Q: 3 clusters Score -3783480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3783483.000000 Penalty: 5177.853516
	Iteration 170Q: 3 clusters Score -3783483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3783478.000000 Penalty: 5177.853516
	Iteration 171Q: 3 clusters Score -3783478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3783479.750000 Penalty: 5177.853516
	Iteration 172Q: 3 clusters Score -3783480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3783485.500000 Penalty: 5177.853516
	Iteration 173Q: 3 clusters Score -3783486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3783484.500000 Penalty: 5177.853516
	Iteration 174Q: 3 clusters Score -3783484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3783489.000000 Penalty: 5177.853516
	Iteration 175Q: 3 clusters Score -3783489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3783489.250000 Penalty: 5177.853516
	Iteration 176Q: 3 clusters Score -3783489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3783490.500000 Penalty: 5177.853516
	Iteration 177Q: 3 clusters Score -3783490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3783493.750000 Penalty: 5177.853516
	Iteration 178Q: 3 clusters Score -3783494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3783490.250000 Penalty: 5177.853516
	Iteration 179Q: 3 clusters Score -3783490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3783488.750000 Penalty: 5177.853516
	Iteration 180F: 3 clusters Score -3783489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3783492.250000 Penalty: 5177.853516
	Iteration 181Q: 3 clusters Score -3783492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3783495.250000 Penalty: 5177.853516
	Iteration 182Q: 3 clusters Score -3783495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3783493.750000 Penalty: 5177.853516
	Iteration 183Q: 3 clusters Score -3783494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3783493.250000 Penalty: 5177.853516
	Iteration 184Q: 3 clusters Score -3783493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3783489.750000 Penalty: 5177.853516
	Iteration 185Q: 3 clusters Score -3783490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3783490.250000 Penalty: 5177.853516
	Iteration 186Q: 3 clusters Score -3783490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3783490.500000 Penalty: 5177.853516
	Iteration 187Q: 3 clusters Score -3783490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3783490.500000 Penalty: 5177.853516
	Iteration 188F: 3 clusters Score -3783490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Entering Unmasked Estep 
Score: -1565984.125000 Penalty: 2352.019287
	Iteration 0F: 2 clusters Score -1565984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1556324.000000 Penalty: 4704.038574
	Iteration 0F: 3 clusters Score -1556324 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1559350.000000 Penalty: 4704.038574
	Iteration 1F: 3 clusters Score -1559350 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1559846.375000 Penalty: 4704.038574
	Iteration 2F: 3 clusters Score -1559846 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1560294.625000 Penalty: 4704.038574
	Iteration 3F: 3 clusters Score -1560295 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1560696.500000 Penalty: 4704.038574
	Iteration 4F: 3 clusters Score -1560696 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1561097.000000 Penalty: 4704.038574
	Iteration 5F: 3 clusters Score -1561097 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1561498.375000 Penalty: 4704.038574
	Iteration 6F: 3 clusters Score -1561498 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1561934.625000 Penalty: 4704.038574
	Iteration 7Q: 3 clusters Score -1561935 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1562444.000000 Penalty: 4704.038574
	Iteration 8Q: 3 clusters Score -1562444 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1562990.250000 Penalty: 4704.038574
	Iteration 9Q: 3 clusters Score -1562990 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1563475.750000 Penalty: 4704.038574
	Iteration 10Q: 3 clusters Score -1563476 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1563800.625000 Penalty: 4704.038574
	Iteration 11Q: 3 clusters Score -1563801 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1564014.625000 Penalty: 4704.038574
	Iteration 12Q: 3 clusters Score -1564015 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1564160.500000 Penalty: 4704.038574
	Iteration 13Q: 3 clusters Score -1564160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1564264.625000 Penalty: 4704.038574
	Iteration 14Q: 3 clusters Score -1564265 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1564354.625000 Penalty: 4704.038574
	Iteration 15Q: 3 clusters Score -1564355 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1564403.375000 Penalty: 4704.038574
	Iteration 16Q: 3 clusters Score -1564403 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1564451.000000 Penalty: 4704.038574
	Iteration 17Q: 3 clusters Score -1564451 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1564485.875000 Penalty: 4704.038574
	Iteration 18Q: 3 clusters Score -1564486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1564514.000000 Penalty: 4704.038574
	Iteration 19Q: 3 clusters Score -1564514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1564533.625000 Penalty: 4704.038574
	Iteration 20F: 3 clusters Score -1564534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1564544.000000 Penalty: 4704.038574
	Iteration 21Q: 3 clusters Score -1564544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1564548.000000 Penalty: 4704.038574
	Iteration 22Q: 3 clusters Score -1564548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1564549.375000 Penalty: 4704.038574
	Iteration 23Q: 3 clusters Score -1564549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1564559.250000 Penalty: 4704.038574
	Iteration 24Q: 3 clusters Score -1564559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1564567.625000 Penalty: 4704.038574
	Iteration 25Q: 3 clusters Score -1564568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1564577.875000 Penalty: 4704.038574
	Iteration 26Q: 3 clusters Score -1564578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1564586.500000 Penalty: 4704.038574
	Iteration 27Q: 3 clusters Score -1564586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1564595.500000 Penalty: 4704.038574
	Iteration 28Q: 3 clusters Score -1564596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1564597.500000 Penalty: 4704.038574
	Iteration 29Q: 3 clusters Score -1564598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1564601.500000 Penalty: 4704.038574
	Iteration 30Q: 3 clusters Score -1564602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1564600.250000 Penalty: 4704.038574
	Iteration 31Q: 3 clusters Score -1564600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1564603.125000 Penalty: 4704.038574
	Iteration 32Q: 3 clusters Score -1564603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1564604.375000 Penalty: 4704.038574
	Iteration 33Q: 3 clusters Score -1564604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1564609.000000 Penalty: 4704.038574
	Iteration 34Q: 3 clusters Score -1564609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1564607.875000 Penalty: 4704.038574
	Iteration 35Q: 3 clusters Score -1564608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1564614.000000 Penalty: 4704.038574
	Iteration 36Q: 3 clusters Score -1564614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1564617.875000 Penalty: 4704.038574
	Iteration 37Q: 3 clusters Score -1564618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1564617.125000 Penalty: 4704.038574
	Iteration 38Q: 3 clusters Score -1564617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1564618.375000 Penalty: 4704.038574
	Iteration 39Q: 3 clusters Score -1564618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1564620.000000 Penalty: 4704.038574
	Iteration 40F: 3 clusters Score -1564620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1564621.500000 Penalty: 4704.038574
	Iteration 41Q: 3 clusters Score -1564622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1564622.500000 Penalty: 4704.038574
	Iteration 42Q: 3 clusters Score -1564622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1564622.500000 Penalty: 4704.038574
	Iteration 43F: 3 clusters Score -1564622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -72437.398438 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -72437.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70746.960938 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -70746.96 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71057.609375 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -71057.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -71152.437500 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -71152.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71218.187500 Penalty: 3278.237305
	Iteration 3Q: 3 clusters Score -71218.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71269.484375 Penalty: 3278.237305
	Iteration 4Q: 3 clusters Score -71269.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71330.835938 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -71330.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71354.992188 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -71354.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71377.367188 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -71377.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71395.820312 Penalty: 3278.237305
	Iteration 8Q: 3 clusters Score -71395.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71409.398438 Penalty: 3278.237305
	Iteration 9Q: 3 clusters Score -71409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71418.625000 Penalty: 3278.237305
	Iteration 10Q: 3 clusters Score -71418.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71424.781250 Penalty: 3278.237305
	Iteration 11Q: 3 clusters Score -71424.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71431.914062 Penalty: 3278.237305
	Iteration 12Q: 3 clusters Score -71431.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -71433.296875 Penalty: 3278.237305
	Iteration 13Q: 3 clusters Score -71433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71435.140625 Penalty: 3278.237305
	Iteration 14Q: 3 clusters Score -71435.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71435.140625 Penalty: 3278.237305
	Iteration 15F: 3 clusters Score -71435.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -322867.156250 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -322867.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -319831.406250 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -319831.4 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -320412.250000 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -320412.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -320542.781250 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -320542.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -320625.000000 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -320625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -320671.656250 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -320671.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -320713.656250 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -320713.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -320756.187500 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -320756.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -320788.218750 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -320788.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -320815.625000 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -320815.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -320840.000000 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -320840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -320869.250000 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -320869.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -320894.937500 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -320894.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -320933.812500 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -320933.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -320988.531250 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -320988.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -321071.406250 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -321071.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -321184.593750 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -321184.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -321326.437500 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -321326.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -321505.687500 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -321505.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -321696.468750 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -321696.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -321833.343750 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -321833.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -321952.312500 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -321952.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -322085.312500 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -322085.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -322353.875000 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -322353.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -322760.093750 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -322760.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -322974.750000 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -322974.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -323114.968750 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -323115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -323232.093750 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -323232.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -323333.093750 Penalty: 3927.639893
	Iteration 27Q: 3 clusters Score -323333.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -323403.750000 Penalty: 3927.639893
	Iteration 28Q: 3 clusters Score -323403.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -323431.937500 Penalty: 3927.639893
	Iteration 29Q: 3 clusters Score -323431.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -323443.218750 Penalty: 3927.639893
	Iteration 30Q: 3 clusters Score -323443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -323444.687500 Penalty: 3927.639893
	Iteration 31Q: 3 clusters Score -323444.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -323444.687500 Penalty: 3927.639893
	Iteration 32F: 3 clusters Score -323444.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24020 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7499 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18314 members 
Mstep: Class 19 contains 34174 members 
Mstep: Class 20 contains 13147 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 1474 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9871 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13325 members 
Mstep: Class 37 contains 1274 members 
Entering Unmasked Estep 
Score: -35710408.000000 Penalty: 116350.539062
Splitting cluster 22 changes total score from -35711068.000000 to -35710408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -864329.812500 Penalty: 2196.981201
	Iteration 0F: 2 clusters Score -864329.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -858512.937500 Penalty: 4393.962402
	Iteration 0F: 3 clusters Score -858512.9 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -859945.312500 Penalty: 4393.962402
	Iteration 1F: 3 clusters Score -859945.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -860187.312500 Penalty: 4393.962402
	Iteration 2F: 3 clusters Score -860187.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -860374.625000 Penalty: 4393.962402
	Iteration 3F: 3 clusters Score -860374.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -860480.687500 Penalty: 4393.962402
	Iteration 4Q: 3 clusters Score -860480.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -860568.250000 Penalty: 4393.962402
	Iteration 5Q: 3 clusters Score -860568.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -860649.812500 Penalty: 4393.962402
	Iteration 6Q: 3 clusters Score -860649.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -860741.375000 Penalty: 4393.962402
	Iteration 7Q: 3 clusters Score -860741.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -860834.687500 Penalty: 4393.962402
	Iteration 8Q: 3 clusters Score -860834.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -860926.750000 Penalty: 4393.962402
	Iteration 9Q: 3 clusters Score -860926.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -861030.312500 Penalty: 4393.962402
	Iteration 10Q: 3 clusters Score -861030.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -861148.000000 Penalty: 4393.962402
	Iteration 11Q: 3 clusters Score -861148 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -861265.437500 Penalty: 4393.962402
	Iteration 12Q: 3 clusters Score -861265.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -861381.687500 Penalty: 4393.962402
	Iteration 13Q: 3 clusters Score -861381.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -861492.437500 Penalty: 4393.962402
	Iteration 14Q: 3 clusters Score -861492.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -861597.187500 Penalty: 4393.962402
	Iteration 15Q: 3 clusters Score -861597.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -861683.437500 Penalty: 4393.962402
	Iteration 16Q: 3 clusters Score -861683.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -861786.000000 Penalty: 4393.962402
	Iteration 17Q: 3 clusters Score -861786 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -861887.187500 Penalty: 4393.962402
	Iteration 18Q: 3 clusters Score -861887.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -861977.437500 Penalty: 4393.962402
	Iteration 19Q: 3 clusters Score -861977.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -862048.875000 Penalty: 4393.962402
	Iteration 20F: 3 clusters Score -862048.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -862108.500000 Penalty: 4393.962402
	Iteration 21Q: 3 clusters Score -862108.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -862154.687500 Penalty: 4393.962402
	Iteration 22Q: 3 clusters Score -862154.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -862194.187500 Penalty: 4393.962402
	Iteration 23Q: 3 clusters Score -862194.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -862220.500000 Penalty: 4393.962402
	Iteration 24Q: 3 clusters Score -862220.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -862246.687500 Penalty: 4393.962402
	Iteration 25Q: 3 clusters Score -862246.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -862265.625000 Penalty: 4393.962402
	Iteration 26Q: 3 clusters Score -862265.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -862281.687500 Penalty: 4393.962402
	Iteration 27Q: 3 clusters Score -862281.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -862293.500000 Penalty: 4393.962402
	Iteration 28Q: 3 clusters Score -862293.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -862309.562500 Penalty: 4393.962402
	Iteration 29Q: 3 clusters Score -862309.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -862321.625000 Penalty: 4393.962402
	Iteration 30Q: 3 clusters Score -862321.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -862333.187500 Penalty: 4393.962402
	Iteration 31Q: 3 clusters Score -862333.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -862348.312500 Penalty: 4393.962402
	Iteration 32Q: 3 clusters Score -862348.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -862356.750000 Penalty: 4393.962402
	Iteration 33Q: 3 clusters Score -862356.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -862367.500000 Penalty: 4393.962402
	Iteration 34Q: 3 clusters Score -862367.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -862375.750000 Penalty: 4393.962402
	Iteration 35Q: 3 clusters Score -862375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -862378.437500 Penalty: 4393.962402
	Iteration 36Q: 3 clusters Score -862378.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -862382.625000 Penalty: 4393.962402
	Iteration 37Q: 3 clusters Score -862382.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -862385.812500 Penalty: 4393.962402
	Iteration 38Q: 3 clusters Score -862385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -862390.187500 Penalty: 4393.962402
	Iteration 39Q: 3 clusters Score -862390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -862388.187500 Penalty: 4393.962402
	Iteration 40F: 3 clusters Score -862388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -862391.125000 Penalty: 4393.962402
	Iteration 41Q: 3 clusters Score -862391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -862391.312500 Penalty: 4393.962402
	Iteration 42Q: 3 clusters Score -862391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -862391.937500 Penalty: 4393.962402
	Iteration 43Q: 3 clusters Score -862391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -862393.562500 Penalty: 4393.962402
	Iteration 44Q: 3 clusters Score -862393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -862395.562500 Penalty: 4393.962402
	Iteration 45Q: 3 clusters Score -862395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -862396.062500 Penalty: 4393.962402
	Iteration 46Q: 3 clusters Score -862396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -862399.625000 Penalty: 4393.962402
	Iteration 47Q: 3 clusters Score -862399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -862399.625000 Penalty: 4393.962402
	Iteration 48F: 3 clusters Score -862399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -601703.812500 Penalty: 2203.108398
	Iteration 0F: 2 clusters Score -601703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -595883.125000 Penalty: 4406.216797
	Iteration 0F: 3 clusters Score -595883.1 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -597645.187500 Penalty: 4406.216797
	Iteration 1F: 3 clusters Score -597645.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -598245.500000 Penalty: 4406.216797
	Iteration 2F: 3 clusters Score -598245.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -598959.687500 Penalty: 4406.216797
	Iteration 3F: 3 clusters Score -598959.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -599701.875000 Penalty: 4406.216797
	Iteration 4F: 3 clusters Score -599701.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -600272.937500 Penalty: 4406.216797
	Iteration 5F: 3 clusters Score -600272.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -600621.750000 Penalty: 4406.216797
	Iteration 6F: 3 clusters Score -600621.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -600827.312500 Penalty: 4406.216797
	Iteration 7Q: 3 clusters Score -600827.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -600946.062500 Penalty: 4406.216797
	Iteration 8Q: 3 clusters Score -600946.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -601013.000000 Penalty: 4406.216797
	Iteration 9Q: 3 clusters Score -601013 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -601053.125000 Penalty: 4406.216797
	Iteration 10Q: 3 clusters Score -601053.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -601087.875000 Penalty: 4406.216797
	Iteration 11Q: 3 clusters Score -601087.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -601104.125000 Penalty: 4406.216797
	Iteration 12Q: 3 clusters Score -601104.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -601116.687500 Penalty: 4406.216797
	Iteration 13Q: 3 clusters Score -601116.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -601123.750000 Penalty: 4406.216797
	Iteration 14Q: 3 clusters Score -601123.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -601128.937500 Penalty: 4406.216797
	Iteration 15Q: 3 clusters Score -601128.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -601132.062500 Penalty: 4406.216797
	Iteration 16Q: 3 clusters Score -601132.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -601135.062500 Penalty: 4406.216797
	Iteration 17Q: 3 clusters Score -601135.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -601137.812500 Penalty: 4406.216797
	Iteration 18Q: 3 clusters Score -601137.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -601141.250000 Penalty: 4406.216797
	Iteration 19Q: 3 clusters Score -601141.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -601142.625000 Penalty: 4406.216797
	Iteration 20F: 3 clusters Score -601142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -601143.250000 Penalty: 4406.216797
	Iteration 21Q: 3 clusters Score -601143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -601144.000000 Penalty: 4406.216797
	Iteration 22Q: 3 clusters Score -601144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -601143.500000 Penalty: 4406.216797
	Iteration 23Q: 3 clusters Score -601143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -601143.500000 Penalty: 4406.216797
	Iteration 24F: 3 clusters Score -601143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Entering Unmasked Estep 
Score: -576613.750000 Penalty: 2102.553223
	Iteration 0F: 2 clusters Score -576613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -572199.625000 Penalty: 4205.106445
	Iteration 0F: 3 clusters Score -572199.6 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -573230.187500 Penalty: 4205.106445
	Iteration 1F: 3 clusters Score -573230.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -573426.125000 Penalty: 4205.106445
	Iteration 2F: 3 clusters Score -573426.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -573547.187500 Penalty: 4205.106445
	Iteration 3Q: 3 clusters Score -573547.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -573638.125000 Penalty: 4205.106445
	Iteration 4Q: 3 clusters Score -573638.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -573739.187500 Penalty: 4205.106445
	Iteration 5Q: 3 clusters Score -573739.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -573829.187500 Penalty: 4205.106445
	Iteration 6Q: 3 clusters Score -573829.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -573891.312500 Penalty: 4205.106445
	Iteration 7Q: 3 clusters Score -573891.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -573948.375000 Penalty: 4205.106445
	Iteration 8Q: 3 clusters Score -573948.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -573994.125000 Penalty: 4205.106445
	Iteration 9Q: 3 clusters Score -573994.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -574046.562500 Penalty: 4205.106445
	Iteration 10Q: 3 clusters Score -574046.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -574087.812500 Penalty: 4205.106445
	Iteration 11Q: 3 clusters Score -574087.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -574121.437500 Penalty: 4205.106445
	Iteration 12Q: 3 clusters Score -574121.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -574162.187500 Penalty: 4205.106445
	Iteration 13Q: 3 clusters Score -574162.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -574208.750000 Penalty: 4205.106445
	Iteration 14Q: 3 clusters Score -574208.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -574260.437500 Penalty: 4205.106445
	Iteration 15Q: 3 clusters Score -574260.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -574305.625000 Penalty: 4205.106445
	Iteration 16Q: 3 clusters Score -574305.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -574342.250000 Penalty: 4205.106445
	Iteration 17Q: 3 clusters Score -574342.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -574372.125000 Penalty: 4205.106445
	Iteration 18Q: 3 clusters Score -574372.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -574411.250000 Penalty: 4205.106445
	Iteration 19Q: 3 clusters Score -574411.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -574465.625000 Penalty: 4205.106445
	Iteration 20F: 3 clusters Score -574465.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -574516.875000 Penalty: 4205.106445
	Iteration 21Q: 3 clusters Score -574516.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -574565.625000 Penalty: 4205.106445
	Iteration 22Q: 3 clusters Score -574565.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -574631.375000 Penalty: 4205.106445
	Iteration 23Q: 3 clusters Score -574631.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -574691.187500 Penalty: 4205.106445
	Iteration 24Q: 3 clusters Score -574691.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -574757.000000 Penalty: 4205.106445
	Iteration 25Q: 3 clusters Score -574757 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -574832.000000 Penalty: 4205.106445
	Iteration 26Q: 3 clusters Score -574832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -574933.812500 Penalty: 4205.106445
	Iteration 27Q: 3 clusters Score -574933.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -575038.187500 Penalty: 4205.106445
	Iteration 28Q: 3 clusters Score -575038.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -575120.687500 Penalty: 4205.106445
	Iteration 29Q: 3 clusters Score -575120.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -575186.500000 Penalty: 4205.106445
	Iteration 30Q: 3 clusters Score -575186.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -575262.125000 Penalty: 4205.106445
	Iteration 31Q: 3 clusters Score -575262.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -575307.625000 Penalty: 4205.106445
	Iteration 32Q: 3 clusters Score -575307.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -575334.875000 Penalty: 4205.106445
	Iteration 33Q: 3 clusters Score -575334.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -575352.062500 Penalty: 4205.106445
	Iteration 34Q: 3 clusters Score -575352.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -575356.937500 Penalty: 4205.106445
	Iteration 35Q: 3 clusters Score -575356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -575358.750000 Penalty: 4205.106445
	Iteration 36Q: 3 clusters Score -575358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -575359.812500 Penalty: 4205.106445
	Iteration 37Q: 3 clusters Score -575359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -575360.875000 Penalty: 4205.106445
	Iteration 38Q: 3 clusters Score -575360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -575360.500000 Penalty: 4205.106445
	Iteration 39Q: 3 clusters Score -575360.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -575360.812500 Penalty: 4205.106445
	Iteration 40F: 3 clusters Score -575360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Entering Unmasked Estep 
Score: -962864.000000 Penalty: 2226.895264
	Iteration 0F: 2 clusters Score -962864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -956500.625000 Penalty: 4453.790527
	Iteration 0F: 3 clusters Score -956500.6 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -958312.875000 Penalty: 4453.790527
	Iteration 1F: 3 clusters Score -958312.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -958591.062500 Penalty: 4453.790527
	Iteration 2F: 3 clusters Score -958591.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -958801.562500 Penalty: 4453.790527
	Iteration 3F: 3 clusters Score -958801.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -958963.562500 Penalty: 4453.790527
	Iteration 4Q: 3 clusters Score -958963.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -959092.000000 Penalty: 4453.790527
	Iteration 5Q: 3 clusters Score -959092 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -959193.000000 Penalty: 4453.790527
	Iteration 6Q: 3 clusters Score -959193 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -959291.937500 Penalty: 4453.790527
	Iteration 7Q: 3 clusters Score -959291.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -959401.312500 Penalty: 4453.790527
	Iteration 8Q: 3 clusters Score -959401.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -959508.062500 Penalty: 4453.790527
	Iteration 9Q: 3 clusters Score -959508.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -959608.625000 Penalty: 4453.790527
	Iteration 10Q: 3 clusters Score -959608.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -959718.625000 Penalty: 4453.790527
	Iteration 11Q: 3 clusters Score -959718.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -959835.437500 Penalty: 4453.790527
	Iteration 12Q: 3 clusters Score -959835.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -959948.687500 Penalty: 4453.790527
	Iteration 13Q: 3 clusters Score -959948.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -960059.562500 Penalty: 4453.790527
	Iteration 14Q: 3 clusters Score -960059.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -960161.562500 Penalty: 4453.790527
	Iteration 15Q: 3 clusters Score -960161.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -960256.375000 Penalty: 4453.790527
	Iteration 16Q: 3 clusters Score -960256.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -960348.500000 Penalty: 4453.790527
	Iteration 17Q: 3 clusters Score -960348.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -960444.062500 Penalty: 4453.790527
	Iteration 18Q: 3 clusters Score -960444.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -960516.375000 Penalty: 4453.790527
	Iteration 19Q: 3 clusters Score -960516.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -960588.187500 Penalty: 4453.790527
	Iteration 20F: 3 clusters Score -960588.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -960653.125000 Penalty: 4453.790527
	Iteration 21Q: 3 clusters Score -960653.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -960700.937500 Penalty: 4453.790527
	Iteration 22Q: 3 clusters Score -960700.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -960744.437500 Penalty: 4453.790527
	Iteration 23Q: 3 clusters Score -960744.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -960781.312500 Penalty: 4453.790527
	Iteration 24Q: 3 clusters Score -960781.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -960808.562500 Penalty: 4453.790527
	Iteration 25Q: 3 clusters Score -960808.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -960833.687500 Penalty: 4453.790527
	Iteration 26Q: 3 clusters Score -960833.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -960852.562500 Penalty: 4453.790527
	Iteration 27Q: 3 clusters Score -960852.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -960861.000000 Penalty: 4453.790527
	Iteration 28Q: 3 clusters Score -960861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -960866.687500 Penalty: 4453.790527
	Iteration 29Q: 3 clusters Score -960866.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -960871.562500 Penalty: 4453.790527
	Iteration 30Q: 3 clusters Score -960871.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -960874.500000 Penalty: 4453.790527
	Iteration 31Q: 3 clusters Score -960874.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -960884.437500 Penalty: 4453.790527
	Iteration 32Q: 3 clusters Score -960884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -960891.750000 Penalty: 4453.790527
	Iteration 33Q: 3 clusters Score -960891.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -960896.375000 Penalty: 4453.790527
	Iteration 34Q: 3 clusters Score -960896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -960901.875000 Penalty: 4453.790527
	Iteration 35Q: 3 clusters Score -960901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -960902.375000 Penalty: 4453.790527
	Iteration 36Q: 3 clusters Score -960902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -960904.937500 Penalty: 4453.790527
	Iteration 37Q: 3 clusters Score -960904.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -960903.625000 Penalty: 4453.790527
	Iteration 38Q: 3 clusters Score -960903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -960903.625000 Penalty: 4453.790527
	Iteration 39F: 3 clusters Score -960903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -631517.562500 Penalty: 2142.002441
	Iteration 0F: 2 clusters Score -631517.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -626597.625000 Penalty: 4284.004883
	Iteration 0F: 3 clusters Score -626597.6 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -627917.875000 Penalty: 4284.004883
	Iteration 1F: 3 clusters Score -627917.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -628188.500000 Penalty: 4284.004883
	Iteration 2F: 3 clusters Score -628188.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -628384.562500 Penalty: 4284.004883
	Iteration 3F: 3 clusters Score -628384.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -628551.500000 Penalty: 4284.004883
	Iteration 4Q: 3 clusters Score -628551.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -628721.812500 Penalty: 4284.004883
	Iteration 5Q: 3 clusters Score -628721.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -628865.812500 Penalty: 4284.004883
	Iteration 6Q: 3 clusters Score -628865.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -629022.125000 Penalty: 4284.004883
	Iteration 7Q: 3 clusters Score -629022.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -629146.375000 Penalty: 4284.004883
	Iteration 8Q: 3 clusters Score -629146.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -629238.250000 Penalty: 4284.004883
	Iteration 9Q: 3 clusters Score -629238.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -629327.187500 Penalty: 4284.004883
	Iteration 10Q: 3 clusters Score -629327.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -629406.062500 Penalty: 4284.004883
	Iteration 11Q: 3 clusters Score -629406.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -629469.000000 Penalty: 4284.004883
	Iteration 12Q: 3 clusters Score -629469 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -629542.125000 Penalty: 4284.004883
	Iteration 13Q: 3 clusters Score -629542.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -629606.937500 Penalty: 4284.004883
	Iteration 14Q: 3 clusters Score -629606.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -629661.187500 Penalty: 4284.004883
	Iteration 15Q: 3 clusters Score -629661.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -629702.937500 Penalty: 4284.004883
	Iteration 16Q: 3 clusters Score -629702.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -629737.625000 Penalty: 4284.004883
	Iteration 17Q: 3 clusters Score -629737.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -629768.187500 Penalty: 4284.004883
	Iteration 18Q: 3 clusters Score -629768.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -629786.937500 Penalty: 4284.004883
	Iteration 19Q: 3 clusters Score -629786.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -629796.000000 Penalty: 4284.004883
	Iteration 20F: 3 clusters Score -629796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -629805.750000 Penalty: 4284.004883
	Iteration 21Q: 3 clusters Score -629805.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -629817.562500 Penalty: 4284.004883
	Iteration 22Q: 3 clusters Score -629817.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -629830.187500 Penalty: 4284.004883
	Iteration 23Q: 3 clusters Score -629830.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -629843.937500 Penalty: 4284.004883
	Iteration 24Q: 3 clusters Score -629843.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -629856.750000 Penalty: 4284.004883
	Iteration 25Q: 3 clusters Score -629856.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -629866.875000 Penalty: 4284.004883
	Iteration 26Q: 3 clusters Score -629866.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -629875.875000 Penalty: 4284.004883
	Iteration 27Q: 3 clusters Score -629875.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -629883.375000 Penalty: 4284.004883
	Iteration 28Q: 3 clusters Score -629883.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -629891.500000 Penalty: 4284.004883
	Iteration 29Q: 3 clusters Score -629891.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -629902.750000 Penalty: 4284.004883
	Iteration 30Q: 3 clusters Score -629902.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -629914.625000 Penalty: 4284.004883
	Iteration 31Q: 3 clusters Score -629914.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -629924.750000 Penalty: 4284.004883
	Iteration 32Q: 3 clusters Score -629924.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -629934.812500 Penalty: 4284.004883
	Iteration 33Q: 3 clusters Score -629934.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -629943.750000 Penalty: 4284.004883
	Iteration 34Q: 3 clusters Score -629943.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -629952.812500 Penalty: 4284.004883
	Iteration 35Q: 3 clusters Score -629952.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -629958.687500 Penalty: 4284.004883
	Iteration 36Q: 3 clusters Score -629958.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -629961.187500 Penalty: 4284.004883
	Iteration 37Q: 3 clusters Score -629961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -629963.375000 Penalty: 4284.004883
	Iteration 38Q: 3 clusters Score -629963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -629964.500000 Penalty: 4284.004883
	Iteration 39Q: 3 clusters Score -629964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -629964.937500 Penalty: 4284.004883
	Iteration 40F: 3 clusters Score -629964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -629967.125000 Penalty: 4284.004883
	Iteration 41Q: 3 clusters Score -629967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -629968.125000 Penalty: 4284.004883
	Iteration 42Q: 3 clusters Score -629968.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -629969.375000 Penalty: 4284.004883
	Iteration 43Q: 3 clusters Score -629969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -629971.187500 Penalty: 4284.004883
	Iteration 44Q: 3 clusters Score -629971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -629972.875000 Penalty: 4284.004883
	Iteration 45Q: 3 clusters Score -629972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -629975.250000 Penalty: 4284.004883
	Iteration 46Q: 3 clusters Score -629975.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -629977.250000 Penalty: 4284.004883
	Iteration 47Q: 3 clusters Score -629977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -629979.375000 Penalty: 4284.004883
	Iteration 48Q: 3 clusters Score -629979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -629979.000000 Penalty: 4284.004883
	Iteration 49Q: 3 clusters Score -629979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -629980.312500 Penalty: 4284.004883
	Iteration 50Q: 3 clusters Score -629980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -629981.125000 Penalty: 4284.004883
	Iteration 51Q: 3 clusters Score -629981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -629980.375000 Penalty: 4284.004883
	Iteration 52Q: 3 clusters Score -629980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -629981.062500 Penalty: 4284.004883
	Iteration 53Q: 3 clusters Score -629981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -629982.812500 Penalty: 4284.004883
	Iteration 54Q: 3 clusters Score -629982.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -629984.625000 Penalty: 4284.004883
	Iteration 55Q: 3 clusters Score -629984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -629986.000000 Penalty: 4284.004883
	Iteration 56Q: 3 clusters Score -629986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -629984.625000 Penalty: 4284.004883
	Iteration 57Q: 3 clusters Score -629984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -629985.062500 Penalty: 4284.004883
	Iteration 58Q: 3 clusters Score -629985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -629985.750000 Penalty: 4284.004883
	Iteration 59Q: 3 clusters Score -629985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -629986.312500 Penalty: 4284.004883
	Iteration 60F: 3 clusters Score -629986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -629987.250000 Penalty: 4284.004883
	Iteration 61Q: 3 clusters Score -629987.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -629987.250000 Penalty: 4284.004883
	Iteration 62F: 3 clusters Score -629987.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Entering Unmasked Estep 
Score: -701736.937500 Penalty: 2156.610107
	Iteration 0F: 2 clusters Score -701736.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -696628.000000 Penalty: 4313.220215
	Iteration 0F: 3 clusters Score -696628 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -698016.875000 Penalty: 4313.220215
	Iteration 1F: 3 clusters Score -698016.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -698446.000000 Penalty: 4313.220215
	Iteration 2F: 3 clusters Score -698446 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -698791.687500 Penalty: 4313.220215
	Iteration 3F: 3 clusters Score -698791.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -699064.062500 Penalty: 4313.220215
	Iteration 4F: 3 clusters Score -699064.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -699310.750000 Penalty: 4313.220215
	Iteration 5F: 3 clusters Score -699310.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -699541.687500 Penalty: 4313.220215
	Iteration 6Q: 3 clusters Score -699541.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -699741.500000 Penalty: 4313.220215
	Iteration 7Q: 3 clusters Score -699741.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -699899.812500 Penalty: 4313.220215
	Iteration 8Q: 3 clusters Score -699899.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -700031.937500 Penalty: 4313.220215
	Iteration 9Q: 3 clusters Score -700031.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -700139.937500 Penalty: 4313.220215
	Iteration 10Q: 3 clusters Score -700139.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -700212.437500 Penalty: 4313.220215
	Iteration 11Q: 3 clusters Score -700212.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -700265.500000 Penalty: 4313.220215
	Iteration 12Q: 3 clusters Score -700265.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -700313.437500 Penalty: 4313.220215
	Iteration 13Q: 3 clusters Score -700313.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -700351.562500 Penalty: 4313.220215
	Iteration 14Q: 3 clusters Score -700351.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -700373.250000 Penalty: 4313.220215
	Iteration 15Q: 3 clusters Score -700373.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -700391.312500 Penalty: 4313.220215
	Iteration 16Q: 3 clusters Score -700391.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -700406.812500 Penalty: 4313.220215
	Iteration 17Q: 3 clusters Score -700406.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -700421.187500 Penalty: 4313.220215
	Iteration 18Q: 3 clusters Score -700421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -700425.625000 Penalty: 4313.220215
	Iteration 19Q: 3 clusters Score -700425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -700428.750000 Penalty: 4313.220215
	Iteration 20F: 3 clusters Score -700428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -700432.750000 Penalty: 4313.220215
	Iteration 21Q: 3 clusters Score -700432.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -700434.875000 Penalty: 4313.220215
	Iteration 22Q: 3 clusters Score -700434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -700436.500000 Penalty: 4313.220215
	Iteration 23Q: 3 clusters Score -700436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -700438.312500 Penalty: 4313.220215
	Iteration 24Q: 3 clusters Score -700438.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -700438.125000 Penalty: 4313.220215
	Iteration 25Q: 3 clusters Score -700438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -700440.187500 Penalty: 4313.220215
	Iteration 26Q: 3 clusters Score -700440.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -700441.750000 Penalty: 4313.220215
	Iteration 27Q: 3 clusters Score -700441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -700442.687500 Penalty: 4313.220215
	Iteration 28Q: 3 clusters Score -700442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -700445.937500 Penalty: 4313.220215
	Iteration 29Q: 3 clusters Score -700445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -700448.187500 Penalty: 4313.220215
	Iteration 30Q: 3 clusters Score -700448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -700450.812500 Penalty: 4313.220215
	Iteration 31Q: 3 clusters Score -700450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -700453.500000 Penalty: 4313.220215
	Iteration 32Q: 3 clusters Score -700453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -700455.187500 Penalty: 4313.220215
	Iteration 33Q: 3 clusters Score -700455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -700455.750000 Penalty: 4313.220215
	Iteration 34Q: 3 clusters Score -700455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -700457.312500 Penalty: 4313.220215
	Iteration 35Q: 3 clusters Score -700457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -700458.625000 Penalty: 4313.220215
	Iteration 36Q: 3 clusters Score -700458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -700459.812500 Penalty: 4313.220215
	Iteration 37Q: 3 clusters Score -700459.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -700461.750000 Penalty: 4313.220215
	Iteration 38Q: 3 clusters Score -700461.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -700461.250000 Penalty: 4313.220215
	Iteration 39Q: 3 clusters Score -700461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -700461.812500 Penalty: 4313.220215
	Iteration 40F: 3 clusters Score -700461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -619519.187500 Penalty: 2119.160645
	Iteration 0F: 2 clusters Score -619519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -614923.062500 Penalty: 4238.321289
	Iteration 0F: 3 clusters Score -614923.1 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -616043.937500 Penalty: 4238.321289
	Iteration 1F: 3 clusters Score -616043.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -616262.375000 Penalty: 4238.321289
	Iteration 2F: 3 clusters Score -616262.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -616395.062500 Penalty: 4238.321289
	Iteration 3Q: 3 clusters Score -616395.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -616507.062500 Penalty: 4238.321289
	Iteration 4Q: 3 clusters Score -616507.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -616593.750000 Penalty: 4238.321289
	Iteration 5Q: 3 clusters Score -616593.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -616661.500000 Penalty: 4238.321289
	Iteration 6Q: 3 clusters Score -616661.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -616729.062500 Penalty: 4238.321289
	Iteration 7Q: 3 clusters Score -616729.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -616788.875000 Penalty: 4238.321289
	Iteration 8Q: 3 clusters Score -616788.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -616834.250000 Penalty: 4238.321289
	Iteration 9Q: 3 clusters Score -616834.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -616870.750000 Penalty: 4238.321289
	Iteration 10Q: 3 clusters Score -616870.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -616905.500000 Penalty: 4238.321289
	Iteration 11Q: 3 clusters Score -616905.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -616957.812500 Penalty: 4238.321289
	Iteration 12Q: 3 clusters Score -616957.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -617002.062500 Penalty: 4238.321289
	Iteration 13Q: 3 clusters Score -617002.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -617039.875000 Penalty: 4238.321289
	Iteration 14Q: 3 clusters Score -617039.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -617076.687500 Penalty: 4238.321289
	Iteration 15Q: 3 clusters Score -617076.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -617116.750000 Penalty: 4238.321289
	Iteration 16Q: 3 clusters Score -617116.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -617158.250000 Penalty: 4238.321289
	Iteration 17Q: 3 clusters Score -617158.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -617203.812500 Penalty: 4238.321289
	Iteration 18Q: 3 clusters Score -617203.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -617262.625000 Penalty: 4238.321289
	Iteration 19Q: 3 clusters Score -617262.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -617337.000000 Penalty: 4238.321289
	Iteration 20F: 3 clusters Score -617337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -617399.187500 Penalty: 4238.321289
	Iteration 21Q: 3 clusters Score -617399.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -617454.062500 Penalty: 4238.321289
	Iteration 22Q: 3 clusters Score -617454.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -617512.250000 Penalty: 4238.321289
	Iteration 23Q: 3 clusters Score -617512.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -617569.687500 Penalty: 4238.321289
	Iteration 24Q: 3 clusters Score -617569.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -617613.625000 Penalty: 4238.321289
	Iteration 25Q: 3 clusters Score -617613.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -617662.812500 Penalty: 4238.321289
	Iteration 26Q: 3 clusters Score -617662.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -617710.000000 Penalty: 4238.321289
	Iteration 27Q: 3 clusters Score -617710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -617746.000000 Penalty: 4238.321289
	Iteration 28Q: 3 clusters Score -617746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -617773.937500 Penalty: 4238.321289
	Iteration 29Q: 3 clusters Score -617773.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -617802.875000 Penalty: 4238.321289
	Iteration 30Q: 3 clusters Score -617802.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -617825.875000 Penalty: 4238.321289
	Iteration 31Q: 3 clusters Score -617825.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -617851.812500 Penalty: 4238.321289
	Iteration 32Q: 3 clusters Score -617851.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -617868.312500 Penalty: 4238.321289
	Iteration 33Q: 3 clusters Score -617868.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -617881.687500 Penalty: 4238.321289
	Iteration 34Q: 3 clusters Score -617881.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -617890.125000 Penalty: 4238.321289
	Iteration 35Q: 3 clusters Score -617890.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -617897.437500 Penalty: 4238.321289
	Iteration 36Q: 3 clusters Score -617897.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -617903.437500 Penalty: 4238.321289
	Iteration 37Q: 3 clusters Score -617903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -617909.687500 Penalty: 4238.321289
	Iteration 38Q: 3 clusters Score -617909.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -617919.500000 Penalty: 4238.321289
	Iteration 39Q: 3 clusters Score -617919.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -617925.750000 Penalty: 4238.321289
	Iteration 40F: 3 clusters Score -617925.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -617931.687500 Penalty: 4238.321289
	Iteration 41Q: 3 clusters Score -617931.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -617938.687500 Penalty: 4238.321289
	Iteration 42Q: 3 clusters Score -617938.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -617946.000000 Penalty: 4238.321289
	Iteration 43Q: 3 clusters Score -617946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -617947.812500 Penalty: 4238.321289
	Iteration 44Q: 3 clusters Score -617947.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -617949.812500 Penalty: 4238.321289
	Iteration 45Q: 3 clusters Score -617949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -617950.187500 Penalty: 4238.321289
	Iteration 46Q: 3 clusters Score -617950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -617951.125000 Penalty: 4238.321289
	Iteration 47Q: 3 clusters Score -617951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -617952.937500 Penalty: 4238.321289
	Iteration 48Q: 3 clusters Score -617952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -617954.000000 Penalty: 4238.321289
	Iteration 49Q: 3 clusters Score -617954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -617954.250000 Penalty: 4238.321289
	Iteration 50Q: 3 clusters Score -617954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -617954.500000 Penalty: 4238.321289
	Iteration 51Q: 3 clusters Score -617954.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -617954.500000 Penalty: 4238.321289
	Iteration 52F: 3 clusters Score -617954.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Entering Unmasked Estep 
Score: -1331955.125000 Penalty: 2308.836426
	Iteration 0F: 2 clusters Score -1331955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1323546.250000 Penalty: 4617.672852
	Iteration 0F: 3 clusters Score -1323546 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1326022.875000 Penalty: 4617.672852
	Iteration 1F: 3 clusters Score -1326023 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1326340.625000 Penalty: 4617.672852
	Iteration 2F: 3 clusters Score -1326341 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1326582.875000 Penalty: 4617.672852
	Iteration 3F: 3 clusters Score -1326583 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1326788.000000 Penalty: 4617.672852
	Iteration 4Q: 3 clusters Score -1326788 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1326977.125000 Penalty: 4617.672852
	Iteration 5Q: 3 clusters Score -1326977 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1327170.000000 Penalty: 4617.672852
	Iteration 6Q: 3 clusters Score -1327170 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1327347.750000 Penalty: 4617.672852
	Iteration 7Q: 3 clusters Score -1327348 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1327522.375000 Penalty: 4617.672852
	Iteration 8Q: 3 clusters Score -1327522 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1327694.125000 Penalty: 4617.672852
	Iteration 9Q: 3 clusters Score -1327694 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1327866.000000 Penalty: 4617.672852
	Iteration 10Q: 3 clusters Score -1327866 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1328050.875000 Penalty: 4617.672852
	Iteration 11Q: 3 clusters Score -1328051 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1328278.125000 Penalty: 4617.672852
	Iteration 12Q: 3 clusters Score -1328278 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1328483.500000 Penalty: 4617.672852
	Iteration 13Q: 3 clusters Score -1328484 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1328675.625000 Penalty: 4617.672852
	Iteration 14Q: 3 clusters Score -1328676 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1328861.625000 Penalty: 4617.672852
	Iteration 15Q: 3 clusters Score -1328862 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1329043.250000 Penalty: 4617.672852
	Iteration 16Q: 3 clusters Score -1329043 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1329203.750000 Penalty: 4617.672852
	Iteration 17Q: 3 clusters Score -1329204 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1329348.875000 Penalty: 4617.672852
	Iteration 18Q: 3 clusters Score -1329349 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1329485.250000 Penalty: 4617.672852
	Iteration 19Q: 3 clusters Score -1329485 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1329592.125000 Penalty: 4617.672852
	Iteration 20F: 3 clusters Score -1329592 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1329655.250000 Penalty: 4617.672852
	Iteration 21Q: 3 clusters Score -1329655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1329723.625000 Penalty: 4617.672852
	Iteration 22Q: 3 clusters Score -1329724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1329778.250000 Penalty: 4617.672852
	Iteration 23Q: 3 clusters Score -1329778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1329826.125000 Penalty: 4617.672852
	Iteration 24Q: 3 clusters Score -1329826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1329860.625000 Penalty: 4617.672852
	Iteration 25Q: 3 clusters Score -1329861 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1329889.500000 Penalty: 4617.672852
	Iteration 26Q: 3 clusters Score -1329890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1329912.375000 Penalty: 4617.672852
	Iteration 27Q: 3 clusters Score -1329912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1329931.500000 Penalty: 4617.672852
	Iteration 28Q: 3 clusters Score -1329932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1329955.250000 Penalty: 4617.672852
	Iteration 29Q: 3 clusters Score -1329955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1329966.875000 Penalty: 4617.672852
	Iteration 30Q: 3 clusters Score -1329967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1329982.625000 Penalty: 4617.672852
	Iteration 31Q: 3 clusters Score -1329983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1330000.500000 Penalty: 4617.672852
	Iteration 32Q: 3 clusters Score -1330000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1330011.375000 Penalty: 4617.672852
	Iteration 33Q: 3 clusters Score -1330011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1330020.500000 Penalty: 4617.672852
	Iteration 34Q: 3 clusters Score -1330020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1330026.250000 Penalty: 4617.672852
	Iteration 35Q: 3 clusters Score -1330026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1330028.500000 Penalty: 4617.672852
	Iteration 36Q: 3 clusters Score -1330028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1330031.250000 Penalty: 4617.672852
	Iteration 37Q: 3 clusters Score -1330031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1330032.000000 Penalty: 4617.672852
	Iteration 38Q: 3 clusters Score -1330032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1330033.750000 Penalty: 4617.672852
	Iteration 39Q: 3 clusters Score -1330034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1330035.875000 Penalty: 4617.672852
	Iteration 40F: 3 clusters Score -1330036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1330038.250000 Penalty: 4617.672852
	Iteration 41Q: 3 clusters Score -1330038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1330040.250000 Penalty: 4617.672852
	Iteration 42Q: 3 clusters Score -1330040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1330042.750000 Penalty: 4617.672852
	Iteration 43Q: 3 clusters Score -1330043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1330043.250000 Penalty: 4617.672852
	Iteration 44Q: 3 clusters Score -1330043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1330043.875000 Penalty: 4617.672852
	Iteration 45Q: 3 clusters Score -1330044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1330045.500000 Penalty: 4617.672852
	Iteration 46Q: 3 clusters Score -1330046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1330047.250000 Penalty: 4617.672852
	Iteration 47Q: 3 clusters Score -1330047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1330047.250000 Penalty: 4617.672852
	Iteration 48F: 3 clusters Score -1330047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Entering Unmasked Estep 
Score: -1200614.375000 Penalty: 2280.944336
	Iteration 0F: 2 clusters Score -1200614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1192995.000000 Penalty: 4561.888672
	Iteration 0F: 3 clusters Score -1192995 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1195219.125000 Penalty: 4561.888672
	Iteration 1F: 3 clusters Score -1195219 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1195531.875000 Penalty: 4561.888672
	Iteration 2F: 3 clusters Score -1195532 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1195748.875000 Penalty: 4561.888672
	Iteration 3Q: 3 clusters Score -1195749 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1195932.625000 Penalty: 4561.888672
	Iteration 4Q: 3 clusters Score -1195933 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1196089.750000 Penalty: 4561.888672
	Iteration 5Q: 3 clusters Score -1196090 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1196201.625000 Penalty: 4561.888672
	Iteration 6Q: 3 clusters Score -1196202 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1196282.500000 Penalty: 4561.888672
	Iteration 7Q: 3 clusters Score -1196282 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1196354.375000 Penalty: 4561.888672
	Iteration 8Q: 3 clusters Score -1196354 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1196433.625000 Penalty: 4561.888672
	Iteration 9Q: 3 clusters Score -1196434 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1196512.250000 Penalty: 4561.888672
	Iteration 10Q: 3 clusters Score -1196512 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1196607.875000 Penalty: 4561.888672
	Iteration 11Q: 3 clusters Score -1196608 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1196712.625000 Penalty: 4561.888672
	Iteration 12Q: 3 clusters Score -1196713 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1196841.250000 Penalty: 4561.888672
	Iteration 13Q: 3 clusters Score -1196841 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1197013.875000 Penalty: 4561.888672
	Iteration 14Q: 3 clusters Score -1197014 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1197180.875000 Penalty: 4561.888672
	Iteration 15Q: 3 clusters Score -1197181 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1197349.625000 Penalty: 4561.888672
	Iteration 16Q: 3 clusters Score -1197350 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1197534.000000 Penalty: 4561.888672
	Iteration 17Q: 3 clusters Score -1197534 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1197723.875000 Penalty: 4561.888672
	Iteration 18Q: 3 clusters Score -1197724 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1197951.375000 Penalty: 4561.888672
	Iteration 19Q: 3 clusters Score -1197951 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1198137.875000 Penalty: 4561.888672
	Iteration 20F: 3 clusters Score -1198138 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1198293.875000 Penalty: 4561.888672
	Iteration 21Q: 3 clusters Score -1198294 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1198401.625000 Penalty: 4561.888672
	Iteration 22Q: 3 clusters Score -1198402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1198462.875000 Penalty: 4561.888672
	Iteration 23Q: 3 clusters Score -1198463 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1198509.125000 Penalty: 4561.888672
	Iteration 24Q: 3 clusters Score -1198509 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1198533.625000 Penalty: 4561.888672
	Iteration 25Q: 3 clusters Score -1198534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1198553.125000 Penalty: 4561.888672
	Iteration 26Q: 3 clusters Score -1198553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1198571.000000 Penalty: 4561.888672
	Iteration 27Q: 3 clusters Score -1198571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1198587.625000 Penalty: 4561.888672
	Iteration 28Q: 3 clusters Score -1198588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1198596.250000 Penalty: 4561.888672
	Iteration 29Q: 3 clusters Score -1198596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1198605.750000 Penalty: 4561.888672
	Iteration 30Q: 3 clusters Score -1198606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1198613.000000 Penalty: 4561.888672
	Iteration 31Q: 3 clusters Score -1198613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1198618.125000 Penalty: 4561.888672
	Iteration 32Q: 3 clusters Score -1198618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1198626.875000 Penalty: 4561.888672
	Iteration 33Q: 3 clusters Score -1198627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1198635.500000 Penalty: 4561.888672
	Iteration 34Q: 3 clusters Score -1198636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1198642.500000 Penalty: 4561.888672
	Iteration 35Q: 3 clusters Score -1198642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1198645.750000 Penalty: 4561.888672
	Iteration 36Q: 3 clusters Score -1198646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1198647.250000 Penalty: 4561.888672
	Iteration 37Q: 3 clusters Score -1198647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1198652.125000 Penalty: 4561.888672
	Iteration 38Q: 3 clusters Score -1198652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1198653.125000 Penalty: 4561.888672
	Iteration 39Q: 3 clusters Score -1198653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1198657.250000 Penalty: 4561.888672
	Iteration 40F: 3 clusters Score -1198657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1198658.500000 Penalty: 4561.888672
	Iteration 41Q: 3 clusters Score -1198658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1198660.625000 Penalty: 4561.888672
	Iteration 42Q: 3 clusters Score -1198661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1198666.375000 Penalty: 4561.888672
	Iteration 43Q: 3 clusters Score -1198666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1198669.250000 Penalty: 4561.888672
	Iteration 44Q: 3 clusters Score -1198669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1198670.875000 Penalty: 4561.888672
	Iteration 45Q: 3 clusters Score -1198671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1198672.250000 Penalty: 4561.888672
	Iteration 46Q: 3 clusters Score -1198672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1198673.875000 Penalty: 4561.888672
	Iteration 47Q: 3 clusters Score -1198674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1198675.375000 Penalty: 4561.888672
	Iteration 48Q: 3 clusters Score -1198675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1198676.875000 Penalty: 4561.888672
	Iteration 49Q: 3 clusters Score -1198677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1198677.750000 Penalty: 4561.888672
	Iteration 50Q: 3 clusters Score -1198678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1198679.750000 Penalty: 4561.888672
	Iteration 51Q: 3 clusters Score -1198680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1198679.625000 Penalty: 4561.888672
	Iteration 52Q: 3 clusters Score -1198680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1198684.625000 Penalty: 4561.888672
	Iteration 53Q: 3 clusters Score -1198685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1198687.250000 Penalty: 4561.888672
	Iteration 54Q: 3 clusters Score -1198687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1198688.125000 Penalty: 4561.888672
	Iteration 55Q: 3 clusters Score -1198688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1198691.375000 Penalty: 4561.888672
	Iteration 56Q: 3 clusters Score -1198691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1198696.875000 Penalty: 4561.888672
	Iteration 57Q: 3 clusters Score -1198697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1198696.625000 Penalty: 4561.888672
	Iteration 58Q: 3 clusters Score -1198697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1198697.500000 Penalty: 4561.888672
	Iteration 59Q: 3 clusters Score -1198698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1198699.250000 Penalty: 4561.888672
	Iteration 60F: 3 clusters Score -1198699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1198699.750000 Penalty: 4561.888672
	Iteration 61Q: 3 clusters Score -1198700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1198702.250000 Penalty: 4561.888672
	Iteration 62Q: 3 clusters Score -1198702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1198704.875000 Penalty: 4561.888672
	Iteration 63Q: 3 clusters Score -1198705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1198705.500000 Penalty: 4561.888672
	Iteration 64Q: 3 clusters Score -1198706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1198710.375000 Penalty: 4561.888672
	Iteration 65Q: 3 clusters Score -1198710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1198708.375000 Penalty: 4561.888672
	Iteration 66Q: 3 clusters Score -1198708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1198709.875000 Penalty: 4561.888672
	Iteration 67Q: 3 clusters Score -1198710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1198713.750000 Penalty: 4561.888672
	Iteration 68Q: 3 clusters Score -1198714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1198714.500000 Penalty: 4561.888672
	Iteration 69Q: 3 clusters Score -1198714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1198714.750000 Penalty: 4561.888672
	Iteration 70Q: 3 clusters Score -1198715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1198715.125000 Penalty: 4561.888672
	Iteration 71Q: 3 clusters Score -1198715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1198716.625000 Penalty: 4561.888672
	Iteration 72Q: 3 clusters Score -1198717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1198721.750000 Penalty: 4561.888672
	Iteration 73Q: 3 clusters Score -1198722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1198723.250000 Penalty: 4561.888672
	Iteration 74Q: 3 clusters Score -1198723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1198725.375000 Penalty: 4561.888672
	Iteration 75Q: 3 clusters Score -1198725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1198726.125000 Penalty: 4561.888672
	Iteration 76Q: 3 clusters Score -1198726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1198725.750000 Penalty: 4561.888672
	Iteration 77Q: 3 clusters Score -1198726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1198724.000000 Penalty: 4561.888672
	Iteration 78Q: 3 clusters Score -1198724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1198724.375000 Penalty: 4561.888672
	Iteration 79Q: 3 clusters Score -1198724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1198727.125000 Penalty: 4561.888672
	Iteration 80F: 3 clusters Score -1198727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -175189.281250 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -175189.3 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 711 members 
Entering Unmasked Estep 
Score: -172899.718750 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -172899.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -173264.265625 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -173264.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173372.828125 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -173372.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -173418.656250 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -173418.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -173448.406250 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -173448.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -173469.796875 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -173469.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -173480.875000 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -173480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -173489.390625 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -173489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173494.125000 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -173494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -173497.765625 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -173497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173502.828125 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -173502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173504.781250 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -173504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173507.093750 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -173507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -173509.968750 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -173510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173512.656250 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -173512.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -173512.656250 Penalty: 3605.384277
	Iteration 15F: 3 clusters Score -173512.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Entering Unmasked Estep 
Score: -716552.125000 Penalty: 2155.779053
	Iteration 0F: 2 clusters Score -716552.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -711428.250000 Penalty: 4311.558105
	Iteration 0F: 3 clusters Score -711428.2 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -712732.250000 Penalty: 4311.558105
	Iteration 1F: 3 clusters Score -712732.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -713009.187500 Penalty: 4311.558105
	Iteration 2F: 3 clusters Score -713009.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -713188.437500 Penalty: 4311.558105
	Iteration 3F: 3 clusters Score -713188.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -713320.500000 Penalty: 4311.558105
	Iteration 4Q: 3 clusters Score -713320.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -713435.937500 Penalty: 4311.558105
	Iteration 5Q: 3 clusters Score -713435.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -713544.437500 Penalty: 4311.558105
	Iteration 6Q: 3 clusters Score -713544.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -713644.500000 Penalty: 4311.558105
	Iteration 7Q: 3 clusters Score -713644.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -713733.875000 Penalty: 4311.558105
	Iteration 8Q: 3 clusters Score -713733.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -713821.625000 Penalty: 4311.558105
	Iteration 9Q: 3 clusters Score -713821.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -713904.125000 Penalty: 4311.558105
	Iteration 10Q: 3 clusters Score -713904.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -713974.750000 Penalty: 4311.558105
	Iteration 11Q: 3 clusters Score -713974.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -714048.375000 Penalty: 4311.558105
	Iteration 12Q: 3 clusters Score -714048.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -714104.875000 Penalty: 4311.558105
	Iteration 13Q: 3 clusters Score -714104.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -714153.187500 Penalty: 4311.558105
	Iteration 14Q: 3 clusters Score -714153.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -714195.750000 Penalty: 4311.558105
	Iteration 15Q: 3 clusters Score -714195.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -714230.000000 Penalty: 4311.558105
	Iteration 16Q: 3 clusters Score -714230 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -714263.187500 Penalty: 4311.558105
	Iteration 17Q: 3 clusters Score -714263.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -714294.875000 Penalty: 4311.558105
	Iteration 18Q: 3 clusters Score -714294.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -714319.812500 Penalty: 4311.558105
	Iteration 19Q: 3 clusters Score -714319.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -714344.500000 Penalty: 4311.558105
	Iteration 20F: 3 clusters Score -714344.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -714366.812500 Penalty: 4311.558105
	Iteration 21Q: 3 clusters Score -714366.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -714383.250000 Penalty: 4311.558105
	Iteration 22Q: 3 clusters Score -714383.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -714400.437500 Penalty: 4311.558105
	Iteration 23Q: 3 clusters Score -714400.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -714410.312500 Penalty: 4311.558105
	Iteration 24Q: 3 clusters Score -714410.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -714417.437500 Penalty: 4311.558105
	Iteration 25Q: 3 clusters Score -714417.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -714424.625000 Penalty: 4311.558105
	Iteration 26Q: 3 clusters Score -714424.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -714427.687500 Penalty: 4311.558105
	Iteration 27Q: 3 clusters Score -714427.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -714434.250000 Penalty: 4311.558105
	Iteration 28Q: 3 clusters Score -714434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -714436.562500 Penalty: 4311.558105
	Iteration 29Q: 3 clusters Score -714436.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -714439.375000 Penalty: 4311.558105
	Iteration 30Q: 3 clusters Score -714439.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -714441.687500 Penalty: 4311.558105
	Iteration 31Q: 3 clusters Score -714441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -714446.000000 Penalty: 4311.558105
	Iteration 32Q: 3 clusters Score -714446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -714449.250000 Penalty: 4311.558105
	Iteration 33Q: 3 clusters Score -714449.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -714451.312500 Penalty: 4311.558105
	Iteration 34Q: 3 clusters Score -714451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -714453.562500 Penalty: 4311.558105
	Iteration 35Q: 3 clusters Score -714453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -714455.437500 Penalty: 4311.558105
	Iteration 36Q: 3 clusters Score -714455.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -714457.250000 Penalty: 4311.558105
	Iteration 37Q: 3 clusters Score -714457.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -714461.937500 Penalty: 4311.558105
	Iteration 38Q: 3 clusters Score -714461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -714464.062500 Penalty: 4311.558105
	Iteration 39Q: 3 clusters Score -714464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -714466.375000 Penalty: 4311.558105
	Iteration 40F: 3 clusters Score -714466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -714466.562500 Penalty: 4311.558105
	Iteration 41Q: 3 clusters Score -714466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -714467.625000 Penalty: 4311.558105
	Iteration 42Q: 3 clusters Score -714467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -714470.125000 Penalty: 4311.558105
	Iteration 43Q: 3 clusters Score -714470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -714473.500000 Penalty: 4311.558105
	Iteration 44Q: 3 clusters Score -714473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -714473.375000 Penalty: 4311.558105
	Iteration 45Q: 3 clusters Score -714473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -714475.437500 Penalty: 4311.558105
	Iteration 46Q: 3 clusters Score -714475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -714475.062500 Penalty: 4311.558105
	Iteration 47Q: 3 clusters Score -714475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -714473.812500 Penalty: 4311.558105
	Iteration 48Q: 3 clusters Score -714473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -714475.062500 Penalty: 4311.558105
	Iteration 49Q: 3 clusters Score -714475.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -714476.875000 Penalty: 4311.558105
	Iteration 50Q: 3 clusters Score -714476.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -714477.000000 Penalty: 4311.558105
	Iteration 51Q: 3 clusters Score -714477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -714479.062500 Penalty: 4311.558105
	Iteration 52Q: 3 clusters Score -714479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -714478.000000 Penalty: 4311.558105
	Iteration 53Q: 3 clusters Score -714478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -714480.812500 Penalty: 4311.558105
	Iteration 54Q: 3 clusters Score -714480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -714480.812500 Penalty: 4311.558105
	Iteration 55F: 3 clusters Score -714480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -1120458.250000 Penalty: 2267.257812
	Iteration 0F: 2 clusters Score -1120458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1113256.000000 Penalty: 4534.515625
	Iteration 0F: 3 clusters Score -1113256 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1115381.750000 Penalty: 4534.515625
	Iteration 1F: 3 clusters Score -1115382 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1115640.625000 Penalty: 4534.515625
	Iteration 2F: 3 clusters Score -1115641 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1115822.375000 Penalty: 4534.515625
	Iteration 3Q: 3 clusters Score -1115822 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1115955.250000 Penalty: 4534.515625
	Iteration 4Q: 3 clusters Score -1115955 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1116081.000000 Penalty: 4534.515625
	Iteration 5Q: 3 clusters Score -1116081 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1116205.250000 Penalty: 4534.515625
	Iteration 6Q: 3 clusters Score -1116205 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1116322.500000 Penalty: 4534.515625
	Iteration 7Q: 3 clusters Score -1116322 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1116431.125000 Penalty: 4534.515625
	Iteration 8Q: 3 clusters Score -1116431 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1116542.125000 Penalty: 4534.515625
	Iteration 9Q: 3 clusters Score -1116542 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1116640.750000 Penalty: 4534.515625
	Iteration 10Q: 3 clusters Score -1116641 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1116726.625000 Penalty: 4534.515625
	Iteration 11Q: 3 clusters Score -1116727 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1116840.875000 Penalty: 4534.515625
	Iteration 12Q: 3 clusters Score -1116841 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1116966.750000 Penalty: 4534.515625
	Iteration 13Q: 3 clusters Score -1116967 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1117074.500000 Penalty: 4534.515625
	Iteration 14Q: 3 clusters Score -1117074 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1117197.875000 Penalty: 4534.515625
	Iteration 15Q: 3 clusters Score -1117198 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1117321.750000 Penalty: 4534.515625
	Iteration 16Q: 3 clusters Score -1117322 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1117439.625000 Penalty: 4534.515625
	Iteration 17Q: 3 clusters Score -1117440 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1117566.375000 Penalty: 4534.515625
	Iteration 18Q: 3 clusters Score -1117566 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1117668.000000 Penalty: 4534.515625
	Iteration 19Q: 3 clusters Score -1117668 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1117753.125000 Penalty: 4534.515625
	Iteration 20F: 3 clusters Score -1117753 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1117831.625000 Penalty: 4534.515625
	Iteration 21Q: 3 clusters Score -1117832 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1117900.250000 Penalty: 4534.515625
	Iteration 22Q: 3 clusters Score -1117900 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1117962.125000 Penalty: 4534.515625
	Iteration 23Q: 3 clusters Score -1117962 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1118026.250000 Penalty: 4534.515625
	Iteration 24Q: 3 clusters Score -1118026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1118087.750000 Penalty: 4534.515625
	Iteration 25Q: 3 clusters Score -1118088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1118129.250000 Penalty: 4534.515625
	Iteration 26Q: 3 clusters Score -1118129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1118170.000000 Penalty: 4534.515625
	Iteration 27Q: 3 clusters Score -1118170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1118204.250000 Penalty: 4534.515625
	Iteration 28Q: 3 clusters Score -1118204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1118229.250000 Penalty: 4534.515625
	Iteration 29Q: 3 clusters Score -1118229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1118254.750000 Penalty: 4534.515625
	Iteration 30Q: 3 clusters Score -1118255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1118272.750000 Penalty: 4534.515625
	Iteration 31Q: 3 clusters Score -1118273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1118284.875000 Penalty: 4534.515625
	Iteration 32Q: 3 clusters Score -1118285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1118294.750000 Penalty: 4534.515625
	Iteration 33Q: 3 clusters Score -1118295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1118309.625000 Penalty: 4534.515625
	Iteration 34Q: 3 clusters Score -1118310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1118326.375000 Penalty: 4534.515625
	Iteration 35Q: 3 clusters Score -1118326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1118349.000000 Penalty: 4534.515625
	Iteration 36Q: 3 clusters Score -1118349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1118367.375000 Penalty: 4534.515625
	Iteration 37Q: 3 clusters Score -1118367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1118387.125000 Penalty: 4534.515625
	Iteration 38Q: 3 clusters Score -1118387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1118393.750000 Penalty: 4534.515625
	Iteration 39Q: 3 clusters Score -1118394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1118404.250000 Penalty: 4534.515625
	Iteration 40F: 3 clusters Score -1118404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1118412.625000 Penalty: 4534.515625
	Iteration 41Q: 3 clusters Score -1118413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1118419.875000 Penalty: 4534.515625
	Iteration 42Q: 3 clusters Score -1118420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1118426.750000 Penalty: 4534.515625
	Iteration 43Q: 3 clusters Score -1118427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1118435.000000 Penalty: 4534.515625
	Iteration 44Q: 3 clusters Score -1118435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1118449.625000 Penalty: 4534.515625
	Iteration 45Q: 3 clusters Score -1118450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1118457.125000 Penalty: 4534.515625
	Iteration 46Q: 3 clusters Score -1118457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1118464.625000 Penalty: 4534.515625
	Iteration 47Q: 3 clusters Score -1118465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1118468.875000 Penalty: 4534.515625
	Iteration 48Q: 3 clusters Score -1118469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1118468.375000 Penalty: 4534.515625
	Iteration 49Q: 3 clusters Score -1118468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1118468.375000 Penalty: 4534.515625
	Iteration 50F: 3 clusters Score -1118468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -759553.375000 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -759553.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -754192.625000 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -754192.6 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -755606.937500 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -755606.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -755844.375000 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -755844.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -755980.375000 Penalty: 4337.582031
	Iteration 3Q: 3 clusters Score -755980.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -756066.875000 Penalty: 4337.582031
	Iteration 4Q: 3 clusters Score -756066.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -756152.125000 Penalty: 4337.582031
	Iteration 5Q: 3 clusters Score -756152.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -756224.625000 Penalty: 4337.582031
	Iteration 6Q: 3 clusters Score -756224.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -756294.000000 Penalty: 4337.582031
	Iteration 7Q: 3 clusters Score -756294 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -756369.437500 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -756369.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -756453.000000 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -756453 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -756554.937500 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -756554.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -756664.437500 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -756664.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -756786.750000 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -756786.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -756911.812500 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -756911.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -757020.437500 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -757020.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -757123.375000 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -757123.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -757216.937500 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -757216.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -757301.312500 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -757301.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -757371.562500 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -757371.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -757436.687500 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -757436.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -757485.937500 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -757485.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -757526.875000 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -757526.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -757578.625000 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -757578.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -757625.375000 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -757625.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -757665.062500 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -757665.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -757693.625000 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -757693.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -757717.562500 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -757717.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -757742.500000 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -757742.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -757766.187500 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -757766.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -757784.750000 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -757784.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -757800.875000 Penalty: 4337.582031
	Iteration 30Q: 3 clusters Score -757800.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -757814.375000 Penalty: 4337.582031
	Iteration 31Q: 3 clusters Score -757814.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -757827.687500 Penalty: 4337.582031
	Iteration 32Q: 3 clusters Score -757827.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -757833.812500 Penalty: 4337.582031
	Iteration 33Q: 3 clusters Score -757833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -757842.875000 Penalty: 4337.582031
	Iteration 34Q: 3 clusters Score -757842.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -757851.562500 Penalty: 4337.582031
	Iteration 35Q: 3 clusters Score -757851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -757856.250000 Penalty: 4337.582031
	Iteration 36Q: 3 clusters Score -757856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -757857.500000 Penalty: 4337.582031
	Iteration 37Q: 3 clusters Score -757857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -757858.250000 Penalty: 4337.582031
	Iteration 38Q: 3 clusters Score -757858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -757857.812500 Penalty: 4337.582031
	Iteration 39Q: 3 clusters Score -757857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -757860.500000 Penalty: 4337.582031
	Iteration 40F: 3 clusters Score -757860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -757860.250000 Penalty: 4337.582031
	Iteration 41Q: 3 clusters Score -757860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -757860.875000 Penalty: 4337.582031
	Iteration 42Q: 3 clusters Score -757860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -757862.562500 Penalty: 4337.582031
	Iteration 43Q: 3 clusters Score -757862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -757863.062500 Penalty: 4337.582031
	Iteration 44Q: 3 clusters Score -757863.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -757862.062500 Penalty: 4337.582031
	Iteration 45Q: 3 clusters Score -757862.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -757863.750000 Penalty: 4337.582031
	Iteration 46Q: 3 clusters Score -757863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -757864.687500 Penalty: 4337.582031
	Iteration 47Q: 3 clusters Score -757864.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -757864.375000 Penalty: 4337.582031
	Iteration 48Q: 3 clusters Score -757864.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -757865.375000 Penalty: 4337.582031
	Iteration 49Q: 3 clusters Score -757865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -757867.312500 Penalty: 4337.582031
	Iteration 50Q: 3 clusters Score -757867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -757867.312500 Penalty: 4337.582031
	Iteration 51F: 3 clusters Score -757867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (13325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Entering Unmasked Estep 
Score: -1629178.250000 Penalty: 2355.354492
	Iteration 0F: 2 clusters Score -1629178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1619327.625000 Penalty: 4710.708984
	Iteration 0F: 3 clusters Score -1619328 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1622357.875000 Penalty: 4710.708984
	Iteration 1F: 3 clusters Score -1622358 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1622675.500000 Penalty: 4710.708984
	Iteration 2F: 3 clusters Score -1622676 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1622931.375000 Penalty: 4710.708984
	Iteration 3Q: 3 clusters Score -1622931 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1623138.750000 Penalty: 4710.708984
	Iteration 4Q: 3 clusters Score -1623139 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1623329.750000 Penalty: 4710.708984
	Iteration 5Q: 3 clusters Score -1623330 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1623497.250000 Penalty: 4710.708984
	Iteration 6Q: 3 clusters Score -1623497 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1623674.875000 Penalty: 4710.708984
	Iteration 7Q: 3 clusters Score -1623675 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1623856.500000 Penalty: 4710.708984
	Iteration 8Q: 3 clusters Score -1623856 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1624077.000000 Penalty: 4710.708984
	Iteration 9Q: 3 clusters Score -1624077 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1624350.250000 Penalty: 4710.708984
	Iteration 10Q: 3 clusters Score -1624350 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1624645.000000 Penalty: 4710.708984
	Iteration 11Q: 3 clusters Score -1624645 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1624934.875000 Penalty: 4710.708984
	Iteration 12Q: 3 clusters Score -1624935 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1625196.750000 Penalty: 4710.708984
	Iteration 13Q: 3 clusters Score -1625197 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1625426.125000 Penalty: 4710.708984
	Iteration 14Q: 3 clusters Score -1625426 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1625638.250000 Penalty: 4710.708984
	Iteration 15Q: 3 clusters Score -1625638 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1625824.000000 Penalty: 4710.708984
	Iteration 16Q: 3 clusters Score -1625824 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1625991.125000 Penalty: 4710.708984
	Iteration 17Q: 3 clusters Score -1625991 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1626111.000000 Penalty: 4710.708984
	Iteration 18Q: 3 clusters Score -1626111 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1626189.125000 Penalty: 4710.708984
	Iteration 19Q: 3 clusters Score -1626189 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1626244.875000 Penalty: 4710.708984
	Iteration 20F: 3 clusters Score -1626245 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1626285.125000 Penalty: 4710.708984
	Iteration 21Q: 3 clusters Score -1626285 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1626319.000000 Penalty: 4710.708984
	Iteration 22Q: 3 clusters Score -1626319 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1626352.125000 Penalty: 4710.708984
	Iteration 23Q: 3 clusters Score -1626352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1626374.875000 Penalty: 4710.708984
	Iteration 24Q: 3 clusters Score -1626375 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1626397.000000 Penalty: 4710.708984
	Iteration 25Q: 3 clusters Score -1626397 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1626431.750000 Penalty: 4710.708984
	Iteration 26Q: 3 clusters Score -1626432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1626456.750000 Penalty: 4710.708984
	Iteration 27Q: 3 clusters Score -1626457 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1626488.500000 Penalty: 4710.708984
	Iteration 28Q: 3 clusters Score -1626488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1626506.125000 Penalty: 4710.708984
	Iteration 29Q: 3 clusters Score -1626506 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1626525.750000 Penalty: 4710.708984
	Iteration 30Q: 3 clusters Score -1626526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1626538.625000 Penalty: 4710.708984
	Iteration 31Q: 3 clusters Score -1626539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1626563.375000 Penalty: 4710.708984
	Iteration 32Q: 3 clusters Score -1626563 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1626583.625000 Penalty: 4710.708984
	Iteration 33Q: 3 clusters Score -1626584 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1626605.125000 Penalty: 4710.708984
	Iteration 34Q: 3 clusters Score -1626605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1626619.125000 Penalty: 4710.708984
	Iteration 35Q: 3 clusters Score -1626619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1626638.625000 Penalty: 4710.708984
	Iteration 36Q: 3 clusters Score -1626639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1626654.625000 Penalty: 4710.708984
	Iteration 37Q: 3 clusters Score -1626655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1626666.625000 Penalty: 4710.708984
	Iteration 38Q: 3 clusters Score -1626667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1626681.500000 Penalty: 4710.708984
	Iteration 39Q: 3 clusters Score -1626682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1626698.250000 Penalty: 4710.708984
	Iteration 40F: 3 clusters Score -1626698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1626710.375000 Penalty: 4710.708984
	Iteration 41Q: 3 clusters Score -1626710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1626722.125000 Penalty: 4710.708984
	Iteration 42Q: 3 clusters Score -1626722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1626734.875000 Penalty: 4710.708984
	Iteration 43Q: 3 clusters Score -1626735 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1626745.250000 Penalty: 4710.708984
	Iteration 44Q: 3 clusters Score -1626745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1626757.750000 Penalty: 4710.708984
	Iteration 45Q: 3 clusters Score -1626758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1626767.375000 Penalty: 4710.708984
	Iteration 46Q: 3 clusters Score -1626767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1626784.375000 Penalty: 4710.708984
	Iteration 47Q: 3 clusters Score -1626784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1626789.125000 Penalty: 4710.708984
	Iteration 48Q: 3 clusters Score -1626789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1626799.375000 Penalty: 4710.708984
	Iteration 49Q: 3 clusters Score -1626799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1626806.500000 Penalty: 4710.708984
	Iteration 50Q: 3 clusters Score -1626806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1626813.750000 Penalty: 4710.708984
	Iteration 51Q: 3 clusters Score -1626814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1626820.750000 Penalty: 4710.708984
	Iteration 52Q: 3 clusters Score -1626821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1626823.750000 Penalty: 4710.708984
	Iteration 53Q: 3 clusters Score -1626824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1626827.750000 Penalty: 4710.708984
	Iteration 54Q: 3 clusters Score -1626828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1626833.500000 Penalty: 4710.708984
	Iteration 55Q: 3 clusters Score -1626834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1626837.875000 Penalty: 4710.708984
	Iteration 56Q: 3 clusters Score -1626838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1626846.125000 Penalty: 4710.708984
	Iteration 57Q: 3 clusters Score -1626846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1626850.625000 Penalty: 4710.708984
	Iteration 58Q: 3 clusters Score -1626851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1626854.750000 Penalty: 4710.708984
	Iteration 59Q: 3 clusters Score -1626855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1626858.500000 Penalty: 4710.708984
	Iteration 60F: 3 clusters Score -1626858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1626860.500000 Penalty: 4710.708984
	Iteration 61Q: 3 clusters Score -1626860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1626862.625000 Penalty: 4710.708984
	Iteration 62Q: 3 clusters Score -1626863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1626866.000000 Penalty: 4710.708984
	Iteration 63Q: 3 clusters Score -1626866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1626871.250000 Penalty: 4710.708984
	Iteration 64Q: 3 clusters Score -1626871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1626868.750000 Penalty: 4710.708984
	Iteration 65Q: 3 clusters Score -1626869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1626869.375000 Penalty: 4710.708984
	Iteration 66Q: 3 clusters Score -1626869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1626873.250000 Penalty: 4710.708984
	Iteration 67Q: 3 clusters Score -1626873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1626874.375000 Penalty: 4710.708984
	Iteration 68Q: 3 clusters Score -1626874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1626876.375000 Penalty: 4710.708984
	Iteration 69Q: 3 clusters Score -1626876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1626879.000000 Penalty: 4710.708984
	Iteration 70Q: 3 clusters Score -1626879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1626877.875000 Penalty: 4710.708984
	Iteration 71Q: 3 clusters Score -1626878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1626881.000000 Penalty: 4710.708984
	Iteration 72Q: 3 clusters Score -1626881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1626882.000000 Penalty: 4710.708984
	Iteration 73Q: 3 clusters Score -1626882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1626884.000000 Penalty: 4710.708984
	Iteration 74Q: 3 clusters Score -1626884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1626883.000000 Penalty: 4710.708984
	Iteration 75Q: 3 clusters Score -1626883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1626883.375000 Penalty: 4710.708984
	Iteration 76Q: 3 clusters Score -1626883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1626884.125000 Penalty: 4710.708984
	Iteration 77Q: 3 clusters Score -1626884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1626884.250000 Penalty: 4710.708984
	Iteration 78Q: 3 clusters Score -1626884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1626882.875000 Penalty: 4710.708984
	Iteration 79Q: 3 clusters Score -1626883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1626884.875000 Penalty: 4710.708984
	Iteration 80F: 3 clusters Score -1626885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24020 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7499 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18314 members 
Mstep: Class 19 contains 34174 members 
Mstep: Class 20 contains 13147 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9871 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711068.000000 Penalty: 113205.929688
Iteration 359Q: 37 clusters Score -3.571107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24023 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7501 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18311 members 
Mstep: Class 19 contains 34174 members 
Mstep: Class 20 contains 13141 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711088.000000 Penalty: 113205.929688
Iteration 360F: 37 clusters Score -3.571109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24034 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 9480 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10693 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18311 members 
Mstep: Class 19 contains 34174 members 
Mstep: Class 20 contains 13127 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711080.000000 Penalty: 113205.929688
Iteration 361Q: 37 clusters Score -3.571108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24044 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7506 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18313 members 
Mstep: Class 19 contains 34173 members 
Mstep: Class 20 contains 13119 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711064.000000 Penalty: 113205.929688
Iteration 362Q: 37 clusters Score -3.571106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24048 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10694 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18315 members 
Mstep: Class 19 contains 34173 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711080.000000 Penalty: 113205.929688
Iteration 363Q: 37 clusters Score -3.571108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24051 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7507 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19375 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18316 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13108 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2748 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4808 members 
Mstep: Class 26 contains 7938 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711092.000000 Penalty: 113205.929688
Iteration 364Q: 37 clusters Score -3.571109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24053 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19378 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18316 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7036 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4807 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711076.000000 Penalty: 113205.929688
Iteration 365Q: 37 clusters Score -3.571108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24054 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711076.000000 Penalty: 113205.929688
Iteration 366Q: 37 clusters Score -3.571108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24053 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18316 members 
Mstep: Class 19 contains 34173 members 
Mstep: Class 20 contains 13104 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711092.000000 Penalty: 113205.929688
Iteration 367Q: 37 clusters Score -3.571109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24056 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19378 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 34173 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711104.000000 Penalty: 113205.929688
Iteration 368Q: 37 clusters Score -3.57111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24058 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19378 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 34173 members 
Mstep: Class 20 contains 13101 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711116.000000 Penalty: 113205.929688
Iteration 369Q: 37 clusters Score -3.571112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24061 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19378 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 34173 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711112.000000 Penalty: 113205.929688
Iteration 370Q: 37 clusters Score -3.571111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24063 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9479 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19378 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18317 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13096 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711096.000000 Penalty: 113205.929688
Iteration 371Q: 37 clusters Score -3.57111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24066 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9478 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14292 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19377 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18319 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13093 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711100.000000 Penalty: 113205.929688
Iteration 372Q: 37 clusters Score -3.57111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24068 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9478 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18322 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13089 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711136.000000 Penalty: 113205.929688
Iteration 373Q: 37 clusters Score -3.571114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24069 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18323 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13088 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711124.000000 Penalty: 113205.929688
Iteration 374Q: 37 clusters Score -3.571112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24071 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18324 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13085 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711112.000000 Penalty: 113205.929688
Iteration 375Q: 37 clusters Score -3.571111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24073 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7509 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18324 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13083 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5980 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711100.000000 Penalty: 113205.929688
Iteration 376Q: 37 clusters Score -3.57111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24077 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18324 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711112.000000 Penalty: 113205.929688
Iteration 377Q: 37 clusters Score -3.571111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24076 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18324 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4805 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711116.000000 Penalty: 113205.929688
Iteration 378Q: 37 clusters Score -3.571112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24078 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19380 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18325 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13079 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711112.000000 Penalty: 113205.929688
Iteration 379Q: 37 clusters Score -3.571111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24079 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19381 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18325 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13079 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711128.000000 Penalty: 113205.929688
Iteration 380F: 37 clusters Score -3.571113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24080 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19381 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18325 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13078 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711124.000000 Penalty: 113205.929688
Iteration 381Q: 37 clusters Score -3.571112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24082 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19381 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18325 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13076 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9872 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711120.000000 Penalty: 113205.929688
Iteration 382Q: 37 clusters Score -3.571112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24085 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19381 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18326 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9871 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711140.000000 Penalty: 113205.929688
Iteration 383Q: 37 clusters Score -3.571114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24084 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18327 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13071 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9871 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711132.000000 Penalty: 113205.929688
Iteration 384Q: 37 clusters Score -3.571113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24086 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18328 members 
Mstep: Class 19 contains 34172 members 
Mstep: Class 20 contains 13068 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9871 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711128.000000 Penalty: 113205.929688
Iteration 385Q: 37 clusters Score -3.571113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24088 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18328 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13067 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9871 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711136.000000 Penalty: 113205.929688
Iteration 386Q: 37 clusters Score -3.571114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 24088 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 9476 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 19382 members 
Mstep: Class 12 contains 14981 members 
Mstep: Class 13 contains 2492 members 
Mstep: Class 14 contains 11465 members 
Mstep: Class 15 contains 900 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 18328 members 
Mstep: Class 19 contains 34171 members 
Mstep: Class 20 contains 13067 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2749 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 4804 members 
Mstep: Class 26 contains 7937 members 
Mstep: Class 27 contains 5637 members 
Mstep: Class 28 contains 5979 members 
Mstep: Class 29 contains 5141 members 
Mstep: Class 30 contains 11046 members 
Mstep: Class 31 contains 9871 members 
Mstep: Class 32 contains 1435 members 
Mstep: Class 33 contains 5959 members 
Mstep: Class 34 contains 9341 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 13316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711136.000000 Penalty: 113205.929688
Iteration 387F: 37 clusters Score -3.571114e+07 nChanged 0
Entering ConstructFrom: 
Score: -35711136.000000 Penalty: 113205.929688
Entering ConstructFrom: 
Trying to split cluster 1 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -286040.406250 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -286040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -283123.281250 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -283123.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283704.750000 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -283704.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283845.968750 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -283846 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283927.250000 Penalty: 3862.747314
	Iteration 3Q: 3 clusters Score -283927.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -283974.031250 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -283974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283999.625000 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -283999.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -284025.218750 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -284025.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -284045.593750 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -284045.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -284062.906250 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -284062.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -284075.125000 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -284075.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -284085.906250 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -284085.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -284093.156250 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -284093.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -284101.593750 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -284101.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -284108.187500 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -284108.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -284113.281250 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -284113.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -284121.093750 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -284121.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -284129.218750 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -284129.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -284140.531250 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -284140.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -284150.031250 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -284150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -284155.625000 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -284155.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -284160.062500 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -284160.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -284166.156250 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -284166.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -284176.312500 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -284176.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -284183.312500 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -284183.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -284191.687500 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -284191.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -284197.437500 Penalty: 3862.747314
	Iteration 25Q: 3 clusters Score -284197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -284201.625000 Penalty: 3862.747314
	Iteration 26Q: 3 clusters Score -284201.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -284204.250000 Penalty: 3862.747314
	Iteration 27Q: 3 clusters Score -284204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -284205.750000 Penalty: 3862.747314
	Iteration 28Q: 3 clusters Score -284205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -284207.812500 Penalty: 3862.747314
	Iteration 29Q: 3 clusters Score -284207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284208.687500 Penalty: 3862.747314
	Iteration 30Q: 3 clusters Score -284208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -284210.468750 Penalty: 3862.747314
	Iteration 31Q: 3 clusters Score -284210.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -284212.125000 Penalty: 3862.747314
	Iteration 32Q: 3 clusters Score -284212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -284213.031250 Penalty: 3862.747314
	Iteration 33Q: 3 clusters Score -284213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -284213.812500 Penalty: 3862.747314
	Iteration 34Q: 3 clusters Score -284213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -284214.343750 Penalty: 3862.747314
	Iteration 35Q: 3 clusters Score -284214.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -284215.593750 Penalty: 3862.747314
	Iteration 36Q: 3 clusters Score -284215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -284217.781250 Penalty: 3862.747314
	Iteration 37Q: 3 clusters Score -284217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -284221.375000 Penalty: 3862.747314
	Iteration 38Q: 3 clusters Score -284221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -284226.062500 Penalty: 3862.747314
	Iteration 39Q: 3 clusters Score -284226.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -284228.968750 Penalty: 3862.747314
	Iteration 40F: 3 clusters Score -284229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -284230.312500 Penalty: 3862.747314
	Iteration 41Q: 3 clusters Score -284230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -284230.562500 Penalty: 3862.747314
	Iteration 42Q: 3 clusters Score -284230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -284232.843750 Penalty: 3862.747314
	Iteration 43Q: 3 clusters Score -284232.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -284232.843750 Penalty: 3862.747314
	Iteration 44F: 3 clusters Score -284232.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Entering Unmasked Estep 
Score: -2892664.000000 Penalty: 2502.188232
	Iteration 0F: 2 clusters Score -2892664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2876024.750000 Penalty: 5004.376465
	Iteration 0F: 3 clusters Score -2876025 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2881927.250000 Penalty: 5004.376465
	Iteration 1F: 3 clusters Score -2881927 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2882452.250000 Penalty: 5004.376465
	Iteration 2F: 3 clusters Score -2882452 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2882941.750000 Penalty: 5004.376465
	Iteration 3Q: 3 clusters Score -2882942 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2883497.750000 Penalty: 5004.376465
	Iteration 4Q: 3 clusters Score -2883498 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2884135.750000 Penalty: 5004.376465
	Iteration 5Q: 3 clusters Score -2884136 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2884918.500000 Penalty: 5004.376465
	Iteration 6F: 3 clusters Score -2884918 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2885802.500000 Penalty: 5004.376465
	Iteration 7F: 3 clusters Score -2885802 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2886694.250000 Penalty: 5004.376465
	Iteration 8F: 3 clusters Score -2886694 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2887486.250000 Penalty: 5004.376465
	Iteration 9Q: 3 clusters Score -2887486 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2888066.750000 Penalty: 5004.376465
	Iteration 10Q: 3 clusters Score -2888067 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2888432.000000 Penalty: 5004.376465
	Iteration 11Q: 3 clusters Score -2888432 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2888673.000000 Penalty: 5004.376465
	Iteration 12Q: 3 clusters Score -2888673 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2888839.000000 Penalty: 5004.376465
	Iteration 13Q: 3 clusters Score -2888839 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2888954.000000 Penalty: 5004.376465
	Iteration 14Q: 3 clusters Score -2888954 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2889043.750000 Penalty: 5004.376465
	Iteration 15Q: 3 clusters Score -2889044 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2889148.250000 Penalty: 5004.376465
	Iteration 16Q: 3 clusters Score -2889148 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2889225.250000 Penalty: 5004.376465
	Iteration 17Q: 3 clusters Score -2889225 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2889278.750000 Penalty: 5004.376465
	Iteration 18Q: 3 clusters Score -2889279 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2889330.500000 Penalty: 5004.376465
	Iteration 19Q: 3 clusters Score -2889330 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2889373.750000 Penalty: 5004.376465
	Iteration 20F: 3 clusters Score -2889374 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2889421.750000 Penalty: 5004.376465
	Iteration 21Q: 3 clusters Score -2889422 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2889458.000000 Penalty: 5004.376465
	Iteration 22Q: 3 clusters Score -2889458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2889487.500000 Penalty: 5004.376465
	Iteration 23Q: 3 clusters Score -2889488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2889514.250000 Penalty: 5004.376465
	Iteration 24Q: 3 clusters Score -2889514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2889538.500000 Penalty: 5004.376465
	Iteration 25Q: 3 clusters Score -2889538 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2889565.250000 Penalty: 5004.376465
	Iteration 26Q: 3 clusters Score -2889565 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2889604.250000 Penalty: 5004.376465
	Iteration 27Q: 3 clusters Score -2889604 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2889625.250000 Penalty: 5004.376465
	Iteration 28Q: 3 clusters Score -2889625 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2889647.250000 Penalty: 5004.376465
	Iteration 29Q: 3 clusters Score -2889647 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2889679.500000 Penalty: 5004.376465
	Iteration 30Q: 3 clusters Score -2889680 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2889717.500000 Penalty: 5004.376465
	Iteration 31Q: 3 clusters Score -2889718 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2889746.250000 Penalty: 5004.376465
	Iteration 32Q: 3 clusters Score -2889746 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2889791.250000 Penalty: 5004.376465
	Iteration 33Q: 3 clusters Score -2889791 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2889822.750000 Penalty: 5004.376465
	Iteration 34Q: 3 clusters Score -2889823 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2889867.000000 Penalty: 5004.376465
	Iteration 35Q: 3 clusters Score -2889867 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2889905.250000 Penalty: 5004.376465
	Iteration 36Q: 3 clusters Score -2889905 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2889961.000000 Penalty: 5004.376465
	Iteration 37Q: 3 clusters Score -2889961 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2890003.250000 Penalty: 5004.376465
	Iteration 38Q: 3 clusters Score -2890003 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2890053.500000 Penalty: 5004.376465
	Iteration 39Q: 3 clusters Score -2890054 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2890102.500000 Penalty: 5004.376465
	Iteration 40F: 3 clusters Score -2890102 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -2890152.250000 Penalty: 5004.376465
	Iteration 41Q: 3 clusters Score -2890152 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2890232.500000 Penalty: 5004.376465
	Iteration 42Q: 3 clusters Score -2890232 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2890287.000000 Penalty: 5004.376465
	Iteration 43Q: 3 clusters Score -2890287 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2890341.250000 Penalty: 5004.376465
	Iteration 44Q: 3 clusters Score -2890341 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2890393.250000 Penalty: 5004.376465
	Iteration 45Q: 3 clusters Score -2890393 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2890455.250000 Penalty: 5004.376465
	Iteration 46Q: 3 clusters Score -2890455 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2890516.000000 Penalty: 5004.376465
	Iteration 47Q: 3 clusters Score -2890516 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2890590.500000 Penalty: 5004.376465
	Iteration 48Q: 3 clusters Score -2890590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2890657.500000 Penalty: 5004.376465
	Iteration 49Q: 3 clusters Score -2890658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2890745.000000 Penalty: 5004.376465
	Iteration 50Q: 3 clusters Score -2890745 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2890866.000000 Penalty: 5004.376465
	Iteration 51Q: 3 clusters Score -2890866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2890996.250000 Penalty: 5004.376465
	Iteration 52Q: 3 clusters Score -2890996 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2891153.000000 Penalty: 5004.376465
	Iteration 53Q: 3 clusters Score -2891153 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2891331.000000 Penalty: 5004.376465
	Iteration 54Q: 3 clusters Score -2891331 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2891441.750000 Penalty: 5004.376465
	Iteration 55Q: 3 clusters Score -2891442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2891500.750000 Penalty: 5004.376465
	Iteration 56Q: 3 clusters Score -2891501 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2891535.000000 Penalty: 5004.376465
	Iteration 57Q: 3 clusters Score -2891535 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2891548.250000 Penalty: 5004.376465
	Iteration 58Q: 3 clusters Score -2891548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2891558.500000 Penalty: 5004.376465
	Iteration 59Q: 3 clusters Score -2891558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2891565.750000 Penalty: 5004.376465
	Iteration 60F: 3 clusters Score -2891566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2891561.000000 Penalty: 5004.376465
	Iteration 61Q: 3 clusters Score -2891561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2891571.000000 Penalty: 5004.376465
	Iteration 62Q: 3 clusters Score -2891571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2891576.000000 Penalty: 5004.376465
	Iteration 63Q: 3 clusters Score -2891576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2891582.500000 Penalty: 5004.376465
	Iteration 64Q: 3 clusters Score -2891582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2891582.750000 Penalty: 5004.376465
	Iteration 65Q: 3 clusters Score -2891583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2891586.500000 Penalty: 5004.376465
	Iteration 66Q: 3 clusters Score -2891586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2891589.750000 Penalty: 5004.376465
	Iteration 67Q: 3 clusters Score -2891590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2891591.250000 Penalty: 5004.376465
	Iteration 68Q: 3 clusters Score -2891591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2891586.000000 Penalty: 5004.376465
	Iteration 69Q: 3 clusters Score -2891586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2891587.000000 Penalty: 5004.376465
	Iteration 70Q: 3 clusters Score -2891587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2891589.000000 Penalty: 5004.376465
	Iteration 71Q: 3 clusters Score -2891589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2891585.750000 Penalty: 5004.376465
	Iteration 72Q: 3 clusters Score -2891586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2891583.000000 Penalty: 5004.376465
	Iteration 73Q: 3 clusters Score -2891583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2891583.000000 Penalty: 5004.376465
	Iteration 74F: 3 clusters Score -2891583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -376607.000000 Penalty: 2016.765503
	Iteration 0F: 2 clusters Score -376607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -373101.593750 Penalty: 4033.531006
	Iteration 0F: 3 clusters Score -373101.6 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -373886.656250 Penalty: 4033.531006
	Iteration 1F: 3 clusters Score -373886.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -374084.843750 Penalty: 4033.531006
	Iteration 2F: 3 clusters Score -374084.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -374225.500000 Penalty: 4033.531006
	Iteration 3F: 3 clusters Score -374225.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -374322.187500 Penalty: 4033.531006
	Iteration 4Q: 3 clusters Score -374322.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -374412.968750 Penalty: 4033.531006
	Iteration 5Q: 3 clusters Score -374413 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -374499.781250 Penalty: 4033.531006
	Iteration 6Q: 3 clusters Score -374499.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -374587.312500 Penalty: 4033.531006
	Iteration 7Q: 3 clusters Score -374587.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -374664.500000 Penalty: 4033.531006
	Iteration 8Q: 3 clusters Score -374664.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -374746.468750 Penalty: 4033.531006
	Iteration 9Q: 3 clusters Score -374746.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -374804.187500 Penalty: 4033.531006
	Iteration 10Q: 3 clusters Score -374804.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -374861.093750 Penalty: 4033.531006
	Iteration 11Q: 3 clusters Score -374861.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -374914.062500 Penalty: 4033.531006
	Iteration 12Q: 3 clusters Score -374914.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -374965.531250 Penalty: 4033.531006
	Iteration 13Q: 3 clusters Score -374965.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -375004.968750 Penalty: 4033.531006
	Iteration 14Q: 3 clusters Score -375005 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -375049.937500 Penalty: 4033.531006
	Iteration 15Q: 3 clusters Score -375049.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -375082.906250 Penalty: 4033.531006
	Iteration 16Q: 3 clusters Score -375082.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -375103.250000 Penalty: 4033.531006
	Iteration 17Q: 3 clusters Score -375103.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -375117.781250 Penalty: 4033.531006
	Iteration 18Q: 3 clusters Score -375117.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -375128.562500 Penalty: 4033.531006
	Iteration 19Q: 3 clusters Score -375128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -375133.781250 Penalty: 4033.531006
	Iteration 20F: 3 clusters Score -375133.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -375137.187500 Penalty: 4033.531006
	Iteration 21Q: 3 clusters Score -375137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -375139.906250 Penalty: 4033.531006
	Iteration 22Q: 3 clusters Score -375139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -375145.593750 Penalty: 4033.531006
	Iteration 23Q: 3 clusters Score -375145.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -375149.843750 Penalty: 4033.531006
	Iteration 24Q: 3 clusters Score -375149.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -375153.875000 Penalty: 4033.531006
	Iteration 25Q: 3 clusters Score -375153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -375158.218750 Penalty: 4033.531006
	Iteration 26Q: 3 clusters Score -375158.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -375168.187500 Penalty: 4033.531006
	Iteration 27Q: 3 clusters Score -375168.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -375179.281250 Penalty: 4033.531006
	Iteration 28Q: 3 clusters Score -375179.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -375192.375000 Penalty: 4033.531006
	Iteration 29Q: 3 clusters Score -375192.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -375204.968750 Penalty: 4033.531006
	Iteration 30Q: 3 clusters Score -375205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -375214.093750 Penalty: 4033.531006
	Iteration 31Q: 3 clusters Score -375214.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -375226.968750 Penalty: 4033.531006
	Iteration 32Q: 3 clusters Score -375227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -375241.218750 Penalty: 4033.531006
	Iteration 33Q: 3 clusters Score -375241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -375251.281250 Penalty: 4033.531006
	Iteration 34Q: 3 clusters Score -375251.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -375259.750000 Penalty: 4033.531006
	Iteration 35Q: 3 clusters Score -375259.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -375268.531250 Penalty: 4033.531006
	Iteration 36Q: 3 clusters Score -375268.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -375275.468750 Penalty: 4033.531006
	Iteration 37Q: 3 clusters Score -375275.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -375283.593750 Penalty: 4033.531006
	Iteration 38Q: 3 clusters Score -375283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -375291.312500 Penalty: 4033.531006
	Iteration 39Q: 3 clusters Score -375291.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -375299.375000 Penalty: 4033.531006
	Iteration 40F: 3 clusters Score -375299.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -375306.843750 Penalty: 4033.531006
	Iteration 41Q: 3 clusters Score -375306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -375310.625000 Penalty: 4033.531006
	Iteration 42Q: 3 clusters Score -375310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -375311.593750 Penalty: 4033.531006
	Iteration 43Q: 3 clusters Score -375311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -375312.500000 Penalty: 4033.531006
	Iteration 44Q: 3 clusters Score -375312.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -375313.437500 Penalty: 4033.531006
	Iteration 45Q: 3 clusters Score -375313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -375313.437500 Penalty: 4033.531006
	Iteration 46F: 3 clusters Score -375313.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Entering Unmasked Estep 
Score: -598691.812500 Penalty: 2111.369629
	Iteration 0F: 2 clusters Score -598691.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -594233.375000 Penalty: 4222.739258
	Iteration 0F: 3 clusters Score -594233.4 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -595353.437500 Penalty: 4222.739258
	Iteration 1F: 3 clusters Score -595353.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -595568.687500 Penalty: 4222.739258
	Iteration 2F: 3 clusters Score -595568.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -595690.125000 Penalty: 4222.739258
	Iteration 3Q: 3 clusters Score -595690.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -595814.250000 Penalty: 4222.739258
	Iteration 4Q: 3 clusters Score -595814.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -595925.812500 Penalty: 4222.739258
	Iteration 5Q: 3 clusters Score -595925.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -596035.062500 Penalty: 4222.739258
	Iteration 6Q: 3 clusters Score -596035.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -596147.437500 Penalty: 4222.739258
	Iteration 7Q: 3 clusters Score -596147.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -596273.500000 Penalty: 4222.739258
	Iteration 8Q: 3 clusters Score -596273.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -596394.812500 Penalty: 4222.739258
	Iteration 9Q: 3 clusters Score -596394.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -596506.125000 Penalty: 4222.739258
	Iteration 10Q: 3 clusters Score -596506.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -596596.687500 Penalty: 4222.739258
	Iteration 11Q: 3 clusters Score -596596.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -596684.187500 Penalty: 4222.739258
	Iteration 12Q: 3 clusters Score -596684.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -596735.562500 Penalty: 4222.739258
	Iteration 13Q: 3 clusters Score -596735.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -596774.125000 Penalty: 4222.739258
	Iteration 14Q: 3 clusters Score -596774.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -596802.750000 Penalty: 4222.739258
	Iteration 15Q: 3 clusters Score -596802.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -596826.625000 Penalty: 4222.739258
	Iteration 16Q: 3 clusters Score -596826.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -596843.375000 Penalty: 4222.739258
	Iteration 17Q: 3 clusters Score -596843.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -596854.312500 Penalty: 4222.739258
	Iteration 18Q: 3 clusters Score -596854.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -596860.437500 Penalty: 4222.739258
	Iteration 19Q: 3 clusters Score -596860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -596868.687500 Penalty: 4222.739258
	Iteration 20F: 3 clusters Score -596868.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -596873.562500 Penalty: 4222.739258
	Iteration 21Q: 3 clusters Score -596873.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -596882.187500 Penalty: 4222.739258
	Iteration 22Q: 3 clusters Score -596882.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -596888.812500 Penalty: 4222.739258
	Iteration 23Q: 3 clusters Score -596888.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -596894.812500 Penalty: 4222.739258
	Iteration 24Q: 3 clusters Score -596894.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -596896.875000 Penalty: 4222.739258
	Iteration 25Q: 3 clusters Score -596896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -596902.062500 Penalty: 4222.739258
	Iteration 26Q: 3 clusters Score -596902.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -596907.750000 Penalty: 4222.739258
	Iteration 27Q: 3 clusters Score -596907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -596910.750000 Penalty: 4222.739258
	Iteration 28Q: 3 clusters Score -596910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -596913.500000 Penalty: 4222.739258
	Iteration 29Q: 3 clusters Score -596913.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -596916.625000 Penalty: 4222.739258
	Iteration 30Q: 3 clusters Score -596916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -596920.312500 Penalty: 4222.739258
	Iteration 31Q: 3 clusters Score -596920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -596923.125000 Penalty: 4222.739258
	Iteration 32Q: 3 clusters Score -596923.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -596928.437500 Penalty: 4222.739258
	Iteration 33Q: 3 clusters Score -596928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -596932.250000 Penalty: 4222.739258
	Iteration 34Q: 3 clusters Score -596932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -596933.937500 Penalty: 4222.739258
	Iteration 35Q: 3 clusters Score -596933.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -596935.187500 Penalty: 4222.739258
	Iteration 36Q: 3 clusters Score -596935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -596936.000000 Penalty: 4222.739258
	Iteration 37Q: 3 clusters Score -596936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -596936.562500 Penalty: 4222.739258
	Iteration 38Q: 3 clusters Score -596936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -596939.062500 Penalty: 4222.739258
	Iteration 39Q: 3 clusters Score -596939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -596940.750000 Penalty: 4222.739258
	Iteration 40F: 3 clusters Score -596940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -596940.375000 Penalty: 4222.739258
	Iteration 41Q: 3 clusters Score -596940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -596939.437500 Penalty: 4222.739258
	Iteration 42Q: 3 clusters Score -596939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -596939.437500 Penalty: 4222.739258
	Iteration 43F: 3 clusters Score -596939.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Entering Unmasked Estep 
Score: -1098535.875000 Penalty: 2270.816406
	Iteration 0F: 2 clusters Score -1098536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1091151.125000 Penalty: 4541.632812
	Iteration 0F: 3 clusters Score -1091151 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1093211.250000 Penalty: 4541.632812
	Iteration 1F: 3 clusters Score -1093211 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1093516.625000 Penalty: 4541.632812
	Iteration 2F: 3 clusters Score -1093517 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1093768.375000 Penalty: 4541.632812
	Iteration 3F: 3 clusters Score -1093768 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1093956.000000 Penalty: 4541.632812
	Iteration 4Q: 3 clusters Score -1093956 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1094166.125000 Penalty: 4541.632812
	Iteration 5Q: 3 clusters Score -1094166 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1094404.125000 Penalty: 4541.632812
	Iteration 6Q: 3 clusters Score -1094404 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1094738.375000 Penalty: 4541.632812
	Iteration 7Q: 3 clusters Score -1094738 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1095129.125000 Penalty: 4541.632812
	Iteration 8F: 3 clusters Score -1095129 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1095518.750000 Penalty: 4541.632812
	Iteration 9F: 3 clusters Score -1095519 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1095880.250000 Penalty: 4541.632812
	Iteration 10Q: 3 clusters Score -1095880 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1096204.125000 Penalty: 4541.632812
	Iteration 11Q: 3 clusters Score -1096204 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1096479.125000 Penalty: 4541.632812
	Iteration 12Q: 3 clusters Score -1096479 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1096705.250000 Penalty: 4541.632812
	Iteration 13Q: 3 clusters Score -1096705 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1096870.625000 Penalty: 4541.632812
	Iteration 14Q: 3 clusters Score -1096871 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1096999.375000 Penalty: 4541.632812
	Iteration 15Q: 3 clusters Score -1096999 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1097098.875000 Penalty: 4541.632812
	Iteration 16Q: 3 clusters Score -1097099 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1097205.125000 Penalty: 4541.632812
	Iteration 17Q: 3 clusters Score -1097205 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1097310.250000 Penalty: 4541.632812
	Iteration 18Q: 3 clusters Score -1097310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1097399.375000 Penalty: 4541.632812
	Iteration 19Q: 3 clusters Score -1097399 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1097475.000000 Penalty: 4541.632812
	Iteration 20F: 3 clusters Score -1097475 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1097551.375000 Penalty: 4541.632812
	Iteration 21Q: 3 clusters Score -1097551 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1097639.125000 Penalty: 4541.632812
	Iteration 22Q: 3 clusters Score -1097639 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1097747.875000 Penalty: 4541.632812
	Iteration 23Q: 3 clusters Score -1097748 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1097855.500000 Penalty: 4541.632812
	Iteration 24Q: 3 clusters Score -1097856 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1097964.875000 Penalty: 4541.632812
	Iteration 25Q: 3 clusters Score -1097965 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1098056.375000 Penalty: 4541.632812
	Iteration 26Q: 3 clusters Score -1098056 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1098124.375000 Penalty: 4541.632812
	Iteration 27Q: 3 clusters Score -1098124 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1098190.000000 Penalty: 4541.632812
	Iteration 28Q: 3 clusters Score -1098190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1098230.250000 Penalty: 4541.632812
	Iteration 29Q: 3 clusters Score -1098230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1098249.000000 Penalty: 4541.632812
	Iteration 30Q: 3 clusters Score -1098249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1098260.500000 Penalty: 4541.632812
	Iteration 31Q: 3 clusters Score -1098260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1098265.125000 Penalty: 4541.632812
	Iteration 32Q: 3 clusters Score -1098265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1098271.625000 Penalty: 4541.632812
	Iteration 33Q: 3 clusters Score -1098272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1098275.125000 Penalty: 4541.632812
	Iteration 34Q: 3 clusters Score -1098275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1098274.500000 Penalty: 4541.632812
	Iteration 35Q: 3 clusters Score -1098274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1098274.875000 Penalty: 4541.632812
	Iteration 36Q: 3 clusters Score -1098275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1098276.750000 Penalty: 4541.632812
	Iteration 37Q: 3 clusters Score -1098277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1098276.750000 Penalty: 4541.632812
	Iteration 38F: 3 clusters Score -1098277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Entering Unmasked Estep 
Score: -276718.125000 Penalty: 1941.452271
	Iteration 0F: 2 clusters Score -276718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -273811.375000 Penalty: 3882.904541
	Iteration 0F: 3 clusters Score -273811.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -274355.000000 Penalty: 3882.904541
	Iteration 1F: 3 clusters Score -274355 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -274482.250000 Penalty: 3882.904541
	Iteration 2F: 3 clusters Score -274482.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -274565.125000 Penalty: 3882.904541
	Iteration 3Q: 3 clusters Score -274565.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -274611.468750 Penalty: 3882.904541
	Iteration 4Q: 3 clusters Score -274611.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -274649.562500 Penalty: 3882.904541
	Iteration 5Q: 3 clusters Score -274649.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -274679.000000 Penalty: 3882.904541
	Iteration 6Q: 3 clusters Score -274679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -274707.375000 Penalty: 3882.904541
	Iteration 7Q: 3 clusters Score -274707.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -274737.125000 Penalty: 3882.904541
	Iteration 8Q: 3 clusters Score -274737.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -274766.437500 Penalty: 3882.904541
	Iteration 9Q: 3 clusters Score -274766.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -274796.375000 Penalty: 3882.904541
	Iteration 10Q: 3 clusters Score -274796.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -274839.125000 Penalty: 3882.904541
	Iteration 11Q: 3 clusters Score -274839.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -274890.281250 Penalty: 3882.904541
	Iteration 12Q: 3 clusters Score -274890.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -274950.562500 Penalty: 3882.904541
	Iteration 13Q: 3 clusters Score -274950.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -274997.750000 Penalty: 3882.904541
	Iteration 14Q: 3 clusters Score -274997.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -275050.156250 Penalty: 3882.904541
	Iteration 15Q: 3 clusters Score -275050.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -275094.937500 Penalty: 3882.904541
	Iteration 16Q: 3 clusters Score -275094.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -275127.781250 Penalty: 3882.904541
	Iteration 17Q: 3 clusters Score -275127.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -275150.625000 Penalty: 3882.904541
	Iteration 18Q: 3 clusters Score -275150.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -275182.843750 Penalty: 3882.904541
	Iteration 19Q: 3 clusters Score -275182.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -275207.312500 Penalty: 3882.904541
	Iteration 20F: 3 clusters Score -275207.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -275228.312500 Penalty: 3882.904541
	Iteration 21Q: 3 clusters Score -275228.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -275238.156250 Penalty: 3882.904541
	Iteration 22Q: 3 clusters Score -275238.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -275243.875000 Penalty: 3882.904541
	Iteration 23Q: 3 clusters Score -275243.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275251.500000 Penalty: 3882.904541
	Iteration 24Q: 3 clusters Score -275251.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -275257.906250 Penalty: 3882.904541
	Iteration 25Q: 3 clusters Score -275257.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -275263.500000 Penalty: 3882.904541
	Iteration 26Q: 3 clusters Score -275263.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -275267.062500 Penalty: 3882.904541
	Iteration 27Q: 3 clusters Score -275267.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -275270.468750 Penalty: 3882.904541
	Iteration 28Q: 3 clusters Score -275270.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -275276.531250 Penalty: 3882.904541
	Iteration 29Q: 3 clusters Score -275276.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -275280.156250 Penalty: 3882.904541
	Iteration 30Q: 3 clusters Score -275280.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -275285.750000 Penalty: 3882.904541
	Iteration 31Q: 3 clusters Score -275285.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -275292.406250 Penalty: 3882.904541
	Iteration 32Q: 3 clusters Score -275292.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -275299.156250 Penalty: 3882.904541
	Iteration 33Q: 3 clusters Score -275299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -275307.843750 Penalty: 3882.904541
	Iteration 34Q: 3 clusters Score -275307.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -275317.656250 Penalty: 3882.904541
	Iteration 35Q: 3 clusters Score -275317.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -275325.687500 Penalty: 3882.904541
	Iteration 36Q: 3 clusters Score -275325.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -275332.500000 Penalty: 3882.904541
	Iteration 37Q: 3 clusters Score -275332.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -275335.343750 Penalty: 3882.904541
	Iteration 38Q: 3 clusters Score -275335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -275339.468750 Penalty: 3882.904541
	Iteration 39Q: 3 clusters Score -275339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -275341.437500 Penalty: 3882.904541
	Iteration 40F: 3 clusters Score -275341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -275343.968750 Penalty: 3882.904541
	Iteration 41Q: 3 clusters Score -275344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -275344.031250 Penalty: 3882.904541
	Iteration 42Q: 3 clusters Score -275344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -275344.406250 Penalty: 3882.904541
	Iteration 43Q: 3 clusters Score -275344.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -275344.593750 Penalty: 3882.904541
	Iteration 44Q: 3 clusters Score -275344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -275345.406250 Penalty: 3882.904541
	Iteration 45Q: 3 clusters Score -275345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -275347.531250 Penalty: 3882.904541
	Iteration 46Q: 3 clusters Score -275347.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -275348.656250 Penalty: 3882.904541
	Iteration 47Q: 3 clusters Score -275348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -275348.656250 Penalty: 3882.904541
	Iteration 48F: 3 clusters Score -275348.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Entering Unmasked Estep 
Score: -1561573.125000 Penalty: 2372.694092
	Iteration 0F: 2 clusters Score -1561573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1551179.875000 Penalty: 4745.388184
	Iteration 0F: 3 clusters Score -1551180 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1554825.375000 Penalty: 4745.388184
	Iteration 1F: 3 clusters Score -1554825 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1555514.000000 Penalty: 4745.388184
	Iteration 2F: 3 clusters Score -1555514 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1556164.750000 Penalty: 4745.388184
	Iteration 3F: 3 clusters Score -1556165 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1556770.625000 Penalty: 4745.388184
	Iteration 4F: 3 clusters Score -1556771 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1557335.750000 Penalty: 4745.388184
	Iteration 5F: 3 clusters Score -1557336 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1557778.250000 Penalty: 4745.388184
	Iteration 6F: 3 clusters Score -1557778 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1558152.000000 Penalty: 4745.388184
	Iteration 7Q: 3 clusters Score -1558152 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1558457.500000 Penalty: 4745.388184
	Iteration 8Q: 3 clusters Score -1558458 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1558704.625000 Penalty: 4745.388184
	Iteration 9Q: 3 clusters Score -1558705 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1558877.000000 Penalty: 4745.388184
	Iteration 10Q: 3 clusters Score -1558877 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1559002.250000 Penalty: 4745.388184
	Iteration 11Q: 3 clusters Score -1559002 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1559094.750000 Penalty: 4745.388184
	Iteration 12Q: 3 clusters Score -1559095 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1559168.750000 Penalty: 4745.388184
	Iteration 13Q: 3 clusters Score -1559169 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1559236.750000 Penalty: 4745.388184
	Iteration 14Q: 3 clusters Score -1559237 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1559315.625000 Penalty: 4745.388184
	Iteration 15Q: 3 clusters Score -1559316 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1559392.625000 Penalty: 4745.388184
	Iteration 16Q: 3 clusters Score -1559393 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1559454.375000 Penalty: 4745.388184
	Iteration 17Q: 3 clusters Score -1559454 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1559528.875000 Penalty: 4745.388184
	Iteration 18Q: 3 clusters Score -1559529 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1559595.500000 Penalty: 4745.388184
	Iteration 19Q: 3 clusters Score -1559596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1559650.000000 Penalty: 4745.388184
	Iteration 20F: 3 clusters Score -1559650 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1559711.875000 Penalty: 4745.388184
	Iteration 21Q: 3 clusters Score -1559712 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1559744.375000 Penalty: 4745.388184
	Iteration 22Q: 3 clusters Score -1559744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1559779.875000 Penalty: 4745.388184
	Iteration 23Q: 3 clusters Score -1559780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1559807.500000 Penalty: 4745.388184
	Iteration 24Q: 3 clusters Score -1559808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1559820.000000 Penalty: 4745.388184
	Iteration 25Q: 3 clusters Score -1559820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1559838.750000 Penalty: 4745.388184
	Iteration 26Q: 3 clusters Score -1559839 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1559854.000000 Penalty: 4745.388184
	Iteration 27Q: 3 clusters Score -1559854 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1559867.750000 Penalty: 4745.388184
	Iteration 28Q: 3 clusters Score -1559868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1559876.750000 Penalty: 4745.388184
	Iteration 29Q: 3 clusters Score -1559877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1559889.375000 Penalty: 4745.388184
	Iteration 30Q: 3 clusters Score -1559889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1559898.250000 Penalty: 4745.388184
	Iteration 31Q: 3 clusters Score -1559898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1559905.375000 Penalty: 4745.388184
	Iteration 32Q: 3 clusters Score -1559905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1559911.750000 Penalty: 4745.388184
	Iteration 33Q: 3 clusters Score -1559912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1559921.875000 Penalty: 4745.388184
	Iteration 34Q: 3 clusters Score -1559922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1559929.250000 Penalty: 4745.388184
	Iteration 35Q: 3 clusters Score -1559929 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1559937.000000 Penalty: 4745.388184
	Iteration 36Q: 3 clusters Score -1559937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1559949.875000 Penalty: 4745.388184
	Iteration 37Q: 3 clusters Score -1559950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1559955.250000 Penalty: 4745.388184
	Iteration 38Q: 3 clusters Score -1559955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1559960.125000 Penalty: 4745.388184
	Iteration 39Q: 3 clusters Score -1559960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1559964.000000 Penalty: 4745.388184
	Iteration 40F: 3 clusters Score -1559964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1559972.000000 Penalty: 4745.388184
	Iteration 41Q: 3 clusters Score -1559972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1559971.625000 Penalty: 4745.388184
	Iteration 42Q: 3 clusters Score -1559972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1559976.250000 Penalty: 4745.388184
	Iteration 43Q: 3 clusters Score -1559976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1559978.875000 Penalty: 4745.388184
	Iteration 44Q: 3 clusters Score -1559979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1559985.625000 Penalty: 4745.388184
	Iteration 45Q: 3 clusters Score -1559986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1559986.000000 Penalty: 4745.388184
	Iteration 46Q: 3 clusters Score -1559986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1559987.375000 Penalty: 4745.388184
	Iteration 47Q: 3 clusters Score -1559987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1559988.875000 Penalty: 4745.388184
	Iteration 48Q: 3 clusters Score -1559989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1559990.750000 Penalty: 4745.388184
	Iteration 49Q: 3 clusters Score -1559991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1559989.000000 Penalty: 4745.388184
	Iteration 50Q: 3 clusters Score -1559989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1559992.625000 Penalty: 4745.388184
	Iteration 51Q: 3 clusters Score -1559993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1559997.875000 Penalty: 4745.388184
	Iteration 52Q: 3 clusters Score -1559998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1559997.875000 Penalty: 4745.388184
	Iteration 53Q: 3 clusters Score -1559998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1559998.125000 Penalty: 4745.388184
	Iteration 54Q: 3 clusters Score -1559998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1560001.750000 Penalty: 4745.388184
	Iteration 55Q: 3 clusters Score -1560002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1560002.500000 Penalty: 4745.388184
	Iteration 56Q: 3 clusters Score -1560002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1560000.000000 Penalty: 4745.388184
	Iteration 57Q: 3 clusters Score -1560000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1560001.250000 Penalty: 4745.388184
	Iteration 58Q: 3 clusters Score -1560001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1560002.250000 Penalty: 4745.388184
	Iteration 59Q: 3 clusters Score -1560002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1560006.125000 Penalty: 4745.388184
	Iteration 60F: 3 clusters Score -1560006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1560007.375000 Penalty: 4745.388184
	Iteration 61Q: 3 clusters Score -1560007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1560005.750000 Penalty: 4745.388184
	Iteration 62Q: 3 clusters Score -1560006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1560004.750000 Penalty: 4745.388184
	Iteration 63Q: 3 clusters Score -1560005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1560004.750000 Penalty: 4745.388184
	Iteration 64F: 3 clusters Score -1560005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Entering Unmasked Estep 
Score: -885825.625000 Penalty: 2213.215820
	Iteration 0F: 2 clusters Score -885825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -879674.375000 Penalty: 4426.431641
	Iteration 0F: 3 clusters Score -879674.4 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -881337.250000 Penalty: 4426.431641
	Iteration 1F: 3 clusters Score -881337.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -881606.562500 Penalty: 4426.431641
	Iteration 2F: 3 clusters Score -881606.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -881834.062500 Penalty: 4426.431641
	Iteration 3F: 3 clusters Score -881834.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -882019.375000 Penalty: 4426.431641
	Iteration 4Q: 3 clusters Score -882019.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -882178.812500 Penalty: 4426.431641
	Iteration 5Q: 3 clusters Score -882178.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -882326.937500 Penalty: 4426.431641
	Iteration 6Q: 3 clusters Score -882326.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -882453.125000 Penalty: 4426.431641
	Iteration 7Q: 3 clusters Score -882453.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -882585.000000 Penalty: 4426.431641
	Iteration 8Q: 3 clusters Score -882585 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -882693.250000 Penalty: 4426.431641
	Iteration 9Q: 3 clusters Score -882693.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -882801.250000 Penalty: 4426.431641
	Iteration 10Q: 3 clusters Score -882801.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -882901.937500 Penalty: 4426.431641
	Iteration 11Q: 3 clusters Score -882901.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -883013.937500 Penalty: 4426.431641
	Iteration 12Q: 3 clusters Score -883013.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -883110.062500 Penalty: 4426.431641
	Iteration 13Q: 3 clusters Score -883110.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -883201.875000 Penalty: 4426.431641
	Iteration 14Q: 3 clusters Score -883201.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -883270.000000 Penalty: 4426.431641
	Iteration 15Q: 3 clusters Score -883270 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -883329.625000 Penalty: 4426.431641
	Iteration 16Q: 3 clusters Score -883329.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -883388.312500 Penalty: 4426.431641
	Iteration 17Q: 3 clusters Score -883388.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -883435.687500 Penalty: 4426.431641
	Iteration 18Q: 3 clusters Score -883435.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -883480.250000 Penalty: 4426.431641
	Iteration 19Q: 3 clusters Score -883480.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -883530.500000 Penalty: 4426.431641
	Iteration 20F: 3 clusters Score -883530.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -883592.250000 Penalty: 4426.431641
	Iteration 21Q: 3 clusters Score -883592.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -883661.312500 Penalty: 4426.431641
	Iteration 22Q: 3 clusters Score -883661.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -883721.500000 Penalty: 4426.431641
	Iteration 23Q: 3 clusters Score -883721.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -883774.562500 Penalty: 4426.431641
	Iteration 24Q: 3 clusters Score -883774.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -883815.250000 Penalty: 4426.431641
	Iteration 25Q: 3 clusters Score -883815.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -883869.375000 Penalty: 4426.431641
	Iteration 26Q: 3 clusters Score -883869.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -883917.000000 Penalty: 4426.431641
	Iteration 27Q: 3 clusters Score -883917 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -883957.937500 Penalty: 4426.431641
	Iteration 28Q: 3 clusters Score -883957.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -883994.125000 Penalty: 4426.431641
	Iteration 29Q: 3 clusters Score -883994.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -884029.437500 Penalty: 4426.431641
	Iteration 30Q: 3 clusters Score -884029.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -884067.062500 Penalty: 4426.431641
	Iteration 31Q: 3 clusters Score -884067.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -884093.812500 Penalty: 4426.431641
	Iteration 32Q: 3 clusters Score -884093.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -884116.750000 Penalty: 4426.431641
	Iteration 33Q: 3 clusters Score -884116.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -884142.375000 Penalty: 4426.431641
	Iteration 34Q: 3 clusters Score -884142.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -884155.687500 Penalty: 4426.431641
	Iteration 35Q: 3 clusters Score -884155.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -884172.375000 Penalty: 4426.431641
	Iteration 36Q: 3 clusters Score -884172.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -884182.000000 Penalty: 4426.431641
	Iteration 37Q: 3 clusters Score -884182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -884188.125000 Penalty: 4426.431641
	Iteration 38Q: 3 clusters Score -884188.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -884195.000000 Penalty: 4426.431641
	Iteration 39Q: 3 clusters Score -884195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -884202.000000 Penalty: 4426.431641
	Iteration 40F: 3 clusters Score -884202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -884208.000000 Penalty: 4426.431641
	Iteration 41Q: 3 clusters Score -884208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -884212.062500 Penalty: 4426.431641
	Iteration 42Q: 3 clusters Score -884212.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -884215.812500 Penalty: 4426.431641
	Iteration 43Q: 3 clusters Score -884215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -884219.937500 Penalty: 4426.431641
	Iteration 44Q: 3 clusters Score -884219.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -884223.062500 Penalty: 4426.431641
	Iteration 45Q: 3 clusters Score -884223.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -884229.437500 Penalty: 4426.431641
	Iteration 46Q: 3 clusters Score -884229.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -884236.250000 Penalty: 4426.431641
	Iteration 47Q: 3 clusters Score -884236.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -884244.500000 Penalty: 4426.431641
	Iteration 48Q: 3 clusters Score -884244.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -884249.937500 Penalty: 4426.431641
	Iteration 49Q: 3 clusters Score -884249.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -884256.125000 Penalty: 4426.431641
	Iteration 50Q: 3 clusters Score -884256.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -884261.000000 Penalty: 4426.431641
	Iteration 51Q: 3 clusters Score -884261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -884265.812500 Penalty: 4426.431641
	Iteration 52Q: 3 clusters Score -884265.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -884273.312500 Penalty: 4426.431641
	Iteration 53Q: 3 clusters Score -884273.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -884279.250000 Penalty: 4426.431641
	Iteration 54Q: 3 clusters Score -884279.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -884286.687500 Penalty: 4426.431641
	Iteration 55Q: 3 clusters Score -884286.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -884297.312500 Penalty: 4426.431641
	Iteration 56Q: 3 clusters Score -884297.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -884303.812500 Penalty: 4426.431641
	Iteration 57Q: 3 clusters Score -884303.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -884310.312500 Penalty: 4426.431641
	Iteration 58Q: 3 clusters Score -884310.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -884315.875000 Penalty: 4426.431641
	Iteration 59Q: 3 clusters Score -884315.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -884322.375000 Penalty: 4426.431641
	Iteration 60F: 3 clusters Score -884322.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -884324.625000 Penalty: 4426.431641
	Iteration 61Q: 3 clusters Score -884324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -884331.500000 Penalty: 4426.431641
	Iteration 62Q: 3 clusters Score -884331.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -884334.687500 Penalty: 4426.431641
	Iteration 63Q: 3 clusters Score -884334.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -884338.062500 Penalty: 4426.431641
	Iteration 64Q: 3 clusters Score -884338.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -884343.187500 Penalty: 4426.431641
	Iteration 65Q: 3 clusters Score -884343.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -884346.125000 Penalty: 4426.431641
	Iteration 66Q: 3 clusters Score -884346.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -884358.687500 Penalty: 4426.431641
	Iteration 67Q: 3 clusters Score -884358.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -884369.250000 Penalty: 4426.431641
	Iteration 68Q: 3 clusters Score -884369.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -884383.937500 Penalty: 4426.431641
	Iteration 69Q: 3 clusters Score -884383.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -884397.562500 Penalty: 4426.431641
	Iteration 70Q: 3 clusters Score -884397.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -884410.625000 Penalty: 4426.431641
	Iteration 71Q: 3 clusters Score -884410.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -884428.312500 Penalty: 4426.431641
	Iteration 72Q: 3 clusters Score -884428.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -884457.062500 Penalty: 4426.431641
	Iteration 73Q: 3 clusters Score -884457.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -884479.375000 Penalty: 4426.431641
	Iteration 74Q: 3 clusters Score -884479.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -884496.562500 Penalty: 4426.431641
	Iteration 75Q: 3 clusters Score -884496.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -884515.562500 Penalty: 4426.431641
	Iteration 76Q: 3 clusters Score -884515.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -884539.250000 Penalty: 4426.431641
	Iteration 77Q: 3 clusters Score -884539.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -884557.875000 Penalty: 4426.431641
	Iteration 78Q: 3 clusters Score -884557.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -884577.875000 Penalty: 4426.431641
	Iteration 79Q: 3 clusters Score -884577.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -884591.312500 Penalty: 4426.431641
	Iteration 80F: 3 clusters Score -884591.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -884610.000000 Penalty: 4426.431641
	Iteration 81Q: 3 clusters Score -884610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -884621.937500 Penalty: 4426.431641
	Iteration 82Q: 3 clusters Score -884621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -884631.625000 Penalty: 4426.431641
	Iteration 83Q: 3 clusters Score -884631.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -884639.687500 Penalty: 4426.431641
	Iteration 84Q: 3 clusters Score -884639.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -884641.812500 Penalty: 4426.431641
	Iteration 85Q: 3 clusters Score -884641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -884645.437500 Penalty: 4426.431641
	Iteration 86Q: 3 clusters Score -884645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -884645.812500 Penalty: 4426.431641
	Iteration 87Q: 3 clusters Score -884645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -884650.062500 Penalty: 4426.431641
	Iteration 88Q: 3 clusters Score -884650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -884655.000000 Penalty: 4426.431641
	Iteration 89Q: 3 clusters Score -884655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -884657.375000 Penalty: 4426.431641
	Iteration 90Q: 3 clusters Score -884657.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -884661.312500 Penalty: 4426.431641
	Iteration 91Q: 3 clusters Score -884661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -884665.062500 Penalty: 4426.431641
	Iteration 92Q: 3 clusters Score -884665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -884666.125000 Penalty: 4426.431641
	Iteration 93Q: 3 clusters Score -884666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -884668.312500 Penalty: 4426.431641
	Iteration 94Q: 3 clusters Score -884668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -884667.875000 Penalty: 4426.431641
	Iteration 95Q: 3 clusters Score -884667.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -884668.812500 Penalty: 4426.431641
	Iteration 96Q: 3 clusters Score -884668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -884669.625000 Penalty: 4426.431641
	Iteration 97Q: 3 clusters Score -884669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -884670.687500 Penalty: 4426.431641
	Iteration 98Q: 3 clusters Score -884670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -884673.375000 Penalty: 4426.431641
	Iteration 99Q: 3 clusters Score -884673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -884673.500000 Penalty: 4426.431641
	Iteration 100F: 3 clusters Score -884673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -884672.875000 Penalty: 4426.431641
	Iteration 101Q: 3 clusters Score -884672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -884672.875000 Penalty: 4426.431641
	Iteration 102F: 3 clusters Score -884672.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Entering Unmasked Estep 
Score: -992164.375000 Penalty: 2290.554199
	Iteration 0F: 2 clusters Score -992164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -984353.187500 Penalty: 4581.108398
	Iteration 0F: 3 clusters Score -984353.2 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -986891.000000 Penalty: 4581.108398
	Iteration 1F: 3 clusters Score -986891 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -987515.187500 Penalty: 4581.108398
	Iteration 2F: 3 clusters Score -987515.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -988085.562500 Penalty: 4581.108398
	Iteration 3F: 3 clusters Score -988085.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -988535.250000 Penalty: 4581.108398
	Iteration 4F: 3 clusters Score -988535.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -988928.187500 Penalty: 4581.108398
	Iteration 5F: 3 clusters Score -988928.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -989227.000000 Penalty: 4581.108398
	Iteration 6Q: 3 clusters Score -989227 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -989411.312500 Penalty: 4581.108398
	Iteration 7Q: 3 clusters Score -989411.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -989532.500000 Penalty: 4581.108398
	Iteration 8Q: 3 clusters Score -989532.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -989610.125000 Penalty: 4581.108398
	Iteration 9Q: 3 clusters Score -989610.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -989663.187500 Penalty: 4581.108398
	Iteration 10Q: 3 clusters Score -989663.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -989712.812500 Penalty: 4581.108398
	Iteration 11Q: 3 clusters Score -989712.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -989757.437500 Penalty: 4581.108398
	Iteration 12Q: 3 clusters Score -989757.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -989797.500000 Penalty: 4581.108398
	Iteration 13Q: 3 clusters Score -989797.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -989837.000000 Penalty: 4581.108398
	Iteration 14Q: 3 clusters Score -989837 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -989872.625000 Penalty: 4581.108398
	Iteration 15Q: 3 clusters Score -989872.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -989893.500000 Penalty: 4581.108398
	Iteration 16Q: 3 clusters Score -989893.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -989908.750000 Penalty: 4581.108398
	Iteration 17Q: 3 clusters Score -989908.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -989919.437500 Penalty: 4581.108398
	Iteration 18Q: 3 clusters Score -989919.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -989927.312500 Penalty: 4581.108398
	Iteration 19Q: 3 clusters Score -989927.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -989933.875000 Penalty: 4581.108398
	Iteration 20F: 3 clusters Score -989933.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -989942.125000 Penalty: 4581.108398
	Iteration 21Q: 3 clusters Score -989942.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -989947.375000 Penalty: 4581.108398
	Iteration 22Q: 3 clusters Score -989947.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -989951.312500 Penalty: 4581.108398
	Iteration 23Q: 3 clusters Score -989951.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -989955.875000 Penalty: 4581.108398
	Iteration 24Q: 3 clusters Score -989955.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -989960.000000 Penalty: 4581.108398
	Iteration 25Q: 3 clusters Score -989960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -989963.687500 Penalty: 4581.108398
	Iteration 26Q: 3 clusters Score -989963.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -989972.000000 Penalty: 4581.108398
	Iteration 27Q: 3 clusters Score -989972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -989975.125000 Penalty: 4581.108398
	Iteration 28Q: 3 clusters Score -989975.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -989979.250000 Penalty: 4581.108398
	Iteration 29Q: 3 clusters Score -989979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -989980.812500 Penalty: 4581.108398
	Iteration 30Q: 3 clusters Score -989980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -989979.625000 Penalty: 4581.108398
	Iteration 31Q: 3 clusters Score -989979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -989981.437500 Penalty: 4581.108398
	Iteration 32Q: 3 clusters Score -989981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -989980.250000 Penalty: 4581.108398
	Iteration 33Q: 3 clusters Score -989980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -989983.437500 Penalty: 4581.108398
	Iteration 34Q: 3 clusters Score -989983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -989983.500000 Penalty: 4581.108398
	Iteration 35Q: 3 clusters Score -989983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -989984.500000 Penalty: 4581.108398
	Iteration 36Q: 3 clusters Score -989984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -989986.187500 Penalty: 4581.108398
	Iteration 37Q: 3 clusters Score -989986.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -989987.625000 Penalty: 4581.108398
	Iteration 38Q: 3 clusters Score -989987.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -989986.437500 Penalty: 4581.108398
	Iteration 39Q: 3 clusters Score -989986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -989986.125000 Penalty: 4581.108398
	Iteration 40F: 3 clusters Score -989986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -989987.125000 Penalty: 4581.108398
	Iteration 41Q: 3 clusters Score -989987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -989987.125000 Penalty: 4581.108398
	Iteration 42F: 3 clusters Score -989987.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Entering Unmasked Estep 
Score: -1149623.625000 Penalty: 2300.827881
	Iteration 0F: 2 clusters Score -1149624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1141502.375000 Penalty: 4601.655762
	Iteration 0F: 3 clusters Score -1141502 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1144003.125000 Penalty: 4601.655762
	Iteration 1F: 3 clusters Score -1144003 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1144514.250000 Penalty: 4601.655762
	Iteration 2F: 3 clusters Score -1144514 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1145039.875000 Penalty: 4601.655762
	Iteration 3F: 3 clusters Score -1145040 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1145534.500000 Penalty: 4601.655762
	Iteration 4F: 3 clusters Score -1145534 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1145988 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1146429.500000 Penalty: 4601.655762
	Iteration 6F: 3 clusters Score -1146430 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1146831.375000 Penalty: 4601.655762
	Iteration 7F: 3 clusters Score -1146831 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1147092.500000 Penalty: 4601.655762
	Iteration 8Q: 3 clusters Score -1147092 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1147285.750000 Penalty: 4601.655762
	Iteration 9Q: 3 clusters Score -1147286 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1147425 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1147522.750000 Penalty: 4601.655762
	Iteration 11Q: 3 clusters Score -1147523 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1147596.250000 Penalty: 4601.655762
	Iteration 12Q: 3 clusters Score -1147596 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1147654.500000 Penalty: 4601.655762
	Iteration 13Q: 3 clusters Score -1147654 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1147694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1147733.500000 Penalty: 4601.655762
	Iteration 15Q: 3 clusters Score -1147734 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1147774.625000 Penalty: 4601.655762
	Iteration 16Q: 3 clusters Score -1147775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1147816 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1147864 nChanged 142
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Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1147930 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1147984 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1148035.750000 Penalty: 4601.655762
	Iteration 21Q: 3 clusters Score -1148036 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1148088 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1148146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1148196 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1148247.625000 Penalty: 4601.655762
	Iteration 25Q: 3 clusters Score -1148248 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1148290 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1148333 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1148374 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1148417 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1148460 nChanged 107
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Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1148498 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1148539 nChanged 108
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Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1148594 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1148644 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1148697 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1148737 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1148778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1148800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1148817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1148835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1148852 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1148860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1148868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1148874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1148883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1148887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1148890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1148898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1148902.250000 Penalty: 4601.655762
	Iteration 49Q: 3 clusters Score -1148902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1148905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1148908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1148909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1148916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1148919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1148926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1148930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1148935 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6631 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1148943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1148949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1148954 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1148954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1148959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1148963 nChanged 18
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Mstep: Class 1 contains 6745 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1148966 nChanged 20
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Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1148969 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6794 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1148979 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1148986 nChanged 29
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Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1148995 nChanged 21
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Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1148999 nChanged 18
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Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1149006 nChanged 12
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Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1149002 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1149005 nChanged 7
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Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1149009 nChanged 8
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Mstep: Class 1 contains 6930 members 
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	Iteration 74Q: 3 clusters Score -1149009 nChanged 7
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Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1149008 nChanged 9
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Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1149010 nChanged 12
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Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1149016 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1149020 nChanged 11
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Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1149018 nChanged 16
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Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1149022.125000 Penalty: 4601.655762
	Iteration 80F: 3 clusters Score -1149022 nChanged 14
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Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1149026 nChanged 9
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Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1149025 nChanged 8
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Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3666 members 
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	Iteration 83Q: 3 clusters Score -1149030 nChanged 10
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Mstep: Class 1 contains 7037 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1149028 nChanged 7
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Mstep: Class 1 contains 7044 members 
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Score: -1149031.625000 Penalty: 4601.655762
	Iteration 85Q: 3 clusters Score -1149032 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3644 members 
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	Iteration 86Q: 3 clusters Score -1149030 nChanged 10
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Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1149036 nChanged 5
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Mstep: Class 1 contains 7066 members 
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	Iteration 88Q: 3 clusters Score -1149035 nChanged 2
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Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3627 members 
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	Iteration 89Q: 3 clusters Score -1149035 nChanged 2
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Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3625 members 
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	Iteration 90Q: 3 clusters Score -1149037 nChanged 1
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Mstep: Class 1 contains 7071 members 
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	Iteration 91Q: 3 clusters Score -1149035 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7073 members 
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	Iteration 92Q: 3 clusters Score -1149036 nChanged 4
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Mstep: Class 1 contains 7077 members 
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Entering Unmasked Estep 
Score: -1149039.000000 Penalty: 4601.655762
	Iteration 93Q: 3 clusters Score -1149039 nChanged 3
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Mstep: Class 1 contains 7080 members 
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	Iteration 94Q: 3 clusters Score -1149038 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7082 members 
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Entering Unmasked Estep 
Score: -1149040.500000 Penalty: 4601.655762
	Iteration 95Q: 3 clusters Score -1149040 nChanged 5
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Mstep: Class 1 contains 7087 members 
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Entering Unmasked Estep 
Score: -1149041.500000 Penalty: 4601.655762
	Iteration 96Q: 3 clusters Score -1149042 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1149041.500000 Penalty: 4601.655762
	Iteration 97Q: 3 clusters Score -1149042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1149039.500000 Penalty: 4601.655762
	Iteration 98Q: 3 clusters Score -1149040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1149041.500000 Penalty: 4601.655762
	Iteration 99Q: 3 clusters Score -1149042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1149041.500000 Penalty: 4601.655762
	Iteration 100F: 3 clusters Score -1149042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Entering Unmasked Estep 
Score: -2325559.250000 Penalty: 2448.280762
	Iteration 0F: 2 clusters Score -2325559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2311941.500000 Penalty: 4896.561523
	Iteration 0F: 3 clusters Score -2311942 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2316536.000000 Penalty: 4896.561523
	Iteration 1F: 3 clusters Score -2316536 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2316959.750000 Penalty: 4896.561523
	Iteration 2F: 3 clusters Score -2316960 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2317322.000000 Penalty: 4896.561523
	Iteration 3Q: 3 clusters Score -2317322 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2317656.500000 Penalty: 4896.561523
	Iteration 4Q: 3 clusters Score -2317656 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2318025.500000 Penalty: 4896.561523
	Iteration 5Q: 3 clusters Score -2318026 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2318407.500000 Penalty: 4896.561523
	Iteration 6Q: 3 clusters Score -2318408 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2318858.250000 Penalty: 4896.561523
	Iteration 7Q: 3 clusters Score -2318858 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2319362.500000 Penalty: 4896.561523
	Iteration 8Q: 3 clusters Score -2319362 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2319959.500000 Penalty: 4896.561523
	Iteration 9Q: 3 clusters Score -2319960 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -2320541.500000 Penalty: 4896.561523
	Iteration 10Q: 3 clusters Score -2320542 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2321135.000000 Penalty: 4896.561523
	Iteration 11Q: 3 clusters Score -2321135 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2321648.000000 Penalty: 4896.561523
	Iteration 12Q: 3 clusters Score -2321648 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2322073.500000 Penalty: 4896.561523
	Iteration 13Q: 3 clusters Score -2322074 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2322420.250000 Penalty: 4896.561523
	Iteration 14Q: 3 clusters Score -2322420 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2322680.750000 Penalty: 4896.561523
	Iteration 15Q: 3 clusters Score -2322681 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2322870.750000 Penalty: 4896.561523
	Iteration 16Q: 3 clusters Score -2322871 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2323005.250000 Penalty: 4896.561523
	Iteration 17Q: 3 clusters Score -2323005 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2323102.000000 Penalty: 4896.561523
	Iteration 18Q: 3 clusters Score -2323102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2323178.750000 Penalty: 4896.561523
	Iteration 19Q: 3 clusters Score -2323179 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2323256.250000 Penalty: 4896.561523
	Iteration 20F: 3 clusters Score -2323256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2323297.000000 Penalty: 4896.561523
	Iteration 21Q: 3 clusters Score -2323297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2323324.000000 Penalty: 4896.561523
	Iteration 22Q: 3 clusters Score -2323324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2323342.750000 Penalty: 4896.561523
	Iteration 23Q: 3 clusters Score -2323343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2323352.250000 Penalty: 4896.561523
	Iteration 24Q: 3 clusters Score -2323352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2323367.500000 Penalty: 4896.561523
	Iteration 25Q: 3 clusters Score -2323368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2323375.250000 Penalty: 4896.561523
	Iteration 26Q: 3 clusters Score -2323375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2323397.750000 Penalty: 4896.561523
	Iteration 27Q: 3 clusters Score -2323398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2323410.500000 Penalty: 4896.561523
	Iteration 28Q: 3 clusters Score -2323410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2323424.500000 Penalty: 4896.561523
	Iteration 29Q: 3 clusters Score -2323424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2323437.000000 Penalty: 4896.561523
	Iteration 30Q: 3 clusters Score -2323437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2323442.500000 Penalty: 4896.561523
	Iteration 31Q: 3 clusters Score -2323442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2323452.000000 Penalty: 4896.561523
	Iteration 32Q: 3 clusters Score -2323452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2323456.500000 Penalty: 4896.561523
	Iteration 33Q: 3 clusters Score -2323456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2323457.750000 Penalty: 4896.561523
	Iteration 34Q: 3 clusters Score -2323458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2323458.000000 Penalty: 4896.561523
	Iteration 35Q: 3 clusters Score -2323458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2323459.500000 Penalty: 4896.561523
	Iteration 36Q: 3 clusters Score -2323460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2323461.000000 Penalty: 4896.561523
	Iteration 37Q: 3 clusters Score -2323461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2323462.250000 Penalty: 4896.561523
	Iteration 38Q: 3 clusters Score -2323462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2323462.000000 Penalty: 4896.561523
	Iteration 39Q: 3 clusters Score -2323462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2323460.500000 Penalty: 4896.561523
	Iteration 40F: 3 clusters Score -2323460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1811920.750000 Penalty: 2384.405518
	Iteration 0F: 2 clusters Score -1811921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1801030.000000 Penalty: 4768.811035
	Iteration 0F: 3 clusters Score -1801030 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1804565.125000 Penalty: 4768.811035
	Iteration 1F: 3 clusters Score -1804565 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1805227.250000 Penalty: 4768.811035
	Iteration 2F: 3 clusters Score -1805227 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1806021.000000 Penalty: 4768.811035
	Iteration 3F: 3 clusters Score -1806021 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1806808.875000 Penalty: 4768.811035
	Iteration 4F: 3 clusters Score -1806809 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1807533.750000 Penalty: 4768.811035
	Iteration 5F: 3 clusters Score -1807534 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1808158.875000 Penalty: 4768.811035
	Iteration 6F: 3 clusters Score -1808159 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1808710.750000 Penalty: 4768.811035
	Iteration 7F: 3 clusters Score -1808711 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1809201.625000 Penalty: 4768.811035
	Iteration 8Q: 3 clusters Score -1809202 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1809645.125000 Penalty: 4768.811035
	Iteration 9Q: 3 clusters Score -1809645 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1810016.875000 Penalty: 4768.811035
	Iteration 10Q: 3 clusters Score -1810017 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1810306.750000 Penalty: 4768.811035
	Iteration 11Q: 3 clusters Score -1810307 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1810560.750000 Penalty: 4768.811035
	Iteration 12Q: 3 clusters Score -1810561 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1810742.500000 Penalty: 4768.811035
	Iteration 13Q: 3 clusters Score -1810742 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1810876.500000 Penalty: 4768.811035
	Iteration 14Q: 3 clusters Score -1810876 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1810960.875000 Penalty: 4768.811035
	Iteration 15Q: 3 clusters Score -1810961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1811018.125000 Penalty: 4768.811035
	Iteration 16Q: 3 clusters Score -1811018 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1811055.625000 Penalty: 4768.811035
	Iteration 17Q: 3 clusters Score -1811056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1811076.500000 Penalty: 4768.811035
	Iteration 18Q: 3 clusters Score -1811076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1811096.000000 Penalty: 4768.811035
	Iteration 19Q: 3 clusters Score -1811096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1811103.375000 Penalty: 4768.811035
	Iteration 20F: 3 clusters Score -1811103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1811112.750000 Penalty: 4768.811035
	Iteration 21Q: 3 clusters Score -1811113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1811119.375000 Penalty: 4768.811035
	Iteration 22Q: 3 clusters Score -1811119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1811125.500000 Penalty: 4768.811035
	Iteration 23Q: 3 clusters Score -1811126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1811132.250000 Penalty: 4768.811035
	Iteration 24Q: 3 clusters Score -1811132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1811138.000000 Penalty: 4768.811035
	Iteration 25Q: 3 clusters Score -1811138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1811140.875000 Penalty: 4768.811035
	Iteration 26Q: 3 clusters Score -1811141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1811141.125000 Penalty: 4768.811035
	Iteration 27Q: 3 clusters Score -1811141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1811144.500000 Penalty: 4768.811035
	Iteration 28Q: 3 clusters Score -1811144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1811145.875000 Penalty: 4768.811035
	Iteration 29Q: 3 clusters Score -1811146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1811145.500000 Penalty: 4768.811035
	Iteration 30Q: 3 clusters Score -1811146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1811147.375000 Penalty: 4768.811035
	Iteration 31Q: 3 clusters Score -1811147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1811150.250000 Penalty: 4768.811035
	Iteration 32Q: 3 clusters Score -1811150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1811150.125000 Penalty: 4768.811035
	Iteration 33Q: 3 clusters Score -1811150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1811151.625000 Penalty: 4768.811035
	Iteration 34Q: 3 clusters Score -1811152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1811149.750000 Penalty: 4768.811035
	Iteration 35Q: 3 clusters Score -1811150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1811149.500000 Penalty: 4768.811035
	Iteration 36Q: 3 clusters Score -1811150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1811151.875000 Penalty: 4768.811035
	Iteration 37Q: 3 clusters Score -1811152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1811151.875000 Penalty: 4768.811035
	Iteration 38F: 3 clusters Score -1811152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -301078.281250 Penalty: 1939.568481
	Iteration 0F: 2 clusters Score -301078.3 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 1247 members 
Entering Unmasked Estep 
Score: -298108.250000 Penalty: 3879.136963
	Iteration 0F: 3 clusters Score -298108.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -298678.625000 Penalty: 3879.136963
	Iteration 1F: 3 clusters Score -298678.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -298820.281250 Penalty: 3879.136963
	Iteration 2F: 3 clusters Score -298820.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -298905.468750 Penalty: 3879.136963
	Iteration 3Q: 3 clusters Score -298905.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -298961.531250 Penalty: 3879.136963
	Iteration 4Q: 3 clusters Score -298961.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -298997.250000 Penalty: 3879.136963
	Iteration 5Q: 3 clusters Score -298997.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -299030.250000 Penalty: 3879.136963
	Iteration 6Q: 3 clusters Score -299030.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -299051.656250 Penalty: 3879.136963
	Iteration 7Q: 3 clusters Score -299051.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -299070.156250 Penalty: 3879.136963
	Iteration 8Q: 3 clusters Score -299070.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -299083.718750 Penalty: 3879.136963
	Iteration 9Q: 3 clusters Score -299083.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -299092.718750 Penalty: 3879.136963
	Iteration 10Q: 3 clusters Score -299092.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -299105.843750 Penalty: 3879.136963
	Iteration 11Q: 3 clusters Score -299105.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -299116.437500 Penalty: 3879.136963
	Iteration 12Q: 3 clusters Score -299116.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -299127.625000 Penalty: 3879.136963
	Iteration 13Q: 3 clusters Score -299127.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -299143.250000 Penalty: 3879.136963
	Iteration 14Q: 3 clusters Score -299143.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -299155.468750 Penalty: 3879.136963
	Iteration 15Q: 3 clusters Score -299155.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -299173.156250 Penalty: 3879.136963
	Iteration 16Q: 3 clusters Score -299173.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -299185.718750 Penalty: 3879.136963
	Iteration 17Q: 3 clusters Score -299185.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -299192.187500 Penalty: 3879.136963
	Iteration 18Q: 3 clusters Score -299192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -299196.437500 Penalty: 3879.136963
	Iteration 19Q: 3 clusters Score -299196.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -299200.031250 Penalty: 3879.136963
	Iteration 20F: 3 clusters Score -299200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -299206.093750 Penalty: 3879.136963
	Iteration 21Q: 3 clusters Score -299206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -299210.843750 Penalty: 3879.136963
	Iteration 22Q: 3 clusters Score -299210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -299212.531250 Penalty: 3879.136963
	Iteration 23Q: 3 clusters Score -299212.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -299214.531250 Penalty: 3879.136963
	Iteration 24Q: 3 clusters Score -299214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -299215.718750 Penalty: 3879.136963
	Iteration 25Q: 3 clusters Score -299215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -299219.218750 Penalty: 3879.136963
	Iteration 26Q: 3 clusters Score -299219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -299222.562500 Penalty: 3879.136963
	Iteration 27Q: 3 clusters Score -299222.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -299226.687500 Penalty: 3879.136963
	Iteration 28Q: 3 clusters Score -299226.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -299233.593750 Penalty: 3879.136963
	Iteration 29Q: 3 clusters Score -299233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -299238.718750 Penalty: 3879.136963
	Iteration 30Q: 3 clusters Score -299238.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -299244.593750 Penalty: 3879.136963
	Iteration 31Q: 3 clusters Score -299244.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -299247.281250 Penalty: 3879.136963
	Iteration 32Q: 3 clusters Score -299247.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -299251.812500 Penalty: 3879.136963
	Iteration 33Q: 3 clusters Score -299251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -299255.125000 Penalty: 3879.136963
	Iteration 34Q: 3 clusters Score -299255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -299257.281250 Penalty: 3879.136963
	Iteration 35Q: 3 clusters Score -299257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -299260.468750 Penalty: 3879.136963
	Iteration 36Q: 3 clusters Score -299260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -299261.250000 Penalty: 3879.136963
	Iteration 37Q: 3 clusters Score -299261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -299262.250000 Penalty: 3879.136963
	Iteration 38Q: 3 clusters Score -299262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -299264.468750 Penalty: 3879.136963
	Iteration 39Q: 3 clusters Score -299264.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -299266.250000 Penalty: 3879.136963
	Iteration 40F: 3 clusters Score -299266.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -299267.281250 Penalty: 3879.136963
	Iteration 41Q: 3 clusters Score -299267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -299268.437500 Penalty: 3879.136963
	Iteration 42Q: 3 clusters Score -299268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -299270.437500 Penalty: 3879.136963
	Iteration 43Q: 3 clusters Score -299270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -299272.406250 Penalty: 3879.136963
	Iteration 44Q: 3 clusters Score -299272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -299272.468750 Penalty: 3879.136963
	Iteration 45Q: 3 clusters Score -299272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -299272.468750 Penalty: 3879.136963
	Iteration 46F: 3 clusters Score -299272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -1108822.500000 Penalty: 2318.069580
	Iteration 0F: 2 clusters Score -1108822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1100285.750000 Penalty: 4636.139160
	Iteration 0F: 3 clusters Score -1100286 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1102940.625000 Penalty: 4636.139160
	Iteration 1F: 3 clusters Score -1102941 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1103524.375000 Penalty: 4636.139160
	Iteration 2F: 3 clusters Score -1103524 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1104110.500000 Penalty: 4636.139160
	Iteration 3F: 3 clusters Score -1104110 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1104767.125000 Penalty: 4636.139160
	Iteration 4F: 3 clusters Score -1104767 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1105471.750000 Penalty: 4636.139160
	Iteration 5F: 3 clusters Score -1105472 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1106131.875000 Penalty: 4636.139160
	Iteration 6F: 3 clusters Score -1106132 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1106647.500000 Penalty: 4636.139160
	Iteration 7F: 3 clusters Score -1106648 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1107043.625000 Penalty: 4636.139160
	Iteration 8Q: 3 clusters Score -1107044 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1107299.750000 Penalty: 4636.139160
	Iteration 9Q: 3 clusters Score -1107300 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1107479.625000 Penalty: 4636.139160
	Iteration 10Q: 3 clusters Score -1107480 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1107592.250000 Penalty: 4636.139160
	Iteration 11Q: 3 clusters Score -1107592 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1107674.625000 Penalty: 4636.139160
	Iteration 12Q: 3 clusters Score -1107675 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1107729.375000 Penalty: 4636.139160
	Iteration 13Q: 3 clusters Score -1107729 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1107777.125000 Penalty: 4636.139160
	Iteration 14Q: 3 clusters Score -1107777 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1107807.500000 Penalty: 4636.139160
	Iteration 15Q: 3 clusters Score -1107808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1107833.250000 Penalty: 4636.139160
	Iteration 16Q: 3 clusters Score -1107833 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1107848.500000 Penalty: 4636.139160
	Iteration 17Q: 3 clusters Score -1107848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1107859.250000 Penalty: 4636.139160
	Iteration 18Q: 3 clusters Score -1107859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1107863.000000 Penalty: 4636.139160
	Iteration 19Q: 3 clusters Score -1107863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1107866.375000 Penalty: 4636.139160
	Iteration 20F: 3 clusters Score -1107866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1107869.000000 Penalty: 4636.139160
	Iteration 21Q: 3 clusters Score -1107869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1107877.875000 Penalty: 4636.139160
	Iteration 22Q: 3 clusters Score -1107878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1107878.500000 Penalty: 4636.139160
	Iteration 23Q: 3 clusters Score -1107878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1107880.250000 Penalty: 4636.139160
	Iteration 24Q: 3 clusters Score -1107880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1107880.625000 Penalty: 4636.139160
	Iteration 25Q: 3 clusters Score -1107881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1107883.625000 Penalty: 4636.139160
	Iteration 26Q: 3 clusters Score -1107884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1107883.500000 Penalty: 4636.139160
	Iteration 27Q: 3 clusters Score -1107884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1107881.875000 Penalty: 4636.139160
	Iteration 28Q: 3 clusters Score -1107882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1107883.250000 Penalty: 4636.139160
	Iteration 29Q: 3 clusters Score -1107883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1107886.375000 Penalty: 4636.139160
	Iteration 30Q: 3 clusters Score -1107886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1107885.750000 Penalty: 4636.139160
	Iteration 31Q: 3 clusters Score -1107886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1107882.250000 Penalty: 4636.139160
	Iteration 32Q: 3 clusters Score -1107882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1107886.750000 Penalty: 4636.139160
	Iteration 33Q: 3 clusters Score -1107887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1107885.250000 Penalty: 4636.139160
	Iteration 34Q: 3 clusters Score -1107885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1107889.000000 Penalty: 4636.139160
	Iteration 35Q: 3 clusters Score -1107889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1107887.375000 Penalty: 4636.139160
	Iteration 36Q: 3 clusters Score -1107887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1107888.250000 Penalty: 4636.139160
	Iteration 37Q: 3 clusters Score -1107888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1107889.125000 Penalty: 4636.139160
	Iteration 38Q: 3 clusters Score -1107889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1107888.125000 Penalty: 4636.139160
	Iteration 39Q: 3 clusters Score -1107888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1107888.125000 Penalty: 4636.139160
	Iteration 40F: 3 clusters Score -1107888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -65119.488281 Penalty: 1686.993896
	Iteration 0F: 2 clusters Score -65119.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -63270.574219 Penalty: 3373.987793
	Iteration 0F: 3 clusters Score -63270.57 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -63521.917969 Penalty: 3373.987793
	Iteration 1F: 3 clusters Score -63521.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -63590.527344 Penalty: 3373.987793
	Iteration 2Q: 3 clusters Score -63590.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -63644.371094 Penalty: 3373.987793
	Iteration 3Q: 3 clusters Score -63644.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -63684.679688 Penalty: 3373.987793
	Iteration 4Q: 3 clusters Score -63684.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -63723.945312 Penalty: 3373.987793
	Iteration 5Q: 3 clusters Score -63723.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -63741.812500 Penalty: 3373.987793
	Iteration 6Q: 3 clusters Score -63741.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63755.847656 Penalty: 3373.987793
	Iteration 7Q: 3 clusters Score -63755.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63763.332031 Penalty: 3373.987793
	Iteration 8Q: 3 clusters Score -63763.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -63768.394531 Penalty: 3373.987793
	Iteration 9Q: 3 clusters Score -63768.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -63771.988281 Penalty: 3373.987793
	Iteration 10Q: 3 clusters Score -63771.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -63776.054688 Penalty: 3373.987793
	Iteration 11Q: 3 clusters Score -63776.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -63777.628906 Penalty: 3373.987793
	Iteration 12Q: 3 clusters Score -63777.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -63778.894531 Penalty: 3373.987793
	Iteration 13Q: 3 clusters Score -63778.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -63778.894531 Penalty: 3373.987793
	Iteration 14F: 3 clusters Score -63778.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -394677.218750 Penalty: 2007.632935
	Iteration 0F: 2 clusters Score -394677.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -391285.968750 Penalty: 4015.265869
	Iteration 0F: 3 clusters Score -391286 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -391950.843750 Penalty: 4015.265869
	Iteration 1F: 3 clusters Score -391950.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -392097.718750 Penalty: 4015.265869
	Iteration 2F: 3 clusters Score -392097.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -392178.000000 Penalty: 4015.265869
	Iteration 3Q: 3 clusters Score -392178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -392249.656250 Penalty: 4015.265869
	Iteration 4Q: 3 clusters Score -392249.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -392314.250000 Penalty: 4015.265869
	Iteration 5Q: 3 clusters Score -392314.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -392377.031250 Penalty: 4015.265869
	Iteration 6Q: 3 clusters Score -392377 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -392426.906250 Penalty: 4015.265869
	Iteration 7Q: 3 clusters Score -392426.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -392464.562500 Penalty: 4015.265869
	Iteration 8Q: 3 clusters Score -392464.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -392505.062500 Penalty: 4015.265869
	Iteration 9Q: 3 clusters Score -392505.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -392532.812500 Penalty: 4015.265869
	Iteration 10Q: 3 clusters Score -392532.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -392555.125000 Penalty: 4015.265869
	Iteration 11Q: 3 clusters Score -392555.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -392571.406250 Penalty: 4015.265869
	Iteration 12Q: 3 clusters Score -392571.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -392584.031250 Penalty: 4015.265869
	Iteration 13Q: 3 clusters Score -392584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -392596.968750 Penalty: 4015.265869
	Iteration 14Q: 3 clusters Score -392597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -392606.375000 Penalty: 4015.265869
	Iteration 15Q: 3 clusters Score -392606.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -392613.250000 Penalty: 4015.265869
	Iteration 16Q: 3 clusters Score -392613.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392618.843750 Penalty: 4015.265869
	Iteration 17Q: 3 clusters Score -392618.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392623.843750 Penalty: 4015.265869
	Iteration 18Q: 3 clusters Score -392623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392626.593750 Penalty: 4015.265869
	Iteration 19Q: 3 clusters Score -392626.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -392630.968750 Penalty: 4015.265869
	Iteration 20F: 3 clusters Score -392631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -392636.187500 Penalty: 4015.265869
	Iteration 21Q: 3 clusters Score -392636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -392637.562500 Penalty: 4015.265869
	Iteration 22Q: 3 clusters Score -392637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -392639.718750 Penalty: 4015.265869
	Iteration 23Q: 3 clusters Score -392639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -392641.656250 Penalty: 4015.265869
	Iteration 24Q: 3 clusters Score -392641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -392642.375000 Penalty: 4015.265869
	Iteration 25Q: 3 clusters Score -392642.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -392642.500000 Penalty: 4015.265869
	Iteration 26Q: 3 clusters Score -392642.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -392642.250000 Penalty: 4015.265869
	Iteration 27Q: 3 clusters Score -392642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -392642.625000 Penalty: 4015.265869
	Iteration 28Q: 3 clusters Score -392642.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -392643.750000 Penalty: 4015.265869
	Iteration 29Q: 3 clusters Score -392643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -392644.406250 Penalty: 4015.265869
	Iteration 30Q: 3 clusters Score -392644.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392644.531250 Penalty: 4015.265869
	Iteration 31Q: 3 clusters Score -392644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -392644.531250 Penalty: 4015.265869
	Iteration 32F: 3 clusters Score -392644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Entering Unmasked Estep 
Score: -1084427.500000 Penalty: 2258.310547
	Iteration 0F: 2 clusters Score -1084428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1077317.375000 Penalty: 4516.621094
	Iteration 0F: 3 clusters Score -1077317 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1079425.875000 Penalty: 4516.621094
	Iteration 1F: 3 clusters Score -1079426 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1079741.875000 Penalty: 4516.621094
	Iteration 2F: 3 clusters Score -1079742 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1079957.500000 Penalty: 4516.621094
	Iteration 3F: 3 clusters Score -1079958 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1080118.000000 Penalty: 4516.621094
	Iteration 4Q: 3 clusters Score -1080118 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1080245.125000 Penalty: 4516.621094
	Iteration 5Q: 3 clusters Score -1080245 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1080361.750000 Penalty: 4516.621094
	Iteration 6Q: 3 clusters Score -1080362 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1080476.250000 Penalty: 4516.621094
	Iteration 7Q: 3 clusters Score -1080476 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1080595.125000 Penalty: 4516.621094
	Iteration 8Q: 3 clusters Score -1080595 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1080741.750000 Penalty: 4516.621094
	Iteration 9Q: 3 clusters Score -1080742 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1080906.125000 Penalty: 4516.621094
	Iteration 10Q: 3 clusters Score -1080906 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1081039.750000 Penalty: 4516.621094
	Iteration 11Q: 3 clusters Score -1081040 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1081173.125000 Penalty: 4516.621094
	Iteration 12Q: 3 clusters Score -1081173 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1081301.125000 Penalty: 4516.621094
	Iteration 13Q: 3 clusters Score -1081301 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1081424.750000 Penalty: 4516.621094
	Iteration 14Q: 3 clusters Score -1081425 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1081550.750000 Penalty: 4516.621094
	Iteration 15Q: 3 clusters Score -1081551 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1081679.750000 Penalty: 4516.621094
	Iteration 16Q: 3 clusters Score -1081680 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1081805.500000 Penalty: 4516.621094
	Iteration 17Q: 3 clusters Score -1081806 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1081943.000000 Penalty: 4516.621094
	Iteration 18Q: 3 clusters Score -1081943 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1082095.375000 Penalty: 4516.621094
	Iteration 19Q: 3 clusters Score -1082095 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1082208.125000 Penalty: 4516.621094
	Iteration 20F: 3 clusters Score -1082208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1082289.000000 Penalty: 4516.621094
	Iteration 21Q: 3 clusters Score -1082289 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1082355.500000 Penalty: 4516.621094
	Iteration 22Q: 3 clusters Score -1082356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1082405.000000 Penalty: 4516.621094
	Iteration 23Q: 3 clusters Score -1082405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1082439.000000 Penalty: 4516.621094
	Iteration 24Q: 3 clusters Score -1082439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1082455.125000 Penalty: 4516.621094
	Iteration 25Q: 3 clusters Score -1082455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1082475.500000 Penalty: 4516.621094
	Iteration 26Q: 3 clusters Score -1082476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1082506.750000 Penalty: 4516.621094
	Iteration 27Q: 3 clusters Score -1082507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1082537.250000 Penalty: 4516.621094
	Iteration 28Q: 3 clusters Score -1082537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1082563.500000 Penalty: 4516.621094
	Iteration 29Q: 3 clusters Score -1082564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1082583.875000 Penalty: 4516.621094
	Iteration 30Q: 3 clusters Score -1082584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1082603.125000 Penalty: 4516.621094
	Iteration 31Q: 3 clusters Score -1082603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1082618.500000 Penalty: 4516.621094
	Iteration 32Q: 3 clusters Score -1082618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1082630.250000 Penalty: 4516.621094
	Iteration 33Q: 3 clusters Score -1082630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1082636.875000 Penalty: 4516.621094
	Iteration 34Q: 3 clusters Score -1082637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1082641.000000 Penalty: 4516.621094
	Iteration 35Q: 3 clusters Score -1082641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1082646.625000 Penalty: 4516.621094
	Iteration 36Q: 3 clusters Score -1082647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1082652.625000 Penalty: 4516.621094
	Iteration 37Q: 3 clusters Score -1082653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1082661.750000 Penalty: 4516.621094
	Iteration 38Q: 3 clusters Score -1082662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1082668.750000 Penalty: 4516.621094
	Iteration 39Q: 3 clusters Score -1082669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1082673.250000 Penalty: 4516.621094
	Iteration 40F: 3 clusters Score -1082673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1082675.000000 Penalty: 4516.621094
	Iteration 41Q: 3 clusters Score -1082675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1082679.250000 Penalty: 4516.621094
	Iteration 42Q: 3 clusters Score -1082679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1082681.750000 Penalty: 4516.621094
	Iteration 43Q: 3 clusters Score -1082682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1082682.750000 Penalty: 4516.621094
	Iteration 44Q: 3 clusters Score -1082683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1082683.875000 Penalty: 4516.621094
	Iteration 45Q: 3 clusters Score -1082684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1082683.875000 Penalty: 4516.621094
	Iteration 46F: 3 clusters Score -1082684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Entering Unmasked Estep 
Score: -1975891.375000 Penalty: 2434.413818
	Iteration 0F: 2 clusters Score -1975891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1962928.125000 Penalty: 4868.827637
	Iteration 0F: 3 clusters Score -1962928 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1967404.750000 Penalty: 4868.827637
	Iteration 1F: 3 clusters Score -1967405 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1967989.500000 Penalty: 4868.827637
	Iteration 2F: 3 clusters Score -1967990 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1968601.375000 Penalty: 4868.827637
	Iteration 3F: 3 clusters Score -1968601 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1969329.500000 Penalty: 4868.827637
	Iteration 4F: 3 clusters Score -1969330 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1970149.500000 Penalty: 4868.827637
	Iteration 5F: 3 clusters Score -1970150 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1970903.000000 Penalty: 4868.827637
	Iteration 6F: 3 clusters Score -1970903 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1971576.250000 Penalty: 4868.827637
	Iteration 7F: 3 clusters Score -1971576 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1972205.500000 Penalty: 4868.827637
	Iteration 8F: 3 clusters Score -1972206 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1972717.125000 Penalty: 4868.827637
	Iteration 9Q: 3 clusters Score -1972717 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1973159.375000 Penalty: 4868.827637
	Iteration 10Q: 3 clusters Score -1973159 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1973510.125000 Penalty: 4868.827637
	Iteration 11Q: 3 clusters Score -1973510 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1973783.750000 Penalty: 4868.827637
	Iteration 12Q: 3 clusters Score -1973784 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1973971.000000 Penalty: 4868.827637
	Iteration 13Q: 3 clusters Score -1973971 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1974084.875000 Penalty: 4868.827637
	Iteration 14Q: 3 clusters Score -1974085 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1974181.750000 Penalty: 4868.827637
	Iteration 15Q: 3 clusters Score -1974182 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1974246.750000 Penalty: 4868.827637
	Iteration 16Q: 3 clusters Score -1974247 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1974307.250000 Penalty: 4868.827637
	Iteration 17Q: 3 clusters Score -1974307 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1974357.750000 Penalty: 4868.827637
	Iteration 18Q: 3 clusters Score -1974358 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1974395.875000 Penalty: 4868.827637
	Iteration 19Q: 3 clusters Score -1974396 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1974429.125000 Penalty: 4868.827637
	Iteration 20F: 3 clusters Score -1974429 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1974459.375000 Penalty: 4868.827637
	Iteration 21Q: 3 clusters Score -1974459 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1974489.875000 Penalty: 4868.827637
	Iteration 22Q: 3 clusters Score -1974490 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1974522.875000 Penalty: 4868.827637
	Iteration 23Q: 3 clusters Score -1974523 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1974553.375000 Penalty: 4868.827637
	Iteration 24Q: 3 clusters Score -1974553 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1974573.625000 Penalty: 4868.827637
	Iteration 25Q: 3 clusters Score -1974574 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1974602.000000 Penalty: 4868.827637
	Iteration 26Q: 3 clusters Score -1974602 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1974622.875000 Penalty: 4868.827637
	Iteration 27Q: 3 clusters Score -1974623 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1974656.250000 Penalty: 4868.827637
	Iteration 28Q: 3 clusters Score -1974656 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1974687.250000 Penalty: 4868.827637
	Iteration 29Q: 3 clusters Score -1974687 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1974728.500000 Penalty: 4868.827637
	Iteration 30Q: 3 clusters Score -1974728 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1974770.750000 Penalty: 4868.827637
	Iteration 31Q: 3 clusters Score -1974771 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1974795.125000 Penalty: 4868.827637
	Iteration 32Q: 3 clusters Score -1974795 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1974827.375000 Penalty: 4868.827637
	Iteration 33Q: 3 clusters Score -1974827 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1974859.500000 Penalty: 4868.827637
	Iteration 34Q: 3 clusters Score -1974860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1974885.375000 Penalty: 4868.827637
	Iteration 35Q: 3 clusters Score -1974885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1974909.000000 Penalty: 4868.827637
	Iteration 36Q: 3 clusters Score -1974909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1974945.000000 Penalty: 4868.827637
	Iteration 37Q: 3 clusters Score -1974945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1974966.250000 Penalty: 4868.827637
	Iteration 38Q: 3 clusters Score -1974966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1974994.875000 Penalty: 4868.827637
	Iteration 39Q: 3 clusters Score -1974995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1975018.375000 Penalty: 4868.827637
	Iteration 40F: 3 clusters Score -1975018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1975035.375000 Penalty: 4868.827637
	Iteration 41Q: 3 clusters Score -1975035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1975060.250000 Penalty: 4868.827637
	Iteration 42Q: 3 clusters Score -1975060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1975082.750000 Penalty: 4868.827637
	Iteration 43Q: 3 clusters Score -1975083 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1975100.375000 Penalty: 4868.827637
	Iteration 44Q: 3 clusters Score -1975100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1975116.750000 Penalty: 4868.827637
	Iteration 45Q: 3 clusters Score -1975117 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1975134.875000 Penalty: 4868.827637
	Iteration 46Q: 3 clusters Score -1975135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1975141.375000 Penalty: 4868.827637
	Iteration 47Q: 3 clusters Score -1975141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1975148.250000 Penalty: 4868.827637
	Iteration 48Q: 3 clusters Score -1975148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1975154.625000 Penalty: 4868.827637
	Iteration 49Q: 3 clusters Score -1975155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1975162.875000 Penalty: 4868.827637
	Iteration 50Q: 3 clusters Score -1975163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1975168.875000 Penalty: 4868.827637
	Iteration 51Q: 3 clusters Score -1975169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1975177.250000 Penalty: 4868.827637
	Iteration 52Q: 3 clusters Score -1975177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1975183.625000 Penalty: 4868.827637
	Iteration 53Q: 3 clusters Score -1975184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1975186.250000 Penalty: 4868.827637
	Iteration 54Q: 3 clusters Score -1975186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1975196.750000 Penalty: 4868.827637
	Iteration 55Q: 3 clusters Score -1975197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1975194.500000 Penalty: 4868.827637
	Iteration 56Q: 3 clusters Score -1975194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1975204.000000 Penalty: 4868.827637
	Iteration 57Q: 3 clusters Score -1975204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1975203.500000 Penalty: 4868.827637
	Iteration 58Q: 3 clusters Score -1975204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1975210.750000 Penalty: 4868.827637
	Iteration 59Q: 3 clusters Score -1975211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1975211.250000 Penalty: 4868.827637
	Iteration 60F: 3 clusters Score -1975211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1975218.000000 Penalty: 4868.827637
	Iteration 61Q: 3 clusters Score -1975218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1975221.250000 Penalty: 4868.827637
	Iteration 62Q: 3 clusters Score -1975221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1975229.125000 Penalty: 4868.827637
	Iteration 63Q: 3 clusters Score -1975229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1975235.000000 Penalty: 4868.827637
	Iteration 64Q: 3 clusters Score -1975235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1975241.000000 Penalty: 4868.827637
	Iteration 65Q: 3 clusters Score -1975241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1975250.750000 Penalty: 4868.827637
	Iteration 66Q: 3 clusters Score -1975251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1975256.625000 Penalty: 4868.827637
	Iteration 67Q: 3 clusters Score -1975257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1975263.125000 Penalty: 4868.827637
	Iteration 68Q: 3 clusters Score -1975263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1975272.500000 Penalty: 4868.827637
	Iteration 69Q: 3 clusters Score -1975272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1975279.000000 Penalty: 4868.827637
	Iteration 70Q: 3 clusters Score -1975279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1975288.250000 Penalty: 4868.827637
	Iteration 71Q: 3 clusters Score -1975288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1975295.625000 Penalty: 4868.827637
	Iteration 72Q: 3 clusters Score -1975296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1975300.000000 Penalty: 4868.827637
	Iteration 73Q: 3 clusters Score -1975300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1975298.875000 Penalty: 4868.827637
	Iteration 74Q: 3 clusters Score -1975299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1975307.875000 Penalty: 4868.827637
	Iteration 75Q: 3 clusters Score -1975308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1975308.375000 Penalty: 4868.827637
	Iteration 76Q: 3 clusters Score -1975308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1975308.875000 Penalty: 4868.827637
	Iteration 77Q: 3 clusters Score -1975309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1975311.000000 Penalty: 4868.827637
	Iteration 78Q: 3 clusters Score -1975311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1975308.750000 Penalty: 4868.827637
	Iteration 79Q: 3 clusters Score -1975309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1975311.000000 Penalty: 4868.827637
	Iteration 80F: 3 clusters Score -1975311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1975309.500000 Penalty: 4868.827637
	Iteration 81Q: 3 clusters Score -1975310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1975309.500000 Penalty: 4868.827637
	Iteration 82F: 3 clusters Score -1975310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Entering Unmasked Estep 
Score: -3784781.000000 Penalty: 2588.904785
	Iteration 0F: 2 clusters Score -3784781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -3761611.500000 Penalty: 5177.809570
	Iteration 0F: 3 clusters Score -3761612 nChanged 15581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -3770729.500000 Penalty: 5177.809570
	Iteration 1F: 3 clusters Score -3770730 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3771764.750000 Penalty: 5177.809570
	Iteration 2F: 3 clusters Score -3771765 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3772921.500000 Penalty: 5177.809570
	Iteration 3F: 3 clusters Score -3772922 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -3774155.500000 Penalty: 5177.809570
	Iteration 4F: 3 clusters Score -3774156 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3775172.000000 Penalty: 5177.809570
	Iteration 5F: 3 clusters Score -3775172 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3776010.500000 Penalty: 5177.809570
	Iteration 6F: 3 clusters Score -3776010 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3776615.250000 Penalty: 5177.809570
	Iteration 7Q: 3 clusters Score -3776615 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -3777073.750000 Penalty: 5177.809570
	Iteration 8Q: 3 clusters Score -3777074 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3777470.250000 Penalty: 5177.809570
	Iteration 9Q: 3 clusters Score -3777470 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3777853.500000 Penalty: 5177.809570
	Iteration 10Q: 3 clusters Score -3777854 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3778261.750000 Penalty: 5177.809570
	Iteration 11Q: 3 clusters Score -3778262 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3778694.000000 Penalty: 5177.809570
	Iteration 12Q: 3 clusters Score -3778694 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -3779061.000000 Penalty: 5177.809570
	Iteration 13Q: 3 clusters Score -3779061 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3779444.000000 Penalty: 5177.809570
	Iteration 14Q: 3 clusters Score -3779444 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3779716.250000 Penalty: 5177.809570
	Iteration 15Q: 3 clusters Score -3779716 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3779956.500000 Penalty: 5177.809570
	Iteration 16Q: 3 clusters Score -3779956 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3780180.000000 Penalty: 5177.809570
	Iteration 17Q: 3 clusters Score -3780180 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3780372.500000 Penalty: 5177.809570
	Iteration 18Q: 3 clusters Score -3780372 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3780548.250000 Penalty: 5177.809570
	Iteration 19Q: 3 clusters Score -3780548 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3780721.250000 Penalty: 5177.809570
	Iteration 20F: 3 clusters Score -3780721 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3780876.250000 Penalty: 5177.809570
	Iteration 21Q: 3 clusters Score -3780876 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3781026.750000 Penalty: 5177.809570
	Iteration 22Q: 3 clusters Score -3781027 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3781182.500000 Penalty: 5177.809570
	Iteration 23Q: 3 clusters Score -3781182 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3781319.750000 Penalty: 5177.809570
	Iteration 24Q: 3 clusters Score -3781320 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3781478.000000 Penalty: 5177.809570
	Iteration 25Q: 3 clusters Score -3781478 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3781630.000000 Penalty: 5177.809570
	Iteration 26Q: 3 clusters Score -3781630 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3781777.750000 Penalty: 5177.809570
	Iteration 27Q: 3 clusters Score -3781778 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3781899.250000 Penalty: 5177.809570
	Iteration 28Q: 3 clusters Score -3781899 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3782013.250000 Penalty: 5177.809570
	Iteration 29Q: 3 clusters Score -3782013 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3782157.250000 Penalty: 5177.809570
	Iteration 30Q: 3 clusters Score -3782157 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -3782286.250000 Penalty: 5177.809570
	Iteration 31Q: 3 clusters Score -3782286 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3782401.000000 Penalty: 5177.809570
	Iteration 32Q: 3 clusters Score -3782401 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -3782506.500000 Penalty: 5177.809570
	Iteration 33Q: 3 clusters Score -3782506 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -3782595.250000 Penalty: 5177.809570
	Iteration 34Q: 3 clusters Score -3782595 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -3782659.750000 Penalty: 5177.809570
	Iteration 35Q: 3 clusters Score -3782660 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3782721.250000 Penalty: 5177.809570
	Iteration 36Q: 3 clusters Score -3782721 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -3782776.750000 Penalty: 5177.809570
	Iteration 37Q: 3 clusters Score -3782777 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3782811.250000 Penalty: 5177.809570
	Iteration 38Q: 3 clusters Score -3782811 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -3782858.250000 Penalty: 5177.809570
	Iteration 39Q: 3 clusters Score -3782858 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -3782893.250000 Penalty: 5177.809570
	Iteration 40F: 3 clusters Score -3782893 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -3782921.750000 Penalty: 5177.809570
	Iteration 41Q: 3 clusters Score -3782922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -3782941.250000 Penalty: 5177.809570
	Iteration 42Q: 3 clusters Score -3782941 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3782970.750000 Penalty: 5177.809570
	Iteration 43Q: 3 clusters Score -3782971 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3782981.000000 Penalty: 5177.809570
	Iteration 44Q: 3 clusters Score -3782981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -3782997.000000 Penalty: 5177.809570
	Iteration 45Q: 3 clusters Score -3782997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -3783021.750000 Penalty: 5177.809570
	Iteration 46Q: 3 clusters Score -3783022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3783045.500000 Penalty: 5177.809570
	Iteration 47Q: 3 clusters Score -3783046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -3783060.250000 Penalty: 5177.809570
	Iteration 48Q: 3 clusters Score -3783060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -3783082.750000 Penalty: 5177.809570
	Iteration 49Q: 3 clusters Score -3783083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -3783102.000000 Penalty: 5177.809570
	Iteration 50Q: 3 clusters Score -3783102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -3783117.250000 Penalty: 5177.809570
	Iteration 51Q: 3 clusters Score -3783117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -3783133.500000 Penalty: 5177.809570
	Iteration 52Q: 3 clusters Score -3783134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3783140.500000 Penalty: 5177.809570
	Iteration 53Q: 3 clusters Score -3783140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -3783150.500000 Penalty: 5177.809570
	Iteration 54Q: 3 clusters Score -3783150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -3783160.000000 Penalty: 5177.809570
	Iteration 55Q: 3 clusters Score -3783160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -3783162.500000 Penalty: 5177.809570
	Iteration 56Q: 3 clusters Score -3783162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3783168.750000 Penalty: 5177.809570
	Iteration 57Q: 3 clusters Score -3783169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -3783175.250000 Penalty: 5177.809570
	Iteration 58Q: 3 clusters Score -3783175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -3783181.750000 Penalty: 5177.809570
	Iteration 59Q: 3 clusters Score -3783182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -3783188.000000 Penalty: 5177.809570
	Iteration 60F: 3 clusters Score -3783188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3783191.500000 Penalty: 5177.809570
	Iteration 61Q: 3 clusters Score -3783192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -3783194.250000 Penalty: 5177.809570
	Iteration 62Q: 3 clusters Score -3783194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3783195.000000 Penalty: 5177.809570
	Iteration 63Q: 3 clusters Score -3783195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -3783193.750000 Penalty: 5177.809570
	Iteration 64Q: 3 clusters Score -3783194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3783198.000000 Penalty: 5177.809570
	Iteration 65Q: 3 clusters Score -3783198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3783196.500000 Penalty: 5177.809570
	Iteration 66Q: 3 clusters Score -3783196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -3783197.250000 Penalty: 5177.809570
	Iteration 67Q: 3 clusters Score -3783197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3783196.500000 Penalty: 5177.809570
	Iteration 68Q: 3 clusters Score -3783196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3783201.000000 Penalty: 5177.809570
	Iteration 69Q: 3 clusters Score -3783201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -3783204.750000 Penalty: 5177.809570
	Iteration 70Q: 3 clusters Score -3783205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -3783205.750000 Penalty: 5177.809570
	Iteration 71Q: 3 clusters Score -3783206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -3783205.750000 Penalty: 5177.809570
	Iteration 72F: 3 clusters Score -3783206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Entering Unmasked Estep 
Score: -1556569.875000 Penalty: 2350.505615
	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 6564 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1546912.875000 Penalty: 4701.011230
	Iteration 0F: 3 clusters Score -1546913 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1550035.125000 Penalty: 4701.011230
	Iteration 1F: 3 clusters Score -1550035 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1550410.125000 Penalty: 4701.011230
	Iteration 2F: 3 clusters Score -1550410 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1550770.875000 Penalty: 4701.011230
	Iteration 3F: 3 clusters Score -1550771 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1551132.625000 Penalty: 4701.011230
	Iteration 4F: 3 clusters Score -1551133 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1551487.250000 Penalty: 4701.011230
	Iteration 5Q: 3 clusters Score -1551487 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1551806.125000 Penalty: 4701.011230
	Iteration 6Q: 3 clusters Score -1551806 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1552064.625000 Penalty: 4701.011230
	Iteration 7Q: 3 clusters Score -1552065 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1552288.000000 Penalty: 4701.011230
	Iteration 8Q: 3 clusters Score -1552288 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1552471.125000 Penalty: 4701.011230
	Iteration 9Q: 3 clusters Score -1552471 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1552623.625000 Penalty: 4701.011230
	Iteration 10Q: 3 clusters Score -1552624 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1552750.125000 Penalty: 4701.011230
	Iteration 11Q: 3 clusters Score -1552750 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1552876.500000 Penalty: 4701.011230
	Iteration 12Q: 3 clusters Score -1552876 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1553026.125000 Penalty: 4701.011230
	Iteration 13Q: 3 clusters Score -1553026 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1553201.375000 Penalty: 4701.011230
	Iteration 14Q: 3 clusters Score -1553201 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1553402.500000 Penalty: 4701.011230
	Iteration 15Q: 3 clusters Score -1553402 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1553576.250000 Penalty: 4701.011230
	Iteration 16Q: 3 clusters Score -1553576 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1553724.625000 Penalty: 4701.011230
	Iteration 17Q: 3 clusters Score -1553725 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1553861.125000 Penalty: 4701.011230
	Iteration 18Q: 3 clusters Score -1553861 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1554004.750000 Penalty: 4701.011230
	Iteration 19Q: 3 clusters Score -1554005 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1554119.500000 Penalty: 4701.011230
	Iteration 20F: 3 clusters Score -1554120 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1554240.875000 Penalty: 4701.011230
	Iteration 21Q: 3 clusters Score -1554241 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1554351.375000 Penalty: 4701.011230
	Iteration 22Q: 3 clusters Score -1554351 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1554446.000000 Penalty: 4701.011230
	Iteration 23Q: 3 clusters Score -1554446 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1554546.375000 Penalty: 4701.011230
	Iteration 24Q: 3 clusters Score -1554546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1554655.125000 Penalty: 4701.011230
	Iteration 25Q: 3 clusters Score -1554655 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1554731.125000 Penalty: 4701.011230
	Iteration 26Q: 3 clusters Score -1554731 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1554797.000000 Penalty: 4701.011230
	Iteration 27Q: 3 clusters Score -1554797 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1554861.875000 Penalty: 4701.011230
	Iteration 28Q: 3 clusters Score -1554862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1554955.875000 Penalty: 4701.011230
	Iteration 29Q: 3 clusters Score -1554956 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1555033.125000 Penalty: 4701.011230
	Iteration 30Q: 3 clusters Score -1555033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1555078.625000 Penalty: 4701.011230
	Iteration 31Q: 3 clusters Score -1555079 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1555120.500000 Penalty: 4701.011230
	Iteration 32Q: 3 clusters Score -1555120 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1555148.000000 Penalty: 4701.011230
	Iteration 33Q: 3 clusters Score -1555148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1555169.625000 Penalty: 4701.011230
	Iteration 34Q: 3 clusters Score -1555170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1555190.750000 Penalty: 4701.011230
	Iteration 35Q: 3 clusters Score -1555191 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1555203.375000 Penalty: 4701.011230
	Iteration 36Q: 3 clusters Score -1555203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1555226.000000 Penalty: 4701.011230
	Iteration 37Q: 3 clusters Score -1555226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1555236.750000 Penalty: 4701.011230
	Iteration 38Q: 3 clusters Score -1555237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1555246.625000 Penalty: 4701.011230
	Iteration 39Q: 3 clusters Score -1555247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1555250.750000 Penalty: 4701.011230
	Iteration 40F: 3 clusters Score -1555251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1555260.375000 Penalty: 4701.011230
	Iteration 41Q: 3 clusters Score -1555260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1555266.250000 Penalty: 4701.011230
	Iteration 42Q: 3 clusters Score -1555266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1555271.500000 Penalty: 4701.011230
	Iteration 43Q: 3 clusters Score -1555272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1555269.125000 Penalty: 4701.011230
	Iteration 44Q: 3 clusters Score -1555269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1555271.500000 Penalty: 4701.011230
	Iteration 45Q: 3 clusters Score -1555272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1555271.000000 Penalty: 4701.011230
	Iteration 46Q: 3 clusters Score -1555271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1555271.000000 Penalty: 4701.011230
	Iteration 47Q: 3 clusters Score -1555271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1555272.875000 Penalty: 4701.011230
	Iteration 48Q: 3 clusters Score -1555273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1555273.625000 Penalty: 4701.011230
	Iteration 49Q: 3 clusters Score -1555274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1555275.625000 Penalty: 4701.011230
	Iteration 50Q: 3 clusters Score -1555276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1555278.750000 Penalty: 4701.011230
	Iteration 51Q: 3 clusters Score -1555279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1555281.125000 Penalty: 4701.011230
	Iteration 52Q: 3 clusters Score -1555281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1555282.125000 Penalty: 4701.011230
	Iteration 53Q: 3 clusters Score -1555282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1555287.250000 Penalty: 4701.011230
	Iteration 54Q: 3 clusters Score -1555287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1555288.875000 Penalty: 4701.011230
	Iteration 55Q: 3 clusters Score -1555289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1555290.625000 Penalty: 4701.011230
	Iteration 56Q: 3 clusters Score -1555291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1555288.750000 Penalty: 4701.011230
	Iteration 57Q: 3 clusters Score -1555289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1555289.625000 Penalty: 4701.011230
	Iteration 58Q: 3 clusters Score -1555290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1555289.625000 Penalty: 4701.011230
	Iteration 59F: 3 clusters Score -1555290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -72437.398438 Penalty: 1639.118652
	Iteration 0F: 2 clusters Score -72437.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70668.609375 Penalty: 3278.237305
	Iteration 0F: 3 clusters Score -70668.61 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -70908.773438 Penalty: 3278.237305
	Iteration 1F: 3 clusters Score -70908.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71031.265625 Penalty: 3278.237305
	Iteration 2F: 3 clusters Score -71031.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71098.140625 Penalty: 3278.237305
	Iteration 3Q: 3 clusters Score -71098.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71132.242188 Penalty: 3278.237305
	Iteration 4Q: 3 clusters Score -71132.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71148.960938 Penalty: 3278.237305
	Iteration 5Q: 3 clusters Score -71148.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71161.218750 Penalty: 3278.237305
	Iteration 6Q: 3 clusters Score -71161.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71164.718750 Penalty: 3278.237305
	Iteration 7Q: 3 clusters Score -71164.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -71164.718750 Penalty: 3278.237305
	Iteration 8F: 3 clusters Score -71164.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -322985.781250 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -322985.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -319870.718750 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -319870.7 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -320471.281250 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -320471.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -320655.156250 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -320655.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -320786.968750 Penalty: 3927.820312
	Iteration 3F: 3 clusters Score -320787 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -320878.468750 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -320878.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -320969.531250 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -320969.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -321060.875000 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -321060.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -321129.468750 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -321129.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -321203.718750 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -321203.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -321276.656250 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -321276.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -321354.687500 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -321354.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -321435.625000 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -321435.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -321518.437500 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -321518.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -321587.031250 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -321587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -321662.750000 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -321662.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -321720.562500 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -321720.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -321754.406250 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -321754.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -321780.812500 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -321780.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -321805.343750 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -321805.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -321829.968750 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -321830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -321846.375000 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -321846.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -321858.437500 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -321858.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -321865.062500 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -321865.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -321868.531250 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -321868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -321870.937500 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -321870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -321872.750000 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -321872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -321874.906250 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -321874.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -321877.656250 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -321877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -321879.593750 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -321879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -321882.937500 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -321882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -321885.468750 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -321885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -321886.468750 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -321886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -321886.468750 Penalty: 3927.820312
	Iteration 32F: 3 clusters Score -321886.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -864210.812500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -864210.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -858367.625000 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -858367.6 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -860014.000000 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -860014 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -860283.187500 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -860283.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -860509.625000 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -860509.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -860694.125000 Penalty: 4393.892090
	Iteration 4Q: 3 clusters Score -860694.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -860858.062500 Penalty: 4393.892090
	Iteration 5Q: 3 clusters Score -860858.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -861007.125000 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -861007.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -861147.812500 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -861147.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -861261.187500 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -861261.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -861363.312500 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -861363.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -861463.625000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -861463.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -861557.250000 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -861557.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -861643.500000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -861643.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -861716.875000 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -861716.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -861771.812500 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -861771.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -861813.812500 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -861813.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -861858.187500 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -861858.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -861909.187500 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -861909.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -861952.437500 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -861952.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -862002.562500 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -862002.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -862031.937500 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -862031.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -862053.437500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -862053.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -862071.312500 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -862071.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -862093.437500 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -862093.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -862117.812500 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -862117.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -862147.250000 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -862147.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -862166.250000 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -862166.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -862178.937500 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -862178.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -862192.500000 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -862192.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -862208.937500 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -862208.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -862217.937500 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -862217.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -862222.875000 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -862222.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -862229.937500 Penalty: 4393.892090
	Iteration 32Q: 3 clusters Score -862229.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -862235.750000 Penalty: 4393.892090
	Iteration 33Q: 3 clusters Score -862235.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -862241.625000 Penalty: 4393.892090
	Iteration 34Q: 3 clusters Score -862241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -862246.937500 Penalty: 4393.892090
	Iteration 35Q: 3 clusters Score -862246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -862251.875000 Penalty: 4393.892090
	Iteration 36Q: 3 clusters Score -862251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -862254.937500 Penalty: 4393.892090
	Iteration 37Q: 3 clusters Score -862254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -862256.812500 Penalty: 4393.892090
	Iteration 38Q: 3 clusters Score -862256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -862257.625000 Penalty: 4393.892090
	Iteration 39Q: 3 clusters Score -862257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -862262.875000 Penalty: 4393.892090
	Iteration 40F: 3 clusters Score -862262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -862264.625000 Penalty: 4393.892090
	Iteration 41Q: 3 clusters Score -862264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -862269.187500 Penalty: 4393.892090
	Iteration 42Q: 3 clusters Score -862269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -862273.437500 Penalty: 4393.892090
	Iteration 43Q: 3 clusters Score -862273.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -862278.687500 Penalty: 4393.892090
	Iteration 44Q: 3 clusters Score -862278.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -862287.125000 Penalty: 4393.892090
	Iteration 45Q: 3 clusters Score -862287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -862290.750000 Penalty: 4393.892090
	Iteration 46Q: 3 clusters Score -862290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -862291.687500 Penalty: 4393.892090
	Iteration 47Q: 3 clusters Score -862291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -862293.000000 Penalty: 4393.892090
	Iteration 48Q: 3 clusters Score -862293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -862295.812500 Penalty: 4393.892090
	Iteration 49Q: 3 clusters Score -862295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -862296.500000 Penalty: 4393.892090
	Iteration 50Q: 3 clusters Score -862296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -862296.750000 Penalty: 4393.892090
	Iteration 51Q: 3 clusters Score -862296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -862296.937500 Penalty: 4393.892090
	Iteration 52Q: 3 clusters Score -862296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -862296.937500 Penalty: 4393.892090
	Iteration 53F: 3 clusters Score -862296.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Entering Unmasked Estep 
Score: -601703.812500 Penalty: 2203.108398
	Iteration 0F: 2 clusters Score -601703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -595794.062500 Penalty: 4406.216797
	Iteration 0F: 3 clusters Score -595794.1 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -597761.375000 Penalty: 4406.216797
	Iteration 1F: 3 clusters Score -597761.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -598748.625000 Penalty: 4406.216797
	Iteration 2F: 3 clusters Score -598748.6 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -599665.750000 Penalty: 4406.216797
	Iteration 3F: 3 clusters Score -599665.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -600364.312500 Penalty: 4406.216797
	Iteration 4F: 3 clusters Score -600364.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -600753.687500 Penalty: 4406.216797
	Iteration 5F: 3 clusters Score -600753.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -600938.750000 Penalty: 4406.216797
	Iteration 6Q: 3 clusters Score -600938.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -601029.437500 Penalty: 4406.216797
	Iteration 7Q: 3 clusters Score -601029.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -601082.250000 Penalty: 4406.216797
	Iteration 8Q: 3 clusters Score -601082.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -601114.500000 Penalty: 4406.216797
	Iteration 9Q: 3 clusters Score -601114.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -601141.250000 Penalty: 4406.216797
	Iteration 10Q: 3 clusters Score -601141.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -601161.562500 Penalty: 4406.216797
	Iteration 11Q: 3 clusters Score -601161.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -601177.750000 Penalty: 4406.216797
	Iteration 12Q: 3 clusters Score -601177.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -601187.250000 Penalty: 4406.216797
	Iteration 13Q: 3 clusters Score -601187.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -601195.250000 Penalty: 4406.216797
	Iteration 14Q: 3 clusters Score -601195.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -601200.187500 Penalty: 4406.216797
	Iteration 15Q: 3 clusters Score -601200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -601203.375000 Penalty: 4406.216797
	Iteration 16Q: 3 clusters Score -601203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -601204.625000 Penalty: 4406.216797
	Iteration 17Q: 3 clusters Score -601204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -601203.625000 Penalty: 4406.216797
	Iteration 18Q: 3 clusters Score -601203.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -601205.250000 Penalty: 4406.216797
	Iteration 19Q: 3 clusters Score -601205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -601205.375000 Penalty: 4406.216797
	Iteration 20F: 3 clusters Score -601205.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -601204.875000 Penalty: 4406.216797
	Iteration 21Q: 3 clusters Score -601204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -601204.500000 Penalty: 4406.216797
	Iteration 22Q: 3 clusters Score -601204.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -601204.500000 Penalty: 4406.216797
	Iteration 23F: 3 clusters Score -601204.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -576133.937500 Penalty: 2102.346680
	Iteration 0F: 2 clusters Score -576133.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -571729.562500 Penalty: 4204.693359
	Iteration 0F: 3 clusters Score -571729.6 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -572737.500000 Penalty: 4204.693359
	Iteration 1F: 3 clusters Score -572737.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -572927.250000 Penalty: 4204.693359
	Iteration 2F: 3 clusters Score -572927.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -573041.250000 Penalty: 4204.693359
	Iteration 3Q: 3 clusters Score -573041.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -573112.812500 Penalty: 4204.693359
	Iteration 4Q: 3 clusters Score -573112.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -573165.250000 Penalty: 4204.693359
	Iteration 5Q: 3 clusters Score -573165.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -573218.125000 Penalty: 4204.693359
	Iteration 6Q: 3 clusters Score -573218.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -573272.625000 Penalty: 4204.693359
	Iteration 7Q: 3 clusters Score -573272.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -573307.000000 Penalty: 4204.693359
	Iteration 8Q: 3 clusters Score -573307 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -573331.250000 Penalty: 4204.693359
	Iteration 9Q: 3 clusters Score -573331.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -573352.750000 Penalty: 4204.693359
	Iteration 10Q: 3 clusters Score -573352.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -573375.562500 Penalty: 4204.693359
	Iteration 11Q: 3 clusters Score -573375.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -573392.875000 Penalty: 4204.693359
	Iteration 12Q: 3 clusters Score -573392.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -573407.312500 Penalty: 4204.693359
	Iteration 13Q: 3 clusters Score -573407.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -573422.062500 Penalty: 4204.693359
	Iteration 14Q: 3 clusters Score -573422.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -573434.812500 Penalty: 4204.693359
	Iteration 15Q: 3 clusters Score -573434.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -573445.562500 Penalty: 4204.693359
	Iteration 16Q: 3 clusters Score -573445.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -573452.062500 Penalty: 4204.693359
	Iteration 17Q: 3 clusters Score -573452.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -573456.562500 Penalty: 4204.693359
	Iteration 18Q: 3 clusters Score -573456.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -573462.312500 Penalty: 4204.693359
	Iteration 19Q: 3 clusters Score -573462.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -573467.187500 Penalty: 4204.693359
	Iteration 20F: 3 clusters Score -573467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -573469.625000 Penalty: 4204.693359
	Iteration 21Q: 3 clusters Score -573469.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -573475.312500 Penalty: 4204.693359
	Iteration 22Q: 3 clusters Score -573475.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -573478.000000 Penalty: 4204.693359
	Iteration 23Q: 3 clusters Score -573478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -573486.375000 Penalty: 4204.693359
	Iteration 24Q: 3 clusters Score -573486.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -573494.937500 Penalty: 4204.693359
	Iteration 25Q: 3 clusters Score -573494.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -573501.687500 Penalty: 4204.693359
	Iteration 26Q: 3 clusters Score -573501.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -573508.937500 Penalty: 4204.693359
	Iteration 27Q: 3 clusters Score -573508.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -573515.125000 Penalty: 4204.693359
	Iteration 28Q: 3 clusters Score -573515.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -573523.625000 Penalty: 4204.693359
	Iteration 29Q: 3 clusters Score -573523.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -573528.187500 Penalty: 4204.693359
	Iteration 30Q: 3 clusters Score -573528.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -573537.125000 Penalty: 4204.693359
	Iteration 31Q: 3 clusters Score -573537.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -573548.875000 Penalty: 4204.693359
	Iteration 32Q: 3 clusters Score -573548.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -573559.875000 Penalty: 4204.693359
	Iteration 33Q: 3 clusters Score -573559.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -573571.125000 Penalty: 4204.693359
	Iteration 34Q: 3 clusters Score -573571.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -573578.937500 Penalty: 4204.693359
	Iteration 35Q: 3 clusters Score -573578.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -573590.250000 Penalty: 4204.693359
	Iteration 36Q: 3 clusters Score -573590.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -573604.250000 Penalty: 4204.693359
	Iteration 37Q: 3 clusters Score -573604.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -573622.437500 Penalty: 4204.693359
	Iteration 38Q: 3 clusters Score -573622.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -573638.750000 Penalty: 4204.693359
	Iteration 39Q: 3 clusters Score -573638.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -573659.000000 Penalty: 4204.693359
	Iteration 40F: 3 clusters Score -573659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -573678.250000 Penalty: 4204.693359
	Iteration 41Q: 3 clusters Score -573678.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -573696.375000 Penalty: 4204.693359
	Iteration 42Q: 3 clusters Score -573696.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -573719.312500 Penalty: 4204.693359
	Iteration 43Q: 3 clusters Score -573719.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -573747.875000 Penalty: 4204.693359
	Iteration 44Q: 3 clusters Score -573747.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -573769.000000 Penalty: 4204.693359
	Iteration 45Q: 3 clusters Score -573769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -573783.812500 Penalty: 4204.693359
	Iteration 46Q: 3 clusters Score -573783.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -573797.875000 Penalty: 4204.693359
	Iteration 47Q: 3 clusters Score -573797.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -573810.625000 Penalty: 4204.693359
	Iteration 48Q: 3 clusters Score -573810.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -573820.937500 Penalty: 4204.693359
	Iteration 49Q: 3 clusters Score -573820.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -573832.312500 Penalty: 4204.693359
	Iteration 50Q: 3 clusters Score -573832.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -573843.250000 Penalty: 4204.693359
	Iteration 51Q: 3 clusters Score -573843.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -573850.687500 Penalty: 4204.693359
	Iteration 52Q: 3 clusters Score -573850.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -573857.687500 Penalty: 4204.693359
	Iteration 53Q: 3 clusters Score -573857.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -573868.125000 Penalty: 4204.693359
	Iteration 54Q: 3 clusters Score -573868.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -573875.437500 Penalty: 4204.693359
	Iteration 55Q: 3 clusters Score -573875.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -573881.187500 Penalty: 4204.693359
	Iteration 56Q: 3 clusters Score -573881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -573887.375000 Penalty: 4204.693359
	Iteration 57Q: 3 clusters Score -573887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -573889.875000 Penalty: 4204.693359
	Iteration 58Q: 3 clusters Score -573889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -573894.750000 Penalty: 4204.693359
	Iteration 59Q: 3 clusters Score -573894.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -573902.000000 Penalty: 4204.693359
	Iteration 60F: 3 clusters Score -573902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -573912.625000 Penalty: 4204.693359
	Iteration 61Q: 3 clusters Score -573912.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -573919.187500 Penalty: 4204.693359
	Iteration 62Q: 3 clusters Score -573919.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -573926.875000 Penalty: 4204.693359
	Iteration 63Q: 3 clusters Score -573926.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -573935.937500 Penalty: 4204.693359
	Iteration 64Q: 3 clusters Score -573935.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -573949.062500 Penalty: 4204.693359
	Iteration 65Q: 3 clusters Score -573949.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -573955.937500 Penalty: 4204.693359
	Iteration 66Q: 3 clusters Score -573955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -573957.437500 Penalty: 4204.693359
	Iteration 67Q: 3 clusters Score -573957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -573959.000000 Penalty: 4204.693359
	Iteration 68Q: 3 clusters Score -573959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -573959.937500 Penalty: 4204.693359
	Iteration 69Q: 3 clusters Score -573959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -573961.437500 Penalty: 4204.693359
	Iteration 70Q: 3 clusters Score -573961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -573962.500000 Penalty: 4204.693359
	Iteration 71Q: 3 clusters Score -573962.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -573962.500000 Penalty: 4204.693359
	Iteration 72F: 3 clusters Score -573962.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Entering Unmasked Estep 
Score: -962723.125000 Penalty: 2226.864258
	Iteration 0F: 2 clusters Score -962723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -956347.750000 Penalty: 4453.728516
	Iteration 0F: 3 clusters Score -956347.8 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -958072.750000 Penalty: 4453.728516
	Iteration 1F: 3 clusters Score -958072.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -958344.625000 Penalty: 4453.728516
	Iteration 2F: 3 clusters Score -958344.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -958528.812500 Penalty: 4453.728516
	Iteration 3F: 3 clusters Score -958528.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -958666.875000 Penalty: 4453.728516
	Iteration 4Q: 3 clusters Score -958666.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -958770.562500 Penalty: 4453.728516
	Iteration 5Q: 3 clusters Score -958770.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -958881.500000 Penalty: 4453.728516
	Iteration 6Q: 3 clusters Score -958881.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -958980.437500 Penalty: 4453.728516
	Iteration 7Q: 3 clusters Score -958980.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -959072.750000 Penalty: 4453.728516
	Iteration 8Q: 3 clusters Score -959072.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -959167.812500 Penalty: 4453.728516
	Iteration 9Q: 3 clusters Score -959167.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -959262.000000 Penalty: 4453.728516
	Iteration 10Q: 3 clusters Score -959262 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -959356.750000 Penalty: 4453.728516
	Iteration 11Q: 3 clusters Score -959356.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -959464.562500 Penalty: 4453.728516
	Iteration 12Q: 3 clusters Score -959464.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -959553.187500 Penalty: 4453.728516
	Iteration 13Q: 3 clusters Score -959553.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -959665.625000 Penalty: 4453.728516
	Iteration 14Q: 3 clusters Score -959665.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -959772.750000 Penalty: 4453.728516
	Iteration 15Q: 3 clusters Score -959772.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -959877.687500 Penalty: 4453.728516
	Iteration 16Q: 3 clusters Score -959877.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -959994.250000 Penalty: 4453.728516
	Iteration 17Q: 3 clusters Score -959994.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -960101.500000 Penalty: 4453.728516
	Iteration 18Q: 3 clusters Score -960101.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -960186.000000 Penalty: 4453.728516
	Iteration 19Q: 3 clusters Score -960186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -960263.375000 Penalty: 4453.728516
	Iteration 20F: 3 clusters Score -960263.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -960327.750000 Penalty: 4453.728516
	Iteration 21Q: 3 clusters Score -960327.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -960383.062500 Penalty: 4453.728516
	Iteration 22Q: 3 clusters Score -960383.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -960435.812500 Penalty: 4453.728516
	Iteration 23Q: 3 clusters Score -960435.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -960484.312500 Penalty: 4453.728516
	Iteration 24Q: 3 clusters Score -960484.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -960522.375000 Penalty: 4453.728516
	Iteration 25Q: 3 clusters Score -960522.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -960551.312500 Penalty: 4453.728516
	Iteration 26Q: 3 clusters Score -960551.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -960575.812500 Penalty: 4453.728516
	Iteration 27Q: 3 clusters Score -960575.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -960596.375000 Penalty: 4453.728516
	Iteration 28Q: 3 clusters Score -960596.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -960607.000000 Penalty: 4453.728516
	Iteration 29Q: 3 clusters Score -960607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -960616.250000 Penalty: 4453.728516
	Iteration 30Q: 3 clusters Score -960616.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -960626.875000 Penalty: 4453.728516
	Iteration 31Q: 3 clusters Score -960626.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -960632.312500 Penalty: 4453.728516
	Iteration 32Q: 3 clusters Score -960632.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -960640.250000 Penalty: 4453.728516
	Iteration 33Q: 3 clusters Score -960640.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -960642.812500 Penalty: 4453.728516
	Iteration 34Q: 3 clusters Score -960642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -960648.125000 Penalty: 4453.728516
	Iteration 35Q: 3 clusters Score -960648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -960657.312500 Penalty: 4453.728516
	Iteration 36Q: 3 clusters Score -960657.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -960672.812500 Penalty: 4453.728516
	Iteration 37Q: 3 clusters Score -960672.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -960679.250000 Penalty: 4453.728516
	Iteration 38Q: 3 clusters Score -960679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -960688.812500 Penalty: 4453.728516
	Iteration 39Q: 3 clusters Score -960688.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -960699.062500 Penalty: 4453.728516
	Iteration 40F: 3 clusters Score -960699.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -960710.437500 Penalty: 4453.728516
	Iteration 41Q: 3 clusters Score -960710.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -960724.812500 Penalty: 4453.728516
	Iteration 42Q: 3 clusters Score -960724.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -960734.937500 Penalty: 4453.728516
	Iteration 43Q: 3 clusters Score -960734.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -960739.437500 Penalty: 4453.728516
	Iteration 44Q: 3 clusters Score -960739.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -960742.937500 Penalty: 4453.728516
	Iteration 45Q: 3 clusters Score -960742.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -960747.187500 Penalty: 4453.728516
	Iteration 46Q: 3 clusters Score -960747.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -960750.562500 Penalty: 4453.728516
	Iteration 47Q: 3 clusters Score -960750.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -960758.687500 Penalty: 4453.728516
	Iteration 48Q: 3 clusters Score -960758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -960767.000000 Penalty: 4453.728516
	Iteration 49Q: 3 clusters Score -960767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -960770.187500 Penalty: 4453.728516
	Iteration 50Q: 3 clusters Score -960770.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -960777.500000 Penalty: 4453.728516
	Iteration 51Q: 3 clusters Score -960777.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -960780.250000 Penalty: 4453.728516
	Iteration 52Q: 3 clusters Score -960780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -960784.312500 Penalty: 4453.728516
	Iteration 53Q: 3 clusters Score -960784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -960790.812500 Penalty: 4453.728516
	Iteration 54Q: 3 clusters Score -960790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -960794.125000 Penalty: 4453.728516
	Iteration 55Q: 3 clusters Score -960794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -960796.750000 Penalty: 4453.728516
	Iteration 56Q: 3 clusters Score -960796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -960800.812500 Penalty: 4453.728516
	Iteration 57Q: 3 clusters Score -960800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -960801.812500 Penalty: 4453.728516
	Iteration 58Q: 3 clusters Score -960801.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -960804.000000 Penalty: 4453.728516
	Iteration 59Q: 3 clusters Score -960804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -960804.812500 Penalty: 4453.728516
	Iteration 60F: 3 clusters Score -960804.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -960808.437500 Penalty: 4453.728516
	Iteration 61Q: 3 clusters Score -960808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -960810.875000 Penalty: 4453.728516
	Iteration 62Q: 3 clusters Score -960810.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -960811.250000 Penalty: 4453.728516
	Iteration 63Q: 3 clusters Score -960811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -960811.250000 Penalty: 4453.728516
	Iteration 64F: 3 clusters Score -960811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Entering Unmasked Estep 
Score: -631517.562500 Penalty: 2142.002441
	Iteration 0F: 2 clusters Score -631517.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -626568.937500 Penalty: 4284.004883
	Iteration 0F: 3 clusters Score -626568.9 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -627858.687500 Penalty: 4284.004883
	Iteration 1F: 3 clusters Score -627858.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -628152.000000 Penalty: 4284.004883
	Iteration 2F: 3 clusters Score -628152 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -628344.187500 Penalty: 4284.004883
	Iteration 3F: 3 clusters Score -628344.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -628448.375000 Penalty: 4284.004883
	Iteration 4Q: 3 clusters Score -628448.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -628526.312500 Penalty: 4284.004883
	Iteration 5Q: 3 clusters Score -628526.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -628606.562500 Penalty: 4284.004883
	Iteration 6Q: 3 clusters Score -628606.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -628674.812500 Penalty: 4284.004883
	Iteration 7Q: 3 clusters Score -628674.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -628737.000000 Penalty: 4284.004883
	Iteration 8Q: 3 clusters Score -628737 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -628792.687500 Penalty: 4284.004883
	Iteration 9Q: 3 clusters Score -628792.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -628837.812500 Penalty: 4284.004883
	Iteration 10Q: 3 clusters Score -628837.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -628878.875000 Penalty: 4284.004883
	Iteration 11Q: 3 clusters Score -628878.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -628918.875000 Penalty: 4284.004883
	Iteration 12Q: 3 clusters Score -628918.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -628964.562500 Penalty: 4284.004883
	Iteration 13Q: 3 clusters Score -628964.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -629015.625000 Penalty: 4284.004883
	Iteration 14Q: 3 clusters Score -629015.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -629061.062500 Penalty: 4284.004883
	Iteration 15Q: 3 clusters Score -629061.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -629103.625000 Penalty: 4284.004883
	Iteration 16Q: 3 clusters Score -629103.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -629143.812500 Penalty: 4284.004883
	Iteration 17Q: 3 clusters Score -629143.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -629190.437500 Penalty: 4284.004883
	Iteration 18Q: 3 clusters Score -629190.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -629232.562500 Penalty: 4284.004883
	Iteration 19Q: 3 clusters Score -629232.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -629268.125000 Penalty: 4284.004883
	Iteration 20F: 3 clusters Score -629268.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -629301.125000 Penalty: 4284.004883
	Iteration 21Q: 3 clusters Score -629301.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -629336.625000 Penalty: 4284.004883
	Iteration 22Q: 3 clusters Score -629336.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -629371.875000 Penalty: 4284.004883
	Iteration 23Q: 3 clusters Score -629371.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -629398.562500 Penalty: 4284.004883
	Iteration 24Q: 3 clusters Score -629398.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -629424.687500 Penalty: 4284.004883
	Iteration 25Q: 3 clusters Score -629424.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -629456.625000 Penalty: 4284.004883
	Iteration 26Q: 3 clusters Score -629456.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -629493.625000 Penalty: 4284.004883
	Iteration 27Q: 3 clusters Score -629493.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -629524.875000 Penalty: 4284.004883
	Iteration 28Q: 3 clusters Score -629524.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -629542.937500 Penalty: 4284.004883
	Iteration 29Q: 3 clusters Score -629542.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -629563.937500 Penalty: 4284.004883
	Iteration 30Q: 3 clusters Score -629563.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -629591.437500 Penalty: 4284.004883
	Iteration 31Q: 3 clusters Score -629591.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -629612.375000 Penalty: 4284.004883
	Iteration 32Q: 3 clusters Score -629612.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -629629.687500 Penalty: 4284.004883
	Iteration 33Q: 3 clusters Score -629629.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -629646.625000 Penalty: 4284.004883
	Iteration 34Q: 3 clusters Score -629646.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -629655.812500 Penalty: 4284.004883
	Iteration 35Q: 3 clusters Score -629655.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -629662.437500 Penalty: 4284.004883
	Iteration 36Q: 3 clusters Score -629662.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -629666.500000 Penalty: 4284.004883
	Iteration 37Q: 3 clusters Score -629666.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -629670.437500 Penalty: 4284.004883
	Iteration 38Q: 3 clusters Score -629670.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -629673.375000 Penalty: 4284.004883
	Iteration 39Q: 3 clusters Score -629673.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -629677.062500 Penalty: 4284.004883
	Iteration 40F: 3 clusters Score -629677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -629685.750000 Penalty: 4284.004883
	Iteration 41Q: 3 clusters Score -629685.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -629692.562500 Penalty: 4284.004883
	Iteration 42Q: 3 clusters Score -629692.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -629699.375000 Penalty: 4284.004883
	Iteration 43Q: 3 clusters Score -629699.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -629704.000000 Penalty: 4284.004883
	Iteration 44Q: 3 clusters Score -629704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -629709.562500 Penalty: 4284.004883
	Iteration 45Q: 3 clusters Score -629709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -629713.750000 Penalty: 4284.004883
	Iteration 46Q: 3 clusters Score -629713.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -629716.125000 Penalty: 4284.004883
	Iteration 47Q: 3 clusters Score -629716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -629716.687500 Penalty: 4284.004883
	Iteration 48Q: 3 clusters Score -629716.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -629721.000000 Penalty: 4284.004883
	Iteration 49Q: 3 clusters Score -629721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -629720.812500 Penalty: 4284.004883
	Iteration 50Q: 3 clusters Score -629720.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -629722.375000 Penalty: 4284.004883
	Iteration 51Q: 3 clusters Score -629722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -629721.937500 Penalty: 4284.004883
	Iteration 52Q: 3 clusters Score -629721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -629721.937500 Penalty: 4284.004883
	Iteration 53F: 3 clusters Score -629721.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Entering Unmasked Estep 
Score: -701737.875000 Penalty: 2156.610107
	Iteration 0F: 2 clusters Score -701737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -696587.687500 Penalty: 4313.220215
	Iteration 0F: 3 clusters Score -696587.7 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -697946.500000 Penalty: 4313.220215
	Iteration 1F: 3 clusters Score -697946.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -698230.937500 Penalty: 4313.220215
	Iteration 2F: 3 clusters Score -698230.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -698444.062500 Penalty: 4313.220215
	Iteration 3F: 3 clusters Score -698444.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -698632.750000 Penalty: 4313.220215
	Iteration 4Q: 3 clusters Score -698632.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -698789.500000 Penalty: 4313.220215
	Iteration 5Q: 3 clusters Score -698789.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -698927.187500 Penalty: 4313.220215
	Iteration 6Q: 3 clusters Score -698927.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -699068.250000 Penalty: 4313.220215
	Iteration 7Q: 3 clusters Score -699068.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -699171.750000 Penalty: 4313.220215
	Iteration 8Q: 3 clusters Score -699171.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -699286.187500 Penalty: 4313.220215
	Iteration 9Q: 3 clusters Score -699286.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -699376.687500 Penalty: 4313.220215
	Iteration 10Q: 3 clusters Score -699376.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -699448.125000 Penalty: 4313.220215
	Iteration 11Q: 3 clusters Score -699448.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -699516.187500 Penalty: 4313.220215
	Iteration 12Q: 3 clusters Score -699516.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -699573.687500 Penalty: 4313.220215
	Iteration 13Q: 3 clusters Score -699573.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -699639.375000 Penalty: 4313.220215
	Iteration 14Q: 3 clusters Score -699639.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -699693.312500 Penalty: 4313.220215
	Iteration 15Q: 3 clusters Score -699693.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -699732.500000 Penalty: 4313.220215
	Iteration 16Q: 3 clusters Score -699732.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -699768.312500 Penalty: 4313.220215
	Iteration 17Q: 3 clusters Score -699768.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -699806.312500 Penalty: 4313.220215
	Iteration 18Q: 3 clusters Score -699806.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -699839.625000 Penalty: 4313.220215
	Iteration 19Q: 3 clusters Score -699839.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -699867.062500 Penalty: 4313.220215
	Iteration 20F: 3 clusters Score -699867.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -699896.625000 Penalty: 4313.220215
	Iteration 21Q: 3 clusters Score -699896.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -699930.500000 Penalty: 4313.220215
	Iteration 22Q: 3 clusters Score -699930.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -699978.687500 Penalty: 4313.220215
	Iteration 23Q: 3 clusters Score -699978.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -700050.187500 Penalty: 4313.220215
	Iteration 24Q: 3 clusters Score -700050.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -700161.687500 Penalty: 4313.220215
	Iteration 25Q: 3 clusters Score -700161.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -700348.500000 Penalty: 4313.220215
	Iteration 26Q: 3 clusters Score -700348.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -700576.625000 Penalty: 4313.220215
	Iteration 27Q: 3 clusters Score -700576.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -700809.437500 Penalty: 4313.220215
	Iteration 28Q: 3 clusters Score -700809.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -700974.437500 Penalty: 4313.220215
	Iteration 29Q: 3 clusters Score -700974.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -701058.187500 Penalty: 4313.220215
	Iteration 30Q: 3 clusters Score -701058.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -701113.437500 Penalty: 4313.220215
	Iteration 31Q: 3 clusters Score -701113.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -701137.000000 Penalty: 4313.220215
	Iteration 32Q: 3 clusters Score -701137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -701145.500000 Penalty: 4313.220215
	Iteration 33Q: 3 clusters Score -701145.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -701148.562500 Penalty: 4313.220215
	Iteration 34Q: 3 clusters Score -701148.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -701153.125000 Penalty: 4313.220215
	Iteration 35Q: 3 clusters Score -701153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -701153.750000 Penalty: 4313.220215
	Iteration 36Q: 3 clusters Score -701153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -701154.875000 Penalty: 4313.220215
	Iteration 37Q: 3 clusters Score -701154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -701153.500000 Penalty: 4313.220215
	Iteration 38Q: 3 clusters Score -701153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -701154.625000 Penalty: 4313.220215
	Iteration 39Q: 3 clusters Score -701154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -701155.562500 Penalty: 4313.220215
	Iteration 40F: 3 clusters Score -701155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -701155.750000 Penalty: 4313.220215
	Iteration 41Q: 3 clusters Score -701155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -701157.937500 Penalty: 4313.220215
	Iteration 42Q: 3 clusters Score -701157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -701157.187500 Penalty: 4313.220215
	Iteration 43Q: 3 clusters Score -701157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -701157.375000 Penalty: 4313.220215
	Iteration 44Q: 3 clusters Score -701157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -701156.562500 Penalty: 4313.220215
	Iteration 45Q: 3 clusters Score -701156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -701158.375000 Penalty: 4313.220215
	Iteration 46Q: 3 clusters Score -701158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -701158.500000 Penalty: 4313.220215
	Iteration 47Q: 3 clusters Score -701158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -701158.500000 Penalty: 4313.220215
	Iteration 48F: 3 clusters Score -701158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -619519.187500 Penalty: 2119.160645
	Iteration 0F: 2 clusters Score -619519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -614883.437500 Penalty: 4238.321289
	Iteration 0F: 3 clusters Score -614883.4 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -616031.125000 Penalty: 4238.321289
	Iteration 1F: 3 clusters Score -616031.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -616260.812500 Penalty: 4238.321289
	Iteration 2F: 3 clusters Score -616260.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -616404.500000 Penalty: 4238.321289
	Iteration 3Q: 3 clusters Score -616404.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -616545.375000 Penalty: 4238.321289
	Iteration 4Q: 3 clusters Score -616545.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -616683.562500 Penalty: 4238.321289
	Iteration 5Q: 3 clusters Score -616683.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -616809.625000 Penalty: 4238.321289
	Iteration 6Q: 3 clusters Score -616809.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -616955.375000 Penalty: 4238.321289
	Iteration 7Q: 3 clusters Score -616955.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -617098.125000 Penalty: 4238.321289
	Iteration 8Q: 3 clusters Score -617098.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -617238.187500 Penalty: 4238.321289
	Iteration 9Q: 3 clusters Score -617238.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -617377.937500 Penalty: 4238.321289
	Iteration 10Q: 3 clusters Score -617377.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -617496.625000 Penalty: 4238.321289
	Iteration 11Q: 3 clusters Score -617496.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -617600.187500 Penalty: 4238.321289
	Iteration 12Q: 3 clusters Score -617600.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -617693.000000 Penalty: 4238.321289
	Iteration 13Q: 3 clusters Score -617693 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -617764.000000 Penalty: 4238.321289
	Iteration 14Q: 3 clusters Score -617764 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -617828.875000 Penalty: 4238.321289
	Iteration 15Q: 3 clusters Score -617828.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -617875.125000 Penalty: 4238.321289
	Iteration 16Q: 3 clusters Score -617875.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -617909.187500 Penalty: 4238.321289
	Iteration 17Q: 3 clusters Score -617909.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -617927.437500 Penalty: 4238.321289
	Iteration 18Q: 3 clusters Score -617927.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -617950.000000 Penalty: 4238.321289
	Iteration 19Q: 3 clusters Score -617950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -617965.937500 Penalty: 4238.321289
	Iteration 20F: 3 clusters Score -617965.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -617979.812500 Penalty: 4238.321289
	Iteration 21Q: 3 clusters Score -617979.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -617985.187500 Penalty: 4238.321289
	Iteration 22Q: 3 clusters Score -617985.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -617990.312500 Penalty: 4238.321289
	Iteration 23Q: 3 clusters Score -617990.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -617996.000000 Penalty: 4238.321289
	Iteration 24Q: 3 clusters Score -617996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -617998.625000 Penalty: 4238.321289
	Iteration 25Q: 3 clusters Score -617998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -617999.937500 Penalty: 4238.321289
	Iteration 26Q: 3 clusters Score -617999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -618001.000000 Penalty: 4238.321289
	Iteration 27Q: 3 clusters Score -618001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -618002.812500 Penalty: 4238.321289
	Iteration 28Q: 3 clusters Score -618002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -618004.750000 Penalty: 4238.321289
	Iteration 29Q: 3 clusters Score -618004.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -618006.437500 Penalty: 4238.321289
	Iteration 30Q: 3 clusters Score -618006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -618008.875000 Penalty: 4238.321289
	Iteration 31Q: 3 clusters Score -618008.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -618010.875000 Penalty: 4238.321289
	Iteration 32Q: 3 clusters Score -618010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -618011.000000 Penalty: 4238.321289
	Iteration 33Q: 3 clusters Score -618011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -618010.000000 Penalty: 4238.321289
	Iteration 34Q: 3 clusters Score -618010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -618012.375000 Penalty: 4238.321289
	Iteration 35Q: 3 clusters Score -618012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -618014.375000 Penalty: 4238.321289
	Iteration 36Q: 3 clusters Score -618014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -618015.250000 Penalty: 4238.321289
	Iteration 37Q: 3 clusters Score -618015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -618015.437500 Penalty: 4238.321289
	Iteration 38Q: 3 clusters Score -618015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -618016.187500 Penalty: 4238.321289
	Iteration 39Q: 3 clusters Score -618016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -618015.125000 Penalty: 4238.321289
	Iteration 40F: 3 clusters Score -618015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -618014.125000 Penalty: 4238.321289
	Iteration 41Q: 3 clusters Score -618014.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -618014.125000 Penalty: 4238.321289
	Iteration 42F: 3 clusters Score -618014.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Entering Unmasked Estep 
Score: -1331955.125000 Penalty: 2308.836426
	Iteration 0F: 2 clusters Score -1331955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1323653.750000 Penalty: 4617.672852
	Iteration 0F: 3 clusters Score -1323654 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1326144.125000 Penalty: 4617.672852
	Iteration 1F: 3 clusters Score -1326144 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1326457.625000 Penalty: 4617.672852
	Iteration 2F: 3 clusters Score -1326458 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1326679.750000 Penalty: 4617.672852
	Iteration 3Q: 3 clusters Score -1326680 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1326865.125000 Penalty: 4617.672852
	Iteration 4Q: 3 clusters Score -1326865 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1327027.500000 Penalty: 4617.672852
	Iteration 5Q: 3 clusters Score -1327028 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1327188.750000 Penalty: 4617.672852
	Iteration 6Q: 3 clusters Score -1327189 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1327361.250000 Penalty: 4617.672852
	Iteration 7Q: 3 clusters Score -1327361 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1327521.000000 Penalty: 4617.672852
	Iteration 8Q: 3 clusters Score -1327521 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1327714.125000 Penalty: 4617.672852
	Iteration 9Q: 3 clusters Score -1327714 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1327934.375000 Penalty: 4617.672852
	Iteration 10Q: 3 clusters Score -1327934 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1328220.125000 Penalty: 4617.672852
	Iteration 11Q: 3 clusters Score -1328220 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1328533.375000 Penalty: 4617.672852
	Iteration 12Q: 3 clusters Score -1328533 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1328899.625000 Penalty: 4617.672852
	Iteration 13Q: 3 clusters Score -1328900 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1329179.750000 Penalty: 4617.672852
	Iteration 14Q: 3 clusters Score -1329180 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1329370.500000 Penalty: 4617.672852
	Iteration 15Q: 3 clusters Score -1329370 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1329534.250000 Penalty: 4617.672852
	Iteration 16Q: 3 clusters Score -1329534 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1329651.000000 Penalty: 4617.672852
	Iteration 17Q: 3 clusters Score -1329651 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1329738.500000 Penalty: 4617.672852
	Iteration 18Q: 3 clusters Score -1329738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1329800.250000 Penalty: 4617.672852
	Iteration 19Q: 3 clusters Score -1329800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1329837.875000 Penalty: 4617.672852
	Iteration 20F: 3 clusters Score -1329838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1329872.250000 Penalty: 4617.672852
	Iteration 21Q: 3 clusters Score -1329872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1329892.125000 Penalty: 4617.672852
	Iteration 22Q: 3 clusters Score -1329892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1329913.375000 Penalty: 4617.672852
	Iteration 23Q: 3 clusters Score -1329913 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1329929.750000 Penalty: 4617.672852
	Iteration 24Q: 3 clusters Score -1329930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1329939.875000 Penalty: 4617.672852
	Iteration 25Q: 3 clusters Score -1329940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1329952.000000 Penalty: 4617.672852
	Iteration 26Q: 3 clusters Score -1329952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1329962.875000 Penalty: 4617.672852
	Iteration 27Q: 3 clusters Score -1329963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1329971.875000 Penalty: 4617.672852
	Iteration 28Q: 3 clusters Score -1329972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1329981.500000 Penalty: 4617.672852
	Iteration 29Q: 3 clusters Score -1329982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1329992.000000 Penalty: 4617.672852
	Iteration 30Q: 3 clusters Score -1329992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1330001.500000 Penalty: 4617.672852
	Iteration 31Q: 3 clusters Score -1330002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1330001.750000 Penalty: 4617.672852
	Iteration 32Q: 3 clusters Score -1330002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1330004.625000 Penalty: 4617.672852
	Iteration 33Q: 3 clusters Score -1330005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1330005.125000 Penalty: 4617.672852
	Iteration 34Q: 3 clusters Score -1330005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1330007.000000 Penalty: 4617.672852
	Iteration 35Q: 3 clusters Score -1330007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1330007.000000 Penalty: 4617.672852
	Iteration 36F: 3 clusters Score -1330007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Entering Unmasked Estep 
Score: -1200621.250000 Penalty: 2280.944336
	Iteration 0F: 2 clusters Score -1200621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1192975.125000 Penalty: 4561.888672
	Iteration 0F: 3 clusters Score -1192975 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1195209.125000 Penalty: 4561.888672
	Iteration 1F: 3 clusters Score -1195209 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1195620.000000 Penalty: 4561.888672
	Iteration 2F: 3 clusters Score -1195620 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1196016.250000 Penalty: 4561.888672
	Iteration 3F: 3 clusters Score -1196016 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1196358.875000 Penalty: 4561.888672
	Iteration 4F: 3 clusters Score -1196359 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1196676.375000 Penalty: 4561.888672
	Iteration 5F: 3 clusters Score -1196676 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1196988.500000 Penalty: 4561.888672
	Iteration 6Q: 3 clusters Score -1196988 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1197318.750000 Penalty: 4561.888672
	Iteration 7Q: 3 clusters Score -1197319 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1197670.750000 Penalty: 4561.888672
	Iteration 8Q: 3 clusters Score -1197671 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1198084.500000 Penalty: 4561.888672
	Iteration 9Q: 3 clusters Score -1198084 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1198639.375000 Penalty: 4561.888672
	Iteration 10Q: 3 clusters Score -1198639 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1199246.125000 Penalty: 4561.888672
	Iteration 11Q: 3 clusters Score -1199246 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1199681.500000 Penalty: 4561.888672
	Iteration 12Q: 3 clusters Score -1199682 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1199978.750000 Penalty: 4561.888672
	Iteration 13Q: 3 clusters Score -1199979 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1200139.125000 Penalty: 4561.888672
	Iteration 14Q: 3 clusters Score -1200139 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1200220.875000 Penalty: 4561.888672
	Iteration 15Q: 3 clusters Score -1200221 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1200259.625000 Penalty: 4561.888672
	Iteration 16Q: 3 clusters Score -1200260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1200278.625000 Penalty: 4561.888672
	Iteration 17Q: 3 clusters Score -1200279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1200290.375000 Penalty: 4561.888672
	Iteration 18Q: 3 clusters Score -1200290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1200299.750000 Penalty: 4561.888672
	Iteration 19Q: 3 clusters Score -1200300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1200305.500000 Penalty: 4561.888672
	Iteration 20F: 3 clusters Score -1200306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1200307.375000 Penalty: 4561.888672
	Iteration 21Q: 3 clusters Score -1200307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1200307.000000 Penalty: 4561.888672
	Iteration 22Q: 3 clusters Score -1200307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1200308.625000 Penalty: 4561.888672
	Iteration 23Q: 3 clusters Score -1200309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1200311.375000 Penalty: 4561.888672
	Iteration 24Q: 3 clusters Score -1200311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1200315.250000 Penalty: 4561.888672
	Iteration 25Q: 3 clusters Score -1200315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1200314.625000 Penalty: 4561.888672
	Iteration 26Q: 3 clusters Score -1200315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1200312.875000 Penalty: 4561.888672
	Iteration 27Q: 3 clusters Score -1200313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1200313.625000 Penalty: 4561.888672
	Iteration 28Q: 3 clusters Score -1200314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1200313.625000 Penalty: 4561.888672
	Iteration 29F: 3 clusters Score -1200314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Entering Unmasked Estep 
Score: -175189.281250 Penalty: 1802.692139
	Iteration 0F: 2 clusters Score -175189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -172925.156250 Penalty: 3605.384277
	Iteration 0F: 3 clusters Score -172925.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173303.203125 Penalty: 3605.384277
	Iteration 1F: 3 clusters Score -173303.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -173416.062500 Penalty: 3605.384277
	Iteration 2F: 3 clusters Score -173416.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -173493.796875 Penalty: 3605.384277
	Iteration 3Q: 3 clusters Score -173493.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173558.531250 Penalty: 3605.384277
	Iteration 4Q: 3 clusters Score -173558.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -173620.296875 Penalty: 3605.384277
	Iteration 5Q: 3 clusters Score -173620.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -173655.921875 Penalty: 3605.384277
	Iteration 6Q: 3 clusters Score -173655.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -173684.312500 Penalty: 3605.384277
	Iteration 7Q: 3 clusters Score -173684.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -173700.453125 Penalty: 3605.384277
	Iteration 8Q: 3 clusters Score -173700.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -173713.781250 Penalty: 3605.384277
	Iteration 9Q: 3 clusters Score -173713.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -173721.781250 Penalty: 3605.384277
	Iteration 10Q: 3 clusters Score -173721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -173725.656250 Penalty: 3605.384277
	Iteration 11Q: 3 clusters Score -173725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -173727.750000 Penalty: 3605.384277
	Iteration 12Q: 3 clusters Score -173727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -173727.765625 Penalty: 3605.384277
	Iteration 13Q: 3 clusters Score -173727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -173729.265625 Penalty: 3605.384277
	Iteration 14Q: 3 clusters Score -173729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -173730.250000 Penalty: 3605.384277
	Iteration 15Q: 3 clusters Score -173730.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -173730.250000 Penalty: 3605.384277
	Iteration 16F: 3 clusters Score -173730.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Entering Unmasked Estep 
Score: -716552.125000 Penalty: 2155.779053
	Iteration 0F: 2 clusters Score -716552.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -711371.187500 Penalty: 4311.558105
	Iteration 0F: 3 clusters Score -711371.2 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -712742.687500 Penalty: 4311.558105
	Iteration 1F: 3 clusters Score -712742.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -712976.937500 Penalty: 4311.558105
	Iteration 2F: 3 clusters Score -712976.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -713130.687500 Penalty: 4311.558105
	Iteration 3Q: 3 clusters Score -713130.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -713259.125000 Penalty: 4311.558105
	Iteration 4Q: 3 clusters Score -713259.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -713386.812500 Penalty: 4311.558105
	Iteration 5Q: 3 clusters Score -713386.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -713504.375000 Penalty: 4311.558105
	Iteration 6Q: 3 clusters Score -713504.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -713617.062500 Penalty: 4311.558105
	Iteration 7Q: 3 clusters Score -713617.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -713724.437500 Penalty: 4311.558105
	Iteration 8Q: 3 clusters Score -713724.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -713810.875000 Penalty: 4311.558105
	Iteration 9Q: 3 clusters Score -713810.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -713892.625000 Penalty: 4311.558105
	Iteration 10Q: 3 clusters Score -713892.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -713987.000000 Penalty: 4311.558105
	Iteration 11Q: 3 clusters Score -713987 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -714114.812500 Penalty: 4311.558105
	Iteration 12Q: 3 clusters Score -714114.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -714274.500000 Penalty: 4311.558105
	Iteration 13Q: 3 clusters Score -714274.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -714431.437500 Penalty: 4311.558105
	Iteration 14Q: 3 clusters Score -714431.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -714563.437500 Penalty: 4311.558105
	Iteration 15Q: 3 clusters Score -714563.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -714691.375000 Penalty: 4311.558105
	Iteration 16Q: 3 clusters Score -714691.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -714791.500000 Penalty: 4311.558105
	Iteration 17Q: 3 clusters Score -714791.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -714877.875000 Penalty: 4311.558105
	Iteration 18Q: 3 clusters Score -714877.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -714928.812500 Penalty: 4311.558105
	Iteration 19Q: 3 clusters Score -714928.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -714964.750000 Penalty: 4311.558105
	Iteration 20F: 3 clusters Score -714964.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -714986.000000 Penalty: 4311.558105
	Iteration 21Q: 3 clusters Score -714986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -715000.562500 Penalty: 4311.558105
	Iteration 22Q: 3 clusters Score -715000.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -715009.125000 Penalty: 4311.558105
	Iteration 23Q: 3 clusters Score -715009.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -715015.062500 Penalty: 4311.558105
	Iteration 24Q: 3 clusters Score -715015.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -715019.187500 Penalty: 4311.558105
	Iteration 25Q: 3 clusters Score -715019.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -715022.000000 Penalty: 4311.558105
	Iteration 26Q: 3 clusters Score -715022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -715024.375000 Penalty: 4311.558105
	Iteration 27Q: 3 clusters Score -715024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -715028.062500 Penalty: 4311.558105
	Iteration 28Q: 3 clusters Score -715028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -715028.562500 Penalty: 4311.558105
	Iteration 29Q: 3 clusters Score -715028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -715030.500000 Penalty: 4311.558105
	Iteration 30Q: 3 clusters Score -715030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -715030.750000 Penalty: 4311.558105
	Iteration 31Q: 3 clusters Score -715030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -715031.562500 Penalty: 4311.558105
	Iteration 32Q: 3 clusters Score -715031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -715031.187500 Penalty: 4311.558105
	Iteration 33Q: 3 clusters Score -715031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -715032.250000 Penalty: 4311.558105
	Iteration 34Q: 3 clusters Score -715032.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -715033.625000 Penalty: 4311.558105
	Iteration 35Q: 3 clusters Score -715033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -715036.000000 Penalty: 4311.558105
	Iteration 36Q: 3 clusters Score -715036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -715037.187500 Penalty: 4311.558105
	Iteration 37Q: 3 clusters Score -715037.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -715037.187500 Penalty: 4311.558105
	Iteration 38F: 3 clusters Score -715037.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -1120458.250000 Penalty: 2267.257812
	Iteration 0F: 2 clusters Score -1120458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1113230.250000 Penalty: 4534.515625
	Iteration 0F: 3 clusters Score -1113230 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1115313.375000 Penalty: 4534.515625
	Iteration 1F: 3 clusters Score -1115313 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1115673.750000 Penalty: 4534.515625
	Iteration 2F: 3 clusters Score -1115674 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1115975.125000 Penalty: 4534.515625
	Iteration 3F: 3 clusters Score -1115975 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1116220.375000 Penalty: 4534.515625
	Iteration 4Q: 3 clusters Score -1116220 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1116433.125000 Penalty: 4534.515625
	Iteration 5Q: 3 clusters Score -1116433 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1116638.125000 Penalty: 4534.515625
	Iteration 6Q: 3 clusters Score -1116638 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1116834.625000 Penalty: 4534.515625
	Iteration 7Q: 3 clusters Score -1116835 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1117022.375000 Penalty: 4534.515625
	Iteration 8Q: 3 clusters Score -1117022 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1117181.250000 Penalty: 4534.515625
	Iteration 9Q: 3 clusters Score -1117181 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1117328.250000 Penalty: 4534.515625
	Iteration 10Q: 3 clusters Score -1117328 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1117453.875000 Penalty: 4534.515625
	Iteration 11Q: 3 clusters Score -1117454 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1117554.625000 Penalty: 4534.515625
	Iteration 12Q: 3 clusters Score -1117555 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1117661.250000 Penalty: 4534.515625
	Iteration 13Q: 3 clusters Score -1117661 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1117757.625000 Penalty: 4534.515625
	Iteration 14Q: 3 clusters Score -1117758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1117863.125000 Penalty: 4534.515625
	Iteration 15Q: 3 clusters Score -1117863 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1117953.750000 Penalty: 4534.515625
	Iteration 16Q: 3 clusters Score -1117954 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1118024.000000 Penalty: 4534.515625
	Iteration 17Q: 3 clusters Score -1118024 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1118079.000000 Penalty: 4534.515625
	Iteration 18Q: 3 clusters Score -1118079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1118138.750000 Penalty: 4534.515625
	Iteration 19Q: 3 clusters Score -1118139 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1118195.000000 Penalty: 4534.515625
	Iteration 20F: 3 clusters Score -1118195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1118232.000000 Penalty: 4534.515625
	Iteration 21Q: 3 clusters Score -1118232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1118272.125000 Penalty: 4534.515625
	Iteration 22Q: 3 clusters Score -1118272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1118301.875000 Penalty: 4534.515625
	Iteration 23Q: 3 clusters Score -1118302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1118326.000000 Penalty: 4534.515625
	Iteration 24Q: 3 clusters Score -1118326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1118346.625000 Penalty: 4534.515625
	Iteration 25Q: 3 clusters Score -1118347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1118356.500000 Penalty: 4534.515625
	Iteration 26Q: 3 clusters Score -1118356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1118365.875000 Penalty: 4534.515625
	Iteration 27Q: 3 clusters Score -1118366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1118380.875000 Penalty: 4534.515625
	Iteration 28Q: 3 clusters Score -1118381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1118393.250000 Penalty: 4534.515625
	Iteration 29Q: 3 clusters Score -1118393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1118399.375000 Penalty: 4534.515625
	Iteration 30Q: 3 clusters Score -1118399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1118411.500000 Penalty: 4534.515625
	Iteration 31Q: 3 clusters Score -1118412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1118422.875000 Penalty: 4534.515625
	Iteration 32Q: 3 clusters Score -1118423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1118433.375000 Penalty: 4534.515625
	Iteration 33Q: 3 clusters Score -1118433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1118439.125000 Penalty: 4534.515625
	Iteration 34Q: 3 clusters Score -1118439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1118445.500000 Penalty: 4534.515625
	Iteration 35Q: 3 clusters Score -1118446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1118457.750000 Penalty: 4534.515625
	Iteration 36Q: 3 clusters Score -1118458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1118464.000000 Penalty: 4534.515625
	Iteration 37Q: 3 clusters Score -1118464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1118469.000000 Penalty: 4534.515625
	Iteration 38Q: 3 clusters Score -1118469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1118469.375000 Penalty: 4534.515625
	Iteration 39Q: 3 clusters Score -1118469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1118469.000000 Penalty: 4534.515625
	Iteration 40F: 3 clusters Score -1118469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1118471.625000 Penalty: 4534.515625
	Iteration 41Q: 3 clusters Score -1118472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1118475.250000 Penalty: 4534.515625
	Iteration 42Q: 3 clusters Score -1118475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1118477.875000 Penalty: 4534.515625
	Iteration 43Q: 3 clusters Score -1118478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1118482.125000 Penalty: 4534.515625
	Iteration 44Q: 3 clusters Score -1118482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1118484.125000 Penalty: 4534.515625
	Iteration 45Q: 3 clusters Score -1118484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1118481.000000 Penalty: 4534.515625
	Iteration 46Q: 3 clusters Score -1118481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1118483.125000 Penalty: 4534.515625
	Iteration 47Q: 3 clusters Score -1118483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1118483.125000 Penalty: 4534.515625
	Iteration 48F: 3 clusters Score -1118483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -759553.375000 Penalty: 2168.791016
	Iteration 0F: 2 clusters Score -759553.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -754238.750000 Penalty: 4337.582031
	Iteration 0F: 3 clusters Score -754238.8 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -755598.937500 Penalty: 4337.582031
	Iteration 1F: 3 clusters Score -755598.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -755881.937500 Penalty: 4337.582031
	Iteration 2F: 3 clusters Score -755881.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -756076.562500 Penalty: 4337.582031
	Iteration 3F: 3 clusters Score -756076.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -756215.000000 Penalty: 4337.582031
	Iteration 4Q: 3 clusters Score -756215 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -756318.125000 Penalty: 4337.582031
	Iteration 5Q: 3 clusters Score -756318.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -756404.437500 Penalty: 4337.582031
	Iteration 6Q: 3 clusters Score -756404.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -756463.812500 Penalty: 4337.582031
	Iteration 7Q: 3 clusters Score -756463.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -756518.437500 Penalty: 4337.582031
	Iteration 8Q: 3 clusters Score -756518.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -756571.437500 Penalty: 4337.582031
	Iteration 9Q: 3 clusters Score -756571.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -756617.312500 Penalty: 4337.582031
	Iteration 10Q: 3 clusters Score -756617.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -756668.062500 Penalty: 4337.582031
	Iteration 11Q: 3 clusters Score -756668.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -756716.000000 Penalty: 4337.582031
	Iteration 12Q: 3 clusters Score -756716 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -756771.250000 Penalty: 4337.582031
	Iteration 13Q: 3 clusters Score -756771.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -756831.562500 Penalty: 4337.582031
	Iteration 14Q: 3 clusters Score -756831.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -756915.375000 Penalty: 4337.582031
	Iteration 15Q: 3 clusters Score -756915.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -757040.375000 Penalty: 4337.582031
	Iteration 16Q: 3 clusters Score -757040.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -757241.625000 Penalty: 4337.582031
	Iteration 17Q: 3 clusters Score -757241.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -757513.250000 Penalty: 4337.582031
	Iteration 18Q: 3 clusters Score -757513.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -757747.375000 Penalty: 4337.582031
	Iteration 19Q: 3 clusters Score -757747.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -757933.375000 Penalty: 4337.582031
	Iteration 20F: 3 clusters Score -757933.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -758057.687500 Penalty: 4337.582031
	Iteration 21Q: 3 clusters Score -758057.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -758151.687500 Penalty: 4337.582031
	Iteration 22Q: 3 clusters Score -758151.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -758215.375000 Penalty: 4337.582031
	Iteration 23Q: 3 clusters Score -758215.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -758257.812500 Penalty: 4337.582031
	Iteration 24Q: 3 clusters Score -758257.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -758287.375000 Penalty: 4337.582031
	Iteration 25Q: 3 clusters Score -758287.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -758299.687500 Penalty: 4337.582031
	Iteration 26Q: 3 clusters Score -758299.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -758306.000000 Penalty: 4337.582031
	Iteration 27Q: 3 clusters Score -758306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -758310.562500 Penalty: 4337.582031
	Iteration 28Q: 3 clusters Score -758310.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -758313.437500 Penalty: 4337.582031
	Iteration 29Q: 3 clusters Score -758313.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -758314.875000 Penalty: 4337.582031
	Iteration 30Q: 3 clusters Score -758314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -758317.562500 Penalty: 4337.582031
	Iteration 31Q: 3 clusters Score -758317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -758319.375000 Penalty: 4337.582031
	Iteration 32Q: 3 clusters Score -758319.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -758317.750000 Penalty: 4337.582031
	Iteration 33Q: 3 clusters Score -758317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -758318.625000 Penalty: 4337.582031
	Iteration 34Q: 3 clusters Score -758318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -758318.937500 Penalty: 4337.582031
	Iteration 35Q: 3 clusters Score -758318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -758318.937500 Penalty: 4337.582031
	Iteration 36F: 3 clusters Score -758318.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (13316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Entering Unmasked Estep 
Score: -1628079.875000 Penalty: 2355.186768
	Iteration 0F: 2 clusters Score -1628080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1618301.500000 Penalty: 4710.373535
	Iteration 0F: 3 clusters Score -1618302 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1621413.250000 Penalty: 4710.373535
	Iteration 1F: 3 clusters Score -1621413 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1621861.125000 Penalty: 4710.373535
	Iteration 2F: 3 clusters Score -1621861 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1622259.375000 Penalty: 4710.373535
	Iteration 3F: 3 clusters Score -1622259 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1622629.750000 Penalty: 4710.373535
	Iteration 4F: 3 clusters Score -1622630 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1623017.000000 Penalty: 4710.373535
	Iteration 5F: 3 clusters Score -1623017 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1623420.375000 Penalty: 4710.373535
	Iteration 6F: 3 clusters Score -1623420 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1623821.625000 Penalty: 4710.373535
	Iteration 7F: 3 clusters Score -1623822 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1624209.250000 Penalty: 4710.373535
	Iteration 8Q: 3 clusters Score -1624209 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1624550.250000 Penalty: 4710.373535
	Iteration 9Q: 3 clusters Score -1624550 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1624830.000000 Penalty: 4710.373535
	Iteration 10Q: 3 clusters Score -1624830 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1625067.500000 Penalty: 4710.373535
	Iteration 11Q: 3 clusters Score -1625068 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1625262.625000 Penalty: 4710.373535
	Iteration 12Q: 3 clusters Score -1625263 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1625447.500000 Penalty: 4710.373535
	Iteration 13Q: 3 clusters Score -1625448 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1625582.375000 Penalty: 4710.373535
	Iteration 14Q: 3 clusters Score -1625582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1625667.375000 Penalty: 4710.373535
	Iteration 15Q: 3 clusters Score -1625667 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1625730.750000 Penalty: 4710.373535
	Iteration 16Q: 3 clusters Score -1625731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1625781.750000 Penalty: 4710.373535
	Iteration 17Q: 3 clusters Score -1625782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1625821.625000 Penalty: 4710.373535
	Iteration 18Q: 3 clusters Score -1625822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1625855.250000 Penalty: 4710.373535
	Iteration 19Q: 3 clusters Score -1625855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1625881.125000 Penalty: 4710.373535
	Iteration 20F: 3 clusters Score -1625881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1625904.125000 Penalty: 4710.373535
	Iteration 21Q: 3 clusters Score -1625904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1625921.000000 Penalty: 4710.373535
	Iteration 22Q: 3 clusters Score -1625921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1625943.375000 Penalty: 4710.373535
	Iteration 23Q: 3 clusters Score -1625943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1625958.750000 Penalty: 4710.373535
	Iteration 24Q: 3 clusters Score -1625959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1625964.625000 Penalty: 4710.373535
	Iteration 25Q: 3 clusters Score -1625965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1625973.375000 Penalty: 4710.373535
	Iteration 26Q: 3 clusters Score -1625973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1625981.625000 Penalty: 4710.373535
	Iteration 27Q: 3 clusters Score -1625982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1625993.375000 Penalty: 4710.373535
	Iteration 28Q: 3 clusters Score -1625993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1626000.125000 Penalty: 4710.373535
	Iteration 29Q: 3 clusters Score -1626000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1626009.000000 Penalty: 4710.373535
	Iteration 30Q: 3 clusters Score -1626009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1626017.625000 Penalty: 4710.373535
	Iteration 31Q: 3 clusters Score -1626018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1626022.000000 Penalty: 4710.373535
	Iteration 32Q: 3 clusters Score -1626022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1626025.375000 Penalty: 4710.373535
	Iteration 33Q: 3 clusters Score -1626025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1626025.875000 Penalty: 4710.373535
	Iteration 34Q: 3 clusters Score -1626026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1626027.250000 Penalty: 4710.373535
	Iteration 35Q: 3 clusters Score -1626027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1626027.250000 Penalty: 4710.373535
	Iteration 36F: 3 clusters Score -1626027 nChanged 0
--- Evaluating fit on full set of 963655 points ---
Entering Unmasked Estep 
Score: -107284736.000000 Penalty: 123014.343750
21->37 Clusters: Score -107284736.000000, best is -107291416.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 321218 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 15570 members 
Mstep: Class 3 contains 15081 members 
Mstep: Class 4 contains 15189 members 
Mstep: Class 5 contains 15156 members 
Mstep: Class 6 contains 15296 members 
Mstep: Class 7 contains 15263 members 
Mstep: Class 8 contains 15374 members 
Mstep: Class 9 contains 15090 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 15262 members 
Mstep: Class 12 contains 15337 members 
Mstep: Class 13 contains 15415 members 
Mstep: Class 14 contains 15475 members 
Mstep: Class 15 contains 15356 members 
Mstep: Class 16 contains 15325 members 
Mstep: Class 17 contains 15394 members 
Mstep: Class 18 contains 15260 members 
Mstep: Class 19 contains 15410 members 
Mstep: Class 20 contains 15083 members 
Mstep: Class 21 contains 15311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 571.605164 but Gain 3144.605469
Score: -33123394.000000 Penalty: 62892.183594
Iteration 0F: 21 clusters Score -3.312339e+07 nChanged 304198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1306 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11857 members 
Mstep: Class 3 contains 14810 members 
Mstep: Class 4 contains 7506 members 
Mstep: Class 6 contains 6795 members 
Mstep: Class 7 contains 8187 members 
Mstep: Class 8 contains 13403 members 
Mstep: Class 9 contains 7980 members 
Mstep: Class 10 contains 21120 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 4764 members 
Mstep: Class 13 contains 10665 members 
Mstep: Class 14 contains 18656 members 
Mstep: Class 15 contains 9526 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 124436 members 
Mstep: Class 18 contains 4680 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 14792 members 
Mstep: Class 21 contains 9052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2324.313965 but Gain 3144.609375
Score: -34709716.000000 Penalty: 59747.574219
Iteration 1F: 20 clusters Score -3.470972e+07 nChanged 138117
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 15855 members 
Mstep: Class 3 contains 9526 members 
Mstep: Class 4 contains 4886 members 
Mstep: Class 6 contains 4526 members 
Mstep: Class 7 contains 3786 members 
Mstep: Class 8 contains 10622 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 16004 members 
Mstep: Class 11 contains 8700 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 19932 members 
Mstep: Class 14 contains 11794 members 
Mstep: Class 15 contains 4094 members 
Mstep: Class 16 contains 4145 members 
Mstep: Class 17 contains 176064 members 
Mstep: Class 19 contains 2108 members 
Mstep: Class 20 contains 10951 members 
Mstep: Class 21 contains 6270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2154.388672 but Gain 3144.609375
Score: -35130056.000000 Penalty: 56602.964844
Iteration 2F: 19 clusters Score -3.513006e+07 nChanged 61785
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 6 contains 5018 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 13458 members 
Mstep: Class 10 contains 13334 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 4056 members 
Mstep: Class 13 contains 28333 members 
Mstep: Class 14 contains 9121 members 
Mstep: Class 15 contains 3409 members 
Mstep: Class 16 contains 4857 members 
Mstep: Class 17 contains 173272 members 
Mstep: Class 19 contains 2467 members 
Mstep: Class 20 contains 12251 members 
Mstep: Class 21 contains 6181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35254032.000000 Penalty: 56602.964844
Iteration 3F: 19 clusters Score -3.525403e+07 nChanged 39268
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 12588 members 
Mstep: Class 3 contains 11094 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 6 contains 5238 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 16427 members 
Mstep: Class 10 contains 11391 members 
Mstep: Class 11 contains 12362 members 
Mstep: Class 12 contains 4553 members 
Mstep: Class 13 contains 28338 members 
Mstep: Class 14 contains 8700 members 
Mstep: Class 15 contains 3339 members 
Mstep: Class 16 contains 6194 members 
Mstep: Class 17 contains 165275 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 12139 members 
Mstep: Class 21 contains 8082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35323156.000000 Penalty: 56602.964844
Iteration 4F: 19 clusters Score -3.532316e+07 nChanged 32633
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 11180 members 
Mstep: Class 3 contains 13191 members 
Mstep: Class 4 contains 5370 members 
Mstep: Class 6 contains 5239 members 
Mstep: Class 7 contains 3809 members 
Mstep: Class 8 contains 19334 members 
Mstep: Class 10 contains 11673 members 
Mstep: Class 11 contains 13842 members 
Mstep: Class 12 contains 5116 members 
Mstep: Class 13 contains 26178 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3690 members 
Mstep: Class 16 contains 8217 members 
Mstep: Class 17 contains 155534 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 9770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35370388.000000 Penalty: 56602.964844
Iteration 5F: 19 clusters Score -3.537039e+07 nChanged 29045
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 10220 members 
Mstep: Class 3 contains 14672 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 21837 members 
Mstep: Class 10 contains 12975 members 
Mstep: Class 11 contains 14739 members 
Mstep: Class 12 contains 5646 members 
Mstep: Class 13 contains 23383 members 
Mstep: Class 14 contains 10105 members 
Mstep: Class 15 contains 4398 members 
Mstep: Class 16 contains 10599 members 
Mstep: Class 17 contains 145339 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 12857 members 
Mstep: Class 21 contains 10996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35407936.000000 Penalty: 56602.964844
Iteration 6F: 19 clusters Score -3.540794e+07 nChanged 26805
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9567 members 
Mstep: Class 3 contains 15518 members 
Mstep: Class 4 contains 7059 members 
Mstep: Class 6 contains 5253 members 
Mstep: Class 7 contains 5402 members 
Mstep: Class 8 contains 24020 members 
Mstep: Class 10 contains 14920 members 
Mstep: Class 11 contains 15028 members 
Mstep: Class 12 contains 6154 members 
Mstep: Class 13 contains 20497 members 
Mstep: Class 14 contains 10703 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 12942 members 
Mstep: Class 17 contains 135306 members 
Mstep: Class 19 contains 3916 members 
Mstep: Class 20 contains 13563 members 
Mstep: Class 21 contains 11937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35442296.000000 Penalty: 56602.964844
Iteration 7F: 19 clusters Score -3.54423e+07 nChanged 24852
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9145 members 
Mstep: Class 3 contains 15926 members 
Mstep: Class 4 contains 8455 members 
Mstep: Class 6 contains 5018 members 
Mstep: Class 7 contains 6423 members 
Mstep: Class 8 contains 26090 members 
Mstep: Class 10 contains 17331 members 
Mstep: Class 11 contains 14831 members 
Mstep: Class 12 contains 6609 members 
Mstep: Class 13 contains 18614 members 
Mstep: Class 14 contains 11079 members 
Mstep: Class 15 contains 6426 members 
Mstep: Class 16 contains 14775 members 
Mstep: Class 17 contains 125289 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 14387 members 
Mstep: Class 21 contains 12664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35473348.000000 Penalty: 56602.964844
Iteration 8F: 19 clusters Score -3.547335e+07 nChanged 23219
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 16065 members 
Mstep: Class 4 contains 10069 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 7384 members 
Mstep: Class 8 contains 27958 members 
Mstep: Class 10 contains 20186 members 
Mstep: Class 11 contains 14629 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 17567 members 
Mstep: Class 14 contains 11270 members 
Mstep: Class 15 contains 7378 members 
Mstep: Class 16 contains 16036 members 
Mstep: Class 17 contains 115189 members 
Mstep: Class 19 contains 4496 members 
Mstep: Class 20 contains 15447 members 
Mstep: Class 21 contains 13234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35502348.000000 Penalty: 56602.964844
Iteration 9F: 19 clusters Score -3.550235e+07 nChanged 20939
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8618 members 
Mstep: Class 3 contains 16114 members 
Mstep: Class 4 contains 11642 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 8289 members 
Mstep: Class 8 contains 29409 members 
Mstep: Class 10 contains 23288 members 
Mstep: Class 11 contains 14580 members 
Mstep: Class 12 contains 7324 members 
Mstep: Class 13 contains 17286 members 
Mstep: Class 14 contains 11231 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 16605 members 
Mstep: Class 17 contains 105599 members 
Mstep: Class 19 contains 4837 members 
Mstep: Class 20 contains 16593 members 
Mstep: Class 21 contains 13669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35526872.000000 Penalty: 56602.964844
Iteration 10F: 19 clusters Score -3.552687e+07 nChanged 19669
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 8448 members 
Mstep: Class 3 contains 15870 members 
Mstep: Class 4 contains 13113 members 
Mstep: Class 6 contains 4156 members 
Mstep: Class 7 contains 9175 members 
Mstep: Class 8 contains 30308 members 
Mstep: Class 10 contains 26802 members 
Mstep: Class 11 contains 14474 members 
Mstep: Class 12 contains 7594 members 
Mstep: Class 13 contains 16813 members 
Mstep: Class 14 contains 11193 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 17133 members 
Mstep: Class 17 contains 96828 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 18065 members 
Mstep: Class 21 contains 13876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35549048.000000 Penalty: 56602.964844
Iteration 11F: 19 clusters Score -3.554905e+07 nChanged 17963
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 15241 members 
Mstep: Class 4 contains 14517 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 9936 members 
Mstep: Class 8 contains 30771 members 
Mstep: Class 10 contains 30213 members 
Mstep: Class 11 contains 14334 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 16224 members 
Mstep: Class 14 contains 10889 members 
Mstep: Class 15 contains 9637 members 
Mstep: Class 16 contains 17480 members 
Mstep: Class 17 contains 89591 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 19818 members 
Mstep: Class 21 contains 14010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35569208.000000 Penalty: 56602.964844
Iteration 12F: 19 clusters Score -3.556921e+07 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8186 members 
Mstep: Class 3 contains 14367 members 
Mstep: Class 4 contains 15766 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 31020 members 
Mstep: Class 10 contains 32426 members 
Mstep: Class 11 contains 14174 members 
Mstep: Class 12 contains 7888 members 
Mstep: Class 13 contains 15808 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 17473 members 
Mstep: Class 17 contains 84546 members 
Mstep: Class 19 contains 5666 members 
Mstep: Class 20 contains 21684 members 
Mstep: Class 21 contains 14057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35582168.000000 Penalty: 56602.964844
Iteration 13Q: 19 clusters Score -3.558217e+07 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8011 members 
Mstep: Class 3 contains 13496 members 
Mstep: Class 4 contains 16906 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 7 contains 11359 members 
Mstep: Class 8 contains 31145 members 
Mstep: Class 10 contains 33377 members 
Mstep: Class 11 contains 14122 members 
Mstep: Class 12 contains 8072 members 
Mstep: Class 13 contains 15575 members 
Mstep: Class 14 contains 9983 members 
Mstep: Class 15 contains 10796 members 
Mstep: Class 16 contains 17222 members 
Mstep: Class 17 contains 81134 members 
Mstep: Class 19 contains 5718 members 
Mstep: Class 20 contains 23594 members 
Mstep: Class 21 contains 14086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35590808.000000 Penalty: 56602.964844
Iteration 14Q: 19 clusters Score -3.559081e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7789 members 
Mstep: Class 3 contains 12791 members 
Mstep: Class 4 contains 17834 members 
Mstep: Class 6 contains 3673 members 
Mstep: Class 7 contains 12107 members 
Mstep: Class 8 contains 31196 members 
Mstep: Class 10 contains 33702 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 8357 members 
Mstep: Class 13 contains 15437 members 
Mstep: Class 14 contains 9474 members 
Mstep: Class 15 contains 11316 members 
Mstep: Class 16 contains 16855 members 
Mstep: Class 17 contains 78479 members 
Mstep: Class 19 contains 5604 members 
Mstep: Class 20 contains 25472 members 
Mstep: Class 21 contains 14209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35597068.000000 Penalty: 56602.964844
Iteration 15Q: 19 clusters Score -3.559707e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7527 members 
Mstep: Class 3 contains 12370 members 
Mstep: Class 4 contains 18448 members 
Mstep: Class 6 contains 3677 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 31191 members 
Mstep: Class 10 contains 33721 members 
Mstep: Class 11 contains 14021 members 
Mstep: Class 12 contains 8713 members 
Mstep: Class 13 contains 15350 members 
Mstep: Class 14 contains 8992 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 16490 members 
Mstep: Class 17 contains 76377 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 27175 members 
Mstep: Class 21 contains 14324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35602392.000000 Penalty: 56602.964844
Iteration 16Q: 19 clusters Score -3.560239e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 12092 members 
Mstep: Class 4 contains 18884 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 13489 members 
Mstep: Class 8 contains 31178 members 
Mstep: Class 10 contains 33606 members 
Mstep: Class 11 contains 13918 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 15284 members 
Mstep: Class 14 contains 8456 members 
Mstep: Class 15 contains 12078 members 
Mstep: Class 16 contains 16100 members 
Mstep: Class 17 contains 74692 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 28754 members 
Mstep: Class 21 contains 14393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35606440.000000 Penalty: 56602.964844
Iteration 17Q: 19 clusters Score -3.560644e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7006 members 
Mstep: Class 3 contains 11878 members 
Mstep: Class 4 contains 19157 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 14120 members 
Mstep: Class 8 contains 31189 members 
Mstep: Class 10 contains 33398 members 
Mstep: Class 11 contains 13841 members 
Mstep: Class 12 contains 9549 members 
Mstep: Class 13 contains 15224 members 
Mstep: Class 14 contains 7945 members 
Mstep: Class 15 contains 12269 members 
Mstep: Class 16 contains 15761 members 
Mstep: Class 17 contains 73317 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 30111 members 
Mstep: Class 21 contains 14494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35609196.000000 Penalty: 56602.964844
Iteration 18Q: 19 clusters Score -3.56092e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6821 members 
Mstep: Class 3 contains 11720 members 
Mstep: Class 4 contains 19302 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 14738 members 
Mstep: Class 8 contains 31242 members 
Mstep: Class 10 contains 33197 members 
Mstep: Class 11 contains 13752 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 15181 members 
Mstep: Class 14 contains 7460 members 
Mstep: Class 15 contains 12422 members 
Mstep: Class 16 contains 15410 members 
Mstep: Class 17 contains 72019 members 
Mstep: Class 19 contains 5387 members 
Mstep: Class 20 contains 31348 members 
Mstep: Class 21 contains 14648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35611384.000000 Penalty: 56602.964844
Iteration 19Q: 19 clusters Score -3.561138e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6689 members 
Mstep: Class 3 contains 11601 members 
Mstep: Class 4 contains 19388 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 15210 members 
Mstep: Class 8 contains 31318 members 
Mstep: Class 10 contains 33021 members 
Mstep: Class 11 contains 13660 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 15158 members 
Mstep: Class 14 contains 6994 members 
Mstep: Class 15 contains 12547 members 
Mstep: Class 16 contains 15051 members 
Mstep: Class 17 contains 70917 members 
Mstep: Class 19 contains 5446 members 
Mstep: Class 20 contains 32387 members 
Mstep: Class 21 contains 14854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35613840.000000 Penalty: 56602.964844
Iteration 20F: 19 clusters Score -3.561384e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 11571 members 
Mstep: Class 4 contains 19390 members 
Mstep: Class 6 contains 4258 members 
Mstep: Class 7 contains 15562 members 
Mstep: Class 8 contains 31464 members 
Mstep: Class 10 contains 32828 members 
Mstep: Class 11 contains 13548 members 
Mstep: Class 12 contains 10394 members 
Mstep: Class 13 contains 15135 members 
Mstep: Class 14 contains 6602 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 14632 members 
Mstep: Class 17 contains 69913 members 
Mstep: Class 19 contains 5513 members 
Mstep: Class 20 contains 33344 members 
Mstep: Class 21 contains 15090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35615696.000000 Penalty: 56602.964844
Iteration 21Q: 19 clusters Score -3.56157e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 11588 members 
Mstep: Class 4 contains 19275 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 31680 members 
Mstep: Class 10 contains 32634 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 10626 members 
Mstep: Class 13 contains 15096 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 12779 members 
Mstep: Class 16 contains 14180 members 
Mstep: Class 17 contains 69073 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 34154 members 
Mstep: Class 21 contains 15298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35617904.000000 Penalty: 56602.964844
Iteration 22Q: 19 clusters Score -3.56179e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 11595 members 
Mstep: Class 4 contains 19080 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 15869 members 
Mstep: Class 8 contains 31920 members 
Mstep: Class 10 contains 32483 members 
Mstep: Class 11 contains 13394 members 
Mstep: Class 12 contains 10830 members 
Mstep: Class 13 contains 15088 members 
Mstep: Class 14 contains 6022 members 
Mstep: Class 15 contains 12860 members 
Mstep: Class 16 contains 13725 members 
Mstep: Class 17 contains 68304 members 
Mstep: Class 19 contains 5677 members 
Mstep: Class 20 contains 34905 members 
Mstep: Class 21 contains 15603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35619356.000000 Penalty: 56602.964844
Iteration 23Q: 19 clusters Score -3.561936e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 6323 members 
Mstep: Class 3 contains 11587 members 
Mstep: Class 4 contains 18932 members 
Mstep: Class 6 contains 5056 members 
Mstep: Class 7 contains 15875 members 
Mstep: Class 8 contains 32160 members 
Mstep: Class 10 contains 32360 members 
Mstep: Class 11 contains 13297 members 
Mstep: Class 12 contains 11048 members 
Mstep: Class 13 contains 15078 members 
Mstep: Class 14 contains 5803 members 
Mstep: Class 15 contains 12937 members 
Mstep: Class 16 contains 13275 members 
Mstep: Class 17 contains 67575 members 
Mstep: Class 19 contains 5761 members 
Mstep: Class 20 contains 35543 members 
Mstep: Class 21 contains 15876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35620896.000000 Penalty: 56602.964844
Iteration 24Q: 19 clusters Score -3.56209e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6255 members 
Mstep: Class 3 contains 11575 members 
Mstep: Class 4 contains 18827 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 15845 members 
Mstep: Class 8 contains 32403 members 
Mstep: Class 10 contains 32289 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 11247 members 
Mstep: Class 13 contains 15055 members 
Mstep: Class 14 contains 5615 members 
Mstep: Class 15 contains 12982 members 
Mstep: Class 16 contains 12843 members 
Mstep: Class 17 contains 66888 members 
Mstep: Class 19 contains 5839 members 
Mstep: Class 20 contains 36108 members 
Mstep: Class 21 contains 16134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35622368.000000 Penalty: 56602.964844
Iteration 25Q: 19 clusters Score -3.562237e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6196 members 
Mstep: Class 3 contains 11563 members 
Mstep: Class 4 contains 18832 members 
Mstep: Class 6 contains 5634 members 
Mstep: Class 7 contains 15751 members 
Mstep: Class 8 contains 32646 members 
Mstep: Class 10 contains 32220 members 
Mstep: Class 11 contains 13099 members 
Mstep: Class 12 contains 11433 members 
Mstep: Class 13 contains 15043 members 
Mstep: Class 14 contains 5430 members 
Mstep: Class 15 contains 13030 members 
Mstep: Class 16 contains 12397 members 
Mstep: Class 17 contains 66216 members 
Mstep: Class 19 contains 5926 members 
Mstep: Class 20 contains 36656 members 
Mstep: Class 21 contains 16409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35623380.000000 Penalty: 56602.964844
Iteration 26Q: 19 clusters Score -3.562338e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6150 members 
Mstep: Class 3 contains 11558 members 
Mstep: Class 4 contains 18858 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 15692 members 
Mstep: Class 8 contains 32828 members 
Mstep: Class 10 contains 32148 members 
Mstep: Class 11 contains 13018 members 
Mstep: Class 12 contains 11622 members 
Mstep: Class 13 contains 15034 members 
Mstep: Class 14 contains 5293 members 
Mstep: Class 15 contains 13076 members 
Mstep: Class 16 contains 11960 members 
Mstep: Class 17 contains 65572 members 
Mstep: Class 19 contains 6003 members 
Mstep: Class 20 contains 37153 members 
Mstep: Class 21 contains 16668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35624468.000000 Penalty: 56602.964844
Iteration 27Q: 19 clusters Score -3.562447e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6108 members 
Mstep: Class 3 contains 11527 members 
Mstep: Class 4 contains 18875 members 
Mstep: Class 6 contains 6058 members 
Mstep: Class 7 contains 15635 members 
Mstep: Class 8 contains 33009 members 
Mstep: Class 10 contains 32074 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 11793 members 
Mstep: Class 13 contains 15020 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 13102 members 
Mstep: Class 16 contains 11563 members 
Mstep: Class 17 contains 64945 members 
Mstep: Class 19 contains 6076 members 
Mstep: Class 20 contains 37582 members 
Mstep: Class 21 contains 16948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35625320.000000 Penalty: 56602.964844
Iteration 28Q: 19 clusters Score -3.562532e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6069 members 
Mstep: Class 3 contains 11502 members 
Mstep: Class 4 contains 18959 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 15548 members 
Mstep: Class 8 contains 33219 members 
Mstep: Class 10 contains 32025 members 
Mstep: Class 11 contains 12965 members 
Mstep: Class 12 contains 11942 members 
Mstep: Class 13 contains 15010 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 13083 members 
Mstep: Class 16 contains 11146 members 
Mstep: Class 17 contains 64338 members 
Mstep: Class 19 contains 6154 members 
Mstep: Class 20 contains 37961 members 
Mstep: Class 21 contains 17251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35626264.000000 Penalty: 56602.964844
Iteration 29Q: 19 clusters Score -3.562626e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6043 members 
Mstep: Class 3 contains 11476 members 
Mstep: Class 4 contains 19072 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 15445 members 
Mstep: Class 8 contains 33478 members 
Mstep: Class 10 contains 31986 members 
Mstep: Class 11 contains 12968 members 
Mstep: Class 12 contains 12086 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 13066 members 
Mstep: Class 16 contains 10683 members 
Mstep: Class 17 contains 63747 members 
Mstep: Class 19 contains 6227 members 
Mstep: Class 20 contains 38309 members 
Mstep: Class 21 contains 17513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35626908.000000 Penalty: 56602.964844
Iteration 30Q: 19 clusters Score -3.562691e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 4 contains 19192 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 7 contains 15349 members 
Mstep: Class 8 contains 33727 members 
Mstep: Class 10 contains 31956 members 
Mstep: Class 11 contains 13004 members 
Mstep: Class 12 contains 12205 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 4927 members 
Mstep: Class 15 contains 13055 members 
Mstep: Class 16 contains 10225 members 
Mstep: Class 17 contains 63186 members 
Mstep: Class 19 contains 6314 members 
Mstep: Class 20 contains 38599 members 
Mstep: Class 21 contains 17776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35627652.000000 Penalty: 56602.964844
Iteration 31Q: 19 clusters Score -3.562765e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 11413 members 
Mstep: Class 4 contains 19334 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 15253 members 
Mstep: Class 8 contains 33944 members 
Mstep: Class 10 contains 31954 members 
Mstep: Class 11 contains 12979 members 
Mstep: Class 12 contains 12283 members 
Mstep: Class 13 contains 14993 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 13069 members 
Mstep: Class 16 contains 9764 members 
Mstep: Class 17 contains 62641 members 
Mstep: Class 19 contains 6399 members 
Mstep: Class 20 contains 38922 members 
Mstep: Class 21 contains 18065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35628676.000000 Penalty: 56602.964844
Iteration 32Q: 19 clusters Score -3.562868e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 19495 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 15154 members 
Mstep: Class 8 contains 34205 members 
Mstep: Class 10 contains 31943 members 
Mstep: Class 11 contains 12970 members 
Mstep: Class 12 contains 12372 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 4839 members 
Mstep: Class 15 contains 13048 members 
Mstep: Class 16 contains 9307 members 
Mstep: Class 17 contains 62109 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 39207 members 
Mstep: Class 21 contains 18356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35629412.000000 Penalty: 56602.964844
Iteration 33Q: 19 clusters Score -3.562941e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5970 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 19694 members 
Mstep: Class 6 contains 6706 members 
Mstep: Class 7 contains 15024 members 
Mstep: Class 8 contains 34494 members 
Mstep: Class 10 contains 31926 members 
Mstep: Class 11 contains 12986 members 
Mstep: Class 12 contains 12430 members 
Mstep: Class 13 contains 14983 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 13023 members 
Mstep: Class 16 contains 8879 members 
Mstep: Class 17 contains 61572 members 
Mstep: Class 19 contains 6564 members 
Mstep: Class 20 contains 39496 members 
Mstep: Class 21 contains 18639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35630444.000000 Penalty: 56602.964844
Iteration 34Q: 19 clusters Score -3.563044e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5962 members 
Mstep: Class 3 contains 11207 members 
Mstep: Class 4 contains 19926 members 
Mstep: Class 6 contains 6746 members 
Mstep: Class 7 contains 14891 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 10 contains 31910 members 
Mstep: Class 11 contains 13019 members 
Mstep: Class 12 contains 12462 members 
Mstep: Class 13 contains 14974 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 12979 members 
Mstep: Class 16 contains 8461 members 
Mstep: Class 17 contains 61048 members 
Mstep: Class 19 contains 6645 members 
Mstep: Class 20 contains 39800 members 
Mstep: Class 21 contains 18939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35631180.000000 Penalty: 56602.964844
Iteration 35Q: 19 clusters Score -3.563118e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5959 members 
Mstep: Class 3 contains 11141 members 
Mstep: Class 4 contains 20143 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 14749 members 
Mstep: Class 8 contains 34912 members 
Mstep: Class 10 contains 31907 members 
Mstep: Class 11 contains 13044 members 
Mstep: Class 12 contains 12483 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 12959 members 
Mstep: Class 16 contains 8121 members 
Mstep: Class 17 contains 60541 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 40075 members 
Mstep: Class 21 contains 19218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35631908.000000 Penalty: 56602.964844
Iteration 36Q: 19 clusters Score -3.563191e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 11077 members 
Mstep: Class 4 contains 20391 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 14586 members 
Mstep: Class 8 contains 35076 members 
Mstep: Class 10 contains 31921 members 
Mstep: Class 11 contains 13066 members 
Mstep: Class 12 contains 12519 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 12918 members 
Mstep: Class 16 contains 7861 members 
Mstep: Class 17 contains 60008 members 
Mstep: Class 19 contains 6776 members 
Mstep: Class 20 contains 40335 members 
Mstep: Class 21 contains 19493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35632504.000000 Penalty: 56602.964844
Iteration 37Q: 19 clusters Score -3.56325e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 20633 members 
Mstep: Class 6 contains 6809 members 
Mstep: Class 7 contains 14453 members 
Mstep: Class 8 contains 35213 members 
Mstep: Class 10 contains 31928 members 
Mstep: Class 11 contains 13094 members 
Mstep: Class 12 contains 12560 members 
Mstep: Class 13 contains 14954 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 15 contains 12892 members 
Mstep: Class 16 contains 7646 members 
Mstep: Class 17 contains 59441 members 
Mstep: Class 19 contains 6844 members 
Mstep: Class 20 contains 40545 members 
Mstep: Class 21 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35632952.000000 Penalty: 56602.964844
Iteration 38Q: 19 clusters Score -3.563295e+07 nChanged 2317
Entering ConstructFrom: 
Score: -35632952.000000 Penalty: 56602.964844
Entering ConstructFrom: 
Trying to split cluster 1 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -296470.906250 Penalty: 1963.639282
	Iteration 0F: 2 clusters Score -296470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -293457.875000 Penalty: 3927.278564
	Iteration 0F: 3 clusters Score -293457.9 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -294042.000000 Penalty: 3927.278564
	Iteration 1F: 3 clusters Score -294042 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -294199.781250 Penalty: 3927.278564
	Iteration 2F: 3 clusters Score -294199.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -294262.437500 Penalty: 3927.278564
	Iteration 3Q: 3 clusters Score -294262.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -294312.718750 Penalty: 3927.278564
	Iteration 4Q: 3 clusters Score -294312.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -294374.531250 Penalty: 3927.278564
	Iteration 5Q: 3 clusters Score -294374.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -294457.031250 Penalty: 3927.278564
	Iteration 6Q: 3 clusters Score -294457 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -294576.156250 Penalty: 3927.278564
	Iteration 7Q: 3 clusters Score -294576.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -294741.062500 Penalty: 3927.278564
	Iteration 8Q: 3 clusters Score -294741.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -294972.593750 Penalty: 3927.278564
	Iteration 9F: 3 clusters Score -294972.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -295201.406250 Penalty: 3927.278564
	Iteration 10F: 3 clusters Score -295201.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -295388.375000 Penalty: 3927.278564
	Iteration 11F: 3 clusters Score -295388.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -295543.468750 Penalty: 3927.278564
	Iteration 12Q: 3 clusters Score -295543.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -295625.875000 Penalty: 3927.278564
	Iteration 13Q: 3 clusters Score -295625.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -295675.187500 Penalty: 3927.278564
	Iteration 14Q: 3 clusters Score -295675.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -295701.593750 Penalty: 3927.278564
	Iteration 15Q: 3 clusters Score -295701.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -295723.218750 Penalty: 3927.278564
	Iteration 16Q: 3 clusters Score -295723.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -295736.718750 Penalty: 3927.278564
	Iteration 17Q: 3 clusters Score -295736.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -295747.625000 Penalty: 3927.278564
	Iteration 18Q: 3 clusters Score -295747.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -295755.468750 Penalty: 3927.278564
	Iteration 19Q: 3 clusters Score -295755.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -295758.437500 Penalty: 3927.278564
	Iteration 20F: 3 clusters Score -295758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -295760.593750 Penalty: 3927.278564
	Iteration 21Q: 3 clusters Score -295760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -295763.312500 Penalty: 3927.278564
	Iteration 22Q: 3 clusters Score -295763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -295766.781250 Penalty: 3927.278564
	Iteration 23Q: 3 clusters Score -295766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -295770.812500 Penalty: 3927.278564
	Iteration 24Q: 3 clusters Score -295770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -295774.000000 Penalty: 3927.278564
	Iteration 25Q: 3 clusters Score -295774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -295775.656250 Penalty: 3927.278564
	Iteration 26Q: 3 clusters Score -295775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -295778.500000 Penalty: 3927.278564
	Iteration 27Q: 3 clusters Score -295778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -295780.312500 Penalty: 3927.278564
	Iteration 28Q: 3 clusters Score -295780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -295783.343750 Penalty: 3927.278564
	Iteration 29Q: 3 clusters Score -295783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -295784.593750 Penalty: 3927.278564
	Iteration 30Q: 3 clusters Score -295784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -295788.281250 Penalty: 3927.278564
	Iteration 31Q: 3 clusters Score -295788.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -295790.125000 Penalty: 3927.278564
	Iteration 32Q: 3 clusters Score -295790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -295790.125000 Penalty: 3927.278564
	Iteration 33F: 3 clusters Score -295790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -475269.312500 Penalty: 2155.404297
	Iteration 0F: 2 clusters Score -475269.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -470199.625000 Penalty: 4310.808594
	Iteration 0F: 3 clusters Score -470199.6 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -471626.718750 Penalty: 4310.808594
	Iteration 1F: 3 clusters Score -471626.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -471976.500000 Penalty: 4310.808594
	Iteration 2F: 3 clusters Score -471976.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -472335.468750 Penalty: 4310.808594
	Iteration 3F: 3 clusters Score -472335.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -472748.781250 Penalty: 4310.808594
	Iteration 4F: 3 clusters Score -472748.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -473311.093750 Penalty: 4310.808594
	Iteration 5F: 3 clusters Score -473311.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -474111.187500 Penalty: 4310.808594
	Iteration 6F: 3 clusters Score -474111.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -474816.500000 Penalty: 4310.808594
	Iteration 7F: 3 clusters Score -474816.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -475263.031250 Penalty: 4310.808594
	Iteration 8F: 3 clusters Score -475263 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -475490.812500 Penalty: 4310.808594
	Iteration 9Q: 3 clusters Score -475490.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -475613.968750 Penalty: 4310.808594
	Iteration 10Q: 3 clusters Score -475614 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -475675.312500 Penalty: 4310.808594
	Iteration 11Q: 3 clusters Score -475675.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -475716.000000 Penalty: 4310.808594
	Iteration 12Q: 3 clusters Score -475716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -475738.468750 Penalty: 4310.808594
	Iteration 13Q: 3 clusters Score -475738.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -475761.250000 Penalty: 4310.808594
	Iteration 14Q: 3 clusters Score -475761.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -475775.968750 Penalty: 4310.808594
	Iteration 15Q: 3 clusters Score -475776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -475784.875000 Penalty: 4310.808594
	Iteration 16Q: 3 clusters Score -475784.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -475793.343750 Penalty: 4310.808594
	Iteration 17Q: 3 clusters Score -475793.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -475799.812500 Penalty: 4310.808594
	Iteration 18Q: 3 clusters Score -475799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -475801.031250 Penalty: 4310.808594
	Iteration 19Q: 3 clusters Score -475801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -475800.906250 Penalty: 4310.808594
	Iteration 20F: 3 clusters Score -475800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -475802.625000 Penalty: 4310.808594
	Iteration 21Q: 3 clusters Score -475802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -475802.593750 Penalty: 4310.808594
	Iteration 22Q: 3 clusters Score -475802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -475802.781250 Penalty: 4310.808594
	Iteration 23Q: 3 clusters Score -475802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -475805.187500 Penalty: 4310.808594
	Iteration 24Q: 3 clusters Score -475805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -475806.281250 Penalty: 4310.808594
	Iteration 25Q: 3 clusters Score -475806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -475806.281250 Penalty: 4310.808594
	Iteration 26F: 3 clusters Score -475806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4463 members 
Mstep: Class 3 contains 10938 members 
Mstep: Class 4 contains 20880 members 
Mstep: Class 5 contains 1487 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 35371 members 
Mstep: Class 10 contains 31939 members 
Mstep: Class 11 contains 13136 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 58850 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 40748 members 
Mstep: Class 21 contains 20032 members 
Entering Unmasked Estep 
Score: -35632772.000000 Penalty: 59747.574219
Splitting cluster 2 changes total score from -35632952.000000 to -35632772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (10938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Entering Unmasked Estep 
Score: -1282866.125000 Penalty: 2306.399658
	Iteration 0F: 2 clusters Score -1282866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1274636.500000 Penalty: 4612.799316
	Iteration 0F: 3 clusters Score -1274636 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1277330.250000 Penalty: 4612.799316
	Iteration 1F: 3 clusters Score -1277330 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1278198.000000 Penalty: 4612.799316
	Iteration 2F: 3 clusters Score -1278198 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1280046.625000 Penalty: 4612.799316
	Iteration 3F: 3 clusters Score -1280047 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1282356.875000 Penalty: 4612.799316
	Iteration 4F: 3 clusters Score -1282357 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1284156.750000 Penalty: 4612.799316
	Iteration 5F: 3 clusters Score -1284157 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1285318.750000 Penalty: 4612.799316
	Iteration 6F: 3 clusters Score -1285319 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1285794.000000 Penalty: 4612.799316
	Iteration 7F: 3 clusters Score -1285794 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1286031.375000 Penalty: 4612.799316
	Iteration 8Q: 3 clusters Score -1286031 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1286181.500000 Penalty: 4612.799316
	Iteration 9Q: 3 clusters Score -1286182 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1286251.125000 Penalty: 4612.799316
	Iteration 10Q: 3 clusters Score -1286251 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1286300.125000 Penalty: 4612.799316
	Iteration 11Q: 3 clusters Score -1286300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1286337.375000 Penalty: 4612.799316
	Iteration 12Q: 3 clusters Score -1286337 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1286370.000000 Penalty: 4612.799316
	Iteration 13Q: 3 clusters Score -1286370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1286385.375000 Penalty: 4612.799316
	Iteration 14Q: 3 clusters Score -1286385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1286405.875000 Penalty: 4612.799316
	Iteration 15Q: 3 clusters Score -1286406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1286420.875000 Penalty: 4612.799316
	Iteration 16Q: 3 clusters Score -1286421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1286432.250000 Penalty: 4612.799316
	Iteration 17Q: 3 clusters Score -1286432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1286441.625000 Penalty: 4612.799316
	Iteration 18Q: 3 clusters Score -1286442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1286449.000000 Penalty: 4612.799316
	Iteration 19Q: 3 clusters Score -1286449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1286458.750000 Penalty: 4612.799316
	Iteration 20F: 3 clusters Score -1286459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1286466.000000 Penalty: 4612.799316
	Iteration 21Q: 3 clusters Score -1286466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1286479.375000 Penalty: 4612.799316
	Iteration 22Q: 3 clusters Score -1286479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1286495.125000 Penalty: 4612.799316
	Iteration 23Q: 3 clusters Score -1286495 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1286513.000000 Penalty: 4612.799316
	Iteration 24Q: 3 clusters Score -1286513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1286534.125000 Penalty: 4612.799316
	Iteration 25Q: 3 clusters Score -1286534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1286560.625000 Penalty: 4612.799316
	Iteration 26Q: 3 clusters Score -1286561 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1286584.750000 Penalty: 4612.799316
	Iteration 27Q: 3 clusters Score -1286585 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1286616.375000 Penalty: 4612.799316
	Iteration 28Q: 3 clusters Score -1286616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1286649.250000 Penalty: 4612.799316
	Iteration 29Q: 3 clusters Score -1286649 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1286686.750000 Penalty: 4612.799316
	Iteration 30Q: 3 clusters Score -1286687 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1286731.750000 Penalty: 4612.799316
	Iteration 31Q: 3 clusters Score -1286732 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1286788.875000 Penalty: 4612.799316
	Iteration 32Q: 3 clusters Score -1286789 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1286861.375000 Penalty: 4612.799316
	Iteration 33Q: 3 clusters Score -1286861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1286945.625000 Penalty: 4612.799316
	Iteration 34Q: 3 clusters Score -1286946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1287045.125000 Penalty: 4612.799316
	Iteration 35Q: 3 clusters Score -1287045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1287185.500000 Penalty: 4612.799316
	Iteration 36Q: 3 clusters Score -1287186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1287348.500000 Penalty: 4612.799316
	Iteration 37Q: 3 clusters Score -1287348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1287586.375000 Penalty: 4612.799316
	Iteration 38Q: 3 clusters Score -1287586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1287837.750000 Penalty: 4612.799316
	Iteration 39Q: 3 clusters Score -1287838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1287986.875000 Penalty: 4612.799316
	Iteration 40F: 3 clusters Score -1287987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1288045.000000 Penalty: 4612.799316
	Iteration 41Q: 3 clusters Score -1288045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1288078.250000 Penalty: 4612.799316
	Iteration 42Q: 3 clusters Score -1288078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1288088.375000 Penalty: 4612.799316
	Iteration 43Q: 3 clusters Score -1288088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1288106.625000 Penalty: 4612.799316
	Iteration 44Q: 3 clusters Score -1288107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1288111.250000 Penalty: 4612.799316
	Iteration 45Q: 3 clusters Score -1288111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1288115.000000 Penalty: 4612.799316
	Iteration 46Q: 3 clusters Score -1288115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1288118.750000 Penalty: 4612.799316
	Iteration 47Q: 3 clusters Score -1288119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1288118.500000 Penalty: 4612.799316
	Iteration 48Q: 3 clusters Score -1288118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1288121.375000 Penalty: 4612.799316
	Iteration 49Q: 3 clusters Score -1288121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1288121.500000 Penalty: 4612.799316
	Iteration 50Q: 3 clusters Score -1288122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1288121.500000 Penalty: 4612.799316
	Iteration 51F: 3 clusters Score -1288122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 20880 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 14289 members 
Mstep: Class 8 contains 35371 members 
Mstep: Class 10 contains 31939 members 
Mstep: Class 11 contains 13136 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 58850 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 40748 members 
Mstep: Class 21 contains 20032 members 
Entering Unmasked Estep 
Score: -35637608.000000 Penalty: 59747.574219
Splitting cluster 3 changes total score from -35632952.000000 to -35637608.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (20880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Entering Unmasked Estep 
Score: -2526064.250000 Penalty: 2466.743896
	Iteration 0F: 2 clusters Score -2526064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2511389.250000 Penalty: 4933.487793
	Iteration 0F: 3 clusters Score -2511389 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2516444.000000 Penalty: 4933.487793
	Iteration 1F: 3 clusters Score -2516444 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2516994.250000 Penalty: 4933.487793
	Iteration 2F: 3 clusters Score -2516994 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2517557.250000 Penalty: 4933.487793
	Iteration 3F: 3 clusters Score -2517557 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2518180.750000 Penalty: 4933.487793
	Iteration 4F: 3 clusters Score -2518181 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2518893.250000 Penalty: 4933.487793
	Iteration 5F: 3 clusters Score -2518893 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2519711.500000 Penalty: 4933.487793
	Iteration 6F: 3 clusters Score -2519712 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2520602.250000 Penalty: 4933.487793
	Iteration 7F: 3 clusters Score -2520602 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2521521.750000 Penalty: 4933.487793
	Iteration 8F: 3 clusters Score -2521522 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2522394.250000 Penalty: 4933.487793
	Iteration 9Q: 3 clusters Score -2522394 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2523160.000000 Penalty: 4933.487793
	Iteration 10Q: 3 clusters Score -2523160 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2523709.750000 Penalty: 4933.487793
	Iteration 11Q: 3 clusters Score -2523710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2524091.500000 Penalty: 4933.487793
	Iteration 12Q: 3 clusters Score -2524092 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2524296.750000 Penalty: 4933.487793
	Iteration 13Q: 3 clusters Score -2524297 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2524406.000000 Penalty: 4933.487793
	Iteration 14Q: 3 clusters Score -2524406 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2524461.250000 Penalty: 4933.487793
	Iteration 15Q: 3 clusters Score -2524461 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2524503.500000 Penalty: 4933.487793
	Iteration 16Q: 3 clusters Score -2524504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2524524.000000 Penalty: 4933.487793
	Iteration 17Q: 3 clusters Score -2524524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2524552.750000 Penalty: 4933.487793
	Iteration 18Q: 3 clusters Score -2524553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2524549.000000 Penalty: 4933.487793
	Iteration 19Q: 3 clusters Score -2524549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2524556.000000 Penalty: 4933.487793
	Iteration 20F: 3 clusters Score -2524556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2524566.750000 Penalty: 4933.487793
	Iteration 21Q: 3 clusters Score -2524567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2524575.000000 Penalty: 4933.487793
	Iteration 22Q: 3 clusters Score -2524575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2524583.500000 Penalty: 4933.487793
	Iteration 23Q: 3 clusters Score -2524584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2524586.250000 Penalty: 4933.487793
	Iteration 24Q: 3 clusters Score -2524586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2524594.750000 Penalty: 4933.487793
	Iteration 25Q: 3 clusters Score -2524595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2524592.750000 Penalty: 4933.487793
	Iteration 26Q: 3 clusters Score -2524593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2524593.500000 Penalty: 4933.487793
	Iteration 27Q: 3 clusters Score -2524594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2524591.000000 Penalty: 4933.487793
	Iteration 28Q: 3 clusters Score -2524591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2524595.250000 Penalty: 4933.487793
	Iteration 29Q: 3 clusters Score -2524595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2524593.750000 Penalty: 4933.487793
	Iteration 30Q: 3 clusters Score -2524594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2524596.500000 Penalty: 4933.487793
	Iteration 31Q: 3 clusters Score -2524596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2524595.250000 Penalty: 4933.487793
	Iteration 32Q: 3 clusters Score -2524595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2524598.250000 Penalty: 4933.487793
	Iteration 33Q: 3 clusters Score -2524598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -2524598.000000 Penalty: 4933.487793
	Iteration 34Q: 3 clusters Score -2524598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2524597.000000 Penalty: 4933.487793
	Iteration 35Q: 3 clusters Score -2524597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2524599.000000 Penalty: 4933.487793
	Iteration 36Q: 3 clusters Score -2524599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2524599.000000 Penalty: 4933.487793
	Iteration 37F: 3 clusters Score -2524599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Entering Unmasked Estep 
Score: -792728.875000 Penalty: 2189.902100
	Iteration 0F: 2 clusters Score -792728.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -786994.187500 Penalty: 4379.804199
	Iteration 0F: 3 clusters Score -786994.2 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -788545.062500 Penalty: 4379.804199
	Iteration 1F: 3 clusters Score -788545.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -788900.687500 Penalty: 4379.804199
	Iteration 2F: 3 clusters Score -788900.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -789232.375000 Penalty: 4379.804199
	Iteration 3F: 3 clusters Score -789232.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -789610.500000 Penalty: 4379.804199
	Iteration 4F: 3 clusters Score -789610.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -790019.937500 Penalty: 4379.804199
	Iteration 5F: 3 clusters Score -790019.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -790422.437500 Penalty: 4379.804199
	Iteration 6F: 3 clusters Score -790422.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -790801.500000 Penalty: 4379.804199
	Iteration 7F: 3 clusters Score -790801.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -791096.125000 Penalty: 4379.804199
	Iteration 8Q: 3 clusters Score -791096.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -791322.125000 Penalty: 4379.804199
	Iteration 9Q: 3 clusters Score -791322.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -791512.000000 Penalty: 4379.804199
	Iteration 10Q: 3 clusters Score -791512 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -791720.187500 Penalty: 4379.804199
	Iteration 11Q: 3 clusters Score -791720.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -791983.437500 Penalty: 4379.804199
	Iteration 12Q: 3 clusters Score -791983.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -792171.875000 Penalty: 4379.804199
	Iteration 13Q: 3 clusters Score -792171.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -792274.937500 Penalty: 4379.804199
	Iteration 14Q: 3 clusters Score -792274.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -792340.875000 Penalty: 4379.804199
	Iteration 15Q: 3 clusters Score -792340.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -792391.375000 Penalty: 4379.804199
	Iteration 16Q: 3 clusters Score -792391.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -792440.875000 Penalty: 4379.804199
	Iteration 17Q: 3 clusters Score -792440.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -792478.187500 Penalty: 4379.804199
	Iteration 18Q: 3 clusters Score -792478.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -792506.000000 Penalty: 4379.804199
	Iteration 19Q: 3 clusters Score -792506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -792530.125000 Penalty: 4379.804199
	Iteration 20F: 3 clusters Score -792530.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -792545.687500 Penalty: 4379.804199
	Iteration 21Q: 3 clusters Score -792545.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -792555.187500 Penalty: 4379.804199
	Iteration 22Q: 3 clusters Score -792555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -792563.937500 Penalty: 4379.804199
	Iteration 23Q: 3 clusters Score -792563.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -792572.437500 Penalty: 4379.804199
	Iteration 24Q: 3 clusters Score -792572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -792580.250000 Penalty: 4379.804199
	Iteration 25Q: 3 clusters Score -792580.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -792591.000000 Penalty: 4379.804199
	Iteration 26Q: 3 clusters Score -792591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -792604.437500 Penalty: 4379.804199
	Iteration 27Q: 3 clusters Score -792604.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -792622.500000 Penalty: 4379.804199
	Iteration 28Q: 3 clusters Score -792622.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -792638.625000 Penalty: 4379.804199
	Iteration 29Q: 3 clusters Score -792638.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -792644.125000 Penalty: 4379.804199
	Iteration 30Q: 3 clusters Score -792644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -792650.125000 Penalty: 4379.804199
	Iteration 31Q: 3 clusters Score -792650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -792653.312500 Penalty: 4379.804199
	Iteration 32Q: 3 clusters Score -792653.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -792659.125000 Penalty: 4379.804199
	Iteration 33Q: 3 clusters Score -792659.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -792664.687500 Penalty: 4379.804199
	Iteration 34Q: 3 clusters Score -792664.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -792668.500000 Penalty: 4379.804199
	Iteration 35Q: 3 clusters Score -792668.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -792673.437500 Penalty: 4379.804199
	Iteration 36Q: 3 clusters Score -792673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -792675.875000 Penalty: 4379.804199
	Iteration 37Q: 3 clusters Score -792675.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -792676.187500 Penalty: 4379.804199
	Iteration 38Q: 3 clusters Score -792676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -792676.062500 Penalty: 4379.804199
	Iteration 39Q: 3 clusters Score -792676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -792677.000000 Penalty: 4379.804199
	Iteration 40F: 3 clusters Score -792677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -792676.375000 Penalty: 4379.804199
	Iteration 41Q: 3 clusters Score -792676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -792677.812500 Penalty: 4379.804199
	Iteration 42Q: 3 clusters Score -792677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -792676.812500 Penalty: 4379.804199
	Iteration 43Q: 3 clusters Score -792676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -792676.812500 Penalty: 4379.804199
	Iteration 44F: 3 clusters Score -792676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Entering Unmasked Estep 
Score: -1659992.750000 Penalty: 2372.676758
	Iteration 0F: 2 clusters Score -1659993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1649662.250000 Penalty: 4745.353516
	Iteration 0F: 3 clusters Score -1649662 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1653010.750000 Penalty: 4745.353516
	Iteration 1F: 3 clusters Score -1653011 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1653563.000000 Penalty: 4745.353516
	Iteration 2F: 3 clusters Score -1653563 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1654311.125000 Penalty: 4745.353516
	Iteration 3F: 3 clusters Score -1654311 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1655230.375000 Penalty: 4745.353516
	Iteration 4F: 3 clusters Score -1655230 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1656235.750000 Penalty: 4745.353516
	Iteration 5F: 3 clusters Score -1656236 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1657107.875000 Penalty: 4745.353516
	Iteration 6F: 3 clusters Score -1657108 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1657740.250000 Penalty: 4745.353516
	Iteration 7F: 3 clusters Score -1657740 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1658134.625000 Penalty: 4745.353516
	Iteration 8Q: 3 clusters Score -1658135 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1658394.750000 Penalty: 4745.353516
	Iteration 9Q: 3 clusters Score -1658395 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1658603.625000 Penalty: 4745.353516
	Iteration 10Q: 3 clusters Score -1658604 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1658797.125000 Penalty: 4745.353516
	Iteration 11Q: 3 clusters Score -1658797 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1658978.375000 Penalty: 4745.353516
	Iteration 12Q: 3 clusters Score -1658978 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1659150.000000 Penalty: 4745.353516
	Iteration 13Q: 3 clusters Score -1659150 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1659295.750000 Penalty: 4745.353516
	Iteration 14Q: 3 clusters Score -1659296 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1659426.250000 Penalty: 4745.353516
	Iteration 15Q: 3 clusters Score -1659426 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1659548.000000 Penalty: 4745.353516
	Iteration 16Q: 3 clusters Score -1659548 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1659670.250000 Penalty: 4745.353516
	Iteration 17Q: 3 clusters Score -1659670 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1659759.875000 Penalty: 4745.353516
	Iteration 18Q: 3 clusters Score -1659760 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1659821.125000 Penalty: 4745.353516
	Iteration 19Q: 3 clusters Score -1659821 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1659881.625000 Penalty: 4745.353516
	Iteration 20F: 3 clusters Score -1659882 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1659930.125000 Penalty: 4745.353516
	Iteration 21Q: 3 clusters Score -1659930 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1659974.000000 Penalty: 4745.353516
	Iteration 22Q: 3 clusters Score -1659974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1660005.000000 Penalty: 4745.353516
	Iteration 23Q: 3 clusters Score -1660005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1660025.875000 Penalty: 4745.353516
	Iteration 24Q: 3 clusters Score -1660026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1660036.625000 Penalty: 4745.353516
	Iteration 25Q: 3 clusters Score -1660037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1660046.875000 Penalty: 4745.353516
	Iteration 26Q: 3 clusters Score -1660047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1660052.500000 Penalty: 4745.353516
	Iteration 27Q: 3 clusters Score -1660052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1660059.375000 Penalty: 4745.353516
	Iteration 28Q: 3 clusters Score -1660059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1660061.625000 Penalty: 4745.353516
	Iteration 29Q: 3 clusters Score -1660062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1660069.125000 Penalty: 4745.353516
	Iteration 30Q: 3 clusters Score -1660069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1660074.750000 Penalty: 4745.353516
	Iteration 31Q: 3 clusters Score -1660075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1660075.125000 Penalty: 4745.353516
	Iteration 32Q: 3 clusters Score -1660075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1660077.750000 Penalty: 4745.353516
	Iteration 33Q: 3 clusters Score -1660078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1660081.625000 Penalty: 4745.353516
	Iteration 34Q: 3 clusters Score -1660082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1660082.750000 Penalty: 4745.353516
	Iteration 35Q: 3 clusters Score -1660083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1660086.125000 Penalty: 4745.353516
	Iteration 36Q: 3 clusters Score -1660086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1660091.125000 Penalty: 4745.353516
	Iteration 37Q: 3 clusters Score -1660091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1660091.000000 Penalty: 4745.353516
	Iteration 38Q: 3 clusters Score -1660091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1660091.625000 Penalty: 4745.353516
	Iteration 39Q: 3 clusters Score -1660092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1660090.250000 Penalty: 4745.353516
	Iteration 40F: 3 clusters Score -1660090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1660094.125000 Penalty: 4745.353516
	Iteration 41Q: 3 clusters Score -1660094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1660092.375000 Penalty: 4745.353516
	Iteration 42Q: 3 clusters Score -1660092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1660091.375000 Penalty: 4745.353516
	Iteration 43Q: 3 clusters Score -1660091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1660094.750000 Penalty: 4745.353516
	Iteration 44Q: 3 clusters Score -1660095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1660096.375000 Penalty: 4745.353516
	Iteration 45Q: 3 clusters Score -1660096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1660096.375000 Penalty: 4745.353516
	Iteration 46F: 3 clusters Score -1660096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 20880 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 35371 members 
Mstep: Class 9 contains 9456 members 
Mstep: Class 10 contains 31939 members 
Mstep: Class 11 contains 13136 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 58850 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 40748 members 
Mstep: Class 21 contains 20032 members 
Entering Unmasked Estep 
Score: -35637060.000000 Penalty: 62892.183594
Splitting cluster 7 changes total score from -35632952.000000 to -35637060.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (35371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Entering Unmasked Estep 
Score: -4109159.500000 Penalty: 2597.464600
	Iteration 0F: 2 clusters Score -4109160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4085177.250000 Penalty: 5194.929199
	Iteration 0F: 3 clusters Score -4085177 nChanged 16078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -4094412.000000 Penalty: 5194.929199
	Iteration 1F: 3 clusters Score -4094412 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4095232.250000 Penalty: 5194.929199
	Iteration 2F: 3 clusters Score -4095232 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4096077.250000 Penalty: 5194.929199
	Iteration 3F: 3 clusters Score -4096077 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4097039.500000 Penalty: 5194.929199
	Iteration 4F: 3 clusters Score -4097040 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4098167.250000 Penalty: 5194.929199
	Iteration 5F: 3 clusters Score -4098167 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -4099430.500000 Penalty: 5194.929199
	Iteration 6F: 3 clusters Score -4099430 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4100756.250000 Penalty: 5194.929199
	Iteration 7F: 3 clusters Score -4100756 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4101966.500000 Penalty: 5194.929199
	Iteration 8F: 3 clusters Score -4101966 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -4102858.000000 Penalty: 5194.929199
	Iteration 9Q: 3 clusters Score -4102858 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -4103462.000000 Penalty: 5194.929199
	Iteration 10Q: 3 clusters Score -4103462 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -4103930.250000 Penalty: 5194.929199
	Iteration 11Q: 3 clusters Score -4103930 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4104292.250000 Penalty: 5194.929199
	Iteration 12Q: 3 clusters Score -4104292 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -4104613.250000 Penalty: 5194.929199
	Iteration 13Q: 3 clusters Score -4104613 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -4104898.250000 Penalty: 5194.929199
	Iteration 14Q: 3 clusters Score -4104898 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -4105147.000000 Penalty: 5194.929199
	Iteration 15Q: 3 clusters Score -4105147 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4105370.000000 Penalty: 5194.929199
	Iteration 16Q: 3 clusters Score -4105370 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4105516.000000 Penalty: 5194.929199
	Iteration 17Q: 3 clusters Score -4105516 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -4105620.000000 Penalty: 5194.929199
	Iteration 18Q: 3 clusters Score -4105620 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4105686.750000 Penalty: 5194.929199
	Iteration 19Q: 3 clusters Score -4105687 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -4105772.250000 Penalty: 5194.929199
	Iteration 20F: 3 clusters Score -4105772 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4105837.250000 Penalty: 5194.929199
	Iteration 21Q: 3 clusters Score -4105837 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4105919.500000 Penalty: 5194.929199
	Iteration 22Q: 3 clusters Score -4105920 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -4105964.500000 Penalty: 5194.929199
	Iteration 23Q: 3 clusters Score -4105964 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -4105999.500000 Penalty: 5194.929199
	Iteration 24Q: 3 clusters Score -4106000 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4106041.000000 Penalty: 5194.929199
	Iteration 25Q: 3 clusters Score -4106041 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4106062.000000 Penalty: 5194.929199
	Iteration 26Q: 3 clusters Score -4106062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4106085.000000 Penalty: 5194.929199
	Iteration 27Q: 3 clusters Score -4106085 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -4106110.000000 Penalty: 5194.929199
	Iteration 28Q: 3 clusters Score -4106110 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4106159.250000 Penalty: 5194.929199
	Iteration 29Q: 3 clusters Score -4106159 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -4106177.500000 Penalty: 5194.929199
	Iteration 30Q: 3 clusters Score -4106178 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -4106215.500000 Penalty: 5194.929199
	Iteration 31Q: 3 clusters Score -4106216 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4106235.500000 Penalty: 5194.929199
	Iteration 32Q: 3 clusters Score -4106236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -4106258.500000 Penalty: 5194.929199
	Iteration 33Q: 3 clusters Score -4106258 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4106292.250000 Penalty: 5194.929199
	Iteration 34Q: 3 clusters Score -4106292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4106326.750000 Penalty: 5194.929199
	Iteration 35Q: 3 clusters Score -4106327 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -4106359.750000 Penalty: 5194.929199
	Iteration 36Q: 3 clusters Score -4106360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4106394.750000 Penalty: 5194.929199
	Iteration 37Q: 3 clusters Score -4106395 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4106444.500000 Penalty: 5194.929199
	Iteration 38Q: 3 clusters Score -4106444 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -4106493.500000 Penalty: 5194.929199
	Iteration 39Q: 3 clusters Score -4106494 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4106534.750000 Penalty: 5194.929199
	Iteration 40F: 3 clusters Score -4106535 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4106591.500000 Penalty: 5194.929199
	Iteration 41Q: 3 clusters Score -4106592 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4106637.750000 Penalty: 5194.929199
	Iteration 42Q: 3 clusters Score -4106638 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4106691.250000 Penalty: 5194.929199
	Iteration 43Q: 3 clusters Score -4106691 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4106743.000000 Penalty: 5194.929199
	Iteration 44Q: 3 clusters Score -4106743 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4106782.500000 Penalty: 5194.929199
	Iteration 45Q: 3 clusters Score -4106782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4106831.500000 Penalty: 5194.929199
	Iteration 46Q: 3 clusters Score -4106832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4106864.000000 Penalty: 5194.929199
	Iteration 47Q: 3 clusters Score -4106864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4106901.750000 Penalty: 5194.929199
	Iteration 48Q: 3 clusters Score -4106902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4106916.750000 Penalty: 5194.929199
	Iteration 49Q: 3 clusters Score -4106917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4106935.000000 Penalty: 5194.929199
	Iteration 50Q: 3 clusters Score -4106935 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4106950.750000 Penalty: 5194.929199
	Iteration 51Q: 3 clusters Score -4106951 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4106977.250000 Penalty: 5194.929199
	Iteration 52Q: 3 clusters Score -4106977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4106990.750000 Penalty: 5194.929199
	Iteration 53Q: 3 clusters Score -4106991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4106999.750000 Penalty: 5194.929199
	Iteration 54Q: 3 clusters Score -4107000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4107001.500000 Penalty: 5194.929199
	Iteration 55Q: 3 clusters Score -4107002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4107009.000000 Penalty: 5194.929199
	Iteration 56Q: 3 clusters Score -4107009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4107023.250000 Penalty: 5194.929199
	Iteration 57Q: 3 clusters Score -4107023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4107041.250000 Penalty: 5194.929199
	Iteration 58Q: 3 clusters Score -4107041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4107060.500000 Penalty: 5194.929199
	Iteration 59Q: 3 clusters Score -4107060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4107075.250000 Penalty: 5194.929199
	Iteration 60F: 3 clusters Score -4107075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4107096.750000 Penalty: 5194.929199
	Iteration 61Q: 3 clusters Score -4107097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4107116.250000 Penalty: 5194.929199
	Iteration 62Q: 3 clusters Score -4107116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4107138.750000 Penalty: 5194.929199
	Iteration 63Q: 3 clusters Score -4107139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4107154.500000 Penalty: 5194.929199
	Iteration 64Q: 3 clusters Score -4107154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4107158.500000 Penalty: 5194.929199
	Iteration 65Q: 3 clusters Score -4107158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4107181.750000 Penalty: 5194.929199
	Iteration 66Q: 3 clusters Score -4107182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4107188.500000 Penalty: 5194.929199
	Iteration 67Q: 3 clusters Score -4107188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4107206.250000 Penalty: 5194.929199
	Iteration 68Q: 3 clusters Score -4107206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4107208.250000 Penalty: 5194.929199
	Iteration 69Q: 3 clusters Score -4107208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4107218.750000 Penalty: 5194.929199
	Iteration 70Q: 3 clusters Score -4107219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4107235.500000 Penalty: 5194.929199
	Iteration 71Q: 3 clusters Score -4107236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4107243.750000 Penalty: 5194.929199
	Iteration 72Q: 3 clusters Score -4107244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4107250.500000 Penalty: 5194.929199
	Iteration 73Q: 3 clusters Score -4107250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4107262.750000 Penalty: 5194.929199
	Iteration 74Q: 3 clusters Score -4107263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4107270.750000 Penalty: 5194.929199
	Iteration 75Q: 3 clusters Score -4107271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4107283.250000 Penalty: 5194.929199
	Iteration 76Q: 3 clusters Score -4107283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4107285.750000 Penalty: 5194.929199
	Iteration 77Q: 3 clusters Score -4107286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4107295.750000 Penalty: 5194.929199
	Iteration 78Q: 3 clusters Score -4107296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4107293.000000 Penalty: 5194.929199
	Iteration 79Q: 3 clusters Score -4107293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4107295.750000 Penalty: 5194.929199
	Iteration 80F: 3 clusters Score -4107296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4107300.500000 Penalty: 5194.929199
	Iteration 81Q: 3 clusters Score -4107300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4107305.000000 Penalty: 5194.929199
	Iteration 82Q: 3 clusters Score -4107305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4107305.000000 Penalty: 5194.929199
	Iteration 83F: 3 clusters Score -4107305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Entering Unmasked Estep 
Score: -3763756.000000 Penalty: 2572.152588
	Iteration 0F: 2 clusters Score -3763756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3741902.000000 Penalty: 5144.305176
	Iteration 0F: 3 clusters Score -3741902 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3750286.000000 Penalty: 5144.305176
	Iteration 1F: 3 clusters Score -3750286 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3751369.750000 Penalty: 5144.305176
	Iteration 2F: 3 clusters Score -3751370 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3752830.500000 Penalty: 5144.305176
	Iteration 3F: 3 clusters Score -3752830 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3754826.500000 Penalty: 5144.305176
	Iteration 4F: 3 clusters Score -3754826 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3757192.250000 Penalty: 5144.305176
	Iteration 5F: 3 clusters Score -3757192 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3759465.250000 Penalty: 5144.305176
	Iteration 6F: 3 clusters Score -3759465 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3761297.250000 Penalty: 5144.305176
	Iteration 7F: 3 clusters Score -3761297 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3762574.500000 Penalty: 5144.305176
	Iteration 8F: 3 clusters Score -3762574 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -3763408.750000 Penalty: 5144.305176
	Iteration 9Q: 3 clusters Score -3763409 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3763953.750000 Penalty: 5144.305176
	Iteration 10Q: 3 clusters Score -3763954 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3764237.750000 Penalty: 5144.305176
	Iteration 11Q: 3 clusters Score -3764238 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3764410.750000 Penalty: 5144.305176
	Iteration 12Q: 3 clusters Score -3764411 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3764540.000000 Penalty: 5144.305176
	Iteration 13Q: 3 clusters Score -3764540 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3764604.250000 Penalty: 5144.305176
	Iteration 14Q: 3 clusters Score -3764604 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3764632.500000 Penalty: 5144.305176
	Iteration 15Q: 3 clusters Score -3764632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3764655.750000 Penalty: 5144.305176
	Iteration 16Q: 3 clusters Score -3764656 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3764666.750000 Penalty: 5144.305176
	Iteration 17Q: 3 clusters Score -3764667 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3764676.250000 Penalty: 5144.305176
	Iteration 18Q: 3 clusters Score -3764676 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3764683.000000 Penalty: 5144.305176
	Iteration 19Q: 3 clusters Score -3764683 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3764694.250000 Penalty: 5144.305176
	Iteration 20F: 3 clusters Score -3764694 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3764710.000000 Penalty: 5144.305176
	Iteration 21Q: 3 clusters Score -3764710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3764719.250000 Penalty: 5144.305176
	Iteration 22Q: 3 clusters Score -3764719 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3764725.750000 Penalty: 5144.305176
	Iteration 23Q: 3 clusters Score -3764726 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3764740.000000 Penalty: 5144.305176
	Iteration 24Q: 3 clusters Score -3764740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3764746.500000 Penalty: 5144.305176
	Iteration 25Q: 3 clusters Score -3764746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3764744.000000 Penalty: 5144.305176
	Iteration 26Q: 3 clusters Score -3764744 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3764761.750000 Penalty: 5144.305176
	Iteration 27Q: 3 clusters Score -3764762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3764779.000000 Penalty: 5144.305176
	Iteration 28Q: 3 clusters Score -3764779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3764780.500000 Penalty: 5144.305176
	Iteration 29Q: 3 clusters Score -3764780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -3764785.750000 Penalty: 5144.305176
	Iteration 30Q: 3 clusters Score -3764786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -3764790.000000 Penalty: 5144.305176
	Iteration 31Q: 3 clusters Score -3764790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3764789.000000 Penalty: 5144.305176
	Iteration 32Q: 3 clusters Score -3764789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -3764802.250000 Penalty: 5144.305176
	Iteration 33Q: 3 clusters Score -3764802 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3764811.750000 Penalty: 5144.305176
	Iteration 34Q: 3 clusters Score -3764812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3764829.250000 Penalty: 5144.305176
	Iteration 35Q: 3 clusters Score -3764829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3764819.000000 Penalty: 5144.305176
	Iteration 36Q: 3 clusters Score -3764819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3764846.000000 Penalty: 5144.305176
	Iteration 37Q: 3 clusters Score -3764846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3764855.500000 Penalty: 5144.305176
	Iteration 38Q: 3 clusters Score -3764856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3764854.750000 Penalty: 5144.305176
	Iteration 39Q: 3 clusters Score -3764855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3764852.250000 Penalty: 5144.305176
	Iteration 40F: 3 clusters Score -3764852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3764846.250000 Penalty: 5144.305176
	Iteration 41Q: 3 clusters Score -3764846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3764848.250000 Penalty: 5144.305176
	Iteration 42Q: 3 clusters Score -3764848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3764856.250000 Penalty: 5144.305176
	Iteration 43Q: 3 clusters Score -3764856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -3764861.000000 Penalty: 5144.305176
	Iteration 44Q: 3 clusters Score -3764861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3764869.750000 Penalty: 5144.305176
	Iteration 45Q: 3 clusters Score -3764870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3764870.250000 Penalty: 5144.305176
	Iteration 46Q: 3 clusters Score -3764870 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3764886.500000 Penalty: 5144.305176
	Iteration 47Q: 3 clusters Score -3764886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3764893.500000 Penalty: 5144.305176
	Iteration 48Q: 3 clusters Score -3764894 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3764892.250000 Penalty: 5144.305176
	Iteration 49Q: 3 clusters Score -3764892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3764900.750000 Penalty: 5144.305176
	Iteration 50Q: 3 clusters Score -3764901 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3764920.750000 Penalty: 5144.305176
	Iteration 51Q: 3 clusters Score -3764921 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3764940.000000 Penalty: 5144.305176
	Iteration 52Q: 3 clusters Score -3764940 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3764962.000000 Penalty: 5144.305176
	Iteration 53Q: 3 clusters Score -3764962 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -3764991.000000 Penalty: 5144.305176
	Iteration 54Q: 3 clusters Score -3764991 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3765006.750000 Penalty: 5144.305176
	Iteration 55Q: 3 clusters Score -3765007 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3765066.250000 Penalty: 5144.305176
	Iteration 56Q: 3 clusters Score -3765066 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3765095.000000 Penalty: 5144.305176
	Iteration 57Q: 3 clusters Score -3765095 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -3765170.500000 Penalty: 5144.305176
	Iteration 58Q: 3 clusters Score -3765170 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3765226.750000 Penalty: 5144.305176
	Iteration 59Q: 3 clusters Score -3765227 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3765332.750000 Penalty: 5144.305176
	Iteration 60F: 3 clusters Score -3765333 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3765450.500000 Penalty: 5144.305176
	Iteration 61Q: 3 clusters Score -3765450 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3765612.750000 Penalty: 5144.305176
	Iteration 62Q: 3 clusters Score -3765613 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -3765823.500000 Penalty: 5144.305176
	Iteration 63Q: 3 clusters Score -3765824 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3766056.250000 Penalty: 5144.305176
	Iteration 64Q: 3 clusters Score -3766056 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3766271.500000 Penalty: 5144.305176
	Iteration 65Q: 3 clusters Score -3766272 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3766456.500000 Penalty: 5144.305176
	Iteration 66Q: 3 clusters Score -3766456 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -3766616.250000 Penalty: 5144.305176
	Iteration 67Q: 3 clusters Score -3766616 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3766717.500000 Penalty: 5144.305176
	Iteration 68Q: 3 clusters Score -3766718 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3766773.250000 Penalty: 5144.305176
	Iteration 69Q: 3 clusters Score -3766773 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -3766787.000000 Penalty: 5144.305176
	Iteration 70Q: 3 clusters Score -3766787 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3766811.750000 Penalty: 5144.305176
	Iteration 71Q: 3 clusters Score -3766812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3766831.750000 Penalty: 5144.305176
	Iteration 72Q: 3 clusters Score -3766832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3766837.500000 Penalty: 5144.305176
	Iteration 73Q: 3 clusters Score -3766838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3766843.000000 Penalty: 5144.305176
	Iteration 74Q: 3 clusters Score -3766843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3766852.500000 Penalty: 5144.305176
	Iteration 75Q: 3 clusters Score -3766852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3766858.000000 Penalty: 5144.305176
	Iteration 76Q: 3 clusters Score -3766858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3766863.750000 Penalty: 5144.305176
	Iteration 77Q: 3 clusters Score -3766864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3766869.000000 Penalty: 5144.305176
	Iteration 78Q: 3 clusters Score -3766869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3766869.000000 Penalty: 5144.305176
	Iteration 79Q: 3 clusters Score -3766869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3766867.250000 Penalty: 5144.305176
	Iteration 80F: 3 clusters Score -3766867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3766863.750000 Penalty: 5144.305176
	Iteration 81Q: 3 clusters Score -3766864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -3766866.750000 Penalty: 5144.305176
	Iteration 82Q: 3 clusters Score -3766867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3766861.000000 Penalty: 5144.305176
	Iteration 83Q: 3 clusters Score -3766861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3766860.500000 Penalty: 5144.305176
	Iteration 84Q: 3 clusters Score -3766860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3766860.500000 Penalty: 5144.305176
	Iteration 85F: 3 clusters Score -3766860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 20880 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 35371 members 
Mstep: Class 9 contains 9456 members 
Mstep: Class 10 contains 8997 members 
Mstep: Class 11 contains 13136 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 58850 members 
Mstep: Class 18 contains 22942 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 40748 members 
Mstep: Class 21 contains 20032 members 
Entering Unmasked Estep 
Score: -35639608.000000 Penalty: 66036.789062
Splitting cluster 10 changes total score from -35632952.000000 to -35639608.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 11 (13136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Entering Unmasked Estep 
Score: -1556319.875000 Penalty: 2351.811523
	Iteration 0F: 2 clusters Score -1556320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1546720.250000 Penalty: 4703.623047
	Iteration 0F: 3 clusters Score -1546720 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1551334.500000 Penalty: 4703.623047
	Iteration 1F: 3 clusters Score -1551334 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1552512.875000 Penalty: 4703.623047
	Iteration 2F: 3 clusters Score -1552513 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1553481.875000 Penalty: 4703.623047
	Iteration 3F: 3 clusters Score -1553482 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1554308.500000 Penalty: 4703.623047
	Iteration 4F: 3 clusters Score -1554308 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1554993.750000 Penalty: 4703.623047
	Iteration 5F: 3 clusters Score -1554994 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1555589.000000 Penalty: 4703.623047
	Iteration 6Q: 3 clusters Score -1555589 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1556056.125000 Penalty: 4703.623047
	Iteration 7Q: 3 clusters Score -1556056 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1556443.250000 Penalty: 4703.623047
	Iteration 8Q: 3 clusters Score -1556443 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1556746.125000 Penalty: 4703.623047
	Iteration 9Q: 3 clusters Score -1556746 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1556977.500000 Penalty: 4703.623047
	Iteration 10Q: 3 clusters Score -1556978 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1557169.375000 Penalty: 4703.623047
	Iteration 11Q: 3 clusters Score -1557169 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1557360.625000 Penalty: 4703.623047
	Iteration 12Q: 3 clusters Score -1557361 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1557557.125000 Penalty: 4703.623047
	Iteration 13Q: 3 clusters Score -1557557 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1557780.125000 Penalty: 4703.623047
	Iteration 14Q: 3 clusters Score -1557780 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1558011.125000 Penalty: 4703.623047
	Iteration 15Q: 3 clusters Score -1558011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1558247.625000 Penalty: 4703.623047
	Iteration 16Q: 3 clusters Score -1558248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1558377.875000 Penalty: 4703.623047
	Iteration 17Q: 3 clusters Score -1558378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1558444.125000 Penalty: 4703.623047
	Iteration 18Q: 3 clusters Score -1558444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1558463.000000 Penalty: 4703.623047
	Iteration 19Q: 3 clusters Score -1558463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1558469.375000 Penalty: 4703.623047
	Iteration 20F: 3 clusters Score -1558469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1558471.000000 Penalty: 4703.623047
	Iteration 21Q: 3 clusters Score -1558471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1558475.750000 Penalty: 4703.623047
	Iteration 22Q: 3 clusters Score -1558476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1558476.750000 Penalty: 4703.623047
	Iteration 23Q: 3 clusters Score -1558477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1558476.750000 Penalty: 4703.623047
	Iteration 24F: 3 clusters Score -1558477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 20880 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 35371 members 
Mstep: Class 9 contains 9456 members 
Mstep: Class 10 contains 8997 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 58850 members 
Mstep: Class 18 contains 22942 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 40748 members 
Mstep: Class 21 contains 20032 members 
Mstep: Class 22 contains 12253 members 
Entering Unmasked Estep 
Score: -35640776.000000 Penalty: 69181.398438
Splitting cluster 11 changes total score from -35632952.000000 to -35640776.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (12582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Entering Unmasked Estep 
Score: -1181727.875000 Penalty: 2341.125488
	Iteration 0F: 2 clusters Score -1181728 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 6253 members 
Entering Unmasked Estep 
Score: -1172308.875000 Penalty: 4682.250977
	Iteration 0F: 3 clusters Score -1172309 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1175718.250000 Penalty: 4682.250977
	Iteration 1F: 3 clusters Score -1175718 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1176440.250000 Penalty: 4682.250977
	Iteration 2F: 3 clusters Score -1176440 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1177128.000000 Penalty: 4682.250977
	Iteration 3F: 3 clusters Score -1177128 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1177743.000000 Penalty: 4682.250977
	Iteration 4F: 3 clusters Score -1177743 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1178396.125000 Penalty: 4682.250977
	Iteration 5F: 3 clusters Score -1178396 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1178964.375000 Penalty: 4682.250977
	Iteration 6F: 3 clusters Score -1178964 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1179334.125000 Penalty: 4682.250977
	Iteration 7Q: 3 clusters Score -1179334 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1179662.750000 Penalty: 4682.250977
	Iteration 8Q: 3 clusters Score -1179663 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1179995.750000 Penalty: 4682.250977
	Iteration 9Q: 3 clusters Score -1179996 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1180296.500000 Penalty: 4682.250977
	Iteration 10Q: 3 clusters Score -1180296 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1180519.500000 Penalty: 4682.250977
	Iteration 11Q: 3 clusters Score -1180520 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1180669.875000 Penalty: 4682.250977
	Iteration 12Q: 3 clusters Score -1180670 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1180781.375000 Penalty: 4682.250977
	Iteration 13Q: 3 clusters Score -1180781 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1180865.000000 Penalty: 4682.250977
	Iteration 14Q: 3 clusters Score -1180865 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1180925.625000 Penalty: 4682.250977
	Iteration 15Q: 3 clusters Score -1180926 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1180963.000000 Penalty: 4682.250977
	Iteration 16Q: 3 clusters Score -1180963 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1180991.250000 Penalty: 4682.250977
	Iteration 17Q: 3 clusters Score -1180991 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1181018.250000 Penalty: 4682.250977
	Iteration 18Q: 3 clusters Score -1181018 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1181039.875000 Penalty: 4682.250977
	Iteration 19Q: 3 clusters Score -1181040 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1181050.625000 Penalty: 4682.250977
	Iteration 20F: 3 clusters Score -1181051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1181057.250000 Penalty: 4682.250977
	Iteration 21Q: 3 clusters Score -1181057 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1181062.125000 Penalty: 4682.250977
	Iteration 22Q: 3 clusters Score -1181062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1181071.875000 Penalty: 4682.250977
	Iteration 23Q: 3 clusters Score -1181072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1181076.625000 Penalty: 4682.250977
	Iteration 24Q: 3 clusters Score -1181077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1181079.750000 Penalty: 4682.250977
	Iteration 25Q: 3 clusters Score -1181080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1181082.250000 Penalty: 4682.250977
	Iteration 26Q: 3 clusters Score -1181082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1181086.250000 Penalty: 4682.250977
	Iteration 27Q: 3 clusters Score -1181086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1181088.000000 Penalty: 4682.250977
	Iteration 28Q: 3 clusters Score -1181088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1181088.250000 Penalty: 4682.250977
	Iteration 29Q: 3 clusters Score -1181088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1181087.625000 Penalty: 4682.250977
	Iteration 30Q: 3 clusters Score -1181088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1181090.375000 Penalty: 4682.250977
	Iteration 31Q: 3 clusters Score -1181090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1181091.500000 Penalty: 4682.250977
	Iteration 32Q: 3 clusters Score -1181092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1181093.750000 Penalty: 4682.250977
	Iteration 33Q: 3 clusters Score -1181094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1181091.875000 Penalty: 4682.250977
	Iteration 34Q: 3 clusters Score -1181092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1181091.375000 Penalty: 4682.250977
	Iteration 35Q: 3 clusters Score -1181091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1181091.375000 Penalty: 4682.250977
	Iteration 36F: 3 clusters Score -1181091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Entering Unmasked Estep 
Score: -1805535.250000 Penalty: 2383.825195
	Iteration 0F: 2 clusters Score -1805535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1794702.750000 Penalty: 4767.650391
	Iteration 0F: 3 clusters Score -1794703 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1798186.875000 Penalty: 4767.650391
	Iteration 1F: 3 clusters Score -1798187 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1798631.250000 Penalty: 4767.650391
	Iteration 2F: 3 clusters Score -1798631 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1798989.625000 Penalty: 4767.650391
	Iteration 3F: 3 clusters Score -1798990 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1799296.000000 Penalty: 4767.650391
	Iteration 4Q: 3 clusters Score -1799296 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1799571.375000 Penalty: 4767.650391
	Iteration 5Q: 3 clusters Score -1799571 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1799868.375000 Penalty: 4767.650391
	Iteration 6Q: 3 clusters Score -1799868 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1800207.000000 Penalty: 4767.650391
	Iteration 7Q: 3 clusters Score -1800207 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1800607.125000 Penalty: 4767.650391
	Iteration 8Q: 3 clusters Score -1800607 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1801015.250000 Penalty: 4767.650391
	Iteration 9Q: 3 clusters Score -1801015 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1801440.125000 Penalty: 4767.650391
	Iteration 10F: 3 clusters Score -1801440 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1801890.500000 Penalty: 4767.650391
	Iteration 11F: 3 clusters Score -1801890 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1802363.000000 Penalty: 4767.650391
	Iteration 12F: 3 clusters Score -1802363 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1802828.125000 Penalty: 4767.650391
	Iteration 13Q: 3 clusters Score -1802828 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1803286.500000 Penalty: 4767.650391
	Iteration 14Q: 3 clusters Score -1803286 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1803725.000000 Penalty: 4767.650391
	Iteration 15Q: 3 clusters Score -1803725 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1804088.375000 Penalty: 4767.650391
	Iteration 16Q: 3 clusters Score -1804088 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1804391.375000 Penalty: 4767.650391
	Iteration 17Q: 3 clusters Score -1804391 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1804604.375000 Penalty: 4767.650391
	Iteration 18Q: 3 clusters Score -1804604 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1804760.375000 Penalty: 4767.650391
	Iteration 19Q: 3 clusters Score -1804760 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1804862.750000 Penalty: 4767.650391
	Iteration 20F: 3 clusters Score -1804863 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1804928.500000 Penalty: 4767.650391
	Iteration 21Q: 3 clusters Score -1804928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1804963.125000 Penalty: 4767.650391
	Iteration 22Q: 3 clusters Score -1804963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1804983.750000 Penalty: 4767.650391
	Iteration 23Q: 3 clusters Score -1804984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1804993.375000 Penalty: 4767.650391
	Iteration 24Q: 3 clusters Score -1804993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1805001.375000 Penalty: 4767.650391
	Iteration 25Q: 3 clusters Score -1805001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1805006.750000 Penalty: 4767.650391
	Iteration 26Q: 3 clusters Score -1805007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1805007.250000 Penalty: 4767.650391
	Iteration 27Q: 3 clusters Score -1805007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1805012.250000 Penalty: 4767.650391
	Iteration 28Q: 3 clusters Score -1805012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1805013.875000 Penalty: 4767.650391
	Iteration 29Q: 3 clusters Score -1805014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1805018.125000 Penalty: 4767.650391
	Iteration 30Q: 3 clusters Score -1805018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1805018.625000 Penalty: 4767.650391
	Iteration 31Q: 3 clusters Score -1805019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1805018.625000 Penalty: 4767.650391
	Iteration 32F: 3 clusters Score -1805019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -512509.750000 Penalty: 2097.024170
	Iteration 0F: 2 clusters Score -512509.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -508269.906250 Penalty: 4194.048340
	Iteration 0F: 3 clusters Score -508269.9 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -509576.875000 Penalty: 4194.048340
	Iteration 1F: 3 clusters Score -509576.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -510008.062500 Penalty: 4194.048340
	Iteration 2F: 3 clusters Score -510008.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -510344.625000 Penalty: 4194.048340
	Iteration 3F: 3 clusters Score -510344.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -510652.187500 Penalty: 4194.048340
	Iteration 4F: 3 clusters Score -510652.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -510951.781250 Penalty: 4194.048340
	Iteration 5F: 3 clusters Score -510951.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -511159.937500 Penalty: 4194.048340
	Iteration 6Q: 3 clusters Score -511159.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -511282.718750 Penalty: 4194.048340
	Iteration 7Q: 3 clusters Score -511282.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -511362.406250 Penalty: 4194.048340
	Iteration 8Q: 3 clusters Score -511362.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -511423.031250 Penalty: 4194.048340
	Iteration 9Q: 3 clusters Score -511423 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -511466.750000 Penalty: 4194.048340
	Iteration 10Q: 3 clusters Score -511466.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -511494.500000 Penalty: 4194.048340
	Iteration 11Q: 3 clusters Score -511494.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -511510.718750 Penalty: 4194.048340
	Iteration 12Q: 3 clusters Score -511510.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -511525.437500 Penalty: 4194.048340
	Iteration 13Q: 3 clusters Score -511525.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -511537.562500 Penalty: 4194.048340
	Iteration 14Q: 3 clusters Score -511537.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -511547.156250 Penalty: 4194.048340
	Iteration 15Q: 3 clusters Score -511547.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -511557.656250 Penalty: 4194.048340
	Iteration 16Q: 3 clusters Score -511557.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -511565.218750 Penalty: 4194.048340
	Iteration 17Q: 3 clusters Score -511565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -511571.968750 Penalty: 4194.048340
	Iteration 18Q: 3 clusters Score -511572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -511578.625000 Penalty: 4194.048340
	Iteration 19Q: 3 clusters Score -511578.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -511585.593750 Penalty: 4194.048340
	Iteration 20F: 3 clusters Score -511585.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -511590.468750 Penalty: 4194.048340
	Iteration 21Q: 3 clusters Score -511590.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -511595.906250 Penalty: 4194.048340
	Iteration 22Q: 3 clusters Score -511595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -511599.781250 Penalty: 4194.048340
	Iteration 23Q: 3 clusters Score -511599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -511604.000000 Penalty: 4194.048340
	Iteration 24Q: 3 clusters Score -511604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -511605.312500 Penalty: 4194.048340
	Iteration 25Q: 3 clusters Score -511605.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -511608.781250 Penalty: 4194.048340
	Iteration 26Q: 3 clusters Score -511608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -511613.218750 Penalty: 4194.048340
	Iteration 27Q: 3 clusters Score -511613.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -511615.031250 Penalty: 4194.048340
	Iteration 28Q: 3 clusters Score -511615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -511615.187500 Penalty: 4194.048340
	Iteration 29Q: 3 clusters Score -511615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -511616.687500 Penalty: 4194.048340
	Iteration 30Q: 3 clusters Score -511616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -511616.343750 Penalty: 4194.048340
	Iteration 31Q: 3 clusters Score -511616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -511618.031250 Penalty: 4194.048340
	Iteration 32Q: 3 clusters Score -511618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -511619.281250 Penalty: 4194.048340
	Iteration 33Q: 3 clusters Score -511619.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -511620.218750 Penalty: 4194.048340
	Iteration 34Q: 3 clusters Score -511620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -511620.031250 Penalty: 4194.048340
	Iteration 35Q: 3 clusters Score -511620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -511622.468750 Penalty: 4194.048340
	Iteration 36Q: 3 clusters Score -511622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -511621.937500 Penalty: 4194.048340
	Iteration 37Q: 3 clusters Score -511621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -511623.281250 Penalty: 4194.048340
	Iteration 38Q: 3 clusters Score -511623.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -511624.593750 Penalty: 4194.048340
	Iteration 39Q: 3 clusters Score -511624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -511624.843750 Penalty: 4194.048340
	Iteration 40F: 3 clusters Score -511624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -511625.093750 Penalty: 4194.048340
	Iteration 41Q: 3 clusters Score -511625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -511624.812500 Penalty: 4194.048340
	Iteration 42Q: 3 clusters Score -511624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -511626.187500 Penalty: 4194.048340
	Iteration 43Q: 3 clusters Score -511626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -511627.218750 Penalty: 4194.048340
	Iteration 44Q: 3 clusters Score -511627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -511627.531250 Penalty: 4194.048340
	Iteration 45Q: 3 clusters Score -511627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -511627.531250 Penalty: 4194.048340
	Iteration 46F: 3 clusters Score -511627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1485967.125000 Penalty: 2346.661133
	Iteration 0F: 2 clusters Score -1485967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1476579.500000 Penalty: 4693.322266
	Iteration 0F: 3 clusters Score -1476580 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1479626.000000 Penalty: 4693.322266
	Iteration 1F: 3 clusters Score -1479626 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1480337.500000 Penalty: 4693.322266
	Iteration 2F: 3 clusters Score -1480338 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1481277.625000 Penalty: 4693.322266
	Iteration 3F: 3 clusters Score -1481278 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1482499.125000 Penalty: 4693.322266
	Iteration 4F: 3 clusters Score -1482499 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1483666.375000 Penalty: 4693.322266
	Iteration 5F: 3 clusters Score -1483666 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1484372.000000 Penalty: 4693.322266
	Iteration 6F: 3 clusters Score -1484372 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1484734.625000 Penalty: 4693.322266
	Iteration 7Q: 3 clusters Score -1484735 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1484961.250000 Penalty: 4693.322266
	Iteration 8Q: 3 clusters Score -1484961 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1485126.250000 Penalty: 4693.322266
	Iteration 9Q: 3 clusters Score -1485126 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1485243.125000 Penalty: 4693.322266
	Iteration 10Q: 3 clusters Score -1485243 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1485318.500000 Penalty: 4693.322266
	Iteration 11Q: 3 clusters Score -1485318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1485378.125000 Penalty: 4693.322266
	Iteration 12Q: 3 clusters Score -1485378 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1485452.500000 Penalty: 4693.322266
	Iteration 13Q: 3 clusters Score -1485452 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1485531.250000 Penalty: 4693.322266
	Iteration 14Q: 3 clusters Score -1485531 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1485608.625000 Penalty: 4693.322266
	Iteration 15Q: 3 clusters Score -1485609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1485660.750000 Penalty: 4693.322266
	Iteration 16Q: 3 clusters Score -1485661 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1485695.875000 Penalty: 4693.322266
	Iteration 17Q: 3 clusters Score -1485696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1485729.000000 Penalty: 4693.322266
	Iteration 18Q: 3 clusters Score -1485729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1485760.875000 Penalty: 4693.322266
	Iteration 19Q: 3 clusters Score -1485761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1485779.750000 Penalty: 4693.322266
	Iteration 20F: 3 clusters Score -1485780 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1485792.125000 Penalty: 4693.322266
	Iteration 21Q: 3 clusters Score -1485792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1485800.625000 Penalty: 4693.322266
	Iteration 22Q: 3 clusters Score -1485801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1485809.500000 Penalty: 4693.322266
	Iteration 23Q: 3 clusters Score -1485810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1485822.750000 Penalty: 4693.322266
	Iteration 24Q: 3 clusters Score -1485823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1485823.750000 Penalty: 4693.322266
	Iteration 25Q: 3 clusters Score -1485824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1485833.000000 Penalty: 4693.322266
	Iteration 26Q: 3 clusters Score -1485833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1485840.875000 Penalty: 4693.322266
	Iteration 27Q: 3 clusters Score -1485841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1485840.000000 Penalty: 4693.322266
	Iteration 28Q: 3 clusters Score -1485840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1485845.500000 Penalty: 4693.322266
	Iteration 29Q: 3 clusters Score -1485846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1485851.625000 Penalty: 4693.322266
	Iteration 30Q: 3 clusters Score -1485852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1485851.375000 Penalty: 4693.322266
	Iteration 31Q: 3 clusters Score -1485851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1485851.375000 Penalty: 4693.322266
	Iteration 32Q: 3 clusters Score -1485851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1485852.125000 Penalty: 4693.322266
	Iteration 33Q: 3 clusters Score -1485852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1485850.500000 Penalty: 4693.322266
	Iteration 34Q: 3 clusters Score -1485850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1485849.125000 Penalty: 4693.322266
	Iteration 35Q: 3 clusters Score -1485849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1485852.625000 Penalty: 4693.322266
	Iteration 36Q: 3 clusters Score -1485853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1485851.000000 Penalty: 4693.322266
	Iteration 37Q: 3 clusters Score -1485851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1485850.500000 Penalty: 4693.322266
	Iteration 38Q: 3 clusters Score -1485850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1485850.375000 Penalty: 4693.322266
	Iteration 39Q: 3 clusters Score -1485850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1485850.375000 Penalty: 4693.322266
	Iteration 40F: 3 clusters Score -1485850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Entering Unmasked Estep 
Score: -898069.312500 Penalty: 2211.891602
	Iteration 0F: 2 clusters Score -898069.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -891995.937500 Penalty: 4423.783203
	Iteration 0F: 3 clusters Score -891995.9 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -893678.625000 Penalty: 4423.783203
	Iteration 1F: 3 clusters Score -893678.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -894000.812500 Penalty: 4423.783203
	Iteration 2F: 3 clusters Score -894000.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -894284.625000 Penalty: 4423.783203
	Iteration 3F: 3 clusters Score -894284.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -894590.312500 Penalty: 4423.783203
	Iteration 4F: 3 clusters Score -894590.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -894920.875000 Penalty: 4423.783203
	Iteration 5F: 3 clusters Score -894920.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -895201.500000 Penalty: 4423.783203
	Iteration 6F: 3 clusters Score -895201.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -895433.187500 Penalty: 4423.783203
	Iteration 7Q: 3 clusters Score -895433.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -895631.875000 Penalty: 4423.783203
	Iteration 8Q: 3 clusters Score -895631.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -895812.937500 Penalty: 4423.783203
	Iteration 9Q: 3 clusters Score -895812.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -895980.625000 Penalty: 4423.783203
	Iteration 10Q: 3 clusters Score -895980.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -896075.187500 Penalty: 4423.783203
	Iteration 11Q: 3 clusters Score -896075.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -896142.562500 Penalty: 4423.783203
	Iteration 12Q: 3 clusters Score -896142.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -896179.500000 Penalty: 4423.783203
	Iteration 13Q: 3 clusters Score -896179.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -896209.062500 Penalty: 4423.783203
	Iteration 14Q: 3 clusters Score -896209.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -896229.875000 Penalty: 4423.783203
	Iteration 15Q: 3 clusters Score -896229.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -896246.000000 Penalty: 4423.783203
	Iteration 16Q: 3 clusters Score -896246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -896254.312500 Penalty: 4423.783203
	Iteration 17Q: 3 clusters Score -896254.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -896259.375000 Penalty: 4423.783203
	Iteration 18Q: 3 clusters Score -896259.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -896267.437500 Penalty: 4423.783203
	Iteration 19Q: 3 clusters Score -896267.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -896270.875000 Penalty: 4423.783203
	Iteration 20F: 3 clusters Score -896270.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -896269.812500 Penalty: 4423.783203
	Iteration 21Q: 3 clusters Score -896269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -896270.937500 Penalty: 4423.783203
	Iteration 22Q: 3 clusters Score -896270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -896273.062500 Penalty: 4423.783203
	Iteration 23Q: 3 clusters Score -896273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -896272.875000 Penalty: 4423.783203
	Iteration 24Q: 3 clusters Score -896272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -896275.125000 Penalty: 4423.783203
	Iteration 25Q: 3 clusters Score -896275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -896273.750000 Penalty: 4423.783203
	Iteration 26Q: 3 clusters Score -896273.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -896274.437500 Penalty: 4423.783203
	Iteration 27Q: 3 clusters Score -896274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -896277.562500 Penalty: 4423.783203
	Iteration 28Q: 3 clusters Score -896277.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -896279.437500 Penalty: 4423.783203
	Iteration 29Q: 3 clusters Score -896279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -896278.937500 Penalty: 4423.783203
	Iteration 30Q: 3 clusters Score -896278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -896280.250000 Penalty: 4423.783203
	Iteration 31Q: 3 clusters Score -896280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -896281.000000 Penalty: 4423.783203
	Iteration 32Q: 3 clusters Score -896281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -896282.875000 Penalty: 4423.783203
	Iteration 33Q: 3 clusters Score -896282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -896282.625000 Penalty: 4423.783203
	Iteration 34Q: 3 clusters Score -896282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -896283.500000 Penalty: 4423.783203
	Iteration 35Q: 3 clusters Score -896283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -896283.375000 Penalty: 4423.783203
	Iteration 36Q: 3 clusters Score -896283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -896285.062500 Penalty: 4423.783203
	Iteration 37Q: 3 clusters Score -896285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -896286.187500 Penalty: 4423.783203
	Iteration 38Q: 3 clusters Score -896286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -896286.437500 Penalty: 4423.783203
	Iteration 39Q: 3 clusters Score -896286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -896285.750000 Penalty: 4423.783203
	Iteration 40F: 3 clusters Score -896285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -896286.625000 Penalty: 4423.783203
	Iteration 41Q: 3 clusters Score -896286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -896287.500000 Penalty: 4423.783203
	Iteration 42Q: 3 clusters Score -896287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -896290.000000 Penalty: 4423.783203
	Iteration 43Q: 3 clusters Score -896290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -896289.750000 Penalty: 4423.783203
	Iteration 44Q: 3 clusters Score -896289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -896289.750000 Penalty: 4423.783203
	Iteration 45F: 3 clusters Score -896289.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (58850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Entering Unmasked Estep 
Score: -6985578.000000 Penalty: 2723.721191
	Iteration 0F: 2 clusters Score -6985578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -6946222.500000 Penalty: 5447.442383
	Iteration 0F: 3 clusters Score -6946222 nChanged 27233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -6961598.000000 Penalty: 5447.442383
	Iteration 1F: 3 clusters Score -6961598 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -6962944.000000 Penalty: 5447.442383
	Iteration 2Q: 3 clusters Score -6962944 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -6965713.500000 Penalty: 5447.442383
	Iteration 3F: 3 clusters Score -6965714 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -6970579.000000 Penalty: 5447.442383
	Iteration 4F: 3 clusters Score -6970579 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -6976065.500000 Penalty: 5447.442383
	Iteration 5F: 3 clusters Score -6976066 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -6981049.500000 Penalty: 5447.442383
	Iteration 6F: 3 clusters Score -6981050 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -6985432.000000 Penalty: 5447.442383
	Iteration 7F: 3 clusters Score -6985432 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -6990035.500000 Penalty: 5447.442383
	Iteration 8F: 3 clusters Score -6990036 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -6994622.500000 Penalty: 5447.442383
	Iteration 9Q: 3 clusters Score -6994622 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -6997735.000000 Penalty: 5447.442383
	Iteration 10Q: 3 clusters Score -6997735 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -6999403.000000 Penalty: 5447.442383
	Iteration 11Q: 3 clusters Score -6999403 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -6999922.000000 Penalty: 5447.442383
	Iteration 12Q: 3 clusters Score -6999922 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -7000136.500000 Penalty: 5447.442383
	Iteration 13Q: 3 clusters Score -7000136 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -7000235.000000 Penalty: 5447.442383
	Iteration 14Q: 3 clusters Score -7000235 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -7000267.500000 Penalty: 5447.442383
	Iteration 15Q: 3 clusters Score -7000268 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -7000330.500000 Penalty: 5447.442383
	Iteration 16Q: 3 clusters Score -7000330 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -7000379.500000 Penalty: 5447.442383
	Iteration 17Q: 3 clusters Score -7000380 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -7000415.500000 Penalty: 5447.442383
	Iteration 18Q: 3 clusters Score -7000416 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -7000458.500000 Penalty: 5447.442383
	Iteration 19Q: 3 clusters Score -7000458 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -7000484.500000 Penalty: 5447.442383
	Iteration 20F: 3 clusters Score -7000484 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -7000476.500000 Penalty: 5447.442383
	Iteration 21Q: 3 clusters Score -7000476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -7000510.500000 Penalty: 5447.442383
	Iteration 22Q: 3 clusters Score -7000510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -7000535.000000 Penalty: 5447.442383
	Iteration 23Q: 3 clusters Score -7000535 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -7000564.000000 Penalty: 5447.442383
	Iteration 24Q: 3 clusters Score -7000564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -7000577.000000 Penalty: 5447.442383
	Iteration 25Q: 3 clusters Score -7000577 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -7000619.500000 Penalty: 5447.442383
	Iteration 26Q: 3 clusters Score -7000620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -7000644.000000 Penalty: 5447.442383
	Iteration 27Q: 3 clusters Score -7000644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -7000679.000000 Penalty: 5447.442383
	Iteration 28Q: 3 clusters Score -7000679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -7000698.500000 Penalty: 5447.442383
	Iteration 29Q: 3 clusters Score -7000698 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -7000716.500000 Penalty: 5447.442383
	Iteration 30Q: 3 clusters Score -7000716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -7000747.500000 Penalty: 5447.442383
	Iteration 31Q: 3 clusters Score -7000748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -7000752.500000 Penalty: 5447.442383
	Iteration 32Q: 3 clusters Score -7000752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -7000762.500000 Penalty: 5447.442383
	Iteration 33Q: 3 clusters Score -7000762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -7000773.000000 Penalty: 5447.442383
	Iteration 34Q: 3 clusters Score -7000773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -7000779.500000 Penalty: 5447.442383
	Iteration 35Q: 3 clusters Score -7000780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -7000783.500000 Penalty: 5447.442383
	Iteration 36Q: 3 clusters Score -7000784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -7000788.000000 Penalty: 5447.442383
	Iteration 37Q: 3 clusters Score -7000788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -7000793.500000 Penalty: 5447.442383
	Iteration 38Q: 3 clusters Score -7000794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -7000801.000000 Penalty: 5447.442383
	Iteration 39Q: 3 clusters Score -7000801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -7000812.000000 Penalty: 5447.442383
	Iteration 40F: 3 clusters Score -7000812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -7000807.500000 Penalty: 5447.442383
	Iteration 41Q: 3 clusters Score -7000808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -7000814.500000 Penalty: 5447.442383
	Iteration 42Q: 3 clusters Score -7000814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -7000815.500000 Penalty: 5447.442383
	Iteration 43Q: 3 clusters Score -7000816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -7000810.500000 Penalty: 5447.442383
	Iteration 44Q: 3 clusters Score -7000810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -7000809.000000 Penalty: 5447.442383
	Iteration 45Q: 3 clusters Score -7000809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -7000809.000000 Penalty: 5447.442383
	Iteration 46F: 3 clusters Score -7000809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 20880 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 35371 members 
Mstep: Class 9 contains 9456 members 
Mstep: Class 10 contains 8997 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 49617 members 
Mstep: Class 18 contains 22942 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 40748 members 
Mstep: Class 21 contains 20032 members 
Mstep: Class 22 contains 12253 members 
Mstep: Class 23 contains 9233 members 
Entering Unmasked Estep 
Score: -35655636.000000 Penalty: 72326.007812
Splitting cluster 17 changes total score from -35632952.000000 to -35655636.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -662898.687500 Penalty: 2192.356201
	Iteration 0F: 2 clusters Score -662898.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -657238.625000 Penalty: 4384.712402
	Iteration 0F: 3 clusters Score -657238.6 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -658757.812500 Penalty: 4384.712402
	Iteration 1F: 3 clusters Score -658757.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -659095.562500 Penalty: 4384.712402
	Iteration 2F: 3 clusters Score -659095.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -659405.750000 Penalty: 4384.712402
	Iteration 3F: 3 clusters Score -659405.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -659713.562500 Penalty: 4384.712402
	Iteration 4F: 3 clusters Score -659713.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -659983.937500 Penalty: 4384.712402
	Iteration 5F: 3 clusters Score -659983.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -660175.875000 Penalty: 4384.712402
	Iteration 6Q: 3 clusters Score -660175.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -660322.375000 Penalty: 4384.712402
	Iteration 7Q: 3 clusters Score -660322.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -660467.875000 Penalty: 4384.712402
	Iteration 8Q: 3 clusters Score -660467.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -660585.937500 Penalty: 4384.712402
	Iteration 9Q: 3 clusters Score -660585.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -660695.812500 Penalty: 4384.712402
	Iteration 10Q: 3 clusters Score -660695.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -660789.125000 Penalty: 4384.712402
	Iteration 11Q: 3 clusters Score -660789.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -660852.812500 Penalty: 4384.712402
	Iteration 12Q: 3 clusters Score -660852.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -660903.125000 Penalty: 4384.712402
	Iteration 13Q: 3 clusters Score -660903.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -660942.500000 Penalty: 4384.712402
	Iteration 14Q: 3 clusters Score -660942.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -660980.875000 Penalty: 4384.712402
	Iteration 15Q: 3 clusters Score -660980.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -661010.812500 Penalty: 4384.712402
	Iteration 16Q: 3 clusters Score -661010.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -661043.937500 Penalty: 4384.712402
	Iteration 17Q: 3 clusters Score -661043.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -661084.250000 Penalty: 4384.712402
	Iteration 18Q: 3 clusters Score -661084.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -661127.625000 Penalty: 4384.712402
	Iteration 19Q: 3 clusters Score -661127.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -661159.250000 Penalty: 4384.712402
	Iteration 20F: 3 clusters Score -661159.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -661195.500000 Penalty: 4384.712402
	Iteration 21Q: 3 clusters Score -661195.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -661227.875000 Penalty: 4384.712402
	Iteration 22Q: 3 clusters Score -661227.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -661252.125000 Penalty: 4384.712402
	Iteration 23Q: 3 clusters Score -661252.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -661273.125000 Penalty: 4384.712402
	Iteration 24Q: 3 clusters Score -661273.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -661297.500000 Penalty: 4384.712402
	Iteration 25Q: 3 clusters Score -661297.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -661322.562500 Penalty: 4384.712402
	Iteration 26Q: 3 clusters Score -661322.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -661350.062500 Penalty: 4384.712402
	Iteration 27Q: 3 clusters Score -661350.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -661375.000000 Penalty: 4384.712402
	Iteration 28Q: 3 clusters Score -661375 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -661401.312500 Penalty: 4384.712402
	Iteration 29Q: 3 clusters Score -661401.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -661429.437500 Penalty: 4384.712402
	Iteration 30Q: 3 clusters Score -661429.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -661466.937500 Penalty: 4384.712402
	Iteration 31Q: 3 clusters Score -661466.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -661513.312500 Penalty: 4384.712402
	Iteration 32Q: 3 clusters Score -661513.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -661564.562500 Penalty: 4384.712402
	Iteration 33Q: 3 clusters Score -661564.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -661611.000000 Penalty: 4384.712402
	Iteration 34Q: 3 clusters Score -661611 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -661661.000000 Penalty: 4384.712402
	Iteration 35Q: 3 clusters Score -661661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -661708.812500 Penalty: 4384.712402
	Iteration 36Q: 3 clusters Score -661708.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -661754.750000 Penalty: 4384.712402
	Iteration 37Q: 3 clusters Score -661754.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -661791.375000 Penalty: 4384.712402
	Iteration 38Q: 3 clusters Score -661791.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -661817.812500 Penalty: 4384.712402
	Iteration 39Q: 3 clusters Score -661817.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -661837.625000 Penalty: 4384.712402
	Iteration 40F: 3 clusters Score -661837.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -661848.937500 Penalty: 4384.712402
	Iteration 41Q: 3 clusters Score -661848.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -661856.312500 Penalty: 4384.712402
	Iteration 42Q: 3 clusters Score -661856.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -661862.187500 Penalty: 4384.712402
	Iteration 43Q: 3 clusters Score -661862.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -661868.875000 Penalty: 4384.712402
	Iteration 44Q: 3 clusters Score -661868.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -661870.250000 Penalty: 4384.712402
	Iteration 45Q: 3 clusters Score -661870.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -661871.437500 Penalty: 4384.712402
	Iteration 46Q: 3 clusters Score -661871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -661875.250000 Penalty: 4384.712402
	Iteration 47Q: 3 clusters Score -661875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -661875.875000 Penalty: 4384.712402
	Iteration 48Q: 3 clusters Score -661875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -661875.750000 Penalty: 4384.712402
	Iteration 49Q: 3 clusters Score -661875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -661876.312500 Penalty: 4384.712402
	Iteration 50Q: 3 clusters Score -661876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -661877.375000 Penalty: 4384.712402
	Iteration 51Q: 3 clusters Score -661877.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -661877.062500 Penalty: 4384.712402
	Iteration 52Q: 3 clusters Score -661877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -661878.500000 Penalty: 4384.712402
	Iteration 53Q: 3 clusters Score -661878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -661878.937500 Penalty: 4384.712402
	Iteration 54Q: 3 clusters Score -661878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -661879.125000 Penalty: 4384.712402
	Iteration 55Q: 3 clusters Score -661879.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -661879.562500 Penalty: 4384.712402
	Iteration 56Q: 3 clusters Score -661879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -661879.750000 Penalty: 4384.712402
	Iteration 57Q: 3 clusters Score -661879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -661879.750000 Penalty: 4384.712402
	Iteration 58F: 3 clusters Score -661879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Entering Unmasked Estep 
Score: -4379681.000000 Penalty: 2632.560059
	Iteration 0F: 2 clusters Score -4379681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -4352174.500000 Penalty: 5265.120117
	Iteration 0F: 3 clusters Score -4352174 nChanged 18794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4363771.000000 Penalty: 5265.120117
	Iteration 1F: 3 clusters Score -4363771 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4365951.500000 Penalty: 5265.120117
	Iteration 2F: 3 clusters Score -4365952 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4368427.000000 Penalty: 5265.120117
	Iteration 3F: 3 clusters Score -4368427 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4370683.500000 Penalty: 5265.120117
	Iteration 4F: 3 clusters Score -4370684 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4372537.000000 Penalty: 5265.120117
	Iteration 5F: 3 clusters Score -4372537 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -4373908.500000 Penalty: 5265.120117
	Iteration 6F: 3 clusters Score -4373908 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4374873.000000 Penalty: 5265.120117
	Iteration 7Q: 3 clusters Score -4374873 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -4375522.000000 Penalty: 5265.120117
	Iteration 8Q: 3 clusters Score -4375522 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4375883.000000 Penalty: 5265.120117
	Iteration 9Q: 3 clusters Score -4375883 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4376096.000000 Penalty: 5265.120117
	Iteration 10Q: 3 clusters Score -4376096 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -4376236.500000 Penalty: 5265.120117
	Iteration 11Q: 3 clusters Score -4376236 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4376356.000000 Penalty: 5265.120117
	Iteration 12Q: 3 clusters Score -4376356 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4376455.000000 Penalty: 5265.120117
	Iteration 13Q: 3 clusters Score -4376455 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -4376568.000000 Penalty: 5265.120117
	Iteration 14Q: 3 clusters Score -4376568 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4376687.000000 Penalty: 5265.120117
	Iteration 15Q: 3 clusters Score -4376687 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4376784.500000 Penalty: 5265.120117
	Iteration 16Q: 3 clusters Score -4376784 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -4376922.500000 Penalty: 5265.120117
	Iteration 17Q: 3 clusters Score -4376922 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -4377083.500000 Penalty: 5265.120117
	Iteration 18Q: 3 clusters Score -4377084 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -4377275.500000 Penalty: 5265.120117
	Iteration 19Q: 3 clusters Score -4377276 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -4377499.500000 Penalty: 5265.120117
	Iteration 20F: 3 clusters Score -4377500 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -4377808.500000 Penalty: 5265.120117
	Iteration 21Q: 3 clusters Score -4377808 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -4378085.500000 Penalty: 5265.120117
	Iteration 22Q: 3 clusters Score -4378086 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4378384.500000 Penalty: 5265.120117
	Iteration 23Q: 3 clusters Score -4378384 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4378676.500000 Penalty: 5265.120117
	Iteration 24Q: 3 clusters Score -4378676 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -4378947.000000 Penalty: 5265.120117
	Iteration 25Q: 3 clusters Score -4378947 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -4379243.500000 Penalty: 5265.120117
	Iteration 26Q: 3 clusters Score -4379244 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -4379448.500000 Penalty: 5265.120117
	Iteration 27Q: 3 clusters Score -4379448 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -4379630.000000 Penalty: 5265.120117
	Iteration 28Q: 3 clusters Score -4379630 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -4379752.000000 Penalty: 5265.120117
	Iteration 29Q: 3 clusters Score -4379752 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4379868.000000 Penalty: 5265.120117
	Iteration 30Q: 3 clusters Score -4379868 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4379934.000000 Penalty: 5265.120117
	Iteration 31Q: 3 clusters Score -4379934 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4379968.500000 Penalty: 5265.120117
	Iteration 32Q: 3 clusters Score -4379968 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -4380023.000000 Penalty: 5265.120117
	Iteration 33Q: 3 clusters Score -4380023 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4380094.000000 Penalty: 5265.120117
	Iteration 34Q: 3 clusters Score -4380094 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4380111.500000 Penalty: 5265.120117
	Iteration 35Q: 3 clusters Score -4380112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4380118.500000 Penalty: 5265.120117
	Iteration 36Q: 3 clusters Score -4380118 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4380125.000000 Penalty: 5265.120117
	Iteration 37Q: 3 clusters Score -4380125 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -4380127.500000 Penalty: 5265.120117
	Iteration 38Q: 3 clusters Score -4380128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -4380138.000000 Penalty: 5265.120117
	Iteration 39Q: 3 clusters Score -4380138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -4380151.500000 Penalty: 5265.120117
	Iteration 40F: 3 clusters Score -4380152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -4380138.000000 Penalty: 5265.120117
	Iteration 41Q: 3 clusters Score -4380138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4380142.500000 Penalty: 5265.120117
	Iteration 42Q: 3 clusters Score -4380142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -4380148.000000 Penalty: 5265.120117
	Iteration 43Q: 3 clusters Score -4380148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4380151.000000 Penalty: 5265.120117
	Iteration 44Q: 3 clusters Score -4380151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4380171.500000 Penalty: 5265.120117
	Iteration 45Q: 3 clusters Score -4380172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4380173.000000 Penalty: 5265.120117
	Iteration 46Q: 3 clusters Score -4380173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4380178.000000 Penalty: 5265.120117
	Iteration 47Q: 3 clusters Score -4380178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -4380186.000000 Penalty: 5265.120117
	Iteration 48Q: 3 clusters Score -4380186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -4380192.500000 Penalty: 5265.120117
	Iteration 49Q: 3 clusters Score -4380192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4380190.000000 Penalty: 5265.120117
	Iteration 50Q: 3 clusters Score -4380190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4380186.500000 Penalty: 5265.120117
	Iteration 51Q: 3 clusters Score -4380186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4380185.000000 Penalty: 5265.120117
	Iteration 52Q: 3 clusters Score -4380185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4380185.500000 Penalty: 5265.120117
	Iteration 53Q: 3 clusters Score -4380186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -4380184.000000 Penalty: 5265.120117
	Iteration 54Q: 3 clusters Score -4380184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4380185.000000 Penalty: 5265.120117
	Iteration 55Q: 3 clusters Score -4380185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4380186.000000 Penalty: 5265.120117
	Iteration 56Q: 3 clusters Score -4380186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4380185.000000 Penalty: 5265.120117
	Iteration 57Q: 3 clusters Score -4380185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -4380181.500000 Penalty: 5265.120117
	Iteration 58Q: 3 clusters Score -4380182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -4380183.000000 Penalty: 5265.120117
	Iteration 59Q: 3 clusters Score -4380183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -4380183.000000 Penalty: 5265.120117
	Iteration 60F: 3 clusters Score -4380183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 20880 members 
Mstep: Class 5 contains 9703 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 35371 members 
Mstep: Class 9 contains 9456 members 
Mstep: Class 10 contains 8997 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 49617 members 
Mstep: Class 18 contains 22942 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 20032 members 
Mstep: Class 22 contains 12253 members 
Mstep: Class 23 contains 9233 members 
Mstep: Class 24 contains 30082 members 
Entering Unmasked Estep 
Score: -35655472.000000 Penalty: 75470.617188
Splitting cluster 20 changes total score from -35632952.000000 to -35655472.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (20032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Entering Unmasked Estep 
Score: -2110378.500000 Penalty: 2456.461426
	Iteration 0F: 2 clusters Score -2110378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2096333.875000 Penalty: 4912.922852
	Iteration 0F: 3 clusters Score -2096334 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2102113.000000 Penalty: 4912.922852
	Iteration 1F: 3 clusters Score -2102113 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2103527.000000 Penalty: 4912.922852
	Iteration 2F: 3 clusters Score -2103527 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2104897.750000 Penalty: 4912.922852
	Iteration 3F: 3 clusters Score -2104898 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2105921.000000 Penalty: 4912.922852
	Iteration 4F: 3 clusters Score -2105921 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2106657.000000 Penalty: 4912.922852
	Iteration 5F: 3 clusters Score -2106657 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2107126.750000 Penalty: 4912.922852
	Iteration 6Q: 3 clusters Score -2107127 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2107497.500000 Penalty: 4912.922852
	Iteration 7Q: 3 clusters Score -2107498 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2107749.500000 Penalty: 4912.922852
	Iteration 8Q: 3 clusters Score -2107750 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2107934.750000 Penalty: 4912.922852
	Iteration 9Q: 3 clusters Score -2107935 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2108075.750000 Penalty: 4912.922852
	Iteration 10Q: 3 clusters Score -2108076 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2108203.250000 Penalty: 4912.922852
	Iteration 11Q: 3 clusters Score -2108203 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2108331.000000 Penalty: 4912.922852
	Iteration 12Q: 3 clusters Score -2108331 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2108447.000000 Penalty: 4912.922852
	Iteration 13Q: 3 clusters Score -2108447 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2108547.250000 Penalty: 4912.922852
	Iteration 14Q: 3 clusters Score -2108547 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2108638.000000 Penalty: 4912.922852
	Iteration 15Q: 3 clusters Score -2108638 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2108735.500000 Penalty: 4912.922852
	Iteration 16Q: 3 clusters Score -2108736 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2108831.250000 Penalty: 4912.922852
	Iteration 17Q: 3 clusters Score -2108831 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2108897.750000 Penalty: 4912.922852
	Iteration 18Q: 3 clusters Score -2108898 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2108947.500000 Penalty: 4912.922852
	Iteration 19Q: 3 clusters Score -2108948 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2108992.500000 Penalty: 4912.922852
	Iteration 20F: 3 clusters Score -2108992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2109032.250000 Penalty: 4912.922852
	Iteration 21Q: 3 clusters Score -2109032 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2109075.000000 Penalty: 4912.922852
	Iteration 22Q: 3 clusters Score -2109075 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2109109.500000 Penalty: 4912.922852
	Iteration 23Q: 3 clusters Score -2109110 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2109128.250000 Penalty: 4912.922852
	Iteration 24Q: 3 clusters Score -2109128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2109156.750000 Penalty: 4912.922852
	Iteration 25Q: 3 clusters Score -2109157 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2109187.500000 Penalty: 4912.922852
	Iteration 26Q: 3 clusters Score -2109188 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2109206.250000 Penalty: 4912.922852
	Iteration 27Q: 3 clusters Score -2109206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2109212.500000 Penalty: 4912.922852
	Iteration 28Q: 3 clusters Score -2109212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2109226.750000 Penalty: 4912.922852
	Iteration 29Q: 3 clusters Score -2109227 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2109243.000000 Penalty: 4912.922852
	Iteration 30Q: 3 clusters Score -2109243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2109247.000000 Penalty: 4912.922852
	Iteration 31Q: 3 clusters Score -2109247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2109256.500000 Penalty: 4912.922852
	Iteration 32Q: 3 clusters Score -2109256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2109261.250000 Penalty: 4912.922852
	Iteration 33Q: 3 clusters Score -2109261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2109270.000000 Penalty: 4912.922852
	Iteration 34Q: 3 clusters Score -2109270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2109275.250000 Penalty: 4912.922852
	Iteration 35Q: 3 clusters Score -2109275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2109278.250000 Penalty: 4912.922852
	Iteration 36Q: 3 clusters Score -2109278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2109282.500000 Penalty: 4912.922852
	Iteration 37Q: 3 clusters Score -2109282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2109284.250000 Penalty: 4912.922852
	Iteration 38Q: 3 clusters Score -2109284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2109288.500000 Penalty: 4912.922852
	Iteration 39Q: 3 clusters Score -2109288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2109287.500000 Penalty: 4912.922852
	Iteration 40F: 3 clusters Score -2109288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2109301.250000 Penalty: 4912.922852
	Iteration 41Q: 3 clusters Score -2109301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2109298.750000 Penalty: 4912.922852
	Iteration 42Q: 3 clusters Score -2109299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2109299.500000 Penalty: 4912.922852
	Iteration 43Q: 3 clusters Score -2109300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2109300.250000 Penalty: 4912.922852
	Iteration 44Q: 3 clusters Score -2109300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2109302.000000 Penalty: 4912.922852
	Iteration 45Q: 3 clusters Score -2109302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2109306.500000 Penalty: 4912.922852
	Iteration 46Q: 3 clusters Score -2109306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2109305.500000 Penalty: 4912.922852
	Iteration 47Q: 3 clusters Score -2109306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2109310.250000 Penalty: 4912.922852
	Iteration 48Q: 3 clusters Score -2109310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2109311.000000 Penalty: 4912.922852
	Iteration 49Q: 3 clusters Score -2109311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2109309.500000 Penalty: 4912.922852
	Iteration 50Q: 3 clusters Score -2109310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2109322.500000 Penalty: 4912.922852
	Iteration 51Q: 3 clusters Score -2109322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2109329.750000 Penalty: 4912.922852
	Iteration 52Q: 3 clusters Score -2109330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2109327.500000 Penalty: 4912.922852
	Iteration 53Q: 3 clusters Score -2109328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2109340.750000 Penalty: 4912.922852
	Iteration 54Q: 3 clusters Score -2109341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2109339.750000 Penalty: 4912.922852
	Iteration 55Q: 3 clusters Score -2109340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2109336.250000 Penalty: 4912.922852
	Iteration 56Q: 3 clusters Score -2109336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2109334.500000 Penalty: 4912.922852
	Iteration 57Q: 3 clusters Score -2109334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2109334.500000 Penalty: 4912.922852
	Iteration 58Q: 3 clusters Score -2109334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2109335.500000 Penalty: 4912.922852
	Iteration 59Q: 3 clusters Score -2109336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2109337.000000 Penalty: 4912.922852
	Iteration 60F: 3 clusters Score -2109337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -2109338.250000 Penalty: 4912.922852
	Iteration 61Q: 3 clusters Score -2109338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2109340.500000 Penalty: 4912.922852
	Iteration 62Q: 3 clusters Score -2109340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2109347.500000 Penalty: 4912.922852
	Iteration 63Q: 3 clusters Score -2109348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2109346.000000 Penalty: 4912.922852
	Iteration 64Q: 3 clusters Score -2109346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2109346.250000 Penalty: 4912.922852
	Iteration 65Q: 3 clusters Score -2109346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2109345.250000 Penalty: 4912.922852
	Iteration 66Q: 3 clusters Score -2109345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2109346.500000 Penalty: 4912.922852
	Iteration 67Q: 3 clusters Score -2109346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2109347.750000 Penalty: 4912.922852
	Iteration 68Q: 3 clusters Score -2109348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2109348.250000 Penalty: 4912.922852
	Iteration 69Q: 3 clusters Score -2109348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2109347.750000 Penalty: 4912.922852
	Iteration 70Q: 3 clusters Score -2109348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2109347.750000 Penalty: 4912.922852
	Iteration 71F: 3 clusters Score -2109348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 1235 members 
Mstep: Class 4 contains 20880 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 4833 members 
Mstep: Class 8 contains 35371 members 
Mstep: Class 10 contains 8997 members 
Mstep: Class 11 contains 883 members 
Mstep: Class 12 contains 12582 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 12866 members 
Mstep: Class 16 contains 7472 members 
Mstep: Class 17 contains 49617 members 
Mstep: Class 19 contains 6906 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 20032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35663144.000000 Penalty: 75470.617188
Iteration 39Q: 25 clusters Score -3.566314e+07 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 21749 members 
Mstep: Class 5 contains 9553 members 
Mstep: Class 6 contains 6894 members 
Mstep: Class 7 contains 5017 members 
Mstep: Class 8 contains 35929 members 
Mstep: Class 9 contains 9461 members 
Mstep: Class 10 contains 8870 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 12684 members 
Mstep: Class 13 contains 14977 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 12926 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 49961 members 
Mstep: Class 18 contains 22243 members 
Mstep: Class 19 contains 7042 members 
Mstep: Class 20 contains 11061 members 
Mstep: Class 21 contains 19944 members 
Mstep: Class 22 contains 11673 members 
Mstep: Class 23 contains 8876 members 
Mstep: Class 24 contains 29090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35670268.000000 Penalty: 75470.617188
Iteration 40F: 25 clusters Score -3.567027e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 1626 members 
Mstep: Class 4 contains 22339 members 
Mstep: Class 5 contains 9502 members 
Mstep: Class 6 contains 6805 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 8 contains 34716 members 
Mstep: Class 9 contains 9680 members 
Mstep: Class 10 contains 8727 members 
Mstep: Class 11 contains 1091 members 
Mstep: Class 12 contains 12595 members 
Mstep: Class 13 contains 14966 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 12522 members 
Mstep: Class 16 contains 7118 members 
Mstep: Class 17 contains 49452 members 
Mstep: Class 18 contains 21954 members 
Mstep: Class 19 contains 7112 members 
Mstep: Class 20 contains 11291 members 
Mstep: Class 21 contains 19340 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 30360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35673412.000000 Penalty: 75470.617188
Iteration 41Q: 25 clusters Score -3.567341e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 22978 members 
Mstep: Class 5 contains 9458 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 34010 members 
Mstep: Class 9 contains 9793 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 12538 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 4500 members 
Mstep: Class 15 contains 12211 members 
Mstep: Class 16 contains 7043 members 
Mstep: Class 17 contains 49018 members 
Mstep: Class 18 contains 21773 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 11462 members 
Mstep: Class 21 contains 18792 members 
Mstep: Class 22 contains 11716 members 
Mstep: Class 23 contains 10271 members 
Mstep: Class 24 contains 31267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35674656.000000 Penalty: 75470.617188
Iteration 42Q: 25 clusters Score -3.567466e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 23627 members 
Mstep: Class 5 contains 9428 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 5337 members 
Mstep: Class 8 contains 33481 members 
Mstep: Class 9 contains 9843 members 
Mstep: Class 10 contains 8568 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 12496 members 
Mstep: Class 13 contains 14954 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 15 contains 11931 members 
Mstep: Class 16 contains 6998 members 
Mstep: Class 17 contains 48518 members 
Mstep: Class 18 contains 21637 members 
Mstep: Class 19 contains 7317 members 
Mstep: Class 20 contains 11624 members 
Mstep: Class 21 contains 18294 members 
Mstep: Class 22 contains 11732 members 
Mstep: Class 23 contains 10567 members 
Mstep: Class 24 contains 32010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35675924.000000 Penalty: 75470.617188
Iteration 43Q: 25 clusters Score -3.567592e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 3 contains 1978 members 
Mstep: Class 4 contains 24249 members 
Mstep: Class 5 contains 9400 members 
Mstep: Class 6 contains 6645 members 
Mstep: Class 7 contains 5441 members 
Mstep: Class 8 contains 33065 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 8532 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 12450 members 
Mstep: Class 13 contains 14948 members 
Mstep: Class 14 contains 4308 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6974 members 
Mstep: Class 17 contains 48015 members 
Mstep: Class 18 contains 21520 members 
Mstep: Class 19 contains 7450 members 
Mstep: Class 20 contains 11766 members 
Mstep: Class 21 contains 17789 members 
Mstep: Class 22 contains 11767 members 
Mstep: Class 23 contains 10797 members 
Mstep: Class 24 contains 32651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35676780.000000 Penalty: 75470.617188
Iteration 44Q: 25 clusters Score -3.567678e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5885 members 
Mstep: Class 3 contains 2095 members 
Mstep: Class 4 contains 24843 members 
Mstep: Class 5 contains 9387 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 5517 members 
Mstep: Class 8 contains 32733 members 
Mstep: Class 9 contains 9876 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 1239 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 4217 members 
Mstep: Class 15 contains 11466 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 47553 members 
Mstep: Class 18 contains 21397 members 
Mstep: Class 19 contains 7577 members 
Mstep: Class 20 contains 11927 members 
Mstep: Class 21 contains 17323 members 
Mstep: Class 22 contains 11800 members 
Mstep: Class 23 contains 10972 members 
Mstep: Class 24 contains 33164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35677892.000000 Penalty: 75470.617188
Iteration 45Q: 25 clusters Score -3.567789e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5881 members 
Mstep: Class 3 contains 2214 members 
Mstep: Class 4 contains 25369 members 
Mstep: Class 5 contains 9360 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 5599 members 
Mstep: Class 8 contains 32461 members 
Mstep: Class 9 contains 9919 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 1271 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 14936 members 
Mstep: Class 14 contains 4134 members 
Mstep: Class 15 contains 11274 members 
Mstep: Class 16 contains 6928 members 
Mstep: Class 17 contains 47109 members 
Mstep: Class 18 contains 21266 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 12100 members 
Mstep: Class 21 contains 16927 members 
Mstep: Class 22 contains 11798 members 
Mstep: Class 23 contains 11087 members 
Mstep: Class 24 contains 33651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35678728.000000 Penalty: 75470.617188
Iteration 46Q: 25 clusters Score -3.567873e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 2327 members 
Mstep: Class 4 contains 25917 members 
Mstep: Class 5 contains 9348 members 
Mstep: Class 6 contains 6526 members 
Mstep: Class 7 contains 5675 members 
Mstep: Class 8 contains 32210 members 
Mstep: Class 9 contains 9936 members 
Mstep: Class 10 contains 8466 members 
Mstep: Class 11 contains 1300 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 4095 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 16 contains 6908 members 
Mstep: Class 17 contains 46650 members 
Mstep: Class 18 contains 21145 members 
Mstep: Class 19 contains 7791 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 16589 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 11176 members 
Mstep: Class 24 contains 34094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35679424.000000 Penalty: 75470.617188
Iteration 47Q: 25 clusters Score -3.567942e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5873 members 
Mstep: Class 3 contains 2439 members 
Mstep: Class 4 contains 26458 members 
Mstep: Class 5 contains 9338 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 5749 members 
Mstep: Class 8 contains 31982 members 
Mstep: Class 9 contains 9899 members 
Mstep: Class 10 contains 8441 members 
Mstep: Class 11 contains 1326 members 
Mstep: Class 12 contains 12244 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 10949 members 
Mstep: Class 16 contains 6897 members 
Mstep: Class 17 contains 46200 members 
Mstep: Class 18 contains 21042 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 12422 members 
Mstep: Class 21 contains 16298 members 
Mstep: Class 22 contains 11772 members 
Mstep: Class 23 contains 11237 members 
Mstep: Class 24 contains 34462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35679956.000000 Penalty: 75470.617188
Iteration 48Q: 25 clusters Score -3.567996e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5868 members 
Mstep: Class 3 contains 2539 members 
Mstep: Class 4 contains 26978 members 
Mstep: Class 5 contains 9326 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 5845 members 
Mstep: Class 8 contains 31768 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 10 contains 8406 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 12198 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 4038 members 
Mstep: Class 15 contains 10816 members 
Mstep: Class 16 contains 6887 members 
Mstep: Class 17 contains 45756 members 
Mstep: Class 18 contains 20946 members 
Mstep: Class 19 contains 8021 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 16033 members 
Mstep: Class 22 contains 11768 members 
Mstep: Class 23 contains 11289 members 
Mstep: Class 24 contains 34841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35680208.000000 Penalty: 75470.617188
Iteration 49Q: 25 clusters Score -3.568021e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 2625 members 
Mstep: Class 4 contains 27435 members 
Mstep: Class 5 contains 9323 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 5931 members 
Mstep: Class 8 contains 31552 members 
Mstep: Class 9 contains 9756 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 1344 members 
Mstep: Class 12 contains 12167 members 
Mstep: Class 13 contains 14909 members 
Mstep: Class 14 contains 4009 members 
Mstep: Class 15 contains 10696 members 
Mstep: Class 16 contains 6884 members 
Mstep: Class 17 contains 45303 members 
Mstep: Class 18 contains 20842 members 
Mstep: Class 19 contains 8123 members 
Mstep: Class 20 contains 12765 members 
Mstep: Class 21 contains 15752 members 
Mstep: Class 22 contains 11805 members 
Mstep: Class 23 contains 11343 members 
Mstep: Class 24 contains 35195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35680888.000000 Penalty: 75470.617188
Iteration 50Q: 25 clusters Score -3.568089e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 27880 members 
Mstep: Class 5 contains 9321 members 
Mstep: Class 6 contains 6313 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 31349 members 
Mstep: Class 9 contains 9714 members 
Mstep: Class 10 contains 8356 members 
Mstep: Class 11 contains 1353 members 
Mstep: Class 12 contains 12118 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 3999 members 
Mstep: Class 15 contains 10588 members 
Mstep: Class 16 contains 6878 members 
Mstep: Class 17 contains 44840 members 
Mstep: Class 18 contains 20758 members 
Mstep: Class 19 contains 8240 members 
Mstep: Class 20 contains 12928 members 
Mstep: Class 21 contains 15497 members 
Mstep: Class 22 contains 11859 members 
Mstep: Class 23 contains 11390 members 
Mstep: Class 24 contains 35532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35681304.000000 Penalty: 75470.617188
Iteration 51Q: 25 clusters Score -3.56813e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5876 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 28308 members 
Mstep: Class 5 contains 9324 members 
Mstep: Class 6 contains 6240 members 
Mstep: Class 7 contains 6063 members 
Mstep: Class 8 contains 31193 members 
Mstep: Class 9 contains 9655 members 
Mstep: Class 10 contains 8322 members 
Mstep: Class 11 contains 1358 members 
Mstep: Class 12 contains 12080 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 3984 members 
Mstep: Class 15 contains 10474 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 44420 members 
Mstep: Class 18 contains 20686 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 13082 members 
Mstep: Class 21 contains 15278 members 
Mstep: Class 22 contains 11919 members 
Mstep: Class 23 contains 11414 members 
Mstep: Class 24 contains 35824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35681568.000000 Penalty: 75470.617188
Iteration 52Q: 25 clusters Score -3.568157e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5881 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 28709 members 
Mstep: Class 5 contains 9328 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 7 contains 6123 members 
Mstep: Class 8 contains 31011 members 
Mstep: Class 9 contains 9579 members 
Mstep: Class 10 contains 8295 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 12 contains 12033 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 6875 members 
Mstep: Class 17 contains 44038 members 
Mstep: Class 18 contains 20613 members 
Mstep: Class 19 contains 8471 members 
Mstep: Class 20 contains 13224 members 
Mstep: Class 21 contains 15056 members 
Mstep: Class 22 contains 11980 members 
Mstep: Class 23 contains 11431 members 
Mstep: Class 24 contains 36137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35681928.000000 Penalty: 75470.617188
Iteration 53Q: 25 clusters Score -3.568193e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 29080 members 
Mstep: Class 5 contains 9327 members 
Mstep: Class 6 contains 6108 members 
Mstep: Class 7 contains 6168 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 8267 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 12001 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 3963 members 
Mstep: Class 15 contains 10283 members 
Mstep: Class 16 contains 6876 members 
Mstep: Class 17 contains 43687 members 
Mstep: Class 18 contains 20551 members 
Mstep: Class 19 contains 8581 members 
Mstep: Class 20 contains 13370 members 
Mstep: Class 21 contains 14850 members 
Mstep: Class 22 contains 12022 members 
Mstep: Class 23 contains 11460 members 
Mstep: Class 24 contains 36424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35682204.000000 Penalty: 75470.617188
Iteration 54Q: 25 clusters Score -3.56822e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 29406 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 6048 members 
Mstep: Class 7 contains 6216 members 
Mstep: Class 8 contains 30633 members 
Mstep: Class 9 contains 9482 members 
Mstep: Class 10 contains 8247 members 
Mstep: Class 11 contains 1368 members 
Mstep: Class 12 contains 11958 members 
Mstep: Class 13 contains 14903 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 10196 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 43370 members 
Mstep: Class 18 contains 20496 members 
Mstep: Class 19 contains 8688 members 
Mstep: Class 20 contains 13504 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 12083 members 
Mstep: Class 23 contains 11482 members 
Mstep: Class 24 contains 36705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35682544.000000 Penalty: 75470.617188
Iteration 55Q: 25 clusters Score -3.568254e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5893 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 29713 members 
Mstep: Class 5 contains 9337 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 6268 members 
Mstep: Class 8 contains 30441 members 
Mstep: Class 9 contains 9394 members 
Mstep: Class 10 contains 8227 members 
Mstep: Class 11 contains 1370 members 
Mstep: Class 12 contains 11915 members 
Mstep: Class 13 contains 14900 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 10116 members 
Mstep: Class 16 contains 6870 members 
Mstep: Class 17 contains 43103 members 
Mstep: Class 18 contains 20438 members 
Mstep: Class 19 contains 8797 members 
Mstep: Class 20 contains 13631 members 
Mstep: Class 21 contains 14478 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 11495 members 
Mstep: Class 24 contains 36963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35682848.000000 Penalty: 75470.617188
Iteration 56Q: 25 clusters Score -3.568285e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 2969 members 
Mstep: Class 4 contains 29984 members 
Mstep: Class 5 contains 9336 members 
Mstep: Class 6 contains 5954 members 
Mstep: Class 7 contains 6325 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 9326 members 
Mstep: Class 10 contains 8211 members 
Mstep: Class 11 contains 1372 members 
Mstep: Class 12 contains 11866 members 
Mstep: Class 13 contains 14897 members 
Mstep: Class 14 contains 3953 members 
Mstep: Class 15 contains 10049 members 
Mstep: Class 16 contains 6867 members 
Mstep: Class 17 contains 42869 members 
Mstep: Class 18 contains 20378 members 
Mstep: Class 19 contains 8911 members 
Mstep: Class 20 contains 13730 members 
Mstep: Class 21 contains 14319 members 
Mstep: Class 22 contains 12195 members 
Mstep: Class 23 contains 11524 members 
Mstep: Class 24 contains 37170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35682904.000000 Penalty: 75470.617188
Iteration 57Q: 25 clusters Score -3.56829e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5909 members 
Mstep: Class 3 contains 3016 members 
Mstep: Class 4 contains 30203 members 
Mstep: Class 5 contains 9334 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 6372 members 
Mstep: Class 8 contains 30092 members 
Mstep: Class 9 contains 9282 members 
Mstep: Class 10 contains 8200 members 
Mstep: Class 11 contains 1376 members 
Mstep: Class 12 contains 11820 members 
Mstep: Class 13 contains 14897 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 9984 members 
Mstep: Class 16 contains 6864 members 
Mstep: Class 17 contains 42675 members 
Mstep: Class 18 contains 20328 members 
Mstep: Class 19 contains 9001 members 
Mstep: Class 20 contains 13834 members 
Mstep: Class 21 contains 14188 members 
Mstep: Class 22 contains 12227 members 
Mstep: Class 23 contains 11541 members 
Mstep: Class 24 contains 37355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683048.000000 Penalty: 75470.617188
Iteration 58Q: 25 clusters Score -3.568305e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 30406 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 5891 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 8 contains 29930 members 
Mstep: Class 9 contains 9232 members 
Mstep: Class 10 contains 8184 members 
Mstep: Class 11 contains 1378 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 14897 members 
Mstep: Class 14 contains 3947 members 
Mstep: Class 15 contains 9924 members 
Mstep: Class 16 contains 6861 members 
Mstep: Class 17 contains 42488 members 
Mstep: Class 18 contains 20285 members 
Mstep: Class 19 contains 9096 members 
Mstep: Class 20 contains 13923 members 
Mstep: Class 21 contains 14067 members 
Mstep: Class 22 contains 12266 members 
Mstep: Class 23 contains 11568 members 
Mstep: Class 24 contains 37530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683200.000000 Penalty: 75470.617188
Iteration 59Q: 25 clusters Score -3.56832e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5925 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 4 contains 30626 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 29767 members 
Mstep: Class 9 contains 9177 members 
Mstep: Class 10 contains 8170 members 
Mstep: Class 11 contains 1379 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 14893 members 
Mstep: Class 14 contains 3946 members 
Mstep: Class 15 contains 9874 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 20222 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 14022 members 
Mstep: Class 21 contains 13936 members 
Mstep: Class 22 contains 12317 members 
Mstep: Class 23 contains 11593 members 
Mstep: Class 24 contains 37691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683520.000000 Penalty: 75470.617188
Iteration 60F: 25 clusters Score -3.568352e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 30828 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 6489 members 
Mstep: Class 8 contains 29622 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 8143 members 
Mstep: Class 11 contains 1385 members 
Mstep: Class 12 contains 11676 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 42119 members 
Mstep: Class 18 contains 20115 members 
Mstep: Class 19 contains 9280 members 
Mstep: Class 20 contains 14088 members 
Mstep: Class 21 contains 13827 members 
Mstep: Class 22 contains 12351 members 
Mstep: Class 23 contains 11615 members 
Mstep: Class 24 contains 37754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683776.000000 Penalty: 75470.617188
Iteration 61Q: 25 clusters Score -3.568378e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5948 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 30998 members 
Mstep: Class 5 contains 9334 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 6524 members 
Mstep: Class 8 contains 29478 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 8112 members 
Mstep: Class 11 contains 1386 members 
Mstep: Class 12 contains 11654 members 
Mstep: Class 13 contains 14890 members 
Mstep: Class 14 contains 3938 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 41959 members 
Mstep: Class 18 contains 19974 members 
Mstep: Class 19 contains 9348 members 
Mstep: Class 20 contains 14173 members 
Mstep: Class 21 contains 13710 members 
Mstep: Class 22 contains 12385 members 
Mstep: Class 23 contains 11636 members 
Mstep: Class 24 contains 37824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684028.000000 Penalty: 75470.617188
Iteration 62Q: 25 clusters Score -3.568403e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 3718 members 
Mstep: Class 4 contains 31151 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 6553 members 
Mstep: Class 8 contains 29344 members 
Mstep: Class 9 contains 9090 members 
Mstep: Class 10 contains 8083 members 
Mstep: Class 11 contains 1391 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 14889 members 
Mstep: Class 14 contains 3930 members 
Mstep: Class 15 contains 9765 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 41794 members 
Mstep: Class 18 contains 19830 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 14253 members 
Mstep: Class 21 contains 13613 members 
Mstep: Class 22 contains 12417 members 
Mstep: Class 23 contains 11651 members 
Mstep: Class 24 contains 37917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684212.000000 Penalty: 75470.617188
Iteration 63Q: 25 clusters Score -3.568421e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5978 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 31303 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 5789 members 
Mstep: Class 7 contains 6576 members 
Mstep: Class 8 contains 29214 members 
Mstep: Class 9 contains 9067 members 
Mstep: Class 10 contains 8056 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 13 contains 14886 members 
Mstep: Class 14 contains 3929 members 
Mstep: Class 15 contains 9725 members 
Mstep: Class 16 contains 6849 members 
Mstep: Class 17 contains 41646 members 
Mstep: Class 18 contains 19692 members 
Mstep: Class 19 contains 9482 members 
Mstep: Class 20 contains 14348 members 
Mstep: Class 21 contains 13543 members 
Mstep: Class 22 contains 12445 members 
Mstep: Class 23 contains 11665 members 
Mstep: Class 24 contains 37990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684280.000000 Penalty: 75470.617188
Iteration 64Q: 25 clusters Score -3.568428e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5982 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 31450 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 5786 members 
Mstep: Class 7 contains 6602 members 
Mstep: Class 8 contains 29088 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 8034 members 
Mstep: Class 11 contains 1402 members 
Mstep: Class 12 contains 11547 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 3929 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 16 contains 6847 members 
Mstep: Class 17 contains 41493 members 
Mstep: Class 18 contains 19580 members 
Mstep: Class 19 contains 9556 members 
Mstep: Class 20 contains 14417 members 
Mstep: Class 21 contains 13485 members 
Mstep: Class 22 contains 12468 members 
Mstep: Class 23 contains 11674 members 
Mstep: Class 24 contains 38061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684644.000000 Penalty: 75470.617188
Iteration 65Q: 25 clusters Score -3.568464e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 4152 members 
Mstep: Class 4 contains 31561 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 5778 members 
Mstep: Class 7 contains 6619 members 
Mstep: Class 8 contains 28955 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 8016 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 3924 members 
Mstep: Class 15 contains 9635 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 41357 members 
Mstep: Class 18 contains 19484 members 
Mstep: Class 19 contains 9623 members 
Mstep: Class 20 contains 14487 members 
Mstep: Class 21 contains 13412 members 
Mstep: Class 22 contains 12492 members 
Mstep: Class 23 contains 11693 members 
Mstep: Class 24 contains 38188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684824.000000 Penalty: 75470.617188
Iteration 66Q: 25 clusters Score -3.568482e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 31651 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 5766 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 28845 members 
Mstep: Class 9 contains 9006 members 
Mstep: Class 10 contains 7996 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 11507 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 3922 members 
Mstep: Class 15 contains 9601 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 41261 members 
Mstep: Class 18 contains 19360 members 
Mstep: Class 19 contains 9676 members 
Mstep: Class 20 contains 14572 members 
Mstep: Class 21 contains 13331 members 
Mstep: Class 22 contains 12527 members 
Mstep: Class 23 contains 11695 members 
Mstep: Class 24 contains 38279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684972.000000 Penalty: 75470.617188
Iteration 67Q: 25 clusters Score -3.568497e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5986 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 31735 members 
Mstep: Class 5 contains 9329 members 
Mstep: Class 6 contains 5750 members 
Mstep: Class 7 contains 6666 members 
Mstep: Class 8 contains 28727 members 
Mstep: Class 9 contains 8980 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 11 contains 1411 members 
Mstep: Class 12 contains 11485 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 3925 members 
Mstep: Class 15 contains 9567 members 
Mstep: Class 16 contains 6844 members 
Mstep: Class 17 contains 41195 members 
Mstep: Class 18 contains 19233 members 
Mstep: Class 19 contains 9710 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 13256 members 
Mstep: Class 22 contains 12556 members 
Mstep: Class 23 contains 11699 members 
Mstep: Class 24 contains 38358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685012.000000 Penalty: 75470.617188
Iteration 68Q: 25 clusters Score -3.568501e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4537 members 
Mstep: Class 4 contains 31815 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 5737 members 
Mstep: Class 7 contains 6700 members 
Mstep: Class 8 contains 28616 members 
Mstep: Class 9 contains 8947 members 
Mstep: Class 10 contains 7960 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 11468 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 3924 members 
Mstep: Class 15 contains 9524 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 17 contains 41120 members 
Mstep: Class 18 contains 19131 members 
Mstep: Class 19 contains 9756 members 
Mstep: Class 20 contains 14753 members 
Mstep: Class 21 contains 13180 members 
Mstep: Class 22 contains 12582 members 
Mstep: Class 23 contains 11709 members 
Mstep: Class 24 contains 38446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685208.000000 Penalty: 75470.617188
Iteration 69Q: 25 clusters Score -3.568521e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 4641 members 
Mstep: Class 4 contains 31885 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 5723 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 8 contains 28513 members 
Mstep: Class 9 contains 8903 members 
Mstep: Class 10 contains 7943 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 12 contains 11453 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 3921 members 
Mstep: Class 15 contains 9491 members 
Mstep: Class 16 contains 6841 members 
Mstep: Class 17 contains 41053 members 
Mstep: Class 18 contains 19049 members 
Mstep: Class 19 contains 9798 members 
Mstep: Class 20 contains 14816 members 
Mstep: Class 21 contains 13118 members 
Mstep: Class 22 contains 12606 members 
Mstep: Class 23 contains 11714 members 
Mstep: Class 24 contains 38545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685408.000000 Penalty: 75470.617188
Iteration 70Q: 25 clusters Score -3.568541e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 4741 members 
Mstep: Class 4 contains 31935 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 5717 members 
Mstep: Class 7 contains 6744 members 
Mstep: Class 8 contains 28407 members 
Mstep: Class 9 contains 8885 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 12 contains 11423 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 3922 members 
Mstep: Class 15 contains 9453 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 17 contains 41009 members 
Mstep: Class 18 contains 18967 members 
Mstep: Class 19 contains 9839 members 
Mstep: Class 20 contains 14862 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 12634 members 
Mstep: Class 23 contains 11729 members 
Mstep: Class 24 contains 38628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685512.000000 Penalty: 75470.617188
Iteration 71Q: 25 clusters Score -3.568551e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6001 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 31990 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 5715 members 
Mstep: Class 7 contains 6766 members 
Mstep: Class 8 contains 28270 members 
Mstep: Class 9 contains 8874 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 11403 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 3920 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 6845 members 
Mstep: Class 17 contains 40986 members 
Mstep: Class 18 contains 18890 members 
Mstep: Class 19 contains 9888 members 
Mstep: Class 20 contains 14904 members 
Mstep: Class 21 contains 12997 members 
Mstep: Class 22 contains 12643 members 
Mstep: Class 23 contains 11753 members 
Mstep: Class 24 contains 38709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685484.000000 Penalty: 75470.617188
Iteration 72Q: 25 clusters Score -3.568548e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6005 members 
Mstep: Class 3 contains 4956 members 
Mstep: Class 4 contains 32026 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 5702 members 
Mstep: Class 7 contains 6785 members 
Mstep: Class 8 contains 28149 members 
Mstep: Class 9 contains 8857 members 
Mstep: Class 10 contains 7907 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 9389 members 
Mstep: Class 16 contains 6851 members 
Mstep: Class 17 contains 40958 members 
Mstep: Class 18 contains 18805 members 
Mstep: Class 19 contains 9943 members 
Mstep: Class 20 contains 14949 members 
Mstep: Class 21 contains 12936 members 
Mstep: Class 22 contains 12661 members 
Mstep: Class 23 contains 11781 members 
Mstep: Class 24 contains 38781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685472.000000 Penalty: 75470.617188
Iteration 73Q: 25 clusters Score -3.568547e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6011 members 
Mstep: Class 3 contains 5054 members 
Mstep: Class 4 contains 32058 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 5706 members 
Mstep: Class 7 contains 6811 members 
Mstep: Class 8 contains 28049 members 
Mstep: Class 9 contains 8849 members 
Mstep: Class 10 contains 7900 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 11356 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 3915 members 
Mstep: Class 15 contains 9348 members 
Mstep: Class 16 contains 6854 members 
Mstep: Class 17 contains 40920 members 
Mstep: Class 18 contains 18717 members 
Mstep: Class 19 contains 9987 members 
Mstep: Class 20 contains 14995 members 
Mstep: Class 21 contains 12858 members 
Mstep: Class 22 contains 12683 members 
Mstep: Class 23 contains 11797 members 
Mstep: Class 24 contains 38864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685472.000000 Penalty: 75470.617188
Iteration 74Q: 25 clusters Score -3.568547e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6012 members 
Mstep: Class 3 contains 5149 members 
Mstep: Class 4 contains 32085 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 6835 members 
Mstep: Class 8 contains 27957 members 
Mstep: Class 9 contains 8829 members 
Mstep: Class 10 contains 7896 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 11359 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 3916 members 
Mstep: Class 15 contains 9309 members 
Mstep: Class 16 contains 6858 members 
Mstep: Class 17 contains 40892 members 
Mstep: Class 18 contains 18636 members 
Mstep: Class 19 contains 10020 members 
Mstep: Class 20 contains 15046 members 
Mstep: Class 21 contains 12800 members 
Mstep: Class 22 contains 12706 members 
Mstep: Class 23 contains 11812 members 
Mstep: Class 24 contains 38913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685600.000000 Penalty: 75470.617188
Iteration 75Q: 25 clusters Score -3.56856e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 32098 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 5698 members 
Mstep: Class 7 contains 6854 members 
Mstep: Class 8 contains 27855 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 1427 members 
Mstep: Class 12 contains 11344 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3916 members 
Mstep: Class 15 contains 9278 members 
Mstep: Class 16 contains 6866 members 
Mstep: Class 17 contains 40877 members 
Mstep: Class 18 contains 18559 members 
Mstep: Class 19 contains 10057 members 
Mstep: Class 20 contains 15103 members 
Mstep: Class 21 contains 12742 members 
Mstep: Class 22 contains 12719 members 
Mstep: Class 23 contains 11824 members 
Mstep: Class 24 contains 38972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685756.000000 Penalty: 75470.617188
Iteration 76Q: 25 clusters Score -3.568576e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6022 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 4 contains 32108 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 5700 members 
Mstep: Class 7 contains 6874 members 
Mstep: Class 8 contains 27754 members 
Mstep: Class 9 contains 8781 members 
Mstep: Class 10 contains 7876 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 11348 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 6875 members 
Mstep: Class 17 contains 40866 members 
Mstep: Class 18 contains 18492 members 
Mstep: Class 19 contains 10095 members 
Mstep: Class 20 contains 15148 members 
Mstep: Class 21 contains 12678 members 
Mstep: Class 22 contains 12734 members 
Mstep: Class 23 contains 11840 members 
Mstep: Class 24 contains 39015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685836.000000 Penalty: 75470.617188
Iteration 77Q: 25 clusters Score -3.568584e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 5435 members 
Mstep: Class 4 contains 32115 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 5699 members 
Mstep: Class 7 contains 6890 members 
Mstep: Class 8 contains 27643 members 
Mstep: Class 9 contains 8755 members 
Mstep: Class 10 contains 7866 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 11348 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 9237 members 
Mstep: Class 16 contains 6881 members 
Mstep: Class 17 contains 40846 members 
Mstep: Class 18 contains 18438 members 
Mstep: Class 19 contains 10128 members 
Mstep: Class 20 contains 15183 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 12754 members 
Mstep: Class 23 contains 11861 members 
Mstep: Class 24 contains 39079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685784.000000 Penalty: 75470.617188
Iteration 78Q: 25 clusters Score -3.568578e+07 nChanged 626
Entering ConstructFrom: 
Score: -35685784.000000 Penalty: 75470.617188
Entering ConstructFrom: 
Trying to split cluster 1 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -305607.437500 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -305607.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -302488.156250 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -302488.2 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -303140.937500 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -303140.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -303328.093750 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -303328.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -303485.187500 Penalty: 3941.697754
	Iteration 3F: 3 clusters Score -303485.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -303664.406250 Penalty: 3941.697754
	Iteration 4F: 3 clusters Score -303664.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -303888.093750 Penalty: 3941.697754
	Iteration 5F: 3 clusters Score -303888.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -304117.687500 Penalty: 3941.697754
	Iteration 6F: 3 clusters Score -304117.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -304306.093750 Penalty: 3941.697754
	Iteration 7F: 3 clusters Score -304306.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -304500.218750 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -304500.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -304619.843750 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -304619.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -304695.750000 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -304695.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -304773.625000 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -304773.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -304826.500000 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -304826.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -304868.156250 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -304868.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -304893.125000 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -304893.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -304909.312500 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -304909.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -304921.250000 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -304921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -304926.906250 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -304926.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -304928.718750 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -304928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -304938.312500 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -304938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -304944.718750 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -304944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -304947.531250 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -304947.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -304950.343750 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -304950.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -304951.156250 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -304951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -304951.375000 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -304951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -304951.375000 Penalty: 3941.697754
	Iteration 25F: 3 clusters Score -304951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -482262.500000 Penalty: 2158.798828
	Iteration 0F: 2 clusters Score -482262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -477113.093750 Penalty: 4317.597656
	Iteration 0F: 3 clusters Score -477113.1 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -478559.875000 Penalty: 4317.597656
	Iteration 1F: 3 clusters Score -478559.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -478893.437500 Penalty: 4317.597656
	Iteration 2F: 3 clusters Score -478893.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -479177.562500 Penalty: 4317.597656
	Iteration 3F: 3 clusters Score -479177.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -479436.750000 Penalty: 4317.597656
	Iteration 4F: 3 clusters Score -479436.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -479685.125000 Penalty: 4317.597656
	Iteration 5Q: 3 clusters Score -479685.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -479910.656250 Penalty: 4317.597656
	Iteration 6Q: 3 clusters Score -479910.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -480119.281250 Penalty: 4317.597656
	Iteration 7Q: 3 clusters Score -480119.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -480309.968750 Penalty: 4317.597656
	Iteration 8Q: 3 clusters Score -480310 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -480502.281250 Penalty: 4317.597656
	Iteration 9Q: 3 clusters Score -480502.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -480662.281250 Penalty: 4317.597656
	Iteration 10Q: 3 clusters Score -480662.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -480828.656250 Penalty: 4317.597656
	Iteration 11Q: 3 clusters Score -480828.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -480990.218750 Penalty: 4317.597656
	Iteration 12Q: 3 clusters Score -480990.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -481231.562500 Penalty: 4317.597656
	Iteration 13Q: 3 clusters Score -481231.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -481463.000000 Penalty: 4317.597656
	Iteration 14Q: 3 clusters Score -481463 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -481642.687500 Penalty: 4317.597656
	Iteration 15Q: 3 clusters Score -481642.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -481810.437500 Penalty: 4317.597656
	Iteration 16Q: 3 clusters Score -481810.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -481970.843750 Penalty: 4317.597656
	Iteration 17Q: 3 clusters Score -481970.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -482084.531250 Penalty: 4317.597656
	Iteration 18Q: 3 clusters Score -482084.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -482150.843750 Penalty: 4317.597656
	Iteration 19Q: 3 clusters Score -482150.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -482219.750000 Penalty: 4317.597656
	Iteration 20F: 3 clusters Score -482219.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -482275.906250 Penalty: 4317.597656
	Iteration 21Q: 3 clusters Score -482275.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -482316.093750 Penalty: 4317.597656
	Iteration 22Q: 3 clusters Score -482316.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -482346.093750 Penalty: 4317.597656
	Iteration 23Q: 3 clusters Score -482346.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -482375.156250 Penalty: 4317.597656
	Iteration 24Q: 3 clusters Score -482375.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -482395.000000 Penalty: 4317.597656
	Iteration 25Q: 3 clusters Score -482395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -482411.656250 Penalty: 4317.597656
	Iteration 26Q: 3 clusters Score -482411.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -482428.843750 Penalty: 4317.597656
	Iteration 27Q: 3 clusters Score -482428.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -482441.531250 Penalty: 4317.597656
	Iteration 28Q: 3 clusters Score -482441.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -482456.093750 Penalty: 4317.597656
	Iteration 29Q: 3 clusters Score -482456.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -482469.500000 Penalty: 4317.597656
	Iteration 30Q: 3 clusters Score -482469.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -482484.500000 Penalty: 4317.597656
	Iteration 31Q: 3 clusters Score -482484.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -482493.156250 Penalty: 4317.597656
	Iteration 32Q: 3 clusters Score -482493.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -482504.031250 Penalty: 4317.597656
	Iteration 33Q: 3 clusters Score -482504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -482515.968750 Penalty: 4317.597656
	Iteration 34Q: 3 clusters Score -482516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -482525.000000 Penalty: 4317.597656
	Iteration 35Q: 3 clusters Score -482525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -482534.968750 Penalty: 4317.597656
	Iteration 36Q: 3 clusters Score -482535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -482546.906250 Penalty: 4317.597656
	Iteration 37Q: 3 clusters Score -482546.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -482554.843750 Penalty: 4317.597656
	Iteration 38Q: 3 clusters Score -482554.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -482562.656250 Penalty: 4317.597656
	Iteration 39Q: 3 clusters Score -482562.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -482570.125000 Penalty: 4317.597656
	Iteration 40F: 3 clusters Score -482570.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -482573.156250 Penalty: 4317.597656
	Iteration 41Q: 3 clusters Score -482573.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -482577.968750 Penalty: 4317.597656
	Iteration 42Q: 3 clusters Score -482578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -482578.656250 Penalty: 4317.597656
	Iteration 43Q: 3 clusters Score -482578.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -482581.375000 Penalty: 4317.597656
	Iteration 44Q: 3 clusters Score -482581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -482584.125000 Penalty: 4317.597656
	Iteration 45Q: 3 clusters Score -482584.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -482586.718750 Penalty: 4317.597656
	Iteration 46Q: 3 clusters Score -482586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -482587.906250 Penalty: 4317.597656
	Iteration 47Q: 3 clusters Score -482587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -482589.156250 Penalty: 4317.597656
	Iteration 48Q: 3 clusters Score -482589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -482589.093750 Penalty: 4317.597656
	Iteration 49Q: 3 clusters Score -482589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -482590.062500 Penalty: 4317.597656
	Iteration 50Q: 3 clusters Score -482590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -482591.281250 Penalty: 4317.597656
	Iteration 51Q: 3 clusters Score -482591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -482591.437500 Penalty: 4317.597656
	Iteration 52Q: 3 clusters Score -482591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -482591.593750 Penalty: 4317.597656
	Iteration 53Q: 3 clusters Score -482591.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -482591.593750 Penalty: 4317.597656
	Iteration 54F: 3 clusters Score -482591.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 9329 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 27527 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 17 contains 40830 members 
Mstep: Class 18 contains 18387 members 
Mstep: Class 19 contains 10161 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 39155 members 
Mstep: Class 25 contains 4306 members 
Entering Unmasked Estep 
Score: -35685216.000000 Penalty: 78615.226562
Splitting cluster 2 changes total score from -35685784.000000 to -35685216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -644603.687500 Penalty: 2136.890869
	Iteration 0F: 2 clusters Score -644603.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -639759.750000 Penalty: 4273.781738
	Iteration 0F: 3 clusters Score -639759.8 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -641065.500000 Penalty: 4273.781738
	Iteration 1F: 3 clusters Score -641065.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -641459.562500 Penalty: 4273.781738
	Iteration 2F: 3 clusters Score -641459.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -641839.562500 Penalty: 4273.781738
	Iteration 3F: 3 clusters Score -641839.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -642266.500000 Penalty: 4273.781738
	Iteration 4F: 3 clusters Score -642266.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -642665.687500 Penalty: 4273.781738
	Iteration 5F: 3 clusters Score -642665.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -642980.375000 Penalty: 4273.781738
	Iteration 6F: 3 clusters Score -642980.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -643169.562500 Penalty: 4273.781738
	Iteration 7Q: 3 clusters Score -643169.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -643270.187500 Penalty: 4273.781738
	Iteration 8Q: 3 clusters Score -643270.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -643329.687500 Penalty: 4273.781738
	Iteration 9Q: 3 clusters Score -643329.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -643366.875000 Penalty: 4273.781738
	Iteration 10Q: 3 clusters Score -643366.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -643392.500000 Penalty: 4273.781738
	Iteration 11Q: 3 clusters Score -643392.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -643410.562500 Penalty: 4273.781738
	Iteration 12Q: 3 clusters Score -643410.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -643427.250000 Penalty: 4273.781738
	Iteration 13Q: 3 clusters Score -643427.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -643443.250000 Penalty: 4273.781738
	Iteration 14Q: 3 clusters Score -643443.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -643450.687500 Penalty: 4273.781738
	Iteration 15Q: 3 clusters Score -643450.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -643458.562500 Penalty: 4273.781738
	Iteration 16Q: 3 clusters Score -643458.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -643464.812500 Penalty: 4273.781738
	Iteration 17Q: 3 clusters Score -643464.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -643471.000000 Penalty: 4273.781738
	Iteration 18Q: 3 clusters Score -643471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -643474.500000 Penalty: 4273.781738
	Iteration 19Q: 3 clusters Score -643474.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -643481.125000 Penalty: 4273.781738
	Iteration 20F: 3 clusters Score -643481.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -643485.187500 Penalty: 4273.781738
	Iteration 21Q: 3 clusters Score -643485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -643491.500000 Penalty: 4273.781738
	Iteration 22Q: 3 clusters Score -643491.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -643497.937500 Penalty: 4273.781738
	Iteration 23Q: 3 clusters Score -643497.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -643499.312500 Penalty: 4273.781738
	Iteration 24Q: 3 clusters Score -643499.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -643501.937500 Penalty: 4273.781738
	Iteration 25Q: 3 clusters Score -643501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -643507.812500 Penalty: 4273.781738
	Iteration 26Q: 3 clusters Score -643507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -643512.187500 Penalty: 4273.781738
	Iteration 27Q: 3 clusters Score -643512.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -643516.125000 Penalty: 4273.781738
	Iteration 28Q: 3 clusters Score -643516.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -643520.125000 Penalty: 4273.781738
	Iteration 29Q: 3 clusters Score -643520.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -643523.375000 Penalty: 4273.781738
	Iteration 30Q: 3 clusters Score -643523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -643525.625000 Penalty: 4273.781738
	Iteration 31Q: 3 clusters Score -643525.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -643529.625000 Penalty: 4273.781738
	Iteration 32Q: 3 clusters Score -643529.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -643534.500000 Penalty: 4273.781738
	Iteration 33Q: 3 clusters Score -643534.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -643538.687500 Penalty: 4273.781738
	Iteration 34Q: 3 clusters Score -643538.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -643544.312500 Penalty: 4273.781738
	Iteration 35Q: 3 clusters Score -643544.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -643549.187500 Penalty: 4273.781738
	Iteration 36Q: 3 clusters Score -643549.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -643557.937500 Penalty: 4273.781738
	Iteration 37Q: 3 clusters Score -643557.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -643566.625000 Penalty: 4273.781738
	Iteration 38Q: 3 clusters Score -643566.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -643576.875000 Penalty: 4273.781738
	Iteration 39Q: 3 clusters Score -643576.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -643586.437500 Penalty: 4273.781738
	Iteration 40F: 3 clusters Score -643586.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -643595.375000 Penalty: 4273.781738
	Iteration 41Q: 3 clusters Score -643595.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -643605.437500 Penalty: 4273.781738
	Iteration 42Q: 3 clusters Score -643605.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -643620.312500 Penalty: 4273.781738
	Iteration 43Q: 3 clusters Score -643620.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -643634.062500 Penalty: 4273.781738
	Iteration 44Q: 3 clusters Score -643634.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -643645.750000 Penalty: 4273.781738
	Iteration 45Q: 3 clusters Score -643645.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -643658.812500 Penalty: 4273.781738
	Iteration 46Q: 3 clusters Score -643658.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -643670.812500 Penalty: 4273.781738
	Iteration 47Q: 3 clusters Score -643670.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -643679.875000 Penalty: 4273.781738
	Iteration 48Q: 3 clusters Score -643679.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -643692.187500 Penalty: 4273.781738
	Iteration 49Q: 3 clusters Score -643692.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -643700.875000 Penalty: 4273.781738
	Iteration 50Q: 3 clusters Score -643700.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -643707.375000 Penalty: 4273.781738
	Iteration 51Q: 3 clusters Score -643707.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -643716.375000 Penalty: 4273.781738
	Iteration 52Q: 3 clusters Score -643716.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -643734.500000 Penalty: 4273.781738
	Iteration 53Q: 3 clusters Score -643734.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -643748.250000 Penalty: 4273.781738
	Iteration 54Q: 3 clusters Score -643748.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -643761.937500 Penalty: 4273.781738
	Iteration 55Q: 3 clusters Score -643761.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -643771.000000 Penalty: 4273.781738
	Iteration 56Q: 3 clusters Score -643771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -643782.062500 Penalty: 4273.781738
	Iteration 57Q: 3 clusters Score -643782.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -643795.875000 Penalty: 4273.781738
	Iteration 58Q: 3 clusters Score -643795.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -643809.812500 Penalty: 4273.781738
	Iteration 59Q: 3 clusters Score -643809.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -643823.687500 Penalty: 4273.781738
	Iteration 60F: 3 clusters Score -643823.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -643835.437500 Penalty: 4273.781738
	Iteration 61Q: 3 clusters Score -643835.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -643846.750000 Penalty: 4273.781738
	Iteration 62Q: 3 clusters Score -643846.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -643857.437500 Penalty: 4273.781738
	Iteration 63Q: 3 clusters Score -643857.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -643870.000000 Penalty: 4273.781738
	Iteration 64Q: 3 clusters Score -643870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -643880.687500 Penalty: 4273.781738
	Iteration 65Q: 3 clusters Score -643880.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -643888.437500 Penalty: 4273.781738
	Iteration 66Q: 3 clusters Score -643888.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -643893.250000 Penalty: 4273.781738
	Iteration 67Q: 3 clusters Score -643893.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -643902.687500 Penalty: 4273.781738
	Iteration 68Q: 3 clusters Score -643902.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -643911.125000 Penalty: 4273.781738
	Iteration 69Q: 3 clusters Score -643911.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -643916.625000 Penalty: 4273.781738
	Iteration 70Q: 3 clusters Score -643916.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -643920.437500 Penalty: 4273.781738
	Iteration 71Q: 3 clusters Score -643920.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -643923.937500 Penalty: 4273.781738
	Iteration 72Q: 3 clusters Score -643923.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -643930.625000 Penalty: 4273.781738
	Iteration 73Q: 3 clusters Score -643930.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -643935.062500 Penalty: 4273.781738
	Iteration 74Q: 3 clusters Score -643935.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -643943.062500 Penalty: 4273.781738
	Iteration 75Q: 3 clusters Score -643943.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -643951.562500 Penalty: 4273.781738
	Iteration 76Q: 3 clusters Score -643951.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -643960.312500 Penalty: 4273.781738
	Iteration 77Q: 3 clusters Score -643960.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -643972.687500 Penalty: 4273.781738
	Iteration 78Q: 3 clusters Score -643972.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -643985.125000 Penalty: 4273.781738
	Iteration 79Q: 3 clusters Score -643985.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -643999.750000 Penalty: 4273.781738
	Iteration 80F: 3 clusters Score -643999.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -644018.625000 Penalty: 4273.781738
	Iteration 81Q: 3 clusters Score -644018.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -644038.375000 Penalty: 4273.781738
	Iteration 82Q: 3 clusters Score -644038.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -644062.187500 Penalty: 4273.781738
	Iteration 83Q: 3 clusters Score -644062.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -644078.312500 Penalty: 4273.781738
	Iteration 84Q: 3 clusters Score -644078.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -644089.437500 Penalty: 4273.781738
	Iteration 85Q: 3 clusters Score -644089.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -644096.312500 Penalty: 4273.781738
	Iteration 86Q: 3 clusters Score -644096.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -644098.687500 Penalty: 4273.781738
	Iteration 87Q: 3 clusters Score -644098.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -644106.437500 Penalty: 4273.781738
	Iteration 88Q: 3 clusters Score -644106.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -644110.937500 Penalty: 4273.781738
	Iteration 89Q: 3 clusters Score -644110.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -644112.937500 Penalty: 4273.781738
	Iteration 90Q: 3 clusters Score -644112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -644117.625000 Penalty: 4273.781738
	Iteration 91Q: 3 clusters Score -644117.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -644119.750000 Penalty: 4273.781738
	Iteration 92Q: 3 clusters Score -644119.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -644123.875000 Penalty: 4273.781738
	Iteration 93Q: 3 clusters Score -644123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -644127.875000 Penalty: 4273.781738
	Iteration 94Q: 3 clusters Score -644127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -644132.187500 Penalty: 4273.781738
	Iteration 95Q: 3 clusters Score -644132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -644131.250000 Penalty: 4273.781738
	Iteration 96Q: 3 clusters Score -644131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -644131.562500 Penalty: 4273.781738
	Iteration 97Q: 3 clusters Score -644131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -644131.687500 Penalty: 4273.781738
	Iteration 98Q: 3 clusters Score -644131.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -644132.562500 Penalty: 4273.781738
	Iteration 99Q: 3 clusters Score -644132.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -644132.625000 Penalty: 4273.781738
	Iteration 100F: 3 clusters Score -644132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -644133.125000 Penalty: 4273.781738
	Iteration 101Q: 3 clusters Score -644133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -644133.125000 Penalty: 4273.781738
	Iteration 102F: 3 clusters Score -644133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Entering Unmasked Estep 
Score: -3854914.750000 Penalty: 2573.561768
	Iteration 0F: 2 clusters Score -3854915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -3833049.750000 Penalty: 5147.123535
	Iteration 0F: 3 clusters Score -3833050 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3840649.500000 Penalty: 5147.123535
	Iteration 1F: 3 clusters Score -3840650 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -3841131.750000 Penalty: 5147.123535
	Iteration 2Q: 3 clusters Score -3841132 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3841588.000000 Penalty: 5147.123535
	Iteration 3Q: 3 clusters Score -3841588 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3842087.000000 Penalty: 5147.123535
	Iteration 4Q: 3 clusters Score -3842087 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3842733.000000 Penalty: 5147.123535
	Iteration 5Q: 3 clusters Score -3842733 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3843610.500000 Penalty: 5147.123535
	Iteration 6Q: 3 clusters Score -3843610 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -3844855.750000 Penalty: 5147.123535
	Iteration 7F: 3 clusters Score -3844856 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3846621.250000 Penalty: 5147.123535
	Iteration 8F: 3 clusters Score -3846621 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3848799.750000 Penalty: 5147.123535
	Iteration 9F: 3 clusters Score -3848800 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3850896.250000 Penalty: 5147.123535
	Iteration 10F: 3 clusters Score -3850896 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -3852476.500000 Penalty: 5147.123535
	Iteration 11Q: 3 clusters Score -3852476 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3853318.250000 Penalty: 5147.123535
	Iteration 12Q: 3 clusters Score -3853318 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3853664.250000 Penalty: 5147.123535
	Iteration 13Q: 3 clusters Score -3853664 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3853833.500000 Penalty: 5147.123535
	Iteration 14Q: 3 clusters Score -3853834 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3853903.500000 Penalty: 5147.123535
	Iteration 15Q: 3 clusters Score -3853904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3853974.000000 Penalty: 5147.123535
	Iteration 16Q: 3 clusters Score -3853974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3854005.750000 Penalty: 5147.123535
	Iteration 17Q: 3 clusters Score -3854006 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3854027.000000 Penalty: 5147.123535
	Iteration 18Q: 3 clusters Score -3854027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3854044.250000 Penalty: 5147.123535
	Iteration 19Q: 3 clusters Score -3854044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3854054.750000 Penalty: 5147.123535
	Iteration 20F: 3 clusters Score -3854055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3854066.750000 Penalty: 5147.123535
	Iteration 21Q: 3 clusters Score -3854067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3854080.500000 Penalty: 5147.123535
	Iteration 22Q: 3 clusters Score -3854080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3854089.500000 Penalty: 5147.123535
	Iteration 23Q: 3 clusters Score -3854090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3854103.000000 Penalty: 5147.123535
	Iteration 24Q: 3 clusters Score -3854103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -3854095.000000 Penalty: 5147.123535
	Iteration 25Q: 3 clusters Score -3854095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3854103.000000 Penalty: 5147.123535
	Iteration 26Q: 3 clusters Score -3854103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3854101.000000 Penalty: 5147.123535
	Iteration 27Q: 3 clusters Score -3854101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3854099.500000 Penalty: 5147.123535
	Iteration 28Q: 3 clusters Score -3854100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3854103.000000 Penalty: 5147.123535
	Iteration 29Q: 3 clusters Score -3854103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3854100.000000 Penalty: 5147.123535
	Iteration 30Q: 3 clusters Score -3854100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -3854104.500000 Penalty: 5147.123535
	Iteration 31Q: 3 clusters Score -3854104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3854098.000000 Penalty: 5147.123535
	Iteration 32Q: 3 clusters Score -3854098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3854096.500000 Penalty: 5147.123535
	Iteration 33Q: 3 clusters Score -3854096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3854099.250000 Penalty: 5147.123535
	Iteration 34Q: 3 clusters Score -3854099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3854102.750000 Penalty: 5147.123535
	Iteration 35Q: 3 clusters Score -3854103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3854102.750000 Penalty: 5147.123535
	Iteration 36F: 3 clusters Score -3854103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Entering Unmasked Estep 
Score: -1105527.000000 Penalty: 2266.939209
	Iteration 0F: 2 clusters Score -1105527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1098380.250000 Penalty: 4533.878418
	Iteration 0F: 3 clusters Score -1098380 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1100591.500000 Penalty: 4533.878418
	Iteration 1F: 3 clusters Score -1100592 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1101284.125000 Penalty: 4533.878418
	Iteration 2F: 3 clusters Score -1101284 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1101959.500000 Penalty: 4533.878418
	Iteration 3F: 3 clusters Score -1101960 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1102619.625000 Penalty: 4533.878418
	Iteration 4F: 3 clusters Score -1102620 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1103071.875000 Penalty: 4533.878418
	Iteration 5F: 3 clusters Score -1103072 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1103340.125000 Penalty: 4533.878418
	Iteration 6Q: 3 clusters Score -1103340 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1103513.375000 Penalty: 4533.878418
	Iteration 7Q: 3 clusters Score -1103513 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1103608.875000 Penalty: 4533.878418
	Iteration 8Q: 3 clusters Score -1103609 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1103669.375000 Penalty: 4533.878418
	Iteration 9Q: 3 clusters Score -1103669 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1103708.125000 Penalty: 4533.878418
	Iteration 10Q: 3 clusters Score -1103708 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1103754.625000 Penalty: 4533.878418
	Iteration 11Q: 3 clusters Score -1103755 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1103784.000000 Penalty: 4533.878418
	Iteration 12Q: 3 clusters Score -1103784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1103796.875000 Penalty: 4533.878418
	Iteration 13Q: 3 clusters Score -1103797 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1103817.000000 Penalty: 4533.878418
	Iteration 14Q: 3 clusters Score -1103817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1103834.875000 Penalty: 4533.878418
	Iteration 15Q: 3 clusters Score -1103835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1103869.375000 Penalty: 4533.878418
	Iteration 16Q: 3 clusters Score -1103869 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1103931.125000 Penalty: 4533.878418
	Iteration 17Q: 3 clusters Score -1103931 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1104059.875000 Penalty: 4533.878418
	Iteration 18Q: 3 clusters Score -1104060 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1104393.125000 Penalty: 4533.878418
	Iteration 19Q: 3 clusters Score -1104393 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1105117.500000 Penalty: 4533.878418
	Iteration 20F: 3 clusters Score -1105118 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1105737.750000 Penalty: 4533.878418
	Iteration 21Q: 3 clusters Score -1105738 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1105954.250000 Penalty: 4533.878418
	Iteration 22Q: 3 clusters Score -1105954 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1106056.000000 Penalty: 4533.878418
	Iteration 23Q: 3 clusters Score -1106056 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1106113.875000 Penalty: 4533.878418
	Iteration 24Q: 3 clusters Score -1106114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1106154.250000 Penalty: 4533.878418
	Iteration 25Q: 3 clusters Score -1106154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1106184.125000 Penalty: 4533.878418
	Iteration 26Q: 3 clusters Score -1106184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1106201.000000 Penalty: 4533.878418
	Iteration 27Q: 3 clusters Score -1106201 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1106219.000000 Penalty: 4533.878418
	Iteration 28Q: 3 clusters Score -1106219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1106235.000000 Penalty: 4533.878418
	Iteration 29Q: 3 clusters Score -1106235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1106247.375000 Penalty: 4533.878418
	Iteration 30Q: 3 clusters Score -1106247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1106259.750000 Penalty: 4533.878418
	Iteration 31Q: 3 clusters Score -1106260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1106282.250000 Penalty: 4533.878418
	Iteration 32Q: 3 clusters Score -1106282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1106304.875000 Penalty: 4533.878418
	Iteration 33Q: 3 clusters Score -1106305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1106322.500000 Penalty: 4533.878418
	Iteration 34Q: 3 clusters Score -1106322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1106345.500000 Penalty: 4533.878418
	Iteration 35Q: 3 clusters Score -1106346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1106374.000000 Penalty: 4533.878418
	Iteration 36Q: 3 clusters Score -1106374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1106404.500000 Penalty: 4533.878418
	Iteration 37Q: 3 clusters Score -1106404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1106441.375000 Penalty: 4533.878418
	Iteration 38Q: 3 clusters Score -1106441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1106479.250000 Penalty: 4533.878418
	Iteration 39Q: 3 clusters Score -1106479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1106508.375000 Penalty: 4533.878418
	Iteration 40F: 3 clusters Score -1106508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1106532.000000 Penalty: 4533.878418
	Iteration 41Q: 3 clusters Score -1106532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1106550.625000 Penalty: 4533.878418
	Iteration 42Q: 3 clusters Score -1106551 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1106563.500000 Penalty: 4533.878418
	Iteration 43Q: 3 clusters Score -1106564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1106573.500000 Penalty: 4533.878418
	Iteration 44Q: 3 clusters Score -1106574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1106589.750000 Penalty: 4533.878418
	Iteration 45Q: 3 clusters Score -1106590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1106607.125000 Penalty: 4533.878418
	Iteration 46Q: 3 clusters Score -1106607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1106630.250000 Penalty: 4533.878418
	Iteration 47Q: 3 clusters Score -1106630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1106660.125000 Penalty: 4533.878418
	Iteration 48Q: 3 clusters Score -1106660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1106698.250000 Penalty: 4533.878418
	Iteration 49Q: 3 clusters Score -1106698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1106756.625000 Penalty: 4533.878418
	Iteration 50Q: 3 clusters Score -1106757 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1106886.250000 Penalty: 4533.878418
	Iteration 51Q: 3 clusters Score -1106886 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1107196.000000 Penalty: 4533.878418
	Iteration 52Q: 3 clusters Score -1107196 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1107617.250000 Penalty: 4533.878418
	Iteration 53Q: 3 clusters Score -1107617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1107833.500000 Penalty: 4533.878418
	Iteration 54Q: 3 clusters Score -1107834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1107885.625000 Penalty: 4533.878418
	Iteration 55Q: 3 clusters Score -1107886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1107907.625000 Penalty: 4533.878418
	Iteration 56Q: 3 clusters Score -1107908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1107908.250000 Penalty: 4533.878418
	Iteration 57Q: 3 clusters Score -1107908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1107910.875000 Penalty: 4533.878418
	Iteration 58Q: 3 clusters Score -1107911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1107912.250000 Penalty: 4533.878418
	Iteration 59Q: 3 clusters Score -1107912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1107909.000000 Penalty: 4533.878418
	Iteration 60F: 3 clusters Score -1107909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1107909.125000 Penalty: 4533.878418
	Iteration 61Q: 3 clusters Score -1107909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1107910.125000 Penalty: 4533.878418
	Iteration 62Q: 3 clusters Score -1107910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1107910.125000 Penalty: 4533.878418
	Iteration 63F: 3 clusters Score -1107910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 27527 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 17 contains 40830 members 
Mstep: Class 18 contains 18387 members 
Mstep: Class 19 contains 10161 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 39155 members 
Mstep: Class 25 contains 6675 members 
Entering Unmasked Estep 
Score: -35687308.000000 Penalty: 78615.226562
Splitting cluster 5 changes total score from -35685784.000000 to -35687308.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -667206.500000 Penalty: 2144.541260
	Iteration 0F: 2 clusters Score -667206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -662195.937500 Penalty: 4289.082520
	Iteration 0F: 3 clusters Score -662195.9 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -663457.687500 Penalty: 4289.082520
	Iteration 1F: 3 clusters Score -663457.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -663759.250000 Penalty: 4289.082520
	Iteration 2F: 3 clusters Score -663759.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -664034.500000 Penalty: 4289.082520
	Iteration 3F: 3 clusters Score -664034.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -664352.125000 Penalty: 4289.082520
	Iteration 4F: 3 clusters Score -664352.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -664703.000000 Penalty: 4289.082520
	Iteration 5F: 3 clusters Score -664703 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -665053.750000 Penalty: 4289.082520
	Iteration 6F: 3 clusters Score -665053.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -665320.875000 Penalty: 4289.082520
	Iteration 7F: 3 clusters Score -665320.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -665534.187500 Penalty: 4289.082520
	Iteration 8Q: 3 clusters Score -665534.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -665705.875000 Penalty: 4289.082520
	Iteration 9Q: 3 clusters Score -665705.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -665806.500000 Penalty: 4289.082520
	Iteration 10Q: 3 clusters Score -665806.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -665874.750000 Penalty: 4289.082520
	Iteration 11Q: 3 clusters Score -665874.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -665934.500000 Penalty: 4289.082520
	Iteration 12Q: 3 clusters Score -665934.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -665993.687500 Penalty: 4289.082520
	Iteration 13Q: 3 clusters Score -665993.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -666059.500000 Penalty: 4289.082520
	Iteration 14Q: 3 clusters Score -666059.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -666122.062500 Penalty: 4289.082520
	Iteration 15Q: 3 clusters Score -666122.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -666196.187500 Penalty: 4289.082520
	Iteration 16Q: 3 clusters Score -666196.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -666277.687500 Penalty: 4289.082520
	Iteration 17Q: 3 clusters Score -666277.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -666378.562500 Penalty: 4289.082520
	Iteration 18Q: 3 clusters Score -666378.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -666508.250000 Penalty: 4289.082520
	Iteration 19Q: 3 clusters Score -666508.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -666657.562500 Penalty: 4289.082520
	Iteration 20F: 3 clusters Score -666657.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -666829.875000 Penalty: 4289.082520
	Iteration 21Q: 3 clusters Score -666829.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -666989.750000 Penalty: 4289.082520
	Iteration 22Q: 3 clusters Score -666989.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -667139.750000 Penalty: 4289.082520
	Iteration 23Q: 3 clusters Score -667139.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -667201.000000 Penalty: 4289.082520
	Iteration 24Q: 3 clusters Score -667201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -667213.875000 Penalty: 4289.082520
	Iteration 25Q: 3 clusters Score -667213.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -667217.125000 Penalty: 4289.082520
	Iteration 26Q: 3 clusters Score -667217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -667218.812500 Penalty: 4289.082520
	Iteration 27Q: 3 clusters Score -667218.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -667220.750000 Penalty: 4289.082520
	Iteration 28Q: 3 clusters Score -667220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -667221.250000 Penalty: 4289.082520
	Iteration 29Q: 3 clusters Score -667221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -667221.312500 Penalty: 4289.082520
	Iteration 30Q: 3 clusters Score -667221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -667221.687500 Penalty: 4289.082520
	Iteration 31Q: 3 clusters Score -667221.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -667222.125000 Penalty: 4289.082520
	Iteration 32Q: 3 clusters Score -667222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -667222.125000 Penalty: 4289.082520
	Iteration 33F: 3 clusters Score -667222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 27527 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 17 contains 40830 members 
Mstep: Class 18 contains 18387 members 
Mstep: Class 19 contains 10161 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 39155 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 1431 members 
Entering Unmasked Estep 
Score: -35686312.000000 Penalty: 81759.835938
Splitting cluster 6 changes total score from -35685784.000000 to -35686312.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (6900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Entering Unmasked Estep 
Score: -827829.125000 Penalty: 2192.140625
	Iteration 0F: 2 clusters Score -827829.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -822033.625000 Penalty: 4384.281250
	Iteration 0F: 3 clusters Score -822033.6 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -823575.875000 Penalty: 4384.281250
	Iteration 1F: 3 clusters Score -823575.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -823916.750000 Penalty: 4384.281250
	Iteration 2F: 3 clusters Score -823916.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -824226.312500 Penalty: 4384.281250
	Iteration 3F: 3 clusters Score -824226.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -824499.562500 Penalty: 4384.281250
	Iteration 4F: 3 clusters Score -824499.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -824750.187500 Penalty: 4384.281250
	Iteration 5F: 3 clusters Score -824750.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -824954.062500 Penalty: 4384.281250
	Iteration 6Q: 3 clusters Score -824954.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -825123.125000 Penalty: 4384.281250
	Iteration 7Q: 3 clusters Score -825123.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -825267.312500 Penalty: 4384.281250
	Iteration 8Q: 3 clusters Score -825267.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -825404.750000 Penalty: 4384.281250
	Iteration 9Q: 3 clusters Score -825404.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -825515.500000 Penalty: 4384.281250
	Iteration 10Q: 3 clusters Score -825515.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -825621.250000 Penalty: 4384.281250
	Iteration 11Q: 3 clusters Score -825621.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -825733.625000 Penalty: 4384.281250
	Iteration 12Q: 3 clusters Score -825733.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -825874.875000 Penalty: 4384.281250
	Iteration 13Q: 3 clusters Score -825874.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -826018.562500 Penalty: 4384.281250
	Iteration 14Q: 3 clusters Score -826018.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -826174.687500 Penalty: 4384.281250
	Iteration 15Q: 3 clusters Score -826174.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -826370.937500 Penalty: 4384.281250
	Iteration 16Q: 3 clusters Score -826370.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -826620.187500 Penalty: 4384.281250
	Iteration 17Q: 3 clusters Score -826620.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -826876.812500 Penalty: 4384.281250
	Iteration 18Q: 3 clusters Score -826876.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -827124.187500 Penalty: 4384.281250
	Iteration 19Q: 3 clusters Score -827124.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -827260.937500 Penalty: 4384.281250
	Iteration 20F: 3 clusters Score -827260.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -827317.250000 Penalty: 4384.281250
	Iteration 21Q: 3 clusters Score -827317.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -827350.062500 Penalty: 4384.281250
	Iteration 22Q: 3 clusters Score -827350.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -827368.687500 Penalty: 4384.281250
	Iteration 23Q: 3 clusters Score -827368.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -827381.937500 Penalty: 4384.281250
	Iteration 24Q: 3 clusters Score -827381.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -827393.750000 Penalty: 4384.281250
	Iteration 25Q: 3 clusters Score -827393.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -827398.437500 Penalty: 4384.281250
	Iteration 26Q: 3 clusters Score -827398.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -827406.187500 Penalty: 4384.281250
	Iteration 27Q: 3 clusters Score -827406.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -827414.125000 Penalty: 4384.281250
	Iteration 28Q: 3 clusters Score -827414.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -827419.062500 Penalty: 4384.281250
	Iteration 29Q: 3 clusters Score -827419.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -827422.875000 Penalty: 4384.281250
	Iteration 30Q: 3 clusters Score -827422.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -827430.375000 Penalty: 4384.281250
	Iteration 31Q: 3 clusters Score -827430.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -827434.750000 Penalty: 4384.281250
	Iteration 32Q: 3 clusters Score -827434.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -827440.000000 Penalty: 4384.281250
	Iteration 33Q: 3 clusters Score -827440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -827445.312500 Penalty: 4384.281250
	Iteration 34Q: 3 clusters Score -827445.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -827449.750000 Penalty: 4384.281250
	Iteration 35Q: 3 clusters Score -827449.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -827457.062500 Penalty: 4384.281250
	Iteration 36Q: 3 clusters Score -827457.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -827463.000000 Penalty: 4384.281250
	Iteration 37Q: 3 clusters Score -827463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -827463.562500 Penalty: 4384.281250
	Iteration 38Q: 3 clusters Score -827463.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -827468.250000 Penalty: 4384.281250
	Iteration 39Q: 3 clusters Score -827468.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -827473.875000 Penalty: 4384.281250
	Iteration 40F: 3 clusters Score -827473.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -827481.562500 Penalty: 4384.281250
	Iteration 41Q: 3 clusters Score -827481.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -827489.500000 Penalty: 4384.281250
	Iteration 42Q: 3 clusters Score -827489.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -827493.125000 Penalty: 4384.281250
	Iteration 43Q: 3 clusters Score -827493.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -827495.937500 Penalty: 4384.281250
	Iteration 44Q: 3 clusters Score -827495.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -827498.750000 Penalty: 4384.281250
	Iteration 45Q: 3 clusters Score -827498.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -827503.375000 Penalty: 4384.281250
	Iteration 46Q: 3 clusters Score -827503.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -827505.000000 Penalty: 4384.281250
	Iteration 47Q: 3 clusters Score -827505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -827509.250000 Penalty: 4384.281250
	Iteration 48Q: 3 clusters Score -827509.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -827515.250000 Penalty: 4384.281250
	Iteration 49Q: 3 clusters Score -827515.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -827517.562500 Penalty: 4384.281250
	Iteration 50Q: 3 clusters Score -827517.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -827524.875000 Penalty: 4384.281250
	Iteration 51Q: 3 clusters Score -827524.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -827533.375000 Penalty: 4384.281250
	Iteration 52Q: 3 clusters Score -827533.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -827546.187500 Penalty: 4384.281250
	Iteration 53Q: 3 clusters Score -827546.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -827562.375000 Penalty: 4384.281250
	Iteration 54Q: 3 clusters Score -827562.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -827580.625000 Penalty: 4384.281250
	Iteration 55Q: 3 clusters Score -827580.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -827610.500000 Penalty: 4384.281250
	Iteration 56Q: 3 clusters Score -827610.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -827662.750000 Penalty: 4384.281250
	Iteration 57Q: 3 clusters Score -827662.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -827753.250000 Penalty: 4384.281250
	Iteration 58Q: 3 clusters Score -827753.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -827873.875000 Penalty: 4384.281250
	Iteration 59Q: 3 clusters Score -827873.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -827989.437500 Penalty: 4384.281250
	Iteration 60F: 3 clusters Score -827989.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -828069.250000 Penalty: 4384.281250
	Iteration 61Q: 3 clusters Score -828069.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -828094.125000 Penalty: 4384.281250
	Iteration 62Q: 3 clusters Score -828094.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -828103.125000 Penalty: 4384.281250
	Iteration 63Q: 3 clusters Score -828103.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -828108.875000 Penalty: 4384.281250
	Iteration 64Q: 3 clusters Score -828108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -828111.125000 Penalty: 4384.281250
	Iteration 65Q: 3 clusters Score -828111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -828112.062500 Penalty: 4384.281250
	Iteration 66Q: 3 clusters Score -828112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -828112.937500 Penalty: 4384.281250
	Iteration 67Q: 3 clusters Score -828112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -828112.937500 Penalty: 4384.281250
	Iteration 68F: 3 clusters Score -828112.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 8 contains 27527 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 7851 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 17 contains 40830 members 
Mstep: Class 18 contains 18387 members 
Mstep: Class 19 contains 10161 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 39155 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 2361 members 
Entering Unmasked Estep 
Score: -35685560.000000 Penalty: 84904.445312
Splitting cluster 7 changes total score from -35685784.000000 to -35685560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (27527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Entering Unmasked Estep 
Score: -3215476.500000 Penalty: 2535.284668
	Iteration 0F: 2 clusters Score -3215476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3196423.250000 Penalty: 5070.569336
	Iteration 0F: 3 clusters Score -3196423 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3203179.750000 Penalty: 5070.569336
	Iteration 1F: 3 clusters Score -3203180 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3203906.500000 Penalty: 5070.569336
	Iteration 2F: 3 clusters Score -3203906 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3204607.750000 Penalty: 5070.569336
	Iteration 3F: 3 clusters Score -3204608 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3205299.750000 Penalty: 5070.569336
	Iteration 4F: 3 clusters Score -3205300 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3206007.500000 Penalty: 5070.569336
	Iteration 5F: 3 clusters Score -3206008 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3206723.750000 Penalty: 5070.569336
	Iteration 6F: 3 clusters Score -3206724 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3207479.000000 Penalty: 5070.569336
	Iteration 7Q: 3 clusters Score -3207479 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3208225.250000 Penalty: 5070.569336
	Iteration 8Q: 3 clusters Score -3208225 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -3208853.000000 Penalty: 5070.569336
	Iteration 9Q: 3 clusters Score -3208853 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3209334.250000 Penalty: 5070.569336
	Iteration 10Q: 3 clusters Score -3209334 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3209684.250000 Penalty: 5070.569336
	Iteration 11Q: 3 clusters Score -3209684 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3209909.500000 Penalty: 5070.569336
	Iteration 12Q: 3 clusters Score -3209910 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3210053.000000 Penalty: 5070.569336
	Iteration 13Q: 3 clusters Score -3210053 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3210164.500000 Penalty: 5070.569336
	Iteration 14Q: 3 clusters Score -3210164 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3210297.250000 Penalty: 5070.569336
	Iteration 15Q: 3 clusters Score -3210297 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3210372.500000 Penalty: 5070.569336
	Iteration 16Q: 3 clusters Score -3210372 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3210446.750000 Penalty: 5070.569336
	Iteration 17Q: 3 clusters Score -3210447 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3210503.250000 Penalty: 5070.569336
	Iteration 18Q: 3 clusters Score -3210503 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3210566.250000 Penalty: 5070.569336
	Iteration 19Q: 3 clusters Score -3210566 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3210647.750000 Penalty: 5070.569336
	Iteration 20F: 3 clusters Score -3210648 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3210696.500000 Penalty: 5070.569336
	Iteration 21Q: 3 clusters Score -3210696 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3210733.750000 Penalty: 5070.569336
	Iteration 22Q: 3 clusters Score -3210734 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3210777.500000 Penalty: 5070.569336
	Iteration 23Q: 3 clusters Score -3210778 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3210810.500000 Penalty: 5070.569336
	Iteration 24Q: 3 clusters Score -3210810 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3210844.500000 Penalty: 5070.569336
	Iteration 25Q: 3 clusters Score -3210844 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3210867.500000 Penalty: 5070.569336
	Iteration 26Q: 3 clusters Score -3210868 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3210898.250000 Penalty: 5070.569336
	Iteration 27Q: 3 clusters Score -3210898 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3210905.000000 Penalty: 5070.569336
	Iteration 28Q: 3 clusters Score -3210905 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3210935.000000 Penalty: 5070.569336
	Iteration 29Q: 3 clusters Score -3210935 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3210962.500000 Penalty: 5070.569336
	Iteration 30Q: 3 clusters Score -3210962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3210984.000000 Penalty: 5070.569336
	Iteration 31Q: 3 clusters Score -3210984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -3210987.250000 Penalty: 5070.569336
	Iteration 32Q: 3 clusters Score -3210987 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3210994.000000 Penalty: 5070.569336
	Iteration 33Q: 3 clusters Score -3210994 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3211023.250000 Penalty: 5070.569336
	Iteration 34Q: 3 clusters Score -3211023 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3211025.000000 Penalty: 5070.569336
	Iteration 35Q: 3 clusters Score -3211025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3211035.000000 Penalty: 5070.569336
	Iteration 36Q: 3 clusters Score -3211035 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3211050.000000 Penalty: 5070.569336
	Iteration 37Q: 3 clusters Score -3211050 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3211055.500000 Penalty: 5070.569336
	Iteration 38Q: 3 clusters Score -3211056 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3211068.250000 Penalty: 5070.569336
	Iteration 39Q: 3 clusters Score -3211068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3211080.500000 Penalty: 5070.569336
	Iteration 40F: 3 clusters Score -3211080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3211086.500000 Penalty: 5070.569336
	Iteration 41Q: 3 clusters Score -3211086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3211089.000000 Penalty: 5070.569336
	Iteration 42Q: 3 clusters Score -3211089 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3211093.750000 Penalty: 5070.569336
	Iteration 43Q: 3 clusters Score -3211094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3211107.750000 Penalty: 5070.569336
	Iteration 44Q: 3 clusters Score -3211108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3211115.750000 Penalty: 5070.569336
	Iteration 45Q: 3 clusters Score -3211116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3211131.000000 Penalty: 5070.569336
	Iteration 46Q: 3 clusters Score -3211131 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3211128.500000 Penalty: 5070.569336
	Iteration 47Q: 3 clusters Score -3211128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3211141.500000 Penalty: 5070.569336
	Iteration 48Q: 3 clusters Score -3211142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3211154.250000 Penalty: 5070.569336
	Iteration 49Q: 3 clusters Score -3211154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3211162.750000 Penalty: 5070.569336
	Iteration 50Q: 3 clusters Score -3211163 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3211204.250000 Penalty: 5070.569336
	Iteration 51Q: 3 clusters Score -3211204 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3211215.500000 Penalty: 5070.569336
	Iteration 52Q: 3 clusters Score -3211216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3211240.750000 Penalty: 5070.569336
	Iteration 53Q: 3 clusters Score -3211241 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3211287.000000 Penalty: 5070.569336
	Iteration 54Q: 3 clusters Score -3211287 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3211342.750000 Penalty: 5070.569336
	Iteration 55Q: 3 clusters Score -3211343 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3211404.750000 Penalty: 5070.569336
	Iteration 56Q: 3 clusters Score -3211405 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3211477.250000 Penalty: 5070.569336
	Iteration 57Q: 3 clusters Score -3211477 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3211588.000000 Penalty: 5070.569336
	Iteration 58Q: 3 clusters Score -3211588 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -3211760.750000 Penalty: 5070.569336
	Iteration 59Q: 3 clusters Score -3211761 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3211995.750000 Penalty: 5070.569336
	Iteration 60F: 3 clusters Score -3211996 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3212263.750000 Penalty: 5070.569336
	Iteration 61Q: 3 clusters Score -3212264 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3212551.000000 Penalty: 5070.569336
	Iteration 62Q: 3 clusters Score -3212551 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -3212773.750000 Penalty: 5070.569336
	Iteration 63Q: 3 clusters Score -3212774 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3212933.750000 Penalty: 5070.569336
	Iteration 64Q: 3 clusters Score -3212934 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3213038.000000 Penalty: 5070.569336
	Iteration 65Q: 3 clusters Score -3213038 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3213111.500000 Penalty: 5070.569336
	Iteration 66Q: 3 clusters Score -3213112 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3213186.000000 Penalty: 5070.569336
	Iteration 67Q: 3 clusters Score -3213186 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -3213222.250000 Penalty: 5070.569336
	Iteration 68Q: 3 clusters Score -3213222 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3213278.250000 Penalty: 5070.569336
	Iteration 69Q: 3 clusters Score -3213278 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -3213319.250000 Penalty: 5070.569336
	Iteration 70Q: 3 clusters Score -3213319 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3213363.000000 Penalty: 5070.569336
	Iteration 71Q: 3 clusters Score -3213363 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3213374.750000 Penalty: 5070.569336
	Iteration 72Q: 3 clusters Score -3213375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -3213390.750000 Penalty: 5070.569336
	Iteration 73Q: 3 clusters Score -3213391 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3213420.250000 Penalty: 5070.569336
	Iteration 74Q: 3 clusters Score -3213420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3213439.000000 Penalty: 5070.569336
	Iteration 75Q: 3 clusters Score -3213439 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3213462.750000 Penalty: 5070.569336
	Iteration 76Q: 3 clusters Score -3213463 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3213489.000000 Penalty: 5070.569336
	Iteration 77Q: 3 clusters Score -3213489 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -3213524.250000 Penalty: 5070.569336
	Iteration 78Q: 3 clusters Score -3213524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3213554.500000 Penalty: 5070.569336
	Iteration 79Q: 3 clusters Score -3213554 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3213581.500000 Penalty: 5070.569336
	Iteration 80F: 3 clusters Score -3213582 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -3213618.000000 Penalty: 5070.569336
	Iteration 81Q: 3 clusters Score -3213618 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -3213639.500000 Penalty: 5070.569336
	Iteration 82Q: 3 clusters Score -3213640 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3213648.000000 Penalty: 5070.569336
	Iteration 83Q: 3 clusters Score -3213648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3213658.250000 Penalty: 5070.569336
	Iteration 84Q: 3 clusters Score -3213658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3213680.750000 Penalty: 5070.569336
	Iteration 85Q: 3 clusters Score -3213681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3213693.250000 Penalty: 5070.569336
	Iteration 86Q: 3 clusters Score -3213693 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3213695.750000 Penalty: 5070.569336
	Iteration 87Q: 3 clusters Score -3213696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -3213715.750000 Penalty: 5070.569336
	Iteration 88Q: 3 clusters Score -3213716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3213727.500000 Penalty: 5070.569336
	Iteration 89Q: 3 clusters Score -3213728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -3213754.250000 Penalty: 5070.569336
	Iteration 90Q: 3 clusters Score -3213754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3213756.000000 Penalty: 5070.569336
	Iteration 91Q: 3 clusters Score -3213756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3213772.250000 Penalty: 5070.569336
	Iteration 92Q: 3 clusters Score -3213772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3213780.250000 Penalty: 5070.569336
	Iteration 93Q: 3 clusters Score -3213780 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3213793.000000 Penalty: 5070.569336
	Iteration 94Q: 3 clusters Score -3213793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3213799.500000 Penalty: 5070.569336
	Iteration 95Q: 3 clusters Score -3213800 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -3213812.000000 Penalty: 5070.569336
	Iteration 96Q: 3 clusters Score -3213812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3213826.500000 Penalty: 5070.569336
	Iteration 97Q: 3 clusters Score -3213826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3213836.250000 Penalty: 5070.569336
	Iteration 98Q: 3 clusters Score -3213836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3213837.000000 Penalty: 5070.569336
	Iteration 99Q: 3 clusters Score -3213837 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3213836.500000 Penalty: 5070.569336
	Iteration 100F: 3 clusters Score -3213836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3213847.250000 Penalty: 5070.569336
	Iteration 101Q: 3 clusters Score -3213847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3213846.500000 Penalty: 5070.569336
	Iteration 102Q: 3 clusters Score -3213846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3213843.500000 Penalty: 5070.569336
	Iteration 103Q: 3 clusters Score -3213844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3213847.750000 Penalty: 5070.569336
	Iteration 104Q: 3 clusters Score -3213848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3213853.250000 Penalty: 5070.569336
	Iteration 105Q: 3 clusters Score -3213853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3213856.750000 Penalty: 5070.569336
	Iteration 106Q: 3 clusters Score -3213857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3213857.500000 Penalty: 5070.569336
	Iteration 107Q: 3 clusters Score -3213858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3213857.250000 Penalty: 5070.569336
	Iteration 108Q: 3 clusters Score -3213857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3213851.750000 Penalty: 5070.569336
	Iteration 109Q: 3 clusters Score -3213852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -3213854.750000 Penalty: 5070.569336
	Iteration 110Q: 3 clusters Score -3213855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3213852.750000 Penalty: 5070.569336
	Iteration 111Q: 3 clusters Score -3213853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3213849.750000 Penalty: 5070.569336
	Iteration 112Q: 3 clusters Score -3213850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3213847.750000 Penalty: 5070.569336
	Iteration 113Q: 3 clusters Score -3213848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3213853.750000 Penalty: 5070.569336
	Iteration 114Q: 3 clusters Score -3213854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3213854.000000 Penalty: 5070.569336
	Iteration 115Q: 3 clusters Score -3213854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3213852.250000 Penalty: 5070.569336
	Iteration 116Q: 3 clusters Score -3213852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3213851.250000 Penalty: 5070.569336
	Iteration 117Q: 3 clusters Score -3213851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3213851.750000 Penalty: 5070.569336
	Iteration 118Q: 3 clusters Score -3213852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3213851.750000 Penalty: 5070.569336
	Iteration 119F: 3 clusters Score -3213852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -976465.500000 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -976465.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -969605.500000 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -969605.5 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -971732.062500 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -971732.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -972068.750000 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -972068.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -972325.250000 Penalty: 4502.323730
	Iteration 3F: 3 clusters Score -972325.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -972547.812500 Penalty: 4502.323730
	Iteration 4Q: 3 clusters Score -972547.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -972740.062500 Penalty: 4502.323730
	Iteration 5Q: 3 clusters Score -972740.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -972899.562500 Penalty: 4502.323730
	Iteration 6Q: 3 clusters Score -972899.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -973041.687500 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -973041.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -973176.500000 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -973176.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -973320.375000 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -973320.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -973453.125000 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -973453.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -973588.000000 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -973588 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -973697.562500 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -973697.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -973795.250000 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -973795.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -973877.312500 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -973877.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -973946.125000 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -973946.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -974006.375000 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -974006.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -974045.875000 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -974045.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -974077.312500 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -974077.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -974103.937500 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -974103.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -974125.312500 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -974125.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -974144.125000 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -974144.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -974162.500000 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -974162.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -974175.187500 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -974175.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -974184.187500 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -974184.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -974194.687500 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -974194.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -974202.437500 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -974202.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -974209.000000 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -974209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -974215.625000 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -974215.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -974218.687500 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -974218.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -974223.562500 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -974223.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -974225.500000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -974225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -974223.250000 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -974223.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -974227.187500 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -974227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -974231.562500 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -974231.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -974232.625000 Penalty: 4502.323730
	Iteration 35Q: 3 clusters Score -974232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -974234.562500 Penalty: 4502.323730
	Iteration 36Q: 3 clusters Score -974234.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -974237.250000 Penalty: 4502.323730
	Iteration 37Q: 3 clusters Score -974237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -974238.500000 Penalty: 4502.323730
	Iteration 38Q: 3 clusters Score -974238.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -974241.500000 Penalty: 4502.323730
	Iteration 39Q: 3 clusters Score -974241.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -974245.187500 Penalty: 4502.323730
	Iteration 40F: 3 clusters Score -974245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -974247.125000 Penalty: 4502.323730
	Iteration 41Q: 3 clusters Score -974247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -974247.437500 Penalty: 4502.323730
	Iteration 42Q: 3 clusters Score -974247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -974248.500000 Penalty: 4502.323730
	Iteration 43Q: 3 clusters Score -974248.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -974248.875000 Penalty: 4502.323730
	Iteration 44Q: 3 clusters Score -974248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -974249.000000 Penalty: 4502.323730
	Iteration 45Q: 3 clusters Score -974249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -974248.812500 Penalty: 4502.323730
	Iteration 46Q: 3 clusters Score -974248.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -974250.687500 Penalty: 4502.323730
	Iteration 47Q: 3 clusters Score -974250.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -974249.500000 Penalty: 4502.323730
	Iteration 48Q: 3 clusters Score -974249.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -974249.500000 Penalty: 4502.323730
	Iteration 49F: 3 clusters Score -974249.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Entering Unmasked Estep 
Score: -936929.562500 Penalty: 2224.162354
	Iteration 0F: 2 clusters Score -936929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -930641.062500 Penalty: 4448.324707
	Iteration 0F: 3 clusters Score -930641.1 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -932478.250000 Penalty: 4448.324707
	Iteration 1F: 3 clusters Score -932478.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -933089.937500 Penalty: 4448.324707
	Iteration 2F: 3 clusters Score -933089.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -933752.687500 Penalty: 4448.324707
	Iteration 3F: 3 clusters Score -933752.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -934492.937500 Penalty: 4448.324707
	Iteration 4F: 3 clusters Score -934492.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -935199.937500 Penalty: 4448.324707
	Iteration 5F: 3 clusters Score -935199.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -935858.937500 Penalty: 4448.324707
	Iteration 6F: 3 clusters Score -935858.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -936423.375000 Penalty: 4448.324707
	Iteration 7F: 3 clusters Score -936423.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -936883.937500 Penalty: 4448.324707
	Iteration 8F: 3 clusters Score -936883.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -937212.062500 Penalty: 4448.324707
	Iteration 9Q: 3 clusters Score -937212.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -937457.187500 Penalty: 4448.324707
	Iteration 10Q: 3 clusters Score -937457.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -937608.875000 Penalty: 4448.324707
	Iteration 11Q: 3 clusters Score -937608.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -937706.187500 Penalty: 4448.324707
	Iteration 12Q: 3 clusters Score -937706.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -937759.062500 Penalty: 4448.324707
	Iteration 13Q: 3 clusters Score -937759.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -937795.000000 Penalty: 4448.324707
	Iteration 14Q: 3 clusters Score -937795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -937809.875000 Penalty: 4448.324707
	Iteration 15Q: 3 clusters Score -937809.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -937824.750000 Penalty: 4448.324707
	Iteration 16Q: 3 clusters Score -937824.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -937837.375000 Penalty: 4448.324707
	Iteration 17Q: 3 clusters Score -937837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -937841.437500 Penalty: 4448.324707
	Iteration 18Q: 3 clusters Score -937841.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -937848.062500 Penalty: 4448.324707
	Iteration 19Q: 3 clusters Score -937848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -937848.875000 Penalty: 4448.324707
	Iteration 20F: 3 clusters Score -937848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -937849.062500 Penalty: 4448.324707
	Iteration 21Q: 3 clusters Score -937849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -937848.687500 Penalty: 4448.324707
	Iteration 22Q: 3 clusters Score -937848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -937849.375000 Penalty: 4448.324707
	Iteration 23Q: 3 clusters Score -937849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -937849.187500 Penalty: 4448.324707
	Iteration 24Q: 3 clusters Score -937849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -937851.375000 Penalty: 4448.324707
	Iteration 25Q: 3 clusters Score -937851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -937853.187500 Penalty: 4448.324707
	Iteration 26Q: 3 clusters Score -937853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -937853.750000 Penalty: 4448.324707
	Iteration 27Q: 3 clusters Score -937853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -937853.750000 Penalty: 4448.324707
	Iteration 28F: 3 clusters Score -937853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 27527 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 6889 members 
Mstep: Class 17 contains 40830 members 
Mstep: Class 18 contains 18387 members 
Mstep: Class 19 contains 10161 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 39155 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 1577 members 
Entering Unmasked Estep 
Score: -35686312.000000 Penalty: 84904.445312
Splitting cluster 10 changes total score from -35685784.000000 to -35686312.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -175790.859375 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -175790.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -173530.968750 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -173531 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -173888.375000 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -173888.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174009.578125 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -174009.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174060.812500 Penalty: 3606.765137
	Iteration 3Q: 3 clusters Score -174060.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174106.859375 Penalty: 3606.765137
	Iteration 4Q: 3 clusters Score -174106.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -174137.796875 Penalty: 3606.765137
	Iteration 5Q: 3 clusters Score -174137.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -174172.093750 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -174172.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -174204.125000 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -174204.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -174217.703125 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -174217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -174220.890625 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -174220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -174222.765625 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -174222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -174222.765625 Penalty: 3606.765137
	Iteration 11F: 3 clusters Score -174222.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -1073184.625000 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -1073185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1064830.125000 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -1064830 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1067377.125000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -1067377 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1067810.875000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -1067811 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1068177.375000 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -1068177 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1068539.000000 Penalty: 4630.963867
	Iteration 4F: 3 clusters Score -1068539 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1068887.625000 Penalty: 4630.963867
	Iteration 5Q: 3 clusters Score -1068888 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1069198.375000 Penalty: 4630.963867
	Iteration 6Q: 3 clusters Score -1069198 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1069504.125000 Penalty: 4630.963867
	Iteration 7Q: 3 clusters Score -1069504 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1069827.875000 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -1069828 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1070120.375000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -1070120 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1070384.125000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -1070384 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1070591.250000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -1070591 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1070734.250000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -1070734 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1070855.625000 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -1070856 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1070950.875000 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -1070951 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1071029.750000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -1071030 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1071112.750000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -1071113 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1071188.250000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -1071188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1071254.000000 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -1071254 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1071323.750000 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -1071324 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1071411.750000 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -1071412 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1071503.250000 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -1071503 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1071557.125000 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -1071557 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1071597.500000 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -1071598 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1071643.500000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -1071644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1071682.500000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -1071682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1071727.125000 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -1071727 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1071768.125000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -1071768 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1071813.000000 Penalty: 4630.963867
	Iteration 28Q: 3 clusters Score -1071813 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1071856.375000 Penalty: 4630.963867
	Iteration 29Q: 3 clusters Score -1071856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1071896.750000 Penalty: 4630.963867
	Iteration 30Q: 3 clusters Score -1071897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1071918.375000 Penalty: 4630.963867
	Iteration 31Q: 3 clusters Score -1071918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1071940.750000 Penalty: 4630.963867
	Iteration 32Q: 3 clusters Score -1071941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1071955.625000 Penalty: 4630.963867
	Iteration 33Q: 3 clusters Score -1071956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1071974.375000 Penalty: 4630.963867
	Iteration 34Q: 3 clusters Score -1071974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1071988.750000 Penalty: 4630.963867
	Iteration 35Q: 3 clusters Score -1071989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1071997.625000 Penalty: 4630.963867
	Iteration 36Q: 3 clusters Score -1071998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1072005.625000 Penalty: 4630.963867
	Iteration 37Q: 3 clusters Score -1072006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1072017.125000 Penalty: 4630.963867
	Iteration 38Q: 3 clusters Score -1072017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1072025.125000 Penalty: 4630.963867
	Iteration 39Q: 3 clusters Score -1072025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1072029.750000 Penalty: 4630.963867
	Iteration 40F: 3 clusters Score -1072030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1072039.250000 Penalty: 4630.963867
	Iteration 41Q: 3 clusters Score -1072039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1072041.500000 Penalty: 4630.963867
	Iteration 42Q: 3 clusters Score -1072042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1072044.125000 Penalty: 4630.963867
	Iteration 43Q: 3 clusters Score -1072044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1072046.625000 Penalty: 4630.963867
	Iteration 44Q: 3 clusters Score -1072047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1072048.125000 Penalty: 4630.963867
	Iteration 45Q: 3 clusters Score -1072048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1072053.125000 Penalty: 4630.963867
	Iteration 46Q: 3 clusters Score -1072053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1072052.875000 Penalty: 4630.963867
	Iteration 47Q: 3 clusters Score -1072053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1072053.250000 Penalty: 4630.963867
	Iteration 48Q: 3 clusters Score -1072053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1072053.250000 Penalty: 4630.963867
	Iteration 49Q: 3 clusters Score -1072053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1072052.000000 Penalty: 4630.963867
	Iteration 50Q: 3 clusters Score -1072052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1072051.875000 Penalty: 4630.963867
	Iteration 51Q: 3 clusters Score -1072052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1072050.750000 Penalty: 4630.963867
	Iteration 52Q: 3 clusters Score -1072051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1072051.875000 Penalty: 4630.963867
	Iteration 53Q: 3 clusters Score -1072052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1072051.750000 Penalty: 4630.963867
	Iteration 54Q: 3 clusters Score -1072052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1072051.750000 Penalty: 4630.963867
	Iteration 55F: 3 clusters Score -1072052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Entering Unmasked Estep 
Score: -1797965.375000 Penalty: 2382.644531
	Iteration 0F: 2 clusters Score -1797965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1787292.625000 Penalty: 4765.289062
	Iteration 0F: 3 clusters Score -1787293 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1790728.625000 Penalty: 4765.289062
	Iteration 1F: 3 clusters Score -1790729 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1791297.500000 Penalty: 4765.289062
	Iteration 2F: 3 clusters Score -1791298 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1791931.125000 Penalty: 4765.289062
	Iteration 3F: 3 clusters Score -1791931 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1792555.000000 Penalty: 4765.289062
	Iteration 4F: 3 clusters Score -1792555 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1793146.125000 Penalty: 4765.289062
	Iteration 5F: 3 clusters Score -1793146 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1793782.500000 Penalty: 4765.289062
	Iteration 6F: 3 clusters Score -1793782 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1794365.875000 Penalty: 4765.289062
	Iteration 7F: 3 clusters Score -1794366 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1794856.125000 Penalty: 4765.289062
	Iteration 8F: 3 clusters Score -1794856 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1795253.750000 Penalty: 4765.289062
	Iteration 9Q: 3 clusters Score -1795254 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1795549.750000 Penalty: 4765.289062
	Iteration 10Q: 3 clusters Score -1795550 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1795808.875000 Penalty: 4765.289062
	Iteration 11Q: 3 clusters Score -1795809 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1796030.500000 Penalty: 4765.289062
	Iteration 12Q: 3 clusters Score -1796030 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1796232.625000 Penalty: 4765.289062
	Iteration 13Q: 3 clusters Score -1796233 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1796447.625000 Penalty: 4765.289062
	Iteration 14Q: 3 clusters Score -1796448 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1796665.375000 Penalty: 4765.289062
	Iteration 15Q: 3 clusters Score -1796665 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1796809.875000 Penalty: 4765.289062
	Iteration 16Q: 3 clusters Score -1796810 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1796929.000000 Penalty: 4765.289062
	Iteration 17Q: 3 clusters Score -1796929 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1797012.125000 Penalty: 4765.289062
	Iteration 18Q: 3 clusters Score -1797012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1797103.250000 Penalty: 4765.289062
	Iteration 19Q: 3 clusters Score -1797103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1797162.125000 Penalty: 4765.289062
	Iteration 20F: 3 clusters Score -1797162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1797198.375000 Penalty: 4765.289062
	Iteration 21Q: 3 clusters Score -1797198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1797229.500000 Penalty: 4765.289062
	Iteration 22Q: 3 clusters Score -1797230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1797246.375000 Penalty: 4765.289062
	Iteration 23Q: 3 clusters Score -1797246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1797266.500000 Penalty: 4765.289062
	Iteration 24Q: 3 clusters Score -1797266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1797277.250000 Penalty: 4765.289062
	Iteration 25Q: 3 clusters Score -1797277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1797281.250000 Penalty: 4765.289062
	Iteration 26Q: 3 clusters Score -1797281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1797284.375000 Penalty: 4765.289062
	Iteration 27Q: 3 clusters Score -1797284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1797284.250000 Penalty: 4765.289062
	Iteration 28Q: 3 clusters Score -1797284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1797287.250000 Penalty: 4765.289062
	Iteration 29Q: 3 clusters Score -1797287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1797290.250000 Penalty: 4765.289062
	Iteration 30Q: 3 clusters Score -1797290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1797290.250000 Penalty: 4765.289062
	Iteration 31Q: 3 clusters Score -1797290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1797291.875000 Penalty: 4765.289062
	Iteration 32Q: 3 clusters Score -1797292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1797290.250000 Penalty: 4765.289062
	Iteration 33Q: 3 clusters Score -1797290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1797294.500000 Penalty: 4765.289062
	Iteration 34Q: 3 clusters Score -1797294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1797290.875000 Penalty: 4765.289062
	Iteration 35Q: 3 clusters Score -1797291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1797294.250000 Penalty: 4765.289062
	Iteration 36Q: 3 clusters Score -1797294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1797297.250000 Penalty: 4765.289062
	Iteration 37Q: 3 clusters Score -1797297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1797299.625000 Penalty: 4765.289062
	Iteration 38Q: 3 clusters Score -1797300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1797300.500000 Penalty: 4765.289062
	Iteration 39Q: 3 clusters Score -1797300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1797300.750000 Penalty: 4765.289062
	Iteration 40F: 3 clusters Score -1797301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1797301.125000 Penalty: 4765.289062
	Iteration 41Q: 3 clusters Score -1797301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1797301.125000 Penalty: 4765.289062
	Iteration 42F: 3 clusters Score -1797301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Entering Unmasked Estep 
Score: -426491.843750 Penalty: 2051.534180
	Iteration 0F: 2 clusters Score -426491.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -422762.187500 Penalty: 4103.068359
	Iteration 0F: 3 clusters Score -422762.2 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -423904.687500 Penalty: 4103.068359
	Iteration 1F: 3 clusters Score -423904.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -424230.250000 Penalty: 4103.068359
	Iteration 2F: 3 clusters Score -424230.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -424488.937500 Penalty: 4103.068359
	Iteration 3F: 3 clusters Score -424488.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -424700.375000 Penalty: 4103.068359
	Iteration 4F: 3 clusters Score -424700.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -424897.406250 Penalty: 4103.068359
	Iteration 5Q: 3 clusters Score -424897.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -425088.562500 Penalty: 4103.068359
	Iteration 6Q: 3 clusters Score -425088.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -425229.906250 Penalty: 4103.068359
	Iteration 7Q: 3 clusters Score -425229.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -425335.718750 Penalty: 4103.068359
	Iteration 8Q: 3 clusters Score -425335.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -425415.843750 Penalty: 4103.068359
	Iteration 9Q: 3 clusters Score -425415.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -425461.468750 Penalty: 4103.068359
	Iteration 10Q: 3 clusters Score -425461.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -425489.031250 Penalty: 4103.068359
	Iteration 11Q: 3 clusters Score -425489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -425509.750000 Penalty: 4103.068359
	Iteration 12Q: 3 clusters Score -425509.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -425523.406250 Penalty: 4103.068359
	Iteration 13Q: 3 clusters Score -425523.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -425531.218750 Penalty: 4103.068359
	Iteration 14Q: 3 clusters Score -425531.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -425536.000000 Penalty: 4103.068359
	Iteration 15Q: 3 clusters Score -425536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -425538.343750 Penalty: 4103.068359
	Iteration 16Q: 3 clusters Score -425538.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -425542.187500 Penalty: 4103.068359
	Iteration 17Q: 3 clusters Score -425542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -425545.000000 Penalty: 4103.068359
	Iteration 18Q: 3 clusters Score -425545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -425546.031250 Penalty: 4103.068359
	Iteration 19Q: 3 clusters Score -425546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -425546.437500 Penalty: 4103.068359
	Iteration 20F: 3 clusters Score -425546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -425547.093750 Penalty: 4103.068359
	Iteration 21Q: 3 clusters Score -425547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -425546.687500 Penalty: 4103.068359
	Iteration 22Q: 3 clusters Score -425546.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -425546.687500 Penalty: 4103.068359
	Iteration 23F: 3 clusters Score -425546.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Entering Unmasked Estep 
Score: -1068531.500000 Penalty: 2263.647461
	Iteration 0F: 2 clusters Score -1068532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1061445.375000 Penalty: 4527.294922
	Iteration 0F: 3 clusters Score -1061445 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1063777.875000 Penalty: 4527.294922
	Iteration 1F: 3 clusters Score -1063778 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1064309.875000 Penalty: 4527.294922
	Iteration 2F: 3 clusters Score -1064310 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1064842.625000 Penalty: 4527.294922
	Iteration 3F: 3 clusters Score -1064843 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1065365.375000 Penalty: 4527.294922
	Iteration 4F: 3 clusters Score -1065365 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1065849.750000 Penalty: 4527.294922
	Iteration 5F: 3 clusters Score -1065850 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1066249.125000 Penalty: 4527.294922
	Iteration 6F: 3 clusters Score -1066249 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1066587.125000 Penalty: 4527.294922
	Iteration 7Q: 3 clusters Score -1066587 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1066877.125000 Penalty: 4527.294922
	Iteration 8Q: 3 clusters Score -1066877 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1067056.875000 Penalty: 4527.294922
	Iteration 9Q: 3 clusters Score -1067057 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1067183.000000 Penalty: 4527.294922
	Iteration 10Q: 3 clusters Score -1067183 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1067249.750000 Penalty: 4527.294922
	Iteration 11Q: 3 clusters Score -1067250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1067306.000000 Penalty: 4527.294922
	Iteration 12Q: 3 clusters Score -1067306 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1067344.500000 Penalty: 4527.294922
	Iteration 13Q: 3 clusters Score -1067344 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1067372.750000 Penalty: 4527.294922
	Iteration 14Q: 3 clusters Score -1067373 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1067394.750000 Penalty: 4527.294922
	Iteration 15Q: 3 clusters Score -1067395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1067419.000000 Penalty: 4527.294922
	Iteration 16Q: 3 clusters Score -1067419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1067451.375000 Penalty: 4527.294922
	Iteration 17Q: 3 clusters Score -1067451 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1067483.125000 Penalty: 4527.294922
	Iteration 18Q: 3 clusters Score -1067483 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1067525.875000 Penalty: 4527.294922
	Iteration 19Q: 3 clusters Score -1067526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1067576.000000 Penalty: 4527.294922
	Iteration 20F: 3 clusters Score -1067576 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1067636.375000 Penalty: 4527.294922
	Iteration 21Q: 3 clusters Score -1067636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1067679.375000 Penalty: 4527.294922
	Iteration 22Q: 3 clusters Score -1067679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1067733.250000 Penalty: 4527.294922
	Iteration 23Q: 3 clusters Score -1067733 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1067782.625000 Penalty: 4527.294922
	Iteration 24Q: 3 clusters Score -1067783 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1067830.375000 Penalty: 4527.294922
	Iteration 25Q: 3 clusters Score -1067830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1067862.125000 Penalty: 4527.294922
	Iteration 26Q: 3 clusters Score -1067862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1067880.875000 Penalty: 4527.294922
	Iteration 27Q: 3 clusters Score -1067881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1067896.875000 Penalty: 4527.294922
	Iteration 28Q: 3 clusters Score -1067897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1067903.500000 Penalty: 4527.294922
	Iteration 29Q: 3 clusters Score -1067904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1067911.750000 Penalty: 4527.294922
	Iteration 30Q: 3 clusters Score -1067912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1067916.000000 Penalty: 4527.294922
	Iteration 31Q: 3 clusters Score -1067916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1067917.625000 Penalty: 4527.294922
	Iteration 32Q: 3 clusters Score -1067918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1067916.875000 Penalty: 4527.294922
	Iteration 33Q: 3 clusters Score -1067917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1067918.250000 Penalty: 4527.294922
	Iteration 34Q: 3 clusters Score -1067918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1067921.750000 Penalty: 4527.294922
	Iteration 35Q: 3 clusters Score -1067922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1067923.750000 Penalty: 4527.294922
	Iteration 36Q: 3 clusters Score -1067924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1067922.625000 Penalty: 4527.294922
	Iteration 37Q: 3 clusters Score -1067923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1067920.875000 Penalty: 4527.294922
	Iteration 38Q: 3 clusters Score -1067921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1067922.250000 Penalty: 4527.294922
	Iteration 39Q: 3 clusters Score -1067922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1067923.125000 Penalty: 4527.294922
	Iteration 40F: 3 clusters Score -1067923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1067924.375000 Penalty: 4527.294922
	Iteration 41Q: 3 clusters Score -1067924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1067924.625000 Penalty: 4527.294922
	Iteration 42Q: 3 clusters Score -1067925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1067925.875000 Penalty: 4527.294922
	Iteration 43Q: 3 clusters Score -1067926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1067925.875000 Penalty: 4527.294922
	Iteration 44F: 3 clusters Score -1067926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Entering Unmasked Estep 
Score: -826650.500000 Penalty: 2191.744873
	Iteration 0F: 2 clusters Score -826650.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -820911.687500 Penalty: 4383.489746
	Iteration 0F: 3 clusters Score -820911.7 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -822499.500000 Penalty: 4383.489746
	Iteration 1F: 3 clusters Score -822499.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -822956.125000 Penalty: 4383.489746
	Iteration 2F: 3 clusters Score -822956.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -823383.375000 Penalty: 4383.489746
	Iteration 3F: 3 clusters Score -823383.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -823841.812500 Penalty: 4383.489746
	Iteration 4F: 3 clusters Score -823841.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -824481.125000 Penalty: 4383.489746
	Iteration 5F: 3 clusters Score -824481.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -825311.312500 Penalty: 4383.489746
	Iteration 6F: 3 clusters Score -825311.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -825948.000000 Penalty: 4383.489746
	Iteration 7F: 3 clusters Score -825948 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -826275.250000 Penalty: 4383.489746
	Iteration 8F: 3 clusters Score -826275.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -826533.750000 Penalty: 4383.489746
	Iteration 9Q: 3 clusters Score -826533.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -826751.875000 Penalty: 4383.489746
	Iteration 10Q: 3 clusters Score -826751.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -826958.500000 Penalty: 4383.489746
	Iteration 11Q: 3 clusters Score -826958.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -827127.937500 Penalty: 4383.489746
	Iteration 12Q: 3 clusters Score -827127.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -827252.062500 Penalty: 4383.489746
	Iteration 13Q: 3 clusters Score -827252.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -827353.562500 Penalty: 4383.489746
	Iteration 14Q: 3 clusters Score -827353.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -827433.875000 Penalty: 4383.489746
	Iteration 15Q: 3 clusters Score -827433.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -827481.687500 Penalty: 4383.489746
	Iteration 16Q: 3 clusters Score -827481.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -827530.250000 Penalty: 4383.489746
	Iteration 17Q: 3 clusters Score -827530.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -827564.625000 Penalty: 4383.489746
	Iteration 18Q: 3 clusters Score -827564.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -827603.875000 Penalty: 4383.489746
	Iteration 19Q: 3 clusters Score -827603.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -827645.437500 Penalty: 4383.489746
	Iteration 20F: 3 clusters Score -827645.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -827703.437500 Penalty: 4383.489746
	Iteration 21Q: 3 clusters Score -827703.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -827766.687500 Penalty: 4383.489746
	Iteration 22Q: 3 clusters Score -827766.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -827852.000000 Penalty: 4383.489746
	Iteration 23Q: 3 clusters Score -827852 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -827981.062500 Penalty: 4383.489746
	Iteration 24Q: 3 clusters Score -827981.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -828301.250000 Penalty: 4383.489746
	Iteration 25Q: 3 clusters Score -828301.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -828932.625000 Penalty: 4383.489746
	Iteration 26Q: 3 clusters Score -828932.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -829173.062500 Penalty: 4383.489746
	Iteration 27Q: 3 clusters Score -829173.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -829202.125000 Penalty: 4383.489746
	Iteration 28Q: 3 clusters Score -829202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -829210.812500 Penalty: 4383.489746
	Iteration 29Q: 3 clusters Score -829210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -829213.937500 Penalty: 4383.489746
	Iteration 30Q: 3 clusters Score -829213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -829213.312500 Penalty: 4383.489746
	Iteration 31Q: 3 clusters Score -829213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -829212.062500 Penalty: 4383.489746
	Iteration 32Q: 3 clusters Score -829212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -829212.125000 Penalty: 4383.489746
	Iteration 33Q: 3 clusters Score -829212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -829212.937500 Penalty: 4383.489746
	Iteration 34Q: 3 clusters Score -829212.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -829215.562500 Penalty: 4383.489746
	Iteration 35Q: 3 clusters Score -829215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -829215.250000 Penalty: 4383.489746
	Iteration 36Q: 3 clusters Score -829215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -829215.250000 Penalty: 4383.489746
	Iteration 37F: 3 clusters Score -829215.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 27527 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 40830 members 
Mstep: Class 18 contains 18387 members 
Mstep: Class 19 contains 10161 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 39155 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 1686 members 
Entering Unmasked Estep 
Score: -35687956.000000 Penalty: 88049.054688
Splitting cluster 16 changes total score from -35685784.000000 to -35687956.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (40830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Entering Unmasked Estep 
Score: -4859278.000000 Penalty: 2633.058594
	Iteration 0F: 2 clusters Score -4859278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -4831631.500000 Penalty: 5266.117188
	Iteration 0F: 3 clusters Score -4831632 nChanged 18555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -4842273.000000 Penalty: 5266.117188
	Iteration 1F: 3 clusters Score -4842273 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4843743.000000 Penalty: 5266.117188
	Iteration 2F: 3 clusters Score -4843743 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4846140.500000 Penalty: 5266.117188
	Iteration 3F: 3 clusters Score -4846140 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4849223.000000 Penalty: 5266.117188
	Iteration 4F: 3 clusters Score -4849223 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4852097.500000 Penalty: 5266.117188
	Iteration 5F: 3 clusters Score -4852098 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4854366.000000 Penalty: 5266.117188
	Iteration 6F: 3 clusters Score -4854366 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4855841.000000 Penalty: 5266.117188
	Iteration 7F: 3 clusters Score -4855841 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4856694.000000 Penalty: 5266.117188
	Iteration 8Q: 3 clusters Score -4856694 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4857183.500000 Penalty: 5266.117188
	Iteration 9Q: 3 clusters Score -4857184 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4857481.000000 Penalty: 5266.117188
	Iteration 10Q: 3 clusters Score -4857481 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4857649.000000 Penalty: 5266.117188
	Iteration 11Q: 3 clusters Score -4857649 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4857784.000000 Penalty: 5266.117188
	Iteration 12Q: 3 clusters Score -4857784 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4857848.500000 Penalty: 5266.117188
	Iteration 13Q: 3 clusters Score -4857848 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4857909.500000 Penalty: 5266.117188
	Iteration 14Q: 3 clusters Score -4857910 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4857964.000000 Penalty: 5266.117188
	Iteration 15Q: 3 clusters Score -4857964 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4858010.500000 Penalty: 5266.117188
	Iteration 16Q: 3 clusters Score -4858010 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -4858027.500000 Penalty: 5266.117188
	Iteration 17Q: 3 clusters Score -4858028 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -4858042.500000 Penalty: 5266.117188
	Iteration 18Q: 3 clusters Score -4858042 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4858048.000000 Penalty: 5266.117188
	Iteration 19Q: 3 clusters Score -4858048 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4858066.500000 Penalty: 5266.117188
	Iteration 20F: 3 clusters Score -4858066 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -4858085.500000 Penalty: 5266.117188
	Iteration 21Q: 3 clusters Score -4858086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4858112.000000 Penalty: 5266.117188
	Iteration 22Q: 3 clusters Score -4858112 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -4858112.000000 Penalty: 5266.117188
	Iteration 23Q: 3 clusters Score -4858112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -4858119.500000 Penalty: 5266.117188
	Iteration 24Q: 3 clusters Score -4858120 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4858126.500000 Penalty: 5266.117188
	Iteration 25Q: 3 clusters Score -4858126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -4858127.000000 Penalty: 5266.117188
	Iteration 26Q: 3 clusters Score -4858127 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4858131.000000 Penalty: 5266.117188
	Iteration 27Q: 3 clusters Score -4858131 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4858129.000000 Penalty: 5266.117188
	Iteration 28Q: 3 clusters Score -4858129 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -4858161.500000 Penalty: 5266.117188
	Iteration 29Q: 3 clusters Score -4858162 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4858166.500000 Penalty: 5266.117188
	Iteration 30Q: 3 clusters Score -4858166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4858164.000000 Penalty: 5266.117188
	Iteration 31Q: 3 clusters Score -4858164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -4858172.000000 Penalty: 5266.117188
	Iteration 32Q: 3 clusters Score -4858172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4858172.500000 Penalty: 5266.117188
	Iteration 33Q: 3 clusters Score -4858172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -4858174.000000 Penalty: 5266.117188
	Iteration 34Q: 3 clusters Score -4858174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4858182.500000 Penalty: 5266.117188
	Iteration 35Q: 3 clusters Score -4858182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4858186.500000 Penalty: 5266.117188
	Iteration 36Q: 3 clusters Score -4858186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4858194.500000 Penalty: 5266.117188
	Iteration 37Q: 3 clusters Score -4858194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -4858185.500000 Penalty: 5266.117188
	Iteration 38Q: 3 clusters Score -4858186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -4858204.500000 Penalty: 5266.117188
	Iteration 39Q: 3 clusters Score -4858204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4858195.500000 Penalty: 5266.117188
	Iteration 40F: 3 clusters Score -4858196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -4858192.000000 Penalty: 5266.117188
	Iteration 41Q: 3 clusters Score -4858192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4858209.500000 Penalty: 5266.117188
	Iteration 42Q: 3 clusters Score -4858210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -4858222.000000 Penalty: 5266.117188
	Iteration 43Q: 3 clusters Score -4858222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -4858220.500000 Penalty: 5266.117188
	Iteration 44Q: 3 clusters Score -4858220 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4858218.500000 Penalty: 5266.117188
	Iteration 45Q: 3 clusters Score -4858218 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4858227.000000 Penalty: 5266.117188
	Iteration 46Q: 3 clusters Score -4858227 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4858229.500000 Penalty: 5266.117188
	Iteration 47Q: 3 clusters Score -4858230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4858243.000000 Penalty: 5266.117188
	Iteration 48Q: 3 clusters Score -4858243 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4858244.500000 Penalty: 5266.117188
	Iteration 49Q: 3 clusters Score -4858244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4858245.500000 Penalty: 5266.117188
	Iteration 50Q: 3 clusters Score -4858246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4858252.500000 Penalty: 5266.117188
	Iteration 51Q: 3 clusters Score -4858252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -4858241.500000 Penalty: 5266.117188
	Iteration 52Q: 3 clusters Score -4858242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -4858250.000000 Penalty: 5266.117188
	Iteration 53Q: 3 clusters Score -4858250 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4858261.500000 Penalty: 5266.117188
	Iteration 54Q: 3 clusters Score -4858262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4858290.500000 Penalty: 5266.117188
	Iteration 55Q: 3 clusters Score -4858290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -4858288.000000 Penalty: 5266.117188
	Iteration 56Q: 3 clusters Score -4858288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4858285.000000 Penalty: 5266.117188
	Iteration 57Q: 3 clusters Score -4858285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -4858279.500000 Penalty: 5266.117188
	Iteration 58Q: 3 clusters Score -4858280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4858282.500000 Penalty: 5266.117188
	Iteration 59Q: 3 clusters Score -4858282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -4858285.000000 Penalty: 5266.117188
	Iteration 60F: 3 clusters Score -4858285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4858289.500000 Penalty: 5266.117188
	Iteration 61Q: 3 clusters Score -4858290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -4858285.000000 Penalty: 5266.117188
	Iteration 62Q: 3 clusters Score -4858285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -4858290.500000 Penalty: 5266.117188
	Iteration 63Q: 3 clusters Score -4858290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4858291.500000 Penalty: 5266.117188
	Iteration 64Q: 3 clusters Score -4858292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -4858305.500000 Penalty: 5266.117188
	Iteration 65Q: 3 clusters Score -4858306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -4858313.000000 Penalty: 5266.117188
	Iteration 66Q: 3 clusters Score -4858313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4858311.500000 Penalty: 5266.117188
	Iteration 67Q: 3 clusters Score -4858312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4858304.000000 Penalty: 5266.117188
	Iteration 68Q: 3 clusters Score -4858304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4858313.000000 Penalty: 5266.117188
	Iteration 69Q: 3 clusters Score -4858313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -4858309.000000 Penalty: 5266.117188
	Iteration 70Q: 3 clusters Score -4858309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4858321.500000 Penalty: 5266.117188
	Iteration 71Q: 3 clusters Score -4858322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -4858317.000000 Penalty: 5266.117188
	Iteration 72Q: 3 clusters Score -4858317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -4858323.500000 Penalty: 5266.117188
	Iteration 73Q: 3 clusters Score -4858324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -4858322.000000 Penalty: 5266.117188
	Iteration 74Q: 3 clusters Score -4858322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -4858327.000000 Penalty: 5266.117188
	Iteration 75Q: 3 clusters Score -4858327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4858319.500000 Penalty: 5266.117188
	Iteration 76Q: 3 clusters Score -4858320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4858325.000000 Penalty: 5266.117188
	Iteration 77Q: 3 clusters Score -4858325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -4858321.500000 Penalty: 5266.117188
	Iteration 78Q: 3 clusters Score -4858322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -4858327.500000 Penalty: 5266.117188
	Iteration 79Q: 3 clusters Score -4858328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -4858342.000000 Penalty: 5266.117188
	Iteration 80F: 3 clusters Score -4858342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4858337.500000 Penalty: 5266.117188
	Iteration 81Q: 3 clusters Score -4858338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -4858341.000000 Penalty: 5266.117188
	Iteration 82Q: 3 clusters Score -4858341 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4858331.500000 Penalty: 5266.117188
	Iteration 83Q: 3 clusters Score -4858332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -4858343.500000 Penalty: 5266.117188
	Iteration 84Q: 3 clusters Score -4858344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4858343.500000 Penalty: 5266.117188
	Iteration 85Q: 3 clusters Score -4858344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4858351.000000 Penalty: 5266.117188
	Iteration 86Q: 3 clusters Score -4858351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -4858344.000000 Penalty: 5266.117188
	Iteration 87Q: 3 clusters Score -4858344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4858353.000000 Penalty: 5266.117188
	Iteration 88Q: 3 clusters Score -4858353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4858362.000000 Penalty: 5266.117188
	Iteration 89Q: 3 clusters Score -4858362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -4858365.000000 Penalty: 5266.117188
	Iteration 90Q: 3 clusters Score -4858365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4858358.500000 Penalty: 5266.117188
	Iteration 91Q: 3 clusters Score -4858358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4858369.000000 Penalty: 5266.117188
	Iteration 92Q: 3 clusters Score -4858369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4858379.000000 Penalty: 5266.117188
	Iteration 93Q: 3 clusters Score -4858379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -4858376.000000 Penalty: 5266.117188
	Iteration 94Q: 3 clusters Score -4858376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -4858374.000000 Penalty: 5266.117188
	Iteration 95Q: 3 clusters Score -4858374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4858377.000000 Penalty: 5266.117188
	Iteration 96Q: 3 clusters Score -4858377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4858375.000000 Penalty: 5266.117188
	Iteration 97Q: 3 clusters Score -4858375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -4858377.000000 Penalty: 5266.117188
	Iteration 98Q: 3 clusters Score -4858377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -4858378.500000 Penalty: 5266.117188
	Iteration 99Q: 3 clusters Score -4858378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -4858381.000000 Penalty: 5266.117188
	Iteration 100F: 3 clusters Score -4858381 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -4858396.000000 Penalty: 5266.117188
	Iteration 101Q: 3 clusters Score -4858396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4858399.000000 Penalty: 5266.117188
	Iteration 102Q: 3 clusters Score -4858399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -4858397.000000 Penalty: 5266.117188
	Iteration 103Q: 3 clusters Score -4858397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4858402.500000 Penalty: 5266.117188
	Iteration 104Q: 3 clusters Score -4858402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -4858400.000000 Penalty: 5266.117188
	Iteration 105Q: 3 clusters Score -4858400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -4858387.500000 Penalty: 5266.117188
	Iteration 106Q: 3 clusters Score -4858388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -4858398.000000 Penalty: 5266.117188
	Iteration 107Q: 3 clusters Score -4858398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4858396.000000 Penalty: 5266.117188
	Iteration 108Q: 3 clusters Score -4858396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4858398.500000 Penalty: 5266.117188
	Iteration 109Q: 3 clusters Score -4858398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4858403.500000 Penalty: 5266.117188
	Iteration 110Q: 3 clusters Score -4858404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4858406.000000 Penalty: 5266.117188
	Iteration 111Q: 3 clusters Score -4858406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -4858396.000000 Penalty: 5266.117188
	Iteration 112Q: 3 clusters Score -4858396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -4858395.000000 Penalty: 5266.117188
	Iteration 113Q: 3 clusters Score -4858395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -4858391.500000 Penalty: 5266.117188
	Iteration 114Q: 3 clusters Score -4858392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4858396.500000 Penalty: 5266.117188
	Iteration 115Q: 3 clusters Score -4858396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4858400.000000 Penalty: 5266.117188
	Iteration 116Q: 3 clusters Score -4858400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4858406.500000 Penalty: 5266.117188
	Iteration 117Q: 3 clusters Score -4858406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -4858408.000000 Penalty: 5266.117188
	Iteration 118Q: 3 clusters Score -4858408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -4858417.500000 Penalty: 5266.117188
	Iteration 119Q: 3 clusters Score -4858418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4858421.500000 Penalty: 5266.117188
	Iteration 120F: 3 clusters Score -4858422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -4858420.000000 Penalty: 5266.117188
	Iteration 121Q: 3 clusters Score -4858420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -4858424.000000 Penalty: 5266.117188
	Iteration 122Q: 3 clusters Score -4858424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4858428.500000 Penalty: 5266.117188
	Iteration 123Q: 3 clusters Score -4858428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -4858425.500000 Penalty: 5266.117188
	Iteration 124Q: 3 clusters Score -4858426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -4858436.500000 Penalty: 5266.117188
	Iteration 125Q: 3 clusters Score -4858436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4858433.500000 Penalty: 5266.117188
	Iteration 126Q: 3 clusters Score -4858434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4858428.500000 Penalty: 5266.117188
	Iteration 127Q: 3 clusters Score -4858428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -4858428.500000 Penalty: 5266.117188
	Iteration 128Q: 3 clusters Score -4858428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4858425.500000 Penalty: 5266.117188
	Iteration 129Q: 3 clusters Score -4858426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4858421.000000 Penalty: 5266.117188
	Iteration 130Q: 3 clusters Score -4858421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4858425.500000 Penalty: 5266.117188
	Iteration 131Q: 3 clusters Score -4858426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4858419.000000 Penalty: 5266.117188
	Iteration 132Q: 3 clusters Score -4858419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -4858429.000000 Penalty: 5266.117188
	Iteration 133Q: 3 clusters Score -4858429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4858436.500000 Penalty: 5266.117188
	Iteration 134Q: 3 clusters Score -4858436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -4858434.000000 Penalty: 5266.117188
	Iteration 135Q: 3 clusters Score -4858434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -4858441.000000 Penalty: 5266.117188
	Iteration 136Q: 3 clusters Score -4858441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -4858443.500000 Penalty: 5266.117188
	Iteration 137Q: 3 clusters Score -4858444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4858453.500000 Penalty: 5266.117188
	Iteration 138Q: 3 clusters Score -4858454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -4858438.500000 Penalty: 5266.117188
	Iteration 139Q: 3 clusters Score -4858438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4858437.500000 Penalty: 5266.117188
	Iteration 140F: 3 clusters Score -4858438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -4858433.500000 Penalty: 5266.117188
	Iteration 141Q: 3 clusters Score -4858434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -4858427.000000 Penalty: 5266.117188
	Iteration 142Q: 3 clusters Score -4858427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -4858433.000000 Penalty: 5266.117188
	Iteration 143Q: 3 clusters Score -4858433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4858436.500000 Penalty: 5266.117188
	Iteration 144Q: 3 clusters Score -4858436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4858439.000000 Penalty: 5266.117188
	Iteration 145Q: 3 clusters Score -4858439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4858440.500000 Penalty: 5266.117188
	Iteration 146Q: 3 clusters Score -4858440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -4858457.500000 Penalty: 5266.117188
	Iteration 147Q: 3 clusters Score -4858458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -4858458.000000 Penalty: 5266.117188
	Iteration 148Q: 3 clusters Score -4858458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -4858459.500000 Penalty: 5266.117188
	Iteration 149Q: 3 clusters Score -4858460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -4858463.500000 Penalty: 5266.117188
	Iteration 150Q: 3 clusters Score -4858464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -4858451.000000 Penalty: 5266.117188
	Iteration 151Q: 3 clusters Score -4858451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -4858447.000000 Penalty: 5266.117188
	Iteration 152Q: 3 clusters Score -4858447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -4858450.500000 Penalty: 5266.117188
	Iteration 153Q: 3 clusters Score -4858450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -4858448.000000 Penalty: 5266.117188
	Iteration 154Q: 3 clusters Score -4858448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -4858459.000000 Penalty: 5266.117188
	Iteration 155Q: 3 clusters Score -4858459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -4858462.000000 Penalty: 5266.117188
	Iteration 156Q: 3 clusters Score -4858462 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -4858473.000000 Penalty: 5266.117188
	Iteration 157Q: 3 clusters Score -4858473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -4858471.000000 Penalty: 5266.117188
	Iteration 158Q: 3 clusters Score -4858471 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -4858472.000000 Penalty: 5266.117188
	Iteration 159Q: 3 clusters Score -4858472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4858486.000000 Penalty: 5266.117188
	Iteration 160F: 3 clusters Score -4858486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4858486.500000 Penalty: 5266.117188
	Iteration 161Q: 3 clusters Score -4858486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -4858489.000000 Penalty: 5266.117188
	Iteration 162Q: 3 clusters Score -4858489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -4858493.500000 Penalty: 5266.117188
	Iteration 163Q: 3 clusters Score -4858494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -4858490.000000 Penalty: 5266.117188
	Iteration 164Q: 3 clusters Score -4858490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4858503.000000 Penalty: 5266.117188
	Iteration 165Q: 3 clusters Score -4858503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -4858500.000000 Penalty: 5266.117188
	Iteration 166Q: 3 clusters Score -4858500 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4858497.500000 Penalty: 5266.117188
	Iteration 167Q: 3 clusters Score -4858498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -4858509.500000 Penalty: 5266.117188
	Iteration 168Q: 3 clusters Score -4858510 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4858511.000000 Penalty: 5266.117188
	Iteration 169Q: 3 clusters Score -4858511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -4858521.000000 Penalty: 5266.117188
	Iteration 170Q: 3 clusters Score -4858521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4858511.500000 Penalty: 5266.117188
	Iteration 171Q: 3 clusters Score -4858512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -4858524.500000 Penalty: 5266.117188
	Iteration 172Q: 3 clusters Score -4858524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4858529.000000 Penalty: 5266.117188
	Iteration 173Q: 3 clusters Score -4858529 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -4858534.000000 Penalty: 5266.117188
	Iteration 174Q: 3 clusters Score -4858534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4858576.000000 Penalty: 5266.117188
	Iteration 175Q: 3 clusters Score -4858576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -4858573.000000 Penalty: 5266.117188
	Iteration 176Q: 3 clusters Score -4858573 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4858583.500000 Penalty: 5266.117188
	Iteration 177Q: 3 clusters Score -4858584 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -4858600.000000 Penalty: 5266.117188
	Iteration 178Q: 3 clusters Score -4858600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -4858600.000000 Penalty: 5266.117188
	Iteration 179Q: 3 clusters Score -4858600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4858625.500000 Penalty: 5266.117188
	Iteration 180F: 3 clusters Score -4858626 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -4858637.000000 Penalty: 5266.117188
	Iteration 181Q: 3 clusters Score -4858637 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4858651.000000 Penalty: 5266.117188
	Iteration 182Q: 3 clusters Score -4858651 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -4858658.500000 Penalty: 5266.117188
	Iteration 183Q: 3 clusters Score -4858658 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4858675.500000 Penalty: 5266.117188
	Iteration 184Q: 3 clusters Score -4858676 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4858686.000000 Penalty: 5266.117188
	Iteration 185Q: 3 clusters Score -4858686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -4858709.000000 Penalty: 5266.117188
	Iteration 186Q: 3 clusters Score -4858709 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4858742.000000 Penalty: 5266.117188
	Iteration 187Q: 3 clusters Score -4858742 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -4858773.000000 Penalty: 5266.117188
	Iteration 188Q: 3 clusters Score -4858773 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -4858806.500000 Penalty: 5266.117188
	Iteration 189Q: 3 clusters Score -4858806 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4858815.500000 Penalty: 5266.117188
	Iteration 190Q: 3 clusters Score -4858816 nChanged 164
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Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4858856 nChanged 149
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Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 29985 members 
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	Iteration 193Q: 3 clusters Score -4858880 nChanged 164
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	Iteration 194Q: 3 clusters Score -4858904 nChanged 158
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Mstep: Class 1 contains 10527 members 
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	Iteration 195Q: 3 clusters Score -4858931 nChanged 192
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Mstep: Class 2 contains 30491 members 
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Mstep: Class 1 contains 10125 members 
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Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4859383 nChanged 393
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Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 31815 members 
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Mstep: Class 2 contains 32151 members 
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Mstep: Class 2 contains 32431 members 
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Mstep: Class 2 contains 32663 members 
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Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 32845 members 
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	Iteration 205Q: 3 clusters Score -4860071 nChanged 178
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Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 33009 members 
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	Iteration 206Q: 3 clusters Score -4860118 nChanged 134
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Mstep: Class 2 contains 33121 members 
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	Iteration 207Q: 3 clusters Score -4860128 nChanged 117
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Mstep: Class 2 contains 33228 members 
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Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 33324 members 
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	Iteration 209Q: 3 clusters Score -4860170 nChanged 92
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	Iteration 210Q: 3 clusters Score -4860175 nChanged 77
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Mstep: Class 1 contains 7347 members 
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	Iteration 211Q: 3 clusters Score -4860182 nChanged 72
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	Iteration 212Q: 3 clusters Score -4860195 nChanged 64
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	Iteration 213Q: 3 clusters Score -4860198 nChanged 76
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	Iteration 214Q: 3 clusters Score -4860206 nChanged 81
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Mstep: Class 1 contains 7066 members 
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	Iteration 215Q: 3 clusters Score -4860222 nChanged 84
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	Iteration 216Q: 3 clusters Score -4860220 nChanged 81
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	Iteration 217Q: 3 clusters Score -4860248 nChanged 77
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Mstep: Class 1 contains 6830 members 
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	Iteration 218Q: 3 clusters Score -4860263 nChanged 69
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Mstep: Class 1 contains 6763 members 
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	Iteration 219Q: 3 clusters Score -4860280 nChanged 77
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Mstep: Class 1 contains 6692 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4860286 nChanged 102
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Mstep: Class 1 contains 6600 members 
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	Iteration 221Q: 3 clusters Score -4860325 nChanged 95
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Mstep: Class 1 contains 6511 members 
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	Iteration 222Q: 3 clusters Score -4860359 nChanged 89
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Mstep: Class 1 contains 6426 members 
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	Iteration 223Q: 3 clusters Score -4860352 nChanged 77
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Mstep: Class 1 contains 6359 members 
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	Iteration 224Q: 3 clusters Score -4860360 nChanged 77
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Mstep: Class 1 contains 6290 members 
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	Iteration 225Q: 3 clusters Score -4860384 nChanged 91
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	Iteration 226Q: 3 clusters Score -4860382 nChanged 86
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	Iteration 227Q: 3 clusters Score -4860408 nChanged 71
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	Iteration 228Q: 3 clusters Score -4860398 nChanged 83
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Mstep: Class 1 contains 6019 members 
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	Iteration 229Q: 3 clusters Score -4860424 nChanged 74
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	Iteration 230Q: 3 clusters Score -4860430 nChanged 66
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Mstep: Class 1 contains 5895 members 
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	Iteration 231Q: 3 clusters Score -4860440 nChanged 58
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	Iteration 232Q: 3 clusters Score -4860460 nChanged 44
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Mstep: Class 2 contains 35027 members 
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	Iteration 233Q: 3 clusters Score -4860472 nChanged 35
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	Iteration 234Q: 3 clusters Score -4860473 nChanged 34
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	Iteration 235Q: 3 clusters Score -4860483 nChanged 30
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Mstep: Class 1 contains 5714 members 
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	Iteration 236Q: 3 clusters Score -4860481 nChanged 26
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Mstep: Class 1 contains 5694 members 
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	Iteration 237Q: 3 clusters Score -4860482 nChanged 25
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Mstep: Class 1 contains 5673 members 
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Mstep: Class 1 contains 5654 members 
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	Iteration 239Q: 3 clusters Score -4860484 nChanged 23
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Mstep: Class 1 contains 5639 members 
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	Iteration 240F: 3 clusters Score -4860502 nChanged 16
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	Iteration 241Q: 3 clusters Score -4860501 nChanged 18
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Mstep: Class 1 contains 5607 members 
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	Iteration 242Q: 3 clusters Score -4860498 nChanged 28
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Mstep: Class 1 contains 5585 members 
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	Iteration 243Q: 3 clusters Score -4860502 nChanged 21
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Mstep: Class 1 contains 5566 members 
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	Iteration 244Q: 3 clusters Score -4860504 nChanged 33
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	Iteration 246Q: 3 clusters Score -4860510 nChanged 27
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	Iteration 247Q: 3 clusters Score -4860512 nChanged 27
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	Iteration 249Q: 3 clusters Score -4860508 nChanged 28
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	Iteration 250Q: 3 clusters Score -4860515 nChanged 30
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	Iteration 251Q: 3 clusters Score -4860512 nChanged 34
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	Iteration 252Q: 3 clusters Score -4860520 nChanged 52
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	Iteration 253Q: 3 clusters Score -4860538 nChanged 61
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	Iteration 254Q: 3 clusters Score -4860558 nChanged 72
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	Iteration 255Q: 3 clusters Score -4860574 nChanged 81
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	Iteration 256Q: 3 clusters Score -4860577 nChanged 74
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	Iteration 257Q: 3 clusters Score -4860606 nChanged 99
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	Iteration 258Q: 3 clusters Score -4860640 nChanged 89
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	Iteration 259Q: 3 clusters Score -4860672 nChanged 106
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	Iteration 260F: 3 clusters Score -4860702 nChanged 152
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	Iteration 261Q: 3 clusters Score -4860811 nChanged 176
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	Iteration 262Q: 3 clusters Score -4860910 nChanged 190
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	Iteration 263Q: 3 clusters Score -4861020 nChanged 181
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	Iteration 264Q: 3 clusters Score -4861141 nChanged 170
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	Iteration 265Q: 3 clusters Score -4861213 nChanged 136
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	Iteration 266Q: 3 clusters Score -4861256 nChanged 119
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	Iteration 267Q: 3 clusters Score -4861304 nChanged 70
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	Iteration 268Q: 3 clusters Score -4861321 nChanged 55
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	Iteration 269Q: 3 clusters Score -4861340 nChanged 46
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	Iteration 270Q: 3 clusters Score -4861346 nChanged 41
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	Iteration 271Q: 3 clusters Score -4861359 nChanged 38
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	Iteration 272Q: 3 clusters Score -4861380 nChanged 35
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	Iteration 273Q: 3 clusters Score -4861378 nChanged 28
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	Iteration 274Q: 3 clusters Score -4861384 nChanged 30
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	Iteration 275Q: 3 clusters Score -4861392 nChanged 29
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	Iteration 276Q: 3 clusters Score -4861390 nChanged 24
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	Iteration 277Q: 3 clusters Score -4861398 nChanged 20
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	Iteration 278Q: 3 clusters Score -4861392 nChanged 19
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	Iteration 279Q: 3 clusters Score -4861398 nChanged 12
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	Iteration 280F: 3 clusters Score -4861392 nChanged 5
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	Iteration 281Q: 3 clusters Score -4861397 nChanged 3
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	Iteration 282Q: 3 clusters Score -4861396 nChanged 4
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	Iteration 283Q: 3 clusters Score -4861396 nChanged 5
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	Iteration 284Q: 3 clusters Score -4861396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4861398.500000 Penalty: 5266.117188
	Iteration 285Q: 3 clusters Score -4861398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4861406.000000 Penalty: 5266.117188
	Iteration 286Q: 3 clusters Score -4861406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4861403.500000 Penalty: 5266.117188
	Iteration 287Q: 3 clusters Score -4861404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -4861405.000000 Penalty: 5266.117188
	Iteration 288Q: 3 clusters Score -4861405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -4861409.500000 Penalty: 5266.117188
	Iteration 289Q: 3 clusters Score -4861410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -4861415.000000 Penalty: 5266.117188
	Iteration 290Q: 3 clusters Score -4861415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -4861414.000000 Penalty: 5266.117188
	Iteration 291Q: 3 clusters Score -4861414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4861414.000000 Penalty: 5266.117188
	Iteration 292Q: 3 clusters Score -4861414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -4861418.500000 Penalty: 5266.117188
	Iteration 293Q: 3 clusters Score -4861418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -4861410.000000 Penalty: 5266.117188
	Iteration 294Q: 3 clusters Score -4861410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -4861410.500000 Penalty: 5266.117188
	Iteration 295Q: 3 clusters Score -4861410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -4861413.000000 Penalty: 5266.117188
	Iteration 296Q: 3 clusters Score -4861413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4861414.500000 Penalty: 5266.117188
	Iteration 297Q: 3 clusters Score -4861414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -4861419.000000 Penalty: 5266.117188
	Iteration 298Q: 3 clusters Score -4861419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -4861418.500000 Penalty: 5266.117188
	Iteration 299Q: 3 clusters Score -4861418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -4861417.000000 Penalty: 5266.117188
	Iteration 300F: 3 clusters Score -4861417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4861420.500000 Penalty: 5266.117188
	Iteration 301Q: 3 clusters Score -4861420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4861420.500000 Penalty: 5266.117188
	Iteration 302F: 3 clusters Score -4861420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 27527 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 18387 members 
Mstep: Class 19 contains 10161 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 39155 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 1686 members 
Mstep: Class 29 contains 36393 members 
Entering Unmasked Estep 
Score: -35689528.000000 Penalty: 91193.664062
Splitting cluster 17 changes total score from -35685784.000000 to -35689528.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (18387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Entering Unmasked Estep 
Score: -2200180.000000 Penalty: 2435.210938
	Iteration 0F: 2 clusters Score -2200180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2187163.750000 Penalty: 4870.421875
	Iteration 0F: 3 clusters Score -2187164 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2191442.500000 Penalty: 4870.421875
	Iteration 1F: 3 clusters Score -2191442 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2191889.250000 Penalty: 4870.421875
	Iteration 2F: 3 clusters Score -2191889 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2192469.750000 Penalty: 4870.421875
	Iteration 3F: 3 clusters Score -2192470 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2193325.750000 Penalty: 4870.421875
	Iteration 4F: 3 clusters Score -2193326 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2194500.500000 Penalty: 4870.421875
	Iteration 5F: 3 clusters Score -2194500 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2195852.750000 Penalty: 4870.421875
	Iteration 6F: 3 clusters Score -2195853 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2197025.250000 Penalty: 4870.421875
	Iteration 7F: 3 clusters Score -2197025 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2197965.000000 Penalty: 4870.421875
	Iteration 8F: 3 clusters Score -2197965 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2198707.000000 Penalty: 4870.421875
	Iteration 9F: 3 clusters Score -2198707 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2199223.500000 Penalty: 4870.421875
	Iteration 10Q: 3 clusters Score -2199224 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2199609.750000 Penalty: 4870.421875
	Iteration 11Q: 3 clusters Score -2199610 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2199850.750000 Penalty: 4870.421875
	Iteration 12Q: 3 clusters Score -2199851 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2200003.250000 Penalty: 4870.421875
	Iteration 13Q: 3 clusters Score -2200003 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2200094.250000 Penalty: 4870.421875
	Iteration 14Q: 3 clusters Score -2200094 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2200147.750000 Penalty: 4870.421875
	Iteration 15Q: 3 clusters Score -2200148 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2200185.250000 Penalty: 4870.421875
	Iteration 16Q: 3 clusters Score -2200185 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2200196.000000 Penalty: 4870.421875
	Iteration 17Q: 3 clusters Score -2200196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2200214.250000 Penalty: 4870.421875
	Iteration 18Q: 3 clusters Score -2200214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2200222.500000 Penalty: 4870.421875
	Iteration 19Q: 3 clusters Score -2200222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2200235.500000 Penalty: 4870.421875
	Iteration 20F: 3 clusters Score -2200236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2200243.750000 Penalty: 4870.421875
	Iteration 21Q: 3 clusters Score -2200244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2200239.500000 Penalty: 4870.421875
	Iteration 22Q: 3 clusters Score -2200240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2200242.750000 Penalty: 4870.421875
	Iteration 23Q: 3 clusters Score -2200243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2200247.000000 Penalty: 4870.421875
	Iteration 24Q: 3 clusters Score -2200247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2200251.250000 Penalty: 4870.421875
	Iteration 25Q: 3 clusters Score -2200251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2200257.750000 Penalty: 4870.421875
	Iteration 26Q: 3 clusters Score -2200258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2200259.750000 Penalty: 4870.421875
	Iteration 27Q: 3 clusters Score -2200260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2200265.000000 Penalty: 4870.421875
	Iteration 28Q: 3 clusters Score -2200265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2200270.500000 Penalty: 4870.421875
	Iteration 29Q: 3 clusters Score -2200270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2200274.000000 Penalty: 4870.421875
	Iteration 30Q: 3 clusters Score -2200274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2200274.000000 Penalty: 4870.421875
	Iteration 31Q: 3 clusters Score -2200274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2200276.000000 Penalty: 4870.421875
	Iteration 32Q: 3 clusters Score -2200276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2200275.000000 Penalty: 4870.421875
	Iteration 33Q: 3 clusters Score -2200275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2200282.500000 Penalty: 4870.421875
	Iteration 34Q: 3 clusters Score -2200282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2200281.750000 Penalty: 4870.421875
	Iteration 35Q: 3 clusters Score -2200282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2200287.250000 Penalty: 4870.421875
	Iteration 36Q: 3 clusters Score -2200287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2200287.000000 Penalty: 4870.421875
	Iteration 37Q: 3 clusters Score -2200287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2200289.750000 Penalty: 4870.421875
	Iteration 38Q: 3 clusters Score -2200290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2200291.250000 Penalty: 4870.421875
	Iteration 39Q: 3 clusters Score -2200291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2200292.500000 Penalty: 4870.421875
	Iteration 40F: 3 clusters Score -2200292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2200290.750000 Penalty: 4870.421875
	Iteration 41Q: 3 clusters Score -2200291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2200293.250000 Penalty: 4870.421875
	Iteration 42Q: 3 clusters Score -2200293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2200296.250000 Penalty: 4870.421875
	Iteration 43Q: 3 clusters Score -2200296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2200296.250000 Penalty: 4870.421875
	Iteration 44Q: 3 clusters Score -2200296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2200297.750000 Penalty: 4870.421875
	Iteration 45Q: 3 clusters Score -2200298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2200297.750000 Penalty: 4870.421875
	Iteration 46Q: 3 clusters Score -2200298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2200298.500000 Penalty: 4870.421875
	Iteration 47Q: 3 clusters Score -2200298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2200298.500000 Penalty: 4870.421875
	Iteration 48F: 3 clusters Score -2200298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 27527 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 8577 members 
Mstep: Class 19 contains 10161 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 39155 members 
Mstep: Class 25 contains 6675 members 
Mstep: Class 26 contains 1431 members 
Mstep: Class 27 contains 1577 members 
Mstep: Class 28 contains 1686 members 
Mstep: Class 29 contains 36393 members 
Mstep: Class 30 contains 9810 members 
Entering Unmasked Estep 
Score: -35688928.000000 Penalty: 94338.273438
Splitting cluster 18 changes total score from -35685784.000000 to -35688928.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (10161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Entering Unmasked Estep 
Score: -972785.937500 Penalty: 2288.125244
	Iteration 0F: 2 clusters Score -972785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -965111.062500 Penalty: 4576.250488
	Iteration 0F: 3 clusters Score -965111.1 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -967489.250000 Penalty: 4576.250488
	Iteration 1F: 3 clusters Score -967489.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -967986.125000 Penalty: 4576.250488
	Iteration 2F: 3 clusters Score -967986.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -968423.812500 Penalty: 4576.250488
	Iteration 3F: 3 clusters Score -968423.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -968801.375000 Penalty: 4576.250488
	Iteration 4F: 3 clusters Score -968801.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -969131.625000 Penalty: 4576.250488
	Iteration 5F: 3 clusters Score -969131.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -969431.125000 Penalty: 4576.250488
	Iteration 6Q: 3 clusters Score -969431.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -969691.812500 Penalty: 4576.250488
	Iteration 7Q: 3 clusters Score -969691.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -969887.687500 Penalty: 4576.250488
	Iteration 8Q: 3 clusters Score -969887.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -970015.125000 Penalty: 4576.250488
	Iteration 9Q: 3 clusters Score -970015.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -970106.625000 Penalty: 4576.250488
	Iteration 10Q: 3 clusters Score -970106.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -970192.125000 Penalty: 4576.250488
	Iteration 11Q: 3 clusters Score -970192.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -970263.500000 Penalty: 4576.250488
	Iteration 12Q: 3 clusters Score -970263.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -970324.000000 Penalty: 4576.250488
	Iteration 13Q: 3 clusters Score -970324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -970362.250000 Penalty: 4576.250488
	Iteration 14Q: 3 clusters Score -970362.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -970397.312500 Penalty: 4576.250488
	Iteration 15Q: 3 clusters Score -970397.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -970429.437500 Penalty: 4576.250488
	Iteration 16Q: 3 clusters Score -970429.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -970452.562500 Penalty: 4576.250488
	Iteration 17Q: 3 clusters Score -970452.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -970470.750000 Penalty: 4576.250488
	Iteration 18Q: 3 clusters Score -970470.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -970483.562500 Penalty: 4576.250488
	Iteration 19Q: 3 clusters Score -970483.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -970500.812500 Penalty: 4576.250488
	Iteration 20F: 3 clusters Score -970500.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -970514.500000 Penalty: 4576.250488
	Iteration 21Q: 3 clusters Score -970514.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -970523.750000 Penalty: 4576.250488
	Iteration 22Q: 3 clusters Score -970523.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -970533.187500 Penalty: 4576.250488
	Iteration 23Q: 3 clusters Score -970533.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -970547.125000 Penalty: 4576.250488
	Iteration 24Q: 3 clusters Score -970547.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -970559.750000 Penalty: 4576.250488
	Iteration 25Q: 3 clusters Score -970559.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -970566.437500 Penalty: 4576.250488
	Iteration 26Q: 3 clusters Score -970566.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -970573.250000 Penalty: 4576.250488
	Iteration 27Q: 3 clusters Score -970573.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -970580.125000 Penalty: 4576.250488
	Iteration 28Q: 3 clusters Score -970580.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -970584.187500 Penalty: 4576.250488
	Iteration 29Q: 3 clusters Score -970584.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -970589.062500 Penalty: 4576.250488
	Iteration 30Q: 3 clusters Score -970589.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -970593.312500 Penalty: 4576.250488
	Iteration 31Q: 3 clusters Score -970593.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -970603.125000 Penalty: 4576.250488
	Iteration 32Q: 3 clusters Score -970603.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -970614.500000 Penalty: 4576.250488
	Iteration 33Q: 3 clusters Score -970614.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -970623.375000 Penalty: 4576.250488
	Iteration 34Q: 3 clusters Score -970623.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -970633.187500 Penalty: 4576.250488
	Iteration 35Q: 3 clusters Score -970633.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -970645.562500 Penalty: 4576.250488
	Iteration 36Q: 3 clusters Score -970645.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -970653.625000 Penalty: 4576.250488
	Iteration 37Q: 3 clusters Score -970653.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -970664.375000 Penalty: 4576.250488
	Iteration 38Q: 3 clusters Score -970664.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -970673.000000 Penalty: 4576.250488
	Iteration 39Q: 3 clusters Score -970673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -970686.437500 Penalty: 4576.250488
	Iteration 40F: 3 clusters Score -970686.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -970693.687500 Penalty: 4576.250488
	Iteration 41Q: 3 clusters Score -970693.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -970699.750000 Penalty: 4576.250488
	Iteration 42Q: 3 clusters Score -970699.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -970706.625000 Penalty: 4576.250488
	Iteration 43Q: 3 clusters Score -970706.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -970712.375000 Penalty: 4576.250488
	Iteration 44Q: 3 clusters Score -970712.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -970718.625000 Penalty: 4576.250488
	Iteration 45Q: 3 clusters Score -970718.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -970727.500000 Penalty: 4576.250488
	Iteration 46Q: 3 clusters Score -970727.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -970733.750000 Penalty: 4576.250488
	Iteration 47Q: 3 clusters Score -970733.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -970738.062500 Penalty: 4576.250488
	Iteration 48Q: 3 clusters Score -970738.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -970749.562500 Penalty: 4576.250488
	Iteration 49Q: 3 clusters Score -970749.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -970755.062500 Penalty: 4576.250488
	Iteration 50Q: 3 clusters Score -970755.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -970762.437500 Penalty: 4576.250488
	Iteration 51Q: 3 clusters Score -970762.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -970769.250000 Penalty: 4576.250488
	Iteration 52Q: 3 clusters Score -970769.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -970774.750000 Penalty: 4576.250488
	Iteration 53Q: 3 clusters Score -970774.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -970781.125000 Penalty: 4576.250488
	Iteration 54Q: 3 clusters Score -970781.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -970786.062500 Penalty: 4576.250488
	Iteration 55Q: 3 clusters Score -970786.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -970793.625000 Penalty: 4576.250488
	Iteration 56Q: 3 clusters Score -970793.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -970798.187500 Penalty: 4576.250488
	Iteration 57Q: 3 clusters Score -970798.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -970808.750000 Penalty: 4576.250488
	Iteration 58Q: 3 clusters Score -970808.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -970814.937500 Penalty: 4576.250488
	Iteration 59Q: 3 clusters Score -970814.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -970822.062500 Penalty: 4576.250488
	Iteration 60F: 3 clusters Score -970822.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -970825.375000 Penalty: 4576.250488
	Iteration 61Q: 3 clusters Score -970825.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -970830.562500 Penalty: 4576.250488
	Iteration 62Q: 3 clusters Score -970830.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -970835.437500 Penalty: 4576.250488
	Iteration 63Q: 3 clusters Score -970835.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -970840.312500 Penalty: 4576.250488
	Iteration 64Q: 3 clusters Score -970840.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -970847.750000 Penalty: 4576.250488
	Iteration 65Q: 3 clusters Score -970847.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -970855.062500 Penalty: 4576.250488
	Iteration 66Q: 3 clusters Score -970855.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -970859.562500 Penalty: 4576.250488
	Iteration 67Q: 3 clusters Score -970859.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -970866.062500 Penalty: 4576.250488
	Iteration 68Q: 3 clusters Score -970866.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -970871.625000 Penalty: 4576.250488
	Iteration 69Q: 3 clusters Score -970871.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -970879.687500 Penalty: 4576.250488
	Iteration 70Q: 3 clusters Score -970879.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -970886.562500 Penalty: 4576.250488
	Iteration 71Q: 3 clusters Score -970886.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -970891.625000 Penalty: 4576.250488
	Iteration 72Q: 3 clusters Score -970891.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -970900.000000 Penalty: 4576.250488
	Iteration 73Q: 3 clusters Score -970900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -970909.562500 Penalty: 4576.250488
	Iteration 74Q: 3 clusters Score -970909.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -970919.312500 Penalty: 4576.250488
	Iteration 75Q: 3 clusters Score -970919.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -970925.750000 Penalty: 4576.250488
	Iteration 76Q: 3 clusters Score -970925.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -970935.187500 Penalty: 4576.250488
	Iteration 77Q: 3 clusters Score -970935.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -970938.562500 Penalty: 4576.250488
	Iteration 78Q: 3 clusters Score -970938.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -970941.187500 Penalty: 4576.250488
	Iteration 79Q: 3 clusters Score -970941.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -970948.625000 Penalty: 4576.250488
	Iteration 80F: 3 clusters Score -970948.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -970956.312500 Penalty: 4576.250488
	Iteration 81Q: 3 clusters Score -970956.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -970968.375000 Penalty: 4576.250488
	Iteration 82Q: 3 clusters Score -970968.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -970975.500000 Penalty: 4576.250488
	Iteration 83Q: 3 clusters Score -970975.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -970978.062500 Penalty: 4576.250488
	Iteration 84Q: 3 clusters Score -970978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -970983.312500 Penalty: 4576.250488
	Iteration 85Q: 3 clusters Score -970983.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -970986.687500 Penalty: 4576.250488
	Iteration 86Q: 3 clusters Score -970986.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -970991.812500 Penalty: 4576.250488
	Iteration 87Q: 3 clusters Score -970991.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -971001.875000 Penalty: 4576.250488
	Iteration 88Q: 3 clusters Score -971001.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -971013.875000 Penalty: 4576.250488
	Iteration 89Q: 3 clusters Score -971013.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -971027.125000 Penalty: 4576.250488
	Iteration 90Q: 3 clusters Score -971027.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -971041.187500 Penalty: 4576.250488
	Iteration 91Q: 3 clusters Score -971041.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -971057.437500 Penalty: 4576.250488
	Iteration 92Q: 3 clusters Score -971057.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -971079.750000 Penalty: 4576.250488
	Iteration 93Q: 3 clusters Score -971079.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -971090.812500 Penalty: 4576.250488
	Iteration 94Q: 3 clusters Score -971090.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -971100.875000 Penalty: 4576.250488
	Iteration 95Q: 3 clusters Score -971100.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -971111.750000 Penalty: 4576.250488
	Iteration 96Q: 3 clusters Score -971111.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -971121.562500 Penalty: 4576.250488
	Iteration 97Q: 3 clusters Score -971121.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -971127.625000 Penalty: 4576.250488
	Iteration 98Q: 3 clusters Score -971127.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -971133.562500 Penalty: 4576.250488
	Iteration 99Q: 3 clusters Score -971133.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -971139.437500 Penalty: 4576.250488
	Iteration 100F: 3 clusters Score -971139.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -971145.687500 Penalty: 4576.250488
	Iteration 101Q: 3 clusters Score -971145.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -971154.312500 Penalty: 4576.250488
	Iteration 102Q: 3 clusters Score -971154.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -971162.062500 Penalty: 4576.250488
	Iteration 103Q: 3 clusters Score -971162.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -971171.437500 Penalty: 4576.250488
	Iteration 104Q: 3 clusters Score -971171.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -971178.250000 Penalty: 4576.250488
	Iteration 105Q: 3 clusters Score -971178.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -971187.125000 Penalty: 4576.250488
	Iteration 106Q: 3 clusters Score -971187.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -971196.312500 Penalty: 4576.250488
	Iteration 107Q: 3 clusters Score -971196.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -971204.187500 Penalty: 4576.250488
	Iteration 108Q: 3 clusters Score -971204.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -971209.187500 Penalty: 4576.250488
	Iteration 109Q: 3 clusters Score -971209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -971213.562500 Penalty: 4576.250488
	Iteration 110Q: 3 clusters Score -971213.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -971219.812500 Penalty: 4576.250488
	Iteration 111Q: 3 clusters Score -971219.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -971226.187500 Penalty: 4576.250488
	Iteration 112Q: 3 clusters Score -971226.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -971230.875000 Penalty: 4576.250488
	Iteration 113Q: 3 clusters Score -971230.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -971237.625000 Penalty: 4576.250488
	Iteration 114Q: 3 clusters Score -971237.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -971242.437500 Penalty: 4576.250488
	Iteration 115Q: 3 clusters Score -971242.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -971247.937500 Penalty: 4576.250488
	Iteration 116Q: 3 clusters Score -971247.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -971256.062500 Penalty: 4576.250488
	Iteration 117Q: 3 clusters Score -971256.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -971269.625000 Penalty: 4576.250488
	Iteration 118Q: 3 clusters Score -971269.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -971283.312500 Penalty: 4576.250488
	Iteration 119Q: 3 clusters Score -971283.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -971292.312500 Penalty: 4576.250488
	Iteration 120F: 3 clusters Score -971292.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -971305.437500 Penalty: 4576.250488
	Iteration 121Q: 3 clusters Score -971305.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -971316.000000 Penalty: 4576.250488
	Iteration 122Q: 3 clusters Score -971316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -971330.312500 Penalty: 4576.250488
	Iteration 123Q: 3 clusters Score -971330.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -971341.562500 Penalty: 4576.250488
	Iteration 124Q: 3 clusters Score -971341.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -971350.937500 Penalty: 4576.250488
	Iteration 125Q: 3 clusters Score -971350.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -971362.500000 Penalty: 4576.250488
	Iteration 126Q: 3 clusters Score -971362.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -971368.812500 Penalty: 4576.250488
	Iteration 127Q: 3 clusters Score -971368.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -971379.875000 Penalty: 4576.250488
	Iteration 128Q: 3 clusters Score -971379.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -971391.687500 Penalty: 4576.250488
	Iteration 129Q: 3 clusters Score -971391.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -971402.437500 Penalty: 4576.250488
	Iteration 130Q: 3 clusters Score -971402.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -971412.687500 Penalty: 4576.250488
	Iteration 131Q: 3 clusters Score -971412.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -971421.562500 Penalty: 4576.250488
	Iteration 132Q: 3 clusters Score -971421.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -971426.687500 Penalty: 4576.250488
	Iteration 133Q: 3 clusters Score -971426.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -971433.187500 Penalty: 4576.250488
	Iteration 134Q: 3 clusters Score -971433.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -971436.750000 Penalty: 4576.250488
	Iteration 135Q: 3 clusters Score -971436.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -971443.562500 Penalty: 4576.250488
	Iteration 136Q: 3 clusters Score -971443.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -971447.687500 Penalty: 4576.250488
	Iteration 137Q: 3 clusters Score -971447.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -971453.687500 Penalty: 4576.250488
	Iteration 138Q: 3 clusters Score -971453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -971455.875000 Penalty: 4576.250488
	Iteration 139Q: 3 clusters Score -971455.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -971462.562500 Penalty: 4576.250488
	Iteration 140F: 3 clusters Score -971462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -971465.062500 Penalty: 4576.250488
	Iteration 141Q: 3 clusters Score -971465.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -971468.000000 Penalty: 4576.250488
	Iteration 142Q: 3 clusters Score -971468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -971472.687500 Penalty: 4576.250488
	Iteration 143Q: 3 clusters Score -971472.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -971481.750000 Penalty: 4576.250488
	Iteration 144Q: 3 clusters Score -971481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -971489.812500 Penalty: 4576.250488
	Iteration 145Q: 3 clusters Score -971489.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -971501.437500 Penalty: 4576.250488
	Iteration 146Q: 3 clusters Score -971501.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -971516.437500 Penalty: 4576.250488
	Iteration 147Q: 3 clusters Score -971516.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -971527.687500 Penalty: 4576.250488
	Iteration 148Q: 3 clusters Score -971527.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -971533.500000 Penalty: 4576.250488
	Iteration 149Q: 3 clusters Score -971533.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -971539.562500 Penalty: 4576.250488
	Iteration 150Q: 3 clusters Score -971539.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -971541.562500 Penalty: 4576.250488
	Iteration 151Q: 3 clusters Score -971541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -971542.187500 Penalty: 4576.250488
	Iteration 152Q: 3 clusters Score -971542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -971545.250000 Penalty: 4576.250488
	Iteration 153Q: 3 clusters Score -971545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -971547.125000 Penalty: 4576.250488
	Iteration 154Q: 3 clusters Score -971547.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -971550.000000 Penalty: 4576.250488
	Iteration 155Q: 3 clusters Score -971550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -971551.000000 Penalty: 4576.250488
	Iteration 156Q: 3 clusters Score -971551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -971555.875000 Penalty: 4576.250488
	Iteration 157Q: 3 clusters Score -971555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -971561.062500 Penalty: 4576.250488
	Iteration 158Q: 3 clusters Score -971561.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -971567.750000 Penalty: 4576.250488
	Iteration 159Q: 3 clusters Score -971567.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -971571.500000 Penalty: 4576.250488
	Iteration 160F: 3 clusters Score -971571.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -971576.187500 Penalty: 4576.250488
	Iteration 161Q: 3 clusters Score -971576.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -971577.750000 Penalty: 4576.250488
	Iteration 162Q: 3 clusters Score -971577.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -971581.625000 Penalty: 4576.250488
	Iteration 163Q: 3 clusters Score -971581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -971584.562500 Penalty: 4576.250488
	Iteration 164Q: 3 clusters Score -971584.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -971590.375000 Penalty: 4576.250488
	Iteration 165Q: 3 clusters Score -971590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -971592.312500 Penalty: 4576.250488
	Iteration 166Q: 3 clusters Score -971592.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -971594.000000 Penalty: 4576.250488
	Iteration 167Q: 3 clusters Score -971594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -971594.062500 Penalty: 4576.250488
	Iteration 168Q: 3 clusters Score -971594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -971593.937500 Penalty: 4576.250488
	Iteration 169Q: 3 clusters Score -971593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -971593.812500 Penalty: 4576.250488
	Iteration 170Q: 3 clusters Score -971593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -971594.000000 Penalty: 4576.250488
	Iteration 171Q: 3 clusters Score -971594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -971594.000000 Penalty: 4576.250488
	Iteration 172F: 3 clusters Score -971594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Entering Unmasked Estep 
Score: -1662936.375000 Penalty: 2388.395996
	Iteration 0F: 2 clusters Score -1662936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1651938.625000 Penalty: 4776.791992
	Iteration 0F: 3 clusters Score -1651939 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1655722.125000 Penalty: 4776.791992
	Iteration 1F: 3 clusters Score -1655722 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1656407.250000 Penalty: 4776.791992
	Iteration 2F: 3 clusters Score -1656407 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1657166.125000 Penalty: 4776.791992
	Iteration 3F: 3 clusters Score -1657166 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1658011.000000 Penalty: 4776.791992
	Iteration 4F: 3 clusters Score -1658011 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1658823.750000 Penalty: 4776.791992
	Iteration 5F: 3 clusters Score -1658824 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1659489.875000 Penalty: 4776.791992
	Iteration 6F: 3 clusters Score -1659490 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1660046.250000 Penalty: 4776.791992
	Iteration 7F: 3 clusters Score -1660046 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1660460.375000 Penalty: 4776.791992
	Iteration 8Q: 3 clusters Score -1660460 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1660753.625000 Penalty: 4776.791992
	Iteration 9Q: 3 clusters Score -1660754 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1660955.000000 Penalty: 4776.791992
	Iteration 10Q: 3 clusters Score -1660955 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1661103.500000 Penalty: 4776.791992
	Iteration 11Q: 3 clusters Score -1661104 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1661209.000000 Penalty: 4776.791992
	Iteration 12Q: 3 clusters Score -1661209 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1661284.000000 Penalty: 4776.791992
	Iteration 13Q: 3 clusters Score -1661284 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1661337.625000 Penalty: 4776.791992
	Iteration 14Q: 3 clusters Score -1661338 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1661389.750000 Penalty: 4776.791992
	Iteration 15Q: 3 clusters Score -1661390 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1661432.125000 Penalty: 4776.791992
	Iteration 16Q: 3 clusters Score -1661432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1661470.375000 Penalty: 4776.791992
	Iteration 17Q: 3 clusters Score -1661470 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1661502.750000 Penalty: 4776.791992
	Iteration 18Q: 3 clusters Score -1661503 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1661541.625000 Penalty: 4776.791992
	Iteration 19Q: 3 clusters Score -1661542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1661583.750000 Penalty: 4776.791992
	Iteration 20F: 3 clusters Score -1661584 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1661619.250000 Penalty: 4776.791992
	Iteration 21Q: 3 clusters Score -1661619 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1661649.875000 Penalty: 4776.791992
	Iteration 22Q: 3 clusters Score -1661650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1661704.625000 Penalty: 4776.791992
	Iteration 23Q: 3 clusters Score -1661705 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1661744.500000 Penalty: 4776.791992
	Iteration 24Q: 3 clusters Score -1661744 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1661772.500000 Penalty: 4776.791992
	Iteration 25Q: 3 clusters Score -1661772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1661817.750000 Penalty: 4776.791992
	Iteration 26Q: 3 clusters Score -1661818 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1661852.375000 Penalty: 4776.791992
	Iteration 27Q: 3 clusters Score -1661852 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1661886.875000 Penalty: 4776.791992
	Iteration 28Q: 3 clusters Score -1661887 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1661924.500000 Penalty: 4776.791992
	Iteration 29Q: 3 clusters Score -1661924 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1661957.500000 Penalty: 4776.791992
	Iteration 30Q: 3 clusters Score -1661958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1661987.125000 Penalty: 4776.791992
	Iteration 31Q: 3 clusters Score -1661987 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1662009.625000 Penalty: 4776.791992
	Iteration 32Q: 3 clusters Score -1662010 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1662039.375000 Penalty: 4776.791992
	Iteration 33Q: 3 clusters Score -1662039 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1662052.250000 Penalty: 4776.791992
	Iteration 34Q: 3 clusters Score -1662052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1662067.500000 Penalty: 4776.791992
	Iteration 35Q: 3 clusters Score -1662068 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1662075.875000 Penalty: 4776.791992
	Iteration 36Q: 3 clusters Score -1662076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1662103.000000 Penalty: 4776.791992
	Iteration 37Q: 3 clusters Score -1662103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1662122.625000 Penalty: 4776.791992
	Iteration 38Q: 3 clusters Score -1662123 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1662140.875000 Penalty: 4776.791992
	Iteration 39Q: 3 clusters Score -1662141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1662158.250000 Penalty: 4776.791992
	Iteration 40F: 3 clusters Score -1662158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1662179.250000 Penalty: 4776.791992
	Iteration 41Q: 3 clusters Score -1662179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1662188.500000 Penalty: 4776.791992
	Iteration 42Q: 3 clusters Score -1662188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1662188.750000 Penalty: 4776.791992
	Iteration 43Q: 3 clusters Score -1662189 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1662204.750000 Penalty: 4776.791992
	Iteration 44Q: 3 clusters Score -1662205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1662208.875000 Penalty: 4776.791992
	Iteration 45Q: 3 clusters Score -1662209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1662214.750000 Penalty: 4776.791992
	Iteration 46Q: 3 clusters Score -1662215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1662222.500000 Penalty: 4776.791992
	Iteration 47Q: 3 clusters Score -1662222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1662229.000000 Penalty: 4776.791992
	Iteration 48Q: 3 clusters Score -1662229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1662230.000000 Penalty: 4776.791992
	Iteration 49Q: 3 clusters Score -1662230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1662236.750000 Penalty: 4776.791992
	Iteration 50Q: 3 clusters Score -1662237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1662236.625000 Penalty: 4776.791992
	Iteration 51Q: 3 clusters Score -1662237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1662241.500000 Penalty: 4776.791992
	Iteration 52Q: 3 clusters Score -1662242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1662248.500000 Penalty: 4776.791992
	Iteration 53Q: 3 clusters Score -1662248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1662245.375000 Penalty: 4776.791992
	Iteration 54Q: 3 clusters Score -1662245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1662247.000000 Penalty: 4776.791992
	Iteration 55Q: 3 clusters Score -1662247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1662251.750000 Penalty: 4776.791992
	Iteration 56Q: 3 clusters Score -1662252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1662255.875000 Penalty: 4776.791992
	Iteration 57Q: 3 clusters Score -1662256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1662255.500000 Penalty: 4776.791992
	Iteration 58Q: 3 clusters Score -1662256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1662256.625000 Penalty: 4776.791992
	Iteration 59Q: 3 clusters Score -1662257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1662257.625000 Penalty: 4776.791992
	Iteration 60F: 3 clusters Score -1662258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1662256.125000 Penalty: 4776.791992
	Iteration 61Q: 3 clusters Score -1662256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1662259.500000 Penalty: 4776.791992
	Iteration 62Q: 3 clusters Score -1662260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1662261.125000 Penalty: 4776.791992
	Iteration 63Q: 3 clusters Score -1662261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1662263.625000 Penalty: 4776.791992
	Iteration 64Q: 3 clusters Score -1662264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1662263.625000 Penalty: 4776.791992
	Iteration 65Q: 3 clusters Score -1662264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1662265.000000 Penalty: 4776.791992
	Iteration 66Q: 3 clusters Score -1662265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1662266.625000 Penalty: 4776.791992
	Iteration 67Q: 3 clusters Score -1662267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1662264.125000 Penalty: 4776.791992
	Iteration 68Q: 3 clusters Score -1662264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1662263.625000 Penalty: 4776.791992
	Iteration 69Q: 3 clusters Score -1662264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1662265.250000 Penalty: 4776.791992
	Iteration 70Q: 3 clusters Score -1662265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1662264.000000 Penalty: 4776.791992
	Iteration 71Q: 3 clusters Score -1662264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1662265.750000 Penalty: 4776.791992
	Iteration 72Q: 3 clusters Score -1662266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1662266.500000 Penalty: 4776.791992
	Iteration 73Q: 3 clusters Score -1662266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1662267.875000 Penalty: 4776.791992
	Iteration 74Q: 3 clusters Score -1662268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1662269.250000 Penalty: 4776.791992
	Iteration 75Q: 3 clusters Score -1662269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1662266.500000 Penalty: 4776.791992
	Iteration 76Q: 3 clusters Score -1662266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1662266.125000 Penalty: 4776.791992
	Iteration 77Q: 3 clusters Score -1662266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1662263.875000 Penalty: 4776.791992
	Iteration 78Q: 3 clusters Score -1662264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1662266.625000 Penalty: 4776.791992
	Iteration 79Q: 3 clusters Score -1662267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1662267.500000 Penalty: 4776.791992
	Iteration 80F: 3 clusters Score -1662268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1662263.250000 Penalty: 4776.791992
	Iteration 81Q: 3 clusters Score -1662263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1662266.375000 Penalty: 4776.791992
	Iteration 82Q: 3 clusters Score -1662266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1662265.000000 Penalty: 4776.791992
	Iteration 83Q: 3 clusters Score -1662265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1662265.750000 Penalty: 4776.791992
	Iteration 84Q: 3 clusters Score -1662266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1662265.750000 Penalty: 4776.791992
	Iteration 85F: 3 clusters Score -1662266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Entering Unmasked Estep 
Score: -1330767.875000 Penalty: 2340.434814
	Iteration 0F: 2 clusters Score -1330768 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 6412 members 
Entering Unmasked Estep 
Score: -1321622.000000 Penalty: 4680.869629
	Iteration 0F: 3 clusters Score -1321622 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1324668.000000 Penalty: 4680.869629
	Iteration 1F: 3 clusters Score -1324668 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1325363.750000 Penalty: 4680.869629
	Iteration 2F: 3 clusters Score -1325364 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1326102.000000 Penalty: 4680.869629
	Iteration 3F: 3 clusters Score -1326102 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1326785.500000 Penalty: 4680.869629
	Iteration 4F: 3 clusters Score -1326786 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1327336.500000 Penalty: 4680.869629
	Iteration 5F: 3 clusters Score -1327336 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1327716.000000 Penalty: 4680.869629
	Iteration 6Q: 3 clusters Score -1327716 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1327949.000000 Penalty: 4680.869629
	Iteration 7Q: 3 clusters Score -1327949 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1328137.250000 Penalty: 4680.869629
	Iteration 8Q: 3 clusters Score -1328137 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1328295.625000 Penalty: 4680.869629
	Iteration 9Q: 3 clusters Score -1328296 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1328435.000000 Penalty: 4680.869629
	Iteration 10Q: 3 clusters Score -1328435 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1328548.625000 Penalty: 4680.869629
	Iteration 11Q: 3 clusters Score -1328549 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1328629.000000 Penalty: 4680.869629
	Iteration 12Q: 3 clusters Score -1328629 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1328690.125000 Penalty: 4680.869629
	Iteration 13Q: 3 clusters Score -1328690 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1328767.500000 Penalty: 4680.869629
	Iteration 14Q: 3 clusters Score -1328768 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1328839.000000 Penalty: 4680.869629
	Iteration 15Q: 3 clusters Score -1328839 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1328940.125000 Penalty: 4680.869629
	Iteration 16Q: 3 clusters Score -1328940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1329051.625000 Penalty: 4680.869629
	Iteration 17Q: 3 clusters Score -1329052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1329177.500000 Penalty: 4680.869629
	Iteration 18Q: 3 clusters Score -1329178 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1329273.375000 Penalty: 4680.869629
	Iteration 19Q: 3 clusters Score -1329273 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1329359.500000 Penalty: 4680.869629
	Iteration 20F: 3 clusters Score -1329360 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1329428.500000 Penalty: 4680.869629
	Iteration 21Q: 3 clusters Score -1329428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1329486.000000 Penalty: 4680.869629
	Iteration 22Q: 3 clusters Score -1329486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1329535.000000 Penalty: 4680.869629
	Iteration 23Q: 3 clusters Score -1329535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1329557.125000 Penalty: 4680.869629
	Iteration 24Q: 3 clusters Score -1329557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1329568.000000 Penalty: 4680.869629
	Iteration 25Q: 3 clusters Score -1329568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1329583.750000 Penalty: 4680.869629
	Iteration 26Q: 3 clusters Score -1329584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1329588.125000 Penalty: 4680.869629
	Iteration 27Q: 3 clusters Score -1329588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1329596 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1329598 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1329605 nChanged 13
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Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 10398 members 
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10405 members 
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	Iteration 32Q: 3 clusters Score -1329612 nChanged 14
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Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10405 members 
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	Iteration 33Q: 3 clusters Score -1329615 nChanged 18
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Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1329616 nChanged 28
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Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1329629 nChanged 33
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Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1329653 nChanged 25
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Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1329664 nChanged 25
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Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1329668 nChanged 30
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Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1329674 nChanged 22
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Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1329693 nChanged 24
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Mstep: Class 1 contains 2225 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2230 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1329724 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1329730 nChanged 32
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Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1329740 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1329740 nChanged 21
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Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2503 members 
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Mstep: Class 1 contains 2535 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1329846 nChanged 44
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1329868 nChanged 40
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Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9827 members 
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	Iteration 63Q: 3 clusters Score -1329882 nChanged 32
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Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9799 members 
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Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9742 members 
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Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9690 members 
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	Iteration 67Q: 3 clusters Score -1329930 nChanged 56
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Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9640 members 
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	Iteration 68Q: 3 clusters Score -1329942 nChanged 47
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Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1329950 nChanged 40
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Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 9557 members 
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	Iteration 70Q: 3 clusters Score -1329966 nChanged 43
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Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9518 members 
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	Iteration 71Q: 3 clusters Score -1329974 nChanged 41
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Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 9445 members 
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	Iteration 73Q: 3 clusters Score -1330002 nChanged 38
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Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 9411 members 
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	Iteration 74Q: 3 clusters Score -1330007 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9373 members 
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Mstep: Class 1 contains 3218 members 
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Mstep: Class 1 contains 3251 members 
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	Iteration 77Q: 3 clusters Score -1330040 nChanged 46
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Mstep: Class 1 contains 3293 members 
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	Iteration 78Q: 3 clusters Score -1330056 nChanged 56
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Mstep: Class 1 contains 3343 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1330084 nChanged 58
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Mstep: Class 1 contains 3399 members 
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	Iteration 80F: 3 clusters Score -1330103 nChanged 66
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Mstep: Class 1 contains 3459 members 
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	Iteration 81Q: 3 clusters Score -1330132 nChanged 73
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Mstep: Class 1 contains 3524 members 
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	Iteration 82Q: 3 clusters Score -1330159 nChanged 76
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Mstep: Class 1 contains 3596 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3679 members 
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	Iteration 84Q: 3 clusters Score -1330239 nChanged 83
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Mstep: Class 1 contains 3758 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1330272 nChanged 83
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Mstep: Class 1 contains 3835 members 
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	Iteration 86Q: 3 clusters Score -1330307 nChanged 94
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Mstep: Class 1 contains 3923 members 
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Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 8540 members 
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	Iteration 88Q: 3 clusters Score -1330389 nChanged 71
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Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8469 members 
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	Iteration 89Q: 3 clusters Score -1330410 nChanged 63
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Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8408 members 
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	Iteration 90Q: 3 clusters Score -1330428 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8352 members 
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	Iteration 91Q: 3 clusters Score -1330444 nChanged 45
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Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1330454 nChanged 37
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Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 8272 members 
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	Iteration 93Q: 3 clusters Score -1330460 nChanged 21
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Mstep: Class 1 contains 4296 members 
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	Iteration 94Q: 3 clusters Score -1330462 nChanged 21
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Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8230 members 
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	Iteration 95Q: 3 clusters Score -1330468 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8209 members 
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	Iteration 96Q: 3 clusters Score -1330472 nChanged 17
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Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 8192 members 
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	Iteration 97Q: 3 clusters Score -1330477 nChanged 13
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Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 8181 members 
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	Iteration 98Q: 3 clusters Score -1330479 nChanged 17
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Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8164 members 
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Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8154 members 
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	Iteration 100F: 3 clusters Score -1330482 nChanged 13
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Mstep: Class 1 contains 4404 members 
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	Iteration 101Q: 3 clusters Score -1330489 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4416 members 
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	Iteration 102Q: 3 clusters Score -1330487 nChanged 9
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Mstep: Class 1 contains 4425 members 
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	Iteration 103Q: 3 clusters Score -1330490 nChanged 16
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Mstep: Class 1 contains 4439 members 
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	Iteration 104Q: 3 clusters Score -1330491 nChanged 20
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Mstep: Class 1 contains 4459 members 
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	Iteration 105Q: 3 clusters Score -1330493 nChanged 16
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Mstep: Class 1 contains 4475 members 
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	Iteration 106Q: 3 clusters Score -1330495 nChanged 16
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Mstep: Class 1 contains 4491 members 
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	Iteration 107Q: 3 clusters Score -1330500 nChanged 16
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Mstep: Class 1 contains 4507 members 
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	Iteration 108Q: 3 clusters Score -1330506 nChanged 21
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Mstep: Class 1 contains 4526 members 
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	Iteration 109Q: 3 clusters Score -1330511 nChanged 27
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Mstep: Class 1 contains 4551 members 
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	Iteration 110Q: 3 clusters Score -1330518 nChanged 20
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Mstep: Class 1 contains 4571 members 
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	Iteration 111Q: 3 clusters Score -1330521 nChanged 22
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Mstep: Class 1 contains 4591 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1330528 nChanged 20
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Mstep: Class 1 contains 4607 members 
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	Iteration 113Q: 3 clusters Score -1330530 nChanged 15
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Mstep: Class 1 contains 4622 members 
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	Iteration 114Q: 3 clusters Score -1330526 nChanged 7
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Mstep: Class 1 contains 4629 members 
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	Iteration 115Q: 3 clusters Score -1330529 nChanged 10
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Mstep: Class 1 contains 4639 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1330533 nChanged 7
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Mstep: Class 1 contains 4644 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1330532 nChanged 6
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Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1330533 nChanged 6
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Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1330536 nChanged 4
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Mstep: Class 1 contains 4660 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1330536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1330537.250000 Penalty: 4680.869629
	Iteration 121Q: 3 clusters Score -1330537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1330537.250000 Penalty: 4680.869629
	Iteration 122Q: 3 clusters Score -1330537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1330537.250000 Penalty: 4680.869629
	Iteration 123F: 3 clusters Score -1330537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -1524325.125000 Penalty: 2345.056152
	Iteration 0F: 2 clusters Score -1524325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1514848.625000 Penalty: 4690.112305
	Iteration 0F: 3 clusters Score -1514849 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1517893.250000 Penalty: 4690.112305
	Iteration 1F: 3 clusters Score -1517893 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1518414.250000 Penalty: 4690.112305
	Iteration 2F: 3 clusters Score -1518414 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1518916.875000 Penalty: 4690.112305
	Iteration 3F: 3 clusters Score -1518917 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1519379.000000 Penalty: 4690.112305
	Iteration 4F: 3 clusters Score -1519379 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1519756.625000 Penalty: 4690.112305
	Iteration 5F: 3 clusters Score -1519757 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1520084.875000 Penalty: 4690.112305
	Iteration 6Q: 3 clusters Score -1520085 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1520361.500000 Penalty: 4690.112305
	Iteration 7Q: 3 clusters Score -1520362 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1520587.125000 Penalty: 4690.112305
	Iteration 8Q: 3 clusters Score -1520587 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1520786.125000 Penalty: 4690.112305
	Iteration 9Q: 3 clusters Score -1520786 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1520980.625000 Penalty: 4690.112305
	Iteration 10Q: 3 clusters Score -1520981 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1521152.250000 Penalty: 4690.112305
	Iteration 11Q: 3 clusters Score -1521152 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1521316.750000 Penalty: 4690.112305
	Iteration 12Q: 3 clusters Score -1521317 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1521479.500000 Penalty: 4690.112305
	Iteration 13Q: 3 clusters Score -1521480 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1521626.500000 Penalty: 4690.112305
	Iteration 14Q: 3 clusters Score -1521626 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1521748.125000 Penalty: 4690.112305
	Iteration 15Q: 3 clusters Score -1521748 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1521847.500000 Penalty: 4690.112305
	Iteration 16Q: 3 clusters Score -1521848 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1521930.375000 Penalty: 4690.112305
	Iteration 17Q: 3 clusters Score -1521930 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1522003.625000 Penalty: 4690.112305
	Iteration 18Q: 3 clusters Score -1522004 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1522068.125000 Penalty: 4690.112305
	Iteration 19Q: 3 clusters Score -1522068 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1522128.375000 Penalty: 4690.112305
	Iteration 20F: 3 clusters Score -1522128 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1522194.375000 Penalty: 4690.112305
	Iteration 21Q: 3 clusters Score -1522194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1522242.750000 Penalty: 4690.112305
	Iteration 22Q: 3 clusters Score -1522243 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1522281.625000 Penalty: 4690.112305
	Iteration 23Q: 3 clusters Score -1522282 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1522309.125000 Penalty: 4690.112305
	Iteration 24Q: 3 clusters Score -1522309 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1522341.375000 Penalty: 4690.112305
	Iteration 25Q: 3 clusters Score -1522341 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1522371.000000 Penalty: 4690.112305
	Iteration 26Q: 3 clusters Score -1522371 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1522388.625000 Penalty: 4690.112305
	Iteration 27Q: 3 clusters Score -1522389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1522409.625000 Penalty: 4690.112305
	Iteration 28Q: 3 clusters Score -1522410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1522427.125000 Penalty: 4690.112305
	Iteration 29Q: 3 clusters Score -1522427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1522445.875000 Penalty: 4690.112305
	Iteration 30Q: 3 clusters Score -1522446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1522464.625000 Penalty: 4690.112305
	Iteration 31Q: 3 clusters Score -1522465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1522470.750000 Penalty: 4690.112305
	Iteration 32Q: 3 clusters Score -1522471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1522488.375000 Penalty: 4690.112305
	Iteration 33Q: 3 clusters Score -1522488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1522492.500000 Penalty: 4690.112305
	Iteration 34Q: 3 clusters Score -1522492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1522497.875000 Penalty: 4690.112305
	Iteration 35Q: 3 clusters Score -1522498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1522500.125000 Penalty: 4690.112305
	Iteration 36Q: 3 clusters Score -1522500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1522503.375000 Penalty: 4690.112305
	Iteration 37Q: 3 clusters Score -1522503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1522508.500000 Penalty: 4690.112305
	Iteration 38Q: 3 clusters Score -1522508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1522508.500000 Penalty: 4690.112305
	Iteration 39Q: 3 clusters Score -1522508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1522510.625000 Penalty: 4690.112305
	Iteration 40F: 3 clusters Score -1522511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1522512.875000 Penalty: 4690.112305
	Iteration 41Q: 3 clusters Score -1522513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1522516.000000 Penalty: 4690.112305
	Iteration 42Q: 3 clusters Score -1522516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1522519.500000 Penalty: 4690.112305
	Iteration 43Q: 3 clusters Score -1522520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1522521.125000 Penalty: 4690.112305
	Iteration 44Q: 3 clusters Score -1522521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1522526.125000 Penalty: 4690.112305
	Iteration 45Q: 3 clusters Score -1522526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1522529.250000 Penalty: 4690.112305
	Iteration 46Q: 3 clusters Score -1522529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1522538.625000 Penalty: 4690.112305
	Iteration 47Q: 3 clusters Score -1522539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1522546.375000 Penalty: 4690.112305
	Iteration 48Q: 3 clusters Score -1522546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1522552.250000 Penalty: 4690.112305
	Iteration 49Q: 3 clusters Score -1522552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1522560.500000 Penalty: 4690.112305
	Iteration 50Q: 3 clusters Score -1522560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1522565.125000 Penalty: 4690.112305
	Iteration 51Q: 3 clusters Score -1522565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1522572.125000 Penalty: 4690.112305
	Iteration 52Q: 3 clusters Score -1522572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1522573.375000 Penalty: 4690.112305
	Iteration 53Q: 3 clusters Score -1522573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1522583.750000 Penalty: 4690.112305
	Iteration 54Q: 3 clusters Score -1522584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1522599.125000 Penalty: 4690.112305
	Iteration 55Q: 3 clusters Score -1522599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1522624.500000 Penalty: 4690.112305
	Iteration 56Q: 3 clusters Score -1522624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1522658.000000 Penalty: 4690.112305
	Iteration 57Q: 3 clusters Score -1522658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1522709.500000 Penalty: 4690.112305
	Iteration 58Q: 3 clusters Score -1522710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1522802.000000 Penalty: 4690.112305
	Iteration 59Q: 3 clusters Score -1522802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1522875.000000 Penalty: 4690.112305
	Iteration 60F: 3 clusters Score -1522875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1522926.375000 Penalty: 4690.112305
	Iteration 61Q: 3 clusters Score -1522926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1522965.000000 Penalty: 4690.112305
	Iteration 62Q: 3 clusters Score -1522965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1522989.500000 Penalty: 4690.112305
	Iteration 63Q: 3 clusters Score -1522990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1523005.625000 Penalty: 4690.112305
	Iteration 64Q: 3 clusters Score -1523006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1523020.875000 Penalty: 4690.112305
	Iteration 65Q: 3 clusters Score -1523021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1523039.000000 Penalty: 4690.112305
	Iteration 66Q: 3 clusters Score -1523039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1523055.000000 Penalty: 4690.112305
	Iteration 67Q: 3 clusters Score -1523055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1523059.625000 Penalty: 4690.112305
	Iteration 68Q: 3 clusters Score -1523060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1523072.875000 Penalty: 4690.112305
	Iteration 69Q: 3 clusters Score -1523073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1523077.125000 Penalty: 4690.112305
	Iteration 70Q: 3 clusters Score -1523077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1523085.250000 Penalty: 4690.112305
	Iteration 71Q: 3 clusters Score -1523085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1523085.375000 Penalty: 4690.112305
	Iteration 72Q: 3 clusters Score -1523085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1523089.000000 Penalty: 4690.112305
	Iteration 73Q: 3 clusters Score -1523089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1523088.250000 Penalty: 4690.112305
	Iteration 74Q: 3 clusters Score -1523088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1523089.000000 Penalty: 4690.112305
	Iteration 75Q: 3 clusters Score -1523089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1523088.375000 Penalty: 4690.112305
	Iteration 76Q: 3 clusters Score -1523088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1523088.125000 Penalty: 4690.112305
	Iteration 77Q: 3 clusters Score -1523088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1523090.750000 Penalty: 4690.112305
	Iteration 78Q: 3 clusters Score -1523091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1523089.875000 Penalty: 4690.112305
	Iteration 79Q: 3 clusters Score -1523090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1523089.875000 Penalty: 4690.112305
	Iteration 80F: 3 clusters Score -1523090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Entering Unmasked Estep 
Score: -1458306.750000 Penalty: 2326.824951
	Iteration 0F: 2 clusters Score -1458307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1449492.750000 Penalty: 4653.649902
	Iteration 0F: 3 clusters Score -1449493 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1452057.750000 Penalty: 4653.649902
	Iteration 1F: 3 clusters Score -1452058 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1452376.875000 Penalty: 4653.649902
	Iteration 2F: 3 clusters Score -1452377 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1452617.875000 Penalty: 4653.649902
	Iteration 3F: 3 clusters Score -1452618 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1452770.375000 Penalty: 4653.649902
	Iteration 4Q: 3 clusters Score -1452770 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1452881.500000 Penalty: 4653.649902
	Iteration 5Q: 3 clusters Score -1452882 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1452973.625000 Penalty: 4653.649902
	Iteration 6Q: 3 clusters Score -1452974 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1453074.750000 Penalty: 4653.649902
	Iteration 7Q: 3 clusters Score -1453075 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1453186.250000 Penalty: 4653.649902
	Iteration 8Q: 3 clusters Score -1453186 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1453288.625000 Penalty: 4653.649902
	Iteration 9Q: 3 clusters Score -1453289 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1453396.750000 Penalty: 4653.649902
	Iteration 10Q: 3 clusters Score -1453397 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1453525.375000 Penalty: 4653.649902
	Iteration 11Q: 3 clusters Score -1453525 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1453687.750000 Penalty: 4653.649902
	Iteration 12Q: 3 clusters Score -1453688 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1453875.375000 Penalty: 4653.649902
	Iteration 13Q: 3 clusters Score -1453875 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1454080.125000 Penalty: 4653.649902
	Iteration 14Q: 3 clusters Score -1454080 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1454294.375000 Penalty: 4653.649902
	Iteration 15Q: 3 clusters Score -1454294 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1454501.750000 Penalty: 4653.649902
	Iteration 16Q: 3 clusters Score -1454502 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1454746.875000 Penalty: 4653.649902
	Iteration 17Q: 3 clusters Score -1454747 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1454942.375000 Penalty: 4653.649902
	Iteration 18Q: 3 clusters Score -1454942 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1455114.500000 Penalty: 4653.649902
	Iteration 19Q: 3 clusters Score -1455114 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1455281.000000 Penalty: 4653.649902
	Iteration 20F: 3 clusters Score -1455281 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1455424.875000 Penalty: 4653.649902
	Iteration 21Q: 3 clusters Score -1455425 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1455568.875000 Penalty: 4653.649902
	Iteration 22Q: 3 clusters Score -1455569 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1455684.250000 Penalty: 4653.649902
	Iteration 23Q: 3 clusters Score -1455684 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1455781.625000 Penalty: 4653.649902
	Iteration 24Q: 3 clusters Score -1455782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1455878.250000 Penalty: 4653.649902
	Iteration 25Q: 3 clusters Score -1455878 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1455968.500000 Penalty: 4653.649902
	Iteration 26Q: 3 clusters Score -1455968 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1456033.125000 Penalty: 4653.649902
	Iteration 27Q: 3 clusters Score -1456033 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1456088.125000 Penalty: 4653.649902
	Iteration 28Q: 3 clusters Score -1456088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1456133.875000 Penalty: 4653.649902
	Iteration 29Q: 3 clusters Score -1456134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1456178.625000 Penalty: 4653.649902
	Iteration 30Q: 3 clusters Score -1456179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1456205.625000 Penalty: 4653.649902
	Iteration 31Q: 3 clusters Score -1456206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1456219.750000 Penalty: 4653.649902
	Iteration 32Q: 3 clusters Score -1456220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1456243.000000 Penalty: 4653.649902
	Iteration 33Q: 3 clusters Score -1456243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1456260.375000 Penalty: 4653.649902
	Iteration 34Q: 3 clusters Score -1456260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1456271.875000 Penalty: 4653.649902
	Iteration 35Q: 3 clusters Score -1456272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1456280.625000 Penalty: 4653.649902
	Iteration 36Q: 3 clusters Score -1456281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1456278.875000 Penalty: 4653.649902
	Iteration 37Q: 3 clusters Score -1456279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1456283.500000 Penalty: 4653.649902
	Iteration 38Q: 3 clusters Score -1456284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1456285.125000 Penalty: 4653.649902
	Iteration 39Q: 3 clusters Score -1456285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1456284.375000 Penalty: 4653.649902
	Iteration 40F: 3 clusters Score -1456284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1456286.875000 Penalty: 4653.649902
	Iteration 41Q: 3 clusters Score -1456287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1456290.750000 Penalty: 4653.649902
	Iteration 42Q: 3 clusters Score -1456291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1456297.375000 Penalty: 4653.649902
	Iteration 43Q: 3 clusters Score -1456297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1456302.125000 Penalty: 4653.649902
	Iteration 44Q: 3 clusters Score -1456302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1456306.000000 Penalty: 4653.649902
	Iteration 45Q: 3 clusters Score -1456306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1456307.375000 Penalty: 4653.649902
	Iteration 46Q: 3 clusters Score -1456307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1456311.375000 Penalty: 4653.649902
	Iteration 47Q: 3 clusters Score -1456311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1456311.375000 Penalty: 4653.649902
	Iteration 48F: 3 clusters Score -1456311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (39155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Entering Unmasked Estep 
Score: -4246626.500000 Penalty: 2622.670166
	Iteration 0F: 2 clusters Score -4246626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4220360.500000 Penalty: 5245.340332
	Iteration 0F: 3 clusters Score -4220360 nChanged 17764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4231115.500000 Penalty: 5245.340332
	Iteration 1F: 3 clusters Score -4231116 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -4233042.500000 Penalty: 5245.340332
	Iteration 2F: 3 clusters Score -4233042 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -4235063.500000 Penalty: 5245.340332
	Iteration 3F: 3 clusters Score -4235064 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4236757.500000 Penalty: 5245.340332
	Iteration 4F: 3 clusters Score -4236758 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -4238067.500000 Penalty: 5245.340332
	Iteration 5F: 3 clusters Score -4238068 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -4239115.500000 Penalty: 5245.340332
	Iteration 6Q: 3 clusters Score -4239116 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4239885.000000 Penalty: 5245.340332
	Iteration 7Q: 3 clusters Score -4239885 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -4240438.500000 Penalty: 5245.340332
	Iteration 8Q: 3 clusters Score -4240438 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -4240787.000000 Penalty: 5245.340332
	Iteration 9Q: 3 clusters Score -4240787 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -4241058.000000 Penalty: 5245.340332
	Iteration 10Q: 3 clusters Score -4241058 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -4241273.500000 Penalty: 5245.340332
	Iteration 11Q: 3 clusters Score -4241274 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -4241442.000000 Penalty: 5245.340332
	Iteration 12Q: 3 clusters Score -4241442 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -4241572.000000 Penalty: 5245.340332
	Iteration 13Q: 3 clusters Score -4241572 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -4241691.000000 Penalty: 5245.340332
	Iteration 14Q: 3 clusters Score -4241691 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -4241775.500000 Penalty: 5245.340332
	Iteration 15Q: 3 clusters Score -4241776 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4241857.000000 Penalty: 5245.340332
	Iteration 16Q: 3 clusters Score -4241857 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -4241931.500000 Penalty: 5245.340332
	Iteration 17Q: 3 clusters Score -4241932 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -4241997.000000 Penalty: 5245.340332
	Iteration 18Q: 3 clusters Score -4241997 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -4242043.500000 Penalty: 5245.340332
	Iteration 19Q: 3 clusters Score -4242044 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4242085.000000 Penalty: 5245.340332
	Iteration 20F: 3 clusters Score -4242085 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4242133.000000 Penalty: 5245.340332
	Iteration 21Q: 3 clusters Score -4242133 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4242164.500000 Penalty: 5245.340332
	Iteration 22Q: 3 clusters Score -4242164 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4242182.000000 Penalty: 5245.340332
	Iteration 23Q: 3 clusters Score -4242182 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -4242208.000000 Penalty: 5245.340332
	Iteration 24Q: 3 clusters Score -4242208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -4242238.000000 Penalty: 5245.340332
	Iteration 25Q: 3 clusters Score -4242238 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -4242252.500000 Penalty: 5245.340332
	Iteration 26Q: 3 clusters Score -4242252 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4242263.500000 Penalty: 5245.340332
	Iteration 27Q: 3 clusters Score -4242264 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4242303.000000 Penalty: 5245.340332
	Iteration 28Q: 3 clusters Score -4242303 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4242310.500000 Penalty: 5245.340332
	Iteration 29Q: 3 clusters Score -4242310 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -4242328.500000 Penalty: 5245.340332
	Iteration 30Q: 3 clusters Score -4242328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -4242333.000000 Penalty: 5245.340332
	Iteration 31Q: 3 clusters Score -4242333 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -4242357.500000 Penalty: 5245.340332
	Iteration 32Q: 3 clusters Score -4242358 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -4242363.000000 Penalty: 5245.340332
	Iteration 33Q: 3 clusters Score -4242363 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -4242385.500000 Penalty: 5245.340332
	Iteration 34Q: 3 clusters Score -4242386 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -4242412.500000 Penalty: 5245.340332
	Iteration 35Q: 3 clusters Score -4242412 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -4242415.000000 Penalty: 5245.340332
	Iteration 36Q: 3 clusters Score -4242415 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -4242443.000000 Penalty: 5245.340332
	Iteration 37Q: 3 clusters Score -4242443 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4242452.000000 Penalty: 5245.340332
	Iteration 38Q: 3 clusters Score -4242452 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -4242470.000000 Penalty: 5245.340332
	Iteration 39Q: 3 clusters Score -4242470 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4242478.500000 Penalty: 5245.340332
	Iteration 40F: 3 clusters Score -4242478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -4242493.500000 Penalty: 5245.340332
	Iteration 41Q: 3 clusters Score -4242494 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -4242514.000000 Penalty: 5245.340332
	Iteration 42Q: 3 clusters Score -4242514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -4242524.000000 Penalty: 5245.340332
	Iteration 43Q: 3 clusters Score -4242524 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4242542.000000 Penalty: 5245.340332
	Iteration 44Q: 3 clusters Score -4242542 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4242566.500000 Penalty: 5245.340332
	Iteration 45Q: 3 clusters Score -4242566 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -4242571.500000 Penalty: 5245.340332
	Iteration 46Q: 3 clusters Score -4242572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -4242589.000000 Penalty: 5245.340332
	Iteration 47Q: 3 clusters Score -4242589 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -4242609.000000 Penalty: 5245.340332
	Iteration 48Q: 3 clusters Score -4242609 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4242638.500000 Penalty: 5245.340332
	Iteration 49Q: 3 clusters Score -4242638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4242656.500000 Penalty: 5245.340332
	Iteration 50Q: 3 clusters Score -4242656 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -4242690.000000 Penalty: 5245.340332
	Iteration 51Q: 3 clusters Score -4242690 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4242730.500000 Penalty: 5245.340332
	Iteration 52Q: 3 clusters Score -4242730 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4242768.500000 Penalty: 5245.340332
	Iteration 53Q: 3 clusters Score -4242768 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4242814.000000 Penalty: 5245.340332
	Iteration 54Q: 3 clusters Score -4242814 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -4242856.000000 Penalty: 5245.340332
	Iteration 55Q: 3 clusters Score -4242856 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4242912.500000 Penalty: 5245.340332
	Iteration 56Q: 3 clusters Score -4242912 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -4242962.500000 Penalty: 5245.340332
	Iteration 57Q: 3 clusters Score -4242962 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -4243033.000000 Penalty: 5245.340332
	Iteration 58Q: 3 clusters Score -4243033 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4243107.000000 Penalty: 5245.340332
	Iteration 59Q: 3 clusters Score -4243107 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -4243168.500000 Penalty: 5245.340332
	Iteration 60F: 3 clusters Score -4243168 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -4243263.500000 Penalty: 5245.340332
	Iteration 61Q: 3 clusters Score -4243264 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -4243359.000000 Penalty: 5245.340332
	Iteration 62Q: 3 clusters Score -4243359 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -4243468.000000 Penalty: 5245.340332
	Iteration 63Q: 3 clusters Score -4243468 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4243581.500000 Penalty: 5245.340332
	Iteration 64Q: 3 clusters Score -4243582 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -4243712.500000 Penalty: 5245.340332
	Iteration 65Q: 3 clusters Score -4243712 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -4243853.500000 Penalty: 5245.340332
	Iteration 66Q: 3 clusters Score -4243854 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4243984.000000 Penalty: 5245.340332
	Iteration 67Q: 3 clusters Score -4243984 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -4244114.000000 Penalty: 5245.340332
	Iteration 68Q: 3 clusters Score -4244114 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4244215.500000 Penalty: 5245.340332
	Iteration 69Q: 3 clusters Score -4244216 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4244356.500000 Penalty: 5245.340332
	Iteration 70Q: 3 clusters Score -4244356 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -4244458.000000 Penalty: 5245.340332
	Iteration 71Q: 3 clusters Score -4244458 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -4244555.000000 Penalty: 5245.340332
	Iteration 72Q: 3 clusters Score -4244555 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -4244630.000000 Penalty: 5245.340332
	Iteration 73Q: 3 clusters Score -4244630 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4244704.500000 Penalty: 5245.340332
	Iteration 74Q: 3 clusters Score -4244704 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -4244766.500000 Penalty: 5245.340332
	Iteration 75Q: 3 clusters Score -4244766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4244801.500000 Penalty: 5245.340332
	Iteration 76Q: 3 clusters Score -4244802 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -4244824.500000 Penalty: 5245.340332
	Iteration 77Q: 3 clusters Score -4244824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4244871.500000 Penalty: 5245.340332
	Iteration 78Q: 3 clusters Score -4244872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -4244884.000000 Penalty: 5245.340332
	Iteration 79Q: 3 clusters Score -4244884 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -4244904.500000 Penalty: 5245.340332
	Iteration 80F: 3 clusters Score -4244904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4244924.000000 Penalty: 5245.340332
	Iteration 81Q: 3 clusters Score -4244924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -4244936.500000 Penalty: 5245.340332
	Iteration 82Q: 3 clusters Score -4244936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -4244946.500000 Penalty: 5245.340332
	Iteration 83Q: 3 clusters Score -4244946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -4244960.500000 Penalty: 5245.340332
	Iteration 84Q: 3 clusters Score -4244960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -4244979.500000 Penalty: 5245.340332
	Iteration 85Q: 3 clusters Score -4244980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -4244985.500000 Penalty: 5245.340332
	Iteration 86Q: 3 clusters Score -4244986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -4244993.000000 Penalty: 5245.340332
	Iteration 87Q: 3 clusters Score -4244993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -4245004.500000 Penalty: 5245.340332
	Iteration 88Q: 3 clusters Score -4245004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4245021.500000 Penalty: 5245.340332
	Iteration 89Q: 3 clusters Score -4245022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -4245038.000000 Penalty: 5245.340332
	Iteration 90Q: 3 clusters Score -4245038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4245059.000000 Penalty: 5245.340332
	Iteration 91Q: 3 clusters Score -4245059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -4245071.500000 Penalty: 5245.340332
	Iteration 92Q: 3 clusters Score -4245072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -4245086.000000 Penalty: 5245.340332
	Iteration 93Q: 3 clusters Score -4245086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4245100.500000 Penalty: 5245.340332
	Iteration 94Q: 3 clusters Score -4245100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -4245125.500000 Penalty: 5245.340332
	Iteration 95Q: 3 clusters Score -4245126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4245131.500000 Penalty: 5245.340332
	Iteration 96Q: 3 clusters Score -4245132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4245145.500000 Penalty: 5245.340332
	Iteration 97Q: 3 clusters Score -4245146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -4245166.000000 Penalty: 5245.340332
	Iteration 98Q: 3 clusters Score -4245166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4245184.500000 Penalty: 5245.340332
	Iteration 99Q: 3 clusters Score -4245184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4245199.000000 Penalty: 5245.340332
	Iteration 100F: 3 clusters Score -4245199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -4245212.500000 Penalty: 5245.340332
	Iteration 101Q: 3 clusters Score -4245212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4245223.000000 Penalty: 5245.340332
	Iteration 102Q: 3 clusters Score -4245223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -4245227.000000 Penalty: 5245.340332
	Iteration 103Q: 3 clusters Score -4245227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4245237.000000 Penalty: 5245.340332
	Iteration 104Q: 3 clusters Score -4245237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4245244.000000 Penalty: 5245.340332
	Iteration 105Q: 3 clusters Score -4245244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4245244.000000 Penalty: 5245.340332
	Iteration 106Q: 3 clusters Score -4245244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4245240.000000 Penalty: 5245.340332
	Iteration 107Q: 3 clusters Score -4245240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -4245248.000000 Penalty: 5245.340332
	Iteration 108Q: 3 clusters Score -4245248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4245244.000000 Penalty: 5245.340332
	Iteration 109Q: 3 clusters Score -4245244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -4245252.000000 Penalty: 5245.340332
	Iteration 110Q: 3 clusters Score -4245252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4245249.000000 Penalty: 5245.340332
	Iteration 111Q: 3 clusters Score -4245249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4245254.500000 Penalty: 5245.340332
	Iteration 112Q: 3 clusters Score -4245254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4245252.500000 Penalty: 5245.340332
	Iteration 113Q: 3 clusters Score -4245252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4245253.000000 Penalty: 5245.340332
	Iteration 114Q: 3 clusters Score -4245253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4245250.500000 Penalty: 5245.340332
	Iteration 115Q: 3 clusters Score -4245250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -4245250.000000 Penalty: 5245.340332
	Iteration 116Q: 3 clusters Score -4245250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -4245252.500000 Penalty: 5245.340332
	Iteration 117Q: 3 clusters Score -4245252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4245255.000000 Penalty: 5245.340332
	Iteration 118Q: 3 clusters Score -4245255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -4245254.000000 Penalty: 5245.340332
	Iteration 119Q: 3 clusters Score -4245254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -4245259.500000 Penalty: 5245.340332
	Iteration 120F: 3 clusters Score -4245260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -4245259.000000 Penalty: 5245.340332
	Iteration 121Q: 3 clusters Score -4245259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -4245259.000000 Penalty: 5245.340332
	Iteration 122F: 3 clusters Score -4245259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6032 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 32121 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 6900 members 
Mstep: Class 8 contains 27527 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 3914 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 8577 members 
Mstep: Class 19 contains 10161 members 
Mstep: Class 20 contains 15224 members 
Mstep: Class 21 contains 12547 members 
Mstep: Class 22 contains 12783 members 
Mstep: Class 23 contains 11877 members 
Mstep: Class 24 contains 39155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35691776.000000 Penalty: 94338.273438
Iteration 79Q: 31 clusters Score -3.569178e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6035 members 
Mstep: Class 3 contains 5410 members 
Mstep: Class 4 contains 32199 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 4417 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 27461 members 
Mstep: Class 9 contains 8801 members 
Mstep: Class 10 contains 6428 members 
Mstep: Class 11 contains 1465 members 
Mstep: Class 12 contains 11358 members 
Mstep: Class 13 contains 14908 members 
Mstep: Class 14 contains 3933 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 5273 members 
Mstep: Class 17 contains 4495 members 
Mstep: Class 18 contains 8570 members 
Mstep: Class 19 contains 10189 members 
Mstep: Class 20 contains 15573 members 
Mstep: Class 21 contains 12464 members 
Mstep: Class 22 contains 12788 members 
Mstep: Class 23 contains 11897 members 
Mstep: Class 24 contains 39370 members 
Mstep: Class 25 contains 6521 members 
Mstep: Class 26 contains 1354 members 
Mstep: Class 27 contains 1621 members 
Mstep: Class 28 contains 1547 members 
Mstep: Class 29 contains 35702 members 
Mstep: Class 30 contains 9709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694556.000000 Penalty: 94338.273438
Iteration 80F: 31 clusters Score -3.569456e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6039 members 
Mstep: Class 3 contains 5471 members 
Mstep: Class 4 contains 32085 members 
Mstep: Class 5 contains 2768 members 
Mstep: Class 6 contains 4505 members 
Mstep: Class 7 contains 7009 members 
Mstep: Class 8 contains 27064 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 6478 members 
Mstep: Class 11 contains 1483 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 14916 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 9086 members 
Mstep: Class 16 contains 5303 members 
Mstep: Class 17 contains 4557 members 
Mstep: Class 18 contains 8476 members 
Mstep: Class 19 contains 10224 members 
Mstep: Class 20 contains 15394 members 
Mstep: Class 21 contains 12327 members 
Mstep: Class 22 contains 12710 members 
Mstep: Class 23 contains 11866 members 
Mstep: Class 24 contains 39144 members 
Mstep: Class 25 contains 6550 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 1700 members 
Mstep: Class 28 contains 1803 members 
Mstep: Class 29 contains 35916 members 
Mstep: Class 30 contains 9998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35695684.000000 Penalty: 94338.273438
Iteration 81Q: 31 clusters Score -3.569568e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 5580 members 
Mstep: Class 4 contains 32018 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 4594 members 
Mstep: Class 7 contains 7069 members 
Mstep: Class 8 contains 26739 members 
Mstep: Class 9 contains 8863 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 1501 members 
Mstep: Class 12 contains 11344 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 3924 members 
Mstep: Class 15 contains 9018 members 
Mstep: Class 16 contains 5320 members 
Mstep: Class 17 contains 4649 members 
Mstep: Class 18 contains 8420 members 
Mstep: Class 19 contains 10255 members 
Mstep: Class 20 contains 15314 members 
Mstep: Class 21 contains 12209 members 
Mstep: Class 22 contains 12645 members 
Mstep: Class 23 contains 11861 members 
Mstep: Class 24 contains 38972 members 
Mstep: Class 25 contains 6562 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 1718 members 
Mstep: Class 28 contains 1971 members 
Mstep: Class 29 contains 36022 members 
Mstep: Class 30 contains 10119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35696212.000000 Penalty: 94338.273438
Iteration 82Q: 31 clusters Score -3.569621e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6047 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 32008 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 7122 members 
Mstep: Class 8 contains 26403 members 
Mstep: Class 9 contains 8875 members 
Mstep: Class 10 contains 6586 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 11343 members 
Mstep: Class 13 contains 14916 members 
Mstep: Class 14 contains 3927 members 
Mstep: Class 15 contains 8946 members 
Mstep: Class 16 contains 5328 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 8356 members 
Mstep: Class 19 contains 10269 members 
Mstep: Class 20 contains 15282 members 
Mstep: Class 21 contains 12097 members 
Mstep: Class 22 contains 12580 members 
Mstep: Class 23 contains 11864 members 
Mstep: Class 24 contains 38906 members 
Mstep: Class 25 contains 6568 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 1733 members 
Mstep: Class 28 contains 2137 members 
Mstep: Class 29 contains 36052 members 
Mstep: Class 30 contains 10230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35696680.000000 Penalty: 94338.273438
Iteration 83Q: 31 clusters Score -3.569668e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 5808 members 
Mstep: Class 4 contains 31975 members 
Mstep: Class 5 contains 2786 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 7164 members 
Mstep: Class 8 contains 26137 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 6610 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 11328 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 3929 members 
Mstep: Class 15 contains 8871 members 
Mstep: Class 16 contains 5335 members 
Mstep: Class 17 contains 4841 members 
Mstep: Class 18 contains 8286 members 
Mstep: Class 19 contains 10280 members 
Mstep: Class 20 contains 15287 members 
Mstep: Class 21 contains 11988 members 
Mstep: Class 22 contains 12532 members 
Mstep: Class 23 contains 11871 members 
Mstep: Class 24 contains 38871 members 
Mstep: Class 25 contains 6573 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 1736 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 36060 members 
Mstep: Class 30 contains 10305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35697120.000000 Penalty: 94338.273438
Iteration 84Q: 31 clusters Score -3.569712e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 5931 members 
Mstep: Class 4 contains 31949 members 
Mstep: Class 5 contains 2786 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 7191 members 
Mstep: Class 8 contains 25902 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 11317 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 3933 members 
Mstep: Class 15 contains 8797 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 4929 members 
Mstep: Class 18 contains 8223 members 
Mstep: Class 19 contains 10290 members 
Mstep: Class 20 contains 15296 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 12490 members 
Mstep: Class 23 contains 11875 members 
Mstep: Class 24 contains 38851 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 1375 members 
Mstep: Class 27 contains 1738 members 
Mstep: Class 28 contains 2361 members 
Mstep: Class 29 contains 36045 members 
Mstep: Class 30 contains 10366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35697480.000000 Penalty: 94338.273438
Iteration 85Q: 31 clusters Score -3.569748e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 6045 members 
Mstep: Class 4 contains 31921 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 4962 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 25675 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 10 contains 6638 members 
Mstep: Class 11 contains 1528 members 
Mstep: Class 12 contains 11293 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 3937 members 
Mstep: Class 15 contains 8729 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5016 members 
Mstep: Class 18 contains 8159 members 
Mstep: Class 19 contains 10316 members 
Mstep: Class 20 contains 15321 members 
Mstep: Class 21 contains 11798 members 
Mstep: Class 22 contains 12444 members 
Mstep: Class 23 contains 11891 members 
Mstep: Class 24 contains 38815 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 1373 members 
Mstep: Class 27 contains 1739 members 
Mstep: Class 28 contains 2458 members 
Mstep: Class 29 contains 36019 members 
Mstep: Class 30 contains 10413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35697736.000000 Penalty: 94338.273438
Iteration 86Q: 31 clusters Score -3.569774e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 6164 members 
Mstep: Class 4 contains 31885 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 5042 members 
Mstep: Class 7 contains 7234 members 
Mstep: Class 8 contains 25493 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 1530 members 
Mstep: Class 12 contains 11268 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 8662 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 5104 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 10332 members 
Mstep: Class 20 contains 15344 members 
Mstep: Class 21 contains 11723 members 
Mstep: Class 22 contains 12407 members 
Mstep: Class 23 contains 11906 members 
Mstep: Class 24 contains 38791 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 1375 members 
Mstep: Class 27 contains 1740 members 
Mstep: Class 28 contains 2523 members 
Mstep: Class 29 contains 35978 members 
Mstep: Class 30 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698036.000000 Penalty: 94338.273438
Iteration 87Q: 31 clusters Score -3.569804e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 6278 members 
Mstep: Class 4 contains 31849 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 5118 members 
Mstep: Class 7 contains 7256 members 
Mstep: Class 8 contains 25337 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 6685 members 
Mstep: Class 11 contains 1534 members 
Mstep: Class 12 contains 11247 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 3947 members 
Mstep: Class 15 contains 8615 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 8039 members 
Mstep: Class 19 contains 10348 members 
Mstep: Class 20 contains 15361 members 
Mstep: Class 21 contains 11630 members 
Mstep: Class 22 contains 12364 members 
Mstep: Class 23 contains 11920 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 6577 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 1740 members 
Mstep: Class 28 contains 2581 members 
Mstep: Class 29 contains 35947 members 
Mstep: Class 30 contains 10489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698300.000000 Penalty: 94338.273438
Iteration 88Q: 31 clusters Score -3.56983e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 31822 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 5200 members 
Mstep: Class 7 contains 7283 members 
Mstep: Class 8 contains 25173 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 6702 members 
Mstep: Class 11 contains 1537 members 
Mstep: Class 12 contains 11236 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 3956 members 
Mstep: Class 15 contains 8545 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 5217 members 
Mstep: Class 18 contains 7976 members 
Mstep: Class 19 contains 10350 members 
Mstep: Class 20 contains 15377 members 
Mstep: Class 21 contains 11540 members 
Mstep: Class 22 contains 12357 members 
Mstep: Class 23 contains 11939 members 
Mstep: Class 24 contains 38814 members 
Mstep: Class 25 contains 6575 members 
Mstep: Class 26 contains 1376 members 
Mstep: Class 27 contains 1745 members 
Mstep: Class 28 contains 2615 members 
Mstep: Class 29 contains 35934 members 
Mstep: Class 30 contains 10528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698588.000000 Penalty: 94338.273438
Iteration 89Q: 31 clusters Score -3.569859e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 6511 members 
Mstep: Class 4 contains 31810 members 
Mstep: Class 5 contains 2774 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 7305 members 
Mstep: Class 8 contains 25016 members 
Mstep: Class 9 contains 9113 members 
Mstep: Class 10 contains 6708 members 
Mstep: Class 11 contains 1541 members 
Mstep: Class 12 contains 11228 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 3958 members 
Mstep: Class 15 contains 8480 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5255 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 10352 members 
Mstep: Class 20 contains 15410 members 
Mstep: Class 21 contains 11451 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 38798 members 
Mstep: Class 25 contains 6570 members 
Mstep: Class 26 contains 1377 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 2651 members 
Mstep: Class 29 contains 35933 members 
Mstep: Class 30 contains 10559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698768.000000 Penalty: 94338.273438
Iteration 90Q: 31 clusters Score -3.569877e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 6621 members 
Mstep: Class 4 contains 31799 members 
Mstep: Class 5 contains 2772 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 7 contains 7330 members 
Mstep: Class 8 contains 24878 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 6714 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 11216 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 3965 members 
Mstep: Class 15 contains 8423 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 5284 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 10358 members 
Mstep: Class 20 contains 15441 members 
Mstep: Class 21 contains 11365 members 
Mstep: Class 22 contains 12308 members 
Mstep: Class 23 contains 11989 members 
Mstep: Class 24 contains 38805 members 
Mstep: Class 25 contains 6571 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 1750 members 
Mstep: Class 28 contains 2674 members 
Mstep: Class 29 contains 35932 members 
Mstep: Class 30 contains 10599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698908.000000 Penalty: 94338.273438
Iteration 91Q: 31 clusters Score -3.569891e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 31778 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 5449 members 
Mstep: Class 7 contains 7348 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 9138 members 
Mstep: Class 10 contains 6709 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 11196 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 3973 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 5317 members 
Mstep: Class 18 contains 7766 members 
Mstep: Class 19 contains 10369 members 
Mstep: Class 20 contains 15469 members 
Mstep: Class 21 contains 11310 members 
Mstep: Class 22 contains 12283 members 
Mstep: Class 23 contains 12010 members 
Mstep: Class 24 contains 38794 members 
Mstep: Class 25 contains 6564 members 
Mstep: Class 26 contains 1380 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 2697 members 
Mstep: Class 29 contains 35914 members 
Mstep: Class 30 contains 10643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698984.000000 Penalty: 94338.273438
Iteration 92Q: 31 clusters Score -3.569898e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 31771 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 7366 members 
Mstep: Class 8 contains 24614 members 
Mstep: Class 9 contains 9137 members 
Mstep: Class 10 contains 6703 members 
Mstep: Class 11 contains 1540 members 
Mstep: Class 12 contains 11205 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 3983 members 
Mstep: Class 15 contains 8321 members 
Mstep: Class 16 contains 5346 members 
Mstep: Class 17 contains 5344 members 
Mstep: Class 18 contains 7697 members 
Mstep: Class 19 contains 10370 members 
Mstep: Class 20 contains 15509 members 
Mstep: Class 21 contains 11249 members 
Mstep: Class 22 contains 12221 members 
Mstep: Class 23 contains 12034 members 
Mstep: Class 24 contains 38780 members 
Mstep: Class 25 contains 6561 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 35902 members 
Mstep: Class 30 contains 10679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699164.000000 Penalty: 94338.273438
Iteration 93Q: 31 clusters Score -3.569916e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 6967 members 
Mstep: Class 4 contains 31763 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 5646 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 24509 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 6695 members 
Mstep: Class 11 contains 1543 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 8277 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 5368 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 10369 members 
Mstep: Class 20 contains 15538 members 
Mstep: Class 21 contains 11207 members 
Mstep: Class 22 contains 12177 members 
Mstep: Class 23 contains 12053 members 
Mstep: Class 24 contains 38743 members 
Mstep: Class 25 contains 6561 members 
Mstep: Class 26 contains 1378 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 35892 members 
Mstep: Class 30 contains 10734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699156.000000 Penalty: 94338.273438
Iteration 94Q: 31 clusters Score -3.569916e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 31748 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 5724 members 
Mstep: Class 7 contains 7391 members 
Mstep: Class 8 contains 24404 members 
Mstep: Class 9 contains 9162 members 
Mstep: Class 10 contains 6681 members 
Mstep: Class 11 contains 1544 members 
Mstep: Class 12 contains 11204 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 8239 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 7568 members 
Mstep: Class 19 contains 10359 members 
Mstep: Class 20 contains 15552 members 
Mstep: Class 21 contains 11169 members 
Mstep: Class 22 contains 12144 members 
Mstep: Class 23 contains 12073 members 
Mstep: Class 24 contains 38730 members 
Mstep: Class 25 contains 6557 members 
Mstep: Class 26 contains 1381 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 2750 members 
Mstep: Class 29 contains 35885 members 
Mstep: Class 30 contains 10786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699284.000000 Penalty: 94338.273438
Iteration 95Q: 31 clusters Score -3.569928e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 7147 members 
Mstep: Class 4 contains 31734 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 5804 members 
Mstep: Class 7 contains 7407 members 
Mstep: Class 8 contains 24301 members 
Mstep: Class 9 contains 9180 members 
Mstep: Class 10 contains 6669 members 
Mstep: Class 11 contains 1545 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 3994 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5418 members 
Mstep: Class 18 contains 7507 members 
Mstep: Class 19 contains 10355 members 
Mstep: Class 20 contains 15568 members 
Mstep: Class 21 contains 11137 members 
Mstep: Class 22 contains 12106 members 
Mstep: Class 23 contains 12100 members 
Mstep: Class 24 contains 38702 members 
Mstep: Class 25 contains 6555 members 
Mstep: Class 26 contains 1381 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 2762 members 
Mstep: Class 29 contains 35873 members 
Mstep: Class 30 contains 10837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699320.000000 Penalty: 94338.273438
Iteration 96Q: 31 clusters Score -3.569932e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 31706 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 5893 members 
Mstep: Class 7 contains 7420 members 
Mstep: Class 8 contains 24225 members 
Mstep: Class 9 contains 9202 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 1547 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 3999 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 5346 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 10351 members 
Mstep: Class 20 contains 15579 members 
Mstep: Class 21 contains 11116 members 
Mstep: Class 22 contains 12071 members 
Mstep: Class 23 contains 12124 members 
Mstep: Class 24 contains 38676 members 
Mstep: Class 25 contains 6553 members 
Mstep: Class 26 contains 1382 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 2773 members 
Mstep: Class 29 contains 35867 members 
Mstep: Class 30 contains 10887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699384.000000 Penalty: 94338.273438
Iteration 97Q: 31 clusters Score -3.569938e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 7281 members 
Mstep: Class 4 contains 31684 members 
Mstep: Class 5 contains 2780 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 7 contains 7433 members 
Mstep: Class 8 contains 24126 members 
Mstep: Class 9 contains 9216 members 
Mstep: Class 10 contains 6656 members 
Mstep: Class 11 contains 1549 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 4003 members 
Mstep: Class 15 contains 8146 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 5447 members 
Mstep: Class 18 contains 7360 members 
Mstep: Class 19 contains 10351 members 
Mstep: Class 20 contains 15597 members 
Mstep: Class 21 contains 11086 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 12139 members 
Mstep: Class 24 contains 38651 members 
Mstep: Class 25 contains 6551 members 
Mstep: Class 26 contains 1383 members 
Mstep: Class 27 contains 1761 members 
Mstep: Class 28 contains 2790 members 
Mstep: Class 29 contains 35872 members 
Mstep: Class 30 contains 10947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699416.000000 Penalty: 94338.273438
Iteration 98Q: 31 clusters Score -3.569942e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 7363 members 
Mstep: Class 4 contains 31666 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 6055 members 
Mstep: Class 7 contains 7442 members 
Mstep: Class 8 contains 24058 members 
Mstep: Class 9 contains 9215 members 
Mstep: Class 10 contains 6655 members 
Mstep: Class 11 contains 1551 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 4008 members 
Mstep: Class 15 contains 8119 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 5457 members 
Mstep: Class 18 contains 7291 members 
Mstep: Class 19 contains 10346 members 
Mstep: Class 20 contains 15617 members 
Mstep: Class 21 contains 11063 members 
Mstep: Class 22 contains 12001 members 
Mstep: Class 23 contains 12153 members 
Mstep: Class 24 contains 38619 members 
Mstep: Class 25 contains 6552 members 
Mstep: Class 26 contains 1383 members 
Mstep: Class 27 contains 1762 members 
Mstep: Class 28 contains 2801 members 
Mstep: Class 29 contains 35863 members 
Mstep: Class 30 contains 10999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699724.000000 Penalty: 94338.273438
Iteration 99Q: 31 clusters Score -3.569972e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6056 members 
Mstep: Class 3 contains 7448 members 
Mstep: Class 4 contains 31651 members 
Mstep: Class 5 contains 2777 members 
Mstep: Class 6 contains 6131 members 
Mstep: Class 7 contains 7454 members 
Mstep: Class 8 contains 23993 members 
Mstep: Class 9 contains 9214 members 
Mstep: Class 10 contains 6654 members 
Mstep: Class 11 contains 1553 members 
Mstep: Class 12 contains 11214 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 4014 members 
Mstep: Class 15 contains 8097 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 5464 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 10337 members 
Mstep: Class 20 contains 15632 members 
Mstep: Class 21 contains 11041 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 12167 members 
Mstep: Class 24 contains 38578 members 
Mstep: Class 25 contains 6551 members 
Mstep: Class 26 contains 1384 members 
Mstep: Class 27 contains 1763 members 
Mstep: Class 28 contains 2808 members 
Mstep: Class 29 contains 35862 members 
Mstep: Class 30 contains 11056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699960.000000 Penalty: 94338.273438
Iteration 100F: 31 clusters Score -3.569996e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 31634 members 
Mstep: Class 5 contains 2776 members 
Mstep: Class 6 contains 6195 members 
Mstep: Class 7 contains 7466 members 
Mstep: Class 8 contains 23882 members 
Mstep: Class 9 contains 9219 members 
Mstep: Class 10 contains 6653 members 
Mstep: Class 11 contains 1555 members 
Mstep: Class 12 contains 11216 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 4017 members 
Mstep: Class 15 contains 8083 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 5469 members 
Mstep: Class 18 contains 7146 members 
Mstep: Class 19 contains 10337 members 
Mstep: Class 20 contains 15655 members 
Mstep: Class 21 contains 11025 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 12173 members 
Mstep: Class 24 contains 38555 members 
Mstep: Class 25 contains 6549 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 1763 members 
Mstep: Class 28 contains 2851 members 
Mstep: Class 29 contains 35860 members 
Mstep: Class 30 contains 11108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700040.000000 Penalty: 94338.273438
Iteration 101Q: 31 clusters Score -3.570004e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 7614 members 
Mstep: Class 4 contains 31616 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 6246 members 
Mstep: Class 7 contains 7478 members 
Mstep: Class 8 contains 23784 members 
Mstep: Class 9 contains 9235 members 
Mstep: Class 10 contains 6648 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 11211 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 4024 members 
Mstep: Class 15 contains 8072 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 5478 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 10340 members 
Mstep: Class 20 contains 15652 members 
Mstep: Class 21 contains 11003 members 
Mstep: Class 22 contains 11895 members 
Mstep: Class 23 contains 12182 members 
Mstep: Class 24 contains 38506 members 
Mstep: Class 25 contains 6550 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 2887 members 
Mstep: Class 29 contains 35861 members 
Mstep: Class 30 contains 11178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700256.000000 Penalty: 94338.273438
Iteration 102Q: 31 clusters Score -3.570026e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 31606 members 
Mstep: Class 5 contains 2780 members 
Mstep: Class 6 contains 6285 members 
Mstep: Class 7 contains 7490 members 
Mstep: Class 8 contains 23693 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 6645 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 15 contains 8056 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 5483 members 
Mstep: Class 18 contains 7029 members 
Mstep: Class 19 contains 10341 members 
Mstep: Class 20 contains 15657 members 
Mstep: Class 21 contains 11003 members 
Mstep: Class 22 contains 11874 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 38493 members 
Mstep: Class 25 contains 6548 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1763 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 35855 members 
Mstep: Class 30 contains 11239 members 
Entering Unmasked Estep 
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Score: -35700232.000000 Penalty: 94338.273438
Iteration 103Q: 31 clusters Score -3.570023e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 7732 members 
Mstep: Class 4 contains 31601 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 7503 members 
Mstep: Class 8 contains 23622 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 6636 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 11176 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 8045 members 
Mstep: Class 16 contains 5348 members 
Mstep: Class 17 contains 5492 members 
Mstep: Class 18 contains 6984 members 
Mstep: Class 19 contains 10336 members 
Mstep: Class 20 contains 15658 members 
Mstep: Class 21 contains 11005 members 
Mstep: Class 22 contains 11854 members 
Mstep: Class 23 contains 12196 members 
Mstep: Class 24 contains 38480 members 
Mstep: Class 25 contains 6544 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 2944 members 
Mstep: Class 29 contains 35849 members 
Mstep: Class 30 contains 11305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700272.000000 Penalty: 94338.273438
Iteration 104Q: 31 clusters Score -3.570027e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 31600 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 7513 members 
Mstep: Class 8 contains 23557 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 11167 members 
Mstep: Class 13 contains 14921 members 
Mstep: Class 14 contains 4036 members 
Mstep: Class 15 contains 8030 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 5501 members 
Mstep: Class 18 contains 6948 members 
Mstep: Class 19 contains 10331 members 
Mstep: Class 20 contains 15670 members 
Mstep: Class 21 contains 11001 members 
Mstep: Class 22 contains 11838 members 
Mstep: Class 23 contains 12204 members 
Mstep: Class 24 contains 38456 members 
Mstep: Class 25 contains 6544 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1766 members 
Mstep: Class 28 contains 2968 members 
Mstep: Class 29 contains 35845 members 
Mstep: Class 30 contains 11364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700372.000000 Penalty: 94338.273438
Iteration 105Q: 31 clusters Score -3.570037e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 7785 members 
Mstep: Class 4 contains 31587 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 7519 members 
Mstep: Class 8 contains 23510 members 
Mstep: Class 9 contains 9227 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 14923 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 8025 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 5507 members 
Mstep: Class 18 contains 6919 members 
Mstep: Class 19 contains 10327 members 
Mstep: Class 20 contains 15676 members 
Mstep: Class 21 contains 10986 members 
Mstep: Class 22 contains 11816 members 
Mstep: Class 23 contains 12209 members 
Mstep: Class 24 contains 38430 members 
Mstep: Class 25 contains 6544 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 2988 members 
Mstep: Class 29 contains 35854 members 
Mstep: Class 30 contains 11408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700464.000000 Penalty: 94338.273438
Iteration 106Q: 31 clusters Score -3.570046e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 7821 members 
Mstep: Class 4 contains 31577 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 7523 members 
Mstep: Class 8 contains 23465 members 
Mstep: Class 9 contains 9234 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 11156 members 
Mstep: Class 13 contains 14921 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 8017 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 5503 members 
Mstep: Class 18 contains 6890 members 
Mstep: Class 19 contains 10323 members 
Mstep: Class 20 contains 15683 members 
Mstep: Class 21 contains 10978 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12217 members 
Mstep: Class 24 contains 38404 members 
Mstep: Class 25 contains 6542 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 3002 members 
Mstep: Class 29 contains 35870 members 
Mstep: Class 30 contains 11444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700492.000000 Penalty: 94338.273438
Iteration 107Q: 31 clusters Score -3.570049e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 7842 members 
Mstep: Class 4 contains 31584 members 
Mstep: Class 5 contains 2786 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 7525 members 
Mstep: Class 8 contains 23429 members 
Mstep: Class 9 contains 9239 members 
Mstep: Class 10 contains 6602 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 11143 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 4039 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 5346 members 
Mstep: Class 17 contains 5501 members 
Mstep: Class 18 contains 6864 members 
Mstep: Class 19 contains 10327 members 
Mstep: Class 20 contains 15694 members 
Mstep: Class 21 contains 10979 members 
Mstep: Class 22 contains 11773 members 
Mstep: Class 23 contains 12224 members 
Mstep: Class 24 contains 38382 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 35877 members 
Mstep: Class 30 contains 11485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700424.000000 Penalty: 94338.273438
Iteration 108Q: 31 clusters Score -3.570042e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 7878 members 
Mstep: Class 4 contains 31583 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6472 members 
Mstep: Class 7 contains 7530 members 
Mstep: Class 8 contains 23401 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 11129 members 
Mstep: Class 13 contains 14921 members 
Mstep: Class 14 contains 4041 members 
Mstep: Class 15 contains 8000 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5501 members 
Mstep: Class 18 contains 6843 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 15707 members 
Mstep: Class 21 contains 10975 members 
Mstep: Class 22 contains 11768 members 
Mstep: Class 23 contains 12231 members 
Mstep: Class 24 contains 38342 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 3021 members 
Mstep: Class 29 contains 35874 members 
Mstep: Class 30 contains 11518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700324.000000 Penalty: 94338.273438
Iteration 109Q: 31 clusters Score -3.570032e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6059 members 
Mstep: Class 3 contains 7896 members 
Mstep: Class 4 contains 31580 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6497 members 
Mstep: Class 7 contains 7535 members 
Mstep: Class 8 contains 23379 members 
Mstep: Class 9 contains 9239 members 
Mstep: Class 10 contains 6580 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 14921 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 15 contains 7996 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5500 members 
Mstep: Class 18 contains 6819 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 15708 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 12234 members 
Mstep: Class 24 contains 38321 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 3026 members 
Mstep: Class 29 contains 35881 members 
Mstep: Class 30 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700444.000000 Penalty: 94338.273438
Iteration 110Q: 31 clusters Score -3.570044e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6058 members 
Mstep: Class 3 contains 7915 members 
Mstep: Class 4 contains 31582 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 7538 members 
Mstep: Class 8 contains 23345 members 
Mstep: Class 9 contains 9237 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 11113 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 15 contains 7986 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5502 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 15715 members 
Mstep: Class 21 contains 10969 members 
Mstep: Class 22 contains 11753 members 
Mstep: Class 23 contains 12238 members 
Mstep: Class 24 contains 38313 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 3031 members 
Mstep: Class 29 contains 35885 members 
Mstep: Class 30 contains 11595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700500.000000 Penalty: 94338.273438
Iteration 111Q: 31 clusters Score -3.57005e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 7932 members 
Mstep: Class 4 contains 31582 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6536 members 
Mstep: Class 7 contains 7541 members 
Mstep: Class 8 contains 23316 members 
Mstep: Class 9 contains 9238 members 
Mstep: Class 10 contains 6558 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 11104 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 4045 members 
Mstep: Class 15 contains 7976 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5500 members 
Mstep: Class 18 contains 6780 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 15718 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 12240 members 
Mstep: Class 24 contains 38307 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 3035 members 
Mstep: Class 29 contains 35886 members 
Mstep: Class 30 contains 11635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700512.000000 Penalty: 94338.273438
Iteration 112Q: 31 clusters Score -3.570051e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 7948 members 
Mstep: Class 4 contains 31582 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 7547 members 
Mstep: Class 8 contains 23286 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 11101 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 4046 members 
Mstep: Class 15 contains 7961 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5505 members 
Mstep: Class 18 contains 6754 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 15718 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 12246 members 
Mstep: Class 24 contains 38315 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 3042 members 
Mstep: Class 29 contains 35879 members 
Mstep: Class 30 contains 11672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700588.000000 Penalty: 94338.273438
Iteration 113Q: 31 clusters Score -3.570059e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6057 members 
Mstep: Class 3 contains 7965 members 
Mstep: Class 4 contains 31591 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 7552 members 
Mstep: Class 8 contains 23254 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 11100 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 4050 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5515 members 
Mstep: Class 18 contains 6736 members 
Mstep: Class 19 contains 10337 members 
Mstep: Class 20 contains 15721 members 
Mstep: Class 21 contains 10964 members 
Mstep: Class 22 contains 11734 members 
Mstep: Class 23 contains 12248 members 
Mstep: Class 24 contains 38318 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1764 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 35872 members 
Mstep: Class 30 contains 11705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700472.000000 Penalty: 94338.273438
Iteration 114Q: 31 clusters Score -3.570047e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6053 members 
Mstep: Class 3 contains 7974 members 
Mstep: Class 4 contains 31590 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 7555 members 
Mstep: Class 8 contains 23223 members 
Mstep: Class 9 contains 9195 members 
Mstep: Class 10 contains 6534 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 11103 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 4056 members 
Mstep: Class 15 contains 7942 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 6715 members 
Mstep: Class 19 contains 10341 members 
Mstep: Class 20 contains 15733 members 
Mstep: Class 21 contains 10963 members 
Mstep: Class 22 contains 11736 members 
Mstep: Class 23 contains 12247 members 
Mstep: Class 24 contains 38309 members 
Mstep: Class 25 contains 6538 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 3065 members 
Mstep: Class 29 contains 35868 members 
Mstep: Class 30 contains 11737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700508.000000 Penalty: 94338.273438
Iteration 115Q: 31 clusters Score -3.570051e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 31589 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 7559 members 
Mstep: Class 8 contains 23198 members 
Mstep: Class 9 contains 9189 members 
Mstep: Class 10 contains 6530 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 11106 members 
Mstep: Class 13 contains 14916 members 
Mstep: Class 14 contains 4057 members 
Mstep: Class 15 contains 7937 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 6689 members 
Mstep: Class 19 contains 10341 members 
Mstep: Class 20 contains 15743 members 
Mstep: Class 21 contains 10955 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 12247 members 
Mstep: Class 24 contains 38306 members 
Mstep: Class 25 contains 6538 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1765 members 
Mstep: Class 28 contains 3075 members 
Mstep: Class 29 contains 35871 members 
Mstep: Class 30 contains 11773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700512.000000 Penalty: 94338.273438
Iteration 116Q: 31 clusters Score -3.570051e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 3 contains 7989 members 
Mstep: Class 4 contains 31587 members 
Mstep: Class 5 contains 2791 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 7562 members 
Mstep: Class 8 contains 23179 members 
Mstep: Class 9 contains 9186 members 
Mstep: Class 10 contains 6524 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 11101 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 4061 members 
Mstep: Class 15 contains 7930 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 6661 members 
Mstep: Class 19 contains 10347 members 
Mstep: Class 20 contains 15746 members 
Mstep: Class 21 contains 10958 members 
Mstep: Class 22 contains 11757 members 
Mstep: Class 23 contains 12246 members 
Mstep: Class 24 contains 38296 members 
Mstep: Class 25 contains 6538 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1766 members 
Mstep: Class 28 contains 3083 members 
Mstep: Class 29 contains 35870 members 
Mstep: Class 30 contains 11807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700460.000000 Penalty: 94338.273438
Iteration 117Q: 31 clusters Score -3.570046e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6043 members 
Mstep: Class 3 contains 7998 members 
Mstep: Class 4 contains 31572 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 23154 members 
Mstep: Class 9 contains 9181 members 
Mstep: Class 10 contains 6516 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11091 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7924 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 6640 members 
Mstep: Class 19 contains 10358 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 10963 members 
Mstep: Class 22 contains 11768 members 
Mstep: Class 23 contains 12245 members 
Mstep: Class 24 contains 38284 members 
Mstep: Class 25 contains 6538 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 35872 members 
Mstep: Class 30 contains 11835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700468.000000 Penalty: 94338.273438
Iteration 118Q: 31 clusters Score -3.570047e+07 nChanged 162
Entering ConstructFrom: 
Score: -35700468.000000 Penalty: 94338.273438
Entering ConstructFrom: 
Trying to split cluster 1 (2846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Entering Unmasked Estep 
Score: -307765.062500 Penalty: 1972.510010
	Iteration 0F: 2 clusters Score -307765.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -304668.500000 Penalty: 3945.020020
	Iteration 0F: 3 clusters Score -304668.5 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -305308.437500 Penalty: 3945.020020
	Iteration 1F: 3 clusters Score -305308.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -305516.093750 Penalty: 3945.020020
	Iteration 2F: 3 clusters Score -305516.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -305716.718750 Penalty: 3945.020020
	Iteration 3F: 3 clusters Score -305716.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -306044.281250 Penalty: 3945.020020
	Iteration 4F: 3 clusters Score -306044.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -306340.125000 Penalty: 3945.020020
	Iteration 5F: 3 clusters Score -306340.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -306597.968750 Penalty: 3945.020020
	Iteration 6F: 3 clusters Score -306598 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -306797.656250 Penalty: 3945.020020
	Iteration 7F: 3 clusters Score -306797.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -306911.281250 Penalty: 3945.020020
	Iteration 8Q: 3 clusters Score -306911.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -306988.125000 Penalty: 3945.020020
	Iteration 9Q: 3 clusters Score -306988.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -307039.250000 Penalty: 3945.020020
	Iteration 10Q: 3 clusters Score -307039.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -307073.968750 Penalty: 3945.020020
	Iteration 11Q: 3 clusters Score -307074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -307092.062500 Penalty: 3945.020020
	Iteration 12Q: 3 clusters Score -307092.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -307102.906250 Penalty: 3945.020020
	Iteration 13Q: 3 clusters Score -307102.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -307120.812500 Penalty: 3945.020020
	Iteration 14Q: 3 clusters Score -307120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -307132.343750 Penalty: 3945.020020
	Iteration 15Q: 3 clusters Score -307132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -307137.718750 Penalty: 3945.020020
	Iteration 16Q: 3 clusters Score -307137.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -307142.156250 Penalty: 3945.020020
	Iteration 17Q: 3 clusters Score -307142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -307144.312500 Penalty: 3945.020020
	Iteration 18Q: 3 clusters Score -307144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -307144.312500 Penalty: 3945.020020
	Iteration 19F: 3 clusters Score -307144.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Entering Unmasked Estep 
Score: -483036.812500 Penalty: 2159.168457
	Iteration 0F: 2 clusters Score -483036.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -477947.656250 Penalty: 4318.336914
	Iteration 0F: 3 clusters Score -477947.7 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -479661.406250 Penalty: 4318.336914
	Iteration 1F: 3 clusters Score -479661.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -480582.000000 Penalty: 4318.336914
	Iteration 2F: 3 clusters Score -480582 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -481711.187500 Penalty: 4318.336914
	Iteration 3F: 3 clusters Score -481711.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -482609.843750 Penalty: 4318.336914
	Iteration 4F: 3 clusters Score -482609.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -483086.343750 Penalty: 4318.336914
	Iteration 5F: 3 clusters Score -483086.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -483325.437500 Penalty: 4318.336914
	Iteration 6Q: 3 clusters Score -483325.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -483421.843750 Penalty: 4318.336914
	Iteration 7Q: 3 clusters Score -483421.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -483468.875000 Penalty: 4318.336914
	Iteration 8Q: 3 clusters Score -483468.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -483501.312500 Penalty: 4318.336914
	Iteration 9Q: 3 clusters Score -483501.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -483524.625000 Penalty: 4318.336914
	Iteration 10Q: 3 clusters Score -483524.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -483540.812500 Penalty: 4318.336914
	Iteration 11Q: 3 clusters Score -483540.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -483549.968750 Penalty: 4318.336914
	Iteration 12Q: 3 clusters Score -483550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -483558.812500 Penalty: 4318.336914
	Iteration 13Q: 3 clusters Score -483558.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -483567.500000 Penalty: 4318.336914
	Iteration 14Q: 3 clusters Score -483567.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -483575.250000 Penalty: 4318.336914
	Iteration 15Q: 3 clusters Score -483575.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -483580.312500 Penalty: 4318.336914
	Iteration 16Q: 3 clusters Score -483580.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -483586.468750 Penalty: 4318.336914
	Iteration 17Q: 3 clusters Score -483586.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -483591.750000 Penalty: 4318.336914
	Iteration 18Q: 3 clusters Score -483591.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -483598.218750 Penalty: 4318.336914
	Iteration 19Q: 3 clusters Score -483598.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -483606.656250 Penalty: 4318.336914
	Iteration 20F: 3 clusters Score -483606.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -483611.968750 Penalty: 4318.336914
	Iteration 21Q: 3 clusters Score -483612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -483619.375000 Penalty: 4318.336914
	Iteration 22Q: 3 clusters Score -483619.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -483624.062500 Penalty: 4318.336914
	Iteration 23Q: 3 clusters Score -483624.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -483626.375000 Penalty: 4318.336914
	Iteration 24Q: 3 clusters Score -483626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -483627.968750 Penalty: 4318.336914
	Iteration 25Q: 3 clusters Score -483628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -483629.843750 Penalty: 4318.336914
	Iteration 26Q: 3 clusters Score -483629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -483631.625000 Penalty: 4318.336914
	Iteration 27Q: 3 clusters Score -483631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -483632.625000 Penalty: 4318.336914
	Iteration 28Q: 3 clusters Score -483632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -483632.812500 Penalty: 4318.336914
	Iteration 29Q: 3 clusters Score -483632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -483633.062500 Penalty: 4318.336914
	Iteration 30Q: 3 clusters Score -483633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -483633.218750 Penalty: 4318.336914
	Iteration 31Q: 3 clusters Score -483633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -483635.625000 Penalty: 4318.336914
	Iteration 32Q: 3 clusters Score -483635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -483635.093750 Penalty: 4318.336914
	Iteration 33Q: 3 clusters Score -483635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -483637.031250 Penalty: 4318.336914
	Iteration 34Q: 3 clusters Score -483637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -483638.687500 Penalty: 4318.336914
	Iteration 35Q: 3 clusters Score -483638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -483638.937500 Penalty: 4318.336914
	Iteration 36Q: 3 clusters Score -483638.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -483641.593750 Penalty: 4318.336914
	Iteration 37Q: 3 clusters Score -483641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -483643.031250 Penalty: 4318.336914
	Iteration 38Q: 3 clusters Score -483643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -483644.000000 Penalty: 4318.336914
	Iteration 39Q: 3 clusters Score -483644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -483645.062500 Penalty: 4318.336914
	Iteration 40F: 3 clusters Score -483645.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -483648.500000 Penalty: 4318.336914
	Iteration 41Q: 3 clusters Score -483648.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -483651.468750 Penalty: 4318.336914
	Iteration 42Q: 3 clusters Score -483651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -483654.531250 Penalty: 4318.336914
	Iteration 43Q: 3 clusters Score -483654.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -483658.187500 Penalty: 4318.336914
	Iteration 44Q: 3 clusters Score -483658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -483661.000000 Penalty: 4318.336914
	Iteration 45Q: 3 clusters Score -483661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -483663.125000 Penalty: 4318.336914
	Iteration 46Q: 3 clusters Score -483663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -483664.281250 Penalty: 4318.336914
	Iteration 47Q: 3 clusters Score -483664.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -483664.281250 Penalty: 4318.336914
	Iteration 48F: 3 clusters Score -483664.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5206 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 31564 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 23134 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7916 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 10364 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 12243 members 
Mstep: Class 24 contains 38279 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 35869 members 
Mstep: Class 30 contains 11864 members 
Mstep: Class 31 contains 835 members 
Entering Unmasked Estep 
Score: -35700048.000000 Penalty: 97482.882812
Splitting cluster 2 changes total score from -35700468.000000 to -35700048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Entering Unmasked Estep 
Score: -930514.000000 Penalty: 2229.103760
	Iteration 0F: 2 clusters Score -930514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -924116.500000 Penalty: 4458.207520
	Iteration 0F: 3 clusters Score -924116.5 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -925950.937500 Penalty: 4458.207520
	Iteration 1F: 3 clusters Score -925950.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -926294.687500 Penalty: 4458.207520
	Iteration 2F: 3 clusters Score -926294.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -926615.437500 Penalty: 4458.207520
	Iteration 3F: 3 clusters Score -926615.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -926998.125000 Penalty: 4458.207520
	Iteration 4F: 3 clusters Score -926998.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -927392.875000 Penalty: 4458.207520
	Iteration 5F: 3 clusters Score -927392.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -927806.312500 Penalty: 4458.207520
	Iteration 6F: 3 clusters Score -927806.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -928290.125000 Penalty: 4458.207520
	Iteration 7F: 3 clusters Score -928290.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -928795.500000 Penalty: 4458.207520
	Iteration 8F: 3 clusters Score -928795.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -929175.062500 Penalty: 4458.207520
	Iteration 9F: 3 clusters Score -929175.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -929395.875000 Penalty: 4458.207520
	Iteration 10Q: 3 clusters Score -929395.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -929579.812500 Penalty: 4458.207520
	Iteration 11Q: 3 clusters Score -929579.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -929734.437500 Penalty: 4458.207520
	Iteration 12Q: 3 clusters Score -929734.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -929848.000000 Penalty: 4458.207520
	Iteration 13Q: 3 clusters Score -929848 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -929948.812500 Penalty: 4458.207520
	Iteration 14Q: 3 clusters Score -929948.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -930023.312500 Penalty: 4458.207520
	Iteration 15Q: 3 clusters Score -930023.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -930075.625000 Penalty: 4458.207520
	Iteration 16Q: 3 clusters Score -930075.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -930111.625000 Penalty: 4458.207520
	Iteration 17Q: 3 clusters Score -930111.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -930128.562500 Penalty: 4458.207520
	Iteration 18Q: 3 clusters Score -930128.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -930143.375000 Penalty: 4458.207520
	Iteration 19Q: 3 clusters Score -930143.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -930152.812500 Penalty: 4458.207520
	Iteration 20F: 3 clusters Score -930152.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -930167.312500 Penalty: 4458.207520
	Iteration 21Q: 3 clusters Score -930167.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -930176.187500 Penalty: 4458.207520
	Iteration 22Q: 3 clusters Score -930176.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -930188.000000 Penalty: 4458.207520
	Iteration 23Q: 3 clusters Score -930188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -930197.375000 Penalty: 4458.207520
	Iteration 24Q: 3 clusters Score -930197.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -930216.687500 Penalty: 4458.207520
	Iteration 25Q: 3 clusters Score -930216.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -930233.812500 Penalty: 4458.207520
	Iteration 26Q: 3 clusters Score -930233.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -930250.437500 Penalty: 4458.207520
	Iteration 27Q: 3 clusters Score -930250.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -930265.562500 Penalty: 4458.207520
	Iteration 28Q: 3 clusters Score -930265.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -930279.562500 Penalty: 4458.207520
	Iteration 29Q: 3 clusters Score -930279.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -930289.500000 Penalty: 4458.207520
	Iteration 30Q: 3 clusters Score -930289.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -930297.625000 Penalty: 4458.207520
	Iteration 31Q: 3 clusters Score -930297.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -930304.562500 Penalty: 4458.207520
	Iteration 32Q: 3 clusters Score -930304.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -930309.312500 Penalty: 4458.207520
	Iteration 33Q: 3 clusters Score -930309.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -930311.687500 Penalty: 4458.207520
	Iteration 34Q: 3 clusters Score -930311.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -930315.000000 Penalty: 4458.207520
	Iteration 35Q: 3 clusters Score -930315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -930319.000000 Penalty: 4458.207520
	Iteration 36Q: 3 clusters Score -930319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -930321.250000 Penalty: 4458.207520
	Iteration 37Q: 3 clusters Score -930321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -930320.437500 Penalty: 4458.207520
	Iteration 38Q: 3 clusters Score -930320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -930323.625000 Penalty: 4458.207520
	Iteration 39Q: 3 clusters Score -930323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -930322.625000 Penalty: 4458.207520
	Iteration 40F: 3 clusters Score -930322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -930324.312500 Penalty: 4458.207520
	Iteration 41Q: 3 clusters Score -930324.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -930325.562500 Penalty: 4458.207520
	Iteration 42Q: 3 clusters Score -930325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -930325.250000 Penalty: 4458.207520
	Iteration 43Q: 3 clusters Score -930325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -930325.750000 Penalty: 4458.207520
	Iteration 44Q: 3 clusters Score -930325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -930325.750000 Penalty: 4458.207520
	Iteration 45F: 3 clusters Score -930325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Entering Unmasked Estep 
Score: -3787063.750000 Penalty: 2569.223633
	Iteration 0F: 2 clusters Score -3787064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3765457.000000 Penalty: 5138.447266
	Iteration 0F: 3 clusters Score -3765457 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3773245.500000 Penalty: 5138.447266
	Iteration 1F: 3 clusters Score -3773246 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3773806.250000 Penalty: 5138.447266
	Iteration 2Q: 3 clusters Score -3773806 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3774376.000000 Penalty: 5138.447266
	Iteration 3Q: 3 clusters Score -3774376 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3774995.500000 Penalty: 5138.447266
	Iteration 4Q: 3 clusters Score -3774996 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3775778.750000 Penalty: 5138.447266
	Iteration 5F: 3 clusters Score -3775779 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3776817.000000 Penalty: 5138.447266
	Iteration 6F: 3 clusters Score -3776817 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3778021.750000 Penalty: 5138.447266
	Iteration 7F: 3 clusters Score -3778022 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3779288.750000 Penalty: 5138.447266
	Iteration 8F: 3 clusters Score -3779289 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3780477.000000 Penalty: 5138.447266
	Iteration 9F: 3 clusters Score -3780477 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3781446.250000 Penalty: 5138.447266
	Iteration 10Q: 3 clusters Score -3781446 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3782216.750000 Penalty: 5138.447266
	Iteration 11Q: 3 clusters Score -3782217 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3782775.500000 Penalty: 5138.447266
	Iteration 12Q: 3 clusters Score -3782776 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3783220.000000 Penalty: 5138.447266
	Iteration 13Q: 3 clusters Score -3783220 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3783541.500000 Penalty: 5138.447266
	Iteration 14Q: 3 clusters Score -3783542 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3783761.500000 Penalty: 5138.447266
	Iteration 15Q: 3 clusters Score -3783762 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3783953.250000 Penalty: 5138.447266
	Iteration 16Q: 3 clusters Score -3783953 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -3784111.500000 Penalty: 5138.447266
	Iteration 17Q: 3 clusters Score -3784112 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -3784251.250000 Penalty: 5138.447266
	Iteration 18Q: 3 clusters Score -3784251 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -3784396.000000 Penalty: 5138.447266
	Iteration 19Q: 3 clusters Score -3784396 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3784508.000000 Penalty: 5138.447266
	Iteration 20F: 3 clusters Score -3784508 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -3784602.500000 Penalty: 5138.447266
	Iteration 21Q: 3 clusters Score -3784602 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3784644.750000 Penalty: 5138.447266
	Iteration 22Q: 3 clusters Score -3784645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3784685.000000 Penalty: 5138.447266
	Iteration 23Q: 3 clusters Score -3784685 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -3784734.250000 Penalty: 5138.447266
	Iteration 24Q: 3 clusters Score -3784734 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -3784765.750000 Penalty: 5138.447266
	Iteration 25Q: 3 clusters Score -3784766 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3784803.000000 Penalty: 5138.447266
	Iteration 26Q: 3 clusters Score -3784803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -3784820.750000 Penalty: 5138.447266
	Iteration 27Q: 3 clusters Score -3784821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3784834.250000 Penalty: 5138.447266
	Iteration 28Q: 3 clusters Score -3784834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3784860.500000 Penalty: 5138.447266
	Iteration 29Q: 3 clusters Score -3784860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3784884.250000 Penalty: 5138.447266
	Iteration 30Q: 3 clusters Score -3784884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3784915.250000 Penalty: 5138.447266
	Iteration 31Q: 3 clusters Score -3784915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3784933.000000 Penalty: 5138.447266
	Iteration 32Q: 3 clusters Score -3784933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -3784948.750000 Penalty: 5138.447266
	Iteration 33Q: 3 clusters Score -3784949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -3784968.000000 Penalty: 5138.447266
	Iteration 34Q: 3 clusters Score -3784968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -3784987.000000 Penalty: 5138.447266
	Iteration 35Q: 3 clusters Score -3784987 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -3784989.250000 Penalty: 5138.447266
	Iteration 36Q: 3 clusters Score -3784989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3785006.500000 Penalty: 5138.447266
	Iteration 37Q: 3 clusters Score -3785006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3785008.250000 Penalty: 5138.447266
	Iteration 38Q: 3 clusters Score -3785008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -3785023.500000 Penalty: 5138.447266
	Iteration 39Q: 3 clusters Score -3785024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3785027.750000 Penalty: 5138.447266
	Iteration 40F: 3 clusters Score -3785028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3785036.750000 Penalty: 5138.447266
	Iteration 41Q: 3 clusters Score -3785037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3785042.750000 Penalty: 5138.447266
	Iteration 42Q: 3 clusters Score -3785043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3785051.250000 Penalty: 5138.447266
	Iteration 43Q: 3 clusters Score -3785051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3785050.750000 Penalty: 5138.447266
	Iteration 44Q: 3 clusters Score -3785051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -3785057.500000 Penalty: 5138.447266
	Iteration 45Q: 3 clusters Score -3785058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3785055.500000 Penalty: 5138.447266
	Iteration 46Q: 3 clusters Score -3785056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3785055.000000 Penalty: 5138.447266
	Iteration 47Q: 3 clusters Score -3785055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3785056.000000 Penalty: 5138.447266
	Iteration 48Q: 3 clusters Score -3785056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3785055.000000 Penalty: 5138.447266
	Iteration 49Q: 3 clusters Score -3785055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3785056.750000 Penalty: 5138.447266
	Iteration 50Q: 3 clusters Score -3785057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -3785056.750000 Penalty: 5138.447266
	Iteration 51F: 3 clusters Score -3785057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Entering Unmasked Estep 
Score: -329730.437500 Penalty: 1967.759399
	Iteration 0F: 2 clusters Score -329730.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -326575.062500 Penalty: 3935.518799
	Iteration 0F: 3 clusters Score -326575.1 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -327154.843750 Penalty: 3935.518799
	Iteration 1F: 3 clusters Score -327154.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -327323.500000 Penalty: 3935.518799
	Iteration 2F: 3 clusters Score -327323.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -327446.875000 Penalty: 3935.518799
	Iteration 3F: 3 clusters Score -327446.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -327553.250000 Penalty: 3935.518799
	Iteration 4Q: 3 clusters Score -327553.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -327651.000000 Penalty: 3935.518799
	Iteration 5Q: 3 clusters Score -327651 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -327728.156250 Penalty: 3935.518799
	Iteration 6Q: 3 clusters Score -327728.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -327776.531250 Penalty: 3935.518799
	Iteration 7Q: 3 clusters Score -327776.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -327821.781250 Penalty: 3935.518799
	Iteration 8Q: 3 clusters Score -327821.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -327855.156250 Penalty: 3935.518799
	Iteration 9Q: 3 clusters Score -327855.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -327874.781250 Penalty: 3935.518799
	Iteration 10Q: 3 clusters Score -327874.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -327886.531250 Penalty: 3935.518799
	Iteration 11Q: 3 clusters Score -327886.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -327904.062500 Penalty: 3935.518799
	Iteration 12Q: 3 clusters Score -327904.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -327916.500000 Penalty: 3935.518799
	Iteration 13Q: 3 clusters Score -327916.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -327929.593750 Penalty: 3935.518799
	Iteration 14Q: 3 clusters Score -327929.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -327939.500000 Penalty: 3935.518799
	Iteration 15Q: 3 clusters Score -327939.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -327948.750000 Penalty: 3935.518799
	Iteration 16Q: 3 clusters Score -327948.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -327957.406250 Penalty: 3935.518799
	Iteration 17Q: 3 clusters Score -327957.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -327965.562500 Penalty: 3935.518799
	Iteration 18Q: 3 clusters Score -327965.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -327972.343750 Penalty: 3935.518799
	Iteration 19Q: 3 clusters Score -327972.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -327979.750000 Penalty: 3935.518799
	Iteration 20F: 3 clusters Score -327979.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -327988.468750 Penalty: 3935.518799
	Iteration 21Q: 3 clusters Score -327988.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -327996.437500 Penalty: 3935.518799
	Iteration 22Q: 3 clusters Score -327996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -328001.156250 Penalty: 3935.518799
	Iteration 23Q: 3 clusters Score -328001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -328006.343750 Penalty: 3935.518799
	Iteration 24Q: 3 clusters Score -328006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -328008.781250 Penalty: 3935.518799
	Iteration 25Q: 3 clusters Score -328008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -328009.656250 Penalty: 3935.518799
	Iteration 26Q: 3 clusters Score -328009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -328009.656250 Penalty: 3935.518799
	Iteration 27F: 3 clusters Score -328009.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -778254.187500 Penalty: 2180.665283
	Iteration 0F: 2 clusters Score -778254.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -772761.625000 Penalty: 4361.330566
	Iteration 0F: 3 clusters Score -772761.6 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -774288.500000 Penalty: 4361.330566
	Iteration 1F: 3 clusters Score -774288.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -774551.000000 Penalty: 4361.330566
	Iteration 2F: 3 clusters Score -774551 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -774738.875000 Penalty: 4361.330566
	Iteration 3Q: 3 clusters Score -774738.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -774910.500000 Penalty: 4361.330566
	Iteration 4Q: 3 clusters Score -774910.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -775048.375000 Penalty: 4361.330566
	Iteration 5Q: 3 clusters Score -775048.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -775201.437500 Penalty: 4361.330566
	Iteration 6Q: 3 clusters Score -775201.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -775344.187500 Penalty: 4361.330566
	Iteration 7Q: 3 clusters Score -775344.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -775465.562500 Penalty: 4361.330566
	Iteration 8Q: 3 clusters Score -775465.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -775561.187500 Penalty: 4361.330566
	Iteration 9Q: 3 clusters Score -775561.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -775627.437500 Penalty: 4361.330566
	Iteration 10Q: 3 clusters Score -775627.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -775678.062500 Penalty: 4361.330566
	Iteration 11Q: 3 clusters Score -775678.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -775727.687500 Penalty: 4361.330566
	Iteration 12Q: 3 clusters Score -775727.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -775765.437500 Penalty: 4361.330566
	Iteration 13Q: 3 clusters Score -775765.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -775788.125000 Penalty: 4361.330566
	Iteration 14Q: 3 clusters Score -775788.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -775809.937500 Penalty: 4361.330566
	Iteration 15Q: 3 clusters Score -775809.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -775832.812500 Penalty: 4361.330566
	Iteration 16Q: 3 clusters Score -775832.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -775849.000000 Penalty: 4361.330566
	Iteration 17Q: 3 clusters Score -775849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -775862.750000 Penalty: 4361.330566
	Iteration 18Q: 3 clusters Score -775862.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -775874.062500 Penalty: 4361.330566
	Iteration 19Q: 3 clusters Score -775874.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -775887.062500 Penalty: 4361.330566
	Iteration 20F: 3 clusters Score -775887.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -775897.125000 Penalty: 4361.330566
	Iteration 21Q: 3 clusters Score -775897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -775907.562500 Penalty: 4361.330566
	Iteration 22Q: 3 clusters Score -775907.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -775915.625000 Penalty: 4361.330566
	Iteration 23Q: 3 clusters Score -775915.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -775927.687500 Penalty: 4361.330566
	Iteration 24Q: 3 clusters Score -775927.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -775945.937500 Penalty: 4361.330566
	Iteration 25Q: 3 clusters Score -775945.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -775966.937500 Penalty: 4361.330566
	Iteration 26Q: 3 clusters Score -775966.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -775988.625000 Penalty: 4361.330566
	Iteration 27Q: 3 clusters Score -775988.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -776004.625000 Penalty: 4361.330566
	Iteration 28Q: 3 clusters Score -776004.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -776019.687500 Penalty: 4361.330566
	Iteration 29Q: 3 clusters Score -776019.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -776038.312500 Penalty: 4361.330566
	Iteration 30Q: 3 clusters Score -776038.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -776063.687500 Penalty: 4361.330566
	Iteration 31Q: 3 clusters Score -776063.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -776084.937500 Penalty: 4361.330566
	Iteration 32Q: 3 clusters Score -776084.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -776112.625000 Penalty: 4361.330566
	Iteration 33Q: 3 clusters Score -776112.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -776127.500000 Penalty: 4361.330566
	Iteration 34Q: 3 clusters Score -776127.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -776148.000000 Penalty: 4361.330566
	Iteration 35Q: 3 clusters Score -776148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -776162.375000 Penalty: 4361.330566
	Iteration 36Q: 3 clusters Score -776162.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -776176.687500 Penalty: 4361.330566
	Iteration 37Q: 3 clusters Score -776176.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -776189.500000 Penalty: 4361.330566
	Iteration 38Q: 3 clusters Score -776189.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -776200.812500 Penalty: 4361.330566
	Iteration 39Q: 3 clusters Score -776200.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -776213.437500 Penalty: 4361.330566
	Iteration 40F: 3 clusters Score -776213.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -776223.125000 Penalty: 4361.330566
	Iteration 41Q: 3 clusters Score -776223.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -776230.187500 Penalty: 4361.330566
	Iteration 42Q: 3 clusters Score -776230.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -776236.187500 Penalty: 4361.330566
	Iteration 43Q: 3 clusters Score -776236.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -776238.250000 Penalty: 4361.330566
	Iteration 44Q: 3 clusters Score -776238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -776241.125000 Penalty: 4361.330566
	Iteration 45Q: 3 clusters Score -776241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -776243.687500 Penalty: 4361.330566
	Iteration 46Q: 3 clusters Score -776243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -776245.187500 Penalty: 4361.330566
	Iteration 47Q: 3 clusters Score -776245.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -776249.187500 Penalty: 4361.330566
	Iteration 48Q: 3 clusters Score -776249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -776249.812500 Penalty: 4361.330566
	Iteration 49Q: 3 clusters Score -776249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -776253.125000 Penalty: 4361.330566
	Iteration 50Q: 3 clusters Score -776253.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -776257.937500 Penalty: 4361.330566
	Iteration 51Q: 3 clusters Score -776257.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -776264.562500 Penalty: 4361.330566
	Iteration 52Q: 3 clusters Score -776264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -776268.687500 Penalty: 4361.330566
	Iteration 53Q: 3 clusters Score -776268.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -776270.875000 Penalty: 4361.330566
	Iteration 54Q: 3 clusters Score -776270.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -776273.750000 Penalty: 4361.330566
	Iteration 55Q: 3 clusters Score -776273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -776276.937500 Penalty: 4361.330566
	Iteration 56Q: 3 clusters Score -776276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -776280.937500 Penalty: 4361.330566
	Iteration 57Q: 3 clusters Score -776280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -776281.500000 Penalty: 4361.330566
	Iteration 58Q: 3 clusters Score -776281.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -776284.062500 Penalty: 4361.330566
	Iteration 59Q: 3 clusters Score -776284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -776285.562500 Penalty: 4361.330566
	Iteration 60F: 3 clusters Score -776285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -776286.437500 Penalty: 4361.330566
	Iteration 61Q: 3 clusters Score -776286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -776287.812500 Penalty: 4361.330566
	Iteration 62Q: 3 clusters Score -776287.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -776288.875000 Penalty: 4361.330566
	Iteration 63Q: 3 clusters Score -776288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -776288.312500 Penalty: 4361.330566
	Iteration 64Q: 3 clusters Score -776288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -776289.750000 Penalty: 4361.330566
	Iteration 65Q: 3 clusters Score -776289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -776289.937500 Penalty: 4361.330566
	Iteration 66Q: 3 clusters Score -776289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -776289.687500 Penalty: 4361.330566
	Iteration 67Q: 3 clusters Score -776289.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -776289.687500 Penalty: 4361.330566
	Iteration 68F: 3 clusters Score -776289.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Entering Unmasked Estep 
Score: -905380.312500 Penalty: 2215.156006
	Iteration 0F: 2 clusters Score -905380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -899176.250000 Penalty: 4430.312012
	Iteration 0F: 3 clusters Score -899176.2 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -900833.312500 Penalty: 4430.312012
	Iteration 1F: 3 clusters Score -900833.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -901071.500000 Penalty: 4430.312012
	Iteration 2F: 3 clusters Score -901071.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -901258.562500 Penalty: 4430.312012
	Iteration 3Q: 3 clusters Score -901258.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -901430.625000 Penalty: 4430.312012
	Iteration 4Q: 3 clusters Score -901430.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -901597.312500 Penalty: 4430.312012
	Iteration 5Q: 3 clusters Score -901597.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -901783.625000 Penalty: 4430.312012
	Iteration 6Q: 3 clusters Score -901783.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -902020.937500 Penalty: 4430.312012
	Iteration 7Q: 3 clusters Score -902020.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -902328.812500 Penalty: 4430.312012
	Iteration 8Q: 3 clusters Score -902328.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -902753.687500 Penalty: 4430.312012
	Iteration 9F: 3 clusters Score -902753.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -903218.812500 Penalty: 4430.312012
	Iteration 10F: 3 clusters Score -903218.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -903630.125000 Penalty: 4430.312012
	Iteration 11F: 3 clusters Score -903630.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -904006.937500 Penalty: 4430.312012
	Iteration 12F: 3 clusters Score -904006.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -904360.812500 Penalty: 4430.312012
	Iteration 13Q: 3 clusters Score -904360.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -904630.937500 Penalty: 4430.312012
	Iteration 14Q: 3 clusters Score -904630.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -904795.625000 Penalty: 4430.312012
	Iteration 15Q: 3 clusters Score -904795.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -904884.312500 Penalty: 4430.312012
	Iteration 16Q: 3 clusters Score -904884.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -904939.062500 Penalty: 4430.312012
	Iteration 17Q: 3 clusters Score -904939.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -904969.000000 Penalty: 4430.312012
	Iteration 18Q: 3 clusters Score -904969 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -904996.312500 Penalty: 4430.312012
	Iteration 19Q: 3 clusters Score -904996.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -905020.750000 Penalty: 4430.312012
	Iteration 20F: 3 clusters Score -905020.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -905043.250000 Penalty: 4430.312012
	Iteration 21Q: 3 clusters Score -905043.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -905060.625000 Penalty: 4430.312012
	Iteration 22Q: 3 clusters Score -905060.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -905070.812500 Penalty: 4430.312012
	Iteration 23Q: 3 clusters Score -905070.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -905082.187500 Penalty: 4430.312012
	Iteration 24Q: 3 clusters Score -905082.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -905098.125000 Penalty: 4430.312012
	Iteration 25Q: 3 clusters Score -905098.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -905114.187500 Penalty: 4430.312012
	Iteration 26Q: 3 clusters Score -905114.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -905140.937500 Penalty: 4430.312012
	Iteration 27Q: 3 clusters Score -905140.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -905167.750000 Penalty: 4430.312012
	Iteration 28Q: 3 clusters Score -905167.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -905208.187500 Penalty: 4430.312012
	Iteration 29Q: 3 clusters Score -905208.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -905285.625000 Penalty: 4430.312012
	Iteration 30Q: 3 clusters Score -905285.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -905401.437500 Penalty: 4430.312012
	Iteration 31Q: 3 clusters Score -905401.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -905536.625000 Penalty: 4430.312012
	Iteration 32Q: 3 clusters Score -905536.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -905636.062500 Penalty: 4430.312012
	Iteration 33Q: 3 clusters Score -905636.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -905672.812500 Penalty: 4430.312012
	Iteration 34Q: 3 clusters Score -905672.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -905688.812500 Penalty: 4430.312012
	Iteration 35Q: 3 clusters Score -905688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -905691.750000 Penalty: 4430.312012
	Iteration 36Q: 3 clusters Score -905691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -905692.437500 Penalty: 4430.312012
	Iteration 37Q: 3 clusters Score -905692.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -905697.437500 Penalty: 4430.312012
	Iteration 38Q: 3 clusters Score -905697.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -905697.062500 Penalty: 4430.312012
	Iteration 39Q: 3 clusters Score -905697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -905700.125000 Penalty: 4430.312012
	Iteration 40F: 3 clusters Score -905700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -905700.187500 Penalty: 4430.312012
	Iteration 41Q: 3 clusters Score -905700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -905699.687500 Penalty: 4430.312012
	Iteration 42Q: 3 clusters Score -905699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -905699.687500 Penalty: 4430.312012
	Iteration 43F: 3 clusters Score -905699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 31564 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 4950 members 
Mstep: Class 8 contains 23134 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7916 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 10364 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 12243 members 
Mstep: Class 24 contains 38279 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 35869 members 
Mstep: Class 30 contains 11864 members 
Mstep: Class 31 contains 2621 members 
Entering Unmasked Estep 
Score: -35699796.000000 Penalty: 97482.882812
Splitting cluster 7 changes total score from -35700468.000000 to -35699796.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (23134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Entering Unmasked Estep 
Score: -2711262.250000 Penalty: 2492.166504
	Iteration 0F: 2 clusters Score -2711262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2695306.250000 Penalty: 4984.333008
	Iteration 0F: 3 clusters Score -2695306 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2700891.250000 Penalty: 4984.333008
	Iteration 1F: 3 clusters Score -2700891 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2701525.750000 Penalty: 4984.333008
	Iteration 2F: 3 clusters Score -2701526 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2702277.000000 Penalty: 4984.333008
	Iteration 3F: 3 clusters Score -2702277 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2703147.750000 Penalty: 4984.333008
	Iteration 4F: 3 clusters Score -2703148 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2704093.500000 Penalty: 4984.333008
	Iteration 5F: 3 clusters Score -2704094 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2704909.000000 Penalty: 4984.333008
	Iteration 6F: 3 clusters Score -2704909 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2705468.000000 Penalty: 4984.333008
	Iteration 7F: 3 clusters Score -2705468 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2705865.250000 Penalty: 4984.333008
	Iteration 8Q: 3 clusters Score -2705865 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2706124.750000 Penalty: 4984.333008
	Iteration 9Q: 3 clusters Score -2706125 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2706314.500000 Penalty: 4984.333008
	Iteration 10Q: 3 clusters Score -2706314 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2706454.000000 Penalty: 4984.333008
	Iteration 11Q: 3 clusters Score -2706454 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2706591.250000 Penalty: 4984.333008
	Iteration 12Q: 3 clusters Score -2706591 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2706706.500000 Penalty: 4984.333008
	Iteration 13Q: 3 clusters Score -2706706 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2706827.250000 Penalty: 4984.333008
	Iteration 14Q: 3 clusters Score -2706827 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2706919.500000 Penalty: 4984.333008
	Iteration 15Q: 3 clusters Score -2706920 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2707040.000000 Penalty: 4984.333008
	Iteration 16Q: 3 clusters Score -2707040 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2707162.000000 Penalty: 4984.333008
	Iteration 17Q: 3 clusters Score -2707162 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2707324.000000 Penalty: 4984.333008
	Iteration 18Q: 3 clusters Score -2707324 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2707471.000000 Penalty: 4984.333008
	Iteration 19Q: 3 clusters Score -2707471 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2707668.250000 Penalty: 4984.333008
	Iteration 20F: 3 clusters Score -2707668 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2707867.750000 Penalty: 4984.333008
	Iteration 21Q: 3 clusters Score -2707868 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2708073.750000 Penalty: 4984.333008
	Iteration 22Q: 3 clusters Score -2708074 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2708292.250000 Penalty: 4984.333008
	Iteration 23Q: 3 clusters Score -2708292 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2708531.250000 Penalty: 4984.333008
	Iteration 24Q: 3 clusters Score -2708531 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2708807.000000 Penalty: 4984.333008
	Iteration 25Q: 3 clusters Score -2708807 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2709129.750000 Penalty: 4984.333008
	Iteration 26Q: 3 clusters Score -2709130 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2709521.250000 Penalty: 4984.333008
	Iteration 27Q: 3 clusters Score -2709521 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2709902.750000 Penalty: 4984.333008
	Iteration 28Q: 3 clusters Score -2709903 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2710279.500000 Penalty: 4984.333008
	Iteration 29Q: 3 clusters Score -2710280 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2710729.500000 Penalty: 4984.333008
	Iteration 30Q: 3 clusters Score -2710730 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2711181.500000 Penalty: 4984.333008
	Iteration 31Q: 3 clusters Score -2711182 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2711450.500000 Penalty: 4984.333008
	Iteration 32Q: 3 clusters Score -2711450 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2711549.250000 Penalty: 4984.333008
	Iteration 33Q: 3 clusters Score -2711549 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2711597.500000 Penalty: 4984.333008
	Iteration 34Q: 3 clusters Score -2711598 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2711633.500000 Penalty: 4984.333008
	Iteration 35Q: 3 clusters Score -2711634 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2711648.000000 Penalty: 4984.333008
	Iteration 36Q: 3 clusters Score -2711648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2711652.000000 Penalty: 4984.333008
	Iteration 37Q: 3 clusters Score -2711652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2711665.500000 Penalty: 4984.333008
	Iteration 38Q: 3 clusters Score -2711666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2711672.000000 Penalty: 4984.333008
	Iteration 39Q: 3 clusters Score -2711672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2711671.250000 Penalty: 4984.333008
	Iteration 40F: 3 clusters Score -2711671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2711672.750000 Penalty: 4984.333008
	Iteration 41Q: 3 clusters Score -2711673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2711670.250000 Penalty: 4984.333008
	Iteration 42Q: 3 clusters Score -2711670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2711668.000000 Penalty: 4984.333008
	Iteration 43Q: 3 clusters Score -2711668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2711666.500000 Penalty: 4984.333008
	Iteration 44Q: 3 clusters Score -2711666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2711663.250000 Penalty: 4984.333008
	Iteration 45Q: 3 clusters Score -2711663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2711662.250000 Penalty: 4984.333008
	Iteration 46Q: 3 clusters Score -2711662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2711664.750000 Penalty: 4984.333008
	Iteration 47Q: 3 clusters Score -2711665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2711662.750000 Penalty: 4984.333008
	Iteration 48Q: 3 clusters Score -2711663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2711663.000000 Penalty: 4984.333008
	Iteration 49Q: 3 clusters Score -2711663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2711663.000000 Penalty: 4984.333008
	Iteration 50F: 3 clusters Score -2711663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 31564 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 4093 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7916 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 10364 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 12243 members 
Mstep: Class 24 contains 38279 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 35869 members 
Mstep: Class 30 contains 11864 members 
Mstep: Class 31 contains 19041 members 
Entering Unmasked Estep 
Score: -35700248.000000 Penalty: 97482.882812
Splitting cluster 8 changes total score from -35700468.000000 to -35700248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (9178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Entering Unmasked Estep 
Score: -1020040.000000 Penalty: 2262.891846
	Iteration 0F: 2 clusters Score -1020040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1012902.312500 Penalty: 4525.783691
	Iteration 0F: 3 clusters Score -1012902 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1015114.062500 Penalty: 4525.783691
	Iteration 1F: 3 clusters Score -1015114 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1015419.937500 Penalty: 4525.783691
	Iteration 2F: 3 clusters Score -1015420 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1015659.187500 Penalty: 4525.783691
	Iteration 3F: 3 clusters Score -1015659 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1015834.000000 Penalty: 4525.783691
	Iteration 4Q: 3 clusters Score -1015834 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1015981.875000 Penalty: 4525.783691
	Iteration 5Q: 3 clusters Score -1015982 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1016157.937500 Penalty: 4525.783691
	Iteration 6Q: 3 clusters Score -1016158 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1016363.125000 Penalty: 4525.783691
	Iteration 7Q: 3 clusters Score -1016363 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1016591.312500 Penalty: 4525.783691
	Iteration 8Q: 3 clusters Score -1016591 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1016840.187500 Penalty: 4525.783691
	Iteration 9Q: 3 clusters Score -1016840 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1017079.250000 Penalty: 4525.783691
	Iteration 10Q: 3 clusters Score -1017079 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1017271.000000 Penalty: 4525.783691
	Iteration 11Q: 3 clusters Score -1017271 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1017437.375000 Penalty: 4525.783691
	Iteration 12Q: 3 clusters Score -1017437 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1017582.312500 Penalty: 4525.783691
	Iteration 13Q: 3 clusters Score -1017582 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1017680.812500 Penalty: 4525.783691
	Iteration 14Q: 3 clusters Score -1017681 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1017761.250000 Penalty: 4525.783691
	Iteration 15Q: 3 clusters Score -1017761 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1017820.375000 Penalty: 4525.783691
	Iteration 16Q: 3 clusters Score -1017820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1017880.250000 Penalty: 4525.783691
	Iteration 17Q: 3 clusters Score -1017880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1017916.750000 Penalty: 4525.783691
	Iteration 18Q: 3 clusters Score -1017917 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1017936.562500 Penalty: 4525.783691
	Iteration 19Q: 3 clusters Score -1017937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1017948.937500 Penalty: 4525.783691
	Iteration 20F: 3 clusters Score -1017949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1017968.750000 Penalty: 4525.783691
	Iteration 21Q: 3 clusters Score -1017969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1017983.937500 Penalty: 4525.783691
	Iteration 22Q: 3 clusters Score -1017984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1017990.187500 Penalty: 4525.783691
	Iteration 23Q: 3 clusters Score -1017990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1018000.750000 Penalty: 4525.783691
	Iteration 24Q: 3 clusters Score -1018001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1018012.062500 Penalty: 4525.783691
	Iteration 25Q: 3 clusters Score -1018012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1018029.687500 Penalty: 4525.783691
	Iteration 26Q: 3 clusters Score -1018030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1018045.500000 Penalty: 4525.783691
	Iteration 27Q: 3 clusters Score -1018046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1018058.937500 Penalty: 4525.783691
	Iteration 28Q: 3 clusters Score -1018059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1018072.937500 Penalty: 4525.783691
	Iteration 29Q: 3 clusters Score -1018073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1018085.750000 Penalty: 4525.783691
	Iteration 30Q: 3 clusters Score -1018086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1018094.062500 Penalty: 4525.783691
	Iteration 31Q: 3 clusters Score -1018094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1018102.000000 Penalty: 4525.783691
	Iteration 32Q: 3 clusters Score -1018102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1018108.937500 Penalty: 4525.783691
	Iteration 33Q: 3 clusters Score -1018109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1018113.687500 Penalty: 4525.783691
	Iteration 34Q: 3 clusters Score -1018114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1018122.937500 Penalty: 4525.783691
	Iteration 35Q: 3 clusters Score -1018123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1018135.187500 Penalty: 4525.783691
	Iteration 36Q: 3 clusters Score -1018135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1018138.562500 Penalty: 4525.783691
	Iteration 37Q: 3 clusters Score -1018139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1018147.125000 Penalty: 4525.783691
	Iteration 38Q: 3 clusters Score -1018147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1018155.812500 Penalty: 4525.783691
	Iteration 39Q: 3 clusters Score -1018156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1018161.625000 Penalty: 4525.783691
	Iteration 40F: 3 clusters Score -1018162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1018165.187500 Penalty: 4525.783691
	Iteration 41Q: 3 clusters Score -1018165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1018168.312500 Penalty: 4525.783691
	Iteration 42Q: 3 clusters Score -1018168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1018171.187500 Penalty: 4525.783691
	Iteration 43Q: 3 clusters Score -1018171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1018175.125000 Penalty: 4525.783691
	Iteration 44Q: 3 clusters Score -1018175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1018180.375000 Penalty: 4525.783691
	Iteration 45Q: 3 clusters Score -1018180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1018187.875000 Penalty: 4525.783691
	Iteration 46Q: 3 clusters Score -1018188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1018191.187500 Penalty: 4525.783691
	Iteration 47Q: 3 clusters Score -1018191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1018198.562500 Penalty: 4525.783691
	Iteration 48Q: 3 clusters Score -1018199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1018203.250000 Penalty: 4525.783691
	Iteration 49Q: 3 clusters Score -1018203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1018206.250000 Penalty: 4525.783691
	Iteration 50Q: 3 clusters Score -1018206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1018209.500000 Penalty: 4525.783691
	Iteration 51Q: 3 clusters Score -1018210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1018213.500000 Penalty: 4525.783691
	Iteration 52Q: 3 clusters Score -1018214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1018214.437500 Penalty: 4525.783691
	Iteration 53Q: 3 clusters Score -1018214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1018218.062500 Penalty: 4525.783691
	Iteration 54Q: 3 clusters Score -1018218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1018220.500000 Penalty: 4525.783691
	Iteration 55Q: 3 clusters Score -1018220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1018223.062500 Penalty: 4525.783691
	Iteration 56Q: 3 clusters Score -1018223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1018222.500000 Penalty: 4525.783691
	Iteration 57Q: 3 clusters Score -1018222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1018223.812500 Penalty: 4525.783691
	Iteration 58Q: 3 clusters Score -1018224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1018226.312500 Penalty: 4525.783691
	Iteration 59Q: 3 clusters Score -1018226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1018227.750000 Penalty: 4525.783691
	Iteration 60F: 3 clusters Score -1018228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1018230.500000 Penalty: 4525.783691
	Iteration 61Q: 3 clusters Score -1018230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1018231.375000 Penalty: 4525.783691
	Iteration 62Q: 3 clusters Score -1018231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1018231.875000 Penalty: 4525.783691
	Iteration 63Q: 3 clusters Score -1018232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1018231.375000 Penalty: 4525.783691
	Iteration 64Q: 3 clusters Score -1018231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1018231.375000 Penalty: 4525.783691
	Iteration 65F: 3 clusters Score -1018231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -779920.562500 Penalty: 2177.559082
	Iteration 0F: 2 clusters Score -779920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -774448.937500 Penalty: 4355.118164
	Iteration 0F: 3 clusters Score -774448.9 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -775812.750000 Penalty: 4355.118164
	Iteration 1F: 3 clusters Score -775812.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -776103.125000 Penalty: 4355.118164
	Iteration 2F: 3 clusters Score -776103.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -776317.437500 Penalty: 4355.118164
	Iteration 3F: 3 clusters Score -776317.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -776484.250000 Penalty: 4355.118164
	Iteration 4Q: 3 clusters Score -776484.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -776616.812500 Penalty: 4355.118164
	Iteration 5Q: 3 clusters Score -776616.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -776724.437500 Penalty: 4355.118164
	Iteration 6Q: 3 clusters Score -776724.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -776832.125000 Penalty: 4355.118164
	Iteration 7Q: 3 clusters Score -776832.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -776939.062500 Penalty: 4355.118164
	Iteration 8Q: 3 clusters Score -776939.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -777041.937500 Penalty: 4355.118164
	Iteration 9Q: 3 clusters Score -777041.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -777141.875000 Penalty: 4355.118164
	Iteration 10Q: 3 clusters Score -777141.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -777243.812500 Penalty: 4355.118164
	Iteration 11Q: 3 clusters Score -777243.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -777337.437500 Penalty: 4355.118164
	Iteration 12Q: 3 clusters Score -777337.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -777433.937500 Penalty: 4355.118164
	Iteration 13Q: 3 clusters Score -777433.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -777516.625000 Penalty: 4355.118164
	Iteration 14Q: 3 clusters Score -777516.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -777597.000000 Penalty: 4355.118164
	Iteration 15Q: 3 clusters Score -777597 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -777671.375000 Penalty: 4355.118164
	Iteration 16Q: 3 clusters Score -777671.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -777733.062500 Penalty: 4355.118164
	Iteration 17Q: 3 clusters Score -777733.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -777782.312500 Penalty: 4355.118164
	Iteration 18Q: 3 clusters Score -777782.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -777817.500000 Penalty: 4355.118164
	Iteration 19Q: 3 clusters Score -777817.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -777843.750000 Penalty: 4355.118164
	Iteration 20F: 3 clusters Score -777843.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -777866.937500 Penalty: 4355.118164
	Iteration 21Q: 3 clusters Score -777866.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -777885.437500 Penalty: 4355.118164
	Iteration 22Q: 3 clusters Score -777885.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -777899.812500 Penalty: 4355.118164
	Iteration 23Q: 3 clusters Score -777899.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -777913.750000 Penalty: 4355.118164
	Iteration 24Q: 3 clusters Score -777913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -777933.000000 Penalty: 4355.118164
	Iteration 25Q: 3 clusters Score -777933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -777947.312500 Penalty: 4355.118164
	Iteration 26Q: 3 clusters Score -777947.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -777961.625000 Penalty: 4355.118164
	Iteration 27Q: 3 clusters Score -777961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -777966.187500 Penalty: 4355.118164
	Iteration 28Q: 3 clusters Score -777966.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -777975.000000 Penalty: 4355.118164
	Iteration 29Q: 3 clusters Score -777975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -777984.062500 Penalty: 4355.118164
	Iteration 30Q: 3 clusters Score -777984.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -777998.187500 Penalty: 4355.118164
	Iteration 31Q: 3 clusters Score -777998.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -778015.437500 Penalty: 4355.118164
	Iteration 32Q: 3 clusters Score -778015.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -778030.562500 Penalty: 4355.118164
	Iteration 33Q: 3 clusters Score -778030.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -778040.500000 Penalty: 4355.118164
	Iteration 34Q: 3 clusters Score -778040.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -778047.250000 Penalty: 4355.118164
	Iteration 35Q: 3 clusters Score -778047.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -778056.562500 Penalty: 4355.118164
	Iteration 36Q: 3 clusters Score -778056.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -778062.750000 Penalty: 4355.118164
	Iteration 37Q: 3 clusters Score -778062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -778064.875000 Penalty: 4355.118164
	Iteration 38Q: 3 clusters Score -778064.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -778064.875000 Penalty: 4355.118164
	Iteration 39F: 3 clusters Score -778064.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -191279.734375 Penalty: 1824.673950
	Iteration 0F: 2 clusters Score -191279.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188953.359375 Penalty: 3649.347900
	Iteration 0F: 3 clusters Score -188953.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -189327.625000 Penalty: 3649.347900
	Iteration 1F: 3 clusters Score -189327.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -189412.625000 Penalty: 3649.347900
	Iteration 2F: 3 clusters Score -189412.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -189468.468750 Penalty: 3649.347900
	Iteration 3Q: 3 clusters Score -189468.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -189519.265625 Penalty: 3649.347900
	Iteration 4Q: 3 clusters Score -189519.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -189557.140625 Penalty: 3649.347900
	Iteration 5Q: 3 clusters Score -189557.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -189588.140625 Penalty: 3649.347900
	Iteration 6Q: 3 clusters Score -189588.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -189613.968750 Penalty: 3649.347900
	Iteration 7Q: 3 clusters Score -189614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189629.296875 Penalty: 3649.347900
	Iteration 8Q: 3 clusters Score -189629.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189647.796875 Penalty: 3649.347900
	Iteration 9Q: 3 clusters Score -189647.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -189659.562500 Penalty: 3649.347900
	Iteration 10Q: 3 clusters Score -189659.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -189675.218750 Penalty: 3649.347900
	Iteration 11Q: 3 clusters Score -189675.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -189687.921875 Penalty: 3649.347900
	Iteration 12Q: 3 clusters Score -189687.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -189702.390625 Penalty: 3649.347900
	Iteration 13Q: 3 clusters Score -189702.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -189710.218750 Penalty: 3649.347900
	Iteration 14Q: 3 clusters Score -189710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -189717.656250 Penalty: 3649.347900
	Iteration 15Q: 3 clusters Score -189717.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -189726.937500 Penalty: 3649.347900
	Iteration 16Q: 3 clusters Score -189726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -189736.343750 Penalty: 3649.347900
	Iteration 17Q: 3 clusters Score -189736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -189738.234375 Penalty: 3649.347900
	Iteration 18Q: 3 clusters Score -189738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -189738.468750 Penalty: 3649.347900
	Iteration 19Q: 3 clusters Score -189738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -189740.640625 Penalty: 3649.347900
	Iteration 20F: 3 clusters Score -189740.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189743.765625 Penalty: 3649.347900
	Iteration 21Q: 3 clusters Score -189743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -189745.171875 Penalty: 3649.347900
	Iteration 22Q: 3 clusters Score -189745.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -189745.171875 Penalty: 3649.347900
	Iteration 23F: 3 clusters Score -189745.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Entering Unmasked Estep 
Score: -1049814.375000 Penalty: 2309.665527
	Iteration 0F: 2 clusters Score -1049814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1041437.875000 Penalty: 4619.331055
	Iteration 0F: 3 clusters Score -1041438 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1044269.812500 Penalty: 4619.331055
	Iteration 1F: 3 clusters Score -1044270 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1044929.562500 Penalty: 4619.331055
	Iteration 2F: 3 clusters Score -1044930 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1045614.500000 Penalty: 4619.331055
	Iteration 3F: 3 clusters Score -1045614 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1046375.312500 Penalty: 4619.331055
	Iteration 4F: 3 clusters Score -1046375 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1047103.812500 Penalty: 4619.331055
	Iteration 5F: 3 clusters Score -1047104 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1047580.312500 Penalty: 4619.331055
	Iteration 6F: 3 clusters Score -1047580 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1047917.312500 Penalty: 4619.331055
	Iteration 7Q: 3 clusters Score -1047917 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1048144.187500 Penalty: 4619.331055
	Iteration 8Q: 3 clusters Score -1048144 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1048296.250000 Penalty: 4619.331055
	Iteration 9Q: 3 clusters Score -1048296 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1048409.312500 Penalty: 4619.331055
	Iteration 10Q: 3 clusters Score -1048409 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1048475.562500 Penalty: 4619.331055
	Iteration 11Q: 3 clusters Score -1048476 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1048537.125000 Penalty: 4619.331055
	Iteration 12Q: 3 clusters Score -1048537 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1048581.125000 Penalty: 4619.331055
	Iteration 13Q: 3 clusters Score -1048581 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1048609.625000 Penalty: 4619.331055
	Iteration 14Q: 3 clusters Score -1048610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1048626.500000 Penalty: 4619.331055
	Iteration 15Q: 3 clusters Score -1048626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1048644.500000 Penalty: 4619.331055
	Iteration 16Q: 3 clusters Score -1048644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1048654.250000 Penalty: 4619.331055
	Iteration 17Q: 3 clusters Score -1048654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1048663.000000 Penalty: 4619.331055
	Iteration 18Q: 3 clusters Score -1048663 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1048670.375000 Penalty: 4619.331055
	Iteration 19Q: 3 clusters Score -1048670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1048680.625000 Penalty: 4619.331055
	Iteration 20F: 3 clusters Score -1048681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1048691.750000 Penalty: 4619.331055
	Iteration 21Q: 3 clusters Score -1048692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1048700.750000 Penalty: 4619.331055
	Iteration 22Q: 3 clusters Score -1048701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1048702.875000 Penalty: 4619.331055
	Iteration 23Q: 3 clusters Score -1048703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1048712.125000 Penalty: 4619.331055
	Iteration 24Q: 3 clusters Score -1048712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1048722.125000 Penalty: 4619.331055
	Iteration 25Q: 3 clusters Score -1048722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1048728.000000 Penalty: 4619.331055
	Iteration 26Q: 3 clusters Score -1048728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1048736.000000 Penalty: 4619.331055
	Iteration 27Q: 3 clusters Score -1048736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1048745.000000 Penalty: 4619.331055
	Iteration 28Q: 3 clusters Score -1048745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1048753.000000 Penalty: 4619.331055
	Iteration 29Q: 3 clusters Score -1048753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1048759.875000 Penalty: 4619.331055
	Iteration 30Q: 3 clusters Score -1048760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1048769.750000 Penalty: 4619.331055
	Iteration 31Q: 3 clusters Score -1048770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1048771.875000 Penalty: 4619.331055
	Iteration 32Q: 3 clusters Score -1048772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1048782.625000 Penalty: 4619.331055
	Iteration 33Q: 3 clusters Score -1048783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1048791.000000 Penalty: 4619.331055
	Iteration 34Q: 3 clusters Score -1048791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1048801.375000 Penalty: 4619.331055
	Iteration 35Q: 3 clusters Score -1048801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1048813.375000 Penalty: 4619.331055
	Iteration 36Q: 3 clusters Score -1048813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1048821.000000 Penalty: 4619.331055
	Iteration 37Q: 3 clusters Score -1048821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1048829.625000 Penalty: 4619.331055
	Iteration 38Q: 3 clusters Score -1048830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1048839.375000 Penalty: 4619.331055
	Iteration 39Q: 3 clusters Score -1048839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1048850.750000 Penalty: 4619.331055
	Iteration 40F: 3 clusters Score -1048851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1048861.125000 Penalty: 4619.331055
	Iteration 41Q: 3 clusters Score -1048861 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1048876.875000 Penalty: 4619.331055
	Iteration 42Q: 3 clusters Score -1048877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1048889.875000 Penalty: 4619.331055
	Iteration 43Q: 3 clusters Score -1048890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1048898.375000 Penalty: 4619.331055
	Iteration 44Q: 3 clusters Score -1048898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1048914.875000 Penalty: 4619.331055
	Iteration 45Q: 3 clusters Score -1048915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1048927.250000 Penalty: 4619.331055
	Iteration 46Q: 3 clusters Score -1048927 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1048942.625000 Penalty: 4619.331055
	Iteration 47Q: 3 clusters Score -1048943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1048954.000000 Penalty: 4619.331055
	Iteration 48Q: 3 clusters Score -1048954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1048959.375000 Penalty: 4619.331055
	Iteration 49Q: 3 clusters Score -1048959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1048964.625000 Penalty: 4619.331055
	Iteration 50Q: 3 clusters Score -1048965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1048969.250000 Penalty: 4619.331055
	Iteration 51Q: 3 clusters Score -1048969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1048978.750000 Penalty: 4619.331055
	Iteration 52Q: 3 clusters Score -1048979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1048986.750000 Penalty: 4619.331055
	Iteration 53Q: 3 clusters Score -1048987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1048995.125000 Penalty: 4619.331055
	Iteration 54Q: 3 clusters Score -1048995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1049009.875000 Penalty: 4619.331055
	Iteration 55Q: 3 clusters Score -1049010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1049022.625000 Penalty: 4619.331055
	Iteration 56Q: 3 clusters Score -1049023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1049027.750000 Penalty: 4619.331055
	Iteration 57Q: 3 clusters Score -1049028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1049038.500000 Penalty: 4619.331055
	Iteration 58Q: 3 clusters Score -1049038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1049047.125000 Penalty: 4619.331055
	Iteration 59Q: 3 clusters Score -1049047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1049058.000000 Penalty: 4619.331055
	Iteration 60F: 3 clusters Score -1049058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1049064.625000 Penalty: 4619.331055
	Iteration 61Q: 3 clusters Score -1049065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1049068.250000 Penalty: 4619.331055
	Iteration 62Q: 3 clusters Score -1049068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1049073.125000 Penalty: 4619.331055
	Iteration 63Q: 3 clusters Score -1049073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1049083.500000 Penalty: 4619.331055
	Iteration 64Q: 3 clusters Score -1049084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1049087.750000 Penalty: 4619.331055
	Iteration 65Q: 3 clusters Score -1049088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1049094.625000 Penalty: 4619.331055
	Iteration 66Q: 3 clusters Score -1049095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1049097.125000 Penalty: 4619.331055
	Iteration 67Q: 3 clusters Score -1049097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1049103.875000 Penalty: 4619.331055
	Iteration 68Q: 3 clusters Score -1049104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1049108.375000 Penalty: 4619.331055
	Iteration 69Q: 3 clusters Score -1049108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1049113.875000 Penalty: 4619.331055
	Iteration 70Q: 3 clusters Score -1049114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1049116.250000 Penalty: 4619.331055
	Iteration 71Q: 3 clusters Score -1049116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1049120.625000 Penalty: 4619.331055
	Iteration 72Q: 3 clusters Score -1049121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1049120.625000 Penalty: 4619.331055
	Iteration 73Q: 3 clusters Score -1049121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1049125.875000 Penalty: 4619.331055
	Iteration 74Q: 3 clusters Score -1049126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1049130.125000 Penalty: 4619.331055
	Iteration 75Q: 3 clusters Score -1049130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1049133.875000 Penalty: 4619.331055
	Iteration 76Q: 3 clusters Score -1049134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1049130.875000 Penalty: 4619.331055
	Iteration 77Q: 3 clusters Score -1049131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1049136.750000 Penalty: 4619.331055
	Iteration 78Q: 3 clusters Score -1049137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1049136.500000 Penalty: 4619.331055
	Iteration 79Q: 3 clusters Score -1049136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1049137.125000 Penalty: 4619.331055
	Iteration 80F: 3 clusters Score -1049137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1049138.000000 Penalty: 4619.331055
	Iteration 81Q: 3 clusters Score -1049138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1049136.875000 Penalty: 4619.331055
	Iteration 82Q: 3 clusters Score -1049137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1049137.375000 Penalty: 4619.331055
	Iteration 83Q: 3 clusters Score -1049137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1049136.500000 Penalty: 4619.331055
	Iteration 84Q: 3 clusters Score -1049136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1049138.375000 Penalty: 4619.331055
	Iteration 85Q: 3 clusters Score -1049138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1049140.750000 Penalty: 4619.331055
	Iteration 86Q: 3 clusters Score -1049141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1049144.875000 Penalty: 4619.331055
	Iteration 87Q: 3 clusters Score -1049145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1049148.375000 Penalty: 4619.331055
	Iteration 88Q: 3 clusters Score -1049148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1049148.250000 Penalty: 4619.331055
	Iteration 89Q: 3 clusters Score -1049148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1049153.875000 Penalty: 4619.331055
	Iteration 90Q: 3 clusters Score -1049154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1049155.625000 Penalty: 4619.331055
	Iteration 91Q: 3 clusters Score -1049156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1049159.250000 Penalty: 4619.331055
	Iteration 92Q: 3 clusters Score -1049159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1049158.875000 Penalty: 4619.331055
	Iteration 93Q: 3 clusters Score -1049159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1049163.250000 Penalty: 4619.331055
	Iteration 94Q: 3 clusters Score -1049163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1049164.250000 Penalty: 4619.331055
	Iteration 95Q: 3 clusters Score -1049164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1049165.000000 Penalty: 4619.331055
	Iteration 96Q: 3 clusters Score -1049165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1049163.250000 Penalty: 4619.331055
	Iteration 97Q: 3 clusters Score -1049163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1049166.875000 Penalty: 4619.331055
	Iteration 98Q: 3 clusters Score -1049167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1049167.375000 Penalty: 4619.331055
	Iteration 99Q: 3 clusters Score -1049167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1049171.125000 Penalty: 4619.331055
	Iteration 100F: 3 clusters Score -1049171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1049171.625000 Penalty: 4619.331055
	Iteration 101Q: 3 clusters Score -1049172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1049171.750000 Penalty: 4619.331055
	Iteration 102Q: 3 clusters Score -1049172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1049173.125000 Penalty: 4619.331055
	Iteration 103Q: 3 clusters Score -1049173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1049175.500000 Penalty: 4619.331055
	Iteration 104Q: 3 clusters Score -1049176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1049176.625000 Penalty: 4619.331055
	Iteration 105Q: 3 clusters Score -1049177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1049175.625000 Penalty: 4619.331055
	Iteration 106Q: 3 clusters Score -1049176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1049175.625000 Penalty: 4619.331055
	Iteration 107F: 3 clusters Score -1049176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -1803264.250000 Penalty: 2383.393555
	Iteration 0F: 2 clusters Score -1803264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1792534.125000 Penalty: 4766.787109
	Iteration 0F: 3 clusters Score -1792534 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1796349.500000 Penalty: 4766.787109
	Iteration 1F: 3 clusters Score -1796350 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1797290.625000 Penalty: 4766.787109
	Iteration 2F: 3 clusters Score -1797291 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1798137.000000 Penalty: 4766.787109
	Iteration 3F: 3 clusters Score -1798137 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1798839.250000 Penalty: 4766.787109
	Iteration 4F: 3 clusters Score -1798839 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1799381.250000 Penalty: 4766.787109
	Iteration 5F: 3 clusters Score -1799381 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1799849.375000 Penalty: 4766.787109
	Iteration 6F: 3 clusters Score -1799849 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1800247.750000 Penalty: 4766.787109
	Iteration 7Q: 3 clusters Score -1800248 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1800675.000000 Penalty: 4766.787109
	Iteration 8Q: 3 clusters Score -1800675 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1801086.000000 Penalty: 4766.787109
	Iteration 9Q: 3 clusters Score -1801086 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1801433.500000 Penalty: 4766.787109
	Iteration 10Q: 3 clusters Score -1801434 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1801736.125000 Penalty: 4766.787109
	Iteration 11Q: 3 clusters Score -1801736 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1801986.500000 Penalty: 4766.787109
	Iteration 12Q: 3 clusters Score -1801986 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1802197.000000 Penalty: 4766.787109
	Iteration 13Q: 3 clusters Score -1802197 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1802347.250000 Penalty: 4766.787109
	Iteration 14Q: 3 clusters Score -1802347 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1802437.625000 Penalty: 4766.787109
	Iteration 15Q: 3 clusters Score -1802438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1802477.375000 Penalty: 4766.787109
	Iteration 16Q: 3 clusters Score -1802477 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1802512.875000 Penalty: 4766.787109
	Iteration 17Q: 3 clusters Score -1802513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1802536.750000 Penalty: 4766.787109
	Iteration 18Q: 3 clusters Score -1802537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1802548.375000 Penalty: 4766.787109
	Iteration 19Q: 3 clusters Score -1802548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1802565.500000 Penalty: 4766.787109
	Iteration 20F: 3 clusters Score -1802566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1802565.875000 Penalty: 4766.787109
	Iteration 21Q: 3 clusters Score -1802566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1802572.500000 Penalty: 4766.787109
	Iteration 22Q: 3 clusters Score -1802572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1802573.000000 Penalty: 4766.787109
	Iteration 23Q: 3 clusters Score -1802573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1802575.750000 Penalty: 4766.787109
	Iteration 24Q: 3 clusters Score -1802576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1802573.625000 Penalty: 4766.787109
	Iteration 25Q: 3 clusters Score -1802574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1802576.625000 Penalty: 4766.787109
	Iteration 26Q: 3 clusters Score -1802577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1802578.125000 Penalty: 4766.787109
	Iteration 27Q: 3 clusters Score -1802578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1802580.000000 Penalty: 4766.787109
	Iteration 28Q: 3 clusters Score -1802580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1802580.250000 Penalty: 4766.787109
	Iteration 29Q: 3 clusters Score -1802580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1802581.250000 Penalty: 4766.787109
	Iteration 30Q: 3 clusters Score -1802581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1802584.125000 Penalty: 4766.787109
	Iteration 31Q: 3 clusters Score -1802584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1802583.125000 Penalty: 4766.787109
	Iteration 32Q: 3 clusters Score -1802583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1802583.500000 Penalty: 4766.787109
	Iteration 33Q: 3 clusters Score -1802584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1802583.500000 Penalty: 4766.787109
	Iteration 34F: 3 clusters Score -1802584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Entering Unmasked Estep 
Score: -444012.718750 Penalty: 2061.165771
	Iteration 0F: 2 clusters Score -444012.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -440150.937500 Penalty: 4122.331543
	Iteration 0F: 3 clusters Score -440150.9 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -441146.531250 Penalty: 4122.331543
	Iteration 1F: 3 clusters Score -441146.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -441505.031250 Penalty: 4122.331543
	Iteration 2F: 3 clusters Score -441505 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -441735.312500 Penalty: 4122.331543
	Iteration 3F: 3 clusters Score -441735.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -441884.968750 Penalty: 4122.331543
	Iteration 4F: 3 clusters Score -441885 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -441992.875000 Penalty: 4122.331543
	Iteration 5Q: 3 clusters Score -441992.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -442090.625000 Penalty: 4122.331543
	Iteration 6Q: 3 clusters Score -442090.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -442174.875000 Penalty: 4122.331543
	Iteration 7Q: 3 clusters Score -442174.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -442240.718750 Penalty: 4122.331543
	Iteration 8Q: 3 clusters Score -442240.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -442310.062500 Penalty: 4122.331543
	Iteration 9Q: 3 clusters Score -442310.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -442383.218750 Penalty: 4122.331543
	Iteration 10Q: 3 clusters Score -442383.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -442431.562500 Penalty: 4122.331543
	Iteration 11Q: 3 clusters Score -442431.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -442484.843750 Penalty: 4122.331543
	Iteration 12Q: 3 clusters Score -442484.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -442532.843750 Penalty: 4122.331543
	Iteration 13Q: 3 clusters Score -442532.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -442589.031250 Penalty: 4122.331543
	Iteration 14Q: 3 clusters Score -442589 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -442638.468750 Penalty: 4122.331543
	Iteration 15Q: 3 clusters Score -442638.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -442672.031250 Penalty: 4122.331543
	Iteration 16Q: 3 clusters Score -442672 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -442707.375000 Penalty: 4122.331543
	Iteration 17Q: 3 clusters Score -442707.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -442758.031250 Penalty: 4122.331543
	Iteration 18Q: 3 clusters Score -442758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -442826.687500 Penalty: 4122.331543
	Iteration 19Q: 3 clusters Score -442826.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -442889.625000 Penalty: 4122.331543
	Iteration 20F: 3 clusters Score -442889.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -442931.531250 Penalty: 4122.331543
	Iteration 21Q: 3 clusters Score -442931.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -442968.125000 Penalty: 4122.331543
	Iteration 22Q: 3 clusters Score -442968.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -443001.718750 Penalty: 4122.331543
	Iteration 23Q: 3 clusters Score -443001.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -443046.531250 Penalty: 4122.331543
	Iteration 24Q: 3 clusters Score -443046.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -443079.843750 Penalty: 4122.331543
	Iteration 25Q: 3 clusters Score -443079.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -443105.812500 Penalty: 4122.331543
	Iteration 26Q: 3 clusters Score -443105.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -443119.937500 Penalty: 4122.331543
	Iteration 27Q: 3 clusters Score -443119.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -443130.875000 Penalty: 4122.331543
	Iteration 28Q: 3 clusters Score -443130.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -443139.343750 Penalty: 4122.331543
	Iteration 29Q: 3 clusters Score -443139.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -443143.812500 Penalty: 4122.331543
	Iteration 30Q: 3 clusters Score -443143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -443147.468750 Penalty: 4122.331543
	Iteration 31Q: 3 clusters Score -443147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -443150.218750 Penalty: 4122.331543
	Iteration 32Q: 3 clusters Score -443150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -443151.843750 Penalty: 4122.331543
	Iteration 33Q: 3 clusters Score -443151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -443153.437500 Penalty: 4122.331543
	Iteration 34Q: 3 clusters Score -443153.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -443154.062500 Penalty: 4122.331543
	Iteration 35Q: 3 clusters Score -443154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -443156.000000 Penalty: 4122.331543
	Iteration 36Q: 3 clusters Score -443156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -443158.500000 Penalty: 4122.331543
	Iteration 37Q: 3 clusters Score -443158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -443161.281250 Penalty: 4122.331543
	Iteration 38Q: 3 clusters Score -443161.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -443162.500000 Penalty: 4122.331543
	Iteration 39F: 3 clusters Score -443162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -443163.125000 Penalty: 4122.331543
	Iteration 40F: 3 clusters Score -443163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -443163.687500 Penalty: 4122.331543
	Iteration 41Q: 3 clusters Score -443163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -443163.812500 Penalty: 4122.331543
	Iteration 42Q: 3 clusters Score -443163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -443163.812500 Penalty: 4122.331543
	Iteration 43F: 3 clusters Score -443163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Entering Unmasked Estep 
Score: -918083.625000 Penalty: 2226.207031
	Iteration 0F: 2 clusters Score -918083.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -911726.625000 Penalty: 4452.414062
	Iteration 0F: 3 clusters Score -911726.6 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -913533.500000 Penalty: 4452.414062
	Iteration 1F: 3 clusters Score -913533.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -913933.437500 Penalty: 4452.414062
	Iteration 2F: 3 clusters Score -913933.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -914519.750000 Penalty: 4452.414062
	Iteration 3F: 3 clusters Score -914519.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -915624.187500 Penalty: 4452.414062
	Iteration 4F: 3 clusters Score -915624.2 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -916731.625000 Penalty: 4452.414062
	Iteration 5F: 3 clusters Score -916731.6 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -917507.375000 Penalty: 4452.414062
	Iteration 6F: 3 clusters Score -917507.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -917917.875000 Penalty: 4452.414062
	Iteration 7F: 3 clusters Score -917917.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -918119.000000 Penalty: 4452.414062
	Iteration 8Q: 3 clusters Score -918119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -918205.625000 Penalty: 4452.414062
	Iteration 9Q: 3 clusters Score -918205.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -918265.250000 Penalty: 4452.414062
	Iteration 10Q: 3 clusters Score -918265.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -918291.812500 Penalty: 4452.414062
	Iteration 11Q: 3 clusters Score -918291.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -918305.312500 Penalty: 4452.414062
	Iteration 12Q: 3 clusters Score -918305.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -918315.312500 Penalty: 4452.414062
	Iteration 13Q: 3 clusters Score -918315.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -918323.312500 Penalty: 4452.414062
	Iteration 14Q: 3 clusters Score -918323.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -918330.062500 Penalty: 4452.414062
	Iteration 15Q: 3 clusters Score -918330.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -918336.562500 Penalty: 4452.414062
	Iteration 16Q: 3 clusters Score -918336.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -918344.312500 Penalty: 4452.414062
	Iteration 17Q: 3 clusters Score -918344.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -918349.375000 Penalty: 4452.414062
	Iteration 18Q: 3 clusters Score -918349.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -918353.625000 Penalty: 4452.414062
	Iteration 19Q: 3 clusters Score -918353.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -918355.062500 Penalty: 4452.414062
	Iteration 20F: 3 clusters Score -918355.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -918356.187500 Penalty: 4452.414062
	Iteration 21Q: 3 clusters Score -918356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -918359.812500 Penalty: 4452.414062
	Iteration 22Q: 3 clusters Score -918359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -918361.062500 Penalty: 4452.414062
	Iteration 23Q: 3 clusters Score -918361.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -918365.062500 Penalty: 4452.414062
	Iteration 24Q: 3 clusters Score -918365.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -918367.062500 Penalty: 4452.414062
	Iteration 25Q: 3 clusters Score -918367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -918367.562500 Penalty: 4452.414062
	Iteration 26Q: 3 clusters Score -918367.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -918368.062500 Penalty: 4452.414062
	Iteration 27Q: 3 clusters Score -918368.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -918369.875000 Penalty: 4452.414062
	Iteration 28Q: 3 clusters Score -918369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -918368.187500 Penalty: 4452.414062
	Iteration 29Q: 3 clusters Score -918368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -918372.312500 Penalty: 4452.414062
	Iteration 30Q: 3 clusters Score -918372.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -918372.062500 Penalty: 4452.414062
	Iteration 31Q: 3 clusters Score -918372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -918375.062500 Penalty: 4452.414062
	Iteration 32Q: 3 clusters Score -918375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -918376.562500 Penalty: 4452.414062
	Iteration 33Q: 3 clusters Score -918376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -918376.937500 Penalty: 4452.414062
	Iteration 34Q: 3 clusters Score -918376.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -918376.812500 Penalty: 4452.414062
	Iteration 35Q: 3 clusters Score -918376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -918378.687500 Penalty: 4452.414062
	Iteration 36Q: 3 clusters Score -918378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -918377.875000 Penalty: 4452.414062
	Iteration 37Q: 3 clusters Score -918377.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -918379.125000 Penalty: 4452.414062
	Iteration 38Q: 3 clusters Score -918379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -918380.875000 Penalty: 4452.414062
	Iteration 39Q: 3 clusters Score -918380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -918380.875000 Penalty: 4452.414062
	Iteration 40F: 3 clusters Score -918380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 31564 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 23134 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 5880 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 10364 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 12243 members 
Mstep: Class 24 contains 38279 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 35869 members 
Mstep: Class 30 contains 11864 members 
Mstep: Class 31 contains 2036 members 
Entering Unmasked Estep 
Score: -35699832.000000 Penalty: 97482.882812
Splitting cluster 15 changes total score from -35700468.000000 to -35699832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -643776.625000 Penalty: 2128.811279
	Iteration 0F: 2 clusters Score -643776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -639085.250000 Penalty: 4257.622559
	Iteration 0F: 3 clusters Score -639085.2 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -640323.562500 Penalty: 4257.622559
	Iteration 1F: 3 clusters Score -640323.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -640648.437500 Penalty: 4257.622559
	Iteration 2F: 3 clusters Score -640648.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -640885.875000 Penalty: 4257.622559
	Iteration 3F: 3 clusters Score -640885.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -641111.000000 Penalty: 4257.622559
	Iteration 4F: 3 clusters Score -641111 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -641323.562500 Penalty: 4257.622559
	Iteration 5Q: 3 clusters Score -641323.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -641545.062500 Penalty: 4257.622559
	Iteration 6Q: 3 clusters Score -641545.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -641741.750000 Penalty: 4257.622559
	Iteration 7Q: 3 clusters Score -641741.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -641882.875000 Penalty: 4257.622559
	Iteration 8Q: 3 clusters Score -641882.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -641979.437500 Penalty: 4257.622559
	Iteration 9Q: 3 clusters Score -641979.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -642050.187500 Penalty: 4257.622559
	Iteration 10Q: 3 clusters Score -642050.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -642095.562500 Penalty: 4257.622559
	Iteration 11Q: 3 clusters Score -642095.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -642128.750000 Penalty: 4257.622559
	Iteration 12Q: 3 clusters Score -642128.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -642148.562500 Penalty: 4257.622559
	Iteration 13Q: 3 clusters Score -642148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -642164.562500 Penalty: 4257.622559
	Iteration 14Q: 3 clusters Score -642164.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -642176.625000 Penalty: 4257.622559
	Iteration 15Q: 3 clusters Score -642176.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -642186.562500 Penalty: 4257.622559
	Iteration 16Q: 3 clusters Score -642186.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -642195.750000 Penalty: 4257.622559
	Iteration 17Q: 3 clusters Score -642195.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -642205.937500 Penalty: 4257.622559
	Iteration 18Q: 3 clusters Score -642205.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -642218.187500 Penalty: 4257.622559
	Iteration 19Q: 3 clusters Score -642218.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -642229.000000 Penalty: 4257.622559
	Iteration 20F: 3 clusters Score -642229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -642236.437500 Penalty: 4257.622559
	Iteration 21Q: 3 clusters Score -642236.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -642244.250000 Penalty: 4257.622559
	Iteration 22Q: 3 clusters Score -642244.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -642251.187500 Penalty: 4257.622559
	Iteration 23Q: 3 clusters Score -642251.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -642257.000000 Penalty: 4257.622559
	Iteration 24Q: 3 clusters Score -642257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -642262.812500 Penalty: 4257.622559
	Iteration 25Q: 3 clusters Score -642262.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -642268.437500 Penalty: 4257.622559
	Iteration 26Q: 3 clusters Score -642268.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -642275.312500 Penalty: 4257.622559
	Iteration 27Q: 3 clusters Score -642275.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -642282.812500 Penalty: 4257.622559
	Iteration 28Q: 3 clusters Score -642282.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -642289.250000 Penalty: 4257.622559
	Iteration 29Q: 3 clusters Score -642289.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -642289.875000 Penalty: 4257.622559
	Iteration 30Q: 3 clusters Score -642289.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -642294.625000 Penalty: 4257.622559
	Iteration 31Q: 3 clusters Score -642294.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -642295.875000 Penalty: 4257.622559
	Iteration 32Q: 3 clusters Score -642295.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -642298.500000 Penalty: 4257.622559
	Iteration 33Q: 3 clusters Score -642298.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -642302.187500 Penalty: 4257.622559
	Iteration 34Q: 3 clusters Score -642302.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -642305.312500 Penalty: 4257.622559
	Iteration 35Q: 3 clusters Score -642305.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -642306.750000 Penalty: 4257.622559
	Iteration 36Q: 3 clusters Score -642306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -642306.250000 Penalty: 4257.622559
	Iteration 37Q: 3 clusters Score -642306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -642306.250000 Penalty: 4257.622559
	Iteration 38F: 3 clusters Score -642306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Entering Unmasked Estep 
Score: -684180.750000 Penalty: 2137.025635
	Iteration 0F: 2 clusters Score -684180.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -679301.250000 Penalty: 4274.051270
	Iteration 0F: 3 clusters Score -679301.2 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -680490.125000 Penalty: 4274.051270
	Iteration 1F: 3 clusters Score -680490.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -680705.187500 Penalty: 4274.051270
	Iteration 2F: 3 clusters Score -680705.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -680817.562500 Penalty: 4274.051270
	Iteration 3Q: 3 clusters Score -680817.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -680906.562500 Penalty: 4274.051270
	Iteration 4Q: 3 clusters Score -680906.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -680977.062500 Penalty: 4274.051270
	Iteration 5Q: 3 clusters Score -680977.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -681034.000000 Penalty: 4274.051270
	Iteration 6Q: 3 clusters Score -681034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -681096.062500 Penalty: 4274.051270
	Iteration 7Q: 3 clusters Score -681096.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -681155.250000 Penalty: 4274.051270
	Iteration 8Q: 3 clusters Score -681155.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -681207.750000 Penalty: 4274.051270
	Iteration 9Q: 3 clusters Score -681207.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -681273.125000 Penalty: 4274.051270
	Iteration 10Q: 3 clusters Score -681273.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -681340.062500 Penalty: 4274.051270
	Iteration 11Q: 3 clusters Score -681340.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -681398.875000 Penalty: 4274.051270
	Iteration 12Q: 3 clusters Score -681398.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -681462.500000 Penalty: 4274.051270
	Iteration 13Q: 3 clusters Score -681462.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -681516.312500 Penalty: 4274.051270
	Iteration 14Q: 3 clusters Score -681516.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -681576.625000 Penalty: 4274.051270
	Iteration 15Q: 3 clusters Score -681576.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -681633.125000 Penalty: 4274.051270
	Iteration 16Q: 3 clusters Score -681633.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -681687.937500 Penalty: 4274.051270
	Iteration 17Q: 3 clusters Score -681687.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -681739.437500 Penalty: 4274.051270
	Iteration 18Q: 3 clusters Score -681739.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -681780.500000 Penalty: 4274.051270
	Iteration 19Q: 3 clusters Score -681780.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -681820.750000 Penalty: 4274.051270
	Iteration 20F: 3 clusters Score -681820.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -681861.750000 Penalty: 4274.051270
	Iteration 21Q: 3 clusters Score -681861.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -681902.750000 Penalty: 4274.051270
	Iteration 22Q: 3 clusters Score -681902.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -681948.062500 Penalty: 4274.051270
	Iteration 23Q: 3 clusters Score -681948.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -681988.687500 Penalty: 4274.051270
	Iteration 24Q: 3 clusters Score -681988.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -682030.500000 Penalty: 4274.051270
	Iteration 25Q: 3 clusters Score -682030.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -682079.375000 Penalty: 4274.051270
	Iteration 26Q: 3 clusters Score -682079.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -682118.687500 Penalty: 4274.051270
	Iteration 27Q: 3 clusters Score -682118.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -682164.875000 Penalty: 4274.051270
	Iteration 28Q: 3 clusters Score -682164.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -682203.625000 Penalty: 4274.051270
	Iteration 29Q: 3 clusters Score -682203.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -682236.687500 Penalty: 4274.051270
	Iteration 30Q: 3 clusters Score -682236.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -682262.500000 Penalty: 4274.051270
	Iteration 31Q: 3 clusters Score -682262.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -682282.437500 Penalty: 4274.051270
	Iteration 32Q: 3 clusters Score -682282.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -682300.250000 Penalty: 4274.051270
	Iteration 33Q: 3 clusters Score -682300.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -682321.812500 Penalty: 4274.051270
	Iteration 34Q: 3 clusters Score -682321.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -682347.437500 Penalty: 4274.051270
	Iteration 35Q: 3 clusters Score -682347.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -682376.562500 Penalty: 4274.051270
	Iteration 36Q: 3 clusters Score -682376.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -682391.750000 Penalty: 4274.051270
	Iteration 37Q: 3 clusters Score -682391.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -682401.125000 Penalty: 4274.051270
	Iteration 38Q: 3 clusters Score -682401.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -682412.500000 Penalty: 4274.051270
	Iteration 39Q: 3 clusters Score -682412.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -682423.250000 Penalty: 4274.051270
	Iteration 40F: 3 clusters Score -682423.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -682438.937500 Penalty: 4274.051270
	Iteration 41Q: 3 clusters Score -682438.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -682457.625000 Penalty: 4274.051270
	Iteration 42Q: 3 clusters Score -682457.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -682473.687500 Penalty: 4274.051270
	Iteration 43Q: 3 clusters Score -682473.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -682481.625000 Penalty: 4274.051270
	Iteration 44Q: 3 clusters Score -682481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -682489.500000 Penalty: 4274.051270
	Iteration 45Q: 3 clusters Score -682489.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -682494.125000 Penalty: 4274.051270
	Iteration 46Q: 3 clusters Score -682494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -682497.750000 Penalty: 4274.051270
	Iteration 47Q: 3 clusters Score -682497.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -682501.812500 Penalty: 4274.051270
	Iteration 48Q: 3 clusters Score -682501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -682504.125000 Penalty: 4274.051270
	Iteration 49Q: 3 clusters Score -682504.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -682507.062500 Penalty: 4274.051270
	Iteration 50Q: 3 clusters Score -682507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -682507.312500 Penalty: 4274.051270
	Iteration 51Q: 3 clusters Score -682507.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -682507.187500 Penalty: 4274.051270
	Iteration 52Q: 3 clusters Score -682507.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -682509.750000 Penalty: 4274.051270
	Iteration 53Q: 3 clusters Score -682509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -682511.125000 Penalty: 4274.051270
	Iteration 54Q: 3 clusters Score -682511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -682511.187500 Penalty: 4274.051270
	Iteration 55Q: 3 clusters Score -682511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -682514.312500 Penalty: 4274.051270
	Iteration 56Q: 3 clusters Score -682514.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -682515.687500 Penalty: 4274.051270
	Iteration 57Q: 3 clusters Score -682515.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -682518.312500 Penalty: 4274.051270
	Iteration 58Q: 3 clusters Score -682518.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -682519.125000 Penalty: 4274.051270
	Iteration 59Q: 3 clusters Score -682519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -682520.062500 Penalty: 4274.051270
	Iteration 60F: 3 clusters Score -682520.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -682520.375000 Penalty: 4274.051270
	Iteration 61Q: 3 clusters Score -682520.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -682520.812500 Penalty: 4274.051270
	Iteration 62Q: 3 clusters Score -682520.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -682523.312500 Penalty: 4274.051270
	Iteration 63Q: 3 clusters Score -682523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -682524.500000 Penalty: 4274.051270
	Iteration 64Q: 3 clusters Score -682524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -682525.375000 Penalty: 4274.051270
	Iteration 65Q: 3 clusters Score -682525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -682529.437500 Penalty: 4274.051270
	Iteration 66Q: 3 clusters Score -682529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -682529.812500 Penalty: 4274.051270
	Iteration 67Q: 3 clusters Score -682529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -682530.625000 Penalty: 4274.051270
	Iteration 68Q: 3 clusters Score -682530.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -682531.875000 Penalty: 4274.051270
	Iteration 69Q: 3 clusters Score -682531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -682534.125000 Penalty: 4274.051270
	Iteration 70Q: 3 clusters Score -682534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -682535.375000 Penalty: 4274.051270
	Iteration 71Q: 3 clusters Score -682535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -682535.687500 Penalty: 4274.051270
	Iteration 72Q: 3 clusters Score -682535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -682537.750000 Penalty: 4274.051270
	Iteration 73Q: 3 clusters Score -682537.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -682538.562500 Penalty: 4274.051270
	Iteration 74Q: 3 clusters Score -682538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -682540.750000 Penalty: 4274.051270
	Iteration 75Q: 3 clusters Score -682540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -682541.750000 Penalty: 4274.051270
	Iteration 76Q: 3 clusters Score -682541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -682547.812500 Penalty: 4274.051270
	Iteration 77Q: 3 clusters Score -682547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -682552.375000 Penalty: 4274.051270
	Iteration 78Q: 3 clusters Score -682552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -682555.187500 Penalty: 4274.051270
	Iteration 79Q: 3 clusters Score -682555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -682558.625000 Penalty: 4274.051270
	Iteration 80F: 3 clusters Score -682558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -682560.312500 Penalty: 4274.051270
	Iteration 81Q: 3 clusters Score -682560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -682560.312500 Penalty: 4274.051270
	Iteration 82Q: 3 clusters Score -682560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -682561.125000 Penalty: 4274.051270
	Iteration 83Q: 3 clusters Score -682561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -682561.687500 Penalty: 4274.051270
	Iteration 84Q: 3 clusters Score -682561.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -682562.437500 Penalty: 4274.051270
	Iteration 85Q: 3 clusters Score -682562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -682563.250000 Penalty: 4274.051270
	Iteration 86Q: 3 clusters Score -682563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -682563.500000 Penalty: 4274.051270
	Iteration 87Q: 3 clusters Score -682563.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -682563.500000 Penalty: 4274.051270
	Iteration 88F: 3 clusters Score -682563.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Entering Unmasked Estep 
Score: -807166.187500 Penalty: 2182.016602
	Iteration 0F: 2 clusters Score -807166.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -801607.187500 Penalty: 4364.033203
	Iteration 0F: 3 clusters Score -801607.2 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -803057.500000 Penalty: 4364.033203
	Iteration 1F: 3 clusters Score -803057.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -803281.875000 Penalty: 4364.033203
	Iteration 2F: 3 clusters Score -803281.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -803479.500000 Penalty: 4364.033203
	Iteration 3F: 3 clusters Score -803479.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -803625.125000 Penalty: 4364.033203
	Iteration 4Q: 3 clusters Score -803625.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -803738.187500 Penalty: 4364.033203
	Iteration 5Q: 3 clusters Score -803738.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -803828.750000 Penalty: 4364.033203
	Iteration 6Q: 3 clusters Score -803828.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -803906.125000 Penalty: 4364.033203
	Iteration 7Q: 3 clusters Score -803906.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -803983.687500 Penalty: 4364.033203
	Iteration 8Q: 3 clusters Score -803983.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -804052.750000 Penalty: 4364.033203
	Iteration 9Q: 3 clusters Score -804052.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -804115.250000 Penalty: 4364.033203
	Iteration 10Q: 3 clusters Score -804115.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -804195.812500 Penalty: 4364.033203
	Iteration 11Q: 3 clusters Score -804195.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -804286.562500 Penalty: 4364.033203
	Iteration 12Q: 3 clusters Score -804286.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -804401.312500 Penalty: 4364.033203
	Iteration 13Q: 3 clusters Score -804401.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -804525.062500 Penalty: 4364.033203
	Iteration 14Q: 3 clusters Score -804525.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -804642.062500 Penalty: 4364.033203
	Iteration 15Q: 3 clusters Score -804642.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -804736.000000 Penalty: 4364.033203
	Iteration 16Q: 3 clusters Score -804736 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -804831.750000 Penalty: 4364.033203
	Iteration 17Q: 3 clusters Score -804831.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -804911.937500 Penalty: 4364.033203
	Iteration 18Q: 3 clusters Score -804911.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -804976.062500 Penalty: 4364.033203
	Iteration 19Q: 3 clusters Score -804976.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -805039.062500 Penalty: 4364.033203
	Iteration 20F: 3 clusters Score -805039.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -805085.000000 Penalty: 4364.033203
	Iteration 21Q: 3 clusters Score -805085 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -805126.687500 Penalty: 4364.033203
	Iteration 22Q: 3 clusters Score -805126.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -805172.250000 Penalty: 4364.033203
	Iteration 23Q: 3 clusters Score -805172.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -805201.062500 Penalty: 4364.033203
	Iteration 24Q: 3 clusters Score -805201.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -805219.437500 Penalty: 4364.033203
	Iteration 25Q: 3 clusters Score -805219.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -805234.812500 Penalty: 4364.033203
	Iteration 26Q: 3 clusters Score -805234.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -805247.000000 Penalty: 4364.033203
	Iteration 27Q: 3 clusters Score -805247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -805256.937500 Penalty: 4364.033203
	Iteration 28Q: 3 clusters Score -805256.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -805268.250000 Penalty: 4364.033203
	Iteration 29Q: 3 clusters Score -805268.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -805284.437500 Penalty: 4364.033203
	Iteration 30Q: 3 clusters Score -805284.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -805292.250000 Penalty: 4364.033203
	Iteration 31Q: 3 clusters Score -805292.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -805298.187500 Penalty: 4364.033203
	Iteration 32Q: 3 clusters Score -805298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -805306.062500 Penalty: 4364.033203
	Iteration 33Q: 3 clusters Score -805306.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -805308.750000 Penalty: 4364.033203
	Iteration 34Q: 3 clusters Score -805308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -805313.875000 Penalty: 4364.033203
	Iteration 35Q: 3 clusters Score -805313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -805316.750000 Penalty: 4364.033203
	Iteration 36Q: 3 clusters Score -805316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -805322.250000 Penalty: 4364.033203
	Iteration 37Q: 3 clusters Score -805322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -805325.000000 Penalty: 4364.033203
	Iteration 38Q: 3 clusters Score -805325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -805326.562500 Penalty: 4364.033203
	Iteration 39Q: 3 clusters Score -805326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -805330.187500 Penalty: 4364.033203
	Iteration 40F: 3 clusters Score -805330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -805331.000000 Penalty: 4364.033203
	Iteration 41Q: 3 clusters Score -805331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -805332.687500 Penalty: 4364.033203
	Iteration 42Q: 3 clusters Score -805332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -805333.500000 Penalty: 4364.033203
	Iteration 43Q: 3 clusters Score -805333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -805333.312500 Penalty: 4364.033203
	Iteration 44Q: 3 clusters Score -805333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -805334.875000 Penalty: 4364.033203
	Iteration 45Q: 3 clusters Score -805334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -805334.875000 Penalty: 4364.033203
	Iteration 46F: 3 clusters Score -805334.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Entering Unmasked Estep 
Score: -989676.125000 Penalty: 2293.031250
	Iteration 0F: 2 clusters Score -989676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -981775.062500 Penalty: 4586.062500
	Iteration 0F: 3 clusters Score -981775.1 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -984211.125000 Penalty: 4586.062500
	Iteration 1F: 3 clusters Score -984211.1 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -984745.562500 Penalty: 4586.062500
	Iteration 2F: 3 clusters Score -984745.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -985319.750000 Penalty: 4586.062500
	Iteration 3F: 3 clusters Score -985319.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -985824.750000 Penalty: 4586.062500
	Iteration 4F: 3 clusters Score -985824.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -986282.687500 Penalty: 4586.062500
	Iteration 5F: 3 clusters Score -986282.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -986651.437500 Penalty: 4586.062500
	Iteration 6F: 3 clusters Score -986651.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -986924.500000 Penalty: 4586.062500
	Iteration 7Q: 3 clusters Score -986924.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -987137.687500 Penalty: 4586.062500
	Iteration 8Q: 3 clusters Score -987137.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -987273.812500 Penalty: 4586.062500
	Iteration 9Q: 3 clusters Score -987273.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -987350.562500 Penalty: 4586.062500
	Iteration 10Q: 3 clusters Score -987350.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -987394.375000 Penalty: 4586.062500
	Iteration 11Q: 3 clusters Score -987394.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -987430.062500 Penalty: 4586.062500
	Iteration 12Q: 3 clusters Score -987430.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -987463.937500 Penalty: 4586.062500
	Iteration 13Q: 3 clusters Score -987463.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -987496.375000 Penalty: 4586.062500
	Iteration 14Q: 3 clusters Score -987496.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -987532.187500 Penalty: 4586.062500
	Iteration 15Q: 3 clusters Score -987532.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -987550.500000 Penalty: 4586.062500
	Iteration 16Q: 3 clusters Score -987550.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -987565.000000 Penalty: 4586.062500
	Iteration 17Q: 3 clusters Score -987565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -987582.125000 Penalty: 4586.062500
	Iteration 18Q: 3 clusters Score -987582.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -987593.500000 Penalty: 4586.062500
	Iteration 19Q: 3 clusters Score -987593.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -987609.250000 Penalty: 4586.062500
	Iteration 20F: 3 clusters Score -987609.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -987620.000000 Penalty: 4586.062500
	Iteration 21Q: 3 clusters Score -987620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -987628.312500 Penalty: 4586.062500
	Iteration 22Q: 3 clusters Score -987628.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -987637.937500 Penalty: 4586.062500
	Iteration 23Q: 3 clusters Score -987637.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -987644.687500 Penalty: 4586.062500
	Iteration 24Q: 3 clusters Score -987644.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -987653.000000 Penalty: 4586.062500
	Iteration 25Q: 3 clusters Score -987653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -987660.000000 Penalty: 4586.062500
	Iteration 26Q: 3 clusters Score -987660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -987668.000000 Penalty: 4586.062500
	Iteration 27Q: 3 clusters Score -987668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -987676.250000 Penalty: 4586.062500
	Iteration 28Q: 3 clusters Score -987676.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -987679.250000 Penalty: 4586.062500
	Iteration 29Q: 3 clusters Score -987679.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -987682.687500 Penalty: 4586.062500
	Iteration 30Q: 3 clusters Score -987682.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -987685.187500 Penalty: 4586.062500
	Iteration 31Q: 3 clusters Score -987685.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -987686.312500 Penalty: 4586.062500
	Iteration 32Q: 3 clusters Score -987686.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -987688.812500 Penalty: 4586.062500
	Iteration 33Q: 3 clusters Score -987688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -987692.000000 Penalty: 4586.062500
	Iteration 34Q: 3 clusters Score -987692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -987692.937500 Penalty: 4586.062500
	Iteration 35Q: 3 clusters Score -987692.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -987695.125000 Penalty: 4586.062500
	Iteration 36Q: 3 clusters Score -987695.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -987698.750000 Penalty: 4586.062500
	Iteration 37Q: 3 clusters Score -987698.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -987701.750000 Penalty: 4586.062500
	Iteration 38Q: 3 clusters Score -987701.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -987703.812500 Penalty: 4586.062500
	Iteration 39Q: 3 clusters Score -987703.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -987703.875000 Penalty: 4586.062500
	Iteration 40F: 3 clusters Score -987703.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -987707.937500 Penalty: 4586.062500
	Iteration 41Q: 3 clusters Score -987707.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -987709.625000 Penalty: 4586.062500
	Iteration 42Q: 3 clusters Score -987709.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -987714.812500 Penalty: 4586.062500
	Iteration 43Q: 3 clusters Score -987714.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -987722.062500 Penalty: 4586.062500
	Iteration 44Q: 3 clusters Score -987722.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -987725.250000 Penalty: 4586.062500
	Iteration 45Q: 3 clusters Score -987725.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -987729.687500 Penalty: 4586.062500
	Iteration 46Q: 3 clusters Score -987729.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -987732.500000 Penalty: 4586.062500
	Iteration 47Q: 3 clusters Score -987732.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -987740.500000 Penalty: 4586.062500
	Iteration 48Q: 3 clusters Score -987740.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -987752.500000 Penalty: 4586.062500
	Iteration 49Q: 3 clusters Score -987752.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -987757.062500 Penalty: 4586.062500
	Iteration 50Q: 3 clusters Score -987757.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -987763.000000 Penalty: 4586.062500
	Iteration 51Q: 3 clusters Score -987763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -987770.312500 Penalty: 4586.062500
	Iteration 52Q: 3 clusters Score -987770.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -987780.437500 Penalty: 4586.062500
	Iteration 53Q: 3 clusters Score -987780.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -987791.375000 Penalty: 4586.062500
	Iteration 54Q: 3 clusters Score -987791.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -987797.687500 Penalty: 4586.062500
	Iteration 55Q: 3 clusters Score -987797.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -987805.500000 Penalty: 4586.062500
	Iteration 56Q: 3 clusters Score -987805.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -987807.500000 Penalty: 4586.062500
	Iteration 57Q: 3 clusters Score -987807.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -987813.812500 Penalty: 4586.062500
	Iteration 58Q: 3 clusters Score -987813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -987814.750000 Penalty: 4586.062500
	Iteration 59Q: 3 clusters Score -987814.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -987816.625000 Penalty: 4586.062500
	Iteration 60F: 3 clusters Score -987816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -987814.562500 Penalty: 4586.062500
	Iteration 61Q: 3 clusters Score -987814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -987815.437500 Penalty: 4586.062500
	Iteration 62Q: 3 clusters Score -987815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -987815.812500 Penalty: 4586.062500
	Iteration 63Q: 3 clusters Score -987815.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -987820.750000 Penalty: 4586.062500
	Iteration 64Q: 3 clusters Score -987820.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -987822.312500 Penalty: 4586.062500
	Iteration 65Q: 3 clusters Score -987822.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -987824.125000 Penalty: 4586.062500
	Iteration 66Q: 3 clusters Score -987824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -987824.437500 Penalty: 4586.062500
	Iteration 67Q: 3 clusters Score -987824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -987825.937500 Penalty: 4586.062500
	Iteration 68Q: 3 clusters Score -987825.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -987826.625000 Penalty: 4586.062500
	Iteration 69Q: 3 clusters Score -987826.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -987824.937500 Penalty: 4586.062500
	Iteration 70Q: 3 clusters Score -987824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -987825.312500 Penalty: 4586.062500
	Iteration 71Q: 3 clusters Score -987825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -987825.500000 Penalty: 4586.062500
	Iteration 72Q: 3 clusters Score -987825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -987824.812500 Penalty: 4586.062500
	Iteration 73Q: 3 clusters Score -987824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -987827.000000 Penalty: 4586.062500
	Iteration 74Q: 3 clusters Score -987827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -987827.312500 Penalty: 4586.062500
	Iteration 75Q: 3 clusters Score -987827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -987828.812500 Penalty: 4586.062500
	Iteration 76Q: 3 clusters Score -987828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -987827.000000 Penalty: 4586.062500
	Iteration 77Q: 3 clusters Score -987827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -987827.000000 Penalty: 4586.062500
	Iteration 78F: 3 clusters Score -987827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Entering Unmasked Estep 
Score: -1716490.625000 Penalty: 2396.819824
	Iteration 0F: 2 clusters Score -1716491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1705228.000000 Penalty: 4793.639648
	Iteration 0F: 3 clusters Score -1705228 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1709173.500000 Penalty: 4793.639648
	Iteration 1F: 3 clusters Score -1709174 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1709875.125000 Penalty: 4793.639648
	Iteration 2F: 3 clusters Score -1709875 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1710560.500000 Penalty: 4793.639648
	Iteration 3F: 3 clusters Score -1710560 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1711255.625000 Penalty: 4793.639648
	Iteration 4F: 3 clusters Score -1711256 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1711959.750000 Penalty: 4793.639648
	Iteration 5F: 3 clusters Score -1711960 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1712570.000000 Penalty: 4793.639648
	Iteration 6F: 3 clusters Score -1712570 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1713074.000000 Penalty: 4793.639648
	Iteration 7Q: 3 clusters Score -1713074 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1713416.875000 Penalty: 4793.639648
	Iteration 8Q: 3 clusters Score -1713417 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1713692.375000 Penalty: 4793.639648
	Iteration 9Q: 3 clusters Score -1713692 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1713920.375000 Penalty: 4793.639648
	Iteration 10Q: 3 clusters Score -1713920 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1714108.375000 Penalty: 4793.639648
	Iteration 11Q: 3 clusters Score -1714108 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1714243.125000 Penalty: 4793.639648
	Iteration 12Q: 3 clusters Score -1714243 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1714380.750000 Penalty: 4793.639648
	Iteration 13Q: 3 clusters Score -1714381 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1714493.625000 Penalty: 4793.639648
	Iteration 14Q: 3 clusters Score -1714494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1714582.875000 Penalty: 4793.639648
	Iteration 15Q: 3 clusters Score -1714583 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1714654.375000 Penalty: 4793.639648
	Iteration 16Q: 3 clusters Score -1714654 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1714716.250000 Penalty: 4793.639648
	Iteration 17Q: 3 clusters Score -1714716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1714773.125000 Penalty: 4793.639648
	Iteration 18Q: 3 clusters Score -1714773 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1714828.750000 Penalty: 4793.639648
	Iteration 19Q: 3 clusters Score -1714829 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1714878.375000 Penalty: 4793.639648
	Iteration 20F: 3 clusters Score -1714878 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1714919.750000 Penalty: 4793.639648
	Iteration 21Q: 3 clusters Score -1714920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1714950.000000 Penalty: 4793.639648
	Iteration 22Q: 3 clusters Score -1714950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1714973.500000 Penalty: 4793.639648
	Iteration 23Q: 3 clusters Score -1714974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1714991.375000 Penalty: 4793.639648
	Iteration 24Q: 3 clusters Score -1714991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1715016.500000 Penalty: 4793.639648
	Iteration 25Q: 3 clusters Score -1715016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1715037.625000 Penalty: 4793.639648
	Iteration 26Q: 3 clusters Score -1715038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1715050.250000 Penalty: 4793.639648
	Iteration 27Q: 3 clusters Score -1715050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1715062.125000 Penalty: 4793.639648
	Iteration 28Q: 3 clusters Score -1715062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1715068.875000 Penalty: 4793.639648
	Iteration 29Q: 3 clusters Score -1715069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1715071.625000 Penalty: 4793.639648
	Iteration 30Q: 3 clusters Score -1715072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1715074.250000 Penalty: 4793.639648
	Iteration 31Q: 3 clusters Score -1715074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1715077.250000 Penalty: 4793.639648
	Iteration 32Q: 3 clusters Score -1715077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1715080.000000 Penalty: 4793.639648
	Iteration 33Q: 3 clusters Score -1715080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1715081.750000 Penalty: 4793.639648
	Iteration 34Q: 3 clusters Score -1715082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1715084.375000 Penalty: 4793.639648
	Iteration 35Q: 3 clusters Score -1715084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1715083.250000 Penalty: 4793.639648
	Iteration 36Q: 3 clusters Score -1715083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1715090.375000 Penalty: 4793.639648
	Iteration 37Q: 3 clusters Score -1715090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1715089.250000 Penalty: 4793.639648
	Iteration 38Q: 3 clusters Score -1715089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1715093.625000 Penalty: 4793.639648
	Iteration 39Q: 3 clusters Score -1715094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1715090.750000 Penalty: 4793.639648
	Iteration 40F: 3 clusters Score -1715091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1715092.500000 Penalty: 4793.639648
	Iteration 41Q: 3 clusters Score -1715092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1715092.500000 Penalty: 4793.639648
	Iteration 42F: 3 clusters Score -1715092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Entering Unmasked Estep 
Score: -1167553.000000 Penalty: 2306.943115
	Iteration 0F: 2 clusters Score -1167553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1159295.250000 Penalty: 4613.886230
	Iteration 0F: 3 clusters Score -1159295 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1162276.625000 Penalty: 4613.886230
	Iteration 1F: 3 clusters Score -1162277 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1163157.000000 Penalty: 4613.886230
	Iteration 2F: 3 clusters Score -1163157 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1163962.375000 Penalty: 4613.886230
	Iteration 3F: 3 clusters Score -1163962 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1164561.000000 Penalty: 4613.886230
	Iteration 4F: 3 clusters Score -1164561 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1164993.625000 Penalty: 4613.886230
	Iteration 5F: 3 clusters Score -1164994 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1165242.000000 Penalty: 4613.886230
	Iteration 6Q: 3 clusters Score -1165242 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1165410.625000 Penalty: 4613.886230
	Iteration 7Q: 3 clusters Score -1165411 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1165544.750000 Penalty: 4613.886230
	Iteration 8Q: 3 clusters Score -1165545 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1165635.125000 Penalty: 4613.886230
	Iteration 9Q: 3 clusters Score -1165635 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1165713.625000 Penalty: 4613.886230
	Iteration 10Q: 3 clusters Score -1165714 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1165781.125000 Penalty: 4613.886230
	Iteration 11Q: 3 clusters Score -1165781 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1165847.500000 Penalty: 4613.886230
	Iteration 12Q: 3 clusters Score -1165848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1165907.875000 Penalty: 4613.886230
	Iteration 13Q: 3 clusters Score -1165908 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1165976.625000 Penalty: 4613.886230
	Iteration 14Q: 3 clusters Score -1165977 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1166044.750000 Penalty: 4613.886230
	Iteration 15Q: 3 clusters Score -1166045 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1166107.000000 Penalty: 4613.886230
	Iteration 16Q: 3 clusters Score -1166107 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1166150.750000 Penalty: 4613.886230
	Iteration 17Q: 3 clusters Score -1166151 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1166198.125000 Penalty: 4613.886230
	Iteration 18Q: 3 clusters Score -1166198 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1166244.500000 Penalty: 4613.886230
	Iteration 19Q: 3 clusters Score -1166244 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1166294.000000 Penalty: 4613.886230
	Iteration 20F: 3 clusters Score -1166294 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1166331.000000 Penalty: 4613.886230
	Iteration 21Q: 3 clusters Score -1166331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1166364.500000 Penalty: 4613.886230
	Iteration 22Q: 3 clusters Score -1166364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1166389.500000 Penalty: 4613.886230
	Iteration 23Q: 3 clusters Score -1166390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1166422.375000 Penalty: 4613.886230
	Iteration 24Q: 3 clusters Score -1166422 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1166445.375000 Penalty: 4613.886230
	Iteration 25Q: 3 clusters Score -1166445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1166463.125000 Penalty: 4613.886230
	Iteration 26Q: 3 clusters Score -1166463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1166488.750000 Penalty: 4613.886230
	Iteration 27Q: 3 clusters Score -1166489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1166503.250000 Penalty: 4613.886230
	Iteration 28Q: 3 clusters Score -1166503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1166516.000000 Penalty: 4613.886230
	Iteration 29Q: 3 clusters Score -1166516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1166522.875000 Penalty: 4613.886230
	Iteration 30Q: 3 clusters Score -1166523 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1166532.125000 Penalty: 4613.886230
	Iteration 31Q: 3 clusters Score -1166532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1166533.000000 Penalty: 4613.886230
	Iteration 32Q: 3 clusters Score -1166533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1166545.500000 Penalty: 4613.886230
	Iteration 33Q: 3 clusters Score -1166546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1166548.250000 Penalty: 4613.886230
	Iteration 34Q: 3 clusters Score -1166548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1166551.750000 Penalty: 4613.886230
	Iteration 35Q: 3 clusters Score -1166552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1166563.750000 Penalty: 4613.886230
	Iteration 36Q: 3 clusters Score -1166564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1166567.375000 Penalty: 4613.886230
	Iteration 37Q: 3 clusters Score -1166567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1166576.125000 Penalty: 4613.886230
	Iteration 38Q: 3 clusters Score -1166576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1166582.500000 Penalty: 4613.886230
	Iteration 39Q: 3 clusters Score -1166582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1166582.625000 Penalty: 4613.886230
	Iteration 40F: 3 clusters Score -1166583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1166588.375000 Penalty: 4613.886230
	Iteration 41Q: 3 clusters Score -1166588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1166591.250000 Penalty: 4613.886230
	Iteration 42Q: 3 clusters Score -1166591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1166593.375000 Penalty: 4613.886230
	Iteration 43Q: 3 clusters Score -1166593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1166593.125000 Penalty: 4613.886230
	Iteration 44Q: 3 clusters Score -1166593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1166597.500000 Penalty: 4613.886230
	Iteration 45Q: 3 clusters Score -1166598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1166596.375000 Penalty: 4613.886230
	Iteration 46Q: 3 clusters Score -1166596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1166595.750000 Penalty: 4613.886230
	Iteration 47Q: 3 clusters Score -1166596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1166601.500000 Penalty: 4613.886230
	Iteration 48Q: 3 clusters Score -1166602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1166606.500000 Penalty: 4613.886230
	Iteration 49Q: 3 clusters Score -1166606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1166610.250000 Penalty: 4613.886230
	Iteration 50Q: 3 clusters Score -1166610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1166613.625000 Penalty: 4613.886230
	Iteration 51Q: 3 clusters Score -1166614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1166617.750000 Penalty: 4613.886230
	Iteration 52Q: 3 clusters Score -1166618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1166621.125000 Penalty: 4613.886230
	Iteration 53Q: 3 clusters Score -1166621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1166624.500000 Penalty: 4613.886230
	Iteration 54Q: 3 clusters Score -1166624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1166631.625000 Penalty: 4613.886230
	Iteration 55Q: 3 clusters Score -1166632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1166634.125000 Penalty: 4613.886230
	Iteration 56Q: 3 clusters Score -1166634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1166639.500000 Penalty: 4613.886230
	Iteration 57Q: 3 clusters Score -1166640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1166649.125000 Penalty: 4613.886230
	Iteration 58Q: 3 clusters Score -1166649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1166660.125000 Penalty: 4613.886230
	Iteration 59Q: 3 clusters Score -1166660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1166669.750000 Penalty: 4613.886230
	Iteration 60F: 3 clusters Score -1166670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1166679.750000 Penalty: 4613.886230
	Iteration 61Q: 3 clusters Score -1166680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1166694.125000 Penalty: 4613.886230
	Iteration 62Q: 3 clusters Score -1166694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1166703.125000 Penalty: 4613.886230
	Iteration 63Q: 3 clusters Score -1166703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1166710.125000 Penalty: 4613.886230
	Iteration 64Q: 3 clusters Score -1166710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1166720.375000 Penalty: 4613.886230
	Iteration 65Q: 3 clusters Score -1166720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1166731.125000 Penalty: 4613.886230
	Iteration 66Q: 3 clusters Score -1166731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1166741.000000 Penalty: 4613.886230
	Iteration 67Q: 3 clusters Score -1166741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1166745.125000 Penalty: 4613.886230
	Iteration 68Q: 3 clusters Score -1166745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1166751.250000 Penalty: 4613.886230
	Iteration 69Q: 3 clusters Score -1166751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1166760.500000 Penalty: 4613.886230
	Iteration 70Q: 3 clusters Score -1166760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1166771.125000 Penalty: 4613.886230
	Iteration 71Q: 3 clusters Score -1166771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1166777.625000 Penalty: 4613.886230
	Iteration 72Q: 3 clusters Score -1166778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1166792.125000 Penalty: 4613.886230
	Iteration 73Q: 3 clusters Score -1166792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1166793.000000 Penalty: 4613.886230
	Iteration 74Q: 3 clusters Score -1166793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1166797.125000 Penalty: 4613.886230
	Iteration 75Q: 3 clusters Score -1166797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1166800.000000 Penalty: 4613.886230
	Iteration 76Q: 3 clusters Score -1166800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1166804.875000 Penalty: 4613.886230
	Iteration 77Q: 3 clusters Score -1166805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1166806.375000 Penalty: 4613.886230
	Iteration 78Q: 3 clusters Score -1166806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1166807.750000 Penalty: 4613.886230
	Iteration 79Q: 3 clusters Score -1166808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1166808.375000 Penalty: 4613.886230
	Iteration 80F: 3 clusters Score -1166808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1166809.500000 Penalty: 4613.886230
	Iteration 81Q: 3 clusters Score -1166810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1166813.625000 Penalty: 4613.886230
	Iteration 82Q: 3 clusters Score -1166814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1166816.375000 Penalty: 4613.886230
	Iteration 83Q: 3 clusters Score -1166816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1166816.500000 Penalty: 4613.886230
	Iteration 84Q: 3 clusters Score -1166816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1166816.250000 Penalty: 4613.886230
	Iteration 85Q: 3 clusters Score -1166816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1166816.250000 Penalty: 4613.886230
	Iteration 86Q: 3 clusters Score -1166816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1166815.625000 Penalty: 4613.886230
	Iteration 87Q: 3 clusters Score -1166816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1166817.625000 Penalty: 4613.886230
	Iteration 88Q: 3 clusters Score -1166818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1166817.125000 Penalty: 4613.886230
	Iteration 89Q: 3 clusters Score -1166817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1166816.750000 Penalty: 4613.886230
	Iteration 90Q: 3 clusters Score -1166817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1166817.750000 Penalty: 4613.886230
	Iteration 91Q: 3 clusters Score -1166818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1166818.750000 Penalty: 4613.886230
	Iteration 92Q: 3 clusters Score -1166819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1166823.375000 Penalty: 4613.886230
	Iteration 93Q: 3 clusters Score -1166823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1166823.500000 Penalty: 4613.886230
	Iteration 94Q: 3 clusters Score -1166824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1166821.125000 Penalty: 4613.886230
	Iteration 95Q: 3 clusters Score -1166821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1166821.125000 Penalty: 4613.886230
	Iteration 96Q: 3 clusters Score -1166821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1166822.500000 Penalty: 4613.886230
	Iteration 97Q: 3 clusters Score -1166822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1166825.250000 Penalty: 4613.886230
	Iteration 98Q: 3 clusters Score -1166825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1166826.375000 Penalty: 4613.886230
	Iteration 99Q: 3 clusters Score -1166826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1166829.000000 Penalty: 4613.886230
	Iteration 100F: 3 clusters Score -1166829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1166831.125000 Penalty: 4613.886230
	Iteration 101Q: 3 clusters Score -1166831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1166833.625000 Penalty: 4613.886230
	Iteration 102Q: 3 clusters Score -1166834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1166837.250000 Penalty: 4613.886230
	Iteration 103Q: 3 clusters Score -1166837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1166840.125000 Penalty: 4613.886230
	Iteration 104Q: 3 clusters Score -1166840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1166839.625000 Penalty: 4613.886230
	Iteration 105Q: 3 clusters Score -1166840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1166844.250000 Penalty: 4613.886230
	Iteration 106Q: 3 clusters Score -1166844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1166846.125000 Penalty: 4613.886230
	Iteration 107Q: 3 clusters Score -1166846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1166847.125000 Penalty: 4613.886230
	Iteration 108Q: 3 clusters Score -1166847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1166848.250000 Penalty: 4613.886230
	Iteration 109Q: 3 clusters Score -1166848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1166850.875000 Penalty: 4613.886230
	Iteration 110Q: 3 clusters Score -1166851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1166851.500000 Penalty: 4613.886230
	Iteration 111Q: 3 clusters Score -1166852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1166855.125000 Penalty: 4613.886230
	Iteration 112Q: 3 clusters Score -1166855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1166853.875000 Penalty: 4613.886230
	Iteration 113Q: 3 clusters Score -1166854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1166852.125000 Penalty: 4613.886230
	Iteration 114Q: 3 clusters Score -1166852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1166852.125000 Penalty: 4613.886230
	Iteration 115F: 3 clusters Score -1166852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Entering Unmasked Estep 
Score: -1407714.375000 Penalty: 2324.854492
	Iteration 0F: 2 clusters Score -1407714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1398848.375000 Penalty: 4649.708984
	Iteration 0F: 3 clusters Score -1398848 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1401495.500000 Penalty: 4649.708984
	Iteration 1F: 3 clusters Score -1401496 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1401857.375000 Penalty: 4649.708984
	Iteration 2F: 3 clusters Score -1401857 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1402162.750000 Penalty: 4649.708984
	Iteration 3F: 3 clusters Score -1402163 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1402518.500000 Penalty: 4649.708984
	Iteration 4Q: 3 clusters Score -1402518 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1402889.625000 Penalty: 4649.708984
	Iteration 5F: 3 clusters Score -1402890 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1403293.250000 Penalty: 4649.708984
	Iteration 6F: 3 clusters Score -1403293 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1403693.000000 Penalty: 4649.708984
	Iteration 7F: 3 clusters Score -1403693 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1404089.250000 Penalty: 4649.708984
	Iteration 8Q: 3 clusters Score -1404089 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1404483.500000 Penalty: 4649.708984
	Iteration 9Q: 3 clusters Score -1404484 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1404800.500000 Penalty: 4649.708984
	Iteration 10Q: 3 clusters Score -1404800 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1405111.625000 Penalty: 4649.708984
	Iteration 11Q: 3 clusters Score -1405112 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1405379.750000 Penalty: 4649.708984
	Iteration 12Q: 3 clusters Score -1405380 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1405607.250000 Penalty: 4649.708984
	Iteration 13Q: 3 clusters Score -1405607 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1405795.500000 Penalty: 4649.708984
	Iteration 14Q: 3 clusters Score -1405796 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1405938.000000 Penalty: 4649.708984
	Iteration 15Q: 3 clusters Score -1405938 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1406025.250000 Penalty: 4649.708984
	Iteration 16Q: 3 clusters Score -1406025 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1406082.375000 Penalty: 4649.708984
	Iteration 17Q: 3 clusters Score -1406082 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1406134.375000 Penalty: 4649.708984
	Iteration 18Q: 3 clusters Score -1406134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1406168.000000 Penalty: 4649.708984
	Iteration 19Q: 3 clusters Score -1406168 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1406201.875000 Penalty: 4649.708984
	Iteration 20F: 3 clusters Score -1406202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1406225.875000 Penalty: 4649.708984
	Iteration 21Q: 3 clusters Score -1406226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1406244.375000 Penalty: 4649.708984
	Iteration 22Q: 3 clusters Score -1406244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1406260.000000 Penalty: 4649.708984
	Iteration 23Q: 3 clusters Score -1406260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1406281.500000 Penalty: 4649.708984
	Iteration 24Q: 3 clusters Score -1406282 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1406306.125000 Penalty: 4649.708984
	Iteration 25Q: 3 clusters Score -1406306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1406329.625000 Penalty: 4649.708984
	Iteration 26Q: 3 clusters Score -1406330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1406341.250000 Penalty: 4649.708984
	Iteration 27Q: 3 clusters Score -1406341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1406356.625000 Penalty: 4649.708984
	Iteration 28Q: 3 clusters Score -1406357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1406359.875000 Penalty: 4649.708984
	Iteration 29Q: 3 clusters Score -1406360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1406363.375000 Penalty: 4649.708984
	Iteration 30Q: 3 clusters Score -1406363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1406372.375000 Penalty: 4649.708984
	Iteration 31Q: 3 clusters Score -1406372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1406379.125000 Penalty: 4649.708984
	Iteration 32Q: 3 clusters Score -1406379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1406392.000000 Penalty: 4649.708984
	Iteration 33Q: 3 clusters Score -1406392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1406398.250000 Penalty: 4649.708984
	Iteration 34Q: 3 clusters Score -1406398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1406402.875000 Penalty: 4649.708984
	Iteration 35Q: 3 clusters Score -1406403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1406411.750000 Penalty: 4649.708984
	Iteration 36Q: 3 clusters Score -1406412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1406414.500000 Penalty: 4649.708984
	Iteration 37Q: 3 clusters Score -1406414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1406419.250000 Penalty: 4649.708984
	Iteration 38Q: 3 clusters Score -1406419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1406420.625000 Penalty: 4649.708984
	Iteration 39Q: 3 clusters Score -1406421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1406427.625000 Penalty: 4649.708984
	Iteration 40F: 3 clusters Score -1406428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1406433.875000 Penalty: 4649.708984
	Iteration 41Q: 3 clusters Score -1406434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1406434.500000 Penalty: 4649.708984
	Iteration 42Q: 3 clusters Score -1406434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1406440.500000 Penalty: 4649.708984
	Iteration 43Q: 3 clusters Score -1406440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1406441.000000 Penalty: 4649.708984
	Iteration 44Q: 3 clusters Score -1406441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1406445.375000 Penalty: 4649.708984
	Iteration 45Q: 3 clusters Score -1406445 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1406451.250000 Penalty: 4649.708984
	Iteration 46Q: 3 clusters Score -1406451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1406455.500000 Penalty: 4649.708984
	Iteration 47Q: 3 clusters Score -1406456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1406461.875000 Penalty: 4649.708984
	Iteration 48Q: 3 clusters Score -1406462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1406464.375000 Penalty: 4649.708984
	Iteration 49Q: 3 clusters Score -1406464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1406475.625000 Penalty: 4649.708984
	Iteration 50Q: 3 clusters Score -1406476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1406480.375000 Penalty: 4649.708984
	Iteration 51Q: 3 clusters Score -1406480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1406478.125000 Penalty: 4649.708984
	Iteration 52Q: 3 clusters Score -1406478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1406480.500000 Penalty: 4649.708984
	Iteration 53Q: 3 clusters Score -1406480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1406481.625000 Penalty: 4649.708984
	Iteration 54Q: 3 clusters Score -1406482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1406481.750000 Penalty: 4649.708984
	Iteration 55Q: 3 clusters Score -1406482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1406480.250000 Penalty: 4649.708984
	Iteration 56Q: 3 clusters Score -1406480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1406482.750000 Penalty: 4649.708984
	Iteration 57Q: 3 clusters Score -1406483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1406482.375000 Penalty: 4649.708984
	Iteration 58Q: 3 clusters Score -1406482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1406485.000000 Penalty: 4649.708984
	Iteration 59Q: 3 clusters Score -1406485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1406485.875000 Penalty: 4649.708984
	Iteration 60F: 3 clusters Score -1406486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1406486.000000 Penalty: 4649.708984
	Iteration 61Q: 3 clusters Score -1406486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1406485.500000 Penalty: 4649.708984
	Iteration 62Q: 3 clusters Score -1406486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1406485.500000 Penalty: 4649.708984
	Iteration 63Q: 3 clusters Score -1406486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1406485.375000 Penalty: 4649.708984
	Iteration 64Q: 3 clusters Score -1406485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1406485.375000 Penalty: 4649.708984
	Iteration 65F: 3 clusters Score -1406485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Entering Unmasked Estep 
Score: -1500240.125000 Penalty: 2334.351807
	Iteration 0F: 2 clusters Score -1500240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1491222.625000 Penalty: 4668.703613
	Iteration 0F: 3 clusters Score -1491223 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1493960.375000 Penalty: 4668.703613
	Iteration 1F: 3 clusters Score -1493960 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1494351.875000 Penalty: 4668.703613
	Iteration 2F: 3 clusters Score -1494352 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1494673.125000 Penalty: 4668.703613
	Iteration 3F: 3 clusters Score -1494673 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1494937.375000 Penalty: 4668.703613
	Iteration 4Q: 3 clusters Score -1494937 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1495184.250000 Penalty: 4668.703613
	Iteration 5Q: 3 clusters Score -1495184 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1495383.875000 Penalty: 4668.703613
	Iteration 6Q: 3 clusters Score -1495384 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1495568.875000 Penalty: 4668.703613
	Iteration 7Q: 3 clusters Score -1495569 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1495755.375000 Penalty: 4668.703613
	Iteration 8Q: 3 clusters Score -1495755 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1495918.875000 Penalty: 4668.703613
	Iteration 9Q: 3 clusters Score -1495919 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1496069.750000 Penalty: 4668.703613
	Iteration 10Q: 3 clusters Score -1496070 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1496185.750000 Penalty: 4668.703613
	Iteration 11Q: 3 clusters Score -1496186 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1496276.875000 Penalty: 4668.703613
	Iteration 12Q: 3 clusters Score -1496277 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1496357.875000 Penalty: 4668.703613
	Iteration 13Q: 3 clusters Score -1496358 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1496424.500000 Penalty: 4668.703613
	Iteration 14Q: 3 clusters Score -1496424 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1496494.000000 Penalty: 4668.703613
	Iteration 15Q: 3 clusters Score -1496494 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1496548.500000 Penalty: 4668.703613
	Iteration 16Q: 3 clusters Score -1496548 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1496593.750000 Penalty: 4668.703613
	Iteration 17Q: 3 clusters Score -1496594 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1496632.875000 Penalty: 4668.703613
	Iteration 18Q: 3 clusters Score -1496633 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1496660.250000 Penalty: 4668.703613
	Iteration 19Q: 3 clusters Score -1496660 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1496681.000000 Penalty: 4668.703613
	Iteration 20F: 3 clusters Score -1496681 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1496697.875000 Penalty: 4668.703613
	Iteration 21Q: 3 clusters Score -1496698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1496708.250000 Penalty: 4668.703613
	Iteration 22Q: 3 clusters Score -1496708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1496721.875000 Penalty: 4668.703613
	Iteration 23Q: 3 clusters Score -1496722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1496737.125000 Penalty: 4668.703613
	Iteration 24Q: 3 clusters Score -1496737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1496753.375000 Penalty: 4668.703613
	Iteration 25Q: 3 clusters Score -1496753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1496765.750000 Penalty: 4668.703613
	Iteration 26Q: 3 clusters Score -1496766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1496773.625000 Penalty: 4668.703613
	Iteration 27Q: 3 clusters Score -1496774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1496785.750000 Penalty: 4668.703613
	Iteration 28Q: 3 clusters Score -1496786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1496791.375000 Penalty: 4668.703613
	Iteration 29Q: 3 clusters Score -1496791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1496793.750000 Penalty: 4668.703613
	Iteration 30Q: 3 clusters Score -1496794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1496799.750000 Penalty: 4668.703613
	Iteration 31Q: 3 clusters Score -1496800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1496804.000000 Penalty: 4668.703613
	Iteration 32Q: 3 clusters Score -1496804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1496805.625000 Penalty: 4668.703613
	Iteration 33Q: 3 clusters Score -1496806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1496805.375000 Penalty: 4668.703613
	Iteration 34Q: 3 clusters Score -1496805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1496805.000000 Penalty: 4668.703613
	Iteration 35Q: 3 clusters Score -1496805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1496805.875000 Penalty: 4668.703613
	Iteration 36Q: 3 clusters Score -1496806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1496806.750000 Penalty: 4668.703613
	Iteration 37Q: 3 clusters Score -1496807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1496805.625000 Penalty: 4668.703613
	Iteration 38Q: 3 clusters Score -1496806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1496804.375000 Penalty: 4668.703613
	Iteration 39Q: 3 clusters Score -1496804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1496808.375000 Penalty: 4668.703613
	Iteration 40F: 3 clusters Score -1496808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1496812.000000 Penalty: 4668.703613
	Iteration 41Q: 3 clusters Score -1496812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1496811.500000 Penalty: 4668.703613
	Iteration 42Q: 3 clusters Score -1496812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1496813.625000 Penalty: 4668.703613
	Iteration 43Q: 3 clusters Score -1496814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1496814.750000 Penalty: 4668.703613
	Iteration 44Q: 3 clusters Score -1496815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1496817.375000 Penalty: 4668.703613
	Iteration 45Q: 3 clusters Score -1496817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1496816.000000 Penalty: 4668.703613
	Iteration 46Q: 3 clusters Score -1496816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1496821.125000 Penalty: 4668.703613
	Iteration 47Q: 3 clusters Score -1496821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1496821.000000 Penalty: 4668.703613
	Iteration 48Q: 3 clusters Score -1496821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1496820.625000 Penalty: 4668.703613
	Iteration 49Q: 3 clusters Score -1496821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1496821.875000 Penalty: 4668.703613
	Iteration 50Q: 3 clusters Score -1496822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1496823.250000 Penalty: 4668.703613
	Iteration 51Q: 3 clusters Score -1496823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1496826.000000 Penalty: 4668.703613
	Iteration 52Q: 3 clusters Score -1496826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1496826.750000 Penalty: 4668.703613
	Iteration 53Q: 3 clusters Score -1496827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1496827.750000 Penalty: 4668.703613
	Iteration 54Q: 3 clusters Score -1496828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1496830.375000 Penalty: 4668.703613
	Iteration 55Q: 3 clusters Score -1496830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1496834.875000 Penalty: 4668.703613
	Iteration 56Q: 3 clusters Score -1496835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1496836.250000 Penalty: 4668.703613
	Iteration 57Q: 3 clusters Score -1496836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1496839.625000 Penalty: 4668.703613
	Iteration 58Q: 3 clusters Score -1496840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1496838.625000 Penalty: 4668.703613
	Iteration 59Q: 3 clusters Score -1496839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1496838.375000 Penalty: 4668.703613
	Iteration 60F: 3 clusters Score -1496838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1496840.000000 Penalty: 4668.703613
	Iteration 61Q: 3 clusters Score -1496840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1496839.625000 Penalty: 4668.703613
	Iteration 62Q: 3 clusters Score -1496840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1496840.375000 Penalty: 4668.703613
	Iteration 63Q: 3 clusters Score -1496840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1496838.250000 Penalty: 4668.703613
	Iteration 64Q: 3 clusters Score -1496838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1496834.250000 Penalty: 4668.703613
	Iteration 65Q: 3 clusters Score -1496834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1496836.375000 Penalty: 4668.703613
	Iteration 66Q: 3 clusters Score -1496836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1496837.500000 Penalty: 4668.703613
	Iteration 67Q: 3 clusters Score -1496838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1496840.875000 Penalty: 4668.703613
	Iteration 68Q: 3 clusters Score -1496841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1496844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1496843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1496841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1496840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1496848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1496850.500000 Penalty: 4668.703613
	Iteration 74Q: 3 clusters Score -1496850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1496856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1496860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1496866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1496870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1496877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1496883.625000 Penalty: 4668.703613
	Iteration 80F: 3 clusters Score -1496884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1496889 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1496895.250000 Penalty: 4668.703613
	Iteration 82Q: 3 clusters Score -1496895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1496897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1496900.875000 Penalty: 4668.703613
	Iteration 84Q: 3 clusters Score -1496901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1496908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1496916.875000 Penalty: 4668.703613
	Iteration 86Q: 3 clusters Score -1496917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1496917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1496923 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1496935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1496938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1496942.625000 Penalty: 4668.703613
	Iteration 91Q: 3 clusters Score -1496943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1496949 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1496953.500000 Penalty: 4668.703613
	Iteration 93Q: 3 clusters Score -1496954 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1496962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1496965.875000 Penalty: 4668.703613
	Iteration 95Q: 3 clusters Score -1496966 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1496968 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1496974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1496981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1496986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1496990 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1497000.625000 Penalty: 4668.703613
	Iteration 101Q: 3 clusters Score -1497001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1497010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1497018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1497017.875000 Penalty: 4668.703613
	Iteration 104Q: 3 clusters Score -1497018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1497025.750000 Penalty: 4668.703613
	Iteration 105Q: 3 clusters Score -1497026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1497028.125000 Penalty: 4668.703613
	Iteration 106Q: 3 clusters Score -1497028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1497036.500000 Penalty: 4668.703613
	Iteration 107Q: 3 clusters Score -1497036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1497040.875000 Penalty: 4668.703613
	Iteration 108Q: 3 clusters Score -1497041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1497038.625000 Penalty: 4668.703613
	Iteration 109Q: 3 clusters Score -1497039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1497042.000000 Penalty: 4668.703613
	Iteration 110Q: 3 clusters Score -1497042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1497045.750000 Penalty: 4668.703613
	Iteration 111Q: 3 clusters Score -1497046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1497050.000000 Penalty: 4668.703613
	Iteration 112Q: 3 clusters Score -1497050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1497054.500000 Penalty: 4668.703613
	Iteration 113Q: 3 clusters Score -1497054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1497057.750000 Penalty: 4668.703613
	Iteration 114Q: 3 clusters Score -1497058 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5966 members 
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Entering Unmasked Estep 
Score: -1497064.500000 Penalty: 4668.703613
	Iteration 115Q: 3 clusters Score -1497064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1497067 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1497068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1497069 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5891 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1497071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1497074.375000 Penalty: 4668.703613
	Iteration 120F: 3 clusters Score -1497074 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1497077.250000 Penalty: 4668.703613
	Iteration 121Q: 3 clusters Score -1497077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1497082.875000 Penalty: 4668.703613
	Iteration 122Q: 3 clusters Score -1497083 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1497078.875000 Penalty: 4668.703613
	Iteration 123Q: 3 clusters Score -1497079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1497080.125000 Penalty: 4668.703613
	Iteration 124Q: 3 clusters Score -1497080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1497081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1497086.125000 Penalty: 4668.703613
	Iteration 126Q: 3 clusters Score -1497086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1497081 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1497083.000000 Penalty: 4668.703613
	Iteration 128Q: 3 clusters Score -1497083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1497085.250000 Penalty: 4668.703613
	Iteration 129Q: 3 clusters Score -1497085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1497085.625000 Penalty: 4668.703613
	Iteration 130Q: 3 clusters Score -1497086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1497088.500000 Penalty: 4668.703613
	Iteration 131Q: 3 clusters Score -1497088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1497089.500000 Penalty: 4668.703613
	Iteration 132Q: 3 clusters Score -1497090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1497092.000000 Penalty: 4668.703613
	Iteration 133Q: 3 clusters Score -1497092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1497094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1497094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1497099.125000 Penalty: 4668.703613
	Iteration 136Q: 3 clusters Score -1497099 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1497103.000000 Penalty: 4668.703613
	Iteration 137Q: 3 clusters Score -1497103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1497102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1497103.875000 Penalty: 4668.703613
	Iteration 139Q: 3 clusters Score -1497104 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1497105.125000 Penalty: 4668.703613
	Iteration 140F: 3 clusters Score -1497105 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1497106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1497113.875000 Penalty: 4668.703613
	Iteration 142Q: 3 clusters Score -1497114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1497116.375000 Penalty: 4668.703613
	Iteration 143Q: 3 clusters Score -1497116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1497120.625000 Penalty: 4668.703613
	Iteration 144Q: 3 clusters Score -1497121 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1497123.000000 Penalty: 4668.703613
	Iteration 145Q: 3 clusters Score -1497123 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1497122.500000 Penalty: 4668.703613
	Iteration 146Q: 3 clusters Score -1497122 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1497126.875000 Penalty: 4668.703613
	Iteration 147Q: 3 clusters Score -1497127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1497132.125000 Penalty: 4668.703613
	Iteration 148Q: 3 clusters Score -1497132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1497130.875000 Penalty: 4668.703613
	Iteration 149Q: 3 clusters Score -1497131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1497132.250000 Penalty: 4668.703613
	Iteration 150Q: 3 clusters Score -1497132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1497138.625000 Penalty: 4668.703613
	Iteration 151Q: 3 clusters Score -1497139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1497139.875000 Penalty: 4668.703613
	Iteration 152Q: 3 clusters Score -1497140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1497137.875000 Penalty: 4668.703613
	Iteration 153Q: 3 clusters Score -1497138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1497140.375000 Penalty: 4668.703613
	Iteration 154Q: 3 clusters Score -1497140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1497141.875000 Penalty: 4668.703613
	Iteration 155Q: 3 clusters Score -1497142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1497147.125000 Penalty: 4668.703613
	Iteration 156Q: 3 clusters Score -1497147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1497155.375000 Penalty: 4668.703613
	Iteration 157Q: 3 clusters Score -1497155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1497156.125000 Penalty: 4668.703613
	Iteration 158Q: 3 clusters Score -1497156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1497163.875000 Penalty: 4668.703613
	Iteration 159Q: 3 clusters Score -1497164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1497176.000000 Penalty: 4668.703613
	Iteration 160F: 3 clusters Score -1497176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1497187.500000 Penalty: 4668.703613
	Iteration 161Q: 3 clusters Score -1497188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1497189.750000 Penalty: 4668.703613
	Iteration 162Q: 3 clusters Score -1497190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1497203.625000 Penalty: 4668.703613
	Iteration 163Q: 3 clusters Score -1497204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1497215.625000 Penalty: 4668.703613
	Iteration 164Q: 3 clusters Score -1497216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1497237.250000 Penalty: 4668.703613
	Iteration 165Q: 3 clusters Score -1497237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1497249.750000 Penalty: 4668.703613
	Iteration 166Q: 3 clusters Score -1497250 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1497262.500000 Penalty: 4668.703613
	Iteration 167Q: 3 clusters Score -1497262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1497276.875000 Penalty: 4668.703613
	Iteration 168Q: 3 clusters Score -1497277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1497292.375000 Penalty: 4668.703613
	Iteration 169Q: 3 clusters Score -1497292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1497309.000000 Penalty: 4668.703613
	Iteration 170Q: 3 clusters Score -1497309 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1497323.500000 Penalty: 4668.703613
	Iteration 171Q: 3 clusters Score -1497324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1497337.500000 Penalty: 4668.703613
	Iteration 172Q: 3 clusters Score -1497338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1497352.375000 Penalty: 4668.703613
	Iteration 173Q: 3 clusters Score -1497352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1497371.125000 Penalty: 4668.703613
	Iteration 174Q: 3 clusters Score -1497371 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1497400.000000 Penalty: 4668.703613
	Iteration 175Q: 3 clusters Score -1497400 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1497419.000000 Penalty: 4668.703613
	Iteration 176Q: 3 clusters Score -1497419 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1497447.125000 Penalty: 4668.703613
	Iteration 177Q: 3 clusters Score -1497447 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1497468.250000 Penalty: 4668.703613
	Iteration 178Q: 3 clusters Score -1497468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1497501.250000 Penalty: 4668.703613
	Iteration 179Q: 3 clusters Score -1497501 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1497536.625000 Penalty: 4668.703613
	Iteration 180F: 3 clusters Score -1497537 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1497569.125000 Penalty: 4668.703613
	Iteration 181Q: 3 clusters Score -1497569 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1497620.875000 Penalty: 4668.703613
	Iteration 182Q: 3 clusters Score -1497621 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1497665.000000 Penalty: 4668.703613
	Iteration 183Q: 3 clusters Score -1497665 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1497710.000000 Penalty: 4668.703613
	Iteration 184Q: 3 clusters Score -1497710 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1497757.625000 Penalty: 4668.703613
	Iteration 185Q: 3 clusters Score -1497758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1497809.375000 Penalty: 4668.703613
	Iteration 186Q: 3 clusters Score -1497809 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1497857.250000 Penalty: 4668.703613
	Iteration 187Q: 3 clusters Score -1497857 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1497910.750000 Penalty: 4668.703613
	Iteration 188Q: 3 clusters Score -1497911 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1497968.125000 Penalty: 4668.703613
	Iteration 189Q: 3 clusters Score -1497968 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1498015.000000 Penalty: 4668.703613
	Iteration 190Q: 3 clusters Score -1498015 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1498055.750000 Penalty: 4668.703613
	Iteration 191Q: 3 clusters Score -1498056 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1498091.125000 Penalty: 4668.703613
	Iteration 192Q: 3 clusters Score -1498091 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1498121.750000 Penalty: 4668.703613
	Iteration 193Q: 3 clusters Score -1498122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1498150.250000 Penalty: 4668.703613
	Iteration 194Q: 3 clusters Score -1498150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1498186.125000 Penalty: 4668.703613
	Iteration 195Q: 3 clusters Score -1498186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1498213.000000 Penalty: 4668.703613
	Iteration 196Q: 3 clusters Score -1498213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1498238.375000 Penalty: 4668.703613
	Iteration 197Q: 3 clusters Score -1498238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1498260.125000 Penalty: 4668.703613
	Iteration 198Q: 3 clusters Score -1498260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1498274.500000 Penalty: 4668.703613
	Iteration 199Q: 3 clusters Score -1498274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1498291.250000 Penalty: 4668.703613
	Iteration 200F: 3 clusters Score -1498291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1498302.500000 Penalty: 4668.703613
	Iteration 201Q: 3 clusters Score -1498302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1498309.500000 Penalty: 4668.703613
	Iteration 202Q: 3 clusters Score -1498310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1498319.375000 Penalty: 4668.703613
	Iteration 203Q: 3 clusters Score -1498319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1498329.500000 Penalty: 4668.703613
	Iteration 204Q: 3 clusters Score -1498330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1498336.125000 Penalty: 4668.703613
	Iteration 205Q: 3 clusters Score -1498336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1498344.375000 Penalty: 4668.703613
	Iteration 206Q: 3 clusters Score -1498344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1498344.500000 Penalty: 4668.703613
	Iteration 207Q: 3 clusters Score -1498344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1498350.125000 Penalty: 4668.703613
	Iteration 208Q: 3 clusters Score -1498350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1498356.125000 Penalty: 4668.703613
	Iteration 209Q: 3 clusters Score -1498356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1498355.125000 Penalty: 4668.703613
	Iteration 210Q: 3 clusters Score -1498355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1498357.250000 Penalty: 4668.703613
	Iteration 211Q: 3 clusters Score -1498357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1498357.125000 Penalty: 4668.703613
	Iteration 212Q: 3 clusters Score -1498357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1498360.500000 Penalty: 4668.703613
	Iteration 213Q: 3 clusters Score -1498360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1498363.875000 Penalty: 4668.703613
	Iteration 214Q: 3 clusters Score -1498364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1498366.875000 Penalty: 4668.703613
	Iteration 215Q: 3 clusters Score -1498367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1498368.750000 Penalty: 4668.703613
	Iteration 216Q: 3 clusters Score -1498369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1498367.625000 Penalty: 4668.703613
	Iteration 217Q: 3 clusters Score -1498368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1498369.125000 Penalty: 4668.703613
	Iteration 218Q: 3 clusters Score -1498369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1498367.125000 Penalty: 4668.703613
	Iteration 219Q: 3 clusters Score -1498367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1498369.250000 Penalty: 4668.703613
	Iteration 220F: 3 clusters Score -1498369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1498368.375000 Penalty: 4668.703613
	Iteration 221Q: 3 clusters Score -1498368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1498372.625000 Penalty: 4668.703613
	Iteration 222Q: 3 clusters Score -1498373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1498373.625000 Penalty: 4668.703613
	Iteration 223Q: 3 clusters Score -1498374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1498373.375000 Penalty: 4668.703613
	Iteration 224Q: 3 clusters Score -1498373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1498373.375000 Penalty: 4668.703613
	Iteration 225F: 3 clusters Score -1498373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (38279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Entering Unmasked Estep 
Score: -4141352.750000 Penalty: 2617.059082
	Iteration 0F: 2 clusters Score -4141353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4115578.750000 Penalty: 5234.118164
	Iteration 0F: 3 clusters Score -4115579 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4125790.250000 Penalty: 5234.118164
	Iteration 1F: 3 clusters Score -4125790 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4126877.500000 Penalty: 5234.118164
	Iteration 2F: 3 clusters Score -4126878 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4128033.250000 Penalty: 5234.118164
	Iteration 3F: 3 clusters Score -4128033 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4129272.250000 Penalty: 5234.118164
	Iteration 4F: 3 clusters Score -4129272 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4130594.250000 Penalty: 5234.118164
	Iteration 5F: 3 clusters Score -4130594 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -4131809.500000 Penalty: 5234.118164
	Iteration 6F: 3 clusters Score -4131810 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4132924.250000 Penalty: 5234.118164
	Iteration 7F: 3 clusters Score -4132924 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4133845.000000 Penalty: 5234.118164
	Iteration 8Q: 3 clusters Score -4133845 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -4134548.250000 Penalty: 5234.118164
	Iteration 9Q: 3 clusters Score -4134548 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -4135073.500000 Penalty: 5234.118164
	Iteration 10Q: 3 clusters Score -4135074 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4135452.750000 Penalty: 5234.118164
	Iteration 11Q: 3 clusters Score -4135453 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4135717.000000 Penalty: 5234.118164
	Iteration 12Q: 3 clusters Score -4135717 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4135888.250000 Penalty: 5234.118164
	Iteration 13Q: 3 clusters Score -4135888 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4136030.000000 Penalty: 5234.118164
	Iteration 14Q: 3 clusters Score -4136030 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -4136132.500000 Penalty: 5234.118164
	Iteration 15Q: 3 clusters Score -4136132 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -4136255.500000 Penalty: 5234.118164
	Iteration 16Q: 3 clusters Score -4136256 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4136360.500000 Penalty: 5234.118164
	Iteration 17Q: 3 clusters Score -4136360 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4136447.750000 Penalty: 5234.118164
	Iteration 18Q: 3 clusters Score -4136448 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -4136528.750000 Penalty: 5234.118164
	Iteration 19Q: 3 clusters Score -4136529 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4136608.250000 Penalty: 5234.118164
	Iteration 20F: 3 clusters Score -4136608 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -4136690.250000 Penalty: 5234.118164
	Iteration 21Q: 3 clusters Score -4136690 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4136737.000000 Penalty: 5234.118164
	Iteration 22Q: 3 clusters Score -4136737 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -4136824.000000 Penalty: 5234.118164
	Iteration 23Q: 3 clusters Score -4136824 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -4136883.000000 Penalty: 5234.118164
	Iteration 24Q: 3 clusters Score -4136883 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -4136977.750000 Penalty: 5234.118164
	Iteration 25Q: 3 clusters Score -4136978 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -4137052.250000 Penalty: 5234.118164
	Iteration 26Q: 3 clusters Score -4137052 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4137157.250000 Penalty: 5234.118164
	Iteration 27Q: 3 clusters Score -4137157 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4137240.250000 Penalty: 5234.118164
	Iteration 28Q: 3 clusters Score -4137240 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -4137330.750000 Penalty: 5234.118164
	Iteration 29Q: 3 clusters Score -4137331 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -4137445.250000 Penalty: 5234.118164
	Iteration 30Q: 3 clusters Score -4137445 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4137530.000000 Penalty: 5234.118164
	Iteration 31Q: 3 clusters Score -4137530 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -4137622.250000 Penalty: 5234.118164
	Iteration 32Q: 3 clusters Score -4137622 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4137719.750000 Penalty: 5234.118164
	Iteration 33Q: 3 clusters Score -4137720 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -4137819.750000 Penalty: 5234.118164
	Iteration 34Q: 3 clusters Score -4137820 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -4137927.250000 Penalty: 5234.118164
	Iteration 35Q: 3 clusters Score -4137927 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4138011.000000 Penalty: 5234.118164
	Iteration 36Q: 3 clusters Score -4138011 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4138119.500000 Penalty: 5234.118164
	Iteration 37Q: 3 clusters Score -4138120 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4138237.000000 Penalty: 5234.118164
	Iteration 38Q: 3 clusters Score -4138237 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4138363.000000 Penalty: 5234.118164
	Iteration 39Q: 3 clusters Score -4138363 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4138480.000000 Penalty: 5234.118164
	Iteration 40F: 3 clusters Score -4138480 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -4138577.500000 Penalty: 5234.118164
	Iteration 41Q: 3 clusters Score -4138578 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4138717.500000 Penalty: 5234.118164
	Iteration 42Q: 3 clusters Score -4138718 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -4138829.750000 Penalty: 5234.118164
	Iteration 43Q: 3 clusters Score -4138830 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4138898.000000 Penalty: 5234.118164
	Iteration 44Q: 3 clusters Score -4138898 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -4138996.750000 Penalty: 5234.118164
	Iteration 45Q: 3 clusters Score -4138997 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -4139082.250000 Penalty: 5234.118164
	Iteration 46Q: 3 clusters Score -4139082 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -4139167.750000 Penalty: 5234.118164
	Iteration 47Q: 3 clusters Score -4139168 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4139230.750000 Penalty: 5234.118164
	Iteration 48Q: 3 clusters Score -4139231 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4139278.000000 Penalty: 5234.118164
	Iteration 49Q: 3 clusters Score -4139278 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -4139322.250000 Penalty: 5234.118164
	Iteration 50Q: 3 clusters Score -4139322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -4139338.250000 Penalty: 5234.118164
	Iteration 51Q: 3 clusters Score -4139338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4139358.000000 Penalty: 5234.118164
	Iteration 52Q: 3 clusters Score -4139358 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -4139391.500000 Penalty: 5234.118164
	Iteration 53Q: 3 clusters Score -4139392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4139421.500000 Penalty: 5234.118164
	Iteration 54Q: 3 clusters Score -4139422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4139440.500000 Penalty: 5234.118164
	Iteration 55Q: 3 clusters Score -4139440 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -4139453.750000 Penalty: 5234.118164
	Iteration 56Q: 3 clusters Score -4139454 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4139478.750000 Penalty: 5234.118164
	Iteration 57Q: 3 clusters Score -4139479 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4139496.250000 Penalty: 5234.118164
	Iteration 58Q: 3 clusters Score -4139496 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4139514.000000 Penalty: 5234.118164
	Iteration 59Q: 3 clusters Score -4139514 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4139546.500000 Penalty: 5234.118164
	Iteration 60F: 3 clusters Score -4139546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4139567.500000 Penalty: 5234.118164
	Iteration 61Q: 3 clusters Score -4139568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4139578.500000 Penalty: 5234.118164
	Iteration 62Q: 3 clusters Score -4139578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4139603.500000 Penalty: 5234.118164
	Iteration 63Q: 3 clusters Score -4139604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4139614.750000 Penalty: 5234.118164
	Iteration 64Q: 3 clusters Score -4139615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -4139624.000000 Penalty: 5234.118164
	Iteration 65Q: 3 clusters Score -4139624 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4139636.250000 Penalty: 5234.118164
	Iteration 66Q: 3 clusters Score -4139636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4139658.000000 Penalty: 5234.118164
	Iteration 67Q: 3 clusters Score -4139658 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4139670.250000 Penalty: 5234.118164
	Iteration 68Q: 3 clusters Score -4139670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4139685.000000 Penalty: 5234.118164
	Iteration 69Q: 3 clusters Score -4139685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4139681.250000 Penalty: 5234.118164
	Iteration 70Q: 3 clusters Score -4139681 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -4139677.500000 Penalty: 5234.118164
	Iteration 71Q: 3 clusters Score -4139678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4139690.000000 Penalty: 5234.118164
	Iteration 72Q: 3 clusters Score -4139690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4139691.250000 Penalty: 5234.118164
	Iteration 73Q: 3 clusters Score -4139691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4139695.500000 Penalty: 5234.118164
	Iteration 74Q: 3 clusters Score -4139696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4139695.500000 Penalty: 5234.118164
	Iteration 75Q: 3 clusters Score -4139696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4139701.750000 Penalty: 5234.118164
	Iteration 76Q: 3 clusters Score -4139702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4139707.750000 Penalty: 5234.118164
	Iteration 77Q: 3 clusters Score -4139708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -4139704.750000 Penalty: 5234.118164
	Iteration 78Q: 3 clusters Score -4139705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4139711.000000 Penalty: 5234.118164
	Iteration 79Q: 3 clusters Score -4139711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4139720.250000 Penalty: 5234.118164
	Iteration 80F: 3 clusters Score -4139720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -4139718.750000 Penalty: 5234.118164
	Iteration 81Q: 3 clusters Score -4139719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4139720.750000 Penalty: 5234.118164
	Iteration 82Q: 3 clusters Score -4139721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4139729.250000 Penalty: 5234.118164
	Iteration 83Q: 3 clusters Score -4139729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4139728.250000 Penalty: 5234.118164
	Iteration 84Q: 3 clusters Score -4139728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4139741.500000 Penalty: 5234.118164
	Iteration 85Q: 3 clusters Score -4139742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4139746.750000 Penalty: 5234.118164
	Iteration 86Q: 3 clusters Score -4139747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4139747.750000 Penalty: 5234.118164
	Iteration 87Q: 3 clusters Score -4139748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4139744.250000 Penalty: 5234.118164
	Iteration 88Q: 3 clusters Score -4139744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4139745.750000 Penalty: 5234.118164
	Iteration 89Q: 3 clusters Score -4139746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4139751.500000 Penalty: 5234.118164
	Iteration 90Q: 3 clusters Score -4139752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4139756.250000 Penalty: 5234.118164
	Iteration 91Q: 3 clusters Score -4139756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4139758.000000 Penalty: 5234.118164
	Iteration 92Q: 3 clusters Score -4139758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4139754.500000 Penalty: 5234.118164
	Iteration 93Q: 3 clusters Score -4139754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4139748.250000 Penalty: 5234.118164
	Iteration 94Q: 3 clusters Score -4139748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4139742.000000 Penalty: 5234.118164
	Iteration 95Q: 3 clusters Score -4139742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4139743.500000 Penalty: 5234.118164
	Iteration 96Q: 3 clusters Score -4139744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4139744.000000 Penalty: 5234.118164
	Iteration 97Q: 3 clusters Score -4139744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4139744.500000 Penalty: 5234.118164
	Iteration 98Q: 3 clusters Score -4139744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4139749.500000 Penalty: 5234.118164
	Iteration 99Q: 3 clusters Score -4139750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4139757.000000 Penalty: 5234.118164
	Iteration 100F: 3 clusters Score -4139757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4139749.750000 Penalty: 5234.118164
	Iteration 101Q: 3 clusters Score -4139750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4139748.500000 Penalty: 5234.118164
	Iteration 102Q: 3 clusters Score -4139748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4139752.250000 Penalty: 5234.118164
	Iteration 103Q: 3 clusters Score -4139752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4139752.500000 Penalty: 5234.118164
	Iteration 104Q: 3 clusters Score -4139752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -4139760.250000 Penalty: 5234.118164
	Iteration 105Q: 3 clusters Score -4139760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4139756.250000 Penalty: 5234.118164
	Iteration 106Q: 3 clusters Score -4139756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4139762.500000 Penalty: 5234.118164
	Iteration 107Q: 3 clusters Score -4139762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4139758.000000 Penalty: 5234.118164
	Iteration 108Q: 3 clusters Score -4139758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -4139758.000000 Penalty: 5234.118164
	Iteration 109F: 3 clusters Score -4139758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -783866.500000 Penalty: 2178.813721
	Iteration 0F: 2 clusters Score -783866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -778433.937500 Penalty: 4357.627441
	Iteration 0F: 3 clusters Score -778433.9 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -779754.562500 Penalty: 4357.627441
	Iteration 1F: 3 clusters Score -779754.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -779999.312500 Penalty: 4357.627441
	Iteration 2F: 3 clusters Score -779999.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -780181.250000 Penalty: 4357.627441
	Iteration 3F: 3 clusters Score -780181.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -780306.375000 Penalty: 4357.627441
	Iteration 4Q: 3 clusters Score -780306.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -780439.562500 Penalty: 4357.627441
	Iteration 5Q: 3 clusters Score -780439.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -780602.000000 Penalty: 4357.627441
	Iteration 6Q: 3 clusters Score -780602 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -780804.500000 Penalty: 4357.627441
	Iteration 7Q: 3 clusters Score -780804.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -781042.250000 Penalty: 4357.627441
	Iteration 8Q: 3 clusters Score -781042.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -781299.812500 Penalty: 4357.627441
	Iteration 9Q: 3 clusters Score -781299.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -781591.375000 Penalty: 4357.627441
	Iteration 10F: 3 clusters Score -781591.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -781827.375000 Penalty: 4357.627441
	Iteration 11Q: 3 clusters Score -781827.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -782014.625000 Penalty: 4357.627441
	Iteration 12Q: 3 clusters Score -782014.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -782141.687500 Penalty: 4357.627441
	Iteration 13Q: 3 clusters Score -782141.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -782211.250000 Penalty: 4357.627441
	Iteration 14Q: 3 clusters Score -782211.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -782251.500000 Penalty: 4357.627441
	Iteration 15Q: 3 clusters Score -782251.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -782277.312500 Penalty: 4357.627441
	Iteration 16Q: 3 clusters Score -782277.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -782301.250000 Penalty: 4357.627441
	Iteration 17Q: 3 clusters Score -782301.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -782316.625000 Penalty: 4357.627441
	Iteration 18Q: 3 clusters Score -782316.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -782325.312500 Penalty: 4357.627441
	Iteration 19Q: 3 clusters Score -782325.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -782333.437500 Penalty: 4357.627441
	Iteration 20F: 3 clusters Score -782333.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -782335.687500 Penalty: 4357.627441
	Iteration 21Q: 3 clusters Score -782335.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -782338.687500 Penalty: 4357.627441
	Iteration 22Q: 3 clusters Score -782338.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -782340.312500 Penalty: 4357.627441
	Iteration 23Q: 3 clusters Score -782340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -782341.312500 Penalty: 4357.627441
	Iteration 24Q: 3 clusters Score -782341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -782342.125000 Penalty: 4357.627441
	Iteration 25Q: 3 clusters Score -782342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -782344.812500 Penalty: 4357.627441
	Iteration 26Q: 3 clusters Score -782344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -782346.500000 Penalty: 4357.627441
	Iteration 27Q: 3 clusters Score -782346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -782344.937500 Penalty: 4357.627441
	Iteration 28Q: 3 clusters Score -782344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -782348.937500 Penalty: 4357.627441
	Iteration 29Q: 3 clusters Score -782348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -782348.125000 Penalty: 4357.627441
	Iteration 30Q: 3 clusters Score -782348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -782348.125000 Penalty: 4357.627441
	Iteration 31Q: 3 clusters Score -782348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -782347.687500 Penalty: 4357.627441
	Iteration 32Q: 3 clusters Score -782347.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -782346.562500 Penalty: 4357.627441
	Iteration 33Q: 3 clusters Score -782346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -782347.750000 Penalty: 4357.627441
	Iteration 34Q: 3 clusters Score -782347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -782348.375000 Penalty: 4357.627441
	Iteration 35Q: 3 clusters Score -782348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -782347.375000 Penalty: 4357.627441
	Iteration 36Q: 3 clusters Score -782347.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -782347.375000 Penalty: 4357.627441
	Iteration 37F: 3 clusters Score -782347.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -164614.578125 Penalty: 1794.254883
	Iteration 0F: 2 clusters Score -164614.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162428.109375 Penalty: 3588.509766
	Iteration 0F: 3 clusters Score -162428.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -162754.578125 Penalty: 3588.509766
	Iteration 1F: 3 clusters Score -162754.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162825.062500 Penalty: 3588.509766
	Iteration 2F: 3 clusters Score -162825.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162866.781250 Penalty: 3588.509766
	Iteration 3Q: 3 clusters Score -162866.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -162899.171875 Penalty: 3588.509766
	Iteration 4Q: 3 clusters Score -162899.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -162925.000000 Penalty: 3588.509766
	Iteration 5Q: 3 clusters Score -162925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162953.953125 Penalty: 3588.509766
	Iteration 6Q: 3 clusters Score -162954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162979.968750 Penalty: 3588.509766
	Iteration 7Q: 3 clusters Score -162980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -162997.640625 Penalty: 3588.509766
	Iteration 8Q: 3 clusters Score -162997.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -163005.546875 Penalty: 3588.509766
	Iteration 9Q: 3 clusters Score -163005.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -163008.390625 Penalty: 3588.509766
	Iteration 10Q: 3 clusters Score -163008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -163010.421875 Penalty: 3588.509766
	Iteration 11Q: 3 clusters Score -163010.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163012.343750 Penalty: 3588.509766
	Iteration 12Q: 3 clusters Score -163012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -163013.734375 Penalty: 3588.509766
	Iteration 13Q: 3 clusters Score -163013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163016.406250 Penalty: 3588.509766
	Iteration 14Q: 3 clusters Score -163016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -163017.421875 Penalty: 3588.509766
	Iteration 15Q: 3 clusters Score -163017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163018.593750 Penalty: 3588.509766
	Iteration 16Q: 3 clusters Score -163018.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -163023.484375 Penalty: 3588.509766
	Iteration 17Q: 3 clusters Score -163023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163024.890625 Penalty: 3588.509766
	Iteration 18Q: 3 clusters Score -163024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163026.125000 Penalty: 3588.509766
	Iteration 19Q: 3 clusters Score -163026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163027.734375 Penalty: 3588.509766
	Iteration 20F: 3 clusters Score -163027.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -212804.703125 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -212804.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -210290.828125 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -210290.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -210709.640625 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -210709.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210842.484375 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -210842.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -210902.015625 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -210902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -210941.703125 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -210941.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -210964.781250 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -210964.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -210978.062500 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -210978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210984.234375 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -210984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -210985.718750 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -210985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210987.437500 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -210987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210988.687500 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -210988.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -210989.640625 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -210989.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -210990.906250 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -210990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -210990.906250 Penalty: 3708.611084
	Iteration 13F: 3 clusters Score -210990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Entering Unmasked Estep 
Score: -379753.343750 Penalty: 1994.110596
	Iteration 0F: 2 clusters Score -379753.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -376368.281250 Penalty: 3988.221191
	Iteration 0F: 3 clusters Score -376368.3 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -377026.156250 Penalty: 3988.221191
	Iteration 1F: 3 clusters Score -377026.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -377172.906250 Penalty: 3988.221191
	Iteration 2F: 3 clusters Score -377172.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -377269.687500 Penalty: 3988.221191
	Iteration 3Q: 3 clusters Score -377269.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -377322.437500 Penalty: 3988.221191
	Iteration 4Q: 3 clusters Score -377322.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -377354.125000 Penalty: 3988.221191
	Iteration 5Q: 3 clusters Score -377354.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -377383.343750 Penalty: 3988.221191
	Iteration 6Q: 3 clusters Score -377383.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -377407.406250 Penalty: 3988.221191
	Iteration 7Q: 3 clusters Score -377407.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -377423.937500 Penalty: 3988.221191
	Iteration 8Q: 3 clusters Score -377423.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -377441.687500 Penalty: 3988.221191
	Iteration 9Q: 3 clusters Score -377441.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -377452.500000 Penalty: 3988.221191
	Iteration 10Q: 3 clusters Score -377452.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -377463.906250 Penalty: 3988.221191
	Iteration 11Q: 3 clusters Score -377463.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -377472.125000 Penalty: 3988.221191
	Iteration 12Q: 3 clusters Score -377472.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -377479.343750 Penalty: 3988.221191
	Iteration 13Q: 3 clusters Score -377479.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -377489.312500 Penalty: 3988.221191
	Iteration 14Q: 3 clusters Score -377489.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -377496.218750 Penalty: 3988.221191
	Iteration 15Q: 3 clusters Score -377496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -377500.031250 Penalty: 3988.221191
	Iteration 16Q: 3 clusters Score -377500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -377503.093750 Penalty: 3988.221191
	Iteration 17Q: 3 clusters Score -377503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -377504.531250 Penalty: 3988.221191
	Iteration 18Q: 3 clusters Score -377504.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -377505.718750 Penalty: 3988.221191
	Iteration 19Q: 3 clusters Score -377505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -377506.937500 Penalty: 3988.221191
	Iteration 20F: 3 clusters Score -377506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -377509.750000 Penalty: 3988.221191
	Iteration 21Q: 3 clusters Score -377509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -377511.125000 Penalty: 3988.221191
	Iteration 22Q: 3 clusters Score -377511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -377513.500000 Penalty: 3988.221191
	Iteration 23Q: 3 clusters Score -377513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -377514.093750 Penalty: 3988.221191
	Iteration 24Q: 3 clusters Score -377514.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -377514.812500 Penalty: 3988.221191
	Iteration 25Q: 3 clusters Score -377514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -377515.156250 Penalty: 3988.221191
	Iteration 26Q: 3 clusters Score -377515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -377515.156250 Penalty: 3988.221191
	Iteration 27F: 3 clusters Score -377515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Entering Unmasked Estep 
Score: -4257497.500000 Penalty: 2600.931885
	Iteration 0F: 2 clusters Score -4257498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4233205.500000 Penalty: 5201.863770
	Iteration 0F: 3 clusters Score -4233206 nChanged 16211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4242245.000000 Penalty: 5201.863770
	Iteration 1F: 3 clusters Score -4242245 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4243148.000000 Penalty: 5201.863770
	Iteration 2F: 3 clusters Score -4243148 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4244244.500000 Penalty: 5201.863770
	Iteration 3F: 3 clusters Score -4244244 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4245525.500000 Penalty: 5201.863770
	Iteration 4F: 3 clusters Score -4245526 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -4246891.500000 Penalty: 5201.863770
	Iteration 5F: 3 clusters Score -4246892 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -4248108.500000 Penalty: 5201.863770
	Iteration 6F: 3 clusters Score -4248108 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -4249217.500000 Penalty: 5201.863770
	Iteration 7F: 3 clusters Score -4249218 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4250316.000000 Penalty: 5201.863770
	Iteration 8Q: 3 clusters Score -4250316 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4251376.000000 Penalty: 5201.863770
	Iteration 9Q: 3 clusters Score -4251376 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -4252445.500000 Penalty: 5201.863770
	Iteration 10Q: 3 clusters Score -4252446 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4253440.500000 Penalty: 5201.863770
	Iteration 11Q: 3 clusters Score -4253440 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -4254149.500000 Penalty: 5201.863770
	Iteration 12Q: 3 clusters Score -4254150 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4254625.500000 Penalty: 5201.863770
	Iteration 13Q: 3 clusters Score -4254626 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -4254909.500000 Penalty: 5201.863770
	Iteration 14Q: 3 clusters Score -4254910 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -4255200.500000 Penalty: 5201.863770
	Iteration 15Q: 3 clusters Score -4255200 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4255657.500000 Penalty: 5201.863770
	Iteration 16Q: 3 clusters Score -4255658 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -4256658.500000 Penalty: 5201.863770
	Iteration 17Q: 3 clusters Score -4256658 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -4257298.500000 Penalty: 5201.863770
	Iteration 18Q: 3 clusters Score -4257298 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4257518.000000 Penalty: 5201.863770
	Iteration 19Q: 3 clusters Score -4257518 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -4257640.500000 Penalty: 5201.863770
	Iteration 20F: 3 clusters Score -4257640 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -4257753.500000 Penalty: 5201.863770
	Iteration 21Q: 3 clusters Score -4257754 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4257846.500000 Penalty: 5201.863770
	Iteration 22Q: 3 clusters Score -4257846 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -4257931.500000 Penalty: 5201.863770
	Iteration 23Q: 3 clusters Score -4257932 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -4258011.500000 Penalty: 5201.863770
	Iteration 24Q: 3 clusters Score -4258012 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -4258104.000000 Penalty: 5201.863770
	Iteration 25Q: 3 clusters Score -4258104 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -4258177.000000 Penalty: 5201.863770
	Iteration 26Q: 3 clusters Score -4258177 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4258253.000000 Penalty: 5201.863770
	Iteration 27Q: 3 clusters Score -4258253 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -4258318.500000 Penalty: 5201.863770
	Iteration 28Q: 3 clusters Score -4258318 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4258394.000000 Penalty: 5201.863770
	Iteration 29Q: 3 clusters Score -4258394 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -4258428.000000 Penalty: 5201.863770
	Iteration 30Q: 3 clusters Score -4258428 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4258482.500000 Penalty: 5201.863770
	Iteration 31Q: 3 clusters Score -4258482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -4258500.500000 Penalty: 5201.863770
	Iteration 32Q: 3 clusters Score -4258500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -4258515.500000 Penalty: 5201.863770
	Iteration 33Q: 3 clusters Score -4258516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -4258535.000000 Penalty: 5201.863770
	Iteration 34Q: 3 clusters Score -4258535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4258548.000000 Penalty: 5201.863770
	Iteration 35Q: 3 clusters Score -4258548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -4258567.000000 Penalty: 5201.863770
	Iteration 36Q: 3 clusters Score -4258567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -4258565.000000 Penalty: 5201.863770
	Iteration 37Q: 3 clusters Score -4258565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -4258577.500000 Penalty: 5201.863770
	Iteration 38Q: 3 clusters Score -4258578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -4258570.500000 Penalty: 5201.863770
	Iteration 39Q: 3 clusters Score -4258570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4258579.500000 Penalty: 5201.863770
	Iteration 40F: 3 clusters Score -4258580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4258581.000000 Penalty: 5201.863770
	Iteration 41Q: 3 clusters Score -4258581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -4258587.000000 Penalty: 5201.863770
	Iteration 42Q: 3 clusters Score -4258587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4258583.000000 Penalty: 5201.863770
	Iteration 43Q: 3 clusters Score -4258583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -4258585.500000 Penalty: 5201.863770
	Iteration 44Q: 3 clusters Score -4258586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4258584.000000 Penalty: 5201.863770
	Iteration 45Q: 3 clusters Score -4258584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4258586.500000 Penalty: 5201.863770
	Iteration 46Q: 3 clusters Score -4258586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4258579.000000 Penalty: 5201.863770
	Iteration 47Q: 3 clusters Score -4258579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4258582.000000 Penalty: 5201.863770
	Iteration 48Q: 3 clusters Score -4258582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4258582.000000 Penalty: 5201.863770
	Iteration 49Q: 3 clusters Score -4258582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -4258581.000000 Penalty: 5201.863770
	Iteration 50Q: 3 clusters Score -4258581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4258577.500000 Penalty: 5201.863770
	Iteration 51Q: 3 clusters Score -4258578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -4258581.500000 Penalty: 5201.863770
	Iteration 52Q: 3 clusters Score -4258582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4258583.000000 Penalty: 5201.863770
	Iteration 53Q: 3 clusters Score -4258583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4258583.000000 Penalty: 5201.863770
	Iteration 54F: 3 clusters Score -4258583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 31564 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 23134 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7916 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 10364 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 12243 members 
Mstep: Class 24 contains 38279 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 8268 members 
Mstep: Class 30 contains 11864 members 
Mstep: Class 31 contains 27601 members 
Entering Unmasked Estep 
Score: -35700944.000000 Penalty: 97482.882812
Splitting cluster 29 changes total score from -35700468.000000 to -35700944.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 30 (11864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Entering Unmasked Estep 
Score: -1422144.125000 Penalty: 2326.553467
	Iteration 0F: 2 clusters Score -1422144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1413198.250000 Penalty: 4653.106934
	Iteration 0F: 3 clusters Score -1413198 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1416011.125000 Penalty: 4653.106934
	Iteration 1F: 3 clusters Score -1416011 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1416499.000000 Penalty: 4653.106934
	Iteration 2F: 3 clusters Score -1416499 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1416925.000000 Penalty: 4653.106934
	Iteration 3F: 3 clusters Score -1416925 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1417339.875000 Penalty: 4653.106934
	Iteration 4F: 3 clusters Score -1417340 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1417706.625000 Penalty: 4653.106934
	Iteration 5F: 3 clusters Score -1417707 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1418056.250000 Penalty: 4653.106934
	Iteration 6Q: 3 clusters Score -1418056 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1418359.250000 Penalty: 4653.106934
	Iteration 7Q: 3 clusters Score -1418359 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1418624.500000 Penalty: 4653.106934
	Iteration 8Q: 3 clusters Score -1418624 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1418864.375000 Penalty: 4653.106934
	Iteration 9Q: 3 clusters Score -1418864 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1419059.750000 Penalty: 4653.106934
	Iteration 10Q: 3 clusters Score -1419060 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1419250.500000 Penalty: 4653.106934
	Iteration 11Q: 3 clusters Score -1419250 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1419420.500000 Penalty: 4653.106934
	Iteration 12Q: 3 clusters Score -1419420 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1419581.125000 Penalty: 4653.106934
	Iteration 13Q: 3 clusters Score -1419581 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1419736.125000 Penalty: 4653.106934
	Iteration 14Q: 3 clusters Score -1419736 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1419879.125000 Penalty: 4653.106934
	Iteration 15Q: 3 clusters Score -1419879 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1420014.250000 Penalty: 4653.106934
	Iteration 16Q: 3 clusters Score -1420014 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1420116.375000 Penalty: 4653.106934
	Iteration 17Q: 3 clusters Score -1420116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1420198.625000 Penalty: 4653.106934
	Iteration 18Q: 3 clusters Score -1420199 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1420262.000000 Penalty: 4653.106934
	Iteration 19Q: 3 clusters Score -1420262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1420315.750000 Penalty: 4653.106934
	Iteration 20F: 3 clusters Score -1420316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1420352.875000 Penalty: 4653.106934
	Iteration 21Q: 3 clusters Score -1420353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1420390.125000 Penalty: 4653.106934
	Iteration 22Q: 3 clusters Score -1420390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1420415.250000 Penalty: 4653.106934
	Iteration 23Q: 3 clusters Score -1420415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1420435.625000 Penalty: 4653.106934
	Iteration 24Q: 3 clusters Score -1420436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1420456.375000 Penalty: 4653.106934
	Iteration 25Q: 3 clusters Score -1420456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1420487.250000 Penalty: 4653.106934
	Iteration 26Q: 3 clusters Score -1420487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1420505.875000 Penalty: 4653.106934
	Iteration 27Q: 3 clusters Score -1420506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1420521.750000 Penalty: 4653.106934
	Iteration 28Q: 3 clusters Score -1420522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1420529.875000 Penalty: 4653.106934
	Iteration 29Q: 3 clusters Score -1420530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1420532.875000 Penalty: 4653.106934
	Iteration 30Q: 3 clusters Score -1420533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1420534.500000 Penalty: 4653.106934
	Iteration 31Q: 3 clusters Score -1420534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1420538.625000 Penalty: 4653.106934
	Iteration 32Q: 3 clusters Score -1420539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1420539.250000 Penalty: 4653.106934
	Iteration 33Q: 3 clusters Score -1420539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1420539.500000 Penalty: 4653.106934
	Iteration 34Q: 3 clusters Score -1420540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1420542.000000 Penalty: 4653.106934
	Iteration 35Q: 3 clusters Score -1420542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1420541.250000 Penalty: 4653.106934
	Iteration 36Q: 3 clusters Score -1420541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1420545.125000 Penalty: 4653.106934
	Iteration 37Q: 3 clusters Score -1420545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1420547.000000 Penalty: 4653.106934
	Iteration 38Q: 3 clusters Score -1420547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1420548.250000 Penalty: 4653.106934
	Iteration 39Q: 3 clusters Score -1420548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1420551.250000 Penalty: 4653.106934
	Iteration 40F: 3 clusters Score -1420551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1420556.625000 Penalty: 4653.106934
	Iteration 41Q: 3 clusters Score -1420557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1420564.000000 Penalty: 4653.106934
	Iteration 42Q: 3 clusters Score -1420564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1420568.375000 Penalty: 4653.106934
	Iteration 43Q: 3 clusters Score -1420568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1420575.250000 Penalty: 4653.106934
	Iteration 44Q: 3 clusters Score -1420575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1420581.125000 Penalty: 4653.106934
	Iteration 45Q: 3 clusters Score -1420581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1420581.250000 Penalty: 4653.106934
	Iteration 46Q: 3 clusters Score -1420581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1420581.250000 Penalty: 4653.106934
	Iteration 47F: 3 clusters Score -1420581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6041 members 
Mstep: Class 3 contains 8009 members 
Mstep: Class 4 contains 31564 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 23134 members 
Mstep: Class 9 contains 9178 members 
Mstep: Class 10 contains 6506 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7916 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 18 contains 6624 members 
Mstep: Class 19 contains 10364 members 
Mstep: Class 20 contains 15750 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 12243 members 
Mstep: Class 24 contains 38279 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1767 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 8268 members 
Mstep: Class 30 contains 11864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701740.000000 Penalty: 97482.882812
Iteration 119Q: 32 clusters Score -3.570174e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6038 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 31716 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 23122 members 
Mstep: Class 9 contains 9182 members 
Mstep: Class 10 contains 6503 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11073 members 
Mstep: Class 13 contains 14933 members 
Mstep: Class 14 contains 4080 members 
Mstep: Class 15 contains 7920 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 6608 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 20 contains 15923 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 11869 members 
Mstep: Class 23 contains 12242 members 
Mstep: Class 24 contains 38474 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 1759 members 
Mstep: Class 28 contains 3112 members 
Mstep: Class 29 contains 8250 members 
Mstep: Class 30 contains 11970 members 
Mstep: Class 31 contains 26778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702372.000000 Penalty: 97482.882812
Iteration 120F: 32 clusters Score -3.570237e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6039 members 
Mstep: Class 3 contains 8000 members 
Mstep: Class 4 contains 31537 members 
Mstep: Class 5 contains 2792 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 7575 members 
Mstep: Class 8 contains 22961 members 
Mstep: Class 9 contains 9185 members 
Mstep: Class 10 contains 6503 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7911 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 6587 members 
Mstep: Class 19 contains 10394 members 
Mstep: Class 20 contains 15978 members 
Mstep: Class 21 contains 10963 members 
Mstep: Class 22 contains 11855 members 
Mstep: Class 23 contains 12218 members 
Mstep: Class 24 contains 38283 members 
Mstep: Class 25 contains 6538 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3120 members 
Mstep: Class 29 contains 8291 members 
Mstep: Class 30 contains 12052 members 
Mstep: Class 31 contains 27211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702712.000000 Penalty: 97482.882812
Iteration 121Q: 32 clusters Score -3.570271e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 7985 members 
Mstep: Class 4 contains 31372 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 7577 members 
Mstep: Class 8 contains 22834 members 
Mstep: Class 9 contains 9183 members 
Mstep: Class 10 contains 6501 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11047 members 
Mstep: Class 13 contains 14951 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 7899 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5656 members 
Mstep: Class 18 contains 6565 members 
Mstep: Class 19 contains 10407 members 
Mstep: Class 20 contains 16015 members 
Mstep: Class 21 contains 10969 members 
Mstep: Class 22 contains 11845 members 
Mstep: Class 23 contains 12210 members 
Mstep: Class 24 contains 38211 members 
Mstep: Class 25 contains 6538 members 
Mstep: Class 26 contains 1389 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3130 members 
Mstep: Class 29 contains 8397 members 
Mstep: Class 30 contains 12112 members 
Mstep: Class 31 contains 27373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702872.000000 Penalty: 97482.882812
Iteration 122Q: 32 clusters Score -3.570287e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 31222 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 7581 members 
Mstep: Class 8 contains 22734 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 6498 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11027 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7889 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5666 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 10426 members 
Mstep: Class 20 contains 16039 members 
Mstep: Class 21 contains 10973 members 
Mstep: Class 22 contains 11849 members 
Mstep: Class 23 contains 12221 members 
Mstep: Class 24 contains 38171 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3133 members 
Mstep: Class 29 contains 8509 members 
Mstep: Class 30 contains 12167 members 
Mstep: Class 31 contains 27453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703000.000000 Penalty: 97482.882812
Iteration 123Q: 32 clusters Score -3.5703e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6034 members 
Mstep: Class 3 contains 7967 members 
Mstep: Class 4 contains 31083 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 6630 members 
Mstep: Class 7 contains 7583 members 
Mstep: Class 8 contains 22666 members 
Mstep: Class 9 contains 9198 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 14960 members 
Mstep: Class 14 contains 4075 members 
Mstep: Class 15 contains 7878 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 6515 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 16062 members 
Mstep: Class 21 contains 10970 members 
Mstep: Class 22 contains 11843 members 
Mstep: Class 23 contains 12233 members 
Mstep: Class 24 contains 38133 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 8600 members 
Mstep: Class 30 contains 12223 members 
Mstep: Class 31 contains 27528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703220.000000 Penalty: 97482.882812
Iteration 124Q: 32 clusters Score -3.570322e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6033 members 
Mstep: Class 3 contains 7970 members 
Mstep: Class 4 contains 30975 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 6653 members 
Mstep: Class 7 contains 7588 members 
Mstep: Class 8 contains 22595 members 
Mstep: Class 9 contains 9203 members 
Mstep: Class 10 contains 6485 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 4079 members 
Mstep: Class 15 contains 7871 members 
Mstep: Class 16 contains 5345 members 
Mstep: Class 17 contains 5703 members 
Mstep: Class 18 contains 6486 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 16086 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11824 members 
Mstep: Class 23 contains 12245 members 
Mstep: Class 24 contains 38077 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3137 members 
Mstep: Class 29 contains 8689 members 
Mstep: Class 30 contains 12272 members 
Mstep: Class 31 contains 27592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703232.000000 Penalty: 97482.882812
Iteration 125Q: 32 clusters Score -3.570323e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 7974 members 
Mstep: Class 4 contains 30880 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 7591 members 
Mstep: Class 8 contains 22545 members 
Mstep: Class 9 contains 9216 members 
Mstep: Class 10 contains 6483 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10992 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4081 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 5711 members 
Mstep: Class 18 contains 6463 members 
Mstep: Class 19 contains 10468 members 
Mstep: Class 20 contains 16109 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11816 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 38019 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3141 members 
Mstep: Class 29 contains 8772 members 
Mstep: Class 30 contains 12312 members 
Mstep: Class 31 contains 27644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703260.000000 Penalty: 97482.882812
Iteration 126Q: 32 clusters Score -3.570326e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 30796 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6669 members 
Mstep: Class 7 contains 7592 members 
Mstep: Class 8 contains 22511 members 
Mstep: Class 9 contains 9231 members 
Mstep: Class 10 contains 6477 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 4081 members 
Mstep: Class 15 contains 7866 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 5715 members 
Mstep: Class 18 contains 6440 members 
Mstep: Class 19 contains 10476 members 
Mstep: Class 20 contains 16130 members 
Mstep: Class 21 contains 10958 members 
Mstep: Class 22 contains 11806 members 
Mstep: Class 23 contains 12255 members 
Mstep: Class 24 contains 37961 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3146 members 
Mstep: Class 29 contains 8862 members 
Mstep: Class 30 contains 12349 members 
Mstep: Class 31 contains 27677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703252.000000 Penalty: 97482.882812
Iteration 127Q: 32 clusters Score -3.570325e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 3 contains 7980 members 
Mstep: Class 4 contains 30739 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 7592 members 
Mstep: Class 8 contains 22476 members 
Mstep: Class 9 contains 9243 members 
Mstep: Class 10 contains 6467 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 10970 members 
Mstep: Class 13 contains 14966 members 
Mstep: Class 14 contains 4084 members 
Mstep: Class 15 contains 7863 members 
Mstep: Class 16 contains 5344 members 
Mstep: Class 17 contains 5713 members 
Mstep: Class 18 contains 6421 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 16151 members 
Mstep: Class 21 contains 10951 members 
Mstep: Class 22 contains 11807 members 
Mstep: Class 23 contains 12260 members 
Mstep: Class 24 contains 37918 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3148 members 
Mstep: Class 29 contains 8940 members 
Mstep: Class 30 contains 12384 members 
Mstep: Class 31 contains 27686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703352.000000 Penalty: 97482.882812
Iteration 128Q: 32 clusters Score -3.570335e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 7978 members 
Mstep: Class 4 contains 30684 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 6679 members 
Mstep: Class 7 contains 7592 members 
Mstep: Class 8 contains 22440 members 
Mstep: Class 9 contains 9253 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 10963 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 4086 members 
Mstep: Class 15 contains 7862 members 
Mstep: Class 16 contains 5343 members 
Mstep: Class 17 contains 5714 members 
Mstep: Class 18 contains 6399 members 
Mstep: Class 19 contains 10487 members 
Mstep: Class 20 contains 16172 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 11807 members 
Mstep: Class 23 contains 12272 members 
Mstep: Class 24 contains 37888 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3149 members 
Mstep: Class 29 contains 9005 members 
Mstep: Class 30 contains 12418 members 
Mstep: Class 31 contains 27698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703348.000000 Penalty: 97482.882812
Iteration 129Q: 32 clusters Score -3.570335e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 7980 members 
Mstep: Class 4 contains 30637 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 6682 members 
Mstep: Class 7 contains 7596 members 
Mstep: Class 8 contains 22414 members 
Mstep: Class 9 contains 9254 members 
Mstep: Class 10 contains 6457 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 10954 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4081 members 
Mstep: Class 15 contains 7863 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5713 members 
Mstep: Class 18 contains 6371 members 
Mstep: Class 19 contains 10494 members 
Mstep: Class 20 contains 16192 members 
Mstep: Class 21 contains 10947 members 
Mstep: Class 22 contains 11807 members 
Mstep: Class 23 contains 12285 members 
Mstep: Class 24 contains 37865 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3151 members 
Mstep: Class 29 contains 9063 members 
Mstep: Class 30 contains 12450 members 
Mstep: Class 31 contains 27699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703356.000000 Penalty: 97482.882812
Iteration 130Q: 32 clusters Score -3.570336e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 7982 members 
Mstep: Class 4 contains 30588 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 7 contains 7601 members 
Mstep: Class 8 contains 22388 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 10 contains 6456 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10935 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4079 members 
Mstep: Class 15 contains 7861 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5715 members 
Mstep: Class 18 contains 6354 members 
Mstep: Class 19 contains 10510 members 
Mstep: Class 20 contains 16194 members 
Mstep: Class 21 contains 10947 members 
Mstep: Class 22 contains 11808 members 
Mstep: Class 23 contains 12297 members 
Mstep: Class 24 contains 37857 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3151 members 
Mstep: Class 29 contains 9114 members 
Mstep: Class 30 contains 12476 members 
Mstep: Class 31 contains 27705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703392.000000 Penalty: 97482.882812
Iteration 131Q: 32 clusters Score -3.570339e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 7987 members 
Mstep: Class 4 contains 30539 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 7 contains 7604 members 
Mstep: Class 8 contains 22365 members 
Mstep: Class 9 contains 9260 members 
Mstep: Class 10 contains 6452 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10924 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4076 members 
Mstep: Class 15 contains 7859 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5718 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 10520 members 
Mstep: Class 20 contains 16201 members 
Mstep: Class 21 contains 10946 members 
Mstep: Class 22 contains 11809 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 37836 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3152 members 
Mstep: Class 29 contains 9157 members 
Mstep: Class 30 contains 12500 members 
Mstep: Class 31 contains 27716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703336.000000 Penalty: 97482.882812
Iteration 132Q: 32 clusters Score -3.570334e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6030 members 
Mstep: Class 3 contains 7991 members 
Mstep: Class 4 contains 30504 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 7605 members 
Mstep: Class 8 contains 22336 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 6451 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10919 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4077 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5719 members 
Mstep: Class 18 contains 6311 members 
Mstep: Class 19 contains 10524 members 
Mstep: Class 20 contains 16207 members 
Mstep: Class 21 contains 10949 members 
Mstep: Class 22 contains 11810 members 
Mstep: Class 23 contains 12334 members 
Mstep: Class 24 contains 37828 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3153 members 
Mstep: Class 29 contains 9185 members 
Mstep: Class 30 contains 12527 members 
Mstep: Class 31 contains 27724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703364.000000 Penalty: 97482.882812
Iteration 133Q: 32 clusters Score -3.570336e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 7992 members 
Mstep: Class 4 contains 30465 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 7608 members 
Mstep: Class 8 contains 22300 members 
Mstep: Class 9 contains 9261 members 
Mstep: Class 10 contains 6448 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10911 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4077 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 5720 members 
Mstep: Class 18 contains 6297 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 16216 members 
Mstep: Class 21 contains 10950 members 
Mstep: Class 22 contains 11806 members 
Mstep: Class 23 contains 12356 members 
Mstep: Class 24 contains 37817 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 9215 members 
Mstep: Class 30 contains 12546 members 
Mstep: Class 31 contains 27735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703416.000000 Penalty: 97482.882812
Iteration 134Q: 32 clusters Score -3.570342e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 3 contains 7994 members 
Mstep: Class 4 contains 30431 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 7610 members 
Mstep: Class 8 contains 22272 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 6445 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4077 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 18 contains 6283 members 
Mstep: Class 19 contains 10538 members 
Mstep: Class 20 contains 16219 members 
Mstep: Class 21 contains 10951 members 
Mstep: Class 22 contains 11796 members 
Mstep: Class 23 contains 12381 members 
Mstep: Class 24 contains 37813 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3159 members 
Mstep: Class 29 contains 9253 members 
Mstep: Class 30 contains 12560 members 
Mstep: Class 31 contains 27733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703384.000000 Penalty: 97482.882812
Iteration 135Q: 32 clusters Score -3.570338e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 8000 members 
Mstep: Class 4 contains 30403 members 
Mstep: Class 5 contains 2788 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 7612 members 
Mstep: Class 8 contains 22248 members 
Mstep: Class 9 contains 9267 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10901 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4079 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 18 contains 6269 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 16217 members 
Mstep: Class 21 contains 10955 members 
Mstep: Class 22 contains 11794 members 
Mstep: Class 23 contains 12398 members 
Mstep: Class 24 contains 37819 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3159 members 
Mstep: Class 29 contains 9286 members 
Mstep: Class 30 contains 12577 members 
Mstep: Class 31 contains 27727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703388.000000 Penalty: 97482.882812
Iteration 136Q: 32 clusters Score -3.570339e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 8005 members 
Mstep: Class 4 contains 30371 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6694 members 
Mstep: Class 7 contains 7613 members 
Mstep: Class 8 contains 22222 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10898 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4079 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 5724 members 
Mstep: Class 18 contains 6254 members 
Mstep: Class 19 contains 10541 members 
Mstep: Class 20 contains 16213 members 
Mstep: Class 21 contains 10957 members 
Mstep: Class 22 contains 11801 members 
Mstep: Class 23 contains 12415 members 
Mstep: Class 24 contains 37815 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3159 members 
Mstep: Class 29 contains 9312 members 
Mstep: Class 30 contains 12596 members 
Mstep: Class 31 contains 27723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703356.000000 Penalty: 97482.882812
Iteration 137Q: 32 clusters Score -3.570336e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8007 members 
Mstep: Class 4 contains 30352 members 
Mstep: Class 5 contains 2786 members 
Mstep: Class 6 contains 6693 members 
Mstep: Class 7 contains 7614 members 
Mstep: Class 8 contains 22201 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10895 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4078 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 5340 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 18 contains 6242 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16209 members 
Mstep: Class 21 contains 10959 members 
Mstep: Class 22 contains 11800 members 
Mstep: Class 23 contains 12427 members 
Mstep: Class 24 contains 37820 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3159 members 
Mstep: Class 29 contains 9333 members 
Mstep: Class 30 contains 12612 members 
Mstep: Class 31 contains 27727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703340.000000 Penalty: 97482.882812
Iteration 138Q: 32 clusters Score -3.570334e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 30331 members 
Mstep: Class 5 contains 2786 members 
Mstep: Class 6 contains 6693 members 
Mstep: Class 7 contains 7617 members 
Mstep: Class 8 contains 22179 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 4075 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5718 members 
Mstep: Class 18 contains 6231 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 16209 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 11799 members 
Mstep: Class 23 contains 12442 members 
Mstep: Class 24 contains 37822 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3159 members 
Mstep: Class 29 contains 9353 members 
Mstep: Class 30 contains 12622 members 
Mstep: Class 31 contains 27736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703356.000000 Penalty: 97482.882812
Iteration 139Q: 32 clusters Score -3.570336e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 30305 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6694 members 
Mstep: Class 7 contains 7622 members 
Mstep: Class 8 contains 22161 members 
Mstep: Class 9 contains 9271 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10885 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 4073 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 18 contains 6212 members 
Mstep: Class 19 contains 10552 members 
Mstep: Class 20 contains 16204 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11798 members 
Mstep: Class 23 contains 12457 members 
Mstep: Class 24 contains 37822 members 
Mstep: Class 25 contains 6540 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3159 members 
Mstep: Class 29 contains 9375 members 
Mstep: Class 30 contains 12638 members 
Mstep: Class 31 contains 27738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703396.000000 Penalty: 97482.882812
Iteration 140F: 32 clusters Score -3.57034e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 30285 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6695 members 
Mstep: Class 7 contains 7629 members 
Mstep: Class 8 contains 22140 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10883 members 
Mstep: Class 13 contains 14967 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7853 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5719 members 
Mstep: Class 18 contains 6192 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 10965 members 
Mstep: Class 22 contains 11797 members 
Mstep: Class 23 contains 12471 members 
Mstep: Class 24 contains 37829 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3159 members 
Mstep: Class 29 contains 9399 members 
Mstep: Class 30 contains 12655 members 
Mstep: Class 31 contains 27738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703368.000000 Penalty: 97482.882812
Iteration 141Q: 32 clusters Score -3.570337e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 30259 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 7632 members 
Mstep: Class 8 contains 22120 members 
Mstep: Class 9 contains 9270 members 
Mstep: Class 10 contains 6436 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 14967 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5720 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 19 contains 10551 members 
Mstep: Class 20 contains 16205 members 
Mstep: Class 21 contains 10964 members 
Mstep: Class 22 contains 11797 members 
Mstep: Class 23 contains 12490 members 
Mstep: Class 24 contains 37826 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3160 members 
Mstep: Class 29 contains 9422 members 
Mstep: Class 30 contains 12671 members 
Mstep: Class 31 contains 27735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703432.000000 Penalty: 97482.882812
Iteration 142Q: 32 clusters Score -3.570343e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 30225 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 22100 members 
Mstep: Class 9 contains 9267 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 14967 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7854 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5723 members 
Mstep: Class 18 contains 6169 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 10965 members 
Mstep: Class 22 contains 11801 members 
Mstep: Class 23 contains 12505 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 6539 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3161 members 
Mstep: Class 29 contains 9438 members 
Mstep: Class 30 contains 12681 members 
Mstep: Class 31 contains 27735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703388.000000 Penalty: 97482.882812
Iteration 143Q: 32 clusters Score -3.570339e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 30205 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 7636 members 
Mstep: Class 8 contains 22083 members 
Mstep: Class 9 contains 9267 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 10882 members 
Mstep: Class 13 contains 14967 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5725 members 
Mstep: Class 18 contains 6155 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 16211 members 
Mstep: Class 21 contains 10963 members 
Mstep: Class 22 contains 11802 members 
Mstep: Class 23 contains 12518 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3162 members 
Mstep: Class 29 contains 9459 members 
Mstep: Class 30 contains 12692 members 
Mstep: Class 31 contains 27730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703416.000000 Penalty: 97482.882812
Iteration 144Q: 32 clusters Score -3.570342e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8029 members 
Mstep: Class 4 contains 30184 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7637 members 
Mstep: Class 8 contains 22068 members 
Mstep: Class 9 contains 9264 members 
Mstep: Class 10 contains 6440 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 10881 members 
Mstep: Class 13 contains 14967 members 
Mstep: Class 14 contains 4073 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5726 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 16213 members 
Mstep: Class 21 contains 10965 members 
Mstep: Class 22 contains 11801 members 
Mstep: Class 23 contains 12531 members 
Mstep: Class 24 contains 37835 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3166 members 
Mstep: Class 29 contains 9474 members 
Mstep: Class 30 contains 12706 members 
Mstep: Class 31 contains 27728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703428.000000 Penalty: 97482.882812
Iteration 145Q: 32 clusters Score -3.570343e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8032 members 
Mstep: Class 4 contains 30167 members 
Mstep: Class 5 contains 2786 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 7639 members 
Mstep: Class 8 contains 22052 members 
Mstep: Class 9 contains 9267 members 
Mstep: Class 10 contains 6441 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 14967 members 
Mstep: Class 14 contains 4072 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 16211 members 
Mstep: Class 21 contains 10964 members 
Mstep: Class 22 contains 11802 members 
Mstep: Class 23 contains 12540 members 
Mstep: Class 24 contains 37837 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 9490 members 
Mstep: Class 30 contains 12723 members 
Mstep: Class 31 contains 27729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703464.000000 Penalty: 97482.882812
Iteration 146Q: 32 clusters Score -3.570346e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8037 members 
Mstep: Class 4 contains 30147 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 7640 members 
Mstep: Class 8 contains 22036 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 10880 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 6105 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16206 members 
Mstep: Class 21 contains 10963 members 
Mstep: Class 22 contains 11800 members 
Mstep: Class 23 contains 12555 members 
Mstep: Class 24 contains 37835 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3169 members 
Mstep: Class 29 contains 9501 members 
Mstep: Class 30 contains 12742 members 
Mstep: Class 31 contains 27739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703384.000000 Penalty: 97482.882812
Iteration 147Q: 32 clusters Score -3.570338e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 30137 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7641 members 
Mstep: Class 8 contains 22017 members 
Mstep: Class 9 contains 9270 members 
Mstep: Class 10 contains 6442 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5727 members 
Mstep: Class 18 contains 6092 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 16204 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11801 members 
Mstep: Class 23 contains 12565 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3170 members 
Mstep: Class 29 contains 9513 members 
Mstep: Class 30 contains 12756 members 
Mstep: Class 31 contains 27737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703388.000000 Penalty: 97482.882812
Iteration 148Q: 32 clusters Score -3.570339e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 30126 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 7643 members 
Mstep: Class 8 contains 21994 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 6440 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 10877 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5726 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 16202 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11802 members 
Mstep: Class 23 contains 12580 members 
Mstep: Class 24 contains 37844 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 9524 members 
Mstep: Class 30 contains 12772 members 
Mstep: Class 31 contains 27744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703424.000000 Penalty: 97482.882812
Iteration 149Q: 32 clusters Score -3.570342e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 30109 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 7643 members 
Mstep: Class 8 contains 21970 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5727 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16203 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11799 members 
Mstep: Class 23 contains 12601 members 
Mstep: Class 24 contains 37848 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 9535 members 
Mstep: Class 30 contains 12790 members 
Mstep: Class 31 contains 27749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703412.000000 Penalty: 97482.882812
Iteration 150Q: 32 clusters Score -3.570341e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 30085 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 7644 members 
Mstep: Class 8 contains 21947 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 6437 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7857 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5726 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 16198 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11801 members 
Mstep: Class 23 contains 12617 members 
Mstep: Class 24 contains 37854 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3173 members 
Mstep: Class 29 contains 9543 members 
Mstep: Class 30 contains 12813 members 
Mstep: Class 31 contains 27765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703364.000000 Penalty: 97482.882812
Iteration 151Q: 32 clusters Score -3.570336e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 30072 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 7643 members 
Mstep: Class 8 contains 21929 members 
Mstep: Class 9 contains 9269 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 10876 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7857 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5726 members 
Mstep: Class 18 contains 6023 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 16194 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11801 members 
Mstep: Class 23 contains 12627 members 
Mstep: Class 24 contains 37864 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3174 members 
Mstep: Class 29 contains 9548 members 
Mstep: Class 30 contains 12847 members 
Mstep: Class 31 contains 27772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703376.000000 Penalty: 97482.882812
Iteration 152Q: 32 clusters Score -3.570338e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 30055 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 7642 members 
Mstep: Class 8 contains 21912 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 6432 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 10875 members 
Mstep: Class 13 contains 14971 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5727 members 
Mstep: Class 18 contains 5982 members 
Mstep: Class 19 contains 10542 members 
Mstep: Class 20 contains 16191 members 
Mstep: Class 21 contains 10961 members 
Mstep: Class 22 contains 11802 members 
Mstep: Class 23 contains 12638 members 
Mstep: Class 24 contains 37868 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9557 members 
Mstep: Class 30 contains 12893 members 
Mstep: Class 31 contains 27781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703416.000000 Penalty: 97482.882812
Iteration 153Q: 32 clusters Score -3.570342e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 30040 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 7646 members 
Mstep: Class 8 contains 21898 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 6432 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5727 members 
Mstep: Class 18 contains 5927 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16187 members 
Mstep: Class 21 contains 10961 members 
Mstep: Class 22 contains 11799 members 
Mstep: Class 23 contains 12647 members 
Mstep: Class 24 contains 37872 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9567 members 
Mstep: Class 30 contains 12951 members 
Mstep: Class 31 contains 27782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703436.000000 Penalty: 97482.882812
Iteration 154Q: 32 clusters Score -3.570344e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 8035 members 
Mstep: Class 4 contains 30027 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21887 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 6427 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4071 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 16187 members 
Mstep: Class 21 contains 10961 members 
Mstep: Class 22 contains 11796 members 
Mstep: Class 23 contains 12657 members 
Mstep: Class 24 contains 37869 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9578 members 
Mstep: Class 30 contains 13013 members 
Mstep: Class 31 contains 27776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703484.000000 Penalty: 97482.882812
Iteration 155Q: 32 clusters Score -3.570348e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 8036 members 
Mstep: Class 4 contains 30017 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21876 members 
Mstep: Class 9 contains 9274 members 
Mstep: Class 10 contains 6428 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16180 members 
Mstep: Class 21 contains 10961 members 
Mstep: Class 22 contains 11796 members 
Mstep: Class 23 contains 12665 members 
Mstep: Class 24 contains 37867 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1754 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9591 members 
Mstep: Class 30 contains 13071 members 
Mstep: Class 31 contains 27776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703516.000000 Penalty: 97482.882812
Iteration 156Q: 32 clusters Score -3.570352e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 8041 members 
Mstep: Class 4 contains 30014 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21868 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 6429 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 10871 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 5771 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 16176 members 
Mstep: Class 21 contains 10961 members 
Mstep: Class 22 contains 11794 members 
Mstep: Class 23 contains 12670 members 
Mstep: Class 24 contains 37864 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9599 members 
Mstep: Class 30 contains 13123 members 
Mstep: Class 31 contains 27775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703572.000000 Penalty: 97482.882812
Iteration 157Q: 32 clusters Score -3.570357e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 8037 members 
Mstep: Class 4 contains 30010 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 6428 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 10868 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5732 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 16174 members 
Mstep: Class 21 contains 10961 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12677 members 
Mstep: Class 24 contains 37862 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9604 members 
Mstep: Class 30 contains 13173 members 
Mstep: Class 31 contains 27773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703600.000000 Penalty: 97482.882812
Iteration 158Q: 32 clusters Score -3.57036e+07 nChanged 104
Entering ConstructFrom: 
Score: -35703600.000000 Penalty: 97482.882812
Entering ConstructFrom: 
Trying to split cluster 1 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -309470.937500 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -309470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -306335.156250 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -306335.2 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -306975.375000 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -306975.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -307163.531250 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -307163.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -307288.781250 Penalty: 3947.627686
	Iteration 3F: 3 clusters Score -307288.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -307397.031250 Penalty: 3947.627686
	Iteration 4Q: 3 clusters Score -307397 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -307538.187500 Penalty: 3947.627686
	Iteration 5Q: 3 clusters Score -307538.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -307717.562500 Penalty: 3947.627686
	Iteration 6Q: 3 clusters Score -307717.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -307939.031250 Penalty: 3947.627686
	Iteration 7F: 3 clusters Score -307939 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -308233.718750 Penalty: 3947.627686
	Iteration 8F: 3 clusters Score -308233.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -308470.250000 Penalty: 3947.627686
	Iteration 9F: 3 clusters Score -308470.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -308593.625000 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -308593.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -308665.093750 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -308665.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -308709.656250 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -308709.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -308742.375000 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -308742.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -308774.281250 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -308774.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -308793.593750 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -308793.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308806.343750 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -308806.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -308814.312500 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -308814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -308817.906250 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -308817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -308821.468750 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -308821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -308823.468750 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -308823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -308824.468750 Penalty: 3947.627686
	Iteration 21Q: 3 clusters Score -308824.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -308824.468750 Penalty: 3947.627686
	Iteration 22F: 3 clusters Score -308824.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Entering Unmasked Estep 
Score: -481688.812500 Penalty: 2158.510742
	Iteration 0F: 2 clusters Score -481688.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -476567.750000 Penalty: 4317.021484
	Iteration 0F: 3 clusters Score -476567.8 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -478310.218750 Penalty: 4317.021484
	Iteration 1F: 3 clusters Score -478310.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -479133.718750 Penalty: 4317.021484
	Iteration 2F: 3 clusters Score -479133.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -480018.312500 Penalty: 4317.021484
	Iteration 3F: 3 clusters Score -480018.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -480655.875000 Penalty: 4317.021484
	Iteration 4F: 3 clusters Score -480655.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -481102.937500 Penalty: 4317.021484
	Iteration 5F: 3 clusters Score -481102.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -481423.593750 Penalty: 4317.021484
	Iteration 6F: 3 clusters Score -481423.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -481647.781250 Penalty: 4317.021484
	Iteration 7Q: 3 clusters Score -481647.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -481810.375000 Penalty: 4317.021484
	Iteration 8Q: 3 clusters Score -481810.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -481928.968750 Penalty: 4317.021484
	Iteration 9Q: 3 clusters Score -481929 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -481993.125000 Penalty: 4317.021484
	Iteration 10Q: 3 clusters Score -481993.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -482030.531250 Penalty: 4317.021484
	Iteration 11Q: 3 clusters Score -482030.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -482066.593750 Penalty: 4317.021484
	Iteration 12Q: 3 clusters Score -482066.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -482093.187500 Penalty: 4317.021484
	Iteration 13Q: 3 clusters Score -482093.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -482111.750000 Penalty: 4317.021484
	Iteration 14Q: 3 clusters Score -482111.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -482125.468750 Penalty: 4317.021484
	Iteration 15Q: 3 clusters Score -482125.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -482140.718750 Penalty: 4317.021484
	Iteration 16Q: 3 clusters Score -482140.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -482156.062500 Penalty: 4317.021484
	Iteration 17Q: 3 clusters Score -482156.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -482166.156250 Penalty: 4317.021484
	Iteration 18Q: 3 clusters Score -482166.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -482172.312500 Penalty: 4317.021484
	Iteration 19Q: 3 clusters Score -482172.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -482177.562500 Penalty: 4317.021484
	Iteration 20F: 3 clusters Score -482177.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -482183.843750 Penalty: 4317.021484
	Iteration 21Q: 3 clusters Score -482183.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -482190.031250 Penalty: 4317.021484
	Iteration 22Q: 3 clusters Score -482190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -482193.437500 Penalty: 4317.021484
	Iteration 23Q: 3 clusters Score -482193.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -482196.187500 Penalty: 4317.021484
	Iteration 24Q: 3 clusters Score -482196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -482198.562500 Penalty: 4317.021484
	Iteration 25Q: 3 clusters Score -482198.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -482203.000000 Penalty: 4317.021484
	Iteration 26Q: 3 clusters Score -482203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -482204.843750 Penalty: 4317.021484
	Iteration 27Q: 3 clusters Score -482204.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -482209.968750 Penalty: 4317.021484
	Iteration 28Q: 3 clusters Score -482210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -482215.250000 Penalty: 4317.021484
	Iteration 29Q: 3 clusters Score -482215.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -482217.718750 Penalty: 4317.021484
	Iteration 30Q: 3 clusters Score -482217.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -482222.156250 Penalty: 4317.021484
	Iteration 31Q: 3 clusters Score -482222.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -482225.843750 Penalty: 4317.021484
	Iteration 32Q: 3 clusters Score -482225.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -482231.812500 Penalty: 4317.021484
	Iteration 33Q: 3 clusters Score -482231.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -482236.156250 Penalty: 4317.021484
	Iteration 34Q: 3 clusters Score -482236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -482237.656250 Penalty: 4317.021484
	Iteration 35Q: 3 clusters Score -482237.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -482241.906250 Penalty: 4317.021484
	Iteration 36Q: 3 clusters Score -482241.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -482248.781250 Penalty: 4317.021484
	Iteration 37Q: 3 clusters Score -482248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -482253.468750 Penalty: 4317.021484
	Iteration 38Q: 3 clusters Score -482253.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -482257.687500 Penalty: 4317.021484
	Iteration 39Q: 3 clusters Score -482257.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -482265.281250 Penalty: 4317.021484
	Iteration 40F: 3 clusters Score -482265.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -482270.562500 Penalty: 4317.021484
	Iteration 41Q: 3 clusters Score -482270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -482274.781250 Penalty: 4317.021484
	Iteration 42Q: 3 clusters Score -482274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -482274.031250 Penalty: 4317.021484
	Iteration 43Q: 3 clusters Score -482274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -482276.062500 Penalty: 4317.021484
	Iteration 44Q: 3 clusters Score -482276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -482275.406250 Penalty: 4317.021484
	Iteration 45Q: 3 clusters Score -482275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -482276.500000 Penalty: 4317.021484
	Iteration 46Q: 3 clusters Score -482276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -482277.500000 Penalty: 4317.021484
	Iteration 47Q: 3 clusters Score -482277.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -482277.656250 Penalty: 4317.021484
	Iteration 48Q: 3 clusters Score -482277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -482277.125000 Penalty: 4317.021484
	Iteration 49Q: 3 clusters Score -482277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -482278.000000 Penalty: 4317.021484
	Iteration 50Q: 3 clusters Score -482278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -482278.000000 Penalty: 4317.021484
	Iteration 51F: 3 clusters Score -482278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5141 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 30002 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 12678 members 
Mstep: Class 24 contains 37861 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9612 members 
Mstep: Class 30 contains 13236 members 
Mstep: Class 31 contains 27777 members 
Mstep: Class 32 contains 884 members 
Entering Unmasked Estep 
Score: -35703216.000000 Penalty: 100627.492188
Splitting cluster 2 changes total score from -35703600.000000 to -35703216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Entering Unmasked Estep 
Score: -932785.437500 Penalty: 2229.845703
	Iteration 0F: 2 clusters Score -932785.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -926361.000000 Penalty: 4459.691406
	Iteration 0F: 3 clusters Score -926361 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -928286.000000 Penalty: 4459.691406
	Iteration 1F: 3 clusters Score -928286 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -928893.500000 Penalty: 4459.691406
	Iteration 2F: 3 clusters Score -928893.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -929548.875000 Penalty: 4459.691406
	Iteration 3F: 3 clusters Score -929548.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -930183.937500 Penalty: 4459.691406
	Iteration 4F: 3 clusters Score -930183.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -930761.750000 Penalty: 4459.691406
	Iteration 5F: 3 clusters Score -930761.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -931288.937500 Penalty: 4459.691406
	Iteration 6F: 3 clusters Score -931288.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -931704.500000 Penalty: 4459.691406
	Iteration 7Q: 3 clusters Score -931704.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -932053.375000 Penalty: 4459.691406
	Iteration 8Q: 3 clusters Score -932053.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -932243.875000 Penalty: 4459.691406
	Iteration 9Q: 3 clusters Score -932243.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -932362.500000 Penalty: 4459.691406
	Iteration 10Q: 3 clusters Score -932362.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -932423.375000 Penalty: 4459.691406
	Iteration 11Q: 3 clusters Score -932423.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -932457.250000 Penalty: 4459.691406
	Iteration 12Q: 3 clusters Score -932457.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -932477.062500 Penalty: 4459.691406
	Iteration 13Q: 3 clusters Score -932477.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -932491.875000 Penalty: 4459.691406
	Iteration 14Q: 3 clusters Score -932491.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -932497.375000 Penalty: 4459.691406
	Iteration 15Q: 3 clusters Score -932497.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -932504.375000 Penalty: 4459.691406
	Iteration 16Q: 3 clusters Score -932504.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -932512.625000 Penalty: 4459.691406
	Iteration 17Q: 3 clusters Score -932512.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -932519.750000 Penalty: 4459.691406
	Iteration 18Q: 3 clusters Score -932519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -932523.250000 Penalty: 4459.691406
	Iteration 19Q: 3 clusters Score -932523.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -932527.875000 Penalty: 4459.691406
	Iteration 20F: 3 clusters Score -932527.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -932525.875000 Penalty: 4459.691406
	Iteration 21Q: 3 clusters Score -932525.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -932530.687500 Penalty: 4459.691406
	Iteration 22Q: 3 clusters Score -932530.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -932533.250000 Penalty: 4459.691406
	Iteration 23Q: 3 clusters Score -932533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -932536.812500 Penalty: 4459.691406
	Iteration 24Q: 3 clusters Score -932536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -932536.000000 Penalty: 4459.691406
	Iteration 25Q: 3 clusters Score -932536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -932537.062500 Penalty: 4459.691406
	Iteration 26Q: 3 clusters Score -932537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -932539.312500 Penalty: 4459.691406
	Iteration 27Q: 3 clusters Score -932539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -932538.312500 Penalty: 4459.691406
	Iteration 28Q: 3 clusters Score -932538.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -932537.937500 Penalty: 4459.691406
	Iteration 29Q: 3 clusters Score -932537.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -932537.937500 Penalty: 4459.691406
	Iteration 30F: 3 clusters Score -932537.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Entering Unmasked Estep 
Score: -3600823.250000 Penalty: 2556.636719
	Iteration 0F: 2 clusters Score -3600823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3580267.000000 Penalty: 5113.273438
	Iteration 0F: 3 clusters Score -3580267 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3587656.750000 Penalty: 5113.273438
	Iteration 1F: 3 clusters Score -3587657 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3588429.250000 Penalty: 5113.273438
	Iteration 2F: 3 clusters Score -3588429 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3589304.250000 Penalty: 5113.273438
	Iteration 3F: 3 clusters Score -3589304 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3590424.000000 Penalty: 5113.273438
	Iteration 4F: 3 clusters Score -3590424 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -3591727.000000 Penalty: 5113.273438
	Iteration 5F: 3 clusters Score -3591727 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3593161.500000 Penalty: 5113.273438
	Iteration 6F: 3 clusters Score -3593162 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3594634.500000 Penalty: 5113.273438
	Iteration 7F: 3 clusters Score -3594634 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3596010.250000 Penalty: 5113.273438
	Iteration 8F: 3 clusters Score -3596010 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3597284.750000 Penalty: 5113.273438
	Iteration 9F: 3 clusters Score -3597285 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3598211.000000 Penalty: 5113.273438
	Iteration 10Q: 3 clusters Score -3598211 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3598802.250000 Penalty: 5113.273438
	Iteration 11Q: 3 clusters Score -3598802 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3599132.000000 Penalty: 5113.273438
	Iteration 12Q: 3 clusters Score -3599132 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3599395.500000 Penalty: 5113.273438
	Iteration 13Q: 3 clusters Score -3599396 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3599565.250000 Penalty: 5113.273438
	Iteration 14Q: 3 clusters Score -3599565 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3599652.000000 Penalty: 5113.273438
	Iteration 15Q: 3 clusters Score -3599652 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3599733.250000 Penalty: 5113.273438
	Iteration 16Q: 3 clusters Score -3599733 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3599771.250000 Penalty: 5113.273438
	Iteration 17Q: 3 clusters Score -3599771 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3599810.000000 Penalty: 5113.273438
	Iteration 18Q: 3 clusters Score -3599810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3599866.000000 Penalty: 5113.273438
	Iteration 19Q: 3 clusters Score -3599866 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3599900.750000 Penalty: 5113.273438
	Iteration 20F: 3 clusters Score -3599901 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3599912.250000 Penalty: 5113.273438
	Iteration 21Q: 3 clusters Score -3599912 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3599928.250000 Penalty: 5113.273438
	Iteration 22Q: 3 clusters Score -3599928 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3599960.250000 Penalty: 5113.273438
	Iteration 23Q: 3 clusters Score -3599960 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3599989.500000 Penalty: 5113.273438
	Iteration 24Q: 3 clusters Score -3599990 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3600005.500000 Penalty: 5113.273438
	Iteration 25Q: 3 clusters Score -3600006 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3600026.500000 Penalty: 5113.273438
	Iteration 26Q: 3 clusters Score -3600026 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3600043.000000 Penalty: 5113.273438
	Iteration 27Q: 3 clusters Score -3600043 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3600075.750000 Penalty: 5113.273438
	Iteration 28Q: 3 clusters Score -3600076 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3600082.250000 Penalty: 5113.273438
	Iteration 29Q: 3 clusters Score -3600082 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3600114.250000 Penalty: 5113.273438
	Iteration 30Q: 3 clusters Score -3600114 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3600152.500000 Penalty: 5113.273438
	Iteration 31Q: 3 clusters Score -3600152 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3600188.500000 Penalty: 5113.273438
	Iteration 32Q: 3 clusters Score -3600188 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3600229.750000 Penalty: 5113.273438
	Iteration 33Q: 3 clusters Score -3600230 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3600280.500000 Penalty: 5113.273438
	Iteration 34Q: 3 clusters Score -3600280 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3600339.500000 Penalty: 5113.273438
	Iteration 35Q: 3 clusters Score -3600340 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3600421.250000 Penalty: 5113.273438
	Iteration 36Q: 3 clusters Score -3600421 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3600492.750000 Penalty: 5113.273438
	Iteration 37Q: 3 clusters Score -3600493 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3600596.750000 Penalty: 5113.273438
	Iteration 38Q: 3 clusters Score -3600597 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3600675.250000 Penalty: 5113.273438
	Iteration 39Q: 3 clusters Score -3600675 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3600729.750000 Penalty: 5113.273438
	Iteration 40F: 3 clusters Score -3600730 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3600761.000000 Penalty: 5113.273438
	Iteration 41Q: 3 clusters Score -3600761 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -3600792.250000 Penalty: 5113.273438
	Iteration 42Q: 3 clusters Score -3600792 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3600809.500000 Penalty: 5113.273438
	Iteration 43Q: 3 clusters Score -3600810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3600828.000000 Penalty: 5113.273438
	Iteration 44Q: 3 clusters Score -3600828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3600832.000000 Penalty: 5113.273438
	Iteration 45Q: 3 clusters Score -3600832 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3600840.000000 Penalty: 5113.273438
	Iteration 46Q: 3 clusters Score -3600840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3600852.500000 Penalty: 5113.273438
	Iteration 47Q: 3 clusters Score -3600852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3600846.250000 Penalty: 5113.273438
	Iteration 48Q: 3 clusters Score -3600846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3600848.500000 Penalty: 5113.273438
	Iteration 49Q: 3 clusters Score -3600848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3600851.250000 Penalty: 5113.273438
	Iteration 50Q: 3 clusters Score -3600851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3600856.250000 Penalty: 5113.273438
	Iteration 51Q: 3 clusters Score -3600856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3600861.500000 Penalty: 5113.273438
	Iteration 52Q: 3 clusters Score -3600862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3600864.000000 Penalty: 5113.273438
	Iteration 53Q: 3 clusters Score -3600864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3600862.250000 Penalty: 5113.273438
	Iteration 54Q: 3 clusters Score -3600862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3600858.750000 Penalty: 5113.273438
	Iteration 55Q: 3 clusters Score -3600859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3600860.250000 Penalty: 5113.273438
	Iteration 56Q: 3 clusters Score -3600860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3600858.000000 Penalty: 5113.273438
	Iteration 57Q: 3 clusters Score -3600858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -3600850.000000 Penalty: 5113.273438
	Iteration 58Q: 3 clusters Score -3600850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3600852.000000 Penalty: 5113.273438
	Iteration 59Q: 3 clusters Score -3600852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3600852.000000 Penalty: 5113.273438
	Iteration 60F: 3 clusters Score -3600852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3600856.250000 Penalty: 5113.273438
	Iteration 61Q: 3 clusters Score -3600856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3600856.250000 Penalty: 5113.273438
	Iteration 62F: 3 clusters Score -3600856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 14679 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 12678 members 
Mstep: Class 24 contains 37861 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9612 members 
Mstep: Class 30 contains 13236 members 
Mstep: Class 31 contains 27777 members 
Mstep: Class 32 contains 15323 members 
Entering Unmasked Estep 
Score: -35703092.000000 Penalty: 100627.492188
Splitting cluster 4 changes total score from -35703600.000000 to -35703092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Entering Unmasked Estep 
Score: -328745.250000 Penalty: 1967.047729
	Iteration 0F: 2 clusters Score -328745.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -325636.875000 Penalty: 3934.095459
	Iteration 0F: 3 clusters Score -325636.9 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -326216.031250 Penalty: 3934.095459
	Iteration 1F: 3 clusters Score -326216 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -326355.375000 Penalty: 3934.095459
	Iteration 2F: 3 clusters Score -326355.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -326435.437500 Penalty: 3934.095459
	Iteration 3Q: 3 clusters Score -326435.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -326502.625000 Penalty: 3934.095459
	Iteration 4Q: 3 clusters Score -326502.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -326543.843750 Penalty: 3934.095459
	Iteration 5Q: 3 clusters Score -326543.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -326581.000000 Penalty: 3934.095459
	Iteration 6Q: 3 clusters Score -326581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -326608.593750 Penalty: 3934.095459
	Iteration 7Q: 3 clusters Score -326608.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -326632.562500 Penalty: 3934.095459
	Iteration 8Q: 3 clusters Score -326632.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -326657.062500 Penalty: 3934.095459
	Iteration 9Q: 3 clusters Score -326657.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -326683.125000 Penalty: 3934.095459
	Iteration 10Q: 3 clusters Score -326683.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -326710.468750 Penalty: 3934.095459
	Iteration 11Q: 3 clusters Score -326710.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -326735.593750 Penalty: 3934.095459
	Iteration 12Q: 3 clusters Score -326735.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -326762.062500 Penalty: 3934.095459
	Iteration 13Q: 3 clusters Score -326762.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -326784.750000 Penalty: 3934.095459
	Iteration 14Q: 3 clusters Score -326784.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -326808.531250 Penalty: 3934.095459
	Iteration 15Q: 3 clusters Score -326808.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -326841.375000 Penalty: 3934.095459
	Iteration 16Q: 3 clusters Score -326841.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -326869.406250 Penalty: 3934.095459
	Iteration 17Q: 3 clusters Score -326869.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -326889.437500 Penalty: 3934.095459
	Iteration 18Q: 3 clusters Score -326889.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -326905.093750 Penalty: 3934.095459
	Iteration 19Q: 3 clusters Score -326905.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -326917.437500 Penalty: 3934.095459
	Iteration 20F: 3 clusters Score -326917.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -326932.312500 Penalty: 3934.095459
	Iteration 21Q: 3 clusters Score -326932.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -326943.062500 Penalty: 3934.095459
	Iteration 22Q: 3 clusters Score -326943.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -326951.218750 Penalty: 3934.095459
	Iteration 23Q: 3 clusters Score -326951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -326956.562500 Penalty: 3934.095459
	Iteration 24Q: 3 clusters Score -326956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -326963.062500 Penalty: 3934.095459
	Iteration 25Q: 3 clusters Score -326963.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -326971.968750 Penalty: 3934.095459
	Iteration 26Q: 3 clusters Score -326972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -326976.500000 Penalty: 3934.095459
	Iteration 27Q: 3 clusters Score -326976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -326979.906250 Penalty: 3934.095459
	Iteration 28Q: 3 clusters Score -326979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -326982.281250 Penalty: 3934.095459
	Iteration 29Q: 3 clusters Score -326982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -326982.031250 Penalty: 3934.095459
	Iteration 30Q: 3 clusters Score -326982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -326983.312500 Penalty: 3934.095459
	Iteration 31Q: 3 clusters Score -326983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -326984.687500 Penalty: 3934.095459
	Iteration 32Q: 3 clusters Score -326984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -326985.343750 Penalty: 3934.095459
	Iteration 33Q: 3 clusters Score -326985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -326985.343750 Penalty: 3934.095459
	Iteration 34F: 3 clusters Score -326985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Entering Unmasked Estep 
Score: -791389.187500 Penalty: 2184.808838
	Iteration 0F: 2 clusters Score -791389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -785850.687500 Penalty: 4369.617676
	Iteration 0F: 3 clusters Score -785850.7 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -787384.250000 Penalty: 4369.617676
	Iteration 1F: 3 clusters Score -787384.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -787668.062500 Penalty: 4369.617676
	Iteration 2F: 3 clusters Score -787668.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -787869.812500 Penalty: 4369.617676
	Iteration 3F: 3 clusters Score -787869.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -787999.125000 Penalty: 4369.617676
	Iteration 4Q: 3 clusters Score -787999.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -788107.312500 Penalty: 4369.617676
	Iteration 5Q: 3 clusters Score -788107.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -788210.875000 Penalty: 4369.617676
	Iteration 6Q: 3 clusters Score -788210.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -788308.750000 Penalty: 4369.617676
	Iteration 7Q: 3 clusters Score -788308.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -788406.500000 Penalty: 4369.617676
	Iteration 8Q: 3 clusters Score -788406.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -788508.937500 Penalty: 4369.617676
	Iteration 9Q: 3 clusters Score -788508.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -788594.750000 Penalty: 4369.617676
	Iteration 10Q: 3 clusters Score -788594.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -788672.250000 Penalty: 4369.617676
	Iteration 11Q: 3 clusters Score -788672.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -788755.812500 Penalty: 4369.617676
	Iteration 12Q: 3 clusters Score -788755.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -788827.625000 Penalty: 4369.617676
	Iteration 13Q: 3 clusters Score -788827.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -788890.187500 Penalty: 4369.617676
	Iteration 14Q: 3 clusters Score -788890.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -788945.875000 Penalty: 4369.617676
	Iteration 15Q: 3 clusters Score -788945.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -789003.812500 Penalty: 4369.617676
	Iteration 16Q: 3 clusters Score -789003.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -789048.687500 Penalty: 4369.617676
	Iteration 17Q: 3 clusters Score -789048.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -789087.062500 Penalty: 4369.617676
	Iteration 18Q: 3 clusters Score -789087.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -789119.312500 Penalty: 4369.617676
	Iteration 19Q: 3 clusters Score -789119.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -789155.437500 Penalty: 4369.617676
	Iteration 20F: 3 clusters Score -789155.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -789188.687500 Penalty: 4369.617676
	Iteration 21Q: 3 clusters Score -789188.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -789213.500000 Penalty: 4369.617676
	Iteration 22Q: 3 clusters Score -789213.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -789234.437500 Penalty: 4369.617676
	Iteration 23Q: 3 clusters Score -789234.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -789251.000000 Penalty: 4369.617676
	Iteration 24Q: 3 clusters Score -789251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -789272.062500 Penalty: 4369.617676
	Iteration 25Q: 3 clusters Score -789272.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -789290.312500 Penalty: 4369.617676
	Iteration 26Q: 3 clusters Score -789290.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -789306.562500 Penalty: 4369.617676
	Iteration 27Q: 3 clusters Score -789306.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -789321.875000 Penalty: 4369.617676
	Iteration 28Q: 3 clusters Score -789321.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -789331.062500 Penalty: 4369.617676
	Iteration 29Q: 3 clusters Score -789331.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -789339.375000 Penalty: 4369.617676
	Iteration 30Q: 3 clusters Score -789339.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -789345.062500 Penalty: 4369.617676
	Iteration 31Q: 3 clusters Score -789345.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -789351.250000 Penalty: 4369.617676
	Iteration 32Q: 3 clusters Score -789351.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -789355.312500 Penalty: 4369.617676
	Iteration 33Q: 3 clusters Score -789355.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -789356.375000 Penalty: 4369.617676
	Iteration 34Q: 3 clusters Score -789356.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -789357.250000 Penalty: 4369.617676
	Iteration 35Q: 3 clusters Score -789357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -789358.562500 Penalty: 4369.617676
	Iteration 36Q: 3 clusters Score -789358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -789359.000000 Penalty: 4369.617676
	Iteration 37Q: 3 clusters Score -789359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -789358.875000 Penalty: 4369.617676
	Iteration 38Q: 3 clusters Score -789358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -789358.000000 Penalty: 4369.617676
	Iteration 39Q: 3 clusters Score -789358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -789359.562500 Penalty: 4369.617676
	Iteration 40F: 3 clusters Score -789359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -789359.750000 Penalty: 4369.617676
	Iteration 41Q: 3 clusters Score -789359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -789360.750000 Penalty: 4369.617676
	Iteration 42Q: 3 clusters Score -789360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -789361.375000 Penalty: 4369.617676
	Iteration 43Q: 3 clusters Score -789361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -789362.000000 Penalty: 4369.617676
	Iteration 44Q: 3 clusters Score -789362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -789361.375000 Penalty: 4369.617676
	Iteration 45Q: 3 clusters Score -789361.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -789362.750000 Penalty: 4369.617676
	Iteration 46Q: 3 clusters Score -789362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -789362.750000 Penalty: 4369.617676
	Iteration 47F: 3 clusters Score -789362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Entering Unmasked Estep 
Score: -914084.562500 Penalty: 2217.633057
	Iteration 0F: 2 clusters Score -914084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -907929.812500 Penalty: 4435.266113
	Iteration 0F: 3 clusters Score -907929.8 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -909631.625000 Penalty: 4435.266113
	Iteration 1F: 3 clusters Score -909631.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -909911.812500 Penalty: 4435.266113
	Iteration 2F: 3 clusters Score -909911.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -910129.125000 Penalty: 4435.266113
	Iteration 3F: 3 clusters Score -910129.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -910304.750000 Penalty: 4435.266113
	Iteration 4Q: 3 clusters Score -910304.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -910496.125000 Penalty: 4435.266113
	Iteration 5Q: 3 clusters Score -910496.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -910731.437500 Penalty: 4435.266113
	Iteration 6Q: 3 clusters Score -910731.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -911045.750000 Penalty: 4435.266113
	Iteration 7Q: 3 clusters Score -911045.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -911356.000000 Penalty: 4435.266113
	Iteration 8Q: 3 clusters Score -911356 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -911615.562500 Penalty: 4435.266113
	Iteration 9Q: 3 clusters Score -911615.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -911830.812500 Penalty: 4435.266113
	Iteration 10Q: 3 clusters Score -911830.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -911985.187500 Penalty: 4435.266113
	Iteration 11Q: 3 clusters Score -911985.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -912119.187500 Penalty: 4435.266113
	Iteration 12Q: 3 clusters Score -912119.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -912257.750000 Penalty: 4435.266113
	Iteration 13Q: 3 clusters Score -912257.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -912386.500000 Penalty: 4435.266113
	Iteration 14Q: 3 clusters Score -912386.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -912499.125000 Penalty: 4435.266113
	Iteration 15Q: 3 clusters Score -912499.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -912631.250000 Penalty: 4435.266113
	Iteration 16Q: 3 clusters Score -912631.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -912767.625000 Penalty: 4435.266113
	Iteration 17Q: 3 clusters Score -912767.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -912910.687500 Penalty: 4435.266113
	Iteration 18Q: 3 clusters Score -912910.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -913065.750000 Penalty: 4435.266113
	Iteration 19Q: 3 clusters Score -913065.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -913233.812500 Penalty: 4435.266113
	Iteration 20F: 3 clusters Score -913233.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -913371.687500 Penalty: 4435.266113
	Iteration 21Q: 3 clusters Score -913371.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -913476.937500 Penalty: 4435.266113
	Iteration 22Q: 3 clusters Score -913476.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -913565.375000 Penalty: 4435.266113
	Iteration 23Q: 3 clusters Score -913565.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -913613.937500 Penalty: 4435.266113
	Iteration 24Q: 3 clusters Score -913613.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -913645.937500 Penalty: 4435.266113
	Iteration 25Q: 3 clusters Score -913645.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -913661.812500 Penalty: 4435.266113
	Iteration 26Q: 3 clusters Score -913661.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -913677.250000 Penalty: 4435.266113
	Iteration 27Q: 3 clusters Score -913677.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -913690.500000 Penalty: 4435.266113
	Iteration 28Q: 3 clusters Score -913690.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -913697.250000 Penalty: 4435.266113
	Iteration 29Q: 3 clusters Score -913697.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -913704.000000 Penalty: 4435.266113
	Iteration 30Q: 3 clusters Score -913704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -913710.625000 Penalty: 4435.266113
	Iteration 31Q: 3 clusters Score -913710.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -913717.500000 Penalty: 4435.266113
	Iteration 32Q: 3 clusters Score -913717.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -913725.687500 Penalty: 4435.266113
	Iteration 33Q: 3 clusters Score -913725.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -913736.125000 Penalty: 4435.266113
	Iteration 34Q: 3 clusters Score -913736.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -913746.937500 Penalty: 4435.266113
	Iteration 35Q: 3 clusters Score -913746.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -913752.125000 Penalty: 4435.266113
	Iteration 36Q: 3 clusters Score -913752.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -913760.312500 Penalty: 4435.266113
	Iteration 37Q: 3 clusters Score -913760.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -913765.812500 Penalty: 4435.266113
	Iteration 38Q: 3 clusters Score -913765.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -913770.625000 Penalty: 4435.266113
	Iteration 39Q: 3 clusters Score -913770.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -913777.625000 Penalty: 4435.266113
	Iteration 40F: 3 clusters Score -913777.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -913783.000000 Penalty: 4435.266113
	Iteration 41Q: 3 clusters Score -913783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -913786.000000 Penalty: 4435.266113
	Iteration 42Q: 3 clusters Score -913786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -913789.312500 Penalty: 4435.266113
	Iteration 43Q: 3 clusters Score -913789.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -913792.687500 Penalty: 4435.266113
	Iteration 44Q: 3 clusters Score -913792.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -913798.250000 Penalty: 4435.266113
	Iteration 45Q: 3 clusters Score -913798.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -913799.625000 Penalty: 4435.266113
	Iteration 46Q: 3 clusters Score -913799.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -913808.750000 Penalty: 4435.266113
	Iteration 47Q: 3 clusters Score -913808.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -913819.312500 Penalty: 4435.266113
	Iteration 48Q: 3 clusters Score -913819.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -913834.375000 Penalty: 4435.266113
	Iteration 49Q: 3 clusters Score -913834.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -913856.250000 Penalty: 4435.266113
	Iteration 50Q: 3 clusters Score -913856.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -913888.875000 Penalty: 4435.266113
	Iteration 51Q: 3 clusters Score -913888.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -913938.375000 Penalty: 4435.266113
	Iteration 52Q: 3 clusters Score -913938.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -914024.250000 Penalty: 4435.266113
	Iteration 53Q: 3 clusters Score -914024.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -914149.437500 Penalty: 4435.266113
	Iteration 54Q: 3 clusters Score -914149.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -914283.125000 Penalty: 4435.266113
	Iteration 55Q: 3 clusters Score -914283.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -914368.062500 Penalty: 4435.266113
	Iteration 56Q: 3 clusters Score -914368.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -914399.187500 Penalty: 4435.266113
	Iteration 57Q: 3 clusters Score -914399.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -914407.375000 Penalty: 4435.266113
	Iteration 58Q: 3 clusters Score -914407.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -914411.062500 Penalty: 4435.266113
	Iteration 59Q: 3 clusters Score -914411.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -914415.937500 Penalty: 4435.266113
	Iteration 60F: 3 clusters Score -914415.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -914415.937500 Penalty: 4435.266113
	Iteration 61Q: 3 clusters Score -914415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -914416.437500 Penalty: 4435.266113
	Iteration 62Q: 3 clusters Score -914416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -914415.625000 Penalty: 4435.266113
	Iteration 63Q: 3 clusters Score -914415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -914415.625000 Penalty: 4435.266113
	Iteration 64F: 3 clusters Score -914415.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 30002 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 5018 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 12678 members 
Mstep: Class 24 contains 37861 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9612 members 
Mstep: Class 30 contains 13236 members 
Mstep: Class 31 contains 27777 members 
Mstep: Class 32 contains 2629 members 
Entering Unmasked Estep 
Score: -35703060.000000 Penalty: 100627.492188
Splitting cluster 7 changes total score from -35703600.000000 to -35703060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (21857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Entering Unmasked Estep 
Score: -2563666.250000 Penalty: 2478.084473
	Iteration 0F: 2 clusters Score -2563666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2548465.250000 Penalty: 4956.168945
	Iteration 0F: 3 clusters Score -2548465 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2553969.000000 Penalty: 4956.168945
	Iteration 1F: 3 clusters Score -2553969 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2554549.000000 Penalty: 4956.168945
	Iteration 2F: 3 clusters Score -2554549 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2555152.750000 Penalty: 4956.168945
	Iteration 3F: 3 clusters Score -2555153 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2555825.750000 Penalty: 4956.168945
	Iteration 4F: 3 clusters Score -2555826 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2556529.500000 Penalty: 4956.168945
	Iteration 5F: 3 clusters Score -2556530 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2557278.000000 Penalty: 4956.168945
	Iteration 6F: 3 clusters Score -2557278 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2558075.250000 Penalty: 4956.168945
	Iteration 7F: 3 clusters Score -2558075 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2558837.250000 Penalty: 4956.168945
	Iteration 8F: 3 clusters Score -2558837 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2559544.750000 Penalty: 4956.168945
	Iteration 9Q: 3 clusters Score -2559545 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2560123.250000 Penalty: 4956.168945
	Iteration 10Q: 3 clusters Score -2560123 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2560579.500000 Penalty: 4956.168945
	Iteration 11Q: 3 clusters Score -2560580 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2560942.000000 Penalty: 4956.168945
	Iteration 12Q: 3 clusters Score -2560942 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2561173.000000 Penalty: 4956.168945
	Iteration 13Q: 3 clusters Score -2561173 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2561330.750000 Penalty: 4956.168945
	Iteration 14Q: 3 clusters Score -2561331 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2561431.500000 Penalty: 4956.168945
	Iteration 15Q: 3 clusters Score -2561432 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2561525.500000 Penalty: 4956.168945
	Iteration 16Q: 3 clusters Score -2561526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2561590.750000 Penalty: 4956.168945
	Iteration 17Q: 3 clusters Score -2561591 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2561640.500000 Penalty: 4956.168945
	Iteration 18Q: 3 clusters Score -2561640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2561678.500000 Penalty: 4956.168945
	Iteration 19Q: 3 clusters Score -2561678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2561702.000000 Penalty: 4956.168945
	Iteration 20F: 3 clusters Score -2561702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2561717.750000 Penalty: 4956.168945
	Iteration 21Q: 3 clusters Score -2561718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2561739.500000 Penalty: 4956.168945
	Iteration 22Q: 3 clusters Score -2561740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2561755.250000 Penalty: 4956.168945
	Iteration 23Q: 3 clusters Score -2561755 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2561770.500000 Penalty: 4956.168945
	Iteration 24Q: 3 clusters Score -2561770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2561785.500000 Penalty: 4956.168945
	Iteration 25Q: 3 clusters Score -2561786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2561797.750000 Penalty: 4956.168945
	Iteration 26Q: 3 clusters Score -2561798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2561803.250000 Penalty: 4956.168945
	Iteration 27Q: 3 clusters Score -2561803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2561809.000000 Penalty: 4956.168945
	Iteration 28Q: 3 clusters Score -2561809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2561809.500000 Penalty: 4956.168945
	Iteration 29Q: 3 clusters Score -2561810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2561810.750000 Penalty: 4956.168945
	Iteration 30Q: 3 clusters Score -2561811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2561814.750000 Penalty: 4956.168945
	Iteration 31Q: 3 clusters Score -2561815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2561813.000000 Penalty: 4956.168945
	Iteration 32Q: 3 clusters Score -2561813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2561816.500000 Penalty: 4956.168945
	Iteration 33Q: 3 clusters Score -2561816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2561818.000000 Penalty: 4956.168945
	Iteration 34Q: 3 clusters Score -2561818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2561820.750000 Penalty: 4956.168945
	Iteration 35Q: 3 clusters Score -2561821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2561824.250000 Penalty: 4956.168945
	Iteration 36Q: 3 clusters Score -2561824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2561823.000000 Penalty: 4956.168945
	Iteration 37Q: 3 clusters Score -2561823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2561822.750000 Penalty: 4956.168945
	Iteration 38Q: 3 clusters Score -2561823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2561825.500000 Penalty: 4956.168945
	Iteration 39Q: 3 clusters Score -2561826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2561824.250000 Penalty: 4956.168945
	Iteration 40F: 3 clusters Score -2561824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2561827.750000 Penalty: 4956.168945
	Iteration 41Q: 3 clusters Score -2561828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2561831.250000 Penalty: 4956.168945
	Iteration 42Q: 3 clusters Score -2561831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2561830.000000 Penalty: 4956.168945
	Iteration 43Q: 3 clusters Score -2561830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2561830.000000 Penalty: 4956.168945
	Iteration 44Q: 3 clusters Score -2561830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2561832.750000 Penalty: 4956.168945
	Iteration 45Q: 3 clusters Score -2561833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2561833.000000 Penalty: 4956.168945
	Iteration 46Q: 3 clusters Score -2561833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2561833.000000 Penalty: 4956.168945
	Iteration 47F: 3 clusters Score -2561833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Entering Unmasked Estep 
Score: -1030749.437500 Penalty: 2265.445801
	Iteration 0F: 2 clusters Score -1030749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1023461.437500 Penalty: 4530.891602
	Iteration 0F: 3 clusters Score -1023461 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1025644.312500 Penalty: 4530.891602
	Iteration 1F: 3 clusters Score -1025644 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1025981.187500 Penalty: 4530.891602
	Iteration 2F: 3 clusters Score -1025981 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1026271.562500 Penalty: 4530.891602
	Iteration 3F: 3 clusters Score -1026272 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1026526.625000 Penalty: 4530.891602
	Iteration 4F: 3 clusters Score -1026527 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1026769.625000 Penalty: 4530.891602
	Iteration 5Q: 3 clusters Score -1026770 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1026976.187500 Penalty: 4530.891602
	Iteration 6Q: 3 clusters Score -1026976 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1027195.187500 Penalty: 4530.891602
	Iteration 7Q: 3 clusters Score -1027195 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1027433.125000 Penalty: 4530.891602
	Iteration 8Q: 3 clusters Score -1027433 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1027670.625000 Penalty: 4530.891602
	Iteration 9Q: 3 clusters Score -1027671 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1027878.812500 Penalty: 4530.891602
	Iteration 10Q: 3 clusters Score -1027879 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1028050.750000 Penalty: 4530.891602
	Iteration 11Q: 3 clusters Score -1028051 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1028209.437500 Penalty: 4530.891602
	Iteration 12Q: 3 clusters Score -1028209 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1028353.812500 Penalty: 4530.891602
	Iteration 13Q: 3 clusters Score -1028354 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1028463.812500 Penalty: 4530.891602
	Iteration 14Q: 3 clusters Score -1028464 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1028556.562500 Penalty: 4530.891602
	Iteration 15Q: 3 clusters Score -1028557 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1028629.062500 Penalty: 4530.891602
	Iteration 16Q: 3 clusters Score -1028629 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1028684.625000 Penalty: 4530.891602
	Iteration 17Q: 3 clusters Score -1028685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1028723.125000 Penalty: 4530.891602
	Iteration 18Q: 3 clusters Score -1028723 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1028758.625000 Penalty: 4530.891602
	Iteration 19Q: 3 clusters Score -1028759 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1028780.625000 Penalty: 4530.891602
	Iteration 20F: 3 clusters Score -1028781 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1028799.812500 Penalty: 4530.891602
	Iteration 21Q: 3 clusters Score -1028800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1028812.562500 Penalty: 4530.891602
	Iteration 22Q: 3 clusters Score -1028813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1028818.812500 Penalty: 4530.891602
	Iteration 23Q: 3 clusters Score -1028819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1028825.125000 Penalty: 4530.891602
	Iteration 24Q: 3 clusters Score -1028825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1028833.125000 Penalty: 4530.891602
	Iteration 25Q: 3 clusters Score -1028833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1028838.250000 Penalty: 4530.891602
	Iteration 26Q: 3 clusters Score -1028838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1028843.250000 Penalty: 4530.891602
	Iteration 27Q: 3 clusters Score -1028843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1028845.312500 Penalty: 4530.891602
	Iteration 28Q: 3 clusters Score -1028845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1028850.000000 Penalty: 4530.891602
	Iteration 29Q: 3 clusters Score -1028850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1028851.250000 Penalty: 4530.891602
	Iteration 30Q: 3 clusters Score -1028851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1028855.000000 Penalty: 4530.891602
	Iteration 31Q: 3 clusters Score -1028855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1028860.437500 Penalty: 4530.891602
	Iteration 32Q: 3 clusters Score -1028860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1028865.187500 Penalty: 4530.891602
	Iteration 33Q: 3 clusters Score -1028865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1028866.125000 Penalty: 4530.891602
	Iteration 34Q: 3 clusters Score -1028866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1028867.375000 Penalty: 4530.891602
	Iteration 35Q: 3 clusters Score -1028867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1028870.875000 Penalty: 4530.891602
	Iteration 36Q: 3 clusters Score -1028871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1028872.750000 Penalty: 4530.891602
	Iteration 37Q: 3 clusters Score -1028873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1028871.812500 Penalty: 4530.891602
	Iteration 38Q: 3 clusters Score -1028872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1028877.437500 Penalty: 4530.891602
	Iteration 39Q: 3 clusters Score -1028877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1028878.812500 Penalty: 4530.891602
	Iteration 40F: 3 clusters Score -1028879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1028877.937500 Penalty: 4530.891602
	Iteration 41Q: 3 clusters Score -1028878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1028877.375000 Penalty: 4530.891602
	Iteration 42Q: 3 clusters Score -1028877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1028881.125000 Penalty: 4530.891602
	Iteration 43Q: 3 clusters Score -1028881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1028882.625000 Penalty: 4530.891602
	Iteration 44Q: 3 clusters Score -1028883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1028882.312500 Penalty: 4530.891602
	Iteration 45Q: 3 clusters Score -1028882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1028884.000000 Penalty: 4530.891602
	Iteration 46Q: 3 clusters Score -1028884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1028884.937500 Penalty: 4530.891602
	Iteration 47Q: 3 clusters Score -1028885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1028886.187500 Penalty: 4530.891602
	Iteration 48Q: 3 clusters Score -1028886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1028889.000000 Penalty: 4530.891602
	Iteration 49Q: 3 clusters Score -1028889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1028888.375000 Penalty: 4530.891602
	Iteration 50Q: 3 clusters Score -1028888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1028887.187500 Penalty: 4530.891602
	Iteration 51Q: 3 clusters Score -1028887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1028889.375000 Penalty: 4530.891602
	Iteration 52Q: 3 clusters Score -1028889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1028886.500000 Penalty: 4530.891602
	Iteration 53Q: 3 clusters Score -1028886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1028887.312500 Penalty: 4530.891602
	Iteration 54Q: 3 clusters Score -1028887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1028889.062500 Penalty: 4530.891602
	Iteration 55Q: 3 clusters Score -1028889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1028888.875000 Penalty: 4530.891602
	Iteration 56Q: 3 clusters Score -1028889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1028889.687500 Penalty: 4530.891602
	Iteration 57Q: 3 clusters Score -1028890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1028891.312500 Penalty: 4530.891602
	Iteration 58Q: 3 clusters Score -1028891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1028891.312500 Penalty: 4530.891602
	Iteration 59F: 3 clusters Score -1028891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -770369.750000 Penalty: 2174.452148
	Iteration 0F: 2 clusters Score -770369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -764971.125000 Penalty: 4348.904297
	Iteration 0F: 3 clusters Score -764971.1 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -766298.062500 Penalty: 4348.904297
	Iteration 1F: 3 clusters Score -766298.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -766505.500000 Penalty: 4348.904297
	Iteration 2F: 3 clusters Score -766505.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -766638.625000 Penalty: 4348.904297
	Iteration 3Q: 3 clusters Score -766638.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -766720.625000 Penalty: 4348.904297
	Iteration 4Q: 3 clusters Score -766720.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -766783.187500 Penalty: 4348.904297
	Iteration 5Q: 3 clusters Score -766783.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -766830.812500 Penalty: 4348.904297
	Iteration 6Q: 3 clusters Score -766830.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -766872.000000 Penalty: 4348.904297
	Iteration 7Q: 3 clusters Score -766872 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -766911.437500 Penalty: 4348.904297
	Iteration 8Q: 3 clusters Score -766911.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -766951.437500 Penalty: 4348.904297
	Iteration 9Q: 3 clusters Score -766951.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -766980.812500 Penalty: 4348.904297
	Iteration 10Q: 3 clusters Score -766980.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -767006.062500 Penalty: 4348.904297
	Iteration 11Q: 3 clusters Score -767006.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -767027.375000 Penalty: 4348.904297
	Iteration 12Q: 3 clusters Score -767027.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -767047.062500 Penalty: 4348.904297
	Iteration 13Q: 3 clusters Score -767047.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -767065.562500 Penalty: 4348.904297
	Iteration 14Q: 3 clusters Score -767065.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -767085.375000 Penalty: 4348.904297
	Iteration 15Q: 3 clusters Score -767085.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -767097.500000 Penalty: 4348.904297
	Iteration 16Q: 3 clusters Score -767097.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -767112.312500 Penalty: 4348.904297
	Iteration 17Q: 3 clusters Score -767112.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -767119.625000 Penalty: 4348.904297
	Iteration 18Q: 3 clusters Score -767119.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -767131.625000 Penalty: 4348.904297
	Iteration 19Q: 3 clusters Score -767131.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -767139.187500 Penalty: 4348.904297
	Iteration 20F: 3 clusters Score -767139.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -767148.937500 Penalty: 4348.904297
	Iteration 21Q: 3 clusters Score -767148.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -767156.375000 Penalty: 4348.904297
	Iteration 22Q: 3 clusters Score -767156.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -767162.125000 Penalty: 4348.904297
	Iteration 23Q: 3 clusters Score -767162.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -767167.937500 Penalty: 4348.904297
	Iteration 24Q: 3 clusters Score -767167.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -767171.687500 Penalty: 4348.904297
	Iteration 25Q: 3 clusters Score -767171.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -767178.312500 Penalty: 4348.904297
	Iteration 26Q: 3 clusters Score -767178.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -767182.187500 Penalty: 4348.904297
	Iteration 27Q: 3 clusters Score -767182.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -767187.062500 Penalty: 4348.904297
	Iteration 28Q: 3 clusters Score -767187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -767190.875000 Penalty: 4348.904297
	Iteration 29Q: 3 clusters Score -767190.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -767199.562500 Penalty: 4348.904297
	Iteration 30Q: 3 clusters Score -767199.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -767207.437500 Penalty: 4348.904297
	Iteration 31Q: 3 clusters Score -767207.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -767218.312500 Penalty: 4348.904297
	Iteration 32Q: 3 clusters Score -767218.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -767229.062500 Penalty: 4348.904297
	Iteration 33Q: 3 clusters Score -767229.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -767242.187500 Penalty: 4348.904297
	Iteration 34Q: 3 clusters Score -767242.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -767249.000000 Penalty: 4348.904297
	Iteration 35Q: 3 clusters Score -767249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -767262.062500 Penalty: 4348.904297
	Iteration 36Q: 3 clusters Score -767262.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -767279.437500 Penalty: 4348.904297
	Iteration 37Q: 3 clusters Score -767279.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -767293.000000 Penalty: 4348.904297
	Iteration 38Q: 3 clusters Score -767293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -767306.625000 Penalty: 4348.904297
	Iteration 39Q: 3 clusters Score -767306.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -767322.062500 Penalty: 4348.904297
	Iteration 40F: 3 clusters Score -767322.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -767341.062500 Penalty: 4348.904297
	Iteration 41Q: 3 clusters Score -767341.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -767354.812500 Penalty: 4348.904297
	Iteration 42Q: 3 clusters Score -767354.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -767374.375000 Penalty: 4348.904297
	Iteration 43Q: 3 clusters Score -767374.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -767387.750000 Penalty: 4348.904297
	Iteration 44Q: 3 clusters Score -767387.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -767403.000000 Penalty: 4348.904297
	Iteration 45Q: 3 clusters Score -767403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -767416.500000 Penalty: 4348.904297
	Iteration 46Q: 3 clusters Score -767416.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -767433.687500 Penalty: 4348.904297
	Iteration 47Q: 3 clusters Score -767433.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -767448.187500 Penalty: 4348.904297
	Iteration 48Q: 3 clusters Score -767448.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -767470.750000 Penalty: 4348.904297
	Iteration 49Q: 3 clusters Score -767470.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -767486.437500 Penalty: 4348.904297
	Iteration 50Q: 3 clusters Score -767486.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -767508.562500 Penalty: 4348.904297
	Iteration 51Q: 3 clusters Score -767508.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -767533.000000 Penalty: 4348.904297
	Iteration 52Q: 3 clusters Score -767533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -767560.125000 Penalty: 4348.904297
	Iteration 53Q: 3 clusters Score -767560.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -767591.562500 Penalty: 4348.904297
	Iteration 54Q: 3 clusters Score -767591.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -767621.812500 Penalty: 4348.904297
	Iteration 55Q: 3 clusters Score -767621.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -767650.875000 Penalty: 4348.904297
	Iteration 56Q: 3 clusters Score -767650.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -767682.812500 Penalty: 4348.904297
	Iteration 57Q: 3 clusters Score -767682.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -767712.125000 Penalty: 4348.904297
	Iteration 58Q: 3 clusters Score -767712.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -767745.500000 Penalty: 4348.904297
	Iteration 59Q: 3 clusters Score -767745.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -767766.750000 Penalty: 4348.904297
	Iteration 60F: 3 clusters Score -767766.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -767791.625000 Penalty: 4348.904297
	Iteration 61Q: 3 clusters Score -767791.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -767824.250000 Penalty: 4348.904297
	Iteration 62Q: 3 clusters Score -767824.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -767848.312500 Penalty: 4348.904297
	Iteration 63Q: 3 clusters Score -767848.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -767875.187500 Penalty: 4348.904297
	Iteration 64Q: 3 clusters Score -767875.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -767894.187500 Penalty: 4348.904297
	Iteration 65Q: 3 clusters Score -767894.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -767922.187500 Penalty: 4348.904297
	Iteration 66Q: 3 clusters Score -767922.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -767949.875000 Penalty: 4348.904297
	Iteration 67Q: 3 clusters Score -767949.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -767987.312500 Penalty: 4348.904297
	Iteration 68Q: 3 clusters Score -767987.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -768029.125000 Penalty: 4348.904297
	Iteration 69Q: 3 clusters Score -768029.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -768065.562500 Penalty: 4348.904297
	Iteration 70Q: 3 clusters Score -768065.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -768098.187500 Penalty: 4348.904297
	Iteration 71Q: 3 clusters Score -768098.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -768127.875000 Penalty: 4348.904297
	Iteration 72Q: 3 clusters Score -768127.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -768156.437500 Penalty: 4348.904297
	Iteration 73Q: 3 clusters Score -768156.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -768186.187500 Penalty: 4348.904297
	Iteration 74Q: 3 clusters Score -768186.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -768222.875000 Penalty: 4348.904297
	Iteration 75Q: 3 clusters Score -768222.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -768256.250000 Penalty: 4348.904297
	Iteration 76Q: 3 clusters Score -768256.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -768293.062500 Penalty: 4348.904297
	Iteration 77Q: 3 clusters Score -768293.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -768340.875000 Penalty: 4348.904297
	Iteration 78Q: 3 clusters Score -768340.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -768375.437500 Penalty: 4348.904297
	Iteration 79Q: 3 clusters Score -768375.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -768409.750000 Penalty: 4348.904297
	Iteration 80F: 3 clusters Score -768409.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -768426.625000 Penalty: 4348.904297
	Iteration 81Q: 3 clusters Score -768426.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -768438.250000 Penalty: 4348.904297
	Iteration 82Q: 3 clusters Score -768438.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -768445.937500 Penalty: 4348.904297
	Iteration 83Q: 3 clusters Score -768445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -768451.062500 Penalty: 4348.904297
	Iteration 84Q: 3 clusters Score -768451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -768452.937500 Penalty: 4348.904297
	Iteration 85Q: 3 clusters Score -768452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -768453.625000 Penalty: 4348.904297
	Iteration 86Q: 3 clusters Score -768453.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -768456.500000 Penalty: 4348.904297
	Iteration 87Q: 3 clusters Score -768456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -768459.937500 Penalty: 4348.904297
	Iteration 88Q: 3 clusters Score -768459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -768464.437500 Penalty: 4348.904297
	Iteration 89Q: 3 clusters Score -768464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -768469.437500 Penalty: 4348.904297
	Iteration 90Q: 3 clusters Score -768469.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -768476.375000 Penalty: 4348.904297
	Iteration 91Q: 3 clusters Score -768476.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -768480.500000 Penalty: 4348.904297
	Iteration 92Q: 3 clusters Score -768480.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -768482.500000 Penalty: 4348.904297
	Iteration 93Q: 3 clusters Score -768482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -768487.125000 Penalty: 4348.904297
	Iteration 94Q: 3 clusters Score -768487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -768488.875000 Penalty: 4348.904297
	Iteration 95Q: 3 clusters Score -768488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -768493.625000 Penalty: 4348.904297
	Iteration 96Q: 3 clusters Score -768493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -768497.437500 Penalty: 4348.904297
	Iteration 97Q: 3 clusters Score -768497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -768502.000000 Penalty: 4348.904297
	Iteration 98Q: 3 clusters Score -768502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -768505.375000 Penalty: 4348.904297
	Iteration 99Q: 3 clusters Score -768505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -768508.812500 Penalty: 4348.904297
	Iteration 100F: 3 clusters Score -768508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -768509.500000 Penalty: 4348.904297
	Iteration 101Q: 3 clusters Score -768509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -768513.312500 Penalty: 4348.904297
	Iteration 102Q: 3 clusters Score -768513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -768515.562500 Penalty: 4348.904297
	Iteration 103Q: 3 clusters Score -768515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -768516.500000 Penalty: 4348.904297
	Iteration 104Q: 3 clusters Score -768516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -768517.625000 Penalty: 4348.904297
	Iteration 105Q: 3 clusters Score -768517.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -768519.062500 Penalty: 4348.904297
	Iteration 106Q: 3 clusters Score -768519.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -768518.875000 Penalty: 4348.904297
	Iteration 107Q: 3 clusters Score -768518.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -768518.875000 Penalty: 4348.904297
	Iteration 108F: 3 clusters Score -768518.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -192249.953125 Penalty: 1825.936035
	Iteration 0F: 2 clusters Score -192250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -189907.406250 Penalty: 3651.872070
	Iteration 0F: 3 clusters Score -189907.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -190337.828125 Penalty: 3651.872070
	Iteration 1F: 3 clusters Score -190337.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -190463.515625 Penalty: 3651.872070
	Iteration 2F: 3 clusters Score -190463.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -190528.953125 Penalty: 3651.872070
	Iteration 3Q: 3 clusters Score -190529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -190560.234375 Penalty: 3651.872070
	Iteration 4Q: 3 clusters Score -190560.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -190585.718750 Penalty: 3651.872070
	Iteration 5Q: 3 clusters Score -190585.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -190608.796875 Penalty: 3651.872070
	Iteration 6Q: 3 clusters Score -190608.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -190624.078125 Penalty: 3651.872070
	Iteration 7Q: 3 clusters Score -190624.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -190639.562500 Penalty: 3651.872070
	Iteration 8Q: 3 clusters Score -190639.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -190646.593750 Penalty: 3651.872070
	Iteration 9Q: 3 clusters Score -190646.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -190651.343750 Penalty: 3651.872070
	Iteration 10Q: 3 clusters Score -190651.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -190656.656250 Penalty: 3651.872070
	Iteration 11Q: 3 clusters Score -190656.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -190661.156250 Penalty: 3651.872070
	Iteration 12Q: 3 clusters Score -190661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -190665.343750 Penalty: 3651.872070
	Iteration 13Q: 3 clusters Score -190665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -190668.921875 Penalty: 3651.872070
	Iteration 14Q: 3 clusters Score -190668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -190672.218750 Penalty: 3651.872070
	Iteration 15Q: 3 clusters Score -190672.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -190675.109375 Penalty: 3651.872070
	Iteration 16Q: 3 clusters Score -190675.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -190677.421875 Penalty: 3651.872070
	Iteration 17Q: 3 clusters Score -190677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -190678.984375 Penalty: 3651.872070
	Iteration 18Q: 3 clusters Score -190679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -190678.984375 Penalty: 3651.872070
	Iteration 19F: 3 clusters Score -190679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Entering Unmasked Estep 
Score: -1029570.250000 Penalty: 2304.853027
	Iteration 0F: 2 clusters Score -1029570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1021447.750000 Penalty: 4609.706055
	Iteration 0F: 3 clusters Score -1021448 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1024355.000000 Penalty: 4609.706055
	Iteration 1F: 3 clusters Score -1024355 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1025135.937500 Penalty: 4609.706055
	Iteration 2F: 3 clusters Score -1025136 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1025822.625000 Penalty: 4609.706055
	Iteration 3F: 3 clusters Score -1025823 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1026383.250000 Penalty: 4609.706055
	Iteration 4F: 3 clusters Score -1026383 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1026779.812500 Penalty: 4609.706055
	Iteration 5F: 3 clusters Score -1026780 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1027064.437500 Penalty: 4609.706055
	Iteration 6Q: 3 clusters Score -1027064 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1027262.000000 Penalty: 4609.706055
	Iteration 7Q: 3 clusters Score -1027262 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1027402.875000 Penalty: 4609.706055
	Iteration 8Q: 3 clusters Score -1027403 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1027508.375000 Penalty: 4609.706055
	Iteration 9Q: 3 clusters Score -1027508 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1027572.062500 Penalty: 4609.706055
	Iteration 10Q: 3 clusters Score -1027572 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1027629.125000 Penalty: 4609.706055
	Iteration 11Q: 3 clusters Score -1027629 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1027687.375000 Penalty: 4609.706055
	Iteration 12Q: 3 clusters Score -1027687 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1027746.812500 Penalty: 4609.706055
	Iteration 13Q: 3 clusters Score -1027747 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1027785.750000 Penalty: 4609.706055
	Iteration 14Q: 3 clusters Score -1027786 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1027829.562500 Penalty: 4609.706055
	Iteration 15Q: 3 clusters Score -1027830 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1027870.750000 Penalty: 4609.706055
	Iteration 16Q: 3 clusters Score -1027871 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1027922.687500 Penalty: 4609.706055
	Iteration 17Q: 3 clusters Score -1027923 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1027976.312500 Penalty: 4609.706055
	Iteration 18Q: 3 clusters Score -1027976 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1028028.375000 Penalty: 4609.706055
	Iteration 19Q: 3 clusters Score -1028028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1028072.500000 Penalty: 4609.706055
	Iteration 20F: 3 clusters Score -1028072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1028116.812500 Penalty: 4609.706055
	Iteration 21Q: 3 clusters Score -1028117 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1028164.875000 Penalty: 4609.706055
	Iteration 22Q: 3 clusters Score -1028165 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1028208.375000 Penalty: 4609.706055
	Iteration 23Q: 3 clusters Score -1028208 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1028241.875000 Penalty: 4609.706055
	Iteration 24Q: 3 clusters Score -1028242 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1028269.187500 Penalty: 4609.706055
	Iteration 25Q: 3 clusters Score -1028269 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1028285.312500 Penalty: 4609.706055
	Iteration 26Q: 3 clusters Score -1028285 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1028299.312500 Penalty: 4609.706055
	Iteration 27Q: 3 clusters Score -1028299 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1028318.937500 Penalty: 4609.706055
	Iteration 28Q: 3 clusters Score -1028319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1028333.687500 Penalty: 4609.706055
	Iteration 29Q: 3 clusters Score -1028334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1028339.187500 Penalty: 4609.706055
	Iteration 30Q: 3 clusters Score -1028339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1028345.937500 Penalty: 4609.706055
	Iteration 31Q: 3 clusters Score -1028346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1028348.375000 Penalty: 4609.706055
	Iteration 32Q: 3 clusters Score -1028348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1028351.062500 Penalty: 4609.706055
	Iteration 33Q: 3 clusters Score -1028351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1028352.375000 Penalty: 4609.706055
	Iteration 34Q: 3 clusters Score -1028352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1028356.125000 Penalty: 4609.706055
	Iteration 35Q: 3 clusters Score -1028356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1028359.687500 Penalty: 4609.706055
	Iteration 36Q: 3 clusters Score -1028360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1028358.250000 Penalty: 4609.706055
	Iteration 37Q: 3 clusters Score -1028358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1028361.875000 Penalty: 4609.706055
	Iteration 38Q: 3 clusters Score -1028362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1028362.062500 Penalty: 4609.706055
	Iteration 39Q: 3 clusters Score -1028362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1028364.937500 Penalty: 4609.706055
	Iteration 40F: 3 clusters Score -1028365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1028366.000000 Penalty: 4609.706055
	Iteration 41Q: 3 clusters Score -1028366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1028371.562500 Penalty: 4609.706055
	Iteration 42Q: 3 clusters Score -1028372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1028373.562500 Penalty: 4609.706055
	Iteration 43Q: 3 clusters Score -1028374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1028373.375000 Penalty: 4609.706055
	Iteration 44Q: 3 clusters Score -1028373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1028372.812500 Penalty: 4609.706055
	Iteration 45Q: 3 clusters Score -1028373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1028374.687500 Penalty: 4609.706055
	Iteration 46Q: 3 clusters Score -1028375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1028374.812500 Penalty: 4609.706055
	Iteration 47Q: 3 clusters Score -1028375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1028374.562500 Penalty: 4609.706055
	Iteration 48Q: 3 clusters Score -1028375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1028373.937500 Penalty: 4609.706055
	Iteration 49Q: 3 clusters Score -1028374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1028375.062500 Penalty: 4609.706055
	Iteration 50Q: 3 clusters Score -1028375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1028375.062500 Penalty: 4609.706055
	Iteration 51F: 3 clusters Score -1028375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Entering Unmasked Estep 
Score: -1809052.125000 Penalty: 2384.223389
	Iteration 0F: 2 clusters Score -1809052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1798255.000000 Penalty: 4768.446777
	Iteration 0F: 3 clusters Score -1798255 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1801910.750000 Penalty: 4768.446777
	Iteration 1F: 3 clusters Score -1801911 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1802632.375000 Penalty: 4768.446777
	Iteration 2F: 3 clusters Score -1802632 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1803296.875000 Penalty: 4768.446777
	Iteration 3F: 3 clusters Score -1803297 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1804042.750000 Penalty: 4768.446777
	Iteration 4F: 3 clusters Score -1804043 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1804862.500000 Penalty: 4768.446777
	Iteration 5F: 3 clusters Score -1804862 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1805678.875000 Penalty: 4768.446777
	Iteration 6F: 3 clusters Score -1805679 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1806450.875000 Penalty: 4768.446777
	Iteration 7F: 3 clusters Score -1806451 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1807062.875000 Penalty: 4768.446777
	Iteration 8F: 3 clusters Score -1807063 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1807505.875000 Penalty: 4768.446777
	Iteration 9Q: 3 clusters Score -1807506 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1807841.250000 Penalty: 4768.446777
	Iteration 10Q: 3 clusters Score -1807841 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1808067.125000 Penalty: 4768.446777
	Iteration 11Q: 3 clusters Score -1808067 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1808202.625000 Penalty: 4768.446777
	Iteration 12Q: 3 clusters Score -1808203 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1808282.000000 Penalty: 4768.446777
	Iteration 13Q: 3 clusters Score -1808282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1808321.500000 Penalty: 4768.446777
	Iteration 14Q: 3 clusters Score -1808322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1808354.875000 Penalty: 4768.446777
	Iteration 15Q: 3 clusters Score -1808355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1808372.875000 Penalty: 4768.446777
	Iteration 16Q: 3 clusters Score -1808373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1808385.750000 Penalty: 4768.446777
	Iteration 17Q: 3 clusters Score -1808386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1808386.250000 Penalty: 4768.446777
	Iteration 18Q: 3 clusters Score -1808386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1808386.750000 Penalty: 4768.446777
	Iteration 19Q: 3 clusters Score -1808387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1808386.750000 Penalty: 4768.446777
	Iteration 20F: 3 clusters Score -1808387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1808387.875000 Penalty: 4768.446777
	Iteration 21Q: 3 clusters Score -1808388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1808391.625000 Penalty: 4768.446777
	Iteration 22Q: 3 clusters Score -1808392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1808395.000000 Penalty: 4768.446777
	Iteration 23Q: 3 clusters Score -1808395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1808395.875000 Penalty: 4768.446777
	Iteration 24Q: 3 clusters Score -1808396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1808395.000000 Penalty: 4768.446777
	Iteration 25Q: 3 clusters Score -1808395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1808395.000000 Penalty: 4768.446777
	Iteration 26F: 3 clusters Score -1808395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Entering Unmasked Estep 
Score: -443881.312500 Penalty: 2061.104736
	Iteration 0F: 2 clusters Score -443881.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -439974.343750 Penalty: 4122.209473
	Iteration 0F: 3 clusters Score -439974.3 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -440997.500000 Penalty: 4122.209473
	Iteration 1F: 3 clusters Score -440997.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -441308.625000 Penalty: 4122.209473
	Iteration 2F: 3 clusters Score -441308.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -441496.843750 Penalty: 4122.209473
	Iteration 3F: 3 clusters Score -441496.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -441627.218750 Penalty: 4122.209473
	Iteration 4Q: 3 clusters Score -441627.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -441744.781250 Penalty: 4122.209473
	Iteration 5Q: 3 clusters Score -441744.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -441825.437500 Penalty: 4122.209473
	Iteration 6Q: 3 clusters Score -441825.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -441880.031250 Penalty: 4122.209473
	Iteration 7Q: 3 clusters Score -441880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -441939.718750 Penalty: 4122.209473
	Iteration 8Q: 3 clusters Score -441939.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -441988.875000 Penalty: 4122.209473
	Iteration 9Q: 3 clusters Score -441988.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -442037.250000 Penalty: 4122.209473
	Iteration 10Q: 3 clusters Score -442037.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -442082.625000 Penalty: 4122.209473
	Iteration 11Q: 3 clusters Score -442082.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -442141.750000 Penalty: 4122.209473
	Iteration 12Q: 3 clusters Score -442141.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -442203.312500 Penalty: 4122.209473
	Iteration 13Q: 3 clusters Score -442203.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -442262.468750 Penalty: 4122.209473
	Iteration 14Q: 3 clusters Score -442262.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -442341.562500 Penalty: 4122.209473
	Iteration 15Q: 3 clusters Score -442341.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -442452.906250 Penalty: 4122.209473
	Iteration 16Q: 3 clusters Score -442452.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -442565.875000 Penalty: 4122.209473
	Iteration 17Q: 3 clusters Score -442565.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -442660.031250 Penalty: 4122.209473
	Iteration 18Q: 3 clusters Score -442660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -442743.375000 Penalty: 4122.209473
	Iteration 19Q: 3 clusters Score -442743.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -442806.468750 Penalty: 4122.209473
	Iteration 20F: 3 clusters Score -442806.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -442849.625000 Penalty: 4122.209473
	Iteration 21Q: 3 clusters Score -442849.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -442882.437500 Penalty: 4122.209473
	Iteration 22Q: 3 clusters Score -442882.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -442907.218750 Penalty: 4122.209473
	Iteration 23Q: 3 clusters Score -442907.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -442931.281250 Penalty: 4122.209473
	Iteration 24Q: 3 clusters Score -442931.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -442959.687500 Penalty: 4122.209473
	Iteration 25Q: 3 clusters Score -442959.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -442979.093750 Penalty: 4122.209473
	Iteration 26Q: 3 clusters Score -442979.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -442993.031250 Penalty: 4122.209473
	Iteration 27Q: 3 clusters Score -442993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -443002.812500 Penalty: 4122.209473
	Iteration 28Q: 3 clusters Score -443002.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -443006.250000 Penalty: 4122.209473
	Iteration 29Q: 3 clusters Score -443006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -443010.875000 Penalty: 4122.209473
	Iteration 30Q: 3 clusters Score -443010.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -443015.375000 Penalty: 4122.209473
	Iteration 31Q: 3 clusters Score -443015.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -443020.968750 Penalty: 4122.209473
	Iteration 32Q: 3 clusters Score -443021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -443023.312500 Penalty: 4122.209473
	Iteration 33Q: 3 clusters Score -443023.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -443025.062500 Penalty: 4122.209473
	Iteration 34Q: 3 clusters Score -443025.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -443025.406250 Penalty: 4122.209473
	Iteration 35Q: 3 clusters Score -443025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -443028.156250 Penalty: 4122.209473
	Iteration 36Q: 3 clusters Score -443028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -443027.625000 Penalty: 4122.209473
	Iteration 37Q: 3 clusters Score -443027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -443028.500000 Penalty: 4122.209473
	Iteration 38Q: 3 clusters Score -443028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -443029.000000 Penalty: 4122.209473
	Iteration 39Q: 3 clusters Score -443029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -443030.156250 Penalty: 4122.209473
	Iteration 40F: 3 clusters Score -443030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -443032.156250 Penalty: 4122.209473
	Iteration 41Q: 3 clusters Score -443032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -443032.625000 Penalty: 4122.209473
	Iteration 42Q: 3 clusters Score -443032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -443032.218750 Penalty: 4122.209473
	Iteration 43Q: 3 clusters Score -443032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -443032.375000 Penalty: 4122.209473
	Iteration 44Q: 3 clusters Score -443032.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -443032.375000 Penalty: 4122.209473
	Iteration 45F: 3 clusters Score -443032.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -911246.375000 Penalty: 2224.320312
	Iteration 0F: 2 clusters Score -911246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -904971.250000 Penalty: 4448.640625
	Iteration 0F: 3 clusters Score -904971.2 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -906947.312500 Penalty: 4448.640625
	Iteration 1F: 3 clusters Score -906947.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -907447.687500 Penalty: 4448.640625
	Iteration 2F: 3 clusters Score -907447.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -907978.125000 Penalty: 4448.640625
	Iteration 3F: 3 clusters Score -907978.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -908531.812500 Penalty: 4448.640625
	Iteration 4F: 3 clusters Score -908531.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -909145.062500 Penalty: 4448.640625
	Iteration 5F: 3 clusters Score -909145.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -909688.562500 Penalty: 4448.640625
	Iteration 6F: 3 clusters Score -909688.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -910232.750000 Penalty: 4448.640625
	Iteration 7F: 3 clusters Score -910232.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -910680.687500 Penalty: 4448.640625
	Iteration 8F: 3 clusters Score -910680.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -911018.625000 Penalty: 4448.640625
	Iteration 9Q: 3 clusters Score -911018.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -911226.312500 Penalty: 4448.640625
	Iteration 10Q: 3 clusters Score -911226.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -911334.750000 Penalty: 4448.640625
	Iteration 11Q: 3 clusters Score -911334.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -911397.562500 Penalty: 4448.640625
	Iteration 12Q: 3 clusters Score -911397.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -911434.000000 Penalty: 4448.640625
	Iteration 13Q: 3 clusters Score -911434 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -911453.812500 Penalty: 4448.640625
	Iteration 14Q: 3 clusters Score -911453.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -911465.875000 Penalty: 4448.640625
	Iteration 15Q: 3 clusters Score -911465.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -911481.750000 Penalty: 4448.640625
	Iteration 16Q: 3 clusters Score -911481.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -911488.312500 Penalty: 4448.640625
	Iteration 17Q: 3 clusters Score -911488.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -911495.062500 Penalty: 4448.640625
	Iteration 18Q: 3 clusters Score -911495.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -911499.875000 Penalty: 4448.640625
	Iteration 19Q: 3 clusters Score -911499.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -911504.750000 Penalty: 4448.640625
	Iteration 20F: 3 clusters Score -911504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -911506.437500 Penalty: 4448.640625
	Iteration 21Q: 3 clusters Score -911506.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -911508.000000 Penalty: 4448.640625
	Iteration 22Q: 3 clusters Score -911508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -911510.375000 Penalty: 4448.640625
	Iteration 23Q: 3 clusters Score -911510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -911511.750000 Penalty: 4448.640625
	Iteration 24Q: 3 clusters Score -911511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -911512.125000 Penalty: 4448.640625
	Iteration 25Q: 3 clusters Score -911512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -911512.562500 Penalty: 4448.640625
	Iteration 26Q: 3 clusters Score -911512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -911514.812500 Penalty: 4448.640625
	Iteration 27Q: 3 clusters Score -911514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -911516.187500 Penalty: 4448.640625
	Iteration 28Q: 3 clusters Score -911516.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -911517.187500 Penalty: 4448.640625
	Iteration 29Q: 3 clusters Score -911517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -911517.562500 Penalty: 4448.640625
	Iteration 30Q: 3 clusters Score -911517.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -911516.562500 Penalty: 4448.640625
	Iteration 31Q: 3 clusters Score -911516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -911519.500000 Penalty: 4448.640625
	Iteration 32Q: 3 clusters Score -911519.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -911519.250000 Penalty: 4448.640625
	Iteration 33Q: 3 clusters Score -911519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -911519.250000 Penalty: 4448.640625
	Iteration 34F: 3 clusters Score -911519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 30002 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 2278 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 12678 members 
Mstep: Class 24 contains 37861 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9612 members 
Mstep: Class 30 contains 13236 members 
Mstep: Class 31 contains 27777 members 
Mstep: Class 32 contains 5578 members 
Entering Unmasked Estep 
Score: -35702964.000000 Penalty: 100627.492188
Splitting cluster 15 changes total score from -35703600.000000 to -35702964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Entering Unmasked Estep 
Score: -643332.500000 Penalty: 2128.625732
	Iteration 0F: 2 clusters Score -643332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -638560.250000 Penalty: 4257.251465
	Iteration 0F: 3 clusters Score -638560.2 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -639904.062500 Penalty: 4257.251465
	Iteration 1F: 3 clusters Score -639904.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -640447.500000 Penalty: 4257.251465
	Iteration 2F: 3 clusters Score -640447.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -641017.750000 Penalty: 4257.251465
	Iteration 3F: 3 clusters Score -641017.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -641501.375000 Penalty: 4257.251465
	Iteration 4F: 3 clusters Score -641501.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -641807.187500 Penalty: 4257.251465
	Iteration 5F: 3 clusters Score -641807.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -641945.812500 Penalty: 4257.251465
	Iteration 6Q: 3 clusters Score -641945.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -642011.687500 Penalty: 4257.251465
	Iteration 7Q: 3 clusters Score -642011.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -642049.312500 Penalty: 4257.251465
	Iteration 8Q: 3 clusters Score -642049.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -642061.687500 Penalty: 4257.251465
	Iteration 9Q: 3 clusters Score -642061.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -642076.812500 Penalty: 4257.251465
	Iteration 10Q: 3 clusters Score -642076.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -642083.437500 Penalty: 4257.251465
	Iteration 11Q: 3 clusters Score -642083.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -642091.062500 Penalty: 4257.251465
	Iteration 12Q: 3 clusters Score -642091.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -642100.187500 Penalty: 4257.251465
	Iteration 13Q: 3 clusters Score -642100.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -642104.250000 Penalty: 4257.251465
	Iteration 14Q: 3 clusters Score -642104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -642107.500000 Penalty: 4257.251465
	Iteration 15Q: 3 clusters Score -642107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -642111.000000 Penalty: 4257.251465
	Iteration 16Q: 3 clusters Score -642111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -642111.687500 Penalty: 4257.251465
	Iteration 17Q: 3 clusters Score -642111.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -642113.500000 Penalty: 4257.251465
	Iteration 18Q: 3 clusters Score -642113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -642114.687500 Penalty: 4257.251465
	Iteration 19Q: 3 clusters Score -642114.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -642115.437500 Penalty: 4257.251465
	Iteration 20F: 3 clusters Score -642115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -642116.500000 Penalty: 4257.251465
	Iteration 21Q: 3 clusters Score -642116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -642116.937500 Penalty: 4257.251465
	Iteration 22Q: 3 clusters Score -642116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -642116.937500 Penalty: 4257.251465
	Iteration 23F: 3 clusters Score -642116.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Entering Unmasked Estep 
Score: -708731.375000 Penalty: 2146.147461
	Iteration 0F: 2 clusters Score -708731.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -703704.875000 Penalty: 4292.294922
	Iteration 0F: 3 clusters Score -703704.9 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -704993.375000 Penalty: 4292.294922
	Iteration 1F: 3 clusters Score -704993.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -705230.187500 Penalty: 4292.294922
	Iteration 2F: 3 clusters Score -705230.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -705423.500000 Penalty: 4292.294922
	Iteration 3F: 3 clusters Score -705423.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -705602.062500 Penalty: 4292.294922
	Iteration 4Q: 3 clusters Score -705602.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -705758.500000 Penalty: 4292.294922
	Iteration 5Q: 3 clusters Score -705758.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -705907.187500 Penalty: 4292.294922
	Iteration 6Q: 3 clusters Score -705907.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -706033.562500 Penalty: 4292.294922
	Iteration 7Q: 3 clusters Score -706033.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -706157.875000 Penalty: 4292.294922
	Iteration 8Q: 3 clusters Score -706157.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -706270.000000 Penalty: 4292.294922
	Iteration 9Q: 3 clusters Score -706270 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -706357.750000 Penalty: 4292.294922
	Iteration 10Q: 3 clusters Score -706357.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -706428.875000 Penalty: 4292.294922
	Iteration 11Q: 3 clusters Score -706428.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -706491.812500 Penalty: 4292.294922
	Iteration 12Q: 3 clusters Score -706491.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -706549.875000 Penalty: 4292.294922
	Iteration 13Q: 3 clusters Score -706549.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -706605.750000 Penalty: 4292.294922
	Iteration 14Q: 3 clusters Score -706605.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -706652.937500 Penalty: 4292.294922
	Iteration 15Q: 3 clusters Score -706652.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -706692.500000 Penalty: 4292.294922
	Iteration 16Q: 3 clusters Score -706692.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -706721.625000 Penalty: 4292.294922
	Iteration 17Q: 3 clusters Score -706721.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -706739.250000 Penalty: 4292.294922
	Iteration 18Q: 3 clusters Score -706739.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -706751.500000 Penalty: 4292.294922
	Iteration 19Q: 3 clusters Score -706751.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -706761.875000 Penalty: 4292.294922
	Iteration 20F: 3 clusters Score -706761.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -706769.250000 Penalty: 4292.294922
	Iteration 21Q: 3 clusters Score -706769.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -706776.250000 Penalty: 4292.294922
	Iteration 22Q: 3 clusters Score -706776.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -706780.000000 Penalty: 4292.294922
	Iteration 23Q: 3 clusters Score -706780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -706785.375000 Penalty: 4292.294922
	Iteration 24Q: 3 clusters Score -706785.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -706788.562500 Penalty: 4292.294922
	Iteration 25Q: 3 clusters Score -706788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -706791.250000 Penalty: 4292.294922
	Iteration 26Q: 3 clusters Score -706791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -706792.937500 Penalty: 4292.294922
	Iteration 27Q: 3 clusters Score -706792.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -706793.812500 Penalty: 4292.294922
	Iteration 28Q: 3 clusters Score -706793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -706795.375000 Penalty: 4292.294922
	Iteration 29Q: 3 clusters Score -706795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -706799.062500 Penalty: 4292.294922
	Iteration 30Q: 3 clusters Score -706799.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -706805.687500 Penalty: 4292.294922
	Iteration 31Q: 3 clusters Score -706805.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -706808.187500 Penalty: 4292.294922
	Iteration 32Q: 3 clusters Score -706808.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -706812.687500 Penalty: 4292.294922
	Iteration 33Q: 3 clusters Score -706812.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -706812.750000 Penalty: 4292.294922
	Iteration 34Q: 3 clusters Score -706812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -706815.375000 Penalty: 4292.294922
	Iteration 35Q: 3 clusters Score -706815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -706817.187500 Penalty: 4292.294922
	Iteration 36Q: 3 clusters Score -706817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -706818.312500 Penalty: 4292.294922
	Iteration 37Q: 3 clusters Score -706818.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -706819.500000 Penalty: 4292.294922
	Iteration 38Q: 3 clusters Score -706819.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -706820.125000 Penalty: 4292.294922
	Iteration 39Q: 3 clusters Score -706820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -706820.125000 Penalty: 4292.294922
	Iteration 40F: 3 clusters Score -706820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Entering Unmasked Estep 
Score: -693575.500000 Penalty: 2144.018066
	Iteration 0F: 2 clusters Score -693575.5 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 2876 members 
Entering Unmasked Estep 
Score: -688640.125000 Penalty: 4288.036133
	Iteration 0F: 3 clusters Score -688640.1 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -689914.937500 Penalty: 4288.036133
	Iteration 1F: 3 clusters Score -689914.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -690151.625000 Penalty: 4288.036133
	Iteration 2F: 3 clusters Score -690151.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -690333.187500 Penalty: 4288.036133
	Iteration 3Q: 3 clusters Score -690333.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -690466.437500 Penalty: 4288.036133
	Iteration 4Q: 3 clusters Score -690466.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -690590.562500 Penalty: 4288.036133
	Iteration 5Q: 3 clusters Score -690590.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -690715.312500 Penalty: 4288.036133
	Iteration 6Q: 3 clusters Score -690715.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -690827.687500 Penalty: 4288.036133
	Iteration 7Q: 3 clusters Score -690827.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -690921.125000 Penalty: 4288.036133
	Iteration 8Q: 3 clusters Score -690921.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -690978.500000 Penalty: 4288.036133
	Iteration 9Q: 3 clusters Score -690978.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -691022.875000 Penalty: 4288.036133
	Iteration 10Q: 3 clusters Score -691022.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -691062.062500 Penalty: 4288.036133
	Iteration 11Q: 3 clusters Score -691062.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -691089.687500 Penalty: 4288.036133
	Iteration 12Q: 3 clusters Score -691089.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -691112.500000 Penalty: 4288.036133
	Iteration 13Q: 3 clusters Score -691112.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -691129.875000 Penalty: 4288.036133
	Iteration 14Q: 3 clusters Score -691129.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -691142.937500 Penalty: 4288.036133
	Iteration 15Q: 3 clusters Score -691142.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -691149.812500 Penalty: 4288.036133
	Iteration 16Q: 3 clusters Score -691149.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -691156.437500 Penalty: 4288.036133
	Iteration 17Q: 3 clusters Score -691156.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -691163.312500 Penalty: 4288.036133
	Iteration 18Q: 3 clusters Score -691163.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -691169.375000 Penalty: 4288.036133
	Iteration 19Q: 3 clusters Score -691169.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -691176.187500 Penalty: 4288.036133
	Iteration 20F: 3 clusters Score -691176.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -691183.250000 Penalty: 4288.036133
	Iteration 21Q: 3 clusters Score -691183.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -691192.875000 Penalty: 4288.036133
	Iteration 22Q: 3 clusters Score -691192.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -691199.937500 Penalty: 4288.036133
	Iteration 23Q: 3 clusters Score -691199.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -691204.562500 Penalty: 4288.036133
	Iteration 24Q: 3 clusters Score -691204.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -691210.625000 Penalty: 4288.036133
	Iteration 25Q: 3 clusters Score -691210.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -691218.187500 Penalty: 4288.036133
	Iteration 26Q: 3 clusters Score -691218.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -691228.812500 Penalty: 4288.036133
	Iteration 27Q: 3 clusters Score -691228.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -691235.437500 Penalty: 4288.036133
	Iteration 28Q: 3 clusters Score -691235.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -691239.625000 Penalty: 4288.036133
	Iteration 29Q: 3 clusters Score -691239.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -691244.250000 Penalty: 4288.036133
	Iteration 30Q: 3 clusters Score -691244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -691248.812500 Penalty: 4288.036133
	Iteration 31Q: 3 clusters Score -691248.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -691254.500000 Penalty: 4288.036133
	Iteration 32Q: 3 clusters Score -691254.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -691257.437500 Penalty: 4288.036133
	Iteration 33Q: 3 clusters Score -691257.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -691263.875000 Penalty: 4288.036133
	Iteration 34Q: 3 clusters Score -691263.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -691266.312500 Penalty: 4288.036133
	Iteration 35Q: 3 clusters Score -691266.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -691266.125000 Penalty: 4288.036133
	Iteration 36Q: 3 clusters Score -691266.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -691267.062500 Penalty: 4288.036133
	Iteration 37Q: 3 clusters Score -691267.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -691269.625000 Penalty: 4288.036133
	Iteration 38Q: 3 clusters Score -691269.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -691272.062500 Penalty: 4288.036133
	Iteration 39Q: 3 clusters Score -691272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -691274.375000 Penalty: 4288.036133
	Iteration 40F: 3 clusters Score -691274.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -691278.375000 Penalty: 4288.036133
	Iteration 41Q: 3 clusters Score -691278.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -691281.875000 Penalty: 4288.036133
	Iteration 42Q: 3 clusters Score -691281.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -691284.062500 Penalty: 4288.036133
	Iteration 43Q: 3 clusters Score -691284.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -691288.250000 Penalty: 4288.036133
	Iteration 44Q: 3 clusters Score -691288.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -691288.187500 Penalty: 4288.036133
	Iteration 45Q: 3 clusters Score -691288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -691288.750000 Penalty: 4288.036133
	Iteration 46Q: 3 clusters Score -691288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -691292.125000 Penalty: 4288.036133
	Iteration 47Q: 3 clusters Score -691292.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -691294.062500 Penalty: 4288.036133
	Iteration 48Q: 3 clusters Score -691294.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -691296.000000 Penalty: 4288.036133
	Iteration 49Q: 3 clusters Score -691296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -691297.187500 Penalty: 4288.036133
	Iteration 50Q: 3 clusters Score -691297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -691299.375000 Penalty: 4288.036133
	Iteration 51Q: 3 clusters Score -691299.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -691302.000000 Penalty: 4288.036133
	Iteration 52Q: 3 clusters Score -691302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -691303.875000 Penalty: 4288.036133
	Iteration 53Q: 3 clusters Score -691303.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -691305.500000 Penalty: 4288.036133
	Iteration 54Q: 3 clusters Score -691305.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -691309.250000 Penalty: 4288.036133
	Iteration 55Q: 3 clusters Score -691309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -691311.250000 Penalty: 4288.036133
	Iteration 56Q: 3 clusters Score -691311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -691314.500000 Penalty: 4288.036133
	Iteration 57Q: 3 clusters Score -691314.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -691315.625000 Penalty: 4288.036133
	Iteration 58Q: 3 clusters Score -691315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -691316.375000 Penalty: 4288.036133
	Iteration 59Q: 3 clusters Score -691316.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -691317.562500 Penalty: 4288.036133
	Iteration 60F: 3 clusters Score -691317.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -691318.125000 Penalty: 4288.036133
	Iteration 61Q: 3 clusters Score -691318.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -691319.562500 Penalty: 4288.036133
	Iteration 62Q: 3 clusters Score -691319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -691320.187500 Penalty: 4288.036133
	Iteration 63Q: 3 clusters Score -691320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -691319.750000 Penalty: 4288.036133
	Iteration 64Q: 3 clusters Score -691319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -691320.000000 Penalty: 4288.036133
	Iteration 65Q: 3 clusters Score -691320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -691320.125000 Penalty: 4288.036133
	Iteration 66Q: 3 clusters Score -691320.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -691322.875000 Penalty: 4288.036133
	Iteration 67Q: 3 clusters Score -691322.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -691325.000000 Penalty: 4288.036133
	Iteration 68Q: 3 clusters Score -691325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -691326.625000 Penalty: 4288.036133
	Iteration 69Q: 3 clusters Score -691326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -691330.312500 Penalty: 4288.036133
	Iteration 70Q: 3 clusters Score -691330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -691332.875000 Penalty: 4288.036133
	Iteration 71Q: 3 clusters Score -691332.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -691334.562500 Penalty: 4288.036133
	Iteration 72Q: 3 clusters Score -691334.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -691335.625000 Penalty: 4288.036133
	Iteration 73Q: 3 clusters Score -691335.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -691339.750000 Penalty: 4288.036133
	Iteration 74Q: 3 clusters Score -691339.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -691342.562500 Penalty: 4288.036133
	Iteration 75Q: 3 clusters Score -691342.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -691349.000000 Penalty: 4288.036133
	Iteration 76Q: 3 clusters Score -691349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -691354.187500 Penalty: 4288.036133
	Iteration 77Q: 3 clusters Score -691354.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -691363.312500 Penalty: 4288.036133
	Iteration 78Q: 3 clusters Score -691363.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -691372.625000 Penalty: 4288.036133
	Iteration 79Q: 3 clusters Score -691372.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -691385.937500 Penalty: 4288.036133
	Iteration 80F: 3 clusters Score -691385.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -691397.875000 Penalty: 4288.036133
	Iteration 81Q: 3 clusters Score -691397.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -691406.062500 Penalty: 4288.036133
	Iteration 82Q: 3 clusters Score -691406.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -691411.375000 Penalty: 4288.036133
	Iteration 83Q: 3 clusters Score -691411.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -691417.062500 Penalty: 4288.036133
	Iteration 84Q: 3 clusters Score -691417.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -691422.125000 Penalty: 4288.036133
	Iteration 85Q: 3 clusters Score -691422.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -691430.687500 Penalty: 4288.036133
	Iteration 86Q: 3 clusters Score -691430.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -691440.812500 Penalty: 4288.036133
	Iteration 87Q: 3 clusters Score -691440.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -691448.250000 Penalty: 4288.036133
	Iteration 88Q: 3 clusters Score -691448.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -691455.375000 Penalty: 4288.036133
	Iteration 89Q: 3 clusters Score -691455.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -691459.375000 Penalty: 4288.036133
	Iteration 90Q: 3 clusters Score -691459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -691461.687500 Penalty: 4288.036133
	Iteration 91Q: 3 clusters Score -691461.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -691464.125000 Penalty: 4288.036133
	Iteration 92Q: 3 clusters Score -691464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -691465.312500 Penalty: 4288.036133
	Iteration 93Q: 3 clusters Score -691465.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -691468.687500 Penalty: 4288.036133
	Iteration 94Q: 3 clusters Score -691468.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -691472.625000 Penalty: 4288.036133
	Iteration 95Q: 3 clusters Score -691472.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -691475.812500 Penalty: 4288.036133
	Iteration 96Q: 3 clusters Score -691475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -691477.500000 Penalty: 4288.036133
	Iteration 97Q: 3 clusters Score -691477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -691480.000000 Penalty: 4288.036133
	Iteration 98Q: 3 clusters Score -691480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -691481.125000 Penalty: 4288.036133
	Iteration 99Q: 3 clusters Score -691481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -691483.875000 Penalty: 4288.036133
	Iteration 100F: 3 clusters Score -691483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -691488.250000 Penalty: 4288.036133
	Iteration 101Q: 3 clusters Score -691488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -691491.500000 Penalty: 4288.036133
	Iteration 102Q: 3 clusters Score -691491.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -691493.750000 Penalty: 4288.036133
	Iteration 103Q: 3 clusters Score -691493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -691492.937500 Penalty: 4288.036133
	Iteration 104Q: 3 clusters Score -691492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -691494.312500 Penalty: 4288.036133
	Iteration 105Q: 3 clusters Score -691494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -691493.687500 Penalty: 4288.036133
	Iteration 106Q: 3 clusters Score -691493.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -691494.000000 Penalty: 4288.036133
	Iteration 107Q: 3 clusters Score -691494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -691493.500000 Penalty: 4288.036133
	Iteration 108Q: 3 clusters Score -691493.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -691495.937500 Penalty: 4288.036133
	Iteration 109Q: 3 clusters Score -691495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -691496.750000 Penalty: 4288.036133
	Iteration 110Q: 3 clusters Score -691496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -691497.187500 Penalty: 4288.036133
	Iteration 111Q: 3 clusters Score -691497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -691499.937500 Penalty: 4288.036133
	Iteration 112Q: 3 clusters Score -691499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -691501.125000 Penalty: 4288.036133
	Iteration 113Q: 3 clusters Score -691501.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -691502.000000 Penalty: 4288.036133
	Iteration 114Q: 3 clusters Score -691502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -691506.375000 Penalty: 4288.036133
	Iteration 115Q: 3 clusters Score -691506.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -691507.125000 Penalty: 4288.036133
	Iteration 116Q: 3 clusters Score -691507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -691508.062500 Penalty: 4288.036133
	Iteration 117Q: 3 clusters Score -691508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -691507.625000 Penalty: 4288.036133
	Iteration 118Q: 3 clusters Score -691507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -691511.125000 Penalty: 4288.036133
	Iteration 119Q: 3 clusters Score -691511.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -691512.187500 Penalty: 4288.036133
	Iteration 120F: 3 clusters Score -691512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -691511.937500 Penalty: 4288.036133
	Iteration 121Q: 3 clusters Score -691511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -691511.937500 Penalty: 4288.036133
	Iteration 122F: 3 clusters Score -691511.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Entering Unmasked Estep 
Score: -1006562.125000 Penalty: 2297.348633
	Iteration 0F: 2 clusters Score -1006562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -998452.562500 Penalty: 4594.697266
	Iteration 0F: 3 clusters Score -998452.6 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1001039.062500 Penalty: 4594.697266
	Iteration 1F: 3 clusters Score -1001039 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1001505.687500 Penalty: 4594.697266
	Iteration 2F: 3 clusters Score -1001506 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1001891.187500 Penalty: 4594.697266
	Iteration 3F: 3 clusters Score -1001891 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1002212.312500 Penalty: 4594.697266
	Iteration 4F: 3 clusters Score -1002212 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1002521.187500 Penalty: 4594.697266
	Iteration 5Q: 3 clusters Score -1002521 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1002872.125000 Penalty: 4594.697266
	Iteration 6Q: 3 clusters Score -1002872 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1003209.250000 Penalty: 4594.697266
	Iteration 7Q: 3 clusters Score -1003209 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1003531.812500 Penalty: 4594.697266
	Iteration 8Q: 3 clusters Score -1003532 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1003805.625000 Penalty: 4594.697266
	Iteration 9Q: 3 clusters Score -1003806 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1004014.687500 Penalty: 4594.697266
	Iteration 10Q: 3 clusters Score -1004015 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1004190.125000 Penalty: 4594.697266
	Iteration 11Q: 3 clusters Score -1004190 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1004318.000000 Penalty: 4594.697266
	Iteration 12Q: 3 clusters Score -1004318 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1004414.000000 Penalty: 4594.697266
	Iteration 13Q: 3 clusters Score -1004414 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1004497.062500 Penalty: 4594.697266
	Iteration 14Q: 3 clusters Score -1004497 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1004561.750000 Penalty: 4594.697266
	Iteration 15Q: 3 clusters Score -1004562 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1004608.000000 Penalty: 4594.697266
	Iteration 16Q: 3 clusters Score -1004608 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1004649.187500 Penalty: 4594.697266
	Iteration 17Q: 3 clusters Score -1004649 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1004701.250000 Penalty: 4594.697266
	Iteration 18Q: 3 clusters Score -1004701 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1004746.875000 Penalty: 4594.697266
	Iteration 19Q: 3 clusters Score -1004747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1004786.500000 Penalty: 4594.697266
	Iteration 20F: 3 clusters Score -1004786 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1004818.750000 Penalty: 4594.697266
	Iteration 21Q: 3 clusters Score -1004819 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1004850.937500 Penalty: 4594.697266
	Iteration 22Q: 3 clusters Score -1004851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1004875.687500 Penalty: 4594.697266
	Iteration 23Q: 3 clusters Score -1004876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1004898.812500 Penalty: 4594.697266
	Iteration 24Q: 3 clusters Score -1004899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1004921.500000 Penalty: 4594.697266
	Iteration 25Q: 3 clusters Score -1004922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1004945.562500 Penalty: 4594.697266
	Iteration 26Q: 3 clusters Score -1004946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1004971.125000 Penalty: 4594.697266
	Iteration 27Q: 3 clusters Score -1004971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1004998.312500 Penalty: 4594.697266
	Iteration 28Q: 3 clusters Score -1004998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1005025.250000 Penalty: 4594.697266
	Iteration 29Q: 3 clusters Score -1005025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1005055.687500 Penalty: 4594.697266
	Iteration 30Q: 3 clusters Score -1005056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1005080.875000 Penalty: 4594.697266
	Iteration 31Q: 3 clusters Score -1005081 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1005107.312500 Penalty: 4594.697266
	Iteration 32Q: 3 clusters Score -1005107 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1005126.812500 Penalty: 4594.697266
	Iteration 33Q: 3 clusters Score -1005127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1005145.375000 Penalty: 4594.697266
	Iteration 34Q: 3 clusters Score -1005145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1005156.437500 Penalty: 4594.697266
	Iteration 35Q: 3 clusters Score -1005156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1005169.187500 Penalty: 4594.697266
	Iteration 36Q: 3 clusters Score -1005169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1005180.625000 Penalty: 4594.697266
	Iteration 37Q: 3 clusters Score -1005181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1005194.437500 Penalty: 4594.697266
	Iteration 38Q: 3 clusters Score -1005194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1005204.437500 Penalty: 4594.697266
	Iteration 39Q: 3 clusters Score -1005204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1005217.437500 Penalty: 4594.697266
	Iteration 40F: 3 clusters Score -1005217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1005226.625000 Penalty: 4594.697266
	Iteration 41Q: 3 clusters Score -1005227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1005232.125000 Penalty: 4594.697266
	Iteration 42Q: 3 clusters Score -1005232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1005246.187500 Penalty: 4594.697266
	Iteration 43Q: 3 clusters Score -1005246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1005251.437500 Penalty: 4594.697266
	Iteration 44Q: 3 clusters Score -1005251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1005255.937500 Penalty: 4594.697266
	Iteration 45Q: 3 clusters Score -1005256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1005255.937500 Penalty: 4594.697266
	Iteration 46Q: 3 clusters Score -1005256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1005263.125000 Penalty: 4594.697266
	Iteration 47Q: 3 clusters Score -1005263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1005267.500000 Penalty: 4594.697266
	Iteration 48Q: 3 clusters Score -1005268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1005275.437500 Penalty: 4594.697266
	Iteration 49Q: 3 clusters Score -1005275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1005279.812500 Penalty: 4594.697266
	Iteration 50Q: 3 clusters Score -1005280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1005287.437500 Penalty: 4594.697266
	Iteration 51Q: 3 clusters Score -1005287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1005291.500000 Penalty: 4594.697266
	Iteration 52Q: 3 clusters Score -1005292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1005298.750000 Penalty: 4594.697266
	Iteration 53Q: 3 clusters Score -1005299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1005305.062500 Penalty: 4594.697266
	Iteration 54Q: 3 clusters Score -1005305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1005305.687500 Penalty: 4594.697266
	Iteration 55Q: 3 clusters Score -1005306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1005305.375000 Penalty: 4594.697266
	Iteration 56Q: 3 clusters Score -1005305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1005310.250000 Penalty: 4594.697266
	Iteration 57Q: 3 clusters Score -1005310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1005309.625000 Penalty: 4594.697266
	Iteration 58Q: 3 clusters Score -1005310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1005310.437500 Penalty: 4594.697266
	Iteration 59Q: 3 clusters Score -1005310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1005311.500000 Penalty: 4594.697266
	Iteration 60F: 3 clusters Score -1005312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Entering Unmasked Estep 
Score: -1762634.625000 Penalty: 2403.346436
	Iteration 0F: 2 clusters Score -1762635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1750980.250000 Penalty: 4806.692871
	Iteration 0F: 3 clusters Score -1750980 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1754790.625000 Penalty: 4806.692871
	Iteration 1F: 3 clusters Score -1754791 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1755389.375000 Penalty: 4806.692871
	Iteration 2F: 3 clusters Score -1755389 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1756011.750000 Penalty: 4806.692871
	Iteration 3F: 3 clusters Score -1756012 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1756753.125000 Penalty: 4806.692871
	Iteration 4F: 3 clusters Score -1756753 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1757640.625000 Penalty: 4806.692871
	Iteration 5F: 3 clusters Score -1757641 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1758534.750000 Penalty: 4806.692871
	Iteration 6F: 3 clusters Score -1758535 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1759305.250000 Penalty: 4806.692871
	Iteration 7F: 3 clusters Score -1759305 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1759873.250000 Penalty: 4806.692871
	Iteration 8Q: 3 clusters Score -1759873 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1760228.125000 Penalty: 4806.692871
	Iteration 9Q: 3 clusters Score -1760228 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1760437.875000 Penalty: 4806.692871
	Iteration 10Q: 3 clusters Score -1760438 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1760590.125000 Penalty: 4806.692871
	Iteration 11Q: 3 clusters Score -1760590 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1760670.000000 Penalty: 4806.692871
	Iteration 12Q: 3 clusters Score -1760670 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1760748.250000 Penalty: 4806.692871
	Iteration 13Q: 3 clusters Score -1760748 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1760799.750000 Penalty: 4806.692871
	Iteration 14Q: 3 clusters Score -1760800 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1760849.500000 Penalty: 4806.692871
	Iteration 15Q: 3 clusters Score -1760850 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1760895.625000 Penalty: 4806.692871
	Iteration 16Q: 3 clusters Score -1760896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1760929.375000 Penalty: 4806.692871
	Iteration 17Q: 3 clusters Score -1760929 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1760950.250000 Penalty: 4806.692871
	Iteration 18Q: 3 clusters Score -1760950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1760966.875000 Penalty: 4806.692871
	Iteration 19Q: 3 clusters Score -1760967 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1760981.000000 Penalty: 4806.692871
	Iteration 20F: 3 clusters Score -1760981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1760994.125000 Penalty: 4806.692871
	Iteration 21Q: 3 clusters Score -1760994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1761003.375000 Penalty: 4806.692871
	Iteration 22Q: 3 clusters Score -1761003 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1761020.000000 Penalty: 4806.692871
	Iteration 23Q: 3 clusters Score -1761020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1761028.500000 Penalty: 4806.692871
	Iteration 24Q: 3 clusters Score -1761028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1761040.500000 Penalty: 4806.692871
	Iteration 25Q: 3 clusters Score -1761040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1761055.375000 Penalty: 4806.692871
	Iteration 26Q: 3 clusters Score -1761055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1761066.500000 Penalty: 4806.692871
	Iteration 27Q: 3 clusters Score -1761066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1761071.500000 Penalty: 4806.692871
	Iteration 28Q: 3 clusters Score -1761072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1761079.875000 Penalty: 4806.692871
	Iteration 29Q: 3 clusters Score -1761080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1761094.375000 Penalty: 4806.692871
	Iteration 30Q: 3 clusters Score -1761094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1761099.375000 Penalty: 4806.692871
	Iteration 31Q: 3 clusters Score -1761099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1761104.250000 Penalty: 4806.692871
	Iteration 32Q: 3 clusters Score -1761104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1761110.750000 Penalty: 4806.692871
	Iteration 33Q: 3 clusters Score -1761111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1761118.250000 Penalty: 4806.692871
	Iteration 34Q: 3 clusters Score -1761118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1761119.750000 Penalty: 4806.692871
	Iteration 35Q: 3 clusters Score -1761120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1761122.375000 Penalty: 4806.692871
	Iteration 36Q: 3 clusters Score -1761122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1761122.250000 Penalty: 4806.692871
	Iteration 37Q: 3 clusters Score -1761122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1761124.625000 Penalty: 4806.692871
	Iteration 38Q: 3 clusters Score -1761125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1761127.000000 Penalty: 4806.692871
	Iteration 39Q: 3 clusters Score -1761127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1761130.750000 Penalty: 4806.692871
	Iteration 40F: 3 clusters Score -1761131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1761130.875000 Penalty: 4806.692871
	Iteration 41Q: 3 clusters Score -1761131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1761129.625000 Penalty: 4806.692871
	Iteration 42Q: 3 clusters Score -1761130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1761130.625000 Penalty: 4806.692871
	Iteration 43Q: 3 clusters Score -1761131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1761130.625000 Penalty: 4806.692871
	Iteration 44F: 3 clusters Score -1761131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Entering Unmasked Estep 
Score: -1167471.500000 Penalty: 2306.897949
	Iteration 0F: 2 clusters Score -1167472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1159237.875000 Penalty: 4613.795898
	Iteration 0F: 3 clusters Score -1159238 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1161958.000000 Penalty: 4613.795898
	Iteration 1F: 3 clusters Score -1161958 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1162551.750000 Penalty: 4613.795898
	Iteration 2F: 3 clusters Score -1162552 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1163084.750000 Penalty: 4613.795898
	Iteration 3F: 3 clusters Score -1163085 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1163616.375000 Penalty: 4613.795898
	Iteration 4F: 3 clusters Score -1163616 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1164110.250000 Penalty: 4613.795898
	Iteration 5F: 3 clusters Score -1164110 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1164614.875000 Penalty: 4613.795898
	Iteration 6F: 3 clusters Score -1164615 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1165031.500000 Penalty: 4613.795898
	Iteration 7Q: 3 clusters Score -1165032 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1165375.250000 Penalty: 4613.795898
	Iteration 8Q: 3 clusters Score -1165375 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1165667.250000 Penalty: 4613.795898
	Iteration 9Q: 3 clusters Score -1165667 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1165935.625000 Penalty: 4613.795898
	Iteration 10Q: 3 clusters Score -1165936 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1166099.875000 Penalty: 4613.795898
	Iteration 11Q: 3 clusters Score -1166100 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1166200.125000 Penalty: 4613.795898
	Iteration 12Q: 3 clusters Score -1166200 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1166263.125000 Penalty: 4613.795898
	Iteration 13Q: 3 clusters Score -1166263 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1166296.375000 Penalty: 4613.795898
	Iteration 14Q: 3 clusters Score -1166296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1166317.375000 Penalty: 4613.795898
	Iteration 15Q: 3 clusters Score -1166317 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1166343.250000 Penalty: 4613.795898
	Iteration 16Q: 3 clusters Score -1166343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1166368.375000 Penalty: 4613.795898
	Iteration 17Q: 3 clusters Score -1166368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1166386.750000 Penalty: 4613.795898
	Iteration 18Q: 3 clusters Score -1166387 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1166404.375000 Penalty: 4613.795898
	Iteration 19Q: 3 clusters Score -1166404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1166414.000000 Penalty: 4613.795898
	Iteration 20F: 3 clusters Score -1166414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1166417.125000 Penalty: 4613.795898
	Iteration 21Q: 3 clusters Score -1166417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1166421.250000 Penalty: 4613.795898
	Iteration 22Q: 3 clusters Score -1166421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1166428.000000 Penalty: 4613.795898
	Iteration 23Q: 3 clusters Score -1166428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1166429.250000 Penalty: 4613.795898
	Iteration 24Q: 3 clusters Score -1166429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1166429.625000 Penalty: 4613.795898
	Iteration 25Q: 3 clusters Score -1166430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1166435.750000 Penalty: 4613.795898
	Iteration 26Q: 3 clusters Score -1166436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1166435.375000 Penalty: 4613.795898
	Iteration 27Q: 3 clusters Score -1166435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1166437.875000 Penalty: 4613.795898
	Iteration 28Q: 3 clusters Score -1166438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1166437.250000 Penalty: 4613.795898
	Iteration 29Q: 3 clusters Score -1166437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1166438.250000 Penalty: 4613.795898
	Iteration 30Q: 3 clusters Score -1166438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1166442.375000 Penalty: 4613.795898
	Iteration 31Q: 3 clusters Score -1166442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1166445.625000 Penalty: 4613.795898
	Iteration 32Q: 3 clusters Score -1166446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1166448.500000 Penalty: 4613.795898
	Iteration 33Q: 3 clusters Score -1166448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1166448.125000 Penalty: 4613.795898
	Iteration 34Q: 3 clusters Score -1166448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1166445.500000 Penalty: 4613.795898
	Iteration 35Q: 3 clusters Score -1166446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1166445.625000 Penalty: 4613.795898
	Iteration 36Q: 3 clusters Score -1166446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1166445.875000 Penalty: 4613.795898
	Iteration 37Q: 3 clusters Score -1166446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1166445.875000 Penalty: 4613.795898
	Iteration 38F: 3 clusters Score -1166446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Entering Unmasked Estep 
Score: -1408056.125000 Penalty: 2325.022705
	Iteration 0F: 2 clusters Score -1408056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1399268.625000 Penalty: 4650.045410
	Iteration 0F: 3 clusters Score -1399269 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1401892.625000 Penalty: 4650.045410
	Iteration 1F: 3 clusters Score -1401893 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1402309.375000 Penalty: 4650.045410
	Iteration 2F: 3 clusters Score -1402309 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1402702.500000 Penalty: 4650.045410
	Iteration 3F: 3 clusters Score -1402702 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1403092.875000 Penalty: 4650.045410
	Iteration 4F: 3 clusters Score -1403093 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1403478.750000 Penalty: 4650.045410
	Iteration 5F: 3 clusters Score -1403479 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1403830.000000 Penalty: 4650.045410
	Iteration 6Q: 3 clusters Score -1403830 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1404170.000000 Penalty: 4650.045410
	Iteration 7Q: 3 clusters Score -1404170 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1404494.000000 Penalty: 4650.045410
	Iteration 8Q: 3 clusters Score -1404494 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1404854.500000 Penalty: 4650.045410
	Iteration 9Q: 3 clusters Score -1404854 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1405218.000000 Penalty: 4650.045410
	Iteration 10Q: 3 clusters Score -1405218 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1405587.500000 Penalty: 4650.045410
	Iteration 11Q: 3 clusters Score -1405588 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1405956.125000 Penalty: 4650.045410
	Iteration 12Q: 3 clusters Score -1405956 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1406233.375000 Penalty: 4650.045410
	Iteration 13Q: 3 clusters Score -1406233 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1406401.500000 Penalty: 4650.045410
	Iteration 14Q: 3 clusters Score -1406402 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1406518.875000 Penalty: 4650.045410
	Iteration 15Q: 3 clusters Score -1406519 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1406581.125000 Penalty: 4650.045410
	Iteration 16Q: 3 clusters Score -1406581 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1406637.000000 Penalty: 4650.045410
	Iteration 17Q: 3 clusters Score -1406637 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1406670.500000 Penalty: 4650.045410
	Iteration 18Q: 3 clusters Score -1406670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1406700.500000 Penalty: 4650.045410
	Iteration 19Q: 3 clusters Score -1406700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1406720.750000 Penalty: 4650.045410
	Iteration 20F: 3 clusters Score -1406721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1406729.250000 Penalty: 4650.045410
	Iteration 21Q: 3 clusters Score -1406729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1406735.625000 Penalty: 4650.045410
	Iteration 22Q: 3 clusters Score -1406736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1406735.500000 Penalty: 4650.045410
	Iteration 23Q: 3 clusters Score -1406736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1406743.000000 Penalty: 4650.045410
	Iteration 24Q: 3 clusters Score -1406743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1406743.375000 Penalty: 4650.045410
	Iteration 25Q: 3 clusters Score -1406743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1406748.250000 Penalty: 4650.045410
	Iteration 26Q: 3 clusters Score -1406748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1406762.250000 Penalty: 4650.045410
	Iteration 27Q: 3 clusters Score -1406762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1406771.125000 Penalty: 4650.045410
	Iteration 28Q: 3 clusters Score -1406771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1406771.625000 Penalty: 4650.045410
	Iteration 29Q: 3 clusters Score -1406772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1406772.250000 Penalty: 4650.045410
	Iteration 30Q: 3 clusters Score -1406772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1406776.875000 Penalty: 4650.045410
	Iteration 31Q: 3 clusters Score -1406777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1406777.750000 Penalty: 4650.045410
	Iteration 32Q: 3 clusters Score -1406778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1406781.625000 Penalty: 4650.045410
	Iteration 33Q: 3 clusters Score -1406782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1406783.375000 Penalty: 4650.045410
	Iteration 34Q: 3 clusters Score -1406783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1406784.750000 Penalty: 4650.045410
	Iteration 35Q: 3 clusters Score -1406785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1406784.250000 Penalty: 4650.045410
	Iteration 36Q: 3 clusters Score -1406784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1406785.625000 Penalty: 4650.045410
	Iteration 37Q: 3 clusters Score -1406786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1406785.625000 Penalty: 4650.045410
	Iteration 38F: 3 clusters Score -1406786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Entering Unmasked Estep 
Score: -1551942.125000 Penalty: 2343.010498
	Iteration 0F: 2 clusters Score -1551942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1542589.125000 Penalty: 4686.020996
	Iteration 0F: 3 clusters Score -1542589 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1545415.875000 Penalty: 4686.020996
	Iteration 1F: 3 clusters Score -1545416 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1545768.500000 Penalty: 4686.020996
	Iteration 2F: 3 clusters Score -1545768 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1546042.500000 Penalty: 4686.020996
	Iteration 3F: 3 clusters Score -1546042 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1546289.375000 Penalty: 4686.020996
	Iteration 4Q: 3 clusters Score -1546289 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1546551.250000 Penalty: 4686.020996
	Iteration 5Q: 3 clusters Score -1546551 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1546812.000000 Penalty: 4686.020996
	Iteration 6Q: 3 clusters Score -1546812 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1547091.250000 Penalty: 4686.020996
	Iteration 7Q: 3 clusters Score -1547091 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1547386.750000 Penalty: 4686.020996
	Iteration 8Q: 3 clusters Score -1547387 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1547703.125000 Penalty: 4686.020996
	Iteration 9Q: 3 clusters Score -1547703 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1548006.375000 Penalty: 4686.020996
	Iteration 10Q: 3 clusters Score -1548006 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1548282.000000 Penalty: 4686.020996
	Iteration 11Q: 3 clusters Score -1548282 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1548525.000000 Penalty: 4686.020996
	Iteration 12Q: 3 clusters Score -1548525 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1548696.000000 Penalty: 4686.020996
	Iteration 13Q: 3 clusters Score -1548696 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1548833.000000 Penalty: 4686.020996
	Iteration 14Q: 3 clusters Score -1548833 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1548974.375000 Penalty: 4686.020996
	Iteration 15Q: 3 clusters Score -1548974 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1549102.500000 Penalty: 4686.020996
	Iteration 16Q: 3 clusters Score -1549102 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1549214.250000 Penalty: 4686.020996
	Iteration 17Q: 3 clusters Score -1549214 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1549310.875000 Penalty: 4686.020996
	Iteration 18Q: 3 clusters Score -1549311 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1549393.250000 Penalty: 4686.020996
	Iteration 19Q: 3 clusters Score -1549393 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1549463.375000 Penalty: 4686.020996
	Iteration 20F: 3 clusters Score -1549463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1549513.500000 Penalty: 4686.020996
	Iteration 21Q: 3 clusters Score -1549514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1549549.125000 Penalty: 4686.020996
	Iteration 22Q: 3 clusters Score -1549549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1549580.375000 Penalty: 4686.020996
	Iteration 23Q: 3 clusters Score -1549580 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1549614.750000 Penalty: 4686.020996
	Iteration 24Q: 3 clusters Score -1549615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1549640.375000 Penalty: 4686.020996
	Iteration 25Q: 3 clusters Score -1549640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1549662.875000 Penalty: 4686.020996
	Iteration 26Q: 3 clusters Score -1549663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1549677.500000 Penalty: 4686.020996
	Iteration 27Q: 3 clusters Score -1549678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1549702.250000 Penalty: 4686.020996
	Iteration 28Q: 3 clusters Score -1549702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1549731.500000 Penalty: 4686.020996
	Iteration 29Q: 3 clusters Score -1549732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1549751.875000 Penalty: 4686.020996
	Iteration 30Q: 3 clusters Score -1549752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1549767.875000 Penalty: 4686.020996
	Iteration 31Q: 3 clusters Score -1549768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1549783.000000 Penalty: 4686.020996
	Iteration 32Q: 3 clusters Score -1549783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1549802.375000 Penalty: 4686.020996
	Iteration 33Q: 3 clusters Score -1549802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1549819.750000 Penalty: 4686.020996
	Iteration 34Q: 3 clusters Score -1549820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1549833.500000 Penalty: 4686.020996
	Iteration 35Q: 3 clusters Score -1549834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1549844.125000 Penalty: 4686.020996
	Iteration 36Q: 3 clusters Score -1549844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1549848.375000 Penalty: 4686.020996
	Iteration 37Q: 3 clusters Score -1549848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1549851.625000 Penalty: 4686.020996
	Iteration 38Q: 3 clusters Score -1549852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1549862.750000 Penalty: 4686.020996
	Iteration 39Q: 3 clusters Score -1549863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1549866.250000 Penalty: 4686.020996
	Iteration 40F: 3 clusters Score -1549866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1549881.500000 Penalty: 4686.020996
	Iteration 41Q: 3 clusters Score -1549882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1549889.875000 Penalty: 4686.020996
	Iteration 42Q: 3 clusters Score -1549890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1549893.375000 Penalty: 4686.020996
	Iteration 43Q: 3 clusters Score -1549893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1549901.750000 Penalty: 4686.020996
	Iteration 44Q: 3 clusters Score -1549902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1549902.625000 Penalty: 4686.020996
	Iteration 45Q: 3 clusters Score -1549903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1549906.375000 Penalty: 4686.020996
	Iteration 46Q: 3 clusters Score -1549906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1549907.000000 Penalty: 4686.020996
	Iteration 47Q: 3 clusters Score -1549907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1549909.125000 Penalty: 4686.020996
	Iteration 48Q: 3 clusters Score -1549909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1549910.000000 Penalty: 4686.020996
	Iteration 49Q: 3 clusters Score -1549910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1549910.000000 Penalty: 4686.020996
	Iteration 50F: 3 clusters Score -1549910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Entering Unmasked Estep 
Score: -4094413.500000 Penalty: 2614.335693
	Iteration 0F: 2 clusters Score -4094414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4068772.250000 Penalty: 5228.671387
	Iteration 0F: 3 clusters Score -4068772 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4079337.250000 Penalty: 5228.671387
	Iteration 1F: 3 clusters Score -4079337 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4080926.250000 Penalty: 5228.671387
	Iteration 2F: 3 clusters Score -4080926 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -4082565.250000 Penalty: 5228.671387
	Iteration 3F: 3 clusters Score -4082565 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4084004.000000 Penalty: 5228.671387
	Iteration 4F: 3 clusters Score -4084004 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -4085148.750000 Penalty: 5228.671387
	Iteration 5F: 3 clusters Score -4085149 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4086022.250000 Penalty: 5228.671387
	Iteration 6Q: 3 clusters Score -4086022 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -4086732.000000 Penalty: 5228.671387
	Iteration 7Q: 3 clusters Score -4086732 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4087310.000000 Penalty: 5228.671387
	Iteration 8Q: 3 clusters Score -4087310 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4087756.500000 Penalty: 5228.671387
	Iteration 9Q: 3 clusters Score -4087756 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -4088151.250000 Penalty: 5228.671387
	Iteration 10Q: 3 clusters Score -4088151 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -4088450.250000 Penalty: 5228.671387
	Iteration 11Q: 3 clusters Score -4088450 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4088696.000000 Penalty: 5228.671387
	Iteration 12Q: 3 clusters Score -4088696 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -4088924.750000 Penalty: 5228.671387
	Iteration 13Q: 3 clusters Score -4088925 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -4089114.250000 Penalty: 5228.671387
	Iteration 14Q: 3 clusters Score -4089114 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4089294.250000 Penalty: 5228.671387
	Iteration 15Q: 3 clusters Score -4089294 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -4089440.750000 Penalty: 5228.671387
	Iteration 16Q: 3 clusters Score -4089441 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -4089593.250000 Penalty: 5228.671387
	Iteration 17Q: 3 clusters Score -4089593 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -4089738.500000 Penalty: 5228.671387
	Iteration 18Q: 3 clusters Score -4089738 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4089871.500000 Penalty: 5228.671387
	Iteration 19Q: 3 clusters Score -4089872 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -4089995.250000 Penalty: 5228.671387
	Iteration 20F: 3 clusters Score -4089995 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4090120.000000 Penalty: 5228.671387
	Iteration 21Q: 3 clusters Score -4090120 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -4090246.250000 Penalty: 5228.671387
	Iteration 22Q: 3 clusters Score -4090246 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4090384.250000 Penalty: 5228.671387
	Iteration 23Q: 3 clusters Score -4090384 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -4090529.750000 Penalty: 5228.671387
	Iteration 24Q: 3 clusters Score -4090530 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -4090660.000000 Penalty: 5228.671387
	Iteration 25Q: 3 clusters Score -4090660 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4090796.500000 Penalty: 5228.671387
	Iteration 26Q: 3 clusters Score -4090796 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4090938.500000 Penalty: 5228.671387
	Iteration 27Q: 3 clusters Score -4090938 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4091027.250000 Penalty: 5228.671387
	Iteration 28Q: 3 clusters Score -4091027 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4091112.250000 Penalty: 5228.671387
	Iteration 29Q: 3 clusters Score -4091112 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -4091238.250000 Penalty: 5228.671387
	Iteration 30Q: 3 clusters Score -4091238 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -4091354.750000 Penalty: 5228.671387
	Iteration 31Q: 3 clusters Score -4091355 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4091504.500000 Penalty: 5228.671387
	Iteration 32Q: 3 clusters Score -4091504 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4091654.500000 Penalty: 5228.671387
	Iteration 33Q: 3 clusters Score -4091654 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -4091776.500000 Penalty: 5228.671387
	Iteration 34Q: 3 clusters Score -4091776 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4091889.500000 Penalty: 5228.671387
	Iteration 35Q: 3 clusters Score -4091890 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4092002.250000 Penalty: 5228.671387
	Iteration 36Q: 3 clusters Score -4092002 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -4092097.750000 Penalty: 5228.671387
	Iteration 37Q: 3 clusters Score -4092098 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -4092188.250000 Penalty: 5228.671387
	Iteration 38Q: 3 clusters Score -4092188 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -4092281.500000 Penalty: 5228.671387
	Iteration 39Q: 3 clusters Score -4092282 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4092349.500000 Penalty: 5228.671387
	Iteration 40F: 3 clusters Score -4092350 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -4092393.500000 Penalty: 5228.671387
	Iteration 41Q: 3 clusters Score -4092394 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4092470.250000 Penalty: 5228.671387
	Iteration 42Q: 3 clusters Score -4092470 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4092510.250000 Penalty: 5228.671387
	Iteration 43Q: 3 clusters Score -4092510 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4092547.500000 Penalty: 5228.671387
	Iteration 44Q: 3 clusters Score -4092548 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -4092600.750000 Penalty: 5228.671387
	Iteration 45Q: 3 clusters Score -4092601 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4092629.750000 Penalty: 5228.671387
	Iteration 46Q: 3 clusters Score -4092630 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4092674.000000 Penalty: 5228.671387
	Iteration 47Q: 3 clusters Score -4092674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -4092704.250000 Penalty: 5228.671387
	Iteration 48Q: 3 clusters Score -4092704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4092715.500000 Penalty: 5228.671387
	Iteration 49Q: 3 clusters Score -4092716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4092739.750000 Penalty: 5228.671387
	Iteration 50Q: 3 clusters Score -4092740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -4092756.000000 Penalty: 5228.671387
	Iteration 51Q: 3 clusters Score -4092756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4092772.500000 Penalty: 5228.671387
	Iteration 52Q: 3 clusters Score -4092772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -4092795.500000 Penalty: 5228.671387
	Iteration 53Q: 3 clusters Score -4092796 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4092817.000000 Penalty: 5228.671387
	Iteration 54Q: 3 clusters Score -4092817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4092824.750000 Penalty: 5228.671387
	Iteration 55Q: 3 clusters Score -4092825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -4092822.750000 Penalty: 5228.671387
	Iteration 56Q: 3 clusters Score -4092823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4092823.500000 Penalty: 5228.671387
	Iteration 57Q: 3 clusters Score -4092824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4092828.250000 Penalty: 5228.671387
	Iteration 58Q: 3 clusters Score -4092828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4092846.250000 Penalty: 5228.671387
	Iteration 59Q: 3 clusters Score -4092846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4092857.750000 Penalty: 5228.671387
	Iteration 60F: 3 clusters Score -4092858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -4092855.250000 Penalty: 5228.671387
	Iteration 61Q: 3 clusters Score -4092855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4092860.500000 Penalty: 5228.671387
	Iteration 62Q: 3 clusters Score -4092860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -4092872.750000 Penalty: 5228.671387
	Iteration 63Q: 3 clusters Score -4092873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -4092869.750000 Penalty: 5228.671387
	Iteration 64Q: 3 clusters Score -4092870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4092870.250000 Penalty: 5228.671387
	Iteration 65Q: 3 clusters Score -4092870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4092876.250000 Penalty: 5228.671387
	Iteration 66Q: 3 clusters Score -4092876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4092874.750000 Penalty: 5228.671387
	Iteration 67Q: 3 clusters Score -4092875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4092875.500000 Penalty: 5228.671387
	Iteration 68Q: 3 clusters Score -4092876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4092878.000000 Penalty: 5228.671387
	Iteration 69Q: 3 clusters Score -4092878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -4092879.250000 Penalty: 5228.671387
	Iteration 70Q: 3 clusters Score -4092879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4092878.250000 Penalty: 5228.671387
	Iteration 71Q: 3 clusters Score -4092878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -4092879.750000 Penalty: 5228.671387
	Iteration 72Q: 3 clusters Score -4092880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4092879.250000 Penalty: 5228.671387
	Iteration 73Q: 3 clusters Score -4092879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -4092878.500000 Penalty: 5228.671387
	Iteration 74Q: 3 clusters Score -4092878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -4092881.750000 Penalty: 5228.671387
	Iteration 75Q: 3 clusters Score -4092882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4092877.250000 Penalty: 5228.671387
	Iteration 76Q: 3 clusters Score -4092877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -4092879.000000 Penalty: 5228.671387
	Iteration 77Q: 3 clusters Score -4092879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -4092879.750000 Penalty: 5228.671387
	Iteration 78Q: 3 clusters Score -4092880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4092880.500000 Penalty: 5228.671387
	Iteration 79Q: 3 clusters Score -4092880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -4092884.750000 Penalty: 5228.671387
	Iteration 80F: 3 clusters Score -4092885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4092888.250000 Penalty: 5228.671387
	Iteration 81Q: 3 clusters Score -4092888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -4092891.500000 Penalty: 5228.671387
	Iteration 82Q: 3 clusters Score -4092892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -4092893.250000 Penalty: 5228.671387
	Iteration 83Q: 3 clusters Score -4092893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4092895.750000 Penalty: 5228.671387
	Iteration 84Q: 3 clusters Score -4092896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4092896.000000 Penalty: 5228.671387
	Iteration 85Q: 3 clusters Score -4092896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4092902.250000 Penalty: 5228.671387
	Iteration 86Q: 3 clusters Score -4092902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4092904.000000 Penalty: 5228.671387
	Iteration 87Q: 3 clusters Score -4092904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4092906.500000 Penalty: 5228.671387
	Iteration 88Q: 3 clusters Score -4092906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4092908.250000 Penalty: 5228.671387
	Iteration 89Q: 3 clusters Score -4092908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4092909.000000 Penalty: 5228.671387
	Iteration 90Q: 3 clusters Score -4092909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4092907.000000 Penalty: 5228.671387
	Iteration 91Q: 3 clusters Score -4092907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4092906.000000 Penalty: 5228.671387
	Iteration 92Q: 3 clusters Score -4092906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -4092905.000000 Penalty: 5228.671387
	Iteration 93Q: 3 clusters Score -4092905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4092903.500000 Penalty: 5228.671387
	Iteration 94Q: 3 clusters Score -4092904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4092911.250000 Penalty: 5228.671387
	Iteration 95Q: 3 clusters Score -4092911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4092915.500000 Penalty: 5228.671387
	Iteration 96Q: 3 clusters Score -4092916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -4092916.750000 Penalty: 5228.671387
	Iteration 97Q: 3 clusters Score -4092917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -4092919.750000 Penalty: 5228.671387
	Iteration 98Q: 3 clusters Score -4092920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4092924.750000 Penalty: 5228.671387
	Iteration 99Q: 3 clusters Score -4092925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4092926.750000 Penalty: 5228.671387
	Iteration 100F: 3 clusters Score -4092927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4092928.500000 Penalty: 5228.671387
	Iteration 101Q: 3 clusters Score -4092928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -4092937.000000 Penalty: 5228.671387
	Iteration 102Q: 3 clusters Score -4092937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4092936.250000 Penalty: 5228.671387
	Iteration 103Q: 3 clusters Score -4092936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4092935.250000 Penalty: 5228.671387
	Iteration 104Q: 3 clusters Score -4092935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4092935.750000 Penalty: 5228.671387
	Iteration 105Q: 3 clusters Score -4092936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4092941.000000 Penalty: 5228.671387
	Iteration 106Q: 3 clusters Score -4092941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4092939.250000 Penalty: 5228.671387
	Iteration 107Q: 3 clusters Score -4092939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4092942.000000 Penalty: 5228.671387
	Iteration 108Q: 3 clusters Score -4092942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4092940.250000 Penalty: 5228.671387
	Iteration 109Q: 3 clusters Score -4092940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4092944.000000 Penalty: 5228.671387
	Iteration 110Q: 3 clusters Score -4092944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -4092945.000000 Penalty: 5228.671387
	Iteration 111Q: 3 clusters Score -4092945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4092942.250000 Penalty: 5228.671387
	Iteration 112Q: 3 clusters Score -4092942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -4092942.500000 Penalty: 5228.671387
	Iteration 113Q: 3 clusters Score -4092942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4092941.750000 Penalty: 5228.671387
	Iteration 114Q: 3 clusters Score -4092942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4092940.750000 Penalty: 5228.671387
	Iteration 115Q: 3 clusters Score -4092941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4092940.750000 Penalty: 5228.671387
	Iteration 116Q: 3 clusters Score -4092941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4092942.500000 Penalty: 5228.671387
	Iteration 117Q: 3 clusters Score -4092942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4092941.000000 Penalty: 5228.671387
	Iteration 118Q: 3 clusters Score -4092941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -4092941.000000 Penalty: 5228.671387
	Iteration 119F: 3 clusters Score -4092941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -783627.687500 Penalty: 2178.737793
	Iteration 0F: 2 clusters Score -783627.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -778148.875000 Penalty: 4357.475586
	Iteration 0F: 3 clusters Score -778148.9 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -779632.875000 Penalty: 4357.475586
	Iteration 1F: 3 clusters Score -779632.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -780098.625000 Penalty: 4357.475586
	Iteration 2F: 3 clusters Score -780098.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -780554.437500 Penalty: 4357.475586
	Iteration 3F: 3 clusters Score -780554.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -780967.187500 Penalty: 4357.475586
	Iteration 4F: 3 clusters Score -780967.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -781304.125000 Penalty: 4357.475586
	Iteration 5F: 3 clusters Score -781304.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -781555.187500 Penalty: 4357.475586
	Iteration 6Q: 3 clusters Score -781555.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -781753.937500 Penalty: 4357.475586
	Iteration 7Q: 3 clusters Score -781753.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -781873.250000 Penalty: 4357.475586
	Iteration 8Q: 3 clusters Score -781873.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -781954.000000 Penalty: 4357.475586
	Iteration 9Q: 3 clusters Score -781954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -782000.062500 Penalty: 4357.475586
	Iteration 10Q: 3 clusters Score -782000.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -782021.500000 Penalty: 4357.475586
	Iteration 11Q: 3 clusters Score -782021.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -782036.875000 Penalty: 4357.475586
	Iteration 12Q: 3 clusters Score -782036.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -782050.250000 Penalty: 4357.475586
	Iteration 13Q: 3 clusters Score -782050.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -782061.687500 Penalty: 4357.475586
	Iteration 14Q: 3 clusters Score -782061.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -782069.187500 Penalty: 4357.475586
	Iteration 15Q: 3 clusters Score -782069.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -782071.312500 Penalty: 4357.475586
	Iteration 16Q: 3 clusters Score -782071.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -782070.625000 Penalty: 4357.475586
	Iteration 17Q: 3 clusters Score -782070.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -782073.250000 Penalty: 4357.475586
	Iteration 18Q: 3 clusters Score -782073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -782075.562500 Penalty: 4357.475586
	Iteration 19Q: 3 clusters Score -782075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -782075.312500 Penalty: 4357.475586
	Iteration 20F: 3 clusters Score -782075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -782075.375000 Penalty: 4357.475586
	Iteration 21Q: 3 clusters Score -782075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -782077.625000 Penalty: 4357.475586
	Iteration 22Q: 3 clusters Score -782077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -782077.250000 Penalty: 4357.475586
	Iteration 23Q: 3 clusters Score -782077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -782078.562500 Penalty: 4357.475586
	Iteration 24Q: 3 clusters Score -782078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -782080.687500 Penalty: 4357.475586
	Iteration 25Q: 3 clusters Score -782080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -782081.875000 Penalty: 4357.475586
	Iteration 26Q: 3 clusters Score -782081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -782081.625000 Penalty: 4357.475586
	Iteration 27Q: 3 clusters Score -782081.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -782083.062500 Penalty: 4357.475586
	Iteration 28Q: 3 clusters Score -782083.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -782084.750000 Penalty: 4357.475586
	Iteration 29Q: 3 clusters Score -782084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -782086.687500 Penalty: 4357.475586
	Iteration 30Q: 3 clusters Score -782086.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -782091.062500 Penalty: 4357.475586
	Iteration 31Q: 3 clusters Score -782091.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -782093.937500 Penalty: 4357.475586
	Iteration 32Q: 3 clusters Score -782093.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -782094.125000 Penalty: 4357.475586
	Iteration 33Q: 3 clusters Score -782094.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -782097.937500 Penalty: 4357.475586
	Iteration 34Q: 3 clusters Score -782097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -782100.125000 Penalty: 4357.475586
	Iteration 35Q: 3 clusters Score -782100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -782102.750000 Penalty: 4357.475586
	Iteration 36Q: 3 clusters Score -782102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -782103.437500 Penalty: 4357.475586
	Iteration 37Q: 3 clusters Score -782103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -782106.000000 Penalty: 4357.475586
	Iteration 38Q: 3 clusters Score -782106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -782106.750000 Penalty: 4357.475586
	Iteration 39Q: 3 clusters Score -782106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -782106.375000 Penalty: 4357.475586
	Iteration 40F: 3 clusters Score -782106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -782109.312500 Penalty: 4357.475586
	Iteration 41Q: 3 clusters Score -782109.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -782111.062500 Penalty: 4357.475586
	Iteration 42Q: 3 clusters Score -782111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -782110.187500 Penalty: 4357.475586
	Iteration 43Q: 3 clusters Score -782110.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -782114.437500 Penalty: 4357.475586
	Iteration 44Q: 3 clusters Score -782114.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -782115.875000 Penalty: 4357.475586
	Iteration 45Q: 3 clusters Score -782115.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -782116.812500 Penalty: 4357.475586
	Iteration 46Q: 3 clusters Score -782116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -782116.125000 Penalty: 4357.475586
	Iteration 47Q: 3 clusters Score -782116.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -782116.125000 Penalty: 4357.475586
	Iteration 48F: 3 clusters Score -782116.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -164966.375000 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -164966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -162764.265625 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -162764.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163108.390625 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -163108.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163188.625000 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -163188.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -163238.453125 Penalty: 3589.581299
	Iteration 3Q: 3 clusters Score -163238.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -163266.312500 Penalty: 3589.581299
	Iteration 4Q: 3 clusters Score -163266.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163278.187500 Penalty: 3589.581299
	Iteration 5Q: 3 clusters Score -163278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163284.343750 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -163284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -163288.812500 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -163288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163292.906250 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -163292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -163299.281250 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -163299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163301.984375 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -163302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163304.718750 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -163304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163306.375000 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -163306.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -163306.703125 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -163306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -163306.703125 Penalty: 3589.581299
	Iteration 14F: 3 clusters Score -163306.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -211455.625000 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -211455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -208954.484375 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -208954.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209325.156250 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -209325.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -209442.421875 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -209442.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209513.156250 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -209513.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -209554.609375 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -209554.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209578.031250 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -209578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -209596.296875 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -209596.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209610.156250 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -209610.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -209625.187500 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -209625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -209631.359375 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -209631.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209635.000000 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -209635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209637.359375 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -209637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209642.265625 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -209642.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209648.515625 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -209648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209652.968750 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -209653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -209655.671875 Penalty: 3705.513672
	Iteration 15Q: 3 clusters Score -209655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -209660.250000 Penalty: 3705.513672
	Iteration 16Q: 3 clusters Score -209660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209662.187500 Penalty: 3705.513672
	Iteration 17Q: 3 clusters Score -209662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209663.000000 Penalty: 3705.513672
	Iteration 18Q: 3 clusters Score -209663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209664.375000 Penalty: 3705.513672
	Iteration 19Q: 3 clusters Score -209664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209665.171875 Penalty: 3705.513672
	Iteration 20F: 3 clusters Score -209665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -388219.718750 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -388219.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -384825.968750 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -384826 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -385500.625000 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -385500.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -385672.125000 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -385672.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -385755.656250 Penalty: 3999.279053
	Iteration 3Q: 3 clusters Score -385755.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -385796.031250 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -385796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -385824.343750 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -385824.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -385848.062500 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -385848.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -385869.812500 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -385869.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -385889.750000 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -385889.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -385910.156250 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -385910.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -385921.062500 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -385921.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -385931.781250 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -385931.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -385938.468750 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -385938.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -385944.250000 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -385944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -385946.968750 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -385947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -385949.218750 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -385949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -385951.156250 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -385951.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -385952.218750 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -385952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -385954.031250 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -385954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -385956.531250 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -385956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -385958.406250 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -385958.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -385961.312500 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -385961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -385964.968750 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -385965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -385966.062500 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -385966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -385967.312500 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -385967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -385970.968750 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -385971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -385973.687500 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -385973.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -385974.937500 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -385974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -385976.468750 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -385976.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -385977.937500 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -385977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -385979.343750 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -385979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -385980.875000 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -385980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -385981.968750 Penalty: 3999.279053
	Iteration 32Q: 3 clusters Score -385982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -385983.406250 Penalty: 3999.279053
	Iteration 33Q: 3 clusters Score -385983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -385985.406250 Penalty: 3999.279053
	Iteration 34Q: 3 clusters Score -385985.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -385988.437500 Penalty: 3999.279053
	Iteration 35Q: 3 clusters Score -385988.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -385992.031250 Penalty: 3999.279053
	Iteration 36Q: 3 clusters Score -385992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -385995.375000 Penalty: 3999.279053
	Iteration 37Q: 3 clusters Score -385995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -385998.156250 Penalty: 3999.279053
	Iteration 38Q: 3 clusters Score -385998.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -386002.406250 Penalty: 3999.279053
	Iteration 39Q: 3 clusters Score -386002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -386002.843750 Penalty: 3999.279053
	Iteration 40F: 3 clusters Score -386002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -386003.875000 Penalty: 3999.279053
	Iteration 41Q: 3 clusters Score -386003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -386005.000000 Penalty: 3999.279053
	Iteration 42Q: 3 clusters Score -386005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -386007.812500 Penalty: 3999.279053
	Iteration 43Q: 3 clusters Score -386007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -386010.000000 Penalty: 3999.279053
	Iteration 44Q: 3 clusters Score -386010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -386011.031250 Penalty: 3999.279053
	Iteration 45Q: 3 clusters Score -386011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -386013.687500 Penalty: 3999.279053
	Iteration 46Q: 3 clusters Score -386013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -386015.468750 Penalty: 3999.279053
	Iteration 47Q: 3 clusters Score -386015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -386016.406250 Penalty: 3999.279053
	Iteration 48Q: 3 clusters Score -386016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -386018.000000 Penalty: 3999.279053
	Iteration 49Q: 3 clusters Score -386018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -386019.125000 Penalty: 3999.279053
	Iteration 50Q: 3 clusters Score -386019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -386019.656250 Penalty: 3999.279053
	Iteration 51Q: 3 clusters Score -386019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -386019.656250 Penalty: 3999.279053
	Iteration 52F: 3 clusters Score -386019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Entering Unmasked Estep 
Score: -1151771.375000 Penalty: 2274.350342
	Iteration 0F: 2 clusters Score -1151771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1144393.625000 Penalty: 4548.700684
	Iteration 0F: 3 clusters Score -1144394 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1146574.250000 Penalty: 4548.700684
	Iteration 1F: 3 clusters Score -1146574 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1146909.875000 Penalty: 4548.700684
	Iteration 2F: 3 clusters Score -1146910 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1147148.875000 Penalty: 4548.700684
	Iteration 3F: 3 clusters Score -1147149 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1147348.875000 Penalty: 4548.700684
	Iteration 4Q: 3 clusters Score -1147349 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1147517.875000 Penalty: 4548.700684
	Iteration 5Q: 3 clusters Score -1147518 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1147666.750000 Penalty: 4548.700684
	Iteration 6Q: 3 clusters Score -1147667 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1147811.125000 Penalty: 4548.700684
	Iteration 7Q: 3 clusters Score -1147811 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1147973.875000 Penalty: 4548.700684
	Iteration 8Q: 3 clusters Score -1147974 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1148122.500000 Penalty: 4548.700684
	Iteration 9Q: 3 clusters Score -1148122 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1148266.875000 Penalty: 4548.700684
	Iteration 10Q: 3 clusters Score -1148267 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1148379.125000 Penalty: 4548.700684
	Iteration 11Q: 3 clusters Score -1148379 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1148465.375000 Penalty: 4548.700684
	Iteration 12Q: 3 clusters Score -1148465 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1148534.250000 Penalty: 4548.700684
	Iteration 13Q: 3 clusters Score -1148534 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1148595.500000 Penalty: 4548.700684
	Iteration 14Q: 3 clusters Score -1148596 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1148658.625000 Penalty: 4548.700684
	Iteration 15Q: 3 clusters Score -1148659 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1148726.500000 Penalty: 4548.700684
	Iteration 16Q: 3 clusters Score -1148726 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1148775.250000 Penalty: 4548.700684
	Iteration 17Q: 3 clusters Score -1148775 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1148823.500000 Penalty: 4548.700684
	Iteration 18Q: 3 clusters Score -1148824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1148875.750000 Penalty: 4548.700684
	Iteration 19Q: 3 clusters Score -1148876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1148937.375000 Penalty: 4548.700684
	Iteration 20F: 3 clusters Score -1148937 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1148993.125000 Penalty: 4548.700684
	Iteration 21Q: 3 clusters Score -1148993 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1149040.375000 Penalty: 4548.700684
	Iteration 22Q: 3 clusters Score -1149040 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1149088.125000 Penalty: 4548.700684
	Iteration 23Q: 3 clusters Score -1149088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1149125.875000 Penalty: 4548.700684
	Iteration 24Q: 3 clusters Score -1149126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1149162.125000 Penalty: 4548.700684
	Iteration 25Q: 3 clusters Score -1149162 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1149188.625000 Penalty: 4548.700684
	Iteration 26Q: 3 clusters Score -1149189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1149215.250000 Penalty: 4548.700684
	Iteration 27Q: 3 clusters Score -1149215 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1149243.750000 Penalty: 4548.700684
	Iteration 28Q: 3 clusters Score -1149244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1149277.125000 Penalty: 4548.700684
	Iteration 29Q: 3 clusters Score -1149277 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1149309.875000 Penalty: 4548.700684
	Iteration 30Q: 3 clusters Score -1149310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1149338.250000 Penalty: 4548.700684
	Iteration 31Q: 3 clusters Score -1149338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1149362.875000 Penalty: 4548.700684
	Iteration 32Q: 3 clusters Score -1149363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1149385.750000 Penalty: 4548.700684
	Iteration 33Q: 3 clusters Score -1149386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1149404.625000 Penalty: 4548.700684
	Iteration 34Q: 3 clusters Score -1149405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1149421.750000 Penalty: 4548.700684
	Iteration 35Q: 3 clusters Score -1149422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1149444.125000 Penalty: 4548.700684
	Iteration 36Q: 3 clusters Score -1149444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1149473.125000 Penalty: 4548.700684
	Iteration 37Q: 3 clusters Score -1149473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1149509.250000 Penalty: 4548.700684
	Iteration 38Q: 3 clusters Score -1149509 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1149553.500000 Penalty: 4548.700684
	Iteration 39Q: 3 clusters Score -1149554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1149599.125000 Penalty: 4548.700684
	Iteration 40F: 3 clusters Score -1149599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1149632.500000 Penalty: 4548.700684
	Iteration 41Q: 3 clusters Score -1149632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1149651.875000 Penalty: 4548.700684
	Iteration 42Q: 3 clusters Score -1149652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1149666.250000 Penalty: 4548.700684
	Iteration 43Q: 3 clusters Score -1149666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1149685.125000 Penalty: 4548.700684
	Iteration 44Q: 3 clusters Score -1149685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1149708.000000 Penalty: 4548.700684
	Iteration 45Q: 3 clusters Score -1149708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1149722.500000 Penalty: 4548.700684
	Iteration 46Q: 3 clusters Score -1149722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1149726.625000 Penalty: 4548.700684
	Iteration 47Q: 3 clusters Score -1149727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1149736.125000 Penalty: 4548.700684
	Iteration 48Q: 3 clusters Score -1149736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1149746.000000 Penalty: 4548.700684
	Iteration 49Q: 3 clusters Score -1149746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1149758.000000 Penalty: 4548.700684
	Iteration 50Q: 3 clusters Score -1149758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1149764.250000 Penalty: 4548.700684
	Iteration 51Q: 3 clusters Score -1149764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1149772.500000 Penalty: 4548.700684
	Iteration 52Q: 3 clusters Score -1149772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1149786.250000 Penalty: 4548.700684
	Iteration 53Q: 3 clusters Score -1149786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1149793.250000 Penalty: 4548.700684
	Iteration 54Q: 3 clusters Score -1149793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1149796.000000 Penalty: 4548.700684
	Iteration 55Q: 3 clusters Score -1149796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1149800.125000 Penalty: 4548.700684
	Iteration 56Q: 3 clusters Score -1149800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1149805.000000 Penalty: 4548.700684
	Iteration 57Q: 3 clusters Score -1149805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1149807.000000 Penalty: 4548.700684
	Iteration 58Q: 3 clusters Score -1149807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1149809.125000 Penalty: 4548.700684
	Iteration 59Q: 3 clusters Score -1149809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1149814.000000 Penalty: 4548.700684
	Iteration 60F: 3 clusters Score -1149814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1149815.875000 Penalty: 4548.700684
	Iteration 61Q: 3 clusters Score -1149816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1149816.125000 Penalty: 4548.700684
	Iteration 62Q: 3 clusters Score -1149816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1149819.125000 Penalty: 4548.700684
	Iteration 63Q: 3 clusters Score -1149819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1149824.875000 Penalty: 4548.700684
	Iteration 64Q: 3 clusters Score -1149825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1149826.875000 Penalty: 4548.700684
	Iteration 65Q: 3 clusters Score -1149827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1149831.000000 Penalty: 4548.700684
	Iteration 66Q: 3 clusters Score -1149831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1149838.750000 Penalty: 4548.700684
	Iteration 67Q: 3 clusters Score -1149839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1149847.000000 Penalty: 4548.700684
	Iteration 68Q: 3 clusters Score -1149847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1149848.875000 Penalty: 4548.700684
	Iteration 69Q: 3 clusters Score -1149849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1149856.000000 Penalty: 4548.700684
	Iteration 70Q: 3 clusters Score -1149856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1149859.875000 Penalty: 4548.700684
	Iteration 71Q: 3 clusters Score -1149860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1149866.000000 Penalty: 4548.700684
	Iteration 72Q: 3 clusters Score -1149866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1149868.625000 Penalty: 4548.700684
	Iteration 73Q: 3 clusters Score -1149869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1149870.250000 Penalty: 4548.700684
	Iteration 74Q: 3 clusters Score -1149870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1149872.000000 Penalty: 4548.700684
	Iteration 75Q: 3 clusters Score -1149872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1149874.500000 Penalty: 4548.700684
	Iteration 76Q: 3 clusters Score -1149874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1149875.875000 Penalty: 4548.700684
	Iteration 77Q: 3 clusters Score -1149876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1149878.500000 Penalty: 4548.700684
	Iteration 78Q: 3 clusters Score -1149878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1149878.500000 Penalty: 4548.700684
	Iteration 79F: 3 clusters Score -1149878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Entering Unmasked Estep 
Score: -1585539.875000 Penalty: 2353.692627
	Iteration 0F: 2 clusters Score -1585540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1575800.250000 Penalty: 4707.385254
	Iteration 0F: 3 clusters Score -1575800 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1578899.625000 Penalty: 4707.385254
	Iteration 1F: 3 clusters Score -1578900 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1579368.250000 Penalty: 4707.385254
	Iteration 2F: 3 clusters Score -1579368 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1579782.875000 Penalty: 4707.385254
	Iteration 3F: 3 clusters Score -1579783 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1580063.125000 Penalty: 4707.385254
	Iteration 4Q: 3 clusters Score -1580063 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1580295.125000 Penalty: 4707.385254
	Iteration 5Q: 3 clusters Score -1580295 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1580505.500000 Penalty: 4707.385254
	Iteration 6Q: 3 clusters Score -1580506 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1580727.375000 Penalty: 4707.385254
	Iteration 7Q: 3 clusters Score -1580727 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1580956.625000 Penalty: 4707.385254
	Iteration 8Q: 3 clusters Score -1580957 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1581182.500000 Penalty: 4707.385254
	Iteration 9Q: 3 clusters Score -1581182 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1581429.500000 Penalty: 4707.385254
	Iteration 10Q: 3 clusters Score -1581430 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1581696.250000 Penalty: 4707.385254
	Iteration 11Q: 3 clusters Score -1581696 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1581994.500000 Penalty: 4707.385254
	Iteration 12Q: 3 clusters Score -1581994 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1582296.500000 Penalty: 4707.385254
	Iteration 13Q: 3 clusters Score -1582296 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1582587.875000 Penalty: 4707.385254
	Iteration 14Q: 3 clusters Score -1582588 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1582800.250000 Penalty: 4707.385254
	Iteration 15Q: 3 clusters Score -1582800 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1582931.750000 Penalty: 4707.385254
	Iteration 16Q: 3 clusters Score -1582932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1583018.625000 Penalty: 4707.385254
	Iteration 17Q: 3 clusters Score -1583019 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1583097.125000 Penalty: 4707.385254
	Iteration 18Q: 3 clusters Score -1583097 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1583143.750000 Penalty: 4707.385254
	Iteration 19Q: 3 clusters Score -1583144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1583187.250000 Penalty: 4707.385254
	Iteration 20F: 3 clusters Score -1583187 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1583223.875000 Penalty: 4707.385254
	Iteration 21Q: 3 clusters Score -1583224 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1583261.000000 Penalty: 4707.385254
	Iteration 22Q: 3 clusters Score -1583261 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1583300.125000 Penalty: 4707.385254
	Iteration 23Q: 3 clusters Score -1583300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1583331.125000 Penalty: 4707.385254
	Iteration 24Q: 3 clusters Score -1583331 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1583354.375000 Penalty: 4707.385254
	Iteration 25Q: 3 clusters Score -1583354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1583371.500000 Penalty: 4707.385254
	Iteration 26Q: 3 clusters Score -1583372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1583404.250000 Penalty: 4707.385254
	Iteration 27Q: 3 clusters Score -1583404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1583439.875000 Penalty: 4707.385254
	Iteration 28Q: 3 clusters Score -1583440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1583480.875000 Penalty: 4707.385254
	Iteration 29Q: 3 clusters Score -1583481 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1583532.875000 Penalty: 4707.385254
	Iteration 30Q: 3 clusters Score -1583533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1583578.875000 Penalty: 4707.385254
	Iteration 31Q: 3 clusters Score -1583579 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1583625.000000 Penalty: 4707.385254
	Iteration 32Q: 3 clusters Score -1583625 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1583658.250000 Penalty: 4707.385254
	Iteration 33Q: 3 clusters Score -1583658 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1583688.750000 Penalty: 4707.385254
	Iteration 34Q: 3 clusters Score -1583689 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1583710.500000 Penalty: 4707.385254
	Iteration 35Q: 3 clusters Score -1583710 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1583718.875000 Penalty: 4707.385254
	Iteration 36Q: 3 clusters Score -1583719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1583731.125000 Penalty: 4707.385254
	Iteration 37Q: 3 clusters Score -1583731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1583735.625000 Penalty: 4707.385254
	Iteration 38Q: 3 clusters Score -1583736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1583743.250000 Penalty: 4707.385254
	Iteration 39Q: 3 clusters Score -1583743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1583745.500000 Penalty: 4707.385254
	Iteration 40F: 3 clusters Score -1583746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1583744.625000 Penalty: 4707.385254
	Iteration 41Q: 3 clusters Score -1583745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1583744.875000 Penalty: 4707.385254
	Iteration 42Q: 3 clusters Score -1583745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1583749.250000 Penalty: 4707.385254
	Iteration 43Q: 3 clusters Score -1583749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1583753.500000 Penalty: 4707.385254
	Iteration 44Q: 3 clusters Score -1583754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1583755.500000 Penalty: 4707.385254
	Iteration 45Q: 3 clusters Score -1583756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1583758.625000 Penalty: 4707.385254
	Iteration 46Q: 3 clusters Score -1583759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1583764.500000 Penalty: 4707.385254
	Iteration 47Q: 3 clusters Score -1583764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1583770.625000 Penalty: 4707.385254
	Iteration 48Q: 3 clusters Score -1583771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1583774.375000 Penalty: 4707.385254
	Iteration 49Q: 3 clusters Score -1583774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1583772.000000 Penalty: 4707.385254
	Iteration 50Q: 3 clusters Score -1583772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1583771.375000 Penalty: 4707.385254
	Iteration 51Q: 3 clusters Score -1583771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1583773.625000 Penalty: 4707.385254
	Iteration 52Q: 3 clusters Score -1583774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1583772.875000 Penalty: 4707.385254
	Iteration 53Q: 3 clusters Score -1583773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1583774.250000 Penalty: 4707.385254
	Iteration 54Q: 3 clusters Score -1583774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1583774.250000 Penalty: 4707.385254
	Iteration 55F: 3 clusters Score -1583774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Entering Unmasked Estep 
Score: -3312188.500000 Penalty: 2537.526855
	Iteration 0F: 2 clusters Score -3312188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3293070.000000 Penalty: 5075.053711
	Iteration 0F: 3 clusters Score -3293070 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3299994.500000 Penalty: 5075.053711
	Iteration 1F: 3 clusters Score -3299994 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3300723.250000 Penalty: 5075.053711
	Iteration 2F: 3 clusters Score -3300723 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3301601.000000 Penalty: 5075.053711
	Iteration 3F: 3 clusters Score -3301601 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -3302613.250000 Penalty: 5075.053711
	Iteration 4F: 3 clusters Score -3302613 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3303598.750000 Penalty: 5075.053711
	Iteration 5F: 3 clusters Score -3303599 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3304395.750000 Penalty: 5075.053711
	Iteration 6F: 3 clusters Score -3304396 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3304993.500000 Penalty: 5075.053711
	Iteration 7Q: 3 clusters Score -3304994 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3305450.750000 Penalty: 5075.053711
	Iteration 8Q: 3 clusters Score -3305451 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3305774.500000 Penalty: 5075.053711
	Iteration 9Q: 3 clusters Score -3305774 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3306027.500000 Penalty: 5075.053711
	Iteration 10Q: 3 clusters Score -3306028 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3306235.750000 Penalty: 5075.053711
	Iteration 11Q: 3 clusters Score -3306236 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3306402.500000 Penalty: 5075.053711
	Iteration 12Q: 3 clusters Score -3306402 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3306602.750000 Penalty: 5075.053711
	Iteration 13Q: 3 clusters Score -3306603 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3306775.500000 Penalty: 5075.053711
	Iteration 14Q: 3 clusters Score -3306776 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -3306942.500000 Penalty: 5075.053711
	Iteration 15Q: 3 clusters Score -3306942 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3307140.750000 Penalty: 5075.053711
	Iteration 16Q: 3 clusters Score -3307141 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3307304.000000 Penalty: 5075.053711
	Iteration 17Q: 3 clusters Score -3307304 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3307463.250000 Penalty: 5075.053711
	Iteration 18Q: 3 clusters Score -3307463 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3307636.250000 Penalty: 5075.053711
	Iteration 19Q: 3 clusters Score -3307636 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3307812.250000 Penalty: 5075.053711
	Iteration 20F: 3 clusters Score -3307812 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3307973.250000 Penalty: 5075.053711
	Iteration 21Q: 3 clusters Score -3307973 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3308149.500000 Penalty: 5075.053711
	Iteration 22Q: 3 clusters Score -3308150 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3308323.000000 Penalty: 5075.053711
	Iteration 23Q: 3 clusters Score -3308323 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3308478.500000 Penalty: 5075.053711
	Iteration 24Q: 3 clusters Score -3308478 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3308637.000000 Penalty: 5075.053711
	Iteration 25Q: 3 clusters Score -3308637 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3308772.750000 Penalty: 5075.053711
	Iteration 26Q: 3 clusters Score -3308773 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3308903.500000 Penalty: 5075.053711
	Iteration 27Q: 3 clusters Score -3308904 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3309033.500000 Penalty: 5075.053711
	Iteration 28Q: 3 clusters Score -3309034 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3309185.250000 Penalty: 5075.053711
	Iteration 29Q: 3 clusters Score -3309185 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3309304.500000 Penalty: 5075.053711
	Iteration 30Q: 3 clusters Score -3309304 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3309427.750000 Penalty: 5075.053711
	Iteration 31Q: 3 clusters Score -3309428 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3309557.000000 Penalty: 5075.053711
	Iteration 32Q: 3 clusters Score -3309557 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -3309681.500000 Penalty: 5075.053711
	Iteration 33Q: 3 clusters Score -3309682 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3309819.000000 Penalty: 5075.053711
	Iteration 34Q: 3 clusters Score -3309819 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3309945.250000 Penalty: 5075.053711
	Iteration 35Q: 3 clusters Score -3309945 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3310059.000000 Penalty: 5075.053711
	Iteration 36Q: 3 clusters Score -3310059 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3310205.250000 Penalty: 5075.053711
	Iteration 37Q: 3 clusters Score -3310205 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3310406.250000 Penalty: 5075.053711
	Iteration 38Q: 3 clusters Score -3310406 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3310669.500000 Penalty: 5075.053711
	Iteration 39Q: 3 clusters Score -3310670 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3311067.000000 Penalty: 5075.053711
	Iteration 40F: 3 clusters Score -3311067 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3311395.750000 Penalty: 5075.053711
	Iteration 41Q: 3 clusters Score -3311396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3311506.000000 Penalty: 5075.053711
	Iteration 42Q: 3 clusters Score -3311506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3311540.250000 Penalty: 5075.053711
	Iteration 43Q: 3 clusters Score -3311540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3311552.500000 Penalty: 5075.053711
	Iteration 44Q: 3 clusters Score -3311552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3311559.750000 Penalty: 5075.053711
	Iteration 45Q: 3 clusters Score -3311560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3311575.500000 Penalty: 5075.053711
	Iteration 46Q: 3 clusters Score -3311576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3311581.000000 Penalty: 5075.053711
	Iteration 47Q: 3 clusters Score -3311581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3311584.000000 Penalty: 5075.053711
	Iteration 48Q: 3 clusters Score -3311584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3311597.250000 Penalty: 5075.053711
	Iteration 49Q: 3 clusters Score -3311597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3311600.250000 Penalty: 5075.053711
	Iteration 50Q: 3 clusters Score -3311600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3311599.750000 Penalty: 5075.053711
	Iteration 51Q: 3 clusters Score -3311600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3311599.000000 Penalty: 5075.053711
	Iteration 52Q: 3 clusters Score -3311599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3311599.250000 Penalty: 5075.053711
	Iteration 53Q: 3 clusters Score -3311599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3311597.250000 Penalty: 5075.053711
	Iteration 54Q: 3 clusters Score -3311597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3311596.750000 Penalty: 5075.053711
	Iteration 55Q: 3 clusters Score -3311597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3311596.750000 Penalty: 5075.053711
	Iteration 56F: 3 clusters Score -3311597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 30002 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21857 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 12678 members 
Mstep: Class 24 contains 37861 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9612 members 
Mstep: Class 30 contains 13236 members 
Mstep: Class 31 contains 27777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703640.000000 Penalty: 97482.882812
Iteration 159Q: 32 clusters Score -3.570364e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6025 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 29996 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21852 members 
Mstep: Class 9 contains 9273 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 10869 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5732 members 
Mstep: Class 18 contains 5645 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 16166 members 
Mstep: Class 21 contains 10959 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 12680 members 
Mstep: Class 24 contains 37860 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 13280 members 
Mstep: Class 31 contains 27772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703680.000000 Penalty: 97482.882812
Iteration 160F: 32 clusters Score -3.570368e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 29983 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21847 members 
Mstep: Class 9 contains 9275 members 
Mstep: Class 10 contains 6422 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14970 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 5601 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 16167 members 
Mstep: Class 21 contains 10959 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12684 members 
Mstep: Class 24 contains 37852 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9636 members 
Mstep: Class 30 contains 13337 members 
Mstep: Class 31 contains 27775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703648.000000 Penalty: 97482.882812
Iteration 161Q: 32 clusters Score -3.570365e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 29968 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21839 members 
Mstep: Class 9 contains 9278 members 
Mstep: Class 10 contains 6419 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 5557 members 
Mstep: Class 19 contains 10548 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 10959 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12690 members 
Mstep: Class 24 contains 37845 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9643 members 
Mstep: Class 30 contains 13389 members 
Mstep: Class 31 contains 27786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703636.000000 Penalty: 97482.882812
Iteration 162Q: 32 clusters Score -3.570364e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 29963 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21830 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 6416 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 10869 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 5500 members 
Mstep: Class 19 contains 10547 members 
Mstep: Class 20 contains 16165 members 
Mstep: Class 21 contains 10959 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 12691 members 
Mstep: Class 24 contains 37848 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9645 members 
Mstep: Class 30 contains 13453 members 
Mstep: Class 31 contains 27791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703656.000000 Penalty: 97482.882812
Iteration 163Q: 32 clusters Score -3.570366e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8025 members 
Mstep: Class 4 contains 29953 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6700 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21826 members 
Mstep: Class 9 contains 9280 members 
Mstep: Class 10 contains 6414 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 5442 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16164 members 
Mstep: Class 21 contains 10959 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 12691 members 
Mstep: Class 24 contains 37848 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1758 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 13517 members 
Mstep: Class 31 contains 27801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703708.000000 Penalty: 97482.882812
Iteration 164Q: 32 clusters Score -3.570371e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 29944 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6701 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21823 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 6415 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 12 contains 10869 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5739 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16160 members 
Mstep: Class 21 contains 10960 members 
Mstep: Class 22 contains 11789 members 
Mstep: Class 23 contains 12690 members 
Mstep: Class 24 contains 37843 members 
Mstep: Class 25 contains 6537 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9650 members 
Mstep: Class 30 contains 13576 members 
Mstep: Class 31 contains 27813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703736.000000 Penalty: 97482.882812
Iteration 165Q: 32 clusters Score -3.570374e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 29940 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6701 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21819 members 
Mstep: Class 9 contains 9282 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 12 contains 10868 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5740 members 
Mstep: Class 18 contains 5316 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 16161 members 
Mstep: Class 21 contains 10961 members 
Mstep: Class 22 contains 11789 members 
Mstep: Class 23 contains 12689 members 
Mstep: Class 24 contains 37842 members 
Mstep: Class 25 contains 6536 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9655 members 
Mstep: Class 30 contains 13663 members 
Mstep: Class 31 contains 27811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703736.000000 Penalty: 97482.882812
Iteration 166Q: 32 clusters Score -3.570374e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8018 members 
Mstep: Class 4 contains 29935 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6704 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21814 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 6406 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 14967 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16153 members 
Mstep: Class 21 contains 10963 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 12691 members 
Mstep: Class 24 contains 37845 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9657 members 
Mstep: Class 30 contains 13763 members 
Mstep: Class 31 contains 27812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703732.000000 Penalty: 97482.882812
Iteration 167Q: 32 clusters Score -3.570373e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 29930 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6704 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21809 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 6408 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 14966 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5742 members 
Mstep: Class 18 contains 5138 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16144 members 
Mstep: Class 21 contains 10963 members 
Mstep: Class 22 contains 11788 members 
Mstep: Class 23 contains 12692 members 
Mstep: Class 24 contains 37845 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9662 members 
Mstep: Class 30 contains 13857 members 
Mstep: Class 31 contains 27809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703700.000000 Penalty: 97482.882812
Iteration 168Q: 32 clusters Score -3.57037e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8024 members 
Mstep: Class 4 contains 29922 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21804 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 6406 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 14966 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5744 members 
Mstep: Class 18 contains 5048 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 16141 members 
Mstep: Class 21 contains 10962 members 
Mstep: Class 22 contains 11789 members 
Mstep: Class 23 contains 12692 members 
Mstep: Class 24 contains 37843 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9671 members 
Mstep: Class 30 contains 13948 members 
Mstep: Class 31 contains 27811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703744.000000 Penalty: 97482.882812
Iteration 169Q: 32 clusters Score -3.570374e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 29916 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21801 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 1592 members 
Mstep: Class 12 contains 10866 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5743 members 
Mstep: Class 18 contains 4981 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16140 members 
Mstep: Class 21 contains 10964 members 
Mstep: Class 22 contains 11788 members 
Mstep: Class 23 contains 12692 members 
Mstep: Class 24 contains 37843 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9678 members 
Mstep: Class 30 contains 14016 members 
Mstep: Class 31 contains 27814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703760.000000 Penalty: 97482.882812
Iteration 170Q: 32 clusters Score -3.570376e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8033 members 
Mstep: Class 4 contains 29901 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21799 members 
Mstep: Class 9 contains 9279 members 
Mstep: Class 10 contains 6394 members 
Mstep: Class 11 contains 1592 members 
Mstep: Class 12 contains 10866 members 
Mstep: Class 13 contains 14966 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5742 members 
Mstep: Class 18 contains 4925 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16131 members 
Mstep: Class 21 contains 10964 members 
Mstep: Class 22 contains 11789 members 
Mstep: Class 23 contains 12693 members 
Mstep: Class 24 contains 37843 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1757 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9683 members 
Mstep: Class 30 contains 14093 members 
Mstep: Class 31 contains 27819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703808.000000 Penalty: 97482.882812
Iteration 171Q: 32 clusters Score -3.570381e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8036 members 
Mstep: Class 4 contains 29892 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 7647 members 
Mstep: Class 8 contains 21797 members 
Mstep: Class 9 contains 9278 members 
Mstep: Class 10 contains 6389 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 4878 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16124 members 
Mstep: Class 21 contains 10965 members 
Mstep: Class 22 contains 11789 members 
Mstep: Class 23 contains 12695 members 
Mstep: Class 24 contains 37839 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9689 members 
Mstep: Class 30 contains 14167 members 
Mstep: Class 31 contains 27814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703812.000000 Penalty: 97482.882812
Iteration 172Q: 32 clusters Score -3.570381e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 29877 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 7648 members 
Mstep: Class 8 contains 21796 members 
Mstep: Class 9 contains 9278 members 
Mstep: Class 10 contains 6386 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16119 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 12697 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9697 members 
Mstep: Class 30 contains 14224 members 
Mstep: Class 31 contains 27815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703804.000000 Penalty: 97482.882812
Iteration 173Q: 32 clusters Score -3.57038e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 29864 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21793 members 
Mstep: Class 9 contains 9277 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5739 members 
Mstep: Class 18 contains 4811 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16117 members 
Mstep: Class 21 contains 10968 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12701 members 
Mstep: Class 24 contains 37836 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9698 members 
Mstep: Class 30 contains 14265 members 
Mstep: Class 31 contains 27819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703824.000000 Penalty: 97482.882812
Iteration 174Q: 32 clusters Score -3.570382e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 29845 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 21792 members 
Mstep: Class 9 contains 9278 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10869 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5738 members 
Mstep: Class 18 contains 4782 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 16112 members 
Mstep: Class 21 contains 10967 members 
Mstep: Class 22 contains 11794 members 
Mstep: Class 23 contains 12706 members 
Mstep: Class 24 contains 37834 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9699 members 
Mstep: Class 30 contains 14305 members 
Mstep: Class 31 contains 27828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703852.000000 Penalty: 97482.882812
Iteration 175Q: 32 clusters Score -3.570385e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 29840 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21791 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 6387 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16110 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11795 members 
Mstep: Class 23 contains 12706 members 
Mstep: Class 24 contains 37832 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9699 members 
Mstep: Class 30 contains 14326 members 
Mstep: Class 31 contains 27828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703892.000000 Penalty: 97482.882812
Iteration 176Q: 32 clusters Score -3.570389e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8031 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21789 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6387 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 4062 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16111 members 
Mstep: Class 21 contains 10965 members 
Mstep: Class 22 contains 11795 members 
Mstep: Class 23 contains 12707 members 
Mstep: Class 24 contains 37832 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1755 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9698 members 
Mstep: Class 30 contains 14338 members 
Mstep: Class 31 contains 27830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703900.000000 Penalty: 97482.882812
Iteration 177Q: 32 clusters Score -3.57039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21785 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 4063 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 16107 members 
Mstep: Class 21 contains 10965 members 
Mstep: Class 22 contains 11795 members 
Mstep: Class 23 contains 12710 members 
Mstep: Class 24 contains 37831 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9698 members 
Mstep: Class 30 contains 14350 members 
Mstep: Class 31 contains 27832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703864.000000 Penalty: 97482.882812
Iteration 178Q: 32 clusters Score -3.570386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8027 members 
Mstep: Class 4 contains 29838 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21781 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 6381 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 4064 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 4740 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 16106 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11795 members 
Mstep: Class 23 contains 12712 members 
Mstep: Class 24 contains 37835 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9699 members 
Mstep: Class 30 contains 14364 members 
Mstep: Class 31 contains 27830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703876.000000 Penalty: 97482.882812
Iteration 179Q: 32 clusters Score -3.570388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 29835 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21779 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16105 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11795 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37836 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9700 members 
Mstep: Class 30 contains 14375 members 
Mstep: Class 31 contains 27829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703916.000000 Penalty: 97482.882812
Iteration 180F: 32 clusters Score -3.570392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8021 members 
Mstep: Class 4 contains 29834 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21777 members 
Mstep: Class 9 contains 9281 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 4737 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16101 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11794 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9702 members 
Mstep: Class 30 contains 14383 members 
Mstep: Class 31 contains 27829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703924.000000 Penalty: 97482.882812
Iteration 181Q: 32 clusters Score -3.570392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 29833 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21776 members 
Mstep: Class 9 contains 9282 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14963 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 4740 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16098 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11793 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9703 members 
Mstep: Class 30 contains 14388 members 
Mstep: Class 31 contains 27830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703956.000000 Penalty: 97482.882812
Iteration 182Q: 32 clusters Score -3.570396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8016 members 
Mstep: Class 4 contains 29830 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21776 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14962 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 4742 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16095 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9704 members 
Mstep: Class 30 contains 14394 members 
Mstep: Class 31 contains 27832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703944.000000 Penalty: 97482.882812
Iteration 183Q: 32 clusters Score -3.570394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8017 members 
Mstep: Class 4 contains 29828 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21776 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6375 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14962 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 4742 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16091 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9706 members 
Mstep: Class 30 contains 14395 members 
Mstep: Class 31 contains 27830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703972.000000 Penalty: 97482.882812
Iteration 184Q: 32 clusters Score -3.570397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8012 members 
Mstep: Class 4 contains 29828 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21777 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5738 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16088 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9710 members 
Mstep: Class 30 contains 14396 members 
Mstep: Class 31 contains 27826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703956.000000 Penalty: 97482.882812
Iteration 185Q: 32 clusters Score -3.570396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8011 members 
Mstep: Class 4 contains 29828 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21777 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16089 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9712 members 
Mstep: Class 30 contains 14397 members 
Mstep: Class 31 contains 27825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703940.000000 Penalty: 97482.882812
Iteration 186Q: 32 clusters Score -3.570394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29828 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21777 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 4746 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37841 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9717 members 
Mstep: Class 30 contains 14400 members 
Mstep: Class 31 contains 27820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703944.000000 Penalty: 97482.882812
Iteration 187Q: 32 clusters Score -3.570394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29828 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21777 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4746 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37840 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9723 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703928.000000 Penalty: 97482.882812
Iteration 188Q: 32 clusters Score -3.570393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29828 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37839 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9726 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703908.000000 Penalty: 97482.882812
Iteration 189Q: 32 clusters Score -3.570391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29827 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11792 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9728 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703888.000000 Penalty: 97482.882812
Iteration 190Q: 32 clusters Score -3.570389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29825 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11793 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9729 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703892.000000 Penalty: 97482.882812
Iteration 191Q: 32 clusters Score -3.570389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29824 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11793 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9731 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703892.000000 Penalty: 97482.882812
Iteration 192Q: 32 clusters Score -3.570389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29824 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11793 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37839 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9733 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703880.000000 Penalty: 97482.882812
Iteration 193Q: 32 clusters Score -3.570388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29824 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11793 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37839 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9733 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703880.000000 Penalty: 97482.882812
Iteration 194F: 32 clusters Score -3.570388e+07 nChanged 0
Entering ConstructFrom: 
Score: -35703880.000000 Penalty: 97482.882812
Entering ConstructFrom: 
Trying to split cluster 1 (2861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Entering Unmasked Estep 
Score: -309470.937500 Penalty: 1973.813843
	Iteration 0F: 2 clusters Score -309470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -306305.843750 Penalty: 3947.627686
	Iteration 0F: 3 clusters Score -306305.8 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -307071.843750 Penalty: 3947.627686
	Iteration 1F: 3 clusters Score -307071.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -307345.187500 Penalty: 3947.627686
	Iteration 2F: 3 clusters Score -307345.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -307513.718750 Penalty: 3947.627686
	Iteration 3F: 3 clusters Score -307513.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -307697.968750 Penalty: 3947.627686
	Iteration 4F: 3 clusters Score -307698 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -307902.562500 Penalty: 3947.627686
	Iteration 5F: 3 clusters Score -307902.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -308119.968750 Penalty: 3947.627686
	Iteration 6F: 3 clusters Score -308120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -308331.843750 Penalty: 3947.627686
	Iteration 7Q: 3 clusters Score -308331.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -308524.593750 Penalty: 3947.627686
	Iteration 8Q: 3 clusters Score -308524.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -308622.125000 Penalty: 3947.627686
	Iteration 9Q: 3 clusters Score -308622.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -308677.843750 Penalty: 3947.627686
	Iteration 10Q: 3 clusters Score -308677.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -308711.625000 Penalty: 3947.627686
	Iteration 11Q: 3 clusters Score -308711.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -308731.031250 Penalty: 3947.627686
	Iteration 12Q: 3 clusters Score -308731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -308741.718750 Penalty: 3947.627686
	Iteration 13Q: 3 clusters Score -308741.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -308747.593750 Penalty: 3947.627686
	Iteration 14Q: 3 clusters Score -308747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -308755.250000 Penalty: 3947.627686
	Iteration 15Q: 3 clusters Score -308755.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -308760.843750 Penalty: 3947.627686
	Iteration 16Q: 3 clusters Score -308760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -308764.281250 Penalty: 3947.627686
	Iteration 17Q: 3 clusters Score -308764.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -308768.906250 Penalty: 3947.627686
	Iteration 18Q: 3 clusters Score -308768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -308770.187500 Penalty: 3947.627686
	Iteration 19Q: 3 clusters Score -308770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -308770.875000 Penalty: 3947.627686
	Iteration 20F: 3 clusters Score -308770.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Entering Unmasked Estep 
Score: -481604.937500 Penalty: 2158.469727
	Iteration 0F: 2 clusters Score -481604.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -476609.031250 Penalty: 4316.939453
	Iteration 0F: 3 clusters Score -476609 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -478604.406250 Penalty: 4316.939453
	Iteration 1F: 3 clusters Score -478604.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -479703.625000 Penalty: 4316.939453
	Iteration 2F: 3 clusters Score -479703.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -480717.218750 Penalty: 4316.939453
	Iteration 3F: 3 clusters Score -480717.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -481421.343750 Penalty: 4316.939453
	Iteration 4F: 3 clusters Score -481421.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -481797.343750 Penalty: 4316.939453
	Iteration 5F: 3 clusters Score -481797.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -481976.093750 Penalty: 4316.939453
	Iteration 6Q: 3 clusters Score -481976.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -482066.312500 Penalty: 4316.939453
	Iteration 7Q: 3 clusters Score -482066.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -482115.500000 Penalty: 4316.939453
	Iteration 8Q: 3 clusters Score -482115.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -482146.406250 Penalty: 4316.939453
	Iteration 9Q: 3 clusters Score -482146.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -482159.531250 Penalty: 4316.939453
	Iteration 10Q: 3 clusters Score -482159.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -482170.531250 Penalty: 4316.939453
	Iteration 11Q: 3 clusters Score -482170.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -482183.218750 Penalty: 4316.939453
	Iteration 12Q: 3 clusters Score -482183.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -482193.906250 Penalty: 4316.939453
	Iteration 13Q: 3 clusters Score -482193.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -482204.843750 Penalty: 4316.939453
	Iteration 14Q: 3 clusters Score -482204.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -482213.531250 Penalty: 4316.939453
	Iteration 15Q: 3 clusters Score -482213.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -482224.250000 Penalty: 4316.939453
	Iteration 16Q: 3 clusters Score -482224.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -482231.187500 Penalty: 4316.939453
	Iteration 17Q: 3 clusters Score -482231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -482232.312500 Penalty: 4316.939453
	Iteration 18Q: 3 clusters Score -482232.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -482233.625000 Penalty: 4316.939453
	Iteration 19Q: 3 clusters Score -482233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -482233.625000 Penalty: 4316.939453
	Iteration 20F: 3 clusters Score -482233.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 864 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29824 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11793 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37839 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9733 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27810 members 
Mstep: Class 32 contains 5160 members 
Entering Unmasked Estep 
Score: -35703544.000000 Penalty: 100627.492188
Splitting cluster 2 changes total score from -35703880.000000 to -35703544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Entering Unmasked Estep 
Score: -930054.750000 Penalty: 2229.134766
	Iteration 0F: 2 clusters Score -930054.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -923675.687500 Penalty: 4458.269531
	Iteration 0F: 3 clusters Score -923675.7 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -925468.625000 Penalty: 4458.269531
	Iteration 1F: 3 clusters Score -925468.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -925907.062500 Penalty: 4458.269531
	Iteration 2F: 3 clusters Score -925907.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -926385.375000 Penalty: 4458.269531
	Iteration 3F: 3 clusters Score -926385.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -926874.937500 Penalty: 4458.269531
	Iteration 4F: 3 clusters Score -926874.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -927241.125000 Penalty: 4458.269531
	Iteration 5F: 3 clusters Score -927241.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -927556.937500 Penalty: 4458.269531
	Iteration 6F: 3 clusters Score -927556.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -927837.187500 Penalty: 4458.269531
	Iteration 7Q: 3 clusters Score -927837.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -928117.875000 Penalty: 4458.269531
	Iteration 8Q: 3 clusters Score -928117.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -928391.750000 Penalty: 4458.269531
	Iteration 9Q: 3 clusters Score -928391.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -928638.250000 Penalty: 4458.269531
	Iteration 10Q: 3 clusters Score -928638.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -928817.812500 Penalty: 4458.269531
	Iteration 11Q: 3 clusters Score -928817.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -928958.375000 Penalty: 4458.269531
	Iteration 12Q: 3 clusters Score -928958.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -929064.812500 Penalty: 4458.269531
	Iteration 13Q: 3 clusters Score -929064.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -929148.250000 Penalty: 4458.269531
	Iteration 14Q: 3 clusters Score -929148.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -929204.625000 Penalty: 4458.269531
	Iteration 15Q: 3 clusters Score -929204.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -929250.062500 Penalty: 4458.269531
	Iteration 16Q: 3 clusters Score -929250.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -929300.375000 Penalty: 4458.269531
	Iteration 17Q: 3 clusters Score -929300.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -929354.375000 Penalty: 4458.269531
	Iteration 18Q: 3 clusters Score -929354.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -929405.000000 Penalty: 4458.269531
	Iteration 19Q: 3 clusters Score -929405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -929454.062500 Penalty: 4458.269531
	Iteration 20F: 3 clusters Score -929454.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -929510.187500 Penalty: 4458.269531
	Iteration 21Q: 3 clusters Score -929510.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -929556.812500 Penalty: 4458.269531
	Iteration 22Q: 3 clusters Score -929556.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -929590.187500 Penalty: 4458.269531
	Iteration 23Q: 3 clusters Score -929590.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -929636.562500 Penalty: 4458.269531
	Iteration 24Q: 3 clusters Score -929636.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -929678.687500 Penalty: 4458.269531
	Iteration 25Q: 3 clusters Score -929678.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -929706.750000 Penalty: 4458.269531
	Iteration 26Q: 3 clusters Score -929706.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -929733.062500 Penalty: 4458.269531
	Iteration 27Q: 3 clusters Score -929733.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -929758.375000 Penalty: 4458.269531
	Iteration 28Q: 3 clusters Score -929758.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -929779.562500 Penalty: 4458.269531
	Iteration 29Q: 3 clusters Score -929779.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -929796.937500 Penalty: 4458.269531
	Iteration 30Q: 3 clusters Score -929796.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -929810.187500 Penalty: 4458.269531
	Iteration 31Q: 3 clusters Score -929810.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -929821.125000 Penalty: 4458.269531
	Iteration 32Q: 3 clusters Score -929821.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -929828.750000 Penalty: 4458.269531
	Iteration 33Q: 3 clusters Score -929828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -929830.125000 Penalty: 4458.269531
	Iteration 34Q: 3 clusters Score -929830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -929832.125000 Penalty: 4458.269531
	Iteration 35Q: 3 clusters Score -929832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -929830.812500 Penalty: 4458.269531
	Iteration 36Q: 3 clusters Score -929830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -929834.625000 Penalty: 4458.269531
	Iteration 37Q: 3 clusters Score -929834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -929833.312500 Penalty: 4458.269531
	Iteration 38Q: 3 clusters Score -929833.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -929833.312500 Penalty: 4458.269531
	Iteration 39F: 3 clusters Score -929833.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Entering Unmasked Estep 
Score: -3579800.500000 Penalty: 2555.161133
	Iteration 0F: 2 clusters Score -3579800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3559503.250000 Penalty: 5110.322266
	Iteration 0F: 3 clusters Score -3559503 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3567060.750000 Penalty: 5110.322266
	Iteration 1F: 3 clusters Score -3567061 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3567969.250000 Penalty: 5110.322266
	Iteration 2F: 3 clusters Score -3567969 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3569045.750000 Penalty: 5110.322266
	Iteration 3F: 3 clusters Score -3569046 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3570352.000000 Penalty: 5110.322266
	Iteration 4F: 3 clusters Score -3570352 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3571744.000000 Penalty: 5110.322266
	Iteration 5F: 3 clusters Score -3571744 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3573226.500000 Penalty: 5110.322266
	Iteration 6F: 3 clusters Score -3573226 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3574728.500000 Penalty: 5110.322266
	Iteration 7F: 3 clusters Score -3574728 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3576025.750000 Penalty: 5110.322266
	Iteration 8F: 3 clusters Score -3576026 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3577048.250000 Penalty: 5110.322266
	Iteration 9Q: 3 clusters Score -3577048 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3577778.000000 Penalty: 5110.322266
	Iteration 10Q: 3 clusters Score -3577778 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3578221.500000 Penalty: 5110.322266
	Iteration 11Q: 3 clusters Score -3578222 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3578481.750000 Penalty: 5110.322266
	Iteration 12Q: 3 clusters Score -3578482 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3578660.500000 Penalty: 5110.322266
	Iteration 13Q: 3 clusters Score -3578660 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3578778.500000 Penalty: 5110.322266
	Iteration 14Q: 3 clusters Score -3578778 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3578886.500000 Penalty: 5110.322266
	Iteration 15Q: 3 clusters Score -3578886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -3578947.750000 Penalty: 5110.322266
	Iteration 16Q: 3 clusters Score -3578948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3578971.500000 Penalty: 5110.322266
	Iteration 17Q: 3 clusters Score -3578972 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3579000.750000 Penalty: 5110.322266
	Iteration 18Q: 3 clusters Score -3579001 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3579017.500000 Penalty: 5110.322266
	Iteration 19Q: 3 clusters Score -3579018 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -3579037.000000 Penalty: 5110.322266
	Iteration 20F: 3 clusters Score -3579037 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3579058.750000 Penalty: 5110.322266
	Iteration 21Q: 3 clusters Score -3579059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3579066.750000 Penalty: 5110.322266
	Iteration 22Q: 3 clusters Score -3579067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3579076.750000 Penalty: 5110.322266
	Iteration 23Q: 3 clusters Score -3579077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3579082.750000 Penalty: 5110.322266
	Iteration 24Q: 3 clusters Score -3579083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3579084.000000 Penalty: 5110.322266
	Iteration 25Q: 3 clusters Score -3579084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3579090.750000 Penalty: 5110.322266
	Iteration 26Q: 3 clusters Score -3579091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3579094.500000 Penalty: 5110.322266
	Iteration 27Q: 3 clusters Score -3579094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3579100.500000 Penalty: 5110.322266
	Iteration 28Q: 3 clusters Score -3579100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3579111.000000 Penalty: 5110.322266
	Iteration 29Q: 3 clusters Score -3579111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3579109.750000 Penalty: 5110.322266
	Iteration 30Q: 3 clusters Score -3579110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3579111.750000 Penalty: 5110.322266
	Iteration 31Q: 3 clusters Score -3579112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3579116.250000 Penalty: 5110.322266
	Iteration 32Q: 3 clusters Score -3579116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3579114.750000 Penalty: 5110.322266
	Iteration 33Q: 3 clusters Score -3579115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3579112.750000 Penalty: 5110.322266
	Iteration 34Q: 3 clusters Score -3579113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3579120.250000 Penalty: 5110.322266
	Iteration 35Q: 3 clusters Score -3579120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3579121.500000 Penalty: 5110.322266
	Iteration 36Q: 3 clusters Score -3579122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3579120.500000 Penalty: 5110.322266
	Iteration 37Q: 3 clusters Score -3579120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3579120.250000 Penalty: 5110.322266
	Iteration 38Q: 3 clusters Score -3579120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3579115.750000 Penalty: 5110.322266
	Iteration 39Q: 3 clusters Score -3579116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3579116.750000 Penalty: 5110.322266
	Iteration 40F: 3 clusters Score -3579117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3579118.750000 Penalty: 5110.322266
	Iteration 41Q: 3 clusters Score -3579119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3579119.250000 Penalty: 5110.322266
	Iteration 42Q: 3 clusters Score -3579119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3579116.000000 Penalty: 5110.322266
	Iteration 43Q: 3 clusters Score -3579116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3579115.000000 Penalty: 5110.322266
	Iteration 44Q: 3 clusters Score -3579115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3579115.750000 Penalty: 5110.322266
	Iteration 45Q: 3 clusters Score -3579116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -3579115.750000 Penalty: 5110.322266
	Iteration 46F: 3 clusters Score -3579116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -328505.093750 Penalty: 1966.869507
	Iteration 0F: 2 clusters Score -328505.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -325354.375000 Penalty: 3933.739014
	Iteration 0F: 3 clusters Score -325354.4 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326008.906250 Penalty: 3933.739014
	Iteration 1F: 3 clusters Score -326008.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -326156.312500 Penalty: 3933.739014
	Iteration 2F: 3 clusters Score -326156.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -326247.000000 Penalty: 3933.739014
	Iteration 3Q: 3 clusters Score -326247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -326321.031250 Penalty: 3933.739014
	Iteration 4Q: 3 clusters Score -326321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -326375.593750 Penalty: 3933.739014
	Iteration 5Q: 3 clusters Score -326375.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -326422.562500 Penalty: 3933.739014
	Iteration 6Q: 3 clusters Score -326422.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -326461.781250 Penalty: 3933.739014
	Iteration 7Q: 3 clusters Score -326461.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -326497.437500 Penalty: 3933.739014
	Iteration 8Q: 3 clusters Score -326497.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -326542.375000 Penalty: 3933.739014
	Iteration 9Q: 3 clusters Score -326542.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -326581.156250 Penalty: 3933.739014
	Iteration 10Q: 3 clusters Score -326581.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -326611.593750 Penalty: 3933.739014
	Iteration 11Q: 3 clusters Score -326611.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -326637.843750 Penalty: 3933.739014
	Iteration 12Q: 3 clusters Score -326637.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -326659.718750 Penalty: 3933.739014
	Iteration 13Q: 3 clusters Score -326659.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -326681.281250 Penalty: 3933.739014
	Iteration 14Q: 3 clusters Score -326681.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -326704.781250 Penalty: 3933.739014
	Iteration 15Q: 3 clusters Score -326704.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -326726.968750 Penalty: 3933.739014
	Iteration 16Q: 3 clusters Score -326727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -326746.218750 Penalty: 3933.739014
	Iteration 17Q: 3 clusters Score -326746.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -326754.656250 Penalty: 3933.739014
	Iteration 18Q: 3 clusters Score -326754.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -326769.062500 Penalty: 3933.739014
	Iteration 19Q: 3 clusters Score -326769.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -326782.843750 Penalty: 3933.739014
	Iteration 20F: 3 clusters Score -326782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -326790.375000 Penalty: 3933.739014
	Iteration 21Q: 3 clusters Score -326790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -326794.843750 Penalty: 3933.739014
	Iteration 22Q: 3 clusters Score -326794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -326798.343750 Penalty: 3933.739014
	Iteration 23Q: 3 clusters Score -326798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -326803.031250 Penalty: 3933.739014
	Iteration 24Q: 3 clusters Score -326803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -326805.250000 Penalty: 3933.739014
	Iteration 25Q: 3 clusters Score -326805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -326806.750000 Penalty: 3933.739014
	Iteration 26Q: 3 clusters Score -326806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -326808.812500 Penalty: 3933.739014
	Iteration 27Q: 3 clusters Score -326808.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -326811.781250 Penalty: 3933.739014
	Iteration 28Q: 3 clusters Score -326811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -326812.312500 Penalty: 3933.739014
	Iteration 29Q: 3 clusters Score -326812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -326813.562500 Penalty: 3933.739014
	Iteration 30Q: 3 clusters Score -326813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -326815.125000 Penalty: 3933.739014
	Iteration 31Q: 3 clusters Score -326815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -326815.937500 Penalty: 3933.739014
	Iteration 32Q: 3 clusters Score -326815.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -326817.500000 Penalty: 3933.739014
	Iteration 33Q: 3 clusters Score -326817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -326817.187500 Penalty: 3933.739014
	Iteration 34Q: 3 clusters Score -326817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -326817.187500 Penalty: 3933.739014
	Iteration 35F: 3 clusters Score -326817.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Entering Unmasked Estep 
Score: -791754.125000 Penalty: 2184.920166
	Iteration 0F: 2 clusters Score -791754.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -786119.687500 Penalty: 4369.840332
	Iteration 0F: 3 clusters Score -786119.7 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -787587.437500 Penalty: 4369.840332
	Iteration 1F: 3 clusters Score -787587.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -787832.750000 Penalty: 4369.840332
	Iteration 2F: 3 clusters Score -787832.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -787985.187500 Penalty: 4369.840332
	Iteration 3Q: 3 clusters Score -787985.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -788106.000000 Penalty: 4369.840332
	Iteration 4Q: 3 clusters Score -788106 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -788224.937500 Penalty: 4369.840332
	Iteration 5Q: 3 clusters Score -788224.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -788331.687500 Penalty: 4369.840332
	Iteration 6Q: 3 clusters Score -788331.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -788435.562500 Penalty: 4369.840332
	Iteration 7Q: 3 clusters Score -788435.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -788566.000000 Penalty: 4369.840332
	Iteration 8Q: 3 clusters Score -788566 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -788719.500000 Penalty: 4369.840332
	Iteration 9Q: 3 clusters Score -788719.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -788863.250000 Penalty: 4369.840332
	Iteration 10Q: 3 clusters Score -788863.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -789015.125000 Penalty: 4369.840332
	Iteration 11Q: 3 clusters Score -789015.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -789187.562500 Penalty: 4369.840332
	Iteration 12Q: 3 clusters Score -789187.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -789416.812500 Penalty: 4369.840332
	Iteration 13Q: 3 clusters Score -789416.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -789598.812500 Penalty: 4369.840332
	Iteration 14Q: 3 clusters Score -789598.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -789770.937500 Penalty: 4369.840332
	Iteration 15Q: 3 clusters Score -789770.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -789922.125000 Penalty: 4369.840332
	Iteration 16Q: 3 clusters Score -789922.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -790077.625000 Penalty: 4369.840332
	Iteration 17Q: 3 clusters Score -790077.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -790203.187500 Penalty: 4369.840332
	Iteration 18Q: 3 clusters Score -790203.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -790304.937500 Penalty: 4369.840332
	Iteration 19Q: 3 clusters Score -790304.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -790376.437500 Penalty: 4369.840332
	Iteration 20F: 3 clusters Score -790376.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -790426.375000 Penalty: 4369.840332
	Iteration 21Q: 3 clusters Score -790426.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -790470.562500 Penalty: 4369.840332
	Iteration 22Q: 3 clusters Score -790470.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -790500.687500 Penalty: 4369.840332
	Iteration 23Q: 3 clusters Score -790500.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -790525.875000 Penalty: 4369.840332
	Iteration 24Q: 3 clusters Score -790525.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -790543.875000 Penalty: 4369.840332
	Iteration 25Q: 3 clusters Score -790543.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -790553.000000 Penalty: 4369.840332
	Iteration 26Q: 3 clusters Score -790553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -790560.812500 Penalty: 4369.840332
	Iteration 27Q: 3 clusters Score -790560.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -790567.562500 Penalty: 4369.840332
	Iteration 28Q: 3 clusters Score -790567.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -790570.250000 Penalty: 4369.840332
	Iteration 29Q: 3 clusters Score -790570.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -790571.375000 Penalty: 4369.840332
	Iteration 30Q: 3 clusters Score -790571.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -790575.750000 Penalty: 4369.840332
	Iteration 31Q: 3 clusters Score -790575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -790574.125000 Penalty: 4369.840332
	Iteration 32Q: 3 clusters Score -790574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -790574.437500 Penalty: 4369.840332
	Iteration 33Q: 3 clusters Score -790574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -790575.625000 Penalty: 4369.840332
	Iteration 34Q: 3 clusters Score -790575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -790576.437500 Penalty: 4369.840332
	Iteration 35Q: 3 clusters Score -790576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -790576.500000 Penalty: 4369.840332
	Iteration 36Q: 3 clusters Score -790576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -790576.062500 Penalty: 4369.840332
	Iteration 37Q: 3 clusters Score -790576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -790578.875000 Penalty: 4369.840332
	Iteration 38Q: 3 clusters Score -790578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -790577.875000 Penalty: 4369.840332
	Iteration 39Q: 3 clusters Score -790577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -790579.687500 Penalty: 4369.840332
	Iteration 40F: 3 clusters Score -790579.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -790581.000000 Penalty: 4369.840332
	Iteration 41Q: 3 clusters Score -790581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -790580.187500 Penalty: 4369.840332
	Iteration 42Q: 3 clusters Score -790580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -790581.562500 Penalty: 4369.840332
	Iteration 43Q: 3 clusters Score -790581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -790583.125000 Penalty: 4369.840332
	Iteration 44Q: 3 clusters Score -790583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -790584.750000 Penalty: 4369.840332
	Iteration 45Q: 3 clusters Score -790584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -790583.250000 Penalty: 4369.840332
	Iteration 46Q: 3 clusters Score -790583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -790584.062500 Penalty: 4369.840332
	Iteration 47Q: 3 clusters Score -790584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -790585.187500 Penalty: 4369.840332
	Iteration 48Q: 3 clusters Score -790585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -790585.187500 Penalty: 4369.840332
	Iteration 49F: 3 clusters Score -790585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Entering Unmasked Estep 
Score: -914435.812500 Penalty: 2217.730225
	Iteration 0F: 2 clusters Score -914435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -908289.187500 Penalty: 4435.460449
	Iteration 0F: 3 clusters Score -908289.2 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -910081.875000 Penalty: 4435.460449
	Iteration 1F: 3 clusters Score -910081.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -910459.187500 Penalty: 4435.460449
	Iteration 2F: 3 clusters Score -910459.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -910729.875000 Penalty: 4435.460449
	Iteration 3F: 3 clusters Score -910729.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -910955.437500 Penalty: 4435.460449
	Iteration 4Q: 3 clusters Score -910955.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -911142.062500 Penalty: 4435.460449
	Iteration 5Q: 3 clusters Score -911142.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -911327.312500 Penalty: 4435.460449
	Iteration 6Q: 3 clusters Score -911327.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -911521.875000 Penalty: 4435.460449
	Iteration 7Q: 3 clusters Score -911521.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -911689.437500 Penalty: 4435.460449
	Iteration 8Q: 3 clusters Score -911689.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -911849.000000 Penalty: 4435.460449
	Iteration 9Q: 3 clusters Score -911849 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -911997.625000 Penalty: 4435.460449
	Iteration 10Q: 3 clusters Score -911997.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -912142.000000 Penalty: 4435.460449
	Iteration 11Q: 3 clusters Score -912142 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -912271.062500 Penalty: 4435.460449
	Iteration 12Q: 3 clusters Score -912271.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -912394.937500 Penalty: 4435.460449
	Iteration 13Q: 3 clusters Score -912394.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -912544.687500 Penalty: 4435.460449
	Iteration 14Q: 3 clusters Score -912544.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -912749.562500 Penalty: 4435.460449
	Iteration 15Q: 3 clusters Score -912749.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -913019.187500 Penalty: 4435.460449
	Iteration 16Q: 3 clusters Score -913019.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -913312.500000 Penalty: 4435.460449
	Iteration 17Q: 3 clusters Score -913312.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -913635.375000 Penalty: 4435.460449
	Iteration 18Q: 3 clusters Score -913635.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -913852.187500 Penalty: 4435.460449
	Iteration 19Q: 3 clusters Score -913852.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -913965.812500 Penalty: 4435.460449
	Iteration 20F: 3 clusters Score -913965.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -914023.750000 Penalty: 4435.460449
	Iteration 21Q: 3 clusters Score -914023.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -914053.875000 Penalty: 4435.460449
	Iteration 22Q: 3 clusters Score -914053.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -914072.562500 Penalty: 4435.460449
	Iteration 23Q: 3 clusters Score -914072.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -914089.625000 Penalty: 4435.460449
	Iteration 24Q: 3 clusters Score -914089.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -914104.875000 Penalty: 4435.460449
	Iteration 25Q: 3 clusters Score -914104.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -914110.750000 Penalty: 4435.460449
	Iteration 26Q: 3 clusters Score -914110.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -914119.125000 Penalty: 4435.460449
	Iteration 27Q: 3 clusters Score -914119.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -914123.562500 Penalty: 4435.460449
	Iteration 28Q: 3 clusters Score -914123.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -914129.125000 Penalty: 4435.460449
	Iteration 29Q: 3 clusters Score -914129.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -914135.562500 Penalty: 4435.460449
	Iteration 30Q: 3 clusters Score -914135.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -914144.875000 Penalty: 4435.460449
	Iteration 31Q: 3 clusters Score -914144.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -914146.625000 Penalty: 4435.460449
	Iteration 32Q: 3 clusters Score -914146.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -914155.187500 Penalty: 4435.460449
	Iteration 33Q: 3 clusters Score -914155.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -914164.625000 Penalty: 4435.460449
	Iteration 34Q: 3 clusters Score -914164.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -914174.625000 Penalty: 4435.460449
	Iteration 35Q: 3 clusters Score -914174.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -914193.875000 Penalty: 4435.460449
	Iteration 36Q: 3 clusters Score -914193.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -914219.937500 Penalty: 4435.460449
	Iteration 37Q: 3 clusters Score -914219.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -914252.062500 Penalty: 4435.460449
	Iteration 38Q: 3 clusters Score -914252.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -914307.875000 Penalty: 4435.460449
	Iteration 39Q: 3 clusters Score -914307.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -914412.625000 Penalty: 4435.460449
	Iteration 40F: 3 clusters Score -914412.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -914541.125000 Penalty: 4435.460449
	Iteration 41Q: 3 clusters Score -914541.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -914667.375000 Penalty: 4435.460449
	Iteration 42Q: 3 clusters Score -914667.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -914730.312500 Penalty: 4435.460449
	Iteration 43Q: 3 clusters Score -914730.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -914752.125000 Penalty: 4435.460449
	Iteration 44Q: 3 clusters Score -914752.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -914757.187500 Penalty: 4435.460449
	Iteration 45Q: 3 clusters Score -914757.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -914763.000000 Penalty: 4435.460449
	Iteration 46Q: 3 clusters Score -914763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -914761.937500 Penalty: 4435.460449
	Iteration 47Q: 3 clusters Score -914761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -914763.062500 Penalty: 4435.460449
	Iteration 48Q: 3 clusters Score -914763.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -914761.937500 Penalty: 4435.460449
	Iteration 49Q: 3 clusters Score -914761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -914764.375000 Penalty: 4435.460449
	Iteration 50Q: 3 clusters Score -914764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -914766.062500 Penalty: 4435.460449
	Iteration 51Q: 3 clusters Score -914766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -914766.062500 Penalty: 4435.460449
	Iteration 52F: 3 clusters Score -914766.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29824 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 5019 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 7856 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11793 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37839 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9733 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27810 members 
Mstep: Class 32 contains 2631 members 
Entering Unmasked Estep 
Score: -35703280.000000 Penalty: 100627.492188
Splitting cluster 7 changes total score from -35703880.000000 to -35703280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (21775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Entering Unmasked Estep 
Score: -2554149.250000 Penalty: 2477.152344
	Iteration 0F: 2 clusters Score -2554149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2538941.750000 Penalty: 4954.304688
	Iteration 0F: 3 clusters Score -2538942 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2544378.750000 Penalty: 4954.304688
	Iteration 1F: 3 clusters Score -2544379 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2544968.000000 Penalty: 4954.304688
	Iteration 2F: 3 clusters Score -2544968 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2545553.750000 Penalty: 4954.304688
	Iteration 3F: 3 clusters Score -2545554 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2546124.250000 Penalty: 4954.304688
	Iteration 4F: 3 clusters Score -2546124 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2546733.750000 Penalty: 4954.304688
	Iteration 5F: 3 clusters Score -2546734 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2547446.750000 Penalty: 4954.304688
	Iteration 6F: 3 clusters Score -2547447 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2548196.250000 Penalty: 4954.304688
	Iteration 7F: 3 clusters Score -2548196 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2548871.000000 Penalty: 4954.304688
	Iteration 8F: 3 clusters Score -2548871 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2549432.750000 Penalty: 4954.304688
	Iteration 9Q: 3 clusters Score -2549433 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2549958.750000 Penalty: 4954.304688
	Iteration 10Q: 3 clusters Score -2549959 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2550426.750000 Penalty: 4954.304688
	Iteration 11Q: 3 clusters Score -2550427 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2550813.250000 Penalty: 4954.304688
	Iteration 12Q: 3 clusters Score -2550813 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2551116.500000 Penalty: 4954.304688
	Iteration 13Q: 3 clusters Score -2551116 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2551388.500000 Penalty: 4954.304688
	Iteration 14Q: 3 clusters Score -2551388 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2551607.750000 Penalty: 4954.304688
	Iteration 15Q: 3 clusters Score -2551608 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2551779.250000 Penalty: 4954.304688
	Iteration 16Q: 3 clusters Score -2551779 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2551889.250000 Penalty: 4954.304688
	Iteration 17Q: 3 clusters Score -2551889 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2551982.500000 Penalty: 4954.304688
	Iteration 18Q: 3 clusters Score -2551982 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2552046.750000 Penalty: 4954.304688
	Iteration 19Q: 3 clusters Score -2552047 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2552106.250000 Penalty: 4954.304688
	Iteration 20F: 3 clusters Score -2552106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2552153.000000 Penalty: 4954.304688
	Iteration 21Q: 3 clusters Score -2552153 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2552189.750000 Penalty: 4954.304688
	Iteration 22Q: 3 clusters Score -2552190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2552205.500000 Penalty: 4954.304688
	Iteration 23Q: 3 clusters Score -2552206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2552227.250000 Penalty: 4954.304688
	Iteration 24Q: 3 clusters Score -2552227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2552255.250000 Penalty: 4954.304688
	Iteration 25Q: 3 clusters Score -2552255 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2552271.500000 Penalty: 4954.304688
	Iteration 26Q: 3 clusters Score -2552272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2552288.750000 Penalty: 4954.304688
	Iteration 27Q: 3 clusters Score -2552289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2552300.000000 Penalty: 4954.304688
	Iteration 28Q: 3 clusters Score -2552300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2552316.750000 Penalty: 4954.304688
	Iteration 29Q: 3 clusters Score -2552317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2552325.250000 Penalty: 4954.304688
	Iteration 30Q: 3 clusters Score -2552325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2552336.500000 Penalty: 4954.304688
	Iteration 31Q: 3 clusters Score -2552336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2552346.250000 Penalty: 4954.304688
	Iteration 32Q: 3 clusters Score -2552346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2552359.500000 Penalty: 4954.304688
	Iteration 33Q: 3 clusters Score -2552360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2552360.750000 Penalty: 4954.304688
	Iteration 34Q: 3 clusters Score -2552361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2552365.750000 Penalty: 4954.304688
	Iteration 35Q: 3 clusters Score -2552366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2552378.250000 Penalty: 4954.304688
	Iteration 36Q: 3 clusters Score -2552378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2552383.250000 Penalty: 4954.304688
	Iteration 37Q: 3 clusters Score -2552383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2552386.000000 Penalty: 4954.304688
	Iteration 38Q: 3 clusters Score -2552386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2552382.750000 Penalty: 4954.304688
	Iteration 39Q: 3 clusters Score -2552383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2552386.250000 Penalty: 4954.304688
	Iteration 40F: 3 clusters Score -2552386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2552385.750000 Penalty: 4954.304688
	Iteration 41Q: 3 clusters Score -2552386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2552386.500000 Penalty: 4954.304688
	Iteration 42Q: 3 clusters Score -2552386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2552386.500000 Penalty: 4954.304688
	Iteration 43F: 3 clusters Score -2552386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Entering Unmasked Estep 
Score: -1032003.312500 Penalty: 2265.739746
	Iteration 0F: 2 clusters Score -1032003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1024812.187500 Penalty: 4531.479492
	Iteration 0F: 3 clusters Score -1024812 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1026909.437500 Penalty: 4531.479492
	Iteration 1F: 3 clusters Score -1026909 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1027287.937500 Penalty: 4531.479492
	Iteration 2F: 3 clusters Score -1027288 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1027588.000000 Penalty: 4531.479492
	Iteration 3F: 3 clusters Score -1027588 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1027827.812500 Penalty: 4531.479492
	Iteration 4F: 3 clusters Score -1027828 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1028045.000000 Penalty: 4531.479492
	Iteration 5Q: 3 clusters Score -1028045 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1028276.875000 Penalty: 4531.479492
	Iteration 6Q: 3 clusters Score -1028277 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1028522.687500 Penalty: 4531.479492
	Iteration 7Q: 3 clusters Score -1028523 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1028776.812500 Penalty: 4531.479492
	Iteration 8Q: 3 clusters Score -1028777 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1029005.812500 Penalty: 4531.479492
	Iteration 9Q: 3 clusters Score -1029006 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1029230.750000 Penalty: 4531.479492
	Iteration 10Q: 3 clusters Score -1029231 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1029440.125000 Penalty: 4531.479492
	Iteration 11Q: 3 clusters Score -1029440 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1029616.000000 Penalty: 4531.479492
	Iteration 12Q: 3 clusters Score -1029616 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1029750.875000 Penalty: 4531.479492
	Iteration 13Q: 3 clusters Score -1029751 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1029841.250000 Penalty: 4531.479492
	Iteration 14Q: 3 clusters Score -1029841 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1029921.562500 Penalty: 4531.479492
	Iteration 15Q: 3 clusters Score -1029922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1029983.687500 Penalty: 4531.479492
	Iteration 16Q: 3 clusters Score -1029984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1030025.875000 Penalty: 4531.479492
	Iteration 17Q: 3 clusters Score -1030026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1030062.312500 Penalty: 4531.479492
	Iteration 18Q: 3 clusters Score -1030062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1030089.250000 Penalty: 4531.479492
	Iteration 19Q: 3 clusters Score -1030089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1030118.062500 Penalty: 4531.479492
	Iteration 20F: 3 clusters Score -1030118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1030139.812500 Penalty: 4531.479492
	Iteration 21Q: 3 clusters Score -1030140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1030160.187500 Penalty: 4531.479492
	Iteration 22Q: 3 clusters Score -1030160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1030177.625000 Penalty: 4531.479492
	Iteration 23Q: 3 clusters Score -1030178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1030184.000000 Penalty: 4531.479492
	Iteration 24Q: 3 clusters Score -1030184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1030185.312500 Penalty: 4531.479492
	Iteration 25Q: 3 clusters Score -1030185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1030193.437500 Penalty: 4531.479492
	Iteration 26Q: 3 clusters Score -1030193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1030193.062500 Penalty: 4531.479492
	Iteration 27Q: 3 clusters Score -1030193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1030195.812500 Penalty: 4531.479492
	Iteration 28Q: 3 clusters Score -1030196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1030199.375000 Penalty: 4531.479492
	Iteration 29Q: 3 clusters Score -1030199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1030199.437500 Penalty: 4531.479492
	Iteration 30Q: 3 clusters Score -1030199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1030200.750000 Penalty: 4531.479492
	Iteration 31Q: 3 clusters Score -1030201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1030200.125000 Penalty: 4531.479492
	Iteration 32Q: 3 clusters Score -1030200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1030201.125000 Penalty: 4531.479492
	Iteration 33Q: 3 clusters Score -1030201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1030204.000000 Penalty: 4531.479492
	Iteration 34Q: 3 clusters Score -1030204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1030205.250000 Penalty: 4531.479492
	Iteration 35Q: 3 clusters Score -1030205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1030207.000000 Penalty: 4531.479492
	Iteration 36Q: 3 clusters Score -1030207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1030210.187500 Penalty: 4531.479492
	Iteration 37Q: 3 clusters Score -1030210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1030210.312500 Penalty: 4531.479492
	Iteration 38Q: 3 clusters Score -1030210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1030213.562500 Penalty: 4531.479492
	Iteration 39Q: 3 clusters Score -1030214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1030216.687500 Penalty: 4531.479492
	Iteration 40F: 3 clusters Score -1030217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1030220.562500 Penalty: 4531.479492
	Iteration 41Q: 3 clusters Score -1030221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1030221.750000 Penalty: 4531.479492
	Iteration 42Q: 3 clusters Score -1030222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1030224.312500 Penalty: 4531.479492
	Iteration 43Q: 3 clusters Score -1030224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1030226.250000 Penalty: 4531.479492
	Iteration 44Q: 3 clusters Score -1030226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1030228.312500 Penalty: 4531.479492
	Iteration 45Q: 3 clusters Score -1030228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1030232.875000 Penalty: 4531.479492
	Iteration 46Q: 3 clusters Score -1030233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1030235.562500 Penalty: 4531.479492
	Iteration 47Q: 3 clusters Score -1030236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1030235.312500 Penalty: 4531.479492
	Iteration 48Q: 3 clusters Score -1030235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1030237.187500 Penalty: 4531.479492
	Iteration 49Q: 3 clusters Score -1030237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1030236.000000 Penalty: 4531.479492
	Iteration 50Q: 3 clusters Score -1030236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1030239.375000 Penalty: 4531.479492
	Iteration 51Q: 3 clusters Score -1030239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1030240.062500 Penalty: 4531.479492
	Iteration 52Q: 3 clusters Score -1030240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1030239.937500 Penalty: 4531.479492
	Iteration 53Q: 3 clusters Score -1030240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1030240.375000 Penalty: 4531.479492
	Iteration 54Q: 3 clusters Score -1030240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1030240.375000 Penalty: 4531.479492
	Iteration 55F: 3 clusters Score -1030240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -764603.625000 Penalty: 2172.553467
	Iteration 0F: 2 clusters Score -764603.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -759207.562500 Penalty: 4345.106934
	Iteration 0F: 3 clusters Score -759207.6 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -760551.812500 Penalty: 4345.106934
	Iteration 1F: 3 clusters Score -760551.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -760781.750000 Penalty: 4345.106934
	Iteration 2F: 3 clusters Score -760781.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -760944.937500 Penalty: 4345.106934
	Iteration 3F: 3 clusters Score -760944.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -761072.812500 Penalty: 4345.106934
	Iteration 4Q: 3 clusters Score -761072.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -761163.937500 Penalty: 4345.106934
	Iteration 5Q: 3 clusters Score -761163.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -761249.937500 Penalty: 4345.106934
	Iteration 6Q: 3 clusters Score -761249.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -761323.687500 Penalty: 4345.106934
	Iteration 7Q: 3 clusters Score -761323.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -761393.375000 Penalty: 4345.106934
	Iteration 8Q: 3 clusters Score -761393.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -761469.750000 Penalty: 4345.106934
	Iteration 9Q: 3 clusters Score -761469.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -761551.437500 Penalty: 4345.106934
	Iteration 10Q: 3 clusters Score -761551.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -761632.937500 Penalty: 4345.106934
	Iteration 11Q: 3 clusters Score -761632.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -761724.187500 Penalty: 4345.106934
	Iteration 12Q: 3 clusters Score -761724.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -761825.937500 Penalty: 4345.106934
	Iteration 13Q: 3 clusters Score -761825.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -761943.625000 Penalty: 4345.106934
	Iteration 14Q: 3 clusters Score -761943.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -762058.875000 Penalty: 4345.106934
	Iteration 15Q: 3 clusters Score -762058.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -762153.312500 Penalty: 4345.106934
	Iteration 16Q: 3 clusters Score -762153.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -762230.187500 Penalty: 4345.106934
	Iteration 17Q: 3 clusters Score -762230.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -762306.750000 Penalty: 4345.106934
	Iteration 18Q: 3 clusters Score -762306.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -762385.937500 Penalty: 4345.106934
	Iteration 19Q: 3 clusters Score -762385.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -762453.937500 Penalty: 4345.106934
	Iteration 20F: 3 clusters Score -762453.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -762517.500000 Penalty: 4345.106934
	Iteration 21Q: 3 clusters Score -762517.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -762565.062500 Penalty: 4345.106934
	Iteration 22Q: 3 clusters Score -762565.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -762604.875000 Penalty: 4345.106934
	Iteration 23Q: 3 clusters Score -762604.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -762634.187500 Penalty: 4345.106934
	Iteration 24Q: 3 clusters Score -762634.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -762657.312500 Penalty: 4345.106934
	Iteration 25Q: 3 clusters Score -762657.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -762679.250000 Penalty: 4345.106934
	Iteration 26Q: 3 clusters Score -762679.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -762698.625000 Penalty: 4345.106934
	Iteration 27Q: 3 clusters Score -762698.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -762710.062500 Penalty: 4345.106934
	Iteration 28Q: 3 clusters Score -762710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -762722.812500 Penalty: 4345.106934
	Iteration 29Q: 3 clusters Score -762722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -762734.500000 Penalty: 4345.106934
	Iteration 30Q: 3 clusters Score -762734.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -762743.312500 Penalty: 4345.106934
	Iteration 31Q: 3 clusters Score -762743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -762755.000000 Penalty: 4345.106934
	Iteration 32Q: 3 clusters Score -762755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -762758.312500 Penalty: 4345.106934
	Iteration 33Q: 3 clusters Score -762758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -762763.000000 Penalty: 4345.106934
	Iteration 34Q: 3 clusters Score -762763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -762765.062500 Penalty: 4345.106934
	Iteration 35Q: 3 clusters Score -762765.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -762768.625000 Penalty: 4345.106934
	Iteration 36Q: 3 clusters Score -762768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -762767.187500 Penalty: 4345.106934
	Iteration 37Q: 3 clusters Score -762767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -762768.750000 Penalty: 4345.106934
	Iteration 38Q: 3 clusters Score -762768.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -762769.937500 Penalty: 4345.106934
	Iteration 39Q: 3 clusters Score -762769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -762772.937500 Penalty: 4345.106934
	Iteration 40F: 3 clusters Score -762772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -193558.671875 Penalty: 1827.504639
	Iteration 0F: 2 clusters Score -193558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -191158.578125 Penalty: 3655.009277
	Iteration 0F: 3 clusters Score -191158.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191542.531250 Penalty: 3655.009277
	Iteration 1F: 3 clusters Score -191542.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -191659.656250 Penalty: 3655.009277
	Iteration 2F: 3 clusters Score -191659.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -191711.515625 Penalty: 3655.009277
	Iteration 3Q: 3 clusters Score -191711.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -191743.734375 Penalty: 3655.009277
	Iteration 4Q: 3 clusters Score -191743.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -191759.546875 Penalty: 3655.009277
	Iteration 5Q: 3 clusters Score -191759.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -191770.203125 Penalty: 3655.009277
	Iteration 6Q: 3 clusters Score -191770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -191780.875000 Penalty: 3655.009277
	Iteration 7Q: 3 clusters Score -191780.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -191796.234375 Penalty: 3655.009277
	Iteration 8Q: 3 clusters Score -191796.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -191813.359375 Penalty: 3655.009277
	Iteration 9Q: 3 clusters Score -191813.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -191824.656250 Penalty: 3655.009277
	Iteration 10Q: 3 clusters Score -191824.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191830.703125 Penalty: 3655.009277
	Iteration 11Q: 3 clusters Score -191830.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -191838.437500 Penalty: 3655.009277
	Iteration 12Q: 3 clusters Score -191838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191848.203125 Penalty: 3655.009277
	Iteration 13Q: 3 clusters Score -191848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191855.328125 Penalty: 3655.009277
	Iteration 14Q: 3 clusters Score -191855.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -191859.578125 Penalty: 3655.009277
	Iteration 15Q: 3 clusters Score -191859.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -191865.843750 Penalty: 3655.009277
	Iteration 16Q: 3 clusters Score -191865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -191868.390625 Penalty: 3655.009277
	Iteration 17Q: 3 clusters Score -191868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -191871.343750 Penalty: 3655.009277
	Iteration 18Q: 3 clusters Score -191871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -191873.421875 Penalty: 3655.009277
	Iteration 19Q: 3 clusters Score -191873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191875.203125 Penalty: 3655.009277
	Iteration 20F: 3 clusters Score -191875.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191879.718750 Penalty: 3655.009277
	Iteration 21Q: 3 clusters Score -191879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -191881.609375 Penalty: 3655.009277
	Iteration 22Q: 3 clusters Score -191881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -191882.734375 Penalty: 3655.009277
	Iteration 23Q: 3 clusters Score -191882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -191883.468750 Penalty: 3655.009277
	Iteration 24Q: 3 clusters Score -191883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -191883.687500 Penalty: 3655.009277
	Iteration 25Q: 3 clusters Score -191883.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -191883.687500 Penalty: 3655.009277
	Iteration 26F: 3 clusters Score -191883.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Entering Unmasked Estep 
Score: -1029547.750000 Penalty: 2304.853027
	Iteration 0F: 2 clusters Score -1029548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1021368.875000 Penalty: 4609.706055
	Iteration 0F: 3 clusters Score -1021369 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1024146.750000 Penalty: 4609.706055
	Iteration 1F: 3 clusters Score -1024147 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1024735.062500 Penalty: 4609.706055
	Iteration 2F: 3 clusters Score -1024735 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1025216.437500 Penalty: 4609.706055
	Iteration 3F: 3 clusters Score -1025216 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1025580.187500 Penalty: 4609.706055
	Iteration 4F: 3 clusters Score -1025580 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1025859.125000 Penalty: 4609.706055
	Iteration 5Q: 3 clusters Score -1025859 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1026118.312500 Penalty: 4609.706055
	Iteration 6Q: 3 clusters Score -1026118 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1026382.937500 Penalty: 4609.706055
	Iteration 7Q: 3 clusters Score -1026383 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1026632.937500 Penalty: 4609.706055
	Iteration 8Q: 3 clusters Score -1026633 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1026859.437500 Penalty: 4609.706055
	Iteration 9Q: 3 clusters Score -1026859 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1027076.187500 Penalty: 4609.706055
	Iteration 10Q: 3 clusters Score -1027076 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1027228.125000 Penalty: 4609.706055
	Iteration 11Q: 3 clusters Score -1027228 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1027338.250000 Penalty: 4609.706055
	Iteration 12Q: 3 clusters Score -1027338 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1027447.250000 Penalty: 4609.706055
	Iteration 13Q: 3 clusters Score -1027447 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1027557.625000 Penalty: 4609.706055
	Iteration 14Q: 3 clusters Score -1027558 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1027648.062500 Penalty: 4609.706055
	Iteration 15Q: 3 clusters Score -1027648 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1027717.062500 Penalty: 4609.706055
	Iteration 16Q: 3 clusters Score -1027717 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1027775.375000 Penalty: 4609.706055
	Iteration 17Q: 3 clusters Score -1027775 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1027826.000000 Penalty: 4609.706055
	Iteration 18Q: 3 clusters Score -1027826 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1027862.562500 Penalty: 4609.706055
	Iteration 19Q: 3 clusters Score -1027863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1027891.937500 Penalty: 4609.706055
	Iteration 20F: 3 clusters Score -1027892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1027922.687500 Penalty: 4609.706055
	Iteration 21Q: 3 clusters Score -1027923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1027949.000000 Penalty: 4609.706055
	Iteration 22Q: 3 clusters Score -1027949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1027973.812500 Penalty: 4609.706055
	Iteration 23Q: 3 clusters Score -1027974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1028005.500000 Penalty: 4609.706055
	Iteration 24Q: 3 clusters Score -1028006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1028049.875000 Penalty: 4609.706055
	Iteration 25Q: 3 clusters Score -1028050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1028088.875000 Penalty: 4609.706055
	Iteration 26Q: 3 clusters Score -1028089 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1028122.812500 Penalty: 4609.706055
	Iteration 27Q: 3 clusters Score -1028123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1028153.625000 Penalty: 4609.706055
	Iteration 28Q: 3 clusters Score -1028154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1028178.937500 Penalty: 4609.706055
	Iteration 29Q: 3 clusters Score -1028179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1028202.437500 Penalty: 4609.706055
	Iteration 30Q: 3 clusters Score -1028202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1028223.062500 Penalty: 4609.706055
	Iteration 31Q: 3 clusters Score -1028223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1028242.312500 Penalty: 4609.706055
	Iteration 32Q: 3 clusters Score -1028242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1028254.625000 Penalty: 4609.706055
	Iteration 33Q: 3 clusters Score -1028255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1028266.125000 Penalty: 4609.706055
	Iteration 34Q: 3 clusters Score -1028266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1028274.062500 Penalty: 4609.706055
	Iteration 35Q: 3 clusters Score -1028274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1028278.375000 Penalty: 4609.706055
	Iteration 36Q: 3 clusters Score -1028278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1028285.000000 Penalty: 4609.706055
	Iteration 37Q: 3 clusters Score -1028285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1028292.125000 Penalty: 4609.706055
	Iteration 38Q: 3 clusters Score -1028292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1028295.062500 Penalty: 4609.706055
	Iteration 39Q: 3 clusters Score -1028295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1028306.875000 Penalty: 4609.706055
	Iteration 40F: 3 clusters Score -1028307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1028314.250000 Penalty: 4609.706055
	Iteration 41Q: 3 clusters Score -1028314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1028321.625000 Penalty: 4609.706055
	Iteration 42Q: 3 clusters Score -1028322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1028323.375000 Penalty: 4609.706055
	Iteration 43Q: 3 clusters Score -1028323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1028324.000000 Penalty: 4609.706055
	Iteration 44Q: 3 clusters Score -1028324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1028326.312500 Penalty: 4609.706055
	Iteration 45Q: 3 clusters Score -1028326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1028326.500000 Penalty: 4609.706055
	Iteration 46Q: 3 clusters Score -1028326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1028327.687500 Penalty: 4609.706055
	Iteration 47Q: 3 clusters Score -1028328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1028329.000000 Penalty: 4609.706055
	Iteration 48Q: 3 clusters Score -1028329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1028328.500000 Penalty: 4609.706055
	Iteration 49Q: 3 clusters Score -1028328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1028331.875000 Penalty: 4609.706055
	Iteration 50Q: 3 clusters Score -1028332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1028330.125000 Penalty: 4609.706055
	Iteration 51Q: 3 clusters Score -1028330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1028329.875000 Penalty: 4609.706055
	Iteration 52Q: 3 clusters Score -1028330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1028330.687500 Penalty: 4609.706055
	Iteration 53Q: 3 clusters Score -1028331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1028331.437500 Penalty: 4609.706055
	Iteration 54Q: 3 clusters Score -1028331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1028332.312500 Penalty: 4609.706055
	Iteration 55Q: 3 clusters Score -1028332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1028333.250000 Penalty: 4609.706055
	Iteration 56Q: 3 clusters Score -1028333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1028334.250000 Penalty: 4609.706055
	Iteration 57Q: 3 clusters Score -1028334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1028334.687500 Penalty: 4609.706055
	Iteration 58Q: 3 clusters Score -1028335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1028335.062500 Penalty: 4609.706055
	Iteration 59Q: 3 clusters Score -1028335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1028334.437500 Penalty: 4609.706055
	Iteration 60F: 3 clusters Score -1028334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Entering Unmasked Estep 
Score: -1807984.250000 Penalty: 2384.074219
	Iteration 0F: 2 clusters Score -1807984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1797197.625000 Penalty: 4768.148438
	Iteration 0F: 3 clusters Score -1797198 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1800920.750000 Penalty: 4768.148438
	Iteration 1F: 3 clusters Score -1800921 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1801620.625000 Penalty: 4768.148438
	Iteration 2F: 3 clusters Score -1801621 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1802292.000000 Penalty: 4768.148438
	Iteration 3F: 3 clusters Score -1802292 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1802871.125000 Penalty: 4768.148438
	Iteration 4F: 3 clusters Score -1802871 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1803305.000000 Penalty: 4768.148438
	Iteration 5F: 3 clusters Score -1803305 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1803606.000000 Penalty: 4768.148438
	Iteration 6Q: 3 clusters Score -1803606 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1803819.625000 Penalty: 4768.148438
	Iteration 7Q: 3 clusters Score -1803820 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1803963.000000 Penalty: 4768.148438
	Iteration 8Q: 3 clusters Score -1803963 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1804061.875000 Penalty: 4768.148438
	Iteration 9Q: 3 clusters Score -1804062 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1804142.375000 Penalty: 4768.148438
	Iteration 10Q: 3 clusters Score -1804142 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1804216.625000 Penalty: 4768.148438
	Iteration 11Q: 3 clusters Score -1804217 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1804276.125000 Penalty: 4768.148438
	Iteration 12Q: 3 clusters Score -1804276 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1804335.625000 Penalty: 4768.148438
	Iteration 13Q: 3 clusters Score -1804336 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1804395.000000 Penalty: 4768.148438
	Iteration 14Q: 3 clusters Score -1804395 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1804479.000000 Penalty: 4768.148438
	Iteration 15Q: 3 clusters Score -1804479 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1804583.625000 Penalty: 4768.148438
	Iteration 16Q: 3 clusters Score -1804584 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1804689.000000 Penalty: 4768.148438
	Iteration 17Q: 3 clusters Score -1804689 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1804821.250000 Penalty: 4768.148438
	Iteration 18Q: 3 clusters Score -1804821 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1804992.750000 Penalty: 4768.148438
	Iteration 19Q: 3 clusters Score -1804993 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1805218.375000 Penalty: 4768.148438
	Iteration 20F: 3 clusters Score -1805218 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1805480.750000 Penalty: 4768.148438
	Iteration 21Q: 3 clusters Score -1805481 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1805786.875000 Penalty: 4768.148438
	Iteration 22Q: 3 clusters Score -1805787 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1806082.625000 Penalty: 4768.148438
	Iteration 23Q: 3 clusters Score -1806083 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1806371.000000 Penalty: 4768.148438
	Iteration 24Q: 3 clusters Score -1806371 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1806634.125000 Penalty: 4768.148438
	Iteration 25Q: 3 clusters Score -1806634 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1806863.500000 Penalty: 4768.148438
	Iteration 26Q: 3 clusters Score -1806864 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1807037.500000 Penalty: 4768.148438
	Iteration 27Q: 3 clusters Score -1807038 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1807141.375000 Penalty: 4768.148438
	Iteration 28Q: 3 clusters Score -1807141 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1807183.875000 Penalty: 4768.148438
	Iteration 29Q: 3 clusters Score -1807184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1807226.375000 Penalty: 4768.148438
	Iteration 30Q: 3 clusters Score -1807226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1807257.125000 Penalty: 4768.148438
	Iteration 31Q: 3 clusters Score -1807257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1807279.500000 Penalty: 4768.148438
	Iteration 32Q: 3 clusters Score -1807280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1807296.750000 Penalty: 4768.148438
	Iteration 33Q: 3 clusters Score -1807297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1807301.750000 Penalty: 4768.148438
	Iteration 34Q: 3 clusters Score -1807302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1807310.750000 Penalty: 4768.148438
	Iteration 35Q: 3 clusters Score -1807311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1807312.625000 Penalty: 4768.148438
	Iteration 36Q: 3 clusters Score -1807313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1807316.250000 Penalty: 4768.148438
	Iteration 37Q: 3 clusters Score -1807316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1807317.625000 Penalty: 4768.148438
	Iteration 38Q: 3 clusters Score -1807318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1807317.750000 Penalty: 4768.148438
	Iteration 39Q: 3 clusters Score -1807318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1807321.625000 Penalty: 4768.148438
	Iteration 40F: 3 clusters Score -1807322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1807319.750000 Penalty: 4768.148438
	Iteration 41Q: 3 clusters Score -1807320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1807319.750000 Penalty: 4768.148438
	Iteration 42F: 3 clusters Score -1807320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -443544.593750 Penalty: 2060.921875
	Iteration 0F: 2 clusters Score -443544.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -439648.156250 Penalty: 4121.843750
	Iteration 0F: 3 clusters Score -439648.2 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -440695.468750 Penalty: 4121.843750
	Iteration 1F: 3 clusters Score -440695.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -440985.468750 Penalty: 4121.843750
	Iteration 2F: 3 clusters Score -440985.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -441224.187500 Penalty: 4121.843750
	Iteration 3F: 3 clusters Score -441224.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -441397.375000 Penalty: 4121.843750
	Iteration 4F: 3 clusters Score -441397.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -441542.156250 Penalty: 4121.843750
	Iteration 5Q: 3 clusters Score -441542.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -441653.687500 Penalty: 4121.843750
	Iteration 6Q: 3 clusters Score -441653.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -441723.937500 Penalty: 4121.843750
	Iteration 7Q: 3 clusters Score -441723.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -441790.375000 Penalty: 4121.843750
	Iteration 8Q: 3 clusters Score -441790.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -441856.375000 Penalty: 4121.843750
	Iteration 9Q: 3 clusters Score -441856.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -441908.875000 Penalty: 4121.843750
	Iteration 10Q: 3 clusters Score -441908.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -441951.468750 Penalty: 4121.843750
	Iteration 11Q: 3 clusters Score -441951.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -441988.656250 Penalty: 4121.843750
	Iteration 12Q: 3 clusters Score -441988.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -442017.187500 Penalty: 4121.843750
	Iteration 13Q: 3 clusters Score -442017.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -442040.468750 Penalty: 4121.843750
	Iteration 14Q: 3 clusters Score -442040.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -442065.750000 Penalty: 4121.843750
	Iteration 15Q: 3 clusters Score -442065.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -442100.875000 Penalty: 4121.843750
	Iteration 16Q: 3 clusters Score -442100.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -442137.343750 Penalty: 4121.843750
	Iteration 17Q: 3 clusters Score -442137.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -442160.812500 Penalty: 4121.843750
	Iteration 18Q: 3 clusters Score -442160.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -442178.656250 Penalty: 4121.843750
	Iteration 19Q: 3 clusters Score -442178.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -442191.093750 Penalty: 4121.843750
	Iteration 20F: 3 clusters Score -442191.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -442198.718750 Penalty: 4121.843750
	Iteration 21Q: 3 clusters Score -442198.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -442207.125000 Penalty: 4121.843750
	Iteration 22Q: 3 clusters Score -442207.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -442214.500000 Penalty: 4121.843750
	Iteration 23Q: 3 clusters Score -442214.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -442226.437500 Penalty: 4121.843750
	Iteration 24Q: 3 clusters Score -442226.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -442238.625000 Penalty: 4121.843750
	Iteration 25Q: 3 clusters Score -442238.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -442255.000000 Penalty: 4121.843750
	Iteration 26Q: 3 clusters Score -442255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -442276.375000 Penalty: 4121.843750
	Iteration 27Q: 3 clusters Score -442276.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -442298.093750 Penalty: 4121.843750
	Iteration 28Q: 3 clusters Score -442298.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -442313.437500 Penalty: 4121.843750
	Iteration 29Q: 3 clusters Score -442313.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -442331.093750 Penalty: 4121.843750
	Iteration 30Q: 3 clusters Score -442331.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -442349.593750 Penalty: 4121.843750
	Iteration 31Q: 3 clusters Score -442349.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -442368.625000 Penalty: 4121.843750
	Iteration 32Q: 3 clusters Score -442368.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -442397.406250 Penalty: 4121.843750
	Iteration 33Q: 3 clusters Score -442397.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -442422.000000 Penalty: 4121.843750
	Iteration 34Q: 3 clusters Score -442422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -442438.750000 Penalty: 4121.843750
	Iteration 35Q: 3 clusters Score -442438.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -442450.406250 Penalty: 4121.843750
	Iteration 36Q: 3 clusters Score -442450.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -442455.656250 Penalty: 4121.843750
	Iteration 37Q: 3 clusters Score -442455.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -442465.812500 Penalty: 4121.843750
	Iteration 38Q: 3 clusters Score -442465.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -442474.937500 Penalty: 4121.843750
	Iteration 39Q: 3 clusters Score -442474.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -442481.593750 Penalty: 4121.843750
	Iteration 40F: 3 clusters Score -442481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -442484.656250 Penalty: 4121.843750
	Iteration 41Q: 3 clusters Score -442484.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -442488.281250 Penalty: 4121.843750
	Iteration 42Q: 3 clusters Score -442488.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -442491.656250 Penalty: 4121.843750
	Iteration 43Q: 3 clusters Score -442491.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -442496.468750 Penalty: 4121.843750
	Iteration 44Q: 3 clusters Score -442496.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -442500.562500 Penalty: 4121.843750
	Iteration 45Q: 3 clusters Score -442500.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -442505.375000 Penalty: 4121.843750
	Iteration 46Q: 3 clusters Score -442505.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -442509.656250 Penalty: 4121.843750
	Iteration 47Q: 3 clusters Score -442509.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -442515.875000 Penalty: 4121.843750
	Iteration 48Q: 3 clusters Score -442515.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -442518.843750 Penalty: 4121.843750
	Iteration 49Q: 3 clusters Score -442518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -442520.375000 Penalty: 4121.843750
	Iteration 50Q: 3 clusters Score -442520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -442524.218750 Penalty: 4121.843750
	Iteration 51Q: 3 clusters Score -442524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -442524.687500 Penalty: 4121.843750
	Iteration 52Q: 3 clusters Score -442524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -442526.906250 Penalty: 4121.843750
	Iteration 53Q: 3 clusters Score -442526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -442528.906250 Penalty: 4121.843750
	Iteration 54Q: 3 clusters Score -442528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -442532.000000 Penalty: 4121.843750
	Iteration 55Q: 3 clusters Score -442532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -442535.968750 Penalty: 4121.843750
	Iteration 56Q: 3 clusters Score -442536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -442537.312500 Penalty: 4121.843750
	Iteration 57Q: 3 clusters Score -442537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -442540.062500 Penalty: 4121.843750
	Iteration 58Q: 3 clusters Score -442540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -442540.531250 Penalty: 4121.843750
	Iteration 59Q: 3 clusters Score -442540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -442541.781250 Penalty: 4121.843750
	Iteration 60F: 3 clusters Score -442541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -442542.375000 Penalty: 4121.843750
	Iteration 61Q: 3 clusters Score -442542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -442542.375000 Penalty: 4121.843750
	Iteration 62F: 3 clusters Score -442542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -911246.375000 Penalty: 2224.320312
	Iteration 0F: 2 clusters Score -911246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -904993.562500 Penalty: 4448.640625
	Iteration 0F: 3 clusters Score -904993.6 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -906965.375000 Penalty: 4448.640625
	Iteration 1F: 3 clusters Score -906965.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -907525.375000 Penalty: 4448.640625
	Iteration 2F: 3 clusters Score -907525.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -908132.062500 Penalty: 4448.640625
	Iteration 3F: 3 clusters Score -908132.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -908801.312500 Penalty: 4448.640625
	Iteration 4F: 3 clusters Score -908801.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -909439.125000 Penalty: 4448.640625
	Iteration 5F: 3 clusters Score -909439.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -910008.562500 Penalty: 4448.640625
	Iteration 6F: 3 clusters Score -910008.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -910494.875000 Penalty: 4448.640625
	Iteration 7F: 3 clusters Score -910494.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -910842.812500 Penalty: 4448.640625
	Iteration 8Q: 3 clusters Score -910842.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -911052.125000 Penalty: 4448.640625
	Iteration 9Q: 3 clusters Score -911052.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -911171.312500 Penalty: 4448.640625
	Iteration 10Q: 3 clusters Score -911171.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -911252.375000 Penalty: 4448.640625
	Iteration 11Q: 3 clusters Score -911252.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -911295.312500 Penalty: 4448.640625
	Iteration 12Q: 3 clusters Score -911295.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -911324.250000 Penalty: 4448.640625
	Iteration 13Q: 3 clusters Score -911324.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -911342.437500 Penalty: 4448.640625
	Iteration 14Q: 3 clusters Score -911342.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -911351.687500 Penalty: 4448.640625
	Iteration 15Q: 3 clusters Score -911351.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -911361.625000 Penalty: 4448.640625
	Iteration 16Q: 3 clusters Score -911361.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -911365.937500 Penalty: 4448.640625
	Iteration 17Q: 3 clusters Score -911365.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -911367.250000 Penalty: 4448.640625
	Iteration 18Q: 3 clusters Score -911367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -911371.812500 Penalty: 4448.640625
	Iteration 19Q: 3 clusters Score -911371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -911373.250000 Penalty: 4448.640625
	Iteration 20F: 3 clusters Score -911373.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -911375.687500 Penalty: 4448.640625
	Iteration 21Q: 3 clusters Score -911375.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -911375.750000 Penalty: 4448.640625
	Iteration 22Q: 3 clusters Score -911375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -911378.875000 Penalty: 4448.640625
	Iteration 23Q: 3 clusters Score -911378.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -911380.312500 Penalty: 4448.640625
	Iteration 24Q: 3 clusters Score -911380.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -911380.625000 Penalty: 4448.640625
	Iteration 25Q: 3 clusters Score -911380.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -911381.312500 Penalty: 4448.640625
	Iteration 26Q: 3 clusters Score -911381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -911385.250000 Penalty: 4448.640625
	Iteration 27Q: 3 clusters Score -911385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -911383.875000 Penalty: 4448.640625
	Iteration 28Q: 3 clusters Score -911383.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -911386.937500 Penalty: 4448.640625
	Iteration 29Q: 3 clusters Score -911386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -911387.187500 Penalty: 4448.640625
	Iteration 30Q: 3 clusters Score -911387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -911388.875000 Penalty: 4448.640625
	Iteration 31Q: 3 clusters Score -911388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -911391.187500 Penalty: 4448.640625
	Iteration 32Q: 3 clusters Score -911391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -911390.375000 Penalty: 4448.640625
	Iteration 33Q: 3 clusters Score -911390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -911391.187500 Penalty: 4448.640625
	Iteration 34Q: 3 clusters Score -911391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -911393.687500 Penalty: 4448.640625
	Iteration 35Q: 3 clusters Score -911393.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -911392.437500 Penalty: 4448.640625
	Iteration 36Q: 3 clusters Score -911392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -911394.750000 Penalty: 4448.640625
	Iteration 37Q: 3 clusters Score -911394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -911396.687500 Penalty: 4448.640625
	Iteration 38Q: 3 clusters Score -911396.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -911398.875000 Penalty: 4448.640625
	Iteration 39Q: 3 clusters Score -911398.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -911402.000000 Penalty: 4448.640625
	Iteration 40F: 3 clusters Score -911402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -911407.500000 Penalty: 4448.640625
	Iteration 41Q: 3 clusters Score -911407.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -911409.375000 Penalty: 4448.640625
	Iteration 42Q: 3 clusters Score -911409.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -911413.500000 Penalty: 4448.640625
	Iteration 43Q: 3 clusters Score -911413.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -911418.937500 Penalty: 4448.640625
	Iteration 44Q: 3 clusters Score -911418.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -911423.562500 Penalty: 4448.640625
	Iteration 45Q: 3 clusters Score -911423.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -911429.000000 Penalty: 4448.640625
	Iteration 46Q: 3 clusters Score -911429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -911439.250000 Penalty: 4448.640625
	Iteration 47Q: 3 clusters Score -911439.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -911446.125000 Penalty: 4448.640625
	Iteration 48Q: 3 clusters Score -911446.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -911455.562500 Penalty: 4448.640625
	Iteration 49Q: 3 clusters Score -911455.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -911462.187500 Penalty: 4448.640625
	Iteration 50Q: 3 clusters Score -911462.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -911468.562500 Penalty: 4448.640625
	Iteration 51Q: 3 clusters Score -911468.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -911480.500000 Penalty: 4448.640625
	Iteration 52Q: 3 clusters Score -911480.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -911483.375000 Penalty: 4448.640625
	Iteration 53Q: 3 clusters Score -911483.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -911487.625000 Penalty: 4448.640625
	Iteration 54Q: 3 clusters Score -911487.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -911487.187500 Penalty: 4448.640625
	Iteration 55Q: 3 clusters Score -911487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -911489.937500 Penalty: 4448.640625
	Iteration 56Q: 3 clusters Score -911489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -911489.687500 Penalty: 4448.640625
	Iteration 57Q: 3 clusters Score -911489.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -911491.437500 Penalty: 4448.640625
	Iteration 58Q: 3 clusters Score -911491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -911496.000000 Penalty: 4448.640625
	Iteration 59Q: 3 clusters Score -911496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -911493.625000 Penalty: 4448.640625
	Iteration 60F: 3 clusters Score -911493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -911497.375000 Penalty: 4448.640625
	Iteration 61Q: 3 clusters Score -911497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -911499.062500 Penalty: 4448.640625
	Iteration 62Q: 3 clusters Score -911499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -911500.625000 Penalty: 4448.640625
	Iteration 63Q: 3 clusters Score -911500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -911501.125000 Penalty: 4448.640625
	Iteration 64Q: 3 clusters Score -911501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -911500.812500 Penalty: 4448.640625
	Iteration 65Q: 3 clusters Score -911500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -911500.812500 Penalty: 4448.640625
	Iteration 66F: 3 clusters Score -911500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 29824 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 7650 members 
Mstep: Class 8 contains 21775 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 4065 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 5736 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 16087 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 11793 members 
Mstep: Class 23 contains 12714 members 
Mstep: Class 24 contains 37839 members 
Mstep: Class 25 contains 6534 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 1756 members 
Mstep: Class 28 contains 3175 members 
Mstep: Class 29 contains 9733 members 
Mstep: Class 30 contains 14401 members 
Mstep: Class 31 contains 27810 members 
Mstep: Class 32 contains 5459 members 
Entering Unmasked Estep 
Score: -35703172.000000 Penalty: 100627.492188
Splitting cluster 15 changes total score from -35703880.000000 to -35703172.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (5341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Entering Unmasked Estep 
Score: -643332.500000 Penalty: 2128.625732
	Iteration 0F: 2 clusters Score -643332.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -638648.375000 Penalty: 4257.251465
	Iteration 0F: 3 clusters Score -638648.4 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -639791.750000 Penalty: 4257.251465
	Iteration 1F: 3 clusters Score -639791.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -640041.937500 Penalty: 4257.251465
	Iteration 2F: 3 clusters Score -640041.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -640264.000000 Penalty: 4257.251465
	Iteration 3F: 3 clusters Score -640264 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -640495.437500 Penalty: 4257.251465
	Iteration 4F: 3 clusters Score -640495.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -640803.500000 Penalty: 4257.251465
	Iteration 5F: 3 clusters Score -640803.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -641136.812500 Penalty: 4257.251465
	Iteration 6F: 3 clusters Score -641136.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -641431.625000 Penalty: 4257.251465
	Iteration 7F: 3 clusters Score -641431.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -641664.125000 Penalty: 4257.251465
	Iteration 8F: 3 clusters Score -641664.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -641813.312500 Penalty: 4257.251465
	Iteration 9Q: 3 clusters Score -641813.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -641895.250000 Penalty: 4257.251465
	Iteration 10Q: 3 clusters Score -641895.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -641962.500000 Penalty: 4257.251465
	Iteration 11Q: 3 clusters Score -641962.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -642011.562500 Penalty: 4257.251465
	Iteration 12Q: 3 clusters Score -642011.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -642046.562500 Penalty: 4257.251465
	Iteration 13Q: 3 clusters Score -642046.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -642073.937500 Penalty: 4257.251465
	Iteration 14Q: 3 clusters Score -642073.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -642091.500000 Penalty: 4257.251465
	Iteration 15Q: 3 clusters Score -642091.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -642101.437500 Penalty: 4257.251465
	Iteration 16Q: 3 clusters Score -642101.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -642108.187500 Penalty: 4257.251465
	Iteration 17Q: 3 clusters Score -642108.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -642111.687500 Penalty: 4257.251465
	Iteration 18Q: 3 clusters Score -642111.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -642115.125000 Penalty: 4257.251465
	Iteration 19Q: 3 clusters Score -642115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -642116.125000 Penalty: 4257.251465
	Iteration 20F: 3 clusters Score -642116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -642118.437500 Penalty: 4257.251465
	Iteration 21Q: 3 clusters Score -642118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -642120.000000 Penalty: 4257.251465
	Iteration 22Q: 3 clusters Score -642120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -642119.500000 Penalty: 4257.251465
	Iteration 23Q: 3 clusters Score -642119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -642119.500000 Penalty: 4257.251465
	Iteration 24F: 3 clusters Score -642119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -709201.125000 Penalty: 2146.320312
	Iteration 0F: 2 clusters Score -709201.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -704192.687500 Penalty: 4292.640625
	Iteration 0F: 3 clusters Score -704192.7 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -705457.125000 Penalty: 4292.640625
	Iteration 1F: 3 clusters Score -705457.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -705691.125000 Penalty: 4292.640625
	Iteration 2F: 3 clusters Score -705691.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -705853.750000 Penalty: 4292.640625
	Iteration 3F: 3 clusters Score -705853.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -705959.500000 Penalty: 4292.640625
	Iteration 4Q: 3 clusters Score -705959.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -706030.625000 Penalty: 4292.640625
	Iteration 5Q: 3 clusters Score -706030.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -706079.625000 Penalty: 4292.640625
	Iteration 6Q: 3 clusters Score -706079.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -706117.125000 Penalty: 4292.640625
	Iteration 7Q: 3 clusters Score -706117.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -706147.250000 Penalty: 4292.640625
	Iteration 8Q: 3 clusters Score -706147.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -706172.625000 Penalty: 4292.640625
	Iteration 9Q: 3 clusters Score -706172.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -706198.625000 Penalty: 4292.640625
	Iteration 10Q: 3 clusters Score -706198.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -706226.187500 Penalty: 4292.640625
	Iteration 11Q: 3 clusters Score -706226.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -706251.625000 Penalty: 4292.640625
	Iteration 12Q: 3 clusters Score -706251.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -706278.812500 Penalty: 4292.640625
	Iteration 13Q: 3 clusters Score -706278.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -706310.812500 Penalty: 4292.640625
	Iteration 14Q: 3 clusters Score -706310.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -706338.875000 Penalty: 4292.640625
	Iteration 15Q: 3 clusters Score -706338.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -706379.812500 Penalty: 4292.640625
	Iteration 16Q: 3 clusters Score -706379.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -706429.750000 Penalty: 4292.640625
	Iteration 17Q: 3 clusters Score -706429.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -706486.062500 Penalty: 4292.640625
	Iteration 18Q: 3 clusters Score -706486.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -706548.750000 Penalty: 4292.640625
	Iteration 19Q: 3 clusters Score -706548.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -706615.812500 Penalty: 4292.640625
	Iteration 20F: 3 clusters Score -706615.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -706692.500000 Penalty: 4292.640625
	Iteration 21Q: 3 clusters Score -706692.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -706783.687500 Penalty: 4292.640625
	Iteration 22Q: 3 clusters Score -706783.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -706879.125000 Penalty: 4292.640625
	Iteration 23Q: 3 clusters Score -706879.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -706975.625000 Penalty: 4292.640625
	Iteration 24Q: 3 clusters Score -706975.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -707094.500000 Penalty: 4292.640625
	Iteration 25Q: 3 clusters Score -707094.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -707206.687500 Penalty: 4292.640625
	Iteration 26Q: 3 clusters Score -707206.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -707308.062500 Penalty: 4292.640625
	Iteration 27Q: 3 clusters Score -707308.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -707389.312500 Penalty: 4292.640625
	Iteration 28Q: 3 clusters Score -707389.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -707443.500000 Penalty: 4292.640625
	Iteration 29Q: 3 clusters Score -707443.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -707476.125000 Penalty: 4292.640625
	Iteration 30Q: 3 clusters Score -707476.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -707502.187500 Penalty: 4292.640625
	Iteration 31Q: 3 clusters Score -707502.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -707522.312500 Penalty: 4292.640625
	Iteration 32Q: 3 clusters Score -707522.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -707539.437500 Penalty: 4292.640625
	Iteration 33Q: 3 clusters Score -707539.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -707556.250000 Penalty: 4292.640625
	Iteration 34Q: 3 clusters Score -707556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -707568.562500 Penalty: 4292.640625
	Iteration 35Q: 3 clusters Score -707568.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -707578.312500 Penalty: 4292.640625
	Iteration 36Q: 3 clusters Score -707578.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -707587.500000 Penalty: 4292.640625
	Iteration 37Q: 3 clusters Score -707587.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -707597.625000 Penalty: 4292.640625
	Iteration 38Q: 3 clusters Score -707597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -707609.125000 Penalty: 4292.640625
	Iteration 39Q: 3 clusters Score -707609.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -707620.875000 Penalty: 4292.640625
	Iteration 40F: 3 clusters Score -707620.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -707629.625000 Penalty: 4292.640625
	Iteration 41Q: 3 clusters Score -707629.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -707632.812500 Penalty: 4292.640625
	Iteration 42Q: 3 clusters Score -707632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -707638.937500 Penalty: 4292.640625
	Iteration 43Q: 3 clusters Score -707638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -707640.937500 Penalty: 4292.640625
	Iteration 44Q: 3 clusters Score -707640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -707640.000000 Penalty: 4292.640625
	Iteration 45Q: 3 clusters Score -707640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -707640.000000 Penalty: 4292.640625
	Iteration 46F: 3 clusters Score -707640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Entering Unmasked Estep 
Score: -580213.187500 Penalty: 2099.386475
	Iteration 0F: 2 clusters Score -580213.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -575825.750000 Penalty: 4198.772949
	Iteration 0F: 3 clusters Score -575825.8 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -576869.312500 Penalty: 4198.772949
	Iteration 1F: 3 clusters Score -576869.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -577106.312500 Penalty: 4198.772949
	Iteration 2F: 3 clusters Score -577106.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -577294.625000 Penalty: 4198.772949
	Iteration 3F: 3 clusters Score -577294.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -577450.562500 Penalty: 4198.772949
	Iteration 4Q: 3 clusters Score -577450.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -577586.250000 Penalty: 4198.772949
	Iteration 5Q: 3 clusters Score -577586.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -577696.812500 Penalty: 4198.772949
	Iteration 6Q: 3 clusters Score -577696.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -577798.437500 Penalty: 4198.772949
	Iteration 7Q: 3 clusters Score -577798.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -577877.125000 Penalty: 4198.772949
	Iteration 8Q: 3 clusters Score -577877.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -577948.187500 Penalty: 4198.772949
	Iteration 9Q: 3 clusters Score -577948.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -578011.812500 Penalty: 4198.772949
	Iteration 10Q: 3 clusters Score -578011.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -578066.375000 Penalty: 4198.772949
	Iteration 11Q: 3 clusters Score -578066.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -578113.187500 Penalty: 4198.772949
	Iteration 12Q: 3 clusters Score -578113.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -578150.687500 Penalty: 4198.772949
	Iteration 13Q: 3 clusters Score -578150.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -578178.625000 Penalty: 4198.772949
	Iteration 14Q: 3 clusters Score -578178.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -578195.187500 Penalty: 4198.772949
	Iteration 15Q: 3 clusters Score -578195.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -578210.562500 Penalty: 4198.772949
	Iteration 16Q: 3 clusters Score -578210.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -578227.187500 Penalty: 4198.772949
	Iteration 17Q: 3 clusters Score -578227.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -578238.500000 Penalty: 4198.772949
	Iteration 18Q: 3 clusters Score -578238.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -578251.500000 Penalty: 4198.772949
	Iteration 19Q: 3 clusters Score -578251.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -578262.812500 Penalty: 4198.772949
	Iteration 20F: 3 clusters Score -578262.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -578272.062500 Penalty: 4198.772949
	Iteration 21Q: 3 clusters Score -578272.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -578283.437500 Penalty: 4198.772949
	Iteration 22Q: 3 clusters Score -578283.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -578290.875000 Penalty: 4198.772949
	Iteration 23Q: 3 clusters Score -578290.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -578298.812500 Penalty: 4198.772949
	Iteration 24Q: 3 clusters Score -578298.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -578310.312500 Penalty: 4198.772949
	Iteration 25Q: 3 clusters Score -578310.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -578325.187500 Penalty: 4198.772949
	Iteration 26Q: 3 clusters Score -578325.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -578343.625000 Penalty: 4198.772949
	Iteration 27Q: 3 clusters Score -578343.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -578356.687500 Penalty: 4198.772949
	Iteration 28Q: 3 clusters Score -578356.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -578369.937500 Penalty: 4198.772949
	Iteration 29Q: 3 clusters Score -578369.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -578383.437500 Penalty: 4198.772949
	Iteration 30Q: 3 clusters Score -578383.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -578398.187500 Penalty: 4198.772949
	Iteration 31Q: 3 clusters Score -578398.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -578407.000000 Penalty: 4198.772949
	Iteration 32Q: 3 clusters Score -578407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -578414.187500 Penalty: 4198.772949
	Iteration 33Q: 3 clusters Score -578414.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -578419.187500 Penalty: 4198.772949
	Iteration 34Q: 3 clusters Score -578419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -578427.187500 Penalty: 4198.772949
	Iteration 35Q: 3 clusters Score -578427.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -578437.250000 Penalty: 4198.772949
	Iteration 36Q: 3 clusters Score -578437.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -578443.500000 Penalty: 4198.772949
	Iteration 37Q: 3 clusters Score -578443.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -578449.375000 Penalty: 4198.772949
	Iteration 38Q: 3 clusters Score -578449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -578452.000000 Penalty: 4198.772949
	Iteration 39Q: 3 clusters Score -578452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -578452.250000 Penalty: 4198.772949
	Iteration 40F: 3 clusters Score -578452.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -578455.187500 Penalty: 4198.772949
	Iteration 41Q: 3 clusters Score -578455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -578455.500000 Penalty: 4198.772949
	Iteration 42Q: 3 clusters Score -578455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -578455.500000 Penalty: 4198.772949
	Iteration 43F: 3 clusters Score -578455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Entering Unmasked Estep 
Score: -1006254.375000 Penalty: 2297.277832
	Iteration 0F: 2 clusters Score -1006254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -998315.625000 Penalty: 4594.555664
	Iteration 0F: 3 clusters Score -998315.6 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1000774.312500 Penalty: 4594.555664
	Iteration 1F: 3 clusters Score -1000774 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1001198.312500 Penalty: 4594.555664
	Iteration 2F: 3 clusters Score -1001198 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1001618.187500 Penalty: 4594.555664
	Iteration 3F: 3 clusters Score -1001618 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1002017.625000 Penalty: 4594.555664
	Iteration 4F: 3 clusters Score -1002018 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1002360.562500 Penalty: 4594.555664
	Iteration 5F: 3 clusters Score -1002361 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1002641.875000 Penalty: 4594.555664
	Iteration 6Q: 3 clusters Score -1002642 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1002889.937500 Penalty: 4594.555664
	Iteration 7Q: 3 clusters Score -1002890 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1003070.875000 Penalty: 4594.555664
	Iteration 8Q: 3 clusters Score -1003071 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1003212.500000 Penalty: 4594.555664
	Iteration 9Q: 3 clusters Score -1003212 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1003323.250000 Penalty: 4594.555664
	Iteration 10Q: 3 clusters Score -1003323 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1003414.000000 Penalty: 4594.555664
	Iteration 11Q: 3 clusters Score -1003414 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1003480.875000 Penalty: 4594.555664
	Iteration 12Q: 3 clusters Score -1003481 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1003545.187500 Penalty: 4594.555664
	Iteration 13Q: 3 clusters Score -1003545 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1003593.062500 Penalty: 4594.555664
	Iteration 14Q: 3 clusters Score -1003593 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1003633.875000 Penalty: 4594.555664
	Iteration 15Q: 3 clusters Score -1003634 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1003665.750000 Penalty: 4594.555664
	Iteration 16Q: 3 clusters Score -1003666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1003687.812500 Penalty: 4594.555664
	Iteration 17Q: 3 clusters Score -1003688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1003704.937500 Penalty: 4594.555664
	Iteration 18Q: 3 clusters Score -1003705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1003717.500000 Penalty: 4594.555664
	Iteration 19Q: 3 clusters Score -1003718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1003730.750000 Penalty: 4594.555664
	Iteration 20F: 3 clusters Score -1003731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1003747.937500 Penalty: 4594.555664
	Iteration 21Q: 3 clusters Score -1003748 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1003757.875000 Penalty: 4594.555664
	Iteration 22Q: 3 clusters Score -1003758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1003769.812500 Penalty: 4594.555664
	Iteration 23Q: 3 clusters Score -1003770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1003782.250000 Penalty: 4594.555664
	Iteration 24Q: 3 clusters Score -1003782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1003791.062500 Penalty: 4594.555664
	Iteration 25Q: 3 clusters Score -1003791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1003797.187500 Penalty: 4594.555664
	Iteration 26Q: 3 clusters Score -1003797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1003801.500000 Penalty: 4594.555664
	Iteration 27Q: 3 clusters Score -1003802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1003809.250000 Penalty: 4594.555664
	Iteration 28Q: 3 clusters Score -1003809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1003816.375000 Penalty: 4594.555664
	Iteration 29Q: 3 clusters Score -1003816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1003816.500000 Penalty: 4594.555664
	Iteration 30Q: 3 clusters Score -1003816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1003819.750000 Penalty: 4594.555664
	Iteration 31Q: 3 clusters Score -1003820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1003822.937500 Penalty: 4594.555664
	Iteration 32Q: 3 clusters Score -1003823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1003826.375000 Penalty: 4594.555664
	Iteration 33Q: 3 clusters Score -1003826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1003826.625000 Penalty: 4594.555664
	Iteration 34Q: 3 clusters Score -1003827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1003827.187500 Penalty: 4594.555664
	Iteration 35Q: 3 clusters Score -1003827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1003830.062500 Penalty: 4594.555664
	Iteration 36Q: 3 clusters Score -1003830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1003829.187500 Penalty: 4594.555664
	Iteration 37Q: 3 clusters Score -1003829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1003833.125000 Penalty: 4594.555664
	Iteration 38Q: 3 clusters Score -1003833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1003832.875000 Penalty: 4594.555664
	Iteration 39Q: 3 clusters Score -1003833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1003835.187500 Penalty: 4594.555664
	Iteration 40F: 3 clusters Score -1003835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1003838.062500 Penalty: 4594.555664
	Iteration 41Q: 3 clusters Score -1003838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1003835.187500 Penalty: 4594.555664
	Iteration 42Q: 3 clusters Score -1003835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1003837.750000 Penalty: 4594.555664
	Iteration 43Q: 3 clusters Score -1003838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1003841.062500 Penalty: 4594.555664
	Iteration 44Q: 3 clusters Score -1003841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1003839.875000 Penalty: 4594.555664
	Iteration 45Q: 3 clusters Score -1003840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1003839.812500 Penalty: 4594.555664
	Iteration 46Q: 3 clusters Score -1003840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1003839.875000 Penalty: 4594.555664
	Iteration 47Q: 3 clusters Score -1003840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1003839.312500 Penalty: 4594.555664
	Iteration 48Q: 3 clusters Score -1003839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1003839.875000 Penalty: 4594.555664
	Iteration 49Q: 3 clusters Score -1003840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1003838.625000 Penalty: 4594.555664
	Iteration 50Q: 3 clusters Score -1003839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1003841.125000 Penalty: 4594.555664
	Iteration 51Q: 3 clusters Score -1003841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1003842.125000 Penalty: 4594.555664
	Iteration 52Q: 3 clusters Score -1003842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1003842.125000 Penalty: 4594.555664
	Iteration 53F: 3 clusters Score -1003842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Entering Unmasked Estep 
Score: -1753017.750000 Penalty: 2402.070312
	Iteration 0F: 2 clusters Score -1753018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1741497.125000 Penalty: 4804.140625
	Iteration 0F: 3 clusters Score -1741497 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1745164.125000 Penalty: 4804.140625
	Iteration 1F: 3 clusters Score -1745164 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1745675.750000 Penalty: 4804.140625
	Iteration 2F: 3 clusters Score -1745676 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1746181.250000 Penalty: 4804.140625
	Iteration 3F: 3 clusters Score -1746181 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1746704.125000 Penalty: 4804.140625
	Iteration 4F: 3 clusters Score -1746704 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1747230.000000 Penalty: 4804.140625
	Iteration 5F: 3 clusters Score -1747230 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1747722.000000 Penalty: 4804.140625
	Iteration 6F: 3 clusters Score -1747722 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1748205.750000 Penalty: 4804.140625
	Iteration 7F: 3 clusters Score -1748206 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1748633.375000 Penalty: 4804.140625
	Iteration 8Q: 3 clusters Score -1748633 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1748977.750000 Penalty: 4804.140625
	Iteration 9Q: 3 clusters Score -1748978 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1749272.500000 Penalty: 4804.140625
	Iteration 10Q: 3 clusters Score -1749272 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1749562.625000 Penalty: 4804.140625
	Iteration 11Q: 3 clusters Score -1749563 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1749800.250000 Penalty: 4804.140625
	Iteration 12Q: 3 clusters Score -1749800 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1749982.250000 Penalty: 4804.140625
	Iteration 13Q: 3 clusters Score -1749982 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1750151.125000 Penalty: 4804.140625
	Iteration 14Q: 3 clusters Score -1750151 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1750290.750000 Penalty: 4804.140625
	Iteration 15Q: 3 clusters Score -1750291 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1750415.250000 Penalty: 4804.140625
	Iteration 16Q: 3 clusters Score -1750415 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1750520.000000 Penalty: 4804.140625
	Iteration 17Q: 3 clusters Score -1750520 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1750626.500000 Penalty: 4804.140625
	Iteration 18Q: 3 clusters Score -1750626 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1750730.750000 Penalty: 4804.140625
	Iteration 19Q: 3 clusters Score -1750731 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1750826.250000 Penalty: 4804.140625
	Iteration 20F: 3 clusters Score -1750826 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1750892.250000 Penalty: 4804.140625
	Iteration 21Q: 3 clusters Score -1750892 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1750953.125000 Penalty: 4804.140625
	Iteration 22Q: 3 clusters Score -1750953 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1751004.500000 Penalty: 4804.140625
	Iteration 23Q: 3 clusters Score -1751004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1751052.625000 Penalty: 4804.140625
	Iteration 24Q: 3 clusters Score -1751053 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1751094.625000 Penalty: 4804.140625
	Iteration 25Q: 3 clusters Score -1751095 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1751140.375000 Penalty: 4804.140625
	Iteration 26Q: 3 clusters Score -1751140 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1751158.000000 Penalty: 4804.140625
	Iteration 27Q: 3 clusters Score -1751158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1751178.750000 Penalty: 4804.140625
	Iteration 28Q: 3 clusters Score -1751179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1751196.750000 Penalty: 4804.140625
	Iteration 29Q: 3 clusters Score -1751197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1751203.000000 Penalty: 4804.140625
	Iteration 30Q: 3 clusters Score -1751203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1751212.125000 Penalty: 4804.140625
	Iteration 31Q: 3 clusters Score -1751212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1751219.375000 Penalty: 4804.140625
	Iteration 32Q: 3 clusters Score -1751219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1751229.125000 Penalty: 4804.140625
	Iteration 33Q: 3 clusters Score -1751229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1751242.875000 Penalty: 4804.140625
	Iteration 34Q: 3 clusters Score -1751243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1751250.750000 Penalty: 4804.140625
	Iteration 35Q: 3 clusters Score -1751251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1751257.500000 Penalty: 4804.140625
	Iteration 36Q: 3 clusters Score -1751258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1751262.250000 Penalty: 4804.140625
	Iteration 37Q: 3 clusters Score -1751262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1751273.250000 Penalty: 4804.140625
	Iteration 38Q: 3 clusters Score -1751273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1751277.750000 Penalty: 4804.140625
	Iteration 39Q: 3 clusters Score -1751278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1751288.000000 Penalty: 4804.140625
	Iteration 40F: 3 clusters Score -1751288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1751290.125000 Penalty: 4804.140625
	Iteration 41Q: 3 clusters Score -1751290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1751286.125000 Penalty: 4804.140625
	Iteration 42Q: 3 clusters Score -1751286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1751290.750000 Penalty: 4804.140625
	Iteration 43Q: 3 clusters Score -1751291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1751293.500000 Penalty: 4804.140625
	Iteration 44Q: 3 clusters Score -1751294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1751293.250000 Penalty: 4804.140625
	Iteration 45Q: 3 clusters Score -1751293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -1751296.625000 Penalty: 4804.140625
	Iteration 46Q: 3 clusters Score -1751297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1751301.375000 Penalty: 4804.140625
	Iteration 47Q: 3 clusters Score -1751301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -1751303.375000 Penalty: 4804.140625
	Iteration 48Q: 3 clusters Score -1751303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1751308.125000 Penalty: 4804.140625
	Iteration 49Q: 3 clusters Score -1751308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1751317.000000 Penalty: 4804.140625
	Iteration 50Q: 3 clusters Score -1751317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1751324.375000 Penalty: 4804.140625
	Iteration 51Q: 3 clusters Score -1751324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1751327.625000 Penalty: 4804.140625
	Iteration 52Q: 3 clusters Score -1751328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1751333.000000 Penalty: 4804.140625
	Iteration 53Q: 3 clusters Score -1751333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1751342.750000 Penalty: 4804.140625
	Iteration 54Q: 3 clusters Score -1751343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1751346.125000 Penalty: 4804.140625
	Iteration 55Q: 3 clusters Score -1751346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1751350.125000 Penalty: 4804.140625
	Iteration 56Q: 3 clusters Score -1751350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1751350.875000 Penalty: 4804.140625
	Iteration 57Q: 3 clusters Score -1751351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1751352.625000 Penalty: 4804.140625
	Iteration 58Q: 3 clusters Score -1751353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -1751352.625000 Penalty: 4804.140625
	Iteration 59F: 3 clusters Score -1751353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Entering Unmasked Estep 
Score: -1168110.875000 Penalty: 2307.033691
	Iteration 0F: 2 clusters Score -1168111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1159764.750000 Penalty: 4614.067383
	Iteration 0F: 3 clusters Score -1159765 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1162693.250000 Penalty: 4614.067383
	Iteration 1F: 3 clusters Score -1162693 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1163328.500000 Penalty: 4614.067383
	Iteration 2F: 3 clusters Score -1163328 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1163867.875000 Penalty: 4614.067383
	Iteration 3F: 3 clusters Score -1163868 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1164309.750000 Penalty: 4614.067383
	Iteration 4F: 3 clusters Score -1164310 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1164659.000000 Penalty: 4614.067383
	Iteration 5F: 3 clusters Score -1164659 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1164938.000000 Penalty: 4614.067383
	Iteration 6Q: 3 clusters Score -1164938 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1165155.000000 Penalty: 4614.067383
	Iteration 7Q: 3 clusters Score -1165155 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1165333.875000 Penalty: 4614.067383
	Iteration 8Q: 3 clusters Score -1165334 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1165492.250000 Penalty: 4614.067383
	Iteration 9Q: 3 clusters Score -1165492 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1165647.750000 Penalty: 4614.067383
	Iteration 10Q: 3 clusters Score -1165648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1165788.000000 Penalty: 4614.067383
	Iteration 11Q: 3 clusters Score -1165788 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1165894.750000 Penalty: 4614.067383
	Iteration 12Q: 3 clusters Score -1165895 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1165973.250000 Penalty: 4614.067383
	Iteration 13Q: 3 clusters Score -1165973 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1166064.625000 Penalty: 4614.067383
	Iteration 14Q: 3 clusters Score -1166065 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1166149.375000 Penalty: 4614.067383
	Iteration 15Q: 3 clusters Score -1166149 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1166211.000000 Penalty: 4614.067383
	Iteration 16Q: 3 clusters Score -1166211 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1166243.875000 Penalty: 4614.067383
	Iteration 17Q: 3 clusters Score -1166244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1166270.375000 Penalty: 4614.067383
	Iteration 18Q: 3 clusters Score -1166270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1166286.000000 Penalty: 4614.067383
	Iteration 19Q: 3 clusters Score -1166286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1166302.375000 Penalty: 4614.067383
	Iteration 20F: 3 clusters Score -1166302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1166316.250000 Penalty: 4614.067383
	Iteration 21Q: 3 clusters Score -1166316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1166330.750000 Penalty: 4614.067383
	Iteration 22Q: 3 clusters Score -1166331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1166344.250000 Penalty: 4614.067383
	Iteration 23Q: 3 clusters Score -1166344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1166358.375000 Penalty: 4614.067383
	Iteration 24Q: 3 clusters Score -1166358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1166363.750000 Penalty: 4614.067383
	Iteration 25Q: 3 clusters Score -1166364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1166376.000000 Penalty: 4614.067383
	Iteration 26Q: 3 clusters Score -1166376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1166388.375000 Penalty: 4614.067383
	Iteration 27Q: 3 clusters Score -1166388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1166397.750000 Penalty: 4614.067383
	Iteration 28Q: 3 clusters Score -1166398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1166406.375000 Penalty: 4614.067383
	Iteration 29Q: 3 clusters Score -1166406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1166419.875000 Penalty: 4614.067383
	Iteration 30Q: 3 clusters Score -1166420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1166429.250000 Penalty: 4614.067383
	Iteration 31Q: 3 clusters Score -1166429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1166434.625000 Penalty: 4614.067383
	Iteration 32Q: 3 clusters Score -1166435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1166436.375000 Penalty: 4614.067383
	Iteration 33Q: 3 clusters Score -1166436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1166446.625000 Penalty: 4614.067383
	Iteration 34Q: 3 clusters Score -1166447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1166457.750000 Penalty: 4614.067383
	Iteration 35Q: 3 clusters Score -1166458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1166468.750000 Penalty: 4614.067383
	Iteration 36Q: 3 clusters Score -1166469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1166472.750000 Penalty: 4614.067383
	Iteration 37Q: 3 clusters Score -1166473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1166478.375000 Penalty: 4614.067383
	Iteration 38Q: 3 clusters Score -1166478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1166489.500000 Penalty: 4614.067383
	Iteration 39Q: 3 clusters Score -1166490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1166493.500000 Penalty: 4614.067383
	Iteration 40F: 3 clusters Score -1166494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1166497.000000 Penalty: 4614.067383
	Iteration 41Q: 3 clusters Score -1166497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1166500.625000 Penalty: 4614.067383
	Iteration 42Q: 3 clusters Score -1166501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1166505.375000 Penalty: 4614.067383
	Iteration 43Q: 3 clusters Score -1166505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1166505.750000 Penalty: 4614.067383
	Iteration 44Q: 3 clusters Score -1166506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1166511.375000 Penalty: 4614.067383
	Iteration 45Q: 3 clusters Score -1166511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1166516.875000 Penalty: 4614.067383
	Iteration 46Q: 3 clusters Score -1166517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1166520.500000 Penalty: 4614.067383
	Iteration 47Q: 3 clusters Score -1166520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1166521.125000 Penalty: 4614.067383
	Iteration 48Q: 3 clusters Score -1166521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1166525.750000 Penalty: 4614.067383
	Iteration 49Q: 3 clusters Score -1166526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1166526.875000 Penalty: 4614.067383
	Iteration 50Q: 3 clusters Score -1166527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1166531.125000 Penalty: 4614.067383
	Iteration 51Q: 3 clusters Score -1166531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1166537.000000 Penalty: 4614.067383
	Iteration 52Q: 3 clusters Score -1166537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1166542.250000 Penalty: 4614.067383
	Iteration 53Q: 3 clusters Score -1166542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1166551.000000 Penalty: 4614.067383
	Iteration 54Q: 3 clusters Score -1166551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1166560.375000 Penalty: 4614.067383
	Iteration 55Q: 3 clusters Score -1166560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1166568.375000 Penalty: 4614.067383
	Iteration 56Q: 3 clusters Score -1166568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1166584.500000 Penalty: 4614.067383
	Iteration 57Q: 3 clusters Score -1166584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1166594.250000 Penalty: 4614.067383
	Iteration 58Q: 3 clusters Score -1166594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1166603.625000 Penalty: 4614.067383
	Iteration 59Q: 3 clusters Score -1166604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1166611.375000 Penalty: 4614.067383
	Iteration 60F: 3 clusters Score -1166611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1166616.625000 Penalty: 4614.067383
	Iteration 61Q: 3 clusters Score -1166617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1166617.750000 Penalty: 4614.067383
	Iteration 62Q: 3 clusters Score -1166618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1166618.250000 Penalty: 4614.067383
	Iteration 63Q: 3 clusters Score -1166618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1166622.375000 Penalty: 4614.067383
	Iteration 64Q: 3 clusters Score -1166622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1166623.500000 Penalty: 4614.067383
	Iteration 65Q: 3 clusters Score -1166624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1166628.000000 Penalty: 4614.067383
	Iteration 66Q: 3 clusters Score -1166628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1166634.750000 Penalty: 4614.067383
	Iteration 67Q: 3 clusters Score -1166635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1166646.875000 Penalty: 4614.067383
	Iteration 68Q: 3 clusters Score -1166647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1166660.375000 Penalty: 4614.067383
	Iteration 69Q: 3 clusters Score -1166660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1166668.250000 Penalty: 4614.067383
	Iteration 70Q: 3 clusters Score -1166668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1166676.375000 Penalty: 4614.067383
	Iteration 71Q: 3 clusters Score -1166676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1166679.875000 Penalty: 4614.067383
	Iteration 72Q: 3 clusters Score -1166680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1166688.750000 Penalty: 4614.067383
	Iteration 73Q: 3 clusters Score -1166689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1166690.125000 Penalty: 4614.067383
	Iteration 74Q: 3 clusters Score -1166690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1166696.500000 Penalty: 4614.067383
	Iteration 75Q: 3 clusters Score -1166696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1166697.375000 Penalty: 4614.067383
	Iteration 76Q: 3 clusters Score -1166697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1166704.250000 Penalty: 4614.067383
	Iteration 77Q: 3 clusters Score -1166704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1166707.250000 Penalty: 4614.067383
	Iteration 78Q: 3 clusters Score -1166707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1166717.500000 Penalty: 4614.067383
	Iteration 79Q: 3 clusters Score -1166718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1166724.375000 Penalty: 4614.067383
	Iteration 80F: 3 clusters Score -1166724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1166724.875000 Penalty: 4614.067383
	Iteration 81Q: 3 clusters Score -1166725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1166726.750000 Penalty: 4614.067383
	Iteration 82Q: 3 clusters Score -1166727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1166731.625000 Penalty: 4614.067383
	Iteration 83Q: 3 clusters Score -1166732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1166734.500000 Penalty: 4614.067383
	Iteration 84Q: 3 clusters Score -1166734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1166741.125000 Penalty: 4614.067383
	Iteration 85Q: 3 clusters Score -1166741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1166743.625000 Penalty: 4614.067383
	Iteration 86Q: 3 clusters Score -1166744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1166745.875000 Penalty: 4614.067383
	Iteration 87Q: 3 clusters Score -1166746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1166747.500000 Penalty: 4614.067383
	Iteration 88Q: 3 clusters Score -1166748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1166752.000000 Penalty: 4614.067383
	Iteration 89Q: 3 clusters Score -1166752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1166754.750000 Penalty: 4614.067383
	Iteration 90Q: 3 clusters Score -1166755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1166759.375000 Penalty: 4614.067383
	Iteration 91Q: 3 clusters Score -1166759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1166762.250000 Penalty: 4614.067383
	Iteration 92Q: 3 clusters Score -1166762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1166766.000000 Penalty: 4614.067383
	Iteration 93Q: 3 clusters Score -1166766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1166768.000000 Penalty: 4614.067383
	Iteration 94Q: 3 clusters Score -1166768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1166765.625000 Penalty: 4614.067383
	Iteration 95Q: 3 clusters Score -1166766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1166764.125000 Penalty: 4614.067383
	Iteration 96Q: 3 clusters Score -1166764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1166768.000000 Penalty: 4614.067383
	Iteration 97Q: 3 clusters Score -1166768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1166767.375000 Penalty: 4614.067383
	Iteration 98Q: 3 clusters Score -1166767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1166767.375000 Penalty: 4614.067383
	Iteration 99F: 3 clusters Score -1166767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Entering Unmasked Estep 
Score: -1408295.250000 Penalty: 2325.064697
	Iteration 0F: 2 clusters Score -1408295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1399607.625000 Penalty: 4650.129395
	Iteration 0F: 3 clusters Score -1399608 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1402199.500000 Penalty: 4650.129395
	Iteration 1F: 3 clusters Score -1402200 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1402608.000000 Penalty: 4650.129395
	Iteration 2F: 3 clusters Score -1402608 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1403010.750000 Penalty: 4650.129395
	Iteration 3F: 3 clusters Score -1403011 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1403407.875000 Penalty: 4650.129395
	Iteration 4F: 3 clusters Score -1403408 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1403857.625000 Penalty: 4650.129395
	Iteration 5F: 3 clusters Score -1403858 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1404331.250000 Penalty: 4650.129395
	Iteration 6F: 3 clusters Score -1404331 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1404858.375000 Penalty: 4650.129395
	Iteration 7F: 3 clusters Score -1404858 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1405358.125000 Penalty: 4650.129395
	Iteration 8F: 3 clusters Score -1405358 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1405835.000000 Penalty: 4650.129395
	Iteration 9Q: 3 clusters Score -1405835 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1406218.750000 Penalty: 4650.129395
	Iteration 10Q: 3 clusters Score -1406219 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1406459.000000 Penalty: 4650.129395
	Iteration 11Q: 3 clusters Score -1406459 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1406625.000000 Penalty: 4650.129395
	Iteration 12Q: 3 clusters Score -1406625 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1406753.375000 Penalty: 4650.129395
	Iteration 13Q: 3 clusters Score -1406753 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1406838.750000 Penalty: 4650.129395
	Iteration 14Q: 3 clusters Score -1406839 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1406886.625000 Penalty: 4650.129395
	Iteration 15Q: 3 clusters Score -1406887 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1406922.500000 Penalty: 4650.129395
	Iteration 16Q: 3 clusters Score -1406922 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1406939.375000 Penalty: 4650.129395
	Iteration 17Q: 3 clusters Score -1406939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1406952.875000 Penalty: 4650.129395
	Iteration 18Q: 3 clusters Score -1406953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1406960.250000 Penalty: 4650.129395
	Iteration 19Q: 3 clusters Score -1406960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1406965.500000 Penalty: 4650.129395
	Iteration 20F: 3 clusters Score -1406966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1406972.500000 Penalty: 4650.129395
	Iteration 21Q: 3 clusters Score -1406972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1406975.500000 Penalty: 4650.129395
	Iteration 22Q: 3 clusters Score -1406976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1406978.250000 Penalty: 4650.129395
	Iteration 23Q: 3 clusters Score -1406978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1406985.875000 Penalty: 4650.129395
	Iteration 24Q: 3 clusters Score -1406986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1406989.250000 Penalty: 4650.129395
	Iteration 25Q: 3 clusters Score -1406989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1406992.125000 Penalty: 4650.129395
	Iteration 26Q: 3 clusters Score -1406992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1406998.500000 Penalty: 4650.129395
	Iteration 27Q: 3 clusters Score -1406998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1406996.125000 Penalty: 4650.129395
	Iteration 28Q: 3 clusters Score -1406996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1406997.125000 Penalty: 4650.129395
	Iteration 29Q: 3 clusters Score -1406997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1406996.000000 Penalty: 4650.129395
	Iteration 30Q: 3 clusters Score -1406996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1406996.875000 Penalty: 4650.129395
	Iteration 31Q: 3 clusters Score -1406997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1406998.250000 Penalty: 4650.129395
	Iteration 32Q: 3 clusters Score -1406998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1406999.125000 Penalty: 4650.129395
	Iteration 33Q: 3 clusters Score -1406999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1407001.125000 Penalty: 4650.129395
	Iteration 34Q: 3 clusters Score -1407001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1406998.750000 Penalty: 4650.129395
	Iteration 35Q: 3 clusters Score -1406999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1406999.125000 Penalty: 4650.129395
	Iteration 36Q: 3 clusters Score -1406999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1406997.875000 Penalty: 4650.129395
	Iteration 37Q: 3 clusters Score -1406998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1406999.125000 Penalty: 4650.129395
	Iteration 38Q: 3 clusters Score -1406999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1406998.375000 Penalty: 4650.129395
	Iteration 39Q: 3 clusters Score -1406998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1406998.375000 Penalty: 4650.129395
	Iteration 40F: 3 clusters Score -1406998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Entering Unmasked Estep 
Score: -1556271.625000 Penalty: 2343.713867
	Iteration 0F: 2 clusters Score -1556272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1546942.625000 Penalty: 4687.427734
	Iteration 0F: 3 clusters Score -1546943 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1549759.000000 Penalty: 4687.427734
	Iteration 1F: 3 clusters Score -1549759 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1550086.500000 Penalty: 4687.427734
	Iteration 2F: 3 clusters Score -1550086 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1550415.625000 Penalty: 4687.427734
	Iteration 3F: 3 clusters Score -1550416 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1550797.250000 Penalty: 4687.427734
	Iteration 4F: 3 clusters Score -1550797 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1551221.750000 Penalty: 4687.427734
	Iteration 5F: 3 clusters Score -1551222 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1551745.125000 Penalty: 4687.427734
	Iteration 6F: 3 clusters Score -1551745 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1552287.000000 Penalty: 4687.427734
	Iteration 7F: 3 clusters Score -1552287 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1552788.125000 Penalty: 4687.427734
	Iteration 8F: 3 clusters Score -1552788 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1553187.125000 Penalty: 4687.427734
	Iteration 9Q: 3 clusters Score -1553187 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1553445.000000 Penalty: 4687.427734
	Iteration 10Q: 3 clusters Score -1553445 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1553621.625000 Penalty: 4687.427734
	Iteration 11Q: 3 clusters Score -1553622 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1553754.625000 Penalty: 4687.427734
	Iteration 12Q: 3 clusters Score -1553755 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1553845.125000 Penalty: 4687.427734
	Iteration 13Q: 3 clusters Score -1553845 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1553917.500000 Penalty: 4687.427734
	Iteration 14Q: 3 clusters Score -1553918 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1553977.500000 Penalty: 4687.427734
	Iteration 15Q: 3 clusters Score -1553978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1554023.125000 Penalty: 4687.427734
	Iteration 16Q: 3 clusters Score -1554023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1554053.875000 Penalty: 4687.427734
	Iteration 17Q: 3 clusters Score -1554054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1554081.000000 Penalty: 4687.427734
	Iteration 18Q: 3 clusters Score -1554081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1554098.375000 Penalty: 4687.427734
	Iteration 19Q: 3 clusters Score -1554098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1554113.125000 Penalty: 4687.427734
	Iteration 20F: 3 clusters Score -1554113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1554122.125000 Penalty: 4687.427734
	Iteration 21Q: 3 clusters Score -1554122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1554133.500000 Penalty: 4687.427734
	Iteration 22Q: 3 clusters Score -1554134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1554145.625000 Penalty: 4687.427734
	Iteration 23Q: 3 clusters Score -1554146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1554149.875000 Penalty: 4687.427734
	Iteration 24Q: 3 clusters Score -1554150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1554154.875000 Penalty: 4687.427734
	Iteration 25Q: 3 clusters Score -1554155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1554162.375000 Penalty: 4687.427734
	Iteration 26Q: 3 clusters Score -1554162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1554171.375000 Penalty: 4687.427734
	Iteration 27Q: 3 clusters Score -1554171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1554184.125000 Penalty: 4687.427734
	Iteration 28Q: 3 clusters Score -1554184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1554191.625000 Penalty: 4687.427734
	Iteration 29Q: 3 clusters Score -1554192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1554197.250000 Penalty: 4687.427734
	Iteration 30Q: 3 clusters Score -1554197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1554201.125000 Penalty: 4687.427734
	Iteration 31Q: 3 clusters Score -1554201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1554206.500000 Penalty: 4687.427734
	Iteration 32Q: 3 clusters Score -1554206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1554207.375000 Penalty: 4687.427734
	Iteration 33Q: 3 clusters Score -1554207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1554209.750000 Penalty: 4687.427734
	Iteration 34Q: 3 clusters Score -1554210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1554211.500000 Penalty: 4687.427734
	Iteration 35Q: 3 clusters Score -1554212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1554212.375000 Penalty: 4687.427734
	Iteration 36Q: 3 clusters Score -1554212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1554212.375000 Penalty: 4687.427734
	Iteration 37F: 3 clusters Score -1554212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Entering Unmasked Estep 
Score: -4092094.000000 Penalty: 2614.191650
	Iteration 0F: 2 clusters Score -4092094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4066480.000000 Penalty: 5228.383301
	Iteration 0F: 3 clusters Score -4066480 nChanged 17273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4076464.000000 Penalty: 5228.383301
	Iteration 1F: 3 clusters Score -4076464 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4077842.000000 Penalty: 5228.383301
	Iteration 2F: 3 clusters Score -4077842 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4079710.000000 Penalty: 5228.383301
	Iteration 3F: 3 clusters Score -4079710 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4081845.000000 Penalty: 5228.383301
	Iteration 4F: 3 clusters Score -4081845 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4083913.500000 Penalty: 5228.383301
	Iteration 5F: 3 clusters Score -4083914 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4085396.500000 Penalty: 5228.383301
	Iteration 6F: 3 clusters Score -4085396 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4086324.750000 Penalty: 5228.383301
	Iteration 7F: 3 clusters Score -4086325 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4086909.250000 Penalty: 5228.383301
	Iteration 8Q: 3 clusters Score -4086909 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4087273.000000 Penalty: 5228.383301
	Iteration 9Q: 3 clusters Score -4087273 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -4087546.500000 Penalty: 5228.383301
	Iteration 10Q: 3 clusters Score -4087546 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4087730.000000 Penalty: 5228.383301
	Iteration 11Q: 3 clusters Score -4087730 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4087875.000000 Penalty: 5228.383301
	Iteration 12Q: 3 clusters Score -4087875 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4087969.750000 Penalty: 5228.383301
	Iteration 13Q: 3 clusters Score -4087970 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4088061.750000 Penalty: 5228.383301
	Iteration 14Q: 3 clusters Score -4088062 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4088135.500000 Penalty: 5228.383301
	Iteration 15Q: 3 clusters Score -4088136 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -4088217.000000 Penalty: 5228.383301
	Iteration 16Q: 3 clusters Score -4088217 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -4088273.000000 Penalty: 5228.383301
	Iteration 17Q: 3 clusters Score -4088273 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -4088339.000000 Penalty: 5228.383301
	Iteration 18Q: 3 clusters Score -4088339 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -4088392.000000 Penalty: 5228.383301
	Iteration 19Q: 3 clusters Score -4088392 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4088439.500000 Penalty: 5228.383301
	Iteration 20F: 3 clusters Score -4088440 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4088481.500000 Penalty: 5228.383301
	Iteration 21Q: 3 clusters Score -4088482 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4088520.500000 Penalty: 5228.383301
	Iteration 22Q: 3 clusters Score -4088520 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4088584.000000 Penalty: 5228.383301
	Iteration 23Q: 3 clusters Score -4088584 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -4088650.000000 Penalty: 5228.383301
	Iteration 24Q: 3 clusters Score -4088650 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -4088714.250000 Penalty: 5228.383301
	Iteration 25Q: 3 clusters Score -4088714 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4088752.500000 Penalty: 5228.383301
	Iteration 26Q: 3 clusters Score -4088752 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4088787.250000 Penalty: 5228.383301
	Iteration 27Q: 3 clusters Score -4088787 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4088836.750000 Penalty: 5228.383301
	Iteration 28Q: 3 clusters Score -4088837 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4088883.000000 Penalty: 5228.383301
	Iteration 29Q: 3 clusters Score -4088883 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4088918.250000 Penalty: 5228.383301
	Iteration 30Q: 3 clusters Score -4088918 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4088973.250000 Penalty: 5228.383301
	Iteration 31Q: 3 clusters Score -4088973 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4089045.750000 Penalty: 5228.383301
	Iteration 32Q: 3 clusters Score -4089046 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -4089117.750000 Penalty: 5228.383301
	Iteration 33Q: 3 clusters Score -4089118 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4089205.250000 Penalty: 5228.383301
	Iteration 34Q: 3 clusters Score -4089205 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -4089303.500000 Penalty: 5228.383301
	Iteration 35Q: 3 clusters Score -4089304 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4089397.750000 Penalty: 5228.383301
	Iteration 36Q: 3 clusters Score -4089398 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -4089513.250000 Penalty: 5228.383301
	Iteration 37Q: 3 clusters Score -4089513 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4089624.250000 Penalty: 5228.383301
	Iteration 38Q: 3 clusters Score -4089624 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4089753.000000 Penalty: 5228.383301
	Iteration 39Q: 3 clusters Score -4089753 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -4089868.000000 Penalty: 5228.383301
	Iteration 40F: 3 clusters Score -4089868 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4089956.000000 Penalty: 5228.383301
	Iteration 41Q: 3 clusters Score -4089956 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -4090066.000000 Penalty: 5228.383301
	Iteration 42Q: 3 clusters Score -4090066 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4090165.250000 Penalty: 5228.383301
	Iteration 43Q: 3 clusters Score -4090165 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4090238.750000 Penalty: 5228.383301
	Iteration 44Q: 3 clusters Score -4090239 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -4090286.250000 Penalty: 5228.383301
	Iteration 45Q: 3 clusters Score -4090286 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4090352.000000 Penalty: 5228.383301
	Iteration 46Q: 3 clusters Score -4090352 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -4090439.500000 Penalty: 5228.383301
	Iteration 47Q: 3 clusters Score -4090440 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4090483.250000 Penalty: 5228.383301
	Iteration 48Q: 3 clusters Score -4090483 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4090545.250000 Penalty: 5228.383301
	Iteration 49Q: 3 clusters Score -4090545 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -4090597.500000 Penalty: 5228.383301
	Iteration 50Q: 3 clusters Score -4090598 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -4090638.500000 Penalty: 5228.383301
	Iteration 51Q: 3 clusters Score -4090638 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -4090668.250000 Penalty: 5228.383301
	Iteration 52Q: 3 clusters Score -4090668 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4090694.500000 Penalty: 5228.383301
	Iteration 53Q: 3 clusters Score -4090694 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4090706.750000 Penalty: 5228.383301
	Iteration 54Q: 3 clusters Score -4090707 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4090736.250000 Penalty: 5228.383301
	Iteration 55Q: 3 clusters Score -4090736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4090755.250000 Penalty: 5228.383301
	Iteration 56Q: 3 clusters Score -4090755 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4090782.000000 Penalty: 5228.383301
	Iteration 57Q: 3 clusters Score -4090782 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4090797.000000 Penalty: 5228.383301
	Iteration 58Q: 3 clusters Score -4090797 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -4090804.000000 Penalty: 5228.383301
	Iteration 59Q: 3 clusters Score -4090804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4090819.250000 Penalty: 5228.383301
	Iteration 60F: 3 clusters Score -4090819 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4090825.250000 Penalty: 5228.383301
	Iteration 61Q: 3 clusters Score -4090825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4090837.750000 Penalty: 5228.383301
	Iteration 62Q: 3 clusters Score -4090838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -4090871.750000 Penalty: 5228.383301
	Iteration 63Q: 3 clusters Score -4090872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -4090881.500000 Penalty: 5228.383301
	Iteration 64Q: 3 clusters Score -4090882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -4090887.250000 Penalty: 5228.383301
	Iteration 65Q: 3 clusters Score -4090887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4090889.500000 Penalty: 5228.383301
	Iteration 66Q: 3 clusters Score -4090890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4090903.500000 Penalty: 5228.383301
	Iteration 67Q: 3 clusters Score -4090904 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4090918.000000 Penalty: 5228.383301
	Iteration 68Q: 3 clusters Score -4090918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4090944.250000 Penalty: 5228.383301
	Iteration 69Q: 3 clusters Score -4090944 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -4090955.250000 Penalty: 5228.383301
	Iteration 70Q: 3 clusters Score -4090955 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4090969.000000 Penalty: 5228.383301
	Iteration 71Q: 3 clusters Score -4090969 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4090987.000000 Penalty: 5228.383301
	Iteration 72Q: 3 clusters Score -4090987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -4091003.500000 Penalty: 5228.383301
	Iteration 73Q: 3 clusters Score -4091004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4091034.250000 Penalty: 5228.383301
	Iteration 74Q: 3 clusters Score -4091034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4091091.000000 Penalty: 5228.383301
	Iteration 75Q: 3 clusters Score -4091091 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4091128.500000 Penalty: 5228.383301
	Iteration 76Q: 3 clusters Score -4091128 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4091169.250000 Penalty: 5228.383301
	Iteration 77Q: 3 clusters Score -4091169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -4091232.500000 Penalty: 5228.383301
	Iteration 78Q: 3 clusters Score -4091232 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4091262.250000 Penalty: 5228.383301
	Iteration 79Q: 3 clusters Score -4091262 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4091274.000000 Penalty: 5228.383301
	Iteration 80F: 3 clusters Score -4091274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4091292.000000 Penalty: 5228.383301
	Iteration 81Q: 3 clusters Score -4091292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4091297.750000 Penalty: 5228.383301
	Iteration 82Q: 3 clusters Score -4091298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -4091320.000000 Penalty: 5228.383301
	Iteration 83Q: 3 clusters Score -4091320 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -4091342.250000 Penalty: 5228.383301
	Iteration 84Q: 3 clusters Score -4091342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4091370.500000 Penalty: 5228.383301
	Iteration 85Q: 3 clusters Score -4091370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4091380.250000 Penalty: 5228.383301
	Iteration 86Q: 3 clusters Score -4091380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4091385.750000 Penalty: 5228.383301
	Iteration 87Q: 3 clusters Score -4091386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -4091397.750000 Penalty: 5228.383301
	Iteration 88Q: 3 clusters Score -4091398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -4091413.250000 Penalty: 5228.383301
	Iteration 89Q: 3 clusters Score -4091413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4091430.250000 Penalty: 5228.383301
	Iteration 90Q: 3 clusters Score -4091430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4091430.250000 Penalty: 5228.383301
	Iteration 91Q: 3 clusters Score -4091430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -4091432.500000 Penalty: 5228.383301
	Iteration 92Q: 3 clusters Score -4091432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -4091443.750000 Penalty: 5228.383301
	Iteration 93Q: 3 clusters Score -4091444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4091456.750000 Penalty: 5228.383301
	Iteration 94Q: 3 clusters Score -4091457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4091456.250000 Penalty: 5228.383301
	Iteration 95Q: 3 clusters Score -4091456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -4091463.500000 Penalty: 5228.383301
	Iteration 96Q: 3 clusters Score -4091464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -4091474.750000 Penalty: 5228.383301
	Iteration 97Q: 3 clusters Score -4091475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -4091473.500000 Penalty: 5228.383301
	Iteration 98Q: 3 clusters Score -4091474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -4091480.500000 Penalty: 5228.383301
	Iteration 99Q: 3 clusters Score -4091480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4091474.750000 Penalty: 5228.383301
	Iteration 100F: 3 clusters Score -4091475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4091475.500000 Penalty: 5228.383301
	Iteration 101Q: 3 clusters Score -4091476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4091478.500000 Penalty: 5228.383301
	Iteration 102Q: 3 clusters Score -4091478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -4091480.250000 Penalty: 5228.383301
	Iteration 103Q: 3 clusters Score -4091480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4091483.000000 Penalty: 5228.383301
	Iteration 104Q: 3 clusters Score -4091483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4091485.500000 Penalty: 5228.383301
	Iteration 105Q: 3 clusters Score -4091486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -4091485.500000 Penalty: 5228.383301
	Iteration 106Q: 3 clusters Score -4091486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -4091486.000000 Penalty: 5228.383301
	Iteration 107Q: 3 clusters Score -4091486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -4091491.250000 Penalty: 5228.383301
	Iteration 108Q: 3 clusters Score -4091491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4091490.000000 Penalty: 5228.383301
	Iteration 109Q: 3 clusters Score -4091490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4091492.500000 Penalty: 5228.383301
	Iteration 110Q: 3 clusters Score -4091492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4091491.000000 Penalty: 5228.383301
	Iteration 111Q: 3 clusters Score -4091491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4091488.500000 Penalty: 5228.383301
	Iteration 112Q: 3 clusters Score -4091488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -4091490.250000 Penalty: 5228.383301
	Iteration 113Q: 3 clusters Score -4091490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4091492.500000 Penalty: 5228.383301
	Iteration 114Q: 3 clusters Score -4091492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4091489.250000 Penalty: 5228.383301
	Iteration 115Q: 3 clusters Score -4091489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -4091492.500000 Penalty: 5228.383301
	Iteration 116Q: 3 clusters Score -4091492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4091493.500000 Penalty: 5228.383301
	Iteration 117Q: 3 clusters Score -4091494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -4091493.500000 Penalty: 5228.383301
	Iteration 118Q: 3 clusters Score -4091494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4091492.500000 Penalty: 5228.383301
	Iteration 119Q: 3 clusters Score -4091492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -4091499.750000 Penalty: 5228.383301
	Iteration 120F: 3 clusters Score -4091500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4091498.250000 Penalty: 5228.383301
	Iteration 121Q: 3 clusters Score -4091498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4091498.250000 Penalty: 5228.383301
	Iteration 122F: 3 clusters Score -4091498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Entering Unmasked Estep 
Score: -783279.125000 Penalty: 2178.624023
	Iteration 0F: 2 clusters Score -783279.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -777806.312500 Penalty: 4357.248047
	Iteration 0F: 3 clusters Score -777806.3 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -779281.187500 Penalty: 4357.248047
	Iteration 1F: 3 clusters Score -779281.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -779514.937500 Penalty: 4357.248047
	Iteration 2F: 3 clusters Score -779514.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -779668.687500 Penalty: 4357.248047
	Iteration 3Q: 3 clusters Score -779668.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -779783.062500 Penalty: 4357.248047
	Iteration 4Q: 3 clusters Score -779783.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -779887.625000 Penalty: 4357.248047
	Iteration 5Q: 3 clusters Score -779887.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -779970.625000 Penalty: 4357.248047
	Iteration 6Q: 3 clusters Score -779970.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -780055.375000 Penalty: 4357.248047
	Iteration 7Q: 3 clusters Score -780055.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -780159.187500 Penalty: 4357.248047
	Iteration 8Q: 3 clusters Score -780159.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -780284.125000 Penalty: 4357.248047
	Iteration 9Q: 3 clusters Score -780284.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -780430.750000 Penalty: 4357.248047
	Iteration 10Q: 3 clusters Score -780430.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -780596.687500 Penalty: 4357.248047
	Iteration 11Q: 3 clusters Score -780596.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -780791.125000 Penalty: 4357.248047
	Iteration 12Q: 3 clusters Score -780791.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -780976.125000 Penalty: 4357.248047
	Iteration 13Q: 3 clusters Score -780976.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -781168.750000 Penalty: 4357.248047
	Iteration 14Q: 3 clusters Score -781168.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -781334.500000 Penalty: 4357.248047
	Iteration 15Q: 3 clusters Score -781334.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -781455.562500 Penalty: 4357.248047
	Iteration 16Q: 3 clusters Score -781455.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -781535.062500 Penalty: 4357.248047
	Iteration 17Q: 3 clusters Score -781535.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -781589.062500 Penalty: 4357.248047
	Iteration 18Q: 3 clusters Score -781589.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -781642.250000 Penalty: 4357.248047
	Iteration 19Q: 3 clusters Score -781642.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -781698.312500 Penalty: 4357.248047
	Iteration 20F: 3 clusters Score -781698.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -781749.812500 Penalty: 4357.248047
	Iteration 21Q: 3 clusters Score -781749.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -781787.062500 Penalty: 4357.248047
	Iteration 22Q: 3 clusters Score -781787.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -781815.250000 Penalty: 4357.248047
	Iteration 23Q: 3 clusters Score -781815.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -781836.000000 Penalty: 4357.248047
	Iteration 24Q: 3 clusters Score -781836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -781853.625000 Penalty: 4357.248047
	Iteration 25Q: 3 clusters Score -781853.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -781864.250000 Penalty: 4357.248047
	Iteration 26Q: 3 clusters Score -781864.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -781869.000000 Penalty: 4357.248047
	Iteration 27Q: 3 clusters Score -781869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -781872.125000 Penalty: 4357.248047
	Iteration 28Q: 3 clusters Score -781872.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -781877.062500 Penalty: 4357.248047
	Iteration 29Q: 3 clusters Score -781877.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -781884.125000 Penalty: 4357.248047
	Iteration 30Q: 3 clusters Score -781884.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -781885.000000 Penalty: 4357.248047
	Iteration 31Q: 3 clusters Score -781885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -781887.500000 Penalty: 4357.248047
	Iteration 32Q: 3 clusters Score -781887.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -781890.187500 Penalty: 4357.248047
	Iteration 33Q: 3 clusters Score -781890.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -781895.625000 Penalty: 4357.248047
	Iteration 34Q: 3 clusters Score -781895.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -781904.875000 Penalty: 4357.248047
	Iteration 35Q: 3 clusters Score -781904.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -781912.625000 Penalty: 4357.248047
	Iteration 36Q: 3 clusters Score -781912.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -781916.062500 Penalty: 4357.248047
	Iteration 37Q: 3 clusters Score -781916.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -781917.375000 Penalty: 4357.248047
	Iteration 38Q: 3 clusters Score -781917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -781921.375000 Penalty: 4357.248047
	Iteration 39Q: 3 clusters Score -781921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -781922.687500 Penalty: 4357.248047
	Iteration 40F: 3 clusters Score -781922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -781922.500000 Penalty: 4357.248047
	Iteration 41Q: 3 clusters Score -781922.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -781926.437500 Penalty: 4357.248047
	Iteration 42Q: 3 clusters Score -781926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -781926.375000 Penalty: 4357.248047
	Iteration 43Q: 3 clusters Score -781926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -781927.625000 Penalty: 4357.248047
	Iteration 44Q: 3 clusters Score -781927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -781928.687500 Penalty: 4357.248047
	Iteration 45Q: 3 clusters Score -781928.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -781931.500000 Penalty: 4357.248047
	Iteration 46Q: 3 clusters Score -781931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -781931.437500 Penalty: 4357.248047
	Iteration 47Q: 3 clusters Score -781931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -781932.312500 Penalty: 4357.248047
	Iteration 48Q: 3 clusters Score -781932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -781932.250000 Penalty: 4357.248047
	Iteration 49Q: 3 clusters Score -781932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -781932.250000 Penalty: 4357.248047
	Iteration 50F: 3 clusters Score -781932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -164966.375000 Penalty: 1794.790649
	Iteration 0F: 2 clusters Score -164966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -162774.218750 Penalty: 3589.581299
	Iteration 0F: 3 clusters Score -162774.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163129.843750 Penalty: 3589.581299
	Iteration 1F: 3 clusters Score -163129.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -163257.453125 Penalty: 3589.581299
	Iteration 2F: 3 clusters Score -163257.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -163326.640625 Penalty: 3589.581299
	Iteration 3Q: 3 clusters Score -163326.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -163380.890625 Penalty: 3589.581299
	Iteration 4Q: 3 clusters Score -163380.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -163418.921875 Penalty: 3589.581299
	Iteration 5Q: 3 clusters Score -163418.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -163455.937500 Penalty: 3589.581299
	Iteration 6Q: 3 clusters Score -163455.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -163483.484375 Penalty: 3589.581299
	Iteration 7Q: 3 clusters Score -163483.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -163507.390625 Penalty: 3589.581299
	Iteration 8Q: 3 clusters Score -163507.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -163523.671875 Penalty: 3589.581299
	Iteration 9Q: 3 clusters Score -163523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -163530.765625 Penalty: 3589.581299
	Iteration 10Q: 3 clusters Score -163530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -163538.593750 Penalty: 3589.581299
	Iteration 11Q: 3 clusters Score -163538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -163542.687500 Penalty: 3589.581299
	Iteration 12Q: 3 clusters Score -163542.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163549.187500 Penalty: 3589.581299
	Iteration 13Q: 3 clusters Score -163549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -163552.859375 Penalty: 3589.581299
	Iteration 14Q: 3 clusters Score -163552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163558.796875 Penalty: 3589.581299
	Iteration 15Q: 3 clusters Score -163558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163558.796875 Penalty: 3589.581299
	Iteration 16F: 3 clusters Score -163558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -211456.640625 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -211456.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -208963.921875 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -208963.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209358.671875 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -209358.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -209475.375000 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -209475.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -209536.984375 Penalty: 3705.513672
	Iteration 3Q: 3 clusters Score -209537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209575.875000 Penalty: 3705.513672
	Iteration 4Q: 3 clusters Score -209575.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -209606.656250 Penalty: 3705.513672
	Iteration 5Q: 3 clusters Score -209606.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -209631.781250 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -209631.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -209650.265625 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -209650.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -209659.937500 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -209659.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -209665.796875 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -209665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -209670.375000 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -209670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -209673.140625 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -209673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -209674.750000 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -209674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -209675.734375 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -209675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -209677.109375 Penalty: 3705.513672
	Iteration 14Q: 3 clusters Score -209677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -209677.562500 Penalty: 3705.513672
	Iteration 15Q: 3 clusters Score -209677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -209678.703125 Penalty: 3705.513672
	Iteration 16Q: 3 clusters Score -209678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -209678.703125 Penalty: 3705.513672
	Iteration 17F: 3 clusters Score -209678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Entering Unmasked Estep 
Score: -388219.718750 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -388219.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -384790.218750 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -384790.2 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -385485.843750 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -385485.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -385647.906250 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -385647.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -385754.625000 Penalty: 3999.279053
	Iteration 3F: 3 clusters Score -385754.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -385831.718750 Penalty: 3999.279053
	Iteration 4Q: 3 clusters Score -385831.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -385915.937500 Penalty: 3999.279053
	Iteration 5Q: 3 clusters Score -385915.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -385981.750000 Penalty: 3999.279053
	Iteration 6Q: 3 clusters Score -385981.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -386026.406250 Penalty: 3999.279053
	Iteration 7Q: 3 clusters Score -386026.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -386058.656250 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -386058.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -386080.375000 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -386080.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -386103.500000 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -386103.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -386135.812500 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -386135.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -386174.468750 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -386174.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -386199.906250 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -386199.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -386219.406250 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -386219.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -386238.406250 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -386238.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -386258.125000 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -386258.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -386271.250000 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -386271.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -386282.187500 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -386282.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -386293.437500 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -386293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -386301.875000 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -386301.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -386309.781250 Penalty: 3999.279053
	Iteration 21Q: 3 clusters Score -386309.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -386317.093750 Penalty: 3999.279053
	Iteration 22Q: 3 clusters Score -386317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -386328.718750 Penalty: 3999.279053
	Iteration 23Q: 3 clusters Score -386328.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -386334.312500 Penalty: 3999.279053
	Iteration 24Q: 3 clusters Score -386334.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -386339.875000 Penalty: 3999.279053
	Iteration 25Q: 3 clusters Score -386339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -386344.468750 Penalty: 3999.279053
	Iteration 26Q: 3 clusters Score -386344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -386348.218750 Penalty: 3999.279053
	Iteration 27Q: 3 clusters Score -386348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -386349.156250 Penalty: 3999.279053
	Iteration 28Q: 3 clusters Score -386349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -386351.593750 Penalty: 3999.279053
	Iteration 29Q: 3 clusters Score -386351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -386353.937500 Penalty: 3999.279053
	Iteration 30Q: 3 clusters Score -386353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -386354.343750 Penalty: 3999.279053
	Iteration 31Q: 3 clusters Score -386354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -386354.343750 Penalty: 3999.279053
	Iteration 32F: 3 clusters Score -386354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Entering Unmasked Estep 
Score: -1166154.125000 Penalty: 2277.452637
	Iteration 0F: 2 clusters Score -1166154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1158657.625000 Penalty: 4554.905273
	Iteration 0F: 3 clusters Score -1158658 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1160850.250000 Penalty: 4554.905273
	Iteration 1F: 3 clusters Score -1160850 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1161166.125000 Penalty: 4554.905273
	Iteration 2F: 3 clusters Score -1161166 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1161372.375000 Penalty: 4554.905273
	Iteration 3Q: 3 clusters Score -1161372 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1161534.625000 Penalty: 4554.905273
	Iteration 4Q: 3 clusters Score -1161535 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1161656.125000 Penalty: 4554.905273
	Iteration 5Q: 3 clusters Score -1161656 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1161762.250000 Penalty: 4554.905273
	Iteration 6Q: 3 clusters Score -1161762 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1161853.500000 Penalty: 4554.905273
	Iteration 7Q: 3 clusters Score -1161854 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1161942.375000 Penalty: 4554.905273
	Iteration 8Q: 3 clusters Score -1161942 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1162031.125000 Penalty: 4554.905273
	Iteration 9Q: 3 clusters Score -1162031 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1162127.500000 Penalty: 4554.905273
	Iteration 10Q: 3 clusters Score -1162128 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1162234.625000 Penalty: 4554.905273
	Iteration 11Q: 3 clusters Score -1162235 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1162348.750000 Penalty: 4554.905273
	Iteration 12Q: 3 clusters Score -1162349 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1162466.250000 Penalty: 4554.905273
	Iteration 13Q: 3 clusters Score -1162466 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1162581.250000 Penalty: 4554.905273
	Iteration 14Q: 3 clusters Score -1162581 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1162724.000000 Penalty: 4554.905273
	Iteration 15Q: 3 clusters Score -1162724 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1162860.500000 Penalty: 4554.905273
	Iteration 16Q: 3 clusters Score -1162860 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1163000.250000 Penalty: 4554.905273
	Iteration 17Q: 3 clusters Score -1163000 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1163131.875000 Penalty: 4554.905273
	Iteration 18Q: 3 clusters Score -1163132 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1163281.625000 Penalty: 4554.905273
	Iteration 19Q: 3 clusters Score -1163282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1163439.500000 Penalty: 4554.905273
	Iteration 20F: 3 clusters Score -1163440 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1163580.000000 Penalty: 4554.905273
	Iteration 21Q: 3 clusters Score -1163580 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1163699.625000 Penalty: 4554.905273
	Iteration 22Q: 3 clusters Score -1163700 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1163795.875000 Penalty: 4554.905273
	Iteration 23Q: 3 clusters Score -1163796 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1163867.250000 Penalty: 4554.905273
	Iteration 24Q: 3 clusters Score -1163867 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1163929.500000 Penalty: 4554.905273
	Iteration 25Q: 3 clusters Score -1163930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1163990.125000 Penalty: 4554.905273
	Iteration 26Q: 3 clusters Score -1163990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1164026.375000 Penalty: 4554.905273
	Iteration 27Q: 3 clusters Score -1164026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1164067.375000 Penalty: 4554.905273
	Iteration 28Q: 3 clusters Score -1164067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1164098.000000 Penalty: 4554.905273
	Iteration 29Q: 3 clusters Score -1164098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1164136.125000 Penalty: 4554.905273
	Iteration 30Q: 3 clusters Score -1164136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1164157.625000 Penalty: 4554.905273
	Iteration 31Q: 3 clusters Score -1164158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1164168.125000 Penalty: 4554.905273
	Iteration 32Q: 3 clusters Score -1164168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1164179.625000 Penalty: 4554.905273
	Iteration 33Q: 3 clusters Score -1164180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1164188.500000 Penalty: 4554.905273
	Iteration 34Q: 3 clusters Score -1164188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1164195.000000 Penalty: 4554.905273
	Iteration 35Q: 3 clusters Score -1164195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1164203.125000 Penalty: 4554.905273
	Iteration 36Q: 3 clusters Score -1164203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1164207.250000 Penalty: 4554.905273
	Iteration 37Q: 3 clusters Score -1164207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1164207.375000 Penalty: 4554.905273
	Iteration 38Q: 3 clusters Score -1164207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1164209.125000 Penalty: 4554.905273
	Iteration 39Q: 3 clusters Score -1164209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1164209.000000 Penalty: 4554.905273
	Iteration 40F: 3 clusters Score -1164209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1164209.875000 Penalty: 4554.905273
	Iteration 41Q: 3 clusters Score -1164210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1164210.125000 Penalty: 4554.905273
	Iteration 42Q: 3 clusters Score -1164210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1164212.625000 Penalty: 4554.905273
	Iteration 43Q: 3 clusters Score -1164213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1164211.125000 Penalty: 4554.905273
	Iteration 44Q: 3 clusters Score -1164211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1164213.875000 Penalty: 4554.905273
	Iteration 45Q: 3 clusters Score -1164214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1164214.000000 Penalty: 4554.905273
	Iteration 46Q: 3 clusters Score -1164214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1164213.750000 Penalty: 4554.905273
	Iteration 47Q: 3 clusters Score -1164214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1164213.750000 Penalty: 4554.905273
	Iteration 48F: 3 clusters Score -1164214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (14401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Entering Unmasked Estep 
Score: -1724575.250000 Penalty: 2374.613281
	Iteration 0F: 2 clusters Score -1724575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1714145.250000 Penalty: 4749.226562
	Iteration 0F: 3 clusters Score -1714145 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1717336.250000 Penalty: 4749.226562
	Iteration 1F: 3 clusters Score -1717336 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1717708.375000 Penalty: 4749.226562
	Iteration 2F: 3 clusters Score -1717708 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1718060.500000 Penalty: 4749.226562
	Iteration 3F: 3 clusters Score -1718060 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1718394.875000 Penalty: 4749.226562
	Iteration 4Q: 3 clusters Score -1718395 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1718735.625000 Penalty: 4749.226562
	Iteration 5Q: 3 clusters Score -1718736 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1719102.125000 Penalty: 4749.226562
	Iteration 6Q: 3 clusters Score -1719102 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1719468.500000 Penalty: 4749.226562
	Iteration 7Q: 3 clusters Score -1719468 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1719818.125000 Penalty: 4749.226562
	Iteration 8Q: 3 clusters Score -1719818 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1720202.625000 Penalty: 4749.226562
	Iteration 9Q: 3 clusters Score -1720203 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1720655.875000 Penalty: 4749.226562
	Iteration 10Q: 3 clusters Score -1720656 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1721115.000000 Penalty: 4749.226562
	Iteration 11Q: 3 clusters Score -1721115 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1721563.875000 Penalty: 4749.226562
	Iteration 12Q: 3 clusters Score -1721564 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1721913.375000 Penalty: 4749.226562
	Iteration 13Q: 3 clusters Score -1721913 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1722209.875000 Penalty: 4749.226562
	Iteration 14Q: 3 clusters Score -1722210 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1722427.750000 Penalty: 4749.226562
	Iteration 15Q: 3 clusters Score -1722428 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1722549.000000 Penalty: 4749.226562
	Iteration 16Q: 3 clusters Score -1722549 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1722621.500000 Penalty: 4749.226562
	Iteration 17Q: 3 clusters Score -1722622 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1722669.375000 Penalty: 4749.226562
	Iteration 18Q: 3 clusters Score -1722669 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1722717.250000 Penalty: 4749.226562
	Iteration 19Q: 3 clusters Score -1722717 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1722747.625000 Penalty: 4749.226562
	Iteration 20F: 3 clusters Score -1722748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1722770.125000 Penalty: 4749.226562
	Iteration 21Q: 3 clusters Score -1722770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1722802.250000 Penalty: 4749.226562
	Iteration 22Q: 3 clusters Score -1722802 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1722833.500000 Penalty: 4749.226562
	Iteration 23Q: 3 clusters Score -1722834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1722860.375000 Penalty: 4749.226562
	Iteration 24Q: 3 clusters Score -1722860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1722883.500000 Penalty: 4749.226562
	Iteration 25Q: 3 clusters Score -1722884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1722903.375000 Penalty: 4749.226562
	Iteration 26Q: 3 clusters Score -1722903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1722913.125000 Penalty: 4749.226562
	Iteration 27Q: 3 clusters Score -1722913 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1722928.750000 Penalty: 4749.226562
	Iteration 28Q: 3 clusters Score -1722929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1722940.125000 Penalty: 4749.226562
	Iteration 29Q: 3 clusters Score -1722940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1722953.625000 Penalty: 4749.226562
	Iteration 30Q: 3 clusters Score -1722954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1722965.625000 Penalty: 4749.226562
	Iteration 31Q: 3 clusters Score -1722966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1722968.625000 Penalty: 4749.226562
	Iteration 32Q: 3 clusters Score -1722969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1722975.750000 Penalty: 4749.226562
	Iteration 33Q: 3 clusters Score -1722976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1722977.875000 Penalty: 4749.226562
	Iteration 34Q: 3 clusters Score -1722978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1722985.125000 Penalty: 4749.226562
	Iteration 35Q: 3 clusters Score -1722985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1722994.375000 Penalty: 4749.226562
	Iteration 36Q: 3 clusters Score -1722994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1722999.250000 Penalty: 4749.226562
	Iteration 37Q: 3 clusters Score -1722999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1723009.500000 Penalty: 4749.226562
	Iteration 38Q: 3 clusters Score -1723010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1723015.750000 Penalty: 4749.226562
	Iteration 39Q: 3 clusters Score -1723016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1723020.750000 Penalty: 4749.226562
	Iteration 40F: 3 clusters Score -1723021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1723018.375000 Penalty: 4749.226562
	Iteration 41Q: 3 clusters Score -1723018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1723021.000000 Penalty: 4749.226562
	Iteration 42Q: 3 clusters Score -1723021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1723022.375000 Penalty: 4749.226562
	Iteration 43Q: 3 clusters Score -1723022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1723028.875000 Penalty: 4749.226562
	Iteration 44Q: 3 clusters Score -1723029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1723032.875000 Penalty: 4749.226562
	Iteration 45Q: 3 clusters Score -1723033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1723039.250000 Penalty: 4749.226562
	Iteration 46Q: 3 clusters Score -1723039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1723049.250000 Penalty: 4749.226562
	Iteration 47Q: 3 clusters Score -1723049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1723050.000000 Penalty: 4749.226562
	Iteration 48Q: 3 clusters Score -1723050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1723060.000000 Penalty: 4749.226562
	Iteration 49Q: 3 clusters Score -1723060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1723064.000000 Penalty: 4749.226562
	Iteration 50Q: 3 clusters Score -1723064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1723080.125000 Penalty: 4749.226562
	Iteration 51Q: 3 clusters Score -1723080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1723081.375000 Penalty: 4749.226562
	Iteration 52Q: 3 clusters Score -1723081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1723083.625000 Penalty: 4749.226562
	Iteration 53Q: 3 clusters Score -1723084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1723087.125000 Penalty: 4749.226562
	Iteration 54Q: 3 clusters Score -1723087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1723092.125000 Penalty: 4749.226562
	Iteration 55Q: 3 clusters Score -1723092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1723098.750000 Penalty: 4749.226562
	Iteration 56Q: 3 clusters Score -1723099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1723097.375000 Penalty: 4749.226562
	Iteration 57Q: 3 clusters Score -1723097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1723099.875000 Penalty: 4749.226562
	Iteration 58Q: 3 clusters Score -1723100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1723102.375000 Penalty: 4749.226562
	Iteration 59Q: 3 clusters Score -1723102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1723105.875000 Penalty: 4749.226562
	Iteration 60F: 3 clusters Score -1723106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1723108.750000 Penalty: 4749.226562
	Iteration 61Q: 3 clusters Score -1723109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1723107.000000 Penalty: 4749.226562
	Iteration 62Q: 3 clusters Score -1723107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1723106.375000 Penalty: 4749.226562
	Iteration 63Q: 3 clusters Score -1723106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1723105.250000 Penalty: 4749.226562
	Iteration 64Q: 3 clusters Score -1723105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1723109.875000 Penalty: 4749.226562
	Iteration 65Q: 3 clusters Score -1723110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1723111.875000 Penalty: 4749.226562
	Iteration 66Q: 3 clusters Score -1723112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1723113.750000 Penalty: 4749.226562
	Iteration 67Q: 3 clusters Score -1723114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1723112.625000 Penalty: 4749.226562
	Iteration 68Q: 3 clusters Score -1723113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1723112.625000 Penalty: 4749.226562
	Iteration 69F: 3 clusters Score -1723113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Entering Unmasked Estep 
Score: -3316286.000000 Penalty: 2537.821289
	Iteration 0F: 2 clusters Score -3316286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3297263.250000 Penalty: 5075.642578
	Iteration 0F: 3 clusters Score -3297263 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3304212.250000 Penalty: 5075.642578
	Iteration 1F: 3 clusters Score -3304212 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3304833.000000 Penalty: 5075.642578
	Iteration 2F: 3 clusters Score -3304833 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3305546.750000 Penalty: 5075.642578
	Iteration 3F: 3 clusters Score -3305547 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3306407.750000 Penalty: 5075.642578
	Iteration 4F: 3 clusters Score -3306408 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3307357.500000 Penalty: 5075.642578
	Iteration 5F: 3 clusters Score -3307358 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3308351.250000 Penalty: 5075.642578
	Iteration 6F: 3 clusters Score -3308351 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3309329.000000 Penalty: 5075.642578
	Iteration 7F: 3 clusters Score -3309329 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3310208.250000 Penalty: 5075.642578
	Iteration 8F: 3 clusters Score -3310208 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -3310953.000000 Penalty: 5075.642578
	Iteration 9Q: 3 clusters Score -3310953 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3311580.000000 Penalty: 5075.642578
	Iteration 10Q: 3 clusters Score -3311580 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3312126.500000 Penalty: 5075.642578
	Iteration 11Q: 3 clusters Score -3312126 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3312600.500000 Penalty: 5075.642578
	Iteration 12Q: 3 clusters Score -3312600 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3312973.500000 Penalty: 5075.642578
	Iteration 13Q: 3 clusters Score -3312974 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3313290.000000 Penalty: 5075.642578
	Iteration 14Q: 3 clusters Score -3313290 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3313522.750000 Penalty: 5075.642578
	Iteration 15Q: 3 clusters Score -3313523 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3313704.500000 Penalty: 5075.642578
	Iteration 16Q: 3 clusters Score -3313704 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3313867.250000 Penalty: 5075.642578
	Iteration 17Q: 3 clusters Score -3313867 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -3313982.250000 Penalty: 5075.642578
	Iteration 18Q: 3 clusters Score -3313982 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3314062.500000 Penalty: 5075.642578
	Iteration 19Q: 3 clusters Score -3314062 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3314141.750000 Penalty: 5075.642578
	Iteration 20F: 3 clusters Score -3314142 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3314199.000000 Penalty: 5075.642578
	Iteration 21Q: 3 clusters Score -3314199 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -3314249.750000 Penalty: 5075.642578
	Iteration 22Q: 3 clusters Score -3314250 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3314295.000000 Penalty: 5075.642578
	Iteration 23Q: 3 clusters Score -3314295 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3314339.250000 Penalty: 5075.642578
	Iteration 24Q: 3 clusters Score -3314339 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3314360.500000 Penalty: 5075.642578
	Iteration 25Q: 3 clusters Score -3314360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -3314391.000000 Penalty: 5075.642578
	Iteration 26Q: 3 clusters Score -3314391 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -3314424.250000 Penalty: 5075.642578
	Iteration 27Q: 3 clusters Score -3314424 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -3314454.000000 Penalty: 5075.642578
	Iteration 28Q: 3 clusters Score -3314454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3314470.000000 Penalty: 5075.642578
	Iteration 29Q: 3 clusters Score -3314470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3314489.250000 Penalty: 5075.642578
	Iteration 30Q: 3 clusters Score -3314489 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3314502.500000 Penalty: 5075.642578
	Iteration 31Q: 3 clusters Score -3314502 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3314525.250000 Penalty: 5075.642578
	Iteration 32Q: 3 clusters Score -3314525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3314526.000000 Penalty: 5075.642578
	Iteration 33Q: 3 clusters Score -3314526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3314542.000000 Penalty: 5075.642578
	Iteration 34Q: 3 clusters Score -3314542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3314545.250000 Penalty: 5075.642578
	Iteration 35Q: 3 clusters Score -3314545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3314558.750000 Penalty: 5075.642578
	Iteration 36Q: 3 clusters Score -3314559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3314571.250000 Penalty: 5075.642578
	Iteration 37Q: 3 clusters Score -3314571 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3314575.750000 Penalty: 5075.642578
	Iteration 38Q: 3 clusters Score -3314576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3314590.250000 Penalty: 5075.642578
	Iteration 39Q: 3 clusters Score -3314590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -3314599.500000 Penalty: 5075.642578
	Iteration 40F: 3 clusters Score -3314600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3314601.250000 Penalty: 5075.642578
	Iteration 41Q: 3 clusters Score -3314601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3314606.250000 Penalty: 5075.642578
	Iteration 42Q: 3 clusters Score -3314606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3314605.750000 Penalty: 5075.642578
	Iteration 43Q: 3 clusters Score -3314606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3314618.750000 Penalty: 5075.642578
	Iteration 44Q: 3 clusters Score -3314619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3314621.500000 Penalty: 5075.642578
	Iteration 45Q: 3 clusters Score -3314622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3314625.500000 Penalty: 5075.642578
	Iteration 46Q: 3 clusters Score -3314626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -3314624.250000 Penalty: 5075.642578
	Iteration 47Q: 3 clusters Score -3314624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3314623.750000 Penalty: 5075.642578
	Iteration 48Q: 3 clusters Score -3314624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3314631.750000 Penalty: 5075.642578
	Iteration 49Q: 3 clusters Score -3314632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3314632.000000 Penalty: 5075.642578
	Iteration 50Q: 3 clusters Score -3314632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3314634.500000 Penalty: 5075.642578
	Iteration 51Q: 3 clusters Score -3314634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3314635.500000 Penalty: 5075.642578
	Iteration 52Q: 3 clusters Score -3314636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3314640.000000 Penalty: 5075.642578
	Iteration 53Q: 3 clusters Score -3314640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3314636.500000 Penalty: 5075.642578
	Iteration 54Q: 3 clusters Score -3314636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3314639.750000 Penalty: 5075.642578
	Iteration 55Q: 3 clusters Score -3314640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3314643.750000 Penalty: 5075.642578
	Iteration 56Q: 3 clusters Score -3314644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -3314643.000000 Penalty: 5075.642578
	Iteration 57Q: 3 clusters Score -3314643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3314641.250000 Penalty: 5075.642578
	Iteration 58Q: 3 clusters Score -3314641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3314641.750000 Penalty: 5075.642578
	Iteration 59Q: 3 clusters Score -3314642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3314644.500000 Penalty: 5075.642578
	Iteration 60F: 3 clusters Score -3314644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3314646.250000 Penalty: 5075.642578
	Iteration 61Q: 3 clusters Score -3314646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3314645.250000 Penalty: 5075.642578
	Iteration 62Q: 3 clusters Score -3314645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3314646.500000 Penalty: 5075.642578
	Iteration 63Q: 3 clusters Score -3314646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3314647.750000 Penalty: 5075.642578
	Iteration 64Q: 3 clusters Score -3314648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3314651.750000 Penalty: 5075.642578
	Iteration 65Q: 3 clusters Score -3314652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3314653.750000 Penalty: 5075.642578
	Iteration 66Q: 3 clusters Score -3314654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3314647.250000 Penalty: 5075.642578
	Iteration 67Q: 3 clusters Score -3314647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3314647.500000 Penalty: 5075.642578
	Iteration 68Q: 3 clusters Score -3314648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3314650.750000 Penalty: 5075.642578
	Iteration 69Q: 3 clusters Score -3314651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3314654.500000 Penalty: 5075.642578
	Iteration 70Q: 3 clusters Score -3314654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3314655.750000 Penalty: 5075.642578
	Iteration 71Q: 3 clusters Score -3314656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3314656.500000 Penalty: 5075.642578
	Iteration 72Q: 3 clusters Score -3314656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3314654.250000 Penalty: 5075.642578
	Iteration 73Q: 3 clusters Score -3314654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3314654.500000 Penalty: 5075.642578
	Iteration 74Q: 3 clusters Score -3314654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3314655.000000 Penalty: 5075.642578
	Iteration 75Q: 3 clusters Score -3314655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3314651.750000 Penalty: 5075.642578
	Iteration 76Q: 3 clusters Score -3314652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3314654.000000 Penalty: 5075.642578
	Iteration 77Q: 3 clusters Score -3314654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3314647.500000 Penalty: 5075.642578
	Iteration 78Q: 3 clusters Score -3314648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3314649.750000 Penalty: 5075.642578
	Iteration 79Q: 3 clusters Score -3314650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3314654.000000 Penalty: 5075.642578
	Iteration 80F: 3 clusters Score -3314654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3314653.750000 Penalty: 5075.642578
	Iteration 81Q: 3 clusters Score -3314654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3314653.000000 Penalty: 5075.642578
	Iteration 82Q: 3 clusters Score -3314653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3314653.000000 Penalty: 5075.642578
	Iteration 83F: 3 clusters Score -3314653 nChanged 0
--- Evaluating fit on full set of 963655 points ---
Entering Unmasked Estep 
Score: -106933712.000000 Penalty: 105929.015625
22->32 Clusters: Score -106933712.000000, best is -107291416.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 321218 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 14585 members 
Mstep: Class 3 contains 14540 members 
Mstep: Class 4 contains 14662 members 
Mstep: Class 5 contains 14637 members 
Mstep: Class 6 contains 14568 members 
Mstep: Class 7 contains 14777 members 
Mstep: Class 8 contains 14570 members 
Mstep: Class 9 contains 14819 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 11 contains 14699 members 
Mstep: Class 12 contains 14682 members 
Mstep: Class 13 contains 14629 members 
Mstep: Class 14 contains 14665 members 
Mstep: Class 15 contains 14636 members 
Mstep: Class 16 contains 14638 members 
Mstep: Class 17 contains 14460 members 
Mstep: Class 18 contains 14501 members 
Mstep: Class 19 contains 14410 members 
Mstep: Class 20 contains 14627 members 
Mstep: Class 21 contains 14698 members 
Mstep: Class 22 contains 14317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 479.569458 but Gain 3144.609375
Score: -33094134.000000 Penalty: 66036.789062
Iteration 0F: 22 clusters Score -3.309413e+07 nChanged 304602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1282 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 12170 members 
Mstep: Class 4 contains 12437 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 23125 members 
Mstep: Class 7 contains 23644 members 
Mstep: Class 8 contains 7981 members 
Mstep: Class 9 contains 79450 members 
Mstep: Class 10 contains 10844 members 
Mstep: Class 11 contains 10699 members 
Mstep: Class 12 contains 11128 members 
Mstep: Class 13 contains 8412 members 
Mstep: Class 14 contains 10806 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 10622 members 
Mstep: Class 17 contains 21003 members 
Mstep: Class 18 contains 7337 members 
Mstep: Class 19 contains 11098 members 
Mstep: Class 20 contains 13728 members 
Mstep: Class 22 contains 12114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1993.905640 but Gain 3144.605469
Score: -34727672.000000 Penalty: 62892.183594
Iteration 1F: 21 clusters Score -3.472767e+07 nChanged 150484
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 2899 members 
Mstep: Class 3 contains 10120 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 17569 members 
Mstep: Class 7 contains 20893 members 
Mstep: Class 8 contains 13838 members 
Mstep: Class 9 contains 123480 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 10750 members 
Mstep: Class 13 contains 4516 members 
Mstep: Class 14 contains 8190 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 20410 members 
Mstep: Class 18 contains 8537 members 
Mstep: Class 19 contains 6861 members 
Mstep: Class 20 contains 11180 members 
Mstep: Class 22 contains 8008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35128216.000000 Penalty: 62892.183594
Iteration 2F: 21 clusters Score -3.512822e+07 nChanged 78084
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 4200 members 
Mstep: Class 3 contains 8156 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 3645 members 
Mstep: Class 6 contains 13352 members 
Mstep: Class 7 contains 19455 members 
Mstep: Class 8 contains 12216 members 
Mstep: Class 9 contains 129561 members 
Mstep: Class 10 contains 7688 members 
Mstep: Class 11 contains 6529 members 
Mstep: Class 12 contains 13096 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 10269 members 
Mstep: Class 16 contains 3637 members 
Mstep: Class 17 contains 17856 members 
Mstep: Class 18 contains 10730 members 
Mstep: Class 19 contains 6456 members 
Mstep: Class 20 contains 9804 members 
Mstep: Class 22 contains 8113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35283408.000000 Penalty: 62892.183594
Iteration 3F: 21 clusters Score -3.528341e+07 nChanged 53659
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 5335 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 13272 members 
Mstep: Class 7 contains 21057 members 
Mstep: Class 8 contains 10885 members 
Mstep: Class 9 contains 124156 members 
Mstep: Class 10 contains 6675 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 16525 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 16 contains 3104 members 
Mstep: Class 17 contains 16181 members 
Mstep: Class 18 contains 11044 members 
Mstep: Class 19 contains 6853 members 
Mstep: Class 20 contains 8204 members 
Mstep: Class 22 contains 8484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35370980.000000 Penalty: 62892.183594
Iteration 4F: 21 clusters Score -3.537098e+07 nChanged 41258
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 6018 members 
Mstep: Class 3 contains 5277 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 3368 members 
Mstep: Class 6 contains 15010 members 
Mstep: Class 7 contains 21841 members 
Mstep: Class 8 contains 9866 members 
Mstep: Class 9 contains 116012 members 
Mstep: Class 10 contains 6311 members 
Mstep: Class 11 contains 8399 members 
Mstep: Class 12 contains 19932 members 
Mstep: Class 13 contains 4027 members 
Mstep: Class 14 contains 14600 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 15143 members 
Mstep: Class 18 contains 11069 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 6787 members 
Mstep: Class 22 contains 8969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35428316.000000 Penalty: 62892.183594
Iteration 5F: 21 clusters Score -3.542832e+07 nChanged 32398
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 6408 members 
Mstep: Class 3 contains 5083 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 16771 members 
Mstep: Class 7 contains 21589 members 
Mstep: Class 8 contains 9042 members 
Mstep: Class 9 contains 107769 members 
Mstep: Class 10 contains 6420 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 22803 members 
Mstep: Class 13 contains 4105 members 
Mstep: Class 14 contains 16605 members 
Mstep: Class 16 contains 3695 members 
Mstep: Class 17 contains 15373 members 
Mstep: Class 18 contains 10822 members 
Mstep: Class 19 contains 8262 members 
Mstep: Class 20 contains 5881 members 
Mstep: Class 22 contains 9505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35467160.000000 Penalty: 62892.183594
Iteration 6F: 21 clusters Score -3.546716e+07 nChanged 25632
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 6744 members 
Mstep: Class 3 contains 5080 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 6 contains 17836 members 
Mstep: Class 7 contains 20382 members 
Mstep: Class 8 contains 8429 members 
Mstep: Class 9 contains 100969 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 9834 members 
Mstep: Class 12 contains 25052 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 18382 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 16432 members 
Mstep: Class 18 contains 10601 members 
Mstep: Class 19 contains 8890 members 
Mstep: Class 20 contains 5471 members 
Mstep: Class 22 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35491308.000000 Penalty: 62892.183594
Iteration 7F: 21 clusters Score -3.549131e+07 nChanged 20324
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 7117 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 3293 members 
Mstep: Class 5 contains 3557 members 
Mstep: Class 6 contains 18323 members 
Mstep: Class 7 contains 18833 members 
Mstep: Class 8 contains 7943 members 
Mstep: Class 9 contains 95999 members 
Mstep: Class 10 contains 6755 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 26754 members 
Mstep: Class 13 contains 4215 members 
Mstep: Class 14 contains 20114 members 
Mstep: Class 16 contains 4906 members 
Mstep: Class 17 contains 17189 members 
Mstep: Class 18 contains 10522 members 
Mstep: Class 19 contains 9433 members 
Mstep: Class 20 contains 5413 members 
Mstep: Class 22 contains 10685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35507776.000000 Penalty: 62892.183594
Iteration 8F: 21 clusters Score -3.550778e+07 nChanged 16912
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 3858 members 
Mstep: Class 6 contains 18550 members 
Mstep: Class 7 contains 17622 members 
Mstep: Class 8 contains 7554 members 
Mstep: Class 9 contains 92136 members 
Mstep: Class 10 contains 6764 members 
Mstep: Class 11 contains 10714 members 
Mstep: Class 12 contains 27887 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 21821 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 17546 members 
Mstep: Class 18 contains 10367 members 
Mstep: Class 19 contains 9876 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 22 contains 11445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35519772.000000 Penalty: 62892.183594
Iteration 9F: 21 clusters Score -3.551977e+07 nChanged 14366
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 7805 members 
Mstep: Class 3 contains 5002 members 
Mstep: Class 4 contains 2821 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 18713 members 
Mstep: Class 7 contains 16882 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 89006 members 
Mstep: Class 10 contains 6689 members 
Mstep: Class 11 contains 11029 members 
Mstep: Class 12 contains 28472 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 23443 members 
Mstep: Class 16 contains 6148 members 
Mstep: Class 17 contains 17514 members 
Mstep: Class 18 contains 10143 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 5915 members 
Mstep: Class 22 contains 12253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35528600.000000 Penalty: 62892.183594
Iteration 10Q: 21 clusters Score -3.55286e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 8058 members 
Mstep: Class 3 contains 4916 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 4575 members 
Mstep: Class 6 contains 18738 members 
Mstep: Class 7 contains 16480 members 
Mstep: Class 8 contains 7070 members 
Mstep: Class 9 contains 86480 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 11324 members 
Mstep: Class 12 contains 28659 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 24959 members 
Mstep: Class 16 contains 6612 members 
Mstep: Class 17 contains 17357 members 
Mstep: Class 18 contains 9882 members 
Mstep: Class 19 contains 10568 members 
Mstep: Class 20 contains 6351 members 
Mstep: Class 22 contains 13055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35535944.000000 Penalty: 62892.183594
Iteration 11Q: 21 clusters Score -3.553594e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 8266 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 4969 members 
Mstep: Class 6 contains 18709 members 
Mstep: Class 7 contains 16184 members 
Mstep: Class 8 contains 6929 members 
Mstep: Class 9 contains 84354 members 
Mstep: Class 10 contains 6517 members 
Mstep: Class 11 contains 11592 members 
Mstep: Class 12 contains 28637 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 26191 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 17033 members 
Mstep: Class 18 contains 9679 members 
Mstep: Class 19 contains 10850 members 
Mstep: Class 20 contains 6901 members 
Mstep: Class 22 contains 13871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35541636.000000 Penalty: 62892.183594
Iteration 12Q: 21 clusters Score -3.554164e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 8421 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 5437 members 
Mstep: Class 6 contains 18515 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 82448 members 
Mstep: Class 10 contains 6428 members 
Mstep: Class 11 contains 11878 members 
Mstep: Class 12 contains 28516 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 27290 members 
Mstep: Class 16 contains 7420 members 
Mstep: Class 17 contains 16645 members 
Mstep: Class 18 contains 9540 members 
Mstep: Class 19 contains 11124 members 
Mstep: Class 20 contains 7612 members 
Mstep: Class 22 contains 14593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35547200.000000 Penalty: 62892.183594
Iteration 13Q: 21 clusters Score -3.55472e+07 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 8508 members 
Mstep: Class 3 contains 4631 members 
Mstep: Class 4 contains 2416 members 
Mstep: Class 5 contains 5931 members 
Mstep: Class 6 contains 18183 members 
Mstep: Class 7 contains 15836 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 80773 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 12138 members 
Mstep: Class 12 contains 28315 members 
Mstep: Class 13 contains 4642 members 
Mstep: Class 14 contains 28281 members 
Mstep: Class 16 contains 7772 members 
Mstep: Class 17 contains 16250 members 
Mstep: Class 18 contains 9471 members 
Mstep: Class 19 contains 11351 members 
Mstep: Class 20 contains 8593 members 
Mstep: Class 22 contains 15244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35553200.000000 Penalty: 62892.183594
Iteration 14Q: 21 clusters Score -3.55532e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 8606 members 
Mstep: Class 3 contains 4547 members 
Mstep: Class 4 contains 2322 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 17722 members 
Mstep: Class 7 contains 15740 members 
Mstep: Class 8 contains 6757 members 
Mstep: Class 9 contains 79220 members 
Mstep: Class 10 contains 6117 members 
Mstep: Class 11 contains 12324 members 
Mstep: Class 12 contains 28099 members 
Mstep: Class 13 contains 4785 members 
Mstep: Class 14 contains 29147 members 
Mstep: Class 16 contains 8083 members 
Mstep: Class 17 contains 15854 members 
Mstep: Class 18 contains 9513 members 
Mstep: Class 19 contains 11561 members 
Mstep: Class 20 contains 9985 members 
Mstep: Class 22 contains 15828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35560152.000000 Penalty: 62892.183594
Iteration 15Q: 21 clusters Score -3.556015e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 8639 members 
Mstep: Class 3 contains 4472 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 6967 members 
Mstep: Class 6 contains 17091 members 
Mstep: Class 7 contains 15638 members 
Mstep: Class 8 contains 6761 members 
Mstep: Class 9 contains 77775 members 
Mstep: Class 10 contains 5950 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 12 contains 27802 members 
Mstep: Class 13 contains 4979 members 
Mstep: Class 14 contains 29901 members 
Mstep: Class 16 contains 8250 members 
Mstep: Class 17 contains 15463 members 
Mstep: Class 18 contains 9661 members 
Mstep: Class 19 contains 11760 members 
Mstep: Class 20 contains 12002 members 
Mstep: Class 22 contains 16461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35568824.000000 Penalty: 62892.183594
Iteration 16Q: 21 clusters Score -3.556882e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 8580 members 
Mstep: Class 3 contains 4420 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 16278 members 
Mstep: Class 7 contains 15499 members 
Mstep: Class 8 contains 6755 members 
Mstep: Class 9 contains 76420 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 12566 members 
Mstep: Class 12 contains 27517 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 30446 members 
Mstep: Class 16 contains 8386 members 
Mstep: Class 17 contains 14986 members 
Mstep: Class 18 contains 9799 members 
Mstep: Class 19 contains 11964 members 
Mstep: Class 20 contains 14349 members 
Mstep: Class 22 contains 17137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35579700.000000 Penalty: 62892.183594
Iteration 17Q: 21 clusters Score -3.55797e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 8368 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 6 contains 15384 members 
Mstep: Class 7 contains 15353 members 
Mstep: Class 8 contains 6754 members 
Mstep: Class 9 contains 75183 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 12693 members 
Mstep: Class 12 contains 27229 members 
Mstep: Class 13 contains 5556 members 
Mstep: Class 14 contains 30876 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 14447 members 
Mstep: Class 18 contains 9944 members 
Mstep: Class 19 contains 12155 members 
Mstep: Class 20 contains 16106 members 
Mstep: Class 22 contains 17802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35590360.000000 Penalty: 62892.183594
Iteration 18Q: 21 clusters Score -3.559036e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 4352 members 
Mstep: Class 4 contains 1969 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 14449 members 
Mstep: Class 7 contains 15235 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 74045 members 
Mstep: Class 10 contains 5742 members 
Mstep: Class 11 contains 12810 members 
Mstep: Class 12 contains 27019 members 
Mstep: Class 13 contains 5876 members 
Mstep: Class 14 contains 31262 members 
Mstep: Class 16 contains 8534 members 
Mstep: Class 17 contains 13884 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 12345 members 
Mstep: Class 20 contains 16718 members 
Mstep: Class 22 contains 18455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35597824.000000 Penalty: 62892.183594
Iteration 19Q: 21 clusters Score -3.559782e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 7601 members 
Mstep: Class 3 contains 4331 members 
Mstep: Class 4 contains 1931 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 13627 members 
Mstep: Class 7 contains 15136 members 
Mstep: Class 8 contains 6781 members 
Mstep: Class 9 contains 73066 members 
Mstep: Class 10 contains 5689 members 
Mstep: Class 11 contains 12903 members 
Mstep: Class 12 contains 26783 members 
Mstep: Class 13 contains 6270 members 
Mstep: Class 14 contains 31578 members 
Mstep: Class 16 contains 8568 members 
Mstep: Class 17 contains 13369 members 
Mstep: Class 18 contains 10118 members 
Mstep: Class 19 contains 12495 members 
Mstep: Class 20 contains 16716 members 
Mstep: Class 22 contains 19244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35607004.000000 Penalty: 62892.183594
Iteration 20F: 21 clusters Score -3.5607e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 4311 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 8875 members 
Mstep: Class 6 contains 12954 members 
Mstep: Class 7 contains 15073 members 
Mstep: Class 8 contains 6763 members 
Mstep: Class 9 contains 72093 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 11 contains 12935 members 
Mstep: Class 12 contains 26495 members 
Mstep: Class 13 contains 6761 members 
Mstep: Class 14 contains 31923 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 12856 members 
Mstep: Class 18 contains 10160 members 
Mstep: Class 19 contains 12590 members 
Mstep: Class 20 contains 16193 members 
Mstep: Class 22 contains 20155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35617884.000000 Penalty: 62892.183594
Iteration 21Q: 21 clusters Score -3.561788e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 2601 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 12396 members 
Mstep: Class 7 contains 14988 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 71044 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 11 contains 12934 members 
Mstep: Class 12 contains 26264 members 
Mstep: Class 13 contains 7262 members 
Mstep: Class 14 contains 32184 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 13028 members 
Mstep: Class 18 contains 10221 members 
Mstep: Class 19 contains 12667 members 
Mstep: Class 20 contains 15725 members 
Mstep: Class 22 contains 20596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35626112.000000 Penalty: 62892.183594
Iteration 22Q: 21 clusters Score -3.562611e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 6962 members 
Mstep: Class 3 contains 4270 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 9279 members 
Mstep: Class 6 contains 11950 members 
Mstep: Class 7 contains 14933 members 
Mstep: Class 8 contains 6811 members 
Mstep: Class 9 contains 69798 members 
Mstep: Class 10 contains 5440 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 26006 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 32451 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 10235 members 
Mstep: Class 19 contains 12709 members 
Mstep: Class 20 contains 15410 members 
Mstep: Class 22 contains 20733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35629920.000000 Penalty: 62892.183594
Iteration 23Q: 21 clusters Score -3.562992e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 6825 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 2821 members 
Mstep: Class 5 contains 9415 members 
Mstep: Class 6 contains 11580 members 
Mstep: Class 7 contains 14881 members 
Mstep: Class 8 contains 6829 members 
Mstep: Class 9 contains 68621 members 
Mstep: Class 10 contains 5369 members 
Mstep: Class 11 contains 12907 members 
Mstep: Class 12 contains 25779 members 
Mstep: Class 13 contains 8354 members 
Mstep: Class 14 contains 32798 members 
Mstep: Class 16 contains 8872 members 
Mstep: Class 17 contains 14475 members 
Mstep: Class 18 contains 10226 members 
Mstep: Class 19 contains 12715 members 
Mstep: Class 20 contains 15197 members 
Mstep: Class 22 contains 20726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35632588.000000 Penalty: 62892.183594
Iteration 24Q: 21 clusters Score -3.563259e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 4243 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 9529 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 14797 members 
Mstep: Class 8 contains 6836 members 
Mstep: Class 9 contains 67497 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 12888 members 
Mstep: Class 12 contains 25596 members 
Mstep: Class 13 contains 8922 members 
Mstep: Class 14 contains 33097 members 
Mstep: Class 16 contains 8949 members 
Mstep: Class 17 contains 15135 members 
Mstep: Class 18 contains 10253 members 
Mstep: Class 19 contains 12723 members 
Mstep: Class 20 contains 15059 members 
Mstep: Class 22 contains 20661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35634800.000000 Penalty: 62892.183594
Iteration 25Q: 21 clusters Score -3.56348e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 6700 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 9653 members 
Mstep: Class 6 contains 10959 members 
Mstep: Class 7 contains 14684 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 66488 members 
Mstep: Class 10 contains 5179 members 
Mstep: Class 11 contains 12884 members 
Mstep: Class 12 contains 25481 members 
Mstep: Class 13 contains 9520 members 
Mstep: Class 14 contains 33406 members 
Mstep: Class 16 contains 8990 members 
Mstep: Class 17 contains 15643 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 12727 members 
Mstep: Class 20 contains 14977 members 
Mstep: Class 22 contains 20602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35636328.000000 Penalty: 62892.183594
Iteration 26Q: 21 clusters Score -3.563633e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 6673 members 
Mstep: Class 3 contains 4201 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 9774 members 
Mstep: Class 6 contains 10705 members 
Mstep: Class 7 contains 14507 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 65601 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 12886 members 
Mstep: Class 12 contains 25341 members 
Mstep: Class 13 contains 10115 members 
Mstep: Class 14 contains 33749 members 
Mstep: Class 16 contains 9031 members 
Mstep: Class 17 contains 16047 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 12712 members 
Mstep: Class 20 contains 14930 members 
Mstep: Class 22 contains 20580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35637752.000000 Penalty: 62892.183594
Iteration 27Q: 21 clusters Score -3.563775e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 2856 members 
Mstep: Class 5 contains 9896 members 
Mstep: Class 6 contains 10450 members 
Mstep: Class 7 contains 14290 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 64797 members 
Mstep: Class 10 contains 4966 members 
Mstep: Class 11 contains 12885 members 
Mstep: Class 12 contains 25210 members 
Mstep: Class 13 contains 10735 members 
Mstep: Class 14 contains 34043 members 
Mstep: Class 16 contains 9047 members 
Mstep: Class 17 contains 16343 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 12675 members 
Mstep: Class 20 contains 14893 members 
Mstep: Class 22 contains 20653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35639264.000000 Penalty: 62892.183594
Iteration 28Q: 21 clusters Score -3.563926e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 10011 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 14027 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 64010 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 12895 members 
Mstep: Class 12 contains 25088 members 
Mstep: Class 13 contains 11373 members 
Mstep: Class 14 contains 34326 members 
Mstep: Class 16 contains 9046 members 
Mstep: Class 17 contains 16546 members 
Mstep: Class 18 contains 10316 members 
Mstep: Class 19 contains 12649 members 
Mstep: Class 20 contains 14873 members 
Mstep: Class 22 contains 20757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35641032.000000 Penalty: 62892.183594
Iteration 29Q: 21 clusters Score -3.564103e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 6755 members 
Mstep: Class 3 contains 4144 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 10115 members 
Mstep: Class 6 contains 9973 members 
Mstep: Class 7 contains 13719 members 
Mstep: Class 8 contains 6851 members 
Mstep: Class 9 contains 63277 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 12896 members 
Mstep: Class 12 contains 24991 members 
Mstep: Class 13 contains 11975 members 
Mstep: Class 14 contains 34553 members 
Mstep: Class 16 contains 9063 members 
Mstep: Class 17 contains 16667 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 12613 members 
Mstep: Class 20 contains 14858 members 
Mstep: Class 22 contains 20917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35642352.000000 Penalty: 62892.183594
Iteration 30Q: 21 clusters Score -3.564235e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 6839 members 
Mstep: Class 3 contains 4128 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 10193 members 
Mstep: Class 6 contains 9771 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 6855 members 
Mstep: Class 9 contains 62575 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 12890 members 
Mstep: Class 12 contains 24868 members 
Mstep: Class 13 contains 12530 members 
Mstep: Class 14 contains 34718 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 17 contains 16750 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 12592 members 
Mstep: Class 20 contains 14847 members 
Mstep: Class 22 contains 21132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35644116.000000 Penalty: 62892.183594
Iteration 31Q: 21 clusters Score -3.564412e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 6937 members 
Mstep: Class 3 contains 4118 members 
Mstep: Class 4 contains 2840 members 
Mstep: Class 5 contains 10238 members 
Mstep: Class 6 contains 9608 members 
Mstep: Class 7 contains 13152 members 
Mstep: Class 8 contains 6860 members 
Mstep: Class 9 contains 61875 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 11 contains 12918 members 
Mstep: Class 12 contains 24739 members 
Mstep: Class 13 contains 13038 members 
Mstep: Class 14 contains 34843 members 
Mstep: Class 16 contains 9017 members 
Mstep: Class 17 contains 16789 members 
Mstep: Class 18 contains 10834 members 
Mstep: Class 19 contains 12582 members 
Mstep: Class 20 contains 14836 members 
Mstep: Class 22 contains 21385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35645396.000000 Penalty: 62892.183594
Iteration 32Q: 21 clusters Score -3.56454e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 10288 members 
Mstep: Class 6 contains 9462 members 
Mstep: Class 7 contains 12928 members 
Mstep: Class 8 contains 6863 members 
Mstep: Class 9 contains 61154 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 12945 members 
Mstep: Class 12 contains 24616 members 
Mstep: Class 13 contains 13502 members 
Mstep: Class 14 contains 34958 members 
Mstep: Class 16 contains 8979 members 
Mstep: Class 17 contains 16827 members 
Mstep: Class 18 contains 11052 members 
Mstep: Class 19 contains 12593 members 
Mstep: Class 20 contains 14825 members 
Mstep: Class 22 contains 21553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35646212.000000 Penalty: 62892.183594
Iteration 33Q: 21 clusters Score -3.564621e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 7218 members 
Mstep: Class 3 contains 4095 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 10336 members 
Mstep: Class 6 contains 9316 members 
Mstep: Class 7 contains 12709 members 
Mstep: Class 8 contains 6868 members 
Mstep: Class 9 contains 60462 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 13003 members 
Mstep: Class 12 contains 24483 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 35097 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 16863 members 
Mstep: Class 18 contains 11223 members 
Mstep: Class 19 contains 12581 members 
Mstep: Class 20 contains 14819 members 
Mstep: Class 22 contains 21738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35646904.000000 Penalty: 62892.183594
Iteration 34Q: 21 clusters Score -3.56469e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 7371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 2828 members 
Mstep: Class 5 contains 10343 members 
Mstep: Class 6 contains 9177 members 
Mstep: Class 7 contains 12544 members 
Mstep: Class 8 contains 6874 members 
Mstep: Class 9 contains 59834 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 13073 members 
Mstep: Class 12 contains 24329 members 
Mstep: Class 13 contains 14361 members 
Mstep: Class 14 contains 35227 members 
Mstep: Class 16 contains 8859 members 
Mstep: Class 17 contains 16889 members 
Mstep: Class 18 contains 11385 members 
Mstep: Class 19 contains 12569 members 
Mstep: Class 20 contains 14815 members 
Mstep: Class 22 contains 21901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35647508.000000 Penalty: 62892.183594
Iteration 35Q: 21 clusters Score -3.564751e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 7490 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 2821 members 
Mstep: Class 5 contains 10376 members 
Mstep: Class 6 contains 9053 members 
Mstep: Class 7 contains 12375 members 
Mstep: Class 8 contains 6882 members 
Mstep: Class 9 contains 59231 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 13148 members 
Mstep: Class 12 contains 24192 members 
Mstep: Class 13 contains 14749 members 
Mstep: Class 14 contains 35325 members 
Mstep: Class 16 contains 8786 members 
Mstep: Class 17 contains 16915 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 12579 members 
Mstep: Class 20 contains 14807 members 
Mstep: Class 22 contains 22068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648108.000000 Penalty: 62892.183594
Iteration 36Q: 21 clusters Score -3.564811e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 7646 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 10401 members 
Mstep: Class 6 contains 8923 members 
Mstep: Class 7 contains 12200 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 58643 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13226 members 
Mstep: Class 12 contains 24078 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 35354 members 
Mstep: Class 16 contains 8687 members 
Mstep: Class 17 contains 16926 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 12601 members 
Mstep: Class 20 contains 14805 members 
Mstep: Class 22 contains 22259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35648896.000000 Penalty: 62892.183594
Iteration 37Q: 21 clusters Score -3.56489e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 7814 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 10433 members 
Mstep: Class 6 contains 8791 members 
Mstep: Class 7 contains 12029 members 
Mstep: Class 8 contains 6896 members 
Mstep: Class 9 contains 58170 members 
Mstep: Class 10 contains 4431 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 23988 members 
Mstep: Class 13 contains 15429 members 
Mstep: Class 14 contains 35321 members 
Mstep: Class 16 contains 8595 members 
Mstep: Class 17 contains 16939 members 
Mstep: Class 18 contains 11884 members 
Mstep: Class 19 contains 12626 members 
Mstep: Class 20 contains 14801 members 
Mstep: Class 22 contains 22423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35649472.000000 Penalty: 62892.183594
Iteration 38Q: 21 clusters Score -3.564947e+07 nChanged 2196
Entering ConstructFrom: 
Score: -35649472.000000 Penalty: 62892.183594
Entering ConstructFrom: 
Trying to split cluster 1 (30450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Entering Unmasked Estep 
Score: -3602436.500000 Penalty: 2560.312500
	Iteration 0F: 2 clusters Score -3602436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3581576.250000 Penalty: 5120.625000
	Iteration 0F: 3 clusters Score -3581576 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3589678.250000 Penalty: 5120.625000
	Iteration 1F: 3 clusters Score -3589678 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3591342.000000 Penalty: 5120.625000
	Iteration 2F: 3 clusters Score -3591342 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3594234.750000 Penalty: 5120.625000
	Iteration 3F: 3 clusters Score -3594235 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3597933.750000 Penalty: 5120.625000
	Iteration 4F: 3 clusters Score -3597934 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -3601293.250000 Penalty: 5120.625000
	Iteration 5F: 3 clusters Score -3601293 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -3603133.750000 Penalty: 5120.625000
	Iteration 6F: 3 clusters Score -3603134 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3604068.750000 Penalty: 5120.625000
	Iteration 7Q: 3 clusters Score -3604069 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3604588.750000 Penalty: 5120.625000
	Iteration 8Q: 3 clusters Score -3604589 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3604884.000000 Penalty: 5120.625000
	Iteration 9Q: 3 clusters Score -3604884 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3605047.250000 Penalty: 5120.625000
	Iteration 10Q: 3 clusters Score -3605047 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -3605187.500000 Penalty: 5120.625000
	Iteration 11Q: 3 clusters Score -3605188 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3605280.000000 Penalty: 5120.625000
	Iteration 12Q: 3 clusters Score -3605280 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3605364.250000 Penalty: 5120.625000
	Iteration 13Q: 3 clusters Score -3605364 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3605426.000000 Penalty: 5120.625000
	Iteration 14Q: 3 clusters Score -3605426 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3605470.500000 Penalty: 5120.625000
	Iteration 15Q: 3 clusters Score -3605470 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3605515.750000 Penalty: 5120.625000
	Iteration 16Q: 3 clusters Score -3605516 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3605523.500000 Penalty: 5120.625000
	Iteration 17Q: 3 clusters Score -3605524 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3605532.000000 Penalty: 5120.625000
	Iteration 18Q: 3 clusters Score -3605532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3605547.000000 Penalty: 5120.625000
	Iteration 19Q: 3 clusters Score -3605547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3605554.250000 Penalty: 5120.625000
	Iteration 20F: 3 clusters Score -3605554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3605552.250000 Penalty: 5120.625000
	Iteration 21Q: 3 clusters Score -3605552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3605563.750000 Penalty: 5120.625000
	Iteration 22Q: 3 clusters Score -3605564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -3605559.250000 Penalty: 5120.625000
	Iteration 23Q: 3 clusters Score -3605559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3605559.000000 Penalty: 5120.625000
	Iteration 24Q: 3 clusters Score -3605559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3605563.500000 Penalty: 5120.625000
	Iteration 25Q: 3 clusters Score -3605564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3605561.000000 Penalty: 5120.625000
	Iteration 26Q: 3 clusters Score -3605561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3605565.000000 Penalty: 5120.625000
	Iteration 27Q: 3 clusters Score -3605565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3605564.250000 Penalty: 5120.625000
	Iteration 28Q: 3 clusters Score -3605564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3605561.250000 Penalty: 5120.625000
	Iteration 29Q: 3 clusters Score -3605561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -3605561.000000 Penalty: 5120.625000
	Iteration 30Q: 3 clusters Score -3605561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3605560.250000 Penalty: 5120.625000
	Iteration 31Q: 3 clusters Score -3605560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3605562.750000 Penalty: 5120.625000
	Iteration 32Q: 3 clusters Score -3605563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3605563.750000 Penalty: 5120.625000
	Iteration 33Q: 3 clusters Score -3605564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3605565.000000 Penalty: 5120.625000
	Iteration 34Q: 3 clusters Score -3605565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3605556.250000 Penalty: 5120.625000
	Iteration 35Q: 3 clusters Score -3605556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3605556.250000 Penalty: 5120.625000
	Iteration 36Q: 3 clusters Score -3605556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3605559.750000 Penalty: 5120.625000
	Iteration 37Q: 3 clusters Score -3605560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3605561.000000 Penalty: 5120.625000
	Iteration 38Q: 3 clusters Score -3605561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3605564.000000 Penalty: 5120.625000
	Iteration 39Q: 3 clusters Score -3605564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3605565.750000 Penalty: 5120.625000
	Iteration 40F: 3 clusters Score -3605566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3605562.000000 Penalty: 5120.625000
	Iteration 41Q: 3 clusters Score -3605562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3605560.500000 Penalty: 5120.625000
	Iteration 42Q: 3 clusters Score -3605560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3605560.500000 Penalty: 5120.625000
	Iteration 43F: 3 clusters Score -3605560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 4086 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 57672 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 12018 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 22 contains 22616 members 
Entering Unmasked Estep 
Score: -35652044.000000 Penalty: 66036.789062
Splitting cluster 1 changes total score from -35649472.000000 to -35652044.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 2 (7995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Entering Unmasked Estep 
Score: -870910.812500 Penalty: 2228.669678
	Iteration 0F: 2 clusters Score -870910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -864533.875000 Penalty: 4457.339355
	Iteration 0F: 3 clusters Score -864533.9 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -866393.312500 Penalty: 4457.339355
	Iteration 1F: 3 clusters Score -866393.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -866848.125000 Penalty: 4457.339355
	Iteration 2F: 3 clusters Score -866848.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -867313.812500 Penalty: 4457.339355
	Iteration 3F: 3 clusters Score -867313.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -867792.687500 Penalty: 4457.339355
	Iteration 4F: 3 clusters Score -867792.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -868335.812500 Penalty: 4457.339355
	Iteration 5F: 3 clusters Score -868335.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -868805.625000 Penalty: 4457.339355
	Iteration 6F: 3 clusters Score -868805.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -869139.625000 Penalty: 4457.339355
	Iteration 7F: 3 clusters Score -869139.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -869340.187500 Penalty: 4457.339355
	Iteration 8Q: 3 clusters Score -869340.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -869470.750000 Penalty: 4457.339355
	Iteration 9Q: 3 clusters Score -869470.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -869555.937500 Penalty: 4457.339355
	Iteration 10Q: 3 clusters Score -869555.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -869631.125000 Penalty: 4457.339355
	Iteration 11Q: 3 clusters Score -869631.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -869676.125000 Penalty: 4457.339355
	Iteration 12Q: 3 clusters Score -869676.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -869709.250000 Penalty: 4457.339355
	Iteration 13Q: 3 clusters Score -869709.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -869732.125000 Penalty: 4457.339355
	Iteration 14Q: 3 clusters Score -869732.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -869749.937500 Penalty: 4457.339355
	Iteration 15Q: 3 clusters Score -869749.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -869769.187500 Penalty: 4457.339355
	Iteration 16Q: 3 clusters Score -869769.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -869782.312500 Penalty: 4457.339355
	Iteration 17Q: 3 clusters Score -869782.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -869791.937500 Penalty: 4457.339355
	Iteration 18Q: 3 clusters Score -869791.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -869801.750000 Penalty: 4457.339355
	Iteration 19Q: 3 clusters Score -869801.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -869813.125000 Penalty: 4457.339355
	Iteration 20F: 3 clusters Score -869813.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -869824.062500 Penalty: 4457.339355
	Iteration 21Q: 3 clusters Score -869824.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -869827.562500 Penalty: 4457.339355
	Iteration 22Q: 3 clusters Score -869827.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -869832.312500 Penalty: 4457.339355
	Iteration 23Q: 3 clusters Score -869832.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -869838.125000 Penalty: 4457.339355
	Iteration 24Q: 3 clusters Score -869838.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -869841.812500 Penalty: 4457.339355
	Iteration 25Q: 3 clusters Score -869841.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -869848.500000 Penalty: 4457.339355
	Iteration 26Q: 3 clusters Score -869848.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -869854.875000 Penalty: 4457.339355
	Iteration 27Q: 3 clusters Score -869854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -869860.937500 Penalty: 4457.339355
	Iteration 28Q: 3 clusters Score -869860.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -869862.750000 Penalty: 4457.339355
	Iteration 29Q: 3 clusters Score -869862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -869863.937500 Penalty: 4457.339355
	Iteration 30Q: 3 clusters Score -869863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -869864.437500 Penalty: 4457.339355
	Iteration 31Q: 3 clusters Score -869864.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -869866.562500 Penalty: 4457.339355
	Iteration 32Q: 3 clusters Score -869866.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -869867.187500 Penalty: 4457.339355
	Iteration 33Q: 3 clusters Score -869867.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -869871.812500 Penalty: 4457.339355
	Iteration 34Q: 3 clusters Score -869871.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -869871.062500 Penalty: 4457.339355
	Iteration 35Q: 3 clusters Score -869871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -869870.750000 Penalty: 4457.339355
	Iteration 36Q: 3 clusters Score -869870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -869870.187500 Penalty: 4457.339355
	Iteration 37Q: 3 clusters Score -869870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -869870.187500 Penalty: 4457.339355
	Iteration 38F: 3 clusters Score -869870.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Entering Unmasked Estep 
Score: -476015.968750 Penalty: 2062.199951
	Iteration 0F: 2 clusters Score -476016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -472089.375000 Penalty: 4124.399902
	Iteration 0F: 3 clusters Score -472089.4 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -473024.500000 Penalty: 4124.399902
	Iteration 1F: 3 clusters Score -473024.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -473346.718750 Penalty: 4124.399902
	Iteration 2F: 3 clusters Score -473346.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -473700.968750 Penalty: 4124.399902
	Iteration 3F: 3 clusters Score -473701 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -474069.812500 Penalty: 4124.399902
	Iteration 4F: 3 clusters Score -474069.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -474486.968750 Penalty: 4124.399902
	Iteration 5F: 3 clusters Score -474487 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -474867.343750 Penalty: 4124.399902
	Iteration 6F: 3 clusters Score -474867.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -475191.593750 Penalty: 4124.399902
	Iteration 7F: 3 clusters Score -475191.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -475505.812500 Penalty: 4124.399902
	Iteration 8Q: 3 clusters Score -475505.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -475702.000000 Penalty: 4124.399902
	Iteration 9Q: 3 clusters Score -475702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -475823.281250 Penalty: 4124.399902
	Iteration 10Q: 3 clusters Score -475823.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -475919.343750 Penalty: 4124.399902
	Iteration 11Q: 3 clusters Score -475919.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -475982.593750 Penalty: 4124.399902
	Iteration 12Q: 3 clusters Score -475982.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -476031.718750 Penalty: 4124.399902
	Iteration 13Q: 3 clusters Score -476031.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -476074.437500 Penalty: 4124.399902
	Iteration 14Q: 3 clusters Score -476074.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -476119.781250 Penalty: 4124.399902
	Iteration 15Q: 3 clusters Score -476119.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -476155.593750 Penalty: 4124.399902
	Iteration 16Q: 3 clusters Score -476155.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -476180.250000 Penalty: 4124.399902
	Iteration 17Q: 3 clusters Score -476180.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -476197.937500 Penalty: 4124.399902
	Iteration 18Q: 3 clusters Score -476197.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -476215.187500 Penalty: 4124.399902
	Iteration 19Q: 3 clusters Score -476215.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -476234.093750 Penalty: 4124.399902
	Iteration 20F: 3 clusters Score -476234.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -476257.656250 Penalty: 4124.399902
	Iteration 21Q: 3 clusters Score -476257.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -476269.531250 Penalty: 4124.399902
	Iteration 22Q: 3 clusters Score -476269.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -476277.375000 Penalty: 4124.399902
	Iteration 23Q: 3 clusters Score -476277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -476283.468750 Penalty: 4124.399902
	Iteration 24Q: 3 clusters Score -476283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -476284.468750 Penalty: 4124.399902
	Iteration 25Q: 3 clusters Score -476284.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -476285.156250 Penalty: 4124.399902
	Iteration 26Q: 3 clusters Score -476285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -476285.156250 Penalty: 4124.399902
	Iteration 27F: 3 clusters Score -476285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 8680 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 57672 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 12018 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 2822 members 
Mstep: Class 22 contains 22616 members 
Entering Unmasked Estep 
Score: -35651316.000000 Penalty: 69181.398438
Splitting cluster 3 changes total score from -35649472.000000 to -35651316.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -303655.593750 Penalty: 1969.793945
	Iteration 0F: 2 clusters Score -303655.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -300570.687500 Penalty: 3939.587891
	Iteration 0F: 3 clusters Score -300570.7 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -301304.968750 Penalty: 3939.587891
	Iteration 1F: 3 clusters Score -301305 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -301547.250000 Penalty: 3939.587891
	Iteration 2F: 3 clusters Score -301547.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -301763.187500 Penalty: 3939.587891
	Iteration 3F: 3 clusters Score -301763.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -301993.281250 Penalty: 3939.587891
	Iteration 4F: 3 clusters Score -301993.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -302225.593750 Penalty: 3939.587891
	Iteration 5F: 3 clusters Score -302225.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -302445.781250 Penalty: 3939.587891
	Iteration 6F: 3 clusters Score -302445.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -302638.843750 Penalty: 3939.587891
	Iteration 7Q: 3 clusters Score -302638.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -302777.343750 Penalty: 3939.587891
	Iteration 8Q: 3 clusters Score -302777.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -302849.406250 Penalty: 3939.587891
	Iteration 9Q: 3 clusters Score -302849.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -302891.156250 Penalty: 3939.587891
	Iteration 10Q: 3 clusters Score -302891.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -302917.531250 Penalty: 3939.587891
	Iteration 11Q: 3 clusters Score -302917.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -302932.687500 Penalty: 3939.587891
	Iteration 12Q: 3 clusters Score -302932.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -302945.843750 Penalty: 3939.587891
	Iteration 13Q: 3 clusters Score -302945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -302950.843750 Penalty: 3939.587891
	Iteration 14Q: 3 clusters Score -302950.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -302952.375000 Penalty: 3939.587891
	Iteration 15Q: 3 clusters Score -302952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -302953.000000 Penalty: 3939.587891
	Iteration 16Q: 3 clusters Score -302953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -302953.093750 Penalty: 3939.587891
	Iteration 17Q: 3 clusters Score -302953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -302954.000000 Penalty: 3939.587891
	Iteration 18Q: 3 clusters Score -302954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -302954.562500 Penalty: 3939.587891
	Iteration 19Q: 3 clusters Score -302954.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -302959.500000 Penalty: 3939.587891
	Iteration 20F: 3 clusters Score -302959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -302979.593750 Penalty: 3939.587891
	Iteration 21Q: 3 clusters Score -302979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -302981.906250 Penalty: 3939.587891
	Iteration 22Q: 3 clusters Score -302981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -302983.968750 Penalty: 3939.587891
	Iteration 23Q: 3 clusters Score -302984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -302984.906250 Penalty: 3939.587891
	Iteration 24Q: 3 clusters Score -302984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -302984.906250 Penalty: 3939.587891
	Iteration 25F: 3 clusters Score -302984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Entering Unmasked Estep 
Score: -1162846.750000 Penalty: 2294.985596
	Iteration 0F: 2 clusters Score -1162847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1154930.250000 Penalty: 4589.971191
	Iteration 0F: 3 clusters Score -1154930 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1157231.125000 Penalty: 4589.971191
	Iteration 1F: 3 clusters Score -1157231 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1157607.875000 Penalty: 4589.971191
	Iteration 2F: 3 clusters Score -1157608 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1157969.000000 Penalty: 4589.971191
	Iteration 3F: 3 clusters Score -1157969 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1158329.375000 Penalty: 4589.971191
	Iteration 4F: 3 clusters Score -1158329 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1158677.500000 Penalty: 4589.971191
	Iteration 5Q: 3 clusters Score -1158678 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1158969.625000 Penalty: 4589.971191
	Iteration 6Q: 3 clusters Score -1158970 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1159190.500000 Penalty: 4589.971191
	Iteration 7Q: 3 clusters Score -1159190 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1159424.500000 Penalty: 4589.971191
	Iteration 8Q: 3 clusters Score -1159424 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1159669.000000 Penalty: 4589.971191
	Iteration 9Q: 3 clusters Score -1159669 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1159893.750000 Penalty: 4589.971191
	Iteration 10Q: 3 clusters Score -1159894 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1160111.000000 Penalty: 4589.971191
	Iteration 11Q: 3 clusters Score -1160111 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1160293.875000 Penalty: 4589.971191
	Iteration 12Q: 3 clusters Score -1160294 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1160459.750000 Penalty: 4589.971191
	Iteration 13Q: 3 clusters Score -1160460 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1160605.000000 Penalty: 4589.971191
	Iteration 14Q: 3 clusters Score -1160605 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1160713.125000 Penalty: 4589.971191
	Iteration 15Q: 3 clusters Score -1160713 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1160799.500000 Penalty: 4589.971191
	Iteration 16Q: 3 clusters Score -1160800 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1160875.250000 Penalty: 4589.971191
	Iteration 17Q: 3 clusters Score -1160875 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1160952.250000 Penalty: 4589.971191
	Iteration 18Q: 3 clusters Score -1160952 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1161034.375000 Penalty: 4589.971191
	Iteration 19Q: 3 clusters Score -1161034 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1161134.000000 Penalty: 4589.971191
	Iteration 20F: 3 clusters Score -1161134 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1161242.375000 Penalty: 4589.971191
	Iteration 21Q: 3 clusters Score -1161242 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1161333.500000 Penalty: 4589.971191
	Iteration 22Q: 3 clusters Score -1161334 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1161420.875000 Penalty: 4589.971191
	Iteration 23Q: 3 clusters Score -1161421 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1161512.125000 Penalty: 4589.971191
	Iteration 24Q: 3 clusters Score -1161512 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1161590.500000 Penalty: 4589.971191
	Iteration 25Q: 3 clusters Score -1161590 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1161671.500000 Penalty: 4589.971191
	Iteration 26Q: 3 clusters Score -1161672 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1161757.750000 Penalty: 4589.971191
	Iteration 27Q: 3 clusters Score -1161758 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1161836.875000 Penalty: 4589.971191
	Iteration 28Q: 3 clusters Score -1161837 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1161902.250000 Penalty: 4589.971191
	Iteration 29Q: 3 clusters Score -1161902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1161953.500000 Penalty: 4589.971191
	Iteration 30Q: 3 clusters Score -1161954 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1161999.250000 Penalty: 4589.971191
	Iteration 31Q: 3 clusters Score -1161999 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1162053.250000 Penalty: 4589.971191
	Iteration 32Q: 3 clusters Score -1162053 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1162102.875000 Penalty: 4589.971191
	Iteration 33Q: 3 clusters Score -1162103 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1162157.500000 Penalty: 4589.971191
	Iteration 34Q: 3 clusters Score -1162158 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1162209.375000 Penalty: 4589.971191
	Iteration 35Q: 3 clusters Score -1162209 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1162263.750000 Penalty: 4589.971191
	Iteration 36Q: 3 clusters Score -1162264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1162324.375000 Penalty: 4589.971191
	Iteration 37Q: 3 clusters Score -1162324 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1162383.125000 Penalty: 4589.971191
	Iteration 38Q: 3 clusters Score -1162383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1162422.250000 Penalty: 4589.971191
	Iteration 39Q: 3 clusters Score -1162422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1162458.000000 Penalty: 4589.971191
	Iteration 40F: 3 clusters Score -1162458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1162495.750000 Penalty: 4589.971191
	Iteration 41Q: 3 clusters Score -1162496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1162537.125000 Penalty: 4589.971191
	Iteration 42Q: 3 clusters Score -1162537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1162564.875000 Penalty: 4589.971191
	Iteration 43Q: 3 clusters Score -1162565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1162584.375000 Penalty: 4589.971191
	Iteration 44Q: 3 clusters Score -1162584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1162598.750000 Penalty: 4589.971191
	Iteration 45Q: 3 clusters Score -1162599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1162620.000000 Penalty: 4589.971191
	Iteration 46Q: 3 clusters Score -1162620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1162630.750000 Penalty: 4589.971191
	Iteration 47Q: 3 clusters Score -1162631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1162635.375000 Penalty: 4589.971191
	Iteration 48Q: 3 clusters Score -1162635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1162638.500000 Penalty: 4589.971191
	Iteration 49Q: 3 clusters Score -1162638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1162644.625000 Penalty: 4589.971191
	Iteration 50Q: 3 clusters Score -1162645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1162649.125000 Penalty: 4589.971191
	Iteration 51Q: 3 clusters Score -1162649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1162651.875000 Penalty: 4589.971191
	Iteration 52Q: 3 clusters Score -1162652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1162658.375000 Penalty: 4589.971191
	Iteration 53Q: 3 clusters Score -1162658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1162657.375000 Penalty: 4589.971191
	Iteration 54Q: 3 clusters Score -1162657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1162660.875000 Penalty: 4589.971191
	Iteration 55Q: 3 clusters Score -1162661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1162665.500000 Penalty: 4589.971191
	Iteration 56Q: 3 clusters Score -1162666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1162668.250000 Penalty: 4589.971191
	Iteration 57Q: 3 clusters Score -1162668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1162668.250000 Penalty: 4589.971191
	Iteration 58F: 3 clusters Score -1162668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Entering Unmasked Estep 
Score: -1025784.375000 Penalty: 2249.056641
	Iteration 0F: 2 clusters Score -1025784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1018926.687500 Penalty: 4498.113281
	Iteration 0F: 3 clusters Score -1018927 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1020958.437500 Penalty: 4498.113281
	Iteration 1F: 3 clusters Score -1020958 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1021505.875000 Penalty: 4498.113281
	Iteration 2F: 3 clusters Score -1021506 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1022328.250000 Penalty: 4498.113281
	Iteration 3F: 3 clusters Score -1022328 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1023823.937500 Penalty: 4498.113281
	Iteration 4F: 3 clusters Score -1023824 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1025381.937500 Penalty: 4498.113281
	Iteration 5F: 3 clusters Score -1025382 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1026581.562500 Penalty: 4498.113281
	Iteration 6F: 3 clusters Score -1026582 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1027439.562500 Penalty: 4498.113281
	Iteration 7F: 3 clusters Score -1027440 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1027804.812500 Penalty: 4498.113281
	Iteration 8Q: 3 clusters Score -1027805 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1027964.250000 Penalty: 4498.113281
	Iteration 9Q: 3 clusters Score -1027964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1028049.062500 Penalty: 4498.113281
	Iteration 10Q: 3 clusters Score -1028049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1028095.250000 Penalty: 4498.113281
	Iteration 11Q: 3 clusters Score -1028095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1028120.750000 Penalty: 4498.113281
	Iteration 12Q: 3 clusters Score -1028121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1028127.187500 Penalty: 4498.113281
	Iteration 13Q: 3 clusters Score -1028127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1028134.125000 Penalty: 4498.113281
	Iteration 14Q: 3 clusters Score -1028134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1028134.562500 Penalty: 4498.113281
	Iteration 15Q: 3 clusters Score -1028135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1028135.687500 Penalty: 4498.113281
	Iteration 16Q: 3 clusters Score -1028136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1028135.687500 Penalty: 4498.113281
	Iteration 17F: 3 clusters Score -1028136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 57672 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 12018 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 2822 members 
Mstep: Class 22 contains 22616 members 
Mstep: Class 23 contains 3907 members 
Entering Unmasked Estep 
Score: -35652788.000000 Penalty: 72326.007812
Splitting cluster 6 changes total score from -35649472.000000 to -35652788.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (11853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Entering Unmasked Estep 
Score: -1425533.625000 Penalty: 2326.323486
	Iteration 0F: 2 clusters Score -1425534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1416762.875000 Penalty: 4652.646973
	Iteration 0F: 3 clusters Score -1416763 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1419752.875000 Penalty: 4652.646973
	Iteration 1F: 3 clusters Score -1419753 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1420555.000000 Penalty: 4652.646973
	Iteration 2F: 3 clusters Score -1420555 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1421924.500000 Penalty: 4652.646973
	Iteration 3F: 3 clusters Score -1421924 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1423898.625000 Penalty: 4652.646973
	Iteration 4F: 3 clusters Score -1423899 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1425367.375000 Penalty: 4652.646973
	Iteration 5F: 3 clusters Score -1425367 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1425941.000000 Penalty: 4652.646973
	Iteration 6F: 3 clusters Score -1425941 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1426194.500000 Penalty: 4652.646973
	Iteration 7Q: 3 clusters Score -1426194 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1426382.250000 Penalty: 4652.646973
	Iteration 8Q: 3 clusters Score -1426382 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1426543.500000 Penalty: 4652.646973
	Iteration 9Q: 3 clusters Score -1426544 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1426739.750000 Penalty: 4652.646973
	Iteration 10Q: 3 clusters Score -1426740 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1427041.750000 Penalty: 4652.646973
	Iteration 11Q: 3 clusters Score -1427042 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1427351.250000 Penalty: 4652.646973
	Iteration 12Q: 3 clusters Score -1427351 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1427612.875000 Penalty: 4652.646973
	Iteration 13Q: 3 clusters Score -1427613 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1427847.500000 Penalty: 4652.646973
	Iteration 14Q: 3 clusters Score -1427848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1428136.375000 Penalty: 4652.646973
	Iteration 15Q: 3 clusters Score -1428136 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1428362.375000 Penalty: 4652.646973
	Iteration 16Q: 3 clusters Score -1428362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1428438.375000 Penalty: 4652.646973
	Iteration 17Q: 3 clusters Score -1428438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1428491.500000 Penalty: 4652.646973
	Iteration 18Q: 3 clusters Score -1428492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1428537.375000 Penalty: 4652.646973
	Iteration 19Q: 3 clusters Score -1428537 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1428599.000000 Penalty: 4652.646973
	Iteration 20F: 3 clusters Score -1428599 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1428684.875000 Penalty: 4652.646973
	Iteration 21Q: 3 clusters Score -1428685 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1428813.000000 Penalty: 4652.646973
	Iteration 22Q: 3 clusters Score -1428813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1428926.875000 Penalty: 4652.646973
	Iteration 23Q: 3 clusters Score -1428927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1428960.750000 Penalty: 4652.646973
	Iteration 24Q: 3 clusters Score -1428961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1428974.875000 Penalty: 4652.646973
	Iteration 25Q: 3 clusters Score -1428975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1428974.500000 Penalty: 4652.646973
	Iteration 26Q: 3 clusters Score -1428974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1428979.000000 Penalty: 4652.646973
	Iteration 27Q: 3 clusters Score -1428979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1428977.000000 Penalty: 4652.646973
	Iteration 28Q: 3 clusters Score -1428977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1428978.750000 Penalty: 4652.646973
	Iteration 29Q: 3 clusters Score -1428979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1428978.250000 Penalty: 4652.646973
	Iteration 30Q: 3 clusters Score -1428978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1428976.250000 Penalty: 4652.646973
	Iteration 31Q: 3 clusters Score -1428976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1428976.250000 Penalty: 4652.646973
	Iteration 32F: 3 clusters Score -1428976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 9150 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 57672 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 12018 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 2822 members 
Mstep: Class 22 contains 22616 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 2703 members 
Entering Unmasked Estep 
Score: -35655456.000000 Penalty: 75470.617188
Splitting cluster 7 changes total score from -35649472.000000 to -35655456.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (6902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Entering Unmasked Estep 
Score: -556969.125000 Penalty: 2192.212402
	Iteration 0F: 2 clusters Score -556969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -551396.750000 Penalty: 4384.424805
	Iteration 0F: 3 clusters Score -551396.8 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -553105.687500 Penalty: 4384.424805
	Iteration 1F: 3 clusters Score -553105.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -553680.000000 Penalty: 4384.424805
	Iteration 2F: 3 clusters Score -553680 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -554425.187500 Penalty: 4384.424805
	Iteration 3F: 3 clusters Score -554425.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -555232.750000 Penalty: 4384.424805
	Iteration 4F: 3 clusters Score -555232.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -556101.000000 Penalty: 4384.424805
	Iteration 5F: 3 clusters Score -556101 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -556817.812500 Penalty: 4384.424805
	Iteration 6F: 3 clusters Score -556817.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -557267.937500 Penalty: 4384.424805
	Iteration 7F: 3 clusters Score -557267.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -557547.250000 Penalty: 4384.424805
	Iteration 8Q: 3 clusters Score -557547.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -557679.562500 Penalty: 4384.424805
	Iteration 9Q: 3 clusters Score -557679.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -557742.812500 Penalty: 4384.424805
	Iteration 10Q: 3 clusters Score -557742.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -557790.687500 Penalty: 4384.424805
	Iteration 11Q: 3 clusters Score -557790.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -557820.687500 Penalty: 4384.424805
	Iteration 12Q: 3 clusters Score -557820.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -557839.375000 Penalty: 4384.424805
	Iteration 13Q: 3 clusters Score -557839.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -557855.375000 Penalty: 4384.424805
	Iteration 14Q: 3 clusters Score -557855.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -557869.000000 Penalty: 4384.424805
	Iteration 15Q: 3 clusters Score -557869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -557875.250000 Penalty: 4384.424805
	Iteration 16Q: 3 clusters Score -557875.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -557881.937500 Penalty: 4384.424805
	Iteration 17Q: 3 clusters Score -557881.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -557884.375000 Penalty: 4384.424805
	Iteration 18Q: 3 clusters Score -557884.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -557887.625000 Penalty: 4384.424805
	Iteration 19Q: 3 clusters Score -557887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -557889.937500 Penalty: 4384.424805
	Iteration 20F: 3 clusters Score -557889.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -557892.250000 Penalty: 4384.424805
	Iteration 21Q: 3 clusters Score -557892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -557893.500000 Penalty: 4384.424805
	Iteration 22Q: 3 clusters Score -557893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -557894.437500 Penalty: 4384.424805
	Iteration 23Q: 3 clusters Score -557894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -557894.375000 Penalty: 4384.424805
	Iteration 24Q: 3 clusters Score -557894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -557894.062500 Penalty: 4384.424805
	Iteration 25Q: 3 clusters Score -557894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -557894.062500 Penalty: 4384.424805
	Iteration 26F: 3 clusters Score -557894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 9150 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 57672 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 12018 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 2822 members 
Mstep: Class 22 contains 22616 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 2703 members 
Mstep: Class 25 contains 1642 members 
Entering Unmasked Estep 
Score: -35655348.000000 Penalty: 78615.226562
Splitting cluster 8 changes total score from -35649472.000000 to -35655348.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (57672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Entering Unmasked Estep 
Score: -6880080.500000 Penalty: 2718.706787
	Iteration 0F: 2 clusters Score -6880080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -6841328.500000 Penalty: 5437.413574
	Iteration 0F: 3 clusters Score -6841328 nChanged 26729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -6856668.500000 Penalty: 5437.413574
	Iteration 1F: 3 clusters Score -6856668 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -6857509.000000 Penalty: 5437.413574
	Iteration 2Q: 3 clusters Score -6857509 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -6858628.500000 Penalty: 5437.413574
	Iteration 3Q: 3 clusters Score -6858628 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -6859906.000000 Penalty: 5437.413574
	Iteration 4Q: 3 clusters Score -6859906 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -6861100.500000 Penalty: 5437.413574
	Iteration 5Q: 3 clusters Score -6861100 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -6862331.000000 Penalty: 5437.413574
	Iteration 6Q: 3 clusters Score -6862331 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -6863789.000000 Penalty: 5437.413574
	Iteration 7Q: 3 clusters Score -6863789 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -6865706.000000 Penalty: 5437.413574
	Iteration 8F: 3 clusters Score -6865706 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -6868399.000000 Penalty: 5437.413574
	Iteration 9F: 3 clusters Score -6868399 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -6871609.500000 Penalty: 5437.413574
	Iteration 10F: 3 clusters Score -6871610 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -6874753.000000 Penalty: 5437.413574
	Iteration 11F: 3 clusters Score -6874753 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6877360.500000 Penalty: 5437.413574
	Iteration 12F: 3 clusters Score -6877360 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -6879019.000000 Penalty: 5437.413574
	Iteration 13Q: 3 clusters Score -6879019 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -6879920.500000 Penalty: 5437.413574
	Iteration 14Q: 3 clusters Score -6879920 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -6880389.000000 Penalty: 5437.413574
	Iteration 15Q: 3 clusters Score -6880389 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -6880763.500000 Penalty: 5437.413574
	Iteration 16Q: 3 clusters Score -6880764 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -6880965.000000 Penalty: 5437.413574
	Iteration 17Q: 3 clusters Score -6880965 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -6881114.500000 Penalty: 5437.413574
	Iteration 18Q: 3 clusters Score -6881114 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -6881238.500000 Penalty: 5437.413574
	Iteration 19Q: 3 clusters Score -6881238 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -6881301.500000 Penalty: 5437.413574
	Iteration 20F: 3 clusters Score -6881302 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -6881360.500000 Penalty: 5437.413574
	Iteration 21Q: 3 clusters Score -6881360 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -6881399.500000 Penalty: 5437.413574
	Iteration 22Q: 3 clusters Score -6881400 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -6881426.500000 Penalty: 5437.413574
	Iteration 23Q: 3 clusters Score -6881426 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -6881454.000000 Penalty: 5437.413574
	Iteration 24Q: 3 clusters Score -6881454 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -6881502.500000 Penalty: 5437.413574
	Iteration 25Q: 3 clusters Score -6881502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -6881516.500000 Penalty: 5437.413574
	Iteration 26Q: 3 clusters Score -6881516 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -6881527.500000 Penalty: 5437.413574
	Iteration 27Q: 3 clusters Score -6881528 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -6881546.000000 Penalty: 5437.413574
	Iteration 28Q: 3 clusters Score -6881546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -6881581.500000 Penalty: 5437.413574
	Iteration 29Q: 3 clusters Score -6881582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -6881585.500000 Penalty: 5437.413574
	Iteration 30Q: 3 clusters Score -6881586 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -6881594.500000 Penalty: 5437.413574
	Iteration 31Q: 3 clusters Score -6881594 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -6881575.500000 Penalty: 5437.413574
	Iteration 32Q: 3 clusters Score -6881576 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -6881619.000000 Penalty: 5437.413574
	Iteration 33Q: 3 clusters Score -6881619 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -6881627.500000 Penalty: 5437.413574
	Iteration 34Q: 3 clusters Score -6881628 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -6881649.500000 Penalty: 5437.413574
	Iteration 35Q: 3 clusters Score -6881650 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6881652.500000 Penalty: 5437.413574
	Iteration 36Q: 3 clusters Score -6881652 nChanged 140
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Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -6881667.500000 Penalty: 5437.413574
	Iteration 37Q: 3 clusters Score -6881668 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -6881693.500000 Penalty: 5437.413574
	Iteration 38Q: 3 clusters Score -6881694 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -6881714.500000 Penalty: 5437.413574
	Iteration 39Q: 3 clusters Score -6881714 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -6881729.000000 Penalty: 5437.413574
	Iteration 40F: 3 clusters Score -6881729 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6881752 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6881773.500000 Penalty: 5437.413574
	Iteration 42Q: 3 clusters Score -6881774 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -6881776.500000 Penalty: 5437.413574
	Iteration 43Q: 3 clusters Score -6881776 nChanged 159
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Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -6881807.000000 Penalty: 5437.413574
	Iteration 44Q: 3 clusters Score -6881807 nChanged 189
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Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6881807 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -6881817.500000 Penalty: 5437.413574
	Iteration 46Q: 3 clusters Score -6881818 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6881879.000000 Penalty: 5437.413574
	Iteration 47Q: 3 clusters Score -6881879 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -6881905.500000 Penalty: 5437.413574
	Iteration 48Q: 3 clusters Score -6881906 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -6881968.500000 Penalty: 5437.413574
	Iteration 49Q: 3 clusters Score -6881968 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -6882010.000000 Penalty: 5437.413574
	Iteration 50Q: 3 clusters Score -6882010 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -6882031.000000 Penalty: 5437.413574
	Iteration 51Q: 3 clusters Score -6882031 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -6882054.000000 Penalty: 5437.413574
	Iteration 52Q: 3 clusters Score -6882054 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6882065 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -6882105.000000 Penalty: 5437.413574
	Iteration 54Q: 3 clusters Score -6882105 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -6882099.000000 Penalty: 5437.413574
	Iteration 55Q: 3 clusters Score -6882099 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6882141.000000 Penalty: 5437.413574
	Iteration 56Q: 3 clusters Score -6882141 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -6882175.000000 Penalty: 5437.413574
	Iteration 57Q: 3 clusters Score -6882175 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -6882195.500000 Penalty: 5437.413574
	Iteration 58Q: 3 clusters Score -6882196 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -6882199.000000 Penalty: 5437.413574
	Iteration 59Q: 3 clusters Score -6882199 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -6882187.500000 Penalty: 5437.413574
	Iteration 60F: 3 clusters Score -6882188 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -6882179.000000 Penalty: 5437.413574
	Iteration 61Q: 3 clusters Score -6882179 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -6882202.000000 Penalty: 5437.413574
	Iteration 62Q: 3 clusters Score -6882202 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -6882222.000000 Penalty: 5437.413574
	Iteration 63Q: 3 clusters Score -6882222 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -6882227.500000 Penalty: 5437.413574
	Iteration 64Q: 3 clusters Score -6882228 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -6882216.500000 Penalty: 5437.413574
	Iteration 65Q: 3 clusters Score -6882216 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -6882209.000000 Penalty: 5437.413574
	Iteration 66Q: 3 clusters Score -6882209 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -6882219.500000 Penalty: 5437.413574
	Iteration 67Q: 3 clusters Score -6882220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -6882228.000000 Penalty: 5437.413574
	Iteration 68Q: 3 clusters Score -6882228 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -6882236.000000 Penalty: 5437.413574
	Iteration 69Q: 3 clusters Score -6882236 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -6882233.500000 Penalty: 5437.413574
	Iteration 70Q: 3 clusters Score -6882234 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -6882235.000000 Penalty: 5437.413574
	Iteration 71Q: 3 clusters Score -6882235 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33231 members 
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Entering Unmasked Estep 
Score: -6882240.000000 Penalty: 5437.413574
	Iteration 72Q: 3 clusters Score -6882240 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -6882230.000000 Penalty: 5437.413574
	Iteration 73Q: 3 clusters Score -6882230 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6882226.000000 Penalty: 5437.413574
	Iteration 74Q: 3 clusters Score -6882226 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33308 members 
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Entering Unmasked Estep 
Score: -6882223.500000 Penalty: 5437.413574
	Iteration 75Q: 3 clusters Score -6882224 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6882218.500000 Penalty: 5437.413574
	Iteration 76Q: 3 clusters Score -6882218 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6882228 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -6882238.500000 Penalty: 5437.413574
	Iteration 78Q: 3 clusters Score -6882238 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -6882234.000000 Penalty: 5437.413574
	Iteration 79Q: 3 clusters Score -6882234 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -6882238.000000 Penalty: 5437.413574
	Iteration 80F: 3 clusters Score -6882238 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -6882236.500000 Penalty: 5437.413574
	Iteration 81Q: 3 clusters Score -6882236 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -6882238.500000 Penalty: 5437.413574
	Iteration 82Q: 3 clusters Score -6882238 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -6882237.500000 Penalty: 5437.413574
	Iteration 83Q: 3 clusters Score -6882238 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -6882242.500000 Penalty: 5437.413574
	Iteration 84Q: 3 clusters Score -6882242 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -6882246.000000 Penalty: 5437.413574
	Iteration 85Q: 3 clusters Score -6882246 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -6882249.500000 Penalty: 5437.413574
	Iteration 86Q: 3 clusters Score -6882250 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -6882245.500000 Penalty: 5437.413574
	Iteration 87Q: 3 clusters Score -6882246 nChanged 7
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Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6882252.000000 Penalty: 5437.413574
	Iteration 88Q: 3 clusters Score -6882252 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -6882251.000000 Penalty: 5437.413574
	Iteration 89Q: 3 clusters Score -6882251 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -6882248.500000 Penalty: 5437.413574
	Iteration 90Q: 3 clusters Score -6882248 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -6882246.000000 Penalty: 5437.413574
	Iteration 91Q: 3 clusters Score -6882246 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6882245 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33502 members 
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Entering Unmasked Estep 
Score: -6882255.500000 Penalty: 5437.413574
	Iteration 93Q: 3 clusters Score -6882256 nChanged 11
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Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -6882254.500000 Penalty: 5437.413574
	Iteration 94Q: 3 clusters Score -6882254 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -6882260.000000 Penalty: 5437.413574
	Iteration 95Q: 3 clusters Score -6882260 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33531 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6882258 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33538 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6882260 nChanged 4
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Mstep: Class 1 contains 33542 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6882260 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33544 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6882260 nChanged 2
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Mstep: Class 1 contains 33546 members 
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Entering Unmasked Estep 
Score: -6882263.000000 Penalty: 5437.413574
	Iteration 100F: 3 clusters Score -6882263 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33547 members 
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Entering Unmasked Estep 
Score: -6882257.500000 Penalty: 5437.413574
	Iteration 101Q: 3 clusters Score -6882258 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33549 members 
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Entering Unmasked Estep 
Score: -6882259.500000 Penalty: 5437.413574
	Iteration 102Q: 3 clusters Score -6882260 nChanged 2
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Mstep: Class 1 contains 33551 members 
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Entering Unmasked Estep 
Score: -6882256.000000 Penalty: 5437.413574
	Iteration 103Q: 3 clusters Score -6882256 nChanged 2
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Mstep: Class 1 contains 33553 members 
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Entering Unmasked Estep 
Score: -6882262.000000 Penalty: 5437.413574
	Iteration 104Q: 3 clusters Score -6882262 nChanged 2
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6882259 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6882258 nChanged 1
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6882262 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6882264.500000 Penalty: 5437.413574
	Iteration 108Q: 3 clusters Score -6882264 nChanged 2
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Entering Unmasked Estep 
Score: -6882267.500000 Penalty: 5437.413574
	Iteration 109Q: 3 clusters Score -6882268 nChanged 2
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Entering Unmasked Estep 
Score: -6882265.500000 Penalty: 5437.413574
	Iteration 110Q: 3 clusters Score -6882266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -6882267.000000 Penalty: 5437.413574
	Iteration 111Q: 3 clusters Score -6882267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -6882267.000000 Penalty: 5437.413574
	Iteration 112F: 3 clusters Score -6882267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 9150 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 33565 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 12018 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 2822 members 
Mstep: Class 22 contains 22616 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 2703 members 
Mstep: Class 25 contains 1642 members 
Mstep: Class 26 contains 24107 members 
Entering Unmasked Estep 
Score: -35657132.000000 Penalty: 81759.835938
Splitting cluster 9 changes total score from -35649472.000000 to -35657132.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (4436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Entering Unmasked Estep 
Score: -486805.062500 Penalty: 2082.582031
	Iteration 0F: 2 clusters Score -486805.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -482684.968750 Penalty: 4165.164062
	Iteration 0F: 3 clusters Score -482685 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -483803.562500 Penalty: 4165.164062
	Iteration 1F: 3 clusters Score -483803.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -484140.437500 Penalty: 4165.164062
	Iteration 2F: 3 clusters Score -484140.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -484398.218750 Penalty: 4165.164062
	Iteration 3F: 3 clusters Score -484398.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -484677.843750 Penalty: 4165.164062
	Iteration 4F: 3 clusters Score -484677.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -484958.781250 Penalty: 4165.164062
	Iteration 5F: 3 clusters Score -484958.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -485182.375000 Penalty: 4165.164062
	Iteration 6Q: 3 clusters Score -485182.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -485344.718750 Penalty: 4165.164062
	Iteration 7Q: 3 clusters Score -485344.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -485457.656250 Penalty: 4165.164062
	Iteration 8Q: 3 clusters Score -485457.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -485530.937500 Penalty: 4165.164062
	Iteration 9Q: 3 clusters Score -485530.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -485574.937500 Penalty: 4165.164062
	Iteration 10Q: 3 clusters Score -485574.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -485610.500000 Penalty: 4165.164062
	Iteration 11Q: 3 clusters Score -485610.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -485629.500000 Penalty: 4165.164062
	Iteration 12Q: 3 clusters Score -485629.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -485641.500000 Penalty: 4165.164062
	Iteration 13Q: 3 clusters Score -485641.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -485646.968750 Penalty: 4165.164062
	Iteration 14Q: 3 clusters Score -485647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -485653.343750 Penalty: 4165.164062
	Iteration 15Q: 3 clusters Score -485653.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -485658.625000 Penalty: 4165.164062
	Iteration 16Q: 3 clusters Score -485658.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -485663.406250 Penalty: 4165.164062
	Iteration 17Q: 3 clusters Score -485663.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -485665.343750 Penalty: 4165.164062
	Iteration 18Q: 3 clusters Score -485665.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -485667.250000 Penalty: 4165.164062
	Iteration 19Q: 3 clusters Score -485667.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -485669.781250 Penalty: 4165.164062
	Iteration 20F: 3 clusters Score -485669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -485672.187500 Penalty: 4165.164062
	Iteration 21Q: 3 clusters Score -485672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -485676.218750 Penalty: 4165.164062
	Iteration 22Q: 3 clusters Score -485676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -485678.125000 Penalty: 4165.164062
	Iteration 23Q: 3 clusters Score -485678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -485679.531250 Penalty: 4165.164062
	Iteration 24Q: 3 clusters Score -485679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -485680.937500 Penalty: 4165.164062
	Iteration 25Q: 3 clusters Score -485680.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -485682.093750 Penalty: 4165.164062
	Iteration 26Q: 3 clusters Score -485682.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -485686.343750 Penalty: 4165.164062
	Iteration 27Q: 3 clusters Score -485686.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -485691.250000 Penalty: 4165.164062
	Iteration 28Q: 3 clusters Score -485691.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -485696.968750 Penalty: 4165.164062
	Iteration 29Q: 3 clusters Score -485697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -485702.906250 Penalty: 4165.164062
	Iteration 30Q: 3 clusters Score -485702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -485707.250000 Penalty: 4165.164062
	Iteration 31Q: 3 clusters Score -485707.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -485711.062500 Penalty: 4165.164062
	Iteration 32Q: 3 clusters Score -485711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -485714.031250 Penalty: 4165.164062
	Iteration 33Q: 3 clusters Score -485714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -485716.500000 Penalty: 4165.164062
	Iteration 34Q: 3 clusters Score -485716.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -485718.125000 Penalty: 4165.164062
	Iteration 35Q: 3 clusters Score -485718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -485721.343750 Penalty: 4165.164062
	Iteration 36Q: 3 clusters Score -485721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -485721.937500 Penalty: 4165.164062
	Iteration 37Q: 3 clusters Score -485721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -485722.843750 Penalty: 4165.164062
	Iteration 38Q: 3 clusters Score -485722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -485724.843750 Penalty: 4165.164062
	Iteration 39Q: 3 clusters Score -485724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -485726.625000 Penalty: 4165.164062
	Iteration 40F: 3 clusters Score -485726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -485726.218750 Penalty: 4165.164062
	Iteration 41Q: 3 clusters Score -485726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -485726.937500 Penalty: 4165.164062
	Iteration 42Q: 3 clusters Score -485726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -485727.500000 Penalty: 4165.164062
	Iteration 43Q: 3 clusters Score -485727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -485727.718750 Penalty: 4165.164062
	Iteration 44Q: 3 clusters Score -485727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -485727.718750 Penalty: 4165.164062
	Iteration 45F: 3 clusters Score -485727.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Entering Unmasked Estep 
Score: -1325185.875000 Penalty: 2356.654053
	Iteration 0F: 2 clusters Score -1325186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1315355.250000 Penalty: 4713.308105
	Iteration 0F: 3 clusters Score -1315355 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1318628.000000 Penalty: 4713.308105
	Iteration 1F: 3 clusters Score -1318628 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1319414.000000 Penalty: 4713.308105
	Iteration 2F: 3 clusters Score -1319414 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1320196.250000 Penalty: 4713.308105
	Iteration 3F: 3 clusters Score -1320196 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1320958.750000 Penalty: 4713.308105
	Iteration 4F: 3 clusters Score -1320959 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1321644.125000 Penalty: 4713.308105
	Iteration 5F: 3 clusters Score -1321644 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1322163.125000 Penalty: 4713.308105
	Iteration 6F: 3 clusters Score -1322163 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1322557.750000 Penalty: 4713.308105
	Iteration 7Q: 3 clusters Score -1322558 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1322841.125000 Penalty: 4713.308105
	Iteration 8Q: 3 clusters Score -1322841 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1323054.875000 Penalty: 4713.308105
	Iteration 9Q: 3 clusters Score -1323055 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1323193.375000 Penalty: 4713.308105
	Iteration 10Q: 3 clusters Score -1323193 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1323280.125000 Penalty: 4713.308105
	Iteration 11Q: 3 clusters Score -1323280 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1323336.000000 Penalty: 4713.308105
	Iteration 12Q: 3 clusters Score -1323336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1323384.000000 Penalty: 4713.308105
	Iteration 13Q: 3 clusters Score -1323384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1323406.125000 Penalty: 4713.308105
	Iteration 14Q: 3 clusters Score -1323406 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1323433.375000 Penalty: 4713.308105
	Iteration 15Q: 3 clusters Score -1323433 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1323448.250000 Penalty: 4713.308105
	Iteration 16Q: 3 clusters Score -1323448 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1323459.125000 Penalty: 4713.308105
	Iteration 17Q: 3 clusters Score -1323459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1323478.500000 Penalty: 4713.308105
	Iteration 18Q: 3 clusters Score -1323478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1323489.125000 Penalty: 4713.308105
	Iteration 19Q: 3 clusters Score -1323489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1323499.500000 Penalty: 4713.308105
	Iteration 20F: 3 clusters Score -1323500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1323508.250000 Penalty: 4713.308105
	Iteration 21Q: 3 clusters Score -1323508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1323511.375000 Penalty: 4713.308105
	Iteration 22Q: 3 clusters Score -1323511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1323513.625000 Penalty: 4713.308105
	Iteration 23Q: 3 clusters Score -1323514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1323518.500000 Penalty: 4713.308105
	Iteration 24Q: 3 clusters Score -1323518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1323521.500000 Penalty: 4713.308105
	Iteration 25Q: 3 clusters Score -1323522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1323531.750000 Penalty: 4713.308105
	Iteration 26Q: 3 clusters Score -1323532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1323541.500000 Penalty: 4713.308105
	Iteration 27Q: 3 clusters Score -1323542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1323547.625000 Penalty: 4713.308105
	Iteration 28Q: 3 clusters Score -1323548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1323554.250000 Penalty: 4713.308105
	Iteration 29Q: 3 clusters Score -1323554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1323558.250000 Penalty: 4713.308105
	Iteration 30Q: 3 clusters Score -1323558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1323560.375000 Penalty: 4713.308105
	Iteration 31Q: 3 clusters Score -1323560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1323563.125000 Penalty: 4713.308105
	Iteration 32Q: 3 clusters Score -1323563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1323564.875000 Penalty: 4713.308105
	Iteration 33Q: 3 clusters Score -1323565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1323564.500000 Penalty: 4713.308105
	Iteration 34Q: 3 clusters Score -1323564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1323568.250000 Penalty: 4713.308105
	Iteration 35Q: 3 clusters Score -1323568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1323567.500000 Penalty: 4713.308105
	Iteration 36Q: 3 clusters Score -1323568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1323568.625000 Penalty: 4713.308105
	Iteration 37Q: 3 clusters Score -1323569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1323569.125000 Penalty: 4713.308105
	Iteration 38Q: 3 clusters Score -1323569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1323571.500000 Penalty: 4713.308105
	Iteration 39Q: 3 clusters Score -1323572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1323571.250000 Penalty: 4713.308105
	Iteration 40F: 3 clusters Score -1323571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1323568.875000 Penalty: 4713.308105
	Iteration 41Q: 3 clusters Score -1323569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1323571.625000 Penalty: 4713.308105
	Iteration 42Q: 3 clusters Score -1323572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1323571.000000 Penalty: 4713.308105
	Iteration 43Q: 3 clusters Score -1323571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1323569.875000 Penalty: 4713.308105
	Iteration 44Q: 3 clusters Score -1323570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1323569.875000 Penalty: 4713.308105
	Iteration 45F: 3 clusters Score -1323570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Entering Unmasked Estep 
Score: -2828705.500000 Penalty: 2500.379883
	Iteration 0F: 2 clusters Score -2828706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2812090.250000 Penalty: 5000.759766
	Iteration 0F: 3 clusters Score -2812090 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2817858.250000 Penalty: 5000.759766
	Iteration 1F: 3 clusters Score -2817858 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2818496.250000 Penalty: 5000.759766
	Iteration 2F: 3 clusters Score -2818496 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2819273.500000 Penalty: 5000.759766
	Iteration 3F: 3 clusters Score -2819274 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2820146.250000 Penalty: 5000.759766
	Iteration 4F: 3 clusters Score -2820146 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2821020.000000 Penalty: 5000.759766
	Iteration 5F: 3 clusters Score -2821020 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2821785.250000 Penalty: 5000.759766
	Iteration 6F: 3 clusters Score -2821785 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2822566.500000 Penalty: 5000.759766
	Iteration 7F: 3 clusters Score -2822566 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2823321.500000 Penalty: 5000.759766
	Iteration 8F: 3 clusters Score -2823322 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2824070.250000 Penalty: 5000.759766
	Iteration 9Q: 3 clusters Score -2824070 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2824759.250000 Penalty: 5000.759766
	Iteration 10Q: 3 clusters Score -2824759 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2825351.750000 Penalty: 5000.759766
	Iteration 11Q: 3 clusters Score -2825352 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2825926.750000 Penalty: 5000.759766
	Iteration 12Q: 3 clusters Score -2825927 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2826497.250000 Penalty: 5000.759766
	Iteration 13Q: 3 clusters Score -2826497 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2827033.500000 Penalty: 5000.759766
	Iteration 14Q: 3 clusters Score -2827034 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2827508.250000 Penalty: 5000.759766
	Iteration 15Q: 3 clusters Score -2827508 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2827917.250000 Penalty: 5000.759766
	Iteration 16Q: 3 clusters Score -2827917 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2828126.500000 Penalty: 5000.759766
	Iteration 17Q: 3 clusters Score -2828126 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2828231.000000 Penalty: 5000.759766
	Iteration 18Q: 3 clusters Score -2828231 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2828300.250000 Penalty: 5000.759766
	Iteration 19Q: 3 clusters Score -2828300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2828353.750000 Penalty: 5000.759766
	Iteration 20F: 3 clusters Score -2828354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2828401.000000 Penalty: 5000.759766
	Iteration 21Q: 3 clusters Score -2828401 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2828438.000000 Penalty: 5000.759766
	Iteration 22Q: 3 clusters Score -2828438 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2828455.500000 Penalty: 5000.759766
	Iteration 23Q: 3 clusters Score -2828456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2828478.250000 Penalty: 5000.759766
	Iteration 24Q: 3 clusters Score -2828478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2828492.750000 Penalty: 5000.759766
	Iteration 25Q: 3 clusters Score -2828493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2828491.500000 Penalty: 5000.759766
	Iteration 26Q: 3 clusters Score -2828492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2828502.750000 Penalty: 5000.759766
	Iteration 27Q: 3 clusters Score -2828503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2828511.500000 Penalty: 5000.759766
	Iteration 28Q: 3 clusters Score -2828512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2828517.250000 Penalty: 5000.759766
	Iteration 29Q: 3 clusters Score -2828517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2828519.250000 Penalty: 5000.759766
	Iteration 30Q: 3 clusters Score -2828519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2828521.500000 Penalty: 5000.759766
	Iteration 31Q: 3 clusters Score -2828522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2828523.750000 Penalty: 5000.759766
	Iteration 32Q: 3 clusters Score -2828524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2828527.750000 Penalty: 5000.759766
	Iteration 33Q: 3 clusters Score -2828528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2828530.500000 Penalty: 5000.759766
	Iteration 34Q: 3 clusters Score -2828530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -2828526.500000 Penalty: 5000.759766
	Iteration 35Q: 3 clusters Score -2828526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2828531.250000 Penalty: 5000.759766
	Iteration 36Q: 3 clusters Score -2828531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2828536.000000 Penalty: 5000.759766
	Iteration 37Q: 3 clusters Score -2828536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2828543.250000 Penalty: 5000.759766
	Iteration 38Q: 3 clusters Score -2828543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2828546.750000 Penalty: 5000.759766
	Iteration 39Q: 3 clusters Score -2828547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2828544.750000 Penalty: 5000.759766
	Iteration 40F: 3 clusters Score -2828545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2828549.500000 Penalty: 5000.759766
	Iteration 41Q: 3 clusters Score -2828550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2828544.000000 Penalty: 5000.759766
	Iteration 42Q: 3 clusters Score -2828544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2828551.500000 Penalty: 5000.759766
	Iteration 43Q: 3 clusters Score -2828552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2828554.250000 Penalty: 5000.759766
	Iteration 44Q: 3 clusters Score -2828554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2828560.750000 Penalty: 5000.759766
	Iteration 45Q: 3 clusters Score -2828561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2828569.000000 Penalty: 5000.759766
	Iteration 46Q: 3 clusters Score -2828569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2828571.500000 Penalty: 5000.759766
	Iteration 47Q: 3 clusters Score -2828572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2828566.500000 Penalty: 5000.759766
	Iteration 48Q: 3 clusters Score -2828566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2828564.500000 Penalty: 5000.759766
	Iteration 49Q: 3 clusters Score -2828564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2828573.750000 Penalty: 5000.759766
	Iteration 50Q: 3 clusters Score -2828574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2828574.250000 Penalty: 5000.759766
	Iteration 51Q: 3 clusters Score -2828574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2828568.000000 Penalty: 5000.759766
	Iteration 52Q: 3 clusters Score -2828568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2828571.250000 Penalty: 5000.759766
	Iteration 53Q: 3 clusters Score -2828571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2828570.000000 Penalty: 5000.759766
	Iteration 54Q: 3 clusters Score -2828570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2828571.250000 Penalty: 5000.759766
	Iteration 55Q: 3 clusters Score -2828571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2828574.250000 Penalty: 5000.759766
	Iteration 56Q: 3 clusters Score -2828574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2828571.250000 Penalty: 5000.759766
	Iteration 57Q: 3 clusters Score -2828571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2828575.500000 Penalty: 5000.759766
	Iteration 58Q: 3 clusters Score -2828576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2828579.000000 Penalty: 5000.759766
	Iteration 59Q: 3 clusters Score -2828579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2828580.250000 Penalty: 5000.759766
	Iteration 60F: 3 clusters Score -2828580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2828573.250000 Penalty: 5000.759766
	Iteration 61Q: 3 clusters Score -2828573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2828575.000000 Penalty: 5000.759766
	Iteration 62Q: 3 clusters Score -2828575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2828573.250000 Penalty: 5000.759766
	Iteration 63Q: 3 clusters Score -2828573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2828571.750000 Penalty: 5000.759766
	Iteration 64Q: 3 clusters Score -2828572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2828577.500000 Penalty: 5000.759766
	Iteration 65Q: 3 clusters Score -2828578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2828578.000000 Penalty: 5000.759766
	Iteration 66Q: 3 clusters Score -2828578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2828580.750000 Penalty: 5000.759766
	Iteration 67Q: 3 clusters Score -2828581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2828573.500000 Penalty: 5000.759766
	Iteration 68Q: 3 clusters Score -2828574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2828581.750000 Penalty: 5000.759766
	Iteration 69Q: 3 clusters Score -2828582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2828580.750000 Penalty: 5000.759766
	Iteration 70Q: 3 clusters Score -2828581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2828578.250000 Penalty: 5000.759766
	Iteration 71Q: 3 clusters Score -2828578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2828578.250000 Penalty: 5000.759766
	Iteration 72F: 3 clusters Score -2828578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Entering Unmasked Estep 
Score: -1711071.750000 Penalty: 2396.204834
	Iteration 0F: 2 clusters Score -1711072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1699793.750000 Penalty: 4792.409668
	Iteration 0F: 3 clusters Score -1699794 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1703537.500000 Penalty: 4792.409668
	Iteration 1F: 3 clusters Score -1703538 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1704132.375000 Penalty: 4792.409668
	Iteration 2F: 3 clusters Score -1704132 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1704653.500000 Penalty: 4792.409668
	Iteration 3F: 3 clusters Score -1704654 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1705144.750000 Penalty: 4792.409668
	Iteration 4F: 3 clusters Score -1705145 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1705636.500000 Penalty: 4792.409668
	Iteration 5F: 3 clusters Score -1705636 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1706088.625000 Penalty: 4792.409668
	Iteration 6F: 3 clusters Score -1706089 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1706441.875000 Penalty: 4792.409668
	Iteration 7Q: 3 clusters Score -1706442 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1706704.375000 Penalty: 4792.409668
	Iteration 8Q: 3 clusters Score -1706704 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1706903.625000 Penalty: 4792.409668
	Iteration 9Q: 3 clusters Score -1706904 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1707086.125000 Penalty: 4792.409668
	Iteration 10Q: 3 clusters Score -1707086 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1707239.125000 Penalty: 4792.409668
	Iteration 11Q: 3 clusters Score -1707239 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1707369.875000 Penalty: 4792.409668
	Iteration 12Q: 3 clusters Score -1707370 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1707494.500000 Penalty: 4792.409668
	Iteration 13Q: 3 clusters Score -1707494 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1707597.500000 Penalty: 4792.409668
	Iteration 14Q: 3 clusters Score -1707598 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1707694.500000 Penalty: 4792.409668
	Iteration 15Q: 3 clusters Score -1707694 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1707768.375000 Penalty: 4792.409668
	Iteration 16Q: 3 clusters Score -1707768 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1707858.875000 Penalty: 4792.409668
	Iteration 17Q: 3 clusters Score -1707859 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1707940.625000 Penalty: 4792.409668
	Iteration 18Q: 3 clusters Score -1707941 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1708032.625000 Penalty: 4792.409668
	Iteration 19Q: 3 clusters Score -1708033 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1708137.125000 Penalty: 4792.409668
	Iteration 20F: 3 clusters Score -1708137 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1708223.750000 Penalty: 4792.409668
	Iteration 21Q: 3 clusters Score -1708224 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1708300.125000 Penalty: 4792.409668
	Iteration 22Q: 3 clusters Score -1708300 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1708367.750000 Penalty: 4792.409668
	Iteration 23Q: 3 clusters Score -1708368 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1708429.000000 Penalty: 4792.409668
	Iteration 24Q: 3 clusters Score -1708429 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1708496.125000 Penalty: 4792.409668
	Iteration 25Q: 3 clusters Score -1708496 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1708565.375000 Penalty: 4792.409668
	Iteration 26Q: 3 clusters Score -1708565 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1708609.125000 Penalty: 4792.409668
	Iteration 27Q: 3 clusters Score -1708609 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1708653.625000 Penalty: 4792.409668
	Iteration 28Q: 3 clusters Score -1708654 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1708704.750000 Penalty: 4792.409668
	Iteration 29Q: 3 clusters Score -1708705 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1708762.875000 Penalty: 4792.409668
	Iteration 30Q: 3 clusters Score -1708763 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1708814.250000 Penalty: 4792.409668
	Iteration 31Q: 3 clusters Score -1708814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1708864.625000 Penalty: 4792.409668
	Iteration 32Q: 3 clusters Score -1708865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1708914.250000 Penalty: 4792.409668
	Iteration 33Q: 3 clusters Score -1708914 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1708961.000000 Penalty: 4792.409668
	Iteration 34Q: 3 clusters Score -1708961 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1708992.000000 Penalty: 4792.409668
	Iteration 35Q: 3 clusters Score -1708992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1709018.000000 Penalty: 4792.409668
	Iteration 36Q: 3 clusters Score -1709018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1709047.500000 Penalty: 4792.409668
	Iteration 37Q: 3 clusters Score -1709048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1709079.500000 Penalty: 4792.409668
	Iteration 38Q: 3 clusters Score -1709080 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1709114.125000 Penalty: 4792.409668
	Iteration 39Q: 3 clusters Score -1709114 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1709140.750000 Penalty: 4792.409668
	Iteration 40F: 3 clusters Score -1709141 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -1709167.000000 Penalty: 4792.409668
	Iteration 41Q: 3 clusters Score -1709167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1709194.500000 Penalty: 4792.409668
	Iteration 42Q: 3 clusters Score -1709194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1709214.875000 Penalty: 4792.409668
	Iteration 43Q: 3 clusters Score -1709215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1709235.125000 Penalty: 4792.409668
	Iteration 44Q: 3 clusters Score -1709235 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1709261.750000 Penalty: 4792.409668
	Iteration 45Q: 3 clusters Score -1709262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1709281.625000 Penalty: 4792.409668
	Iteration 46Q: 3 clusters Score -1709282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1709303.875000 Penalty: 4792.409668
	Iteration 47Q: 3 clusters Score -1709304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1709328.250000 Penalty: 4792.409668
	Iteration 48Q: 3 clusters Score -1709328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1709347.750000 Penalty: 4792.409668
	Iteration 49Q: 3 clusters Score -1709348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1709363.125000 Penalty: 4792.409668
	Iteration 50Q: 3 clusters Score -1709363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1709380.250000 Penalty: 4792.409668
	Iteration 51Q: 3 clusters Score -1709380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1709390.625000 Penalty: 4792.409668
	Iteration 52Q: 3 clusters Score -1709391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1709402.500000 Penalty: 4792.409668
	Iteration 53Q: 3 clusters Score -1709402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1709403.375000 Penalty: 4792.409668
	Iteration 54Q: 3 clusters Score -1709403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1709413.250000 Penalty: 4792.409668
	Iteration 55Q: 3 clusters Score -1709413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1709417.125000 Penalty: 4792.409668
	Iteration 56Q: 3 clusters Score -1709417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1709420.625000 Penalty: 4792.409668
	Iteration 57Q: 3 clusters Score -1709421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1709430.125000 Penalty: 4792.409668
	Iteration 58Q: 3 clusters Score -1709430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1709433.875000 Penalty: 4792.409668
	Iteration 59Q: 3 clusters Score -1709434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1709444.250000 Penalty: 4792.409668
	Iteration 60F: 3 clusters Score -1709444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1709451.750000 Penalty: 4792.409668
	Iteration 61Q: 3 clusters Score -1709452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1709459.250000 Penalty: 4792.409668
	Iteration 62Q: 3 clusters Score -1709459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1709465.625000 Penalty: 4792.409668
	Iteration 63Q: 3 clusters Score -1709466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1709463.500000 Penalty: 4792.409668
	Iteration 64Q: 3 clusters Score -1709464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1709470.750000 Penalty: 4792.409668
	Iteration 65Q: 3 clusters Score -1709471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1709478.250000 Penalty: 4792.409668
	Iteration 66Q: 3 clusters Score -1709478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1709483.750000 Penalty: 4792.409668
	Iteration 67Q: 3 clusters Score -1709484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1709485.125000 Penalty: 4792.409668
	Iteration 68Q: 3 clusters Score -1709485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1709486.375000 Penalty: 4792.409668
	Iteration 69Q: 3 clusters Score -1709486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1709486.500000 Penalty: 4792.409668
	Iteration 70Q: 3 clusters Score -1709486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1709490.375000 Penalty: 4792.409668
	Iteration 71Q: 3 clusters Score -1709490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1709499.125000 Penalty: 4792.409668
	Iteration 72Q: 3 clusters Score -1709499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1709500.750000 Penalty: 4792.409668
	Iteration 73Q: 3 clusters Score -1709501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1709499.000000 Penalty: 4792.409668
	Iteration 74Q: 3 clusters Score -1709499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1709502.875000 Penalty: 4792.409668
	Iteration 75Q: 3 clusters Score -1709503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1709505.875000 Penalty: 4792.409668
	Iteration 76Q: 3 clusters Score -1709506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1709507.875000 Penalty: 4792.409668
	Iteration 77Q: 3 clusters Score -1709508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1709505.625000 Penalty: 4792.409668
	Iteration 78Q: 3 clusters Score -1709506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1709503.125000 Penalty: 4792.409668
	Iteration 79Q: 3 clusters Score -1709503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1709506.250000 Penalty: 4792.409668
	Iteration 80F: 3 clusters Score -1709506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1709506.500000 Penalty: 4792.409668
	Iteration 81Q: 3 clusters Score -1709506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1709508.625000 Penalty: 4792.409668
	Iteration 82Q: 3 clusters Score -1709509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1709512.250000 Penalty: 4792.409668
	Iteration 83Q: 3 clusters Score -1709512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1709511.000000 Penalty: 4792.409668
	Iteration 84Q: 3 clusters Score -1709511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1709510.750000 Penalty: 4792.409668
	Iteration 85Q: 3 clusters Score -1709511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1709513.125000 Penalty: 4792.409668
	Iteration 86Q: 3 clusters Score -1709513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1709513.250000 Penalty: 4792.409668
	Iteration 87Q: 3 clusters Score -1709513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1709513.250000 Penalty: 4792.409668
	Iteration 88F: 3 clusters Score -1709513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Entering Unmasked Estep 
Score: -3863992.000000 Penalty: 2597.184082
	Iteration 0F: 2 clusters Score -3863992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3840002.000000 Penalty: 5194.368164
	Iteration 0F: 3 clusters Score -3840002 nChanged 16073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3849765.000000 Penalty: 5194.368164
	Iteration 1F: 3 clusters Score -3849765 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3851385.750000 Penalty: 5194.368164
	Iteration 2F: 3 clusters Score -3851386 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3853251.500000 Penalty: 5194.368164
	Iteration 3F: 3 clusters Score -3853252 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3855209.250000 Penalty: 5194.368164
	Iteration 4F: 3 clusters Score -3855209 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3857012.250000 Penalty: 5194.368164
	Iteration 5F: 3 clusters Score -3857012 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -3858410.750000 Penalty: 5194.368164
	Iteration 6F: 3 clusters Score -3858411 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3859470.500000 Penalty: 5194.368164
	Iteration 7Q: 3 clusters Score -3859470 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3860256.500000 Penalty: 5194.368164
	Iteration 8Q: 3 clusters Score -3860256 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3860821.750000 Penalty: 5194.368164
	Iteration 9Q: 3 clusters Score -3860822 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3861190.000000 Penalty: 5194.368164
	Iteration 10Q: 3 clusters Score -3861190 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3861479.500000 Penalty: 5194.368164
	Iteration 11Q: 3 clusters Score -3861480 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3861667.750000 Penalty: 5194.368164
	Iteration 12Q: 3 clusters Score -3861668 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3861830.750000 Penalty: 5194.368164
	Iteration 13Q: 3 clusters Score -3861831 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3861953.500000 Penalty: 5194.368164
	Iteration 14Q: 3 clusters Score -3861954 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -3862046.250000 Penalty: 5194.368164
	Iteration 15Q: 3 clusters Score -3862046 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3862110.250000 Penalty: 5194.368164
	Iteration 16Q: 3 clusters Score -3862110 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3862178.250000 Penalty: 5194.368164
	Iteration 17Q: 3 clusters Score -3862178 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3862234.500000 Penalty: 5194.368164
	Iteration 18Q: 3 clusters Score -3862234 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3862287.500000 Penalty: 5194.368164
	Iteration 19Q: 3 clusters Score -3862288 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3862323.500000 Penalty: 5194.368164
	Iteration 20F: 3 clusters Score -3862324 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3862355.500000 Penalty: 5194.368164
	Iteration 21Q: 3 clusters Score -3862356 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3862389.750000 Penalty: 5194.368164
	Iteration 22Q: 3 clusters Score -3862390 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3862426.500000 Penalty: 5194.368164
	Iteration 23Q: 3 clusters Score -3862426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3862475.750000 Penalty: 5194.368164
	Iteration 24Q: 3 clusters Score -3862476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3862512.000000 Penalty: 5194.368164
	Iteration 25Q: 3 clusters Score -3862512 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3862515.000000 Penalty: 5194.368164
	Iteration 26Q: 3 clusters Score -3862515 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3862540.250000 Penalty: 5194.368164
	Iteration 27Q: 3 clusters Score -3862540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3862559.250000 Penalty: 5194.368164
	Iteration 28Q: 3 clusters Score -3862559 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3862572.500000 Penalty: 5194.368164
	Iteration 29Q: 3 clusters Score -3862572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3862581.000000 Penalty: 5194.368164
	Iteration 30Q: 3 clusters Score -3862581 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3862600.500000 Penalty: 5194.368164
	Iteration 31Q: 3 clusters Score -3862600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3862606.750000 Penalty: 5194.368164
	Iteration 32Q: 3 clusters Score -3862607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3862611.250000 Penalty: 5194.368164
	Iteration 33Q: 3 clusters Score -3862611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3862624.250000 Penalty: 5194.368164
	Iteration 34Q: 3 clusters Score -3862624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3862638.250000 Penalty: 5194.368164
	Iteration 35Q: 3 clusters Score -3862638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3862643.750000 Penalty: 5194.368164
	Iteration 36Q: 3 clusters Score -3862644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3862657.000000 Penalty: 5194.368164
	Iteration 37Q: 3 clusters Score -3862657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3862678.500000 Penalty: 5194.368164
	Iteration 38Q: 3 clusters Score -3862678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3862684.500000 Penalty: 5194.368164
	Iteration 39Q: 3 clusters Score -3862684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3862699.500000 Penalty: 5194.368164
	Iteration 40F: 3 clusters Score -3862700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3862710.000000 Penalty: 5194.368164
	Iteration 41Q: 3 clusters Score -3862710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3862727.000000 Penalty: 5194.368164
	Iteration 42Q: 3 clusters Score -3862727 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3862733.750000 Penalty: 5194.368164
	Iteration 43Q: 3 clusters Score -3862734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3862747.250000 Penalty: 5194.368164
	Iteration 44Q: 3 clusters Score -3862747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3862748.500000 Penalty: 5194.368164
	Iteration 45Q: 3 clusters Score -3862748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3862750.250000 Penalty: 5194.368164
	Iteration 46Q: 3 clusters Score -3862750 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3862762.250000 Penalty: 5194.368164
	Iteration 47Q: 3 clusters Score -3862762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3862771.750000 Penalty: 5194.368164
	Iteration 48Q: 3 clusters Score -3862772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3862783.250000 Penalty: 5194.368164
	Iteration 49Q: 3 clusters Score -3862783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3862782.250000 Penalty: 5194.368164
	Iteration 50Q: 3 clusters Score -3862782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3862786.750000 Penalty: 5194.368164
	Iteration 51Q: 3 clusters Score -3862787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3862787.750000 Penalty: 5194.368164
	Iteration 52Q: 3 clusters Score -3862788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3862793.750000 Penalty: 5194.368164
	Iteration 53Q: 3 clusters Score -3862794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3862792.750000 Penalty: 5194.368164
	Iteration 54Q: 3 clusters Score -3862793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3862803.250000 Penalty: 5194.368164
	Iteration 55Q: 3 clusters Score -3862803 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3862813.000000 Penalty: 5194.368164
	Iteration 56Q: 3 clusters Score -3862813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3862827.000000 Penalty: 5194.368164
	Iteration 57Q: 3 clusters Score -3862827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3862829.500000 Penalty: 5194.368164
	Iteration 58Q: 3 clusters Score -3862830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3862836.000000 Penalty: 5194.368164
	Iteration 59Q: 3 clusters Score -3862836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3862849.750000 Penalty: 5194.368164
	Iteration 60F: 3 clusters Score -3862850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3862850.750000 Penalty: 5194.368164
	Iteration 61Q: 3 clusters Score -3862851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3862851.750000 Penalty: 5194.368164
	Iteration 62Q: 3 clusters Score -3862852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3862846.500000 Penalty: 5194.368164
	Iteration 63Q: 3 clusters Score -3862846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3862852.750000 Penalty: 5194.368164
	Iteration 64Q: 3 clusters Score -3862853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3862852.500000 Penalty: 5194.368164
	Iteration 65Q: 3 clusters Score -3862852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3862857.250000 Penalty: 5194.368164
	Iteration 66Q: 3 clusters Score -3862857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3862862.750000 Penalty: 5194.368164
	Iteration 67Q: 3 clusters Score -3862863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3862861.500000 Penalty: 5194.368164
	Iteration 68Q: 3 clusters Score -3862862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3862862.500000 Penalty: 5194.368164
	Iteration 69Q: 3 clusters Score -3862862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3862867.750000 Penalty: 5194.368164
	Iteration 70Q: 3 clusters Score -3862868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3862870.250000 Penalty: 5194.368164
	Iteration 71Q: 3 clusters Score -3862870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3862866.500000 Penalty: 5194.368164
	Iteration 72Q: 3 clusters Score -3862866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3862866.250000 Penalty: 5194.368164
	Iteration 73Q: 3 clusters Score -3862866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3862872.750000 Penalty: 5194.368164
	Iteration 74Q: 3 clusters Score -3862873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3862871.500000 Penalty: 5194.368164
	Iteration 75Q: 3 clusters Score -3862872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3862871.750000 Penalty: 5194.368164
	Iteration 76Q: 3 clusters Score -3862872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3862871.500000 Penalty: 5194.368164
	Iteration 77Q: 3 clusters Score -3862872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -3862867.250000 Penalty: 5194.368164
	Iteration 78Q: 3 clusters Score -3862867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3862865.750000 Penalty: 5194.368164
	Iteration 79Q: 3 clusters Score -3862866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3862871.500000 Penalty: 5194.368164
	Iteration 80F: 3 clusters Score -3862872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3862875.750000 Penalty: 5194.368164
	Iteration 81Q: 3 clusters Score -3862876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3862872.750000 Penalty: 5194.368164
	Iteration 82Q: 3 clusters Score -3862873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3862876.500000 Penalty: 5194.368164
	Iteration 83Q: 3 clusters Score -3862876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3862872.750000 Penalty: 5194.368164
	Iteration 84Q: 3 clusters Score -3862873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3862875.250000 Penalty: 5194.368164
	Iteration 85Q: 3 clusters Score -3862875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3862874.000000 Penalty: 5194.368164
	Iteration 86Q: 3 clusters Score -3862874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3862874.000000 Penalty: 5194.368164
	Iteration 87F: 3 clusters Score -3862874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Entering Unmasked Estep 
Score: -933411.687500 Penalty: 2243.217041
	Iteration 0F: 2 clusters Score -933411.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -926696.125000 Penalty: 4486.434082
	Iteration 0F: 3 clusters Score -926696.1 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -928808.562500 Penalty: 4486.434082
	Iteration 1F: 3 clusters Score -928808.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -929321.000000 Penalty: 4486.434082
	Iteration 2F: 3 clusters Score -929321 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -929759.125000 Penalty: 4486.434082
	Iteration 3F: 3 clusters Score -929759.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -930173.312500 Penalty: 4486.434082
	Iteration 4F: 3 clusters Score -930173.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -930644.187500 Penalty: 4486.434082
	Iteration 5F: 3 clusters Score -930644.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -931092.437500 Penalty: 4486.434082
	Iteration 6F: 3 clusters Score -931092.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -931400.562500 Penalty: 4486.434082
	Iteration 7Q: 3 clusters Score -931400.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -931629.375000 Penalty: 4486.434082
	Iteration 8Q: 3 clusters Score -931629.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -931802.687500 Penalty: 4486.434082
	Iteration 9Q: 3 clusters Score -931802.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -931896.875000 Penalty: 4486.434082
	Iteration 10Q: 3 clusters Score -931896.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -931965.687500 Penalty: 4486.434082
	Iteration 11Q: 3 clusters Score -931965.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -932008.812500 Penalty: 4486.434082
	Iteration 12Q: 3 clusters Score -932008.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -932036.500000 Penalty: 4486.434082
	Iteration 13Q: 3 clusters Score -932036.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -932065.437500 Penalty: 4486.434082
	Iteration 14Q: 3 clusters Score -932065.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -932091.312500 Penalty: 4486.434082
	Iteration 15Q: 3 clusters Score -932091.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -932120.625000 Penalty: 4486.434082
	Iteration 16Q: 3 clusters Score -932120.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -932149.125000 Penalty: 4486.434082
	Iteration 17Q: 3 clusters Score -932149.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -932168.125000 Penalty: 4486.434082
	Iteration 18Q: 3 clusters Score -932168.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -932190.562500 Penalty: 4486.434082
	Iteration 19Q: 3 clusters Score -932190.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -932204.812500 Penalty: 4486.434082
	Iteration 20F: 3 clusters Score -932204.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -932219.062500 Penalty: 4486.434082
	Iteration 21Q: 3 clusters Score -932219.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -932234.437500 Penalty: 4486.434082
	Iteration 22Q: 3 clusters Score -932234.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -932242.125000 Penalty: 4486.434082
	Iteration 23Q: 3 clusters Score -932242.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -932252.062500 Penalty: 4486.434082
	Iteration 24Q: 3 clusters Score -932252.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -932257.125000 Penalty: 4486.434082
	Iteration 25Q: 3 clusters Score -932257.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -932266.000000 Penalty: 4486.434082
	Iteration 26Q: 3 clusters Score -932266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -932276.687500 Penalty: 4486.434082
	Iteration 27Q: 3 clusters Score -932276.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -932285.125000 Penalty: 4486.434082
	Iteration 28Q: 3 clusters Score -932285.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -932292.375000 Penalty: 4486.434082
	Iteration 29Q: 3 clusters Score -932292.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -932295.687500 Penalty: 4486.434082
	Iteration 30Q: 3 clusters Score -932295.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -932300.000000 Penalty: 4486.434082
	Iteration 31Q: 3 clusters Score -932300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -932305.750000 Penalty: 4486.434082
	Iteration 32Q: 3 clusters Score -932305.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -932309.812500 Penalty: 4486.434082
	Iteration 33Q: 3 clusters Score -932309.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -932312.250000 Penalty: 4486.434082
	Iteration 34Q: 3 clusters Score -932312.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -932315.062500 Penalty: 4486.434082
	Iteration 35Q: 3 clusters Score -932315.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -932317.250000 Penalty: 4486.434082
	Iteration 36Q: 3 clusters Score -932317.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -932319.750000 Penalty: 4486.434082
	Iteration 37Q: 3 clusters Score -932319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -932320.125000 Penalty: 4486.434082
	Iteration 38Q: 3 clusters Score -932320.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -932323.187500 Penalty: 4486.434082
	Iteration 39Q: 3 clusters Score -932323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -932326.000000 Penalty: 4486.434082
	Iteration 40F: 3 clusters Score -932326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -932326.250000 Penalty: 4486.434082
	Iteration 41Q: 3 clusters Score -932326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -932327.687500 Penalty: 4486.434082
	Iteration 42Q: 3 clusters Score -932327.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -932330.000000 Penalty: 4486.434082
	Iteration 43Q: 3 clusters Score -932330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -932331.187500 Penalty: 4486.434082
	Iteration 44Q: 3 clusters Score -932331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -932331.062500 Penalty: 4486.434082
	Iteration 45Q: 3 clusters Score -932331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -932332.125000 Penalty: 4486.434082
	Iteration 46Q: 3 clusters Score -932332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -932333.062500 Penalty: 4486.434082
	Iteration 47Q: 3 clusters Score -932333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -932332.625000 Penalty: 4486.434082
	Iteration 48Q: 3 clusters Score -932332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -932332.625000 Penalty: 4486.434082
	Iteration 49F: 3 clusters Score -932332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Entering Unmasked Estep 
Score: -2028975.875000 Penalty: 2414.985840
	Iteration 0F: 2 clusters Score -2028976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2016826.125000 Penalty: 4829.971680
	Iteration 0F: 3 clusters Score -2016826 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2020843.375000 Penalty: 4829.971680
	Iteration 1F: 3 clusters Score -2020843 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2021299.625000 Penalty: 4829.971680
	Iteration 2F: 3 clusters Score -2021300 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2021667.375000 Penalty: 4829.971680
	Iteration 3F: 3 clusters Score -2021667 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2021962.500000 Penalty: 4829.971680
	Iteration 4Q: 3 clusters Score -2021962 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2022286.875000 Penalty: 4829.971680
	Iteration 5Q: 3 clusters Score -2022287 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2022639.375000 Penalty: 4829.971680
	Iteration 6Q: 3 clusters Score -2022639 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2023003.125000 Penalty: 4829.971680
	Iteration 7Q: 3 clusters Score -2023003 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2023335.125000 Penalty: 4829.971680
	Iteration 8Q: 3 clusters Score -2023335 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2023663.250000 Penalty: 4829.971680
	Iteration 9Q: 3 clusters Score -2023663 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2023985.500000 Penalty: 4829.971680
	Iteration 10Q: 3 clusters Score -2023986 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2024271.250000 Penalty: 4829.971680
	Iteration 11Q: 3 clusters Score -2024271 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2024560.000000 Penalty: 4829.971680
	Iteration 12Q: 3 clusters Score -2024560 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2024837.000000 Penalty: 4829.971680
	Iteration 13Q: 3 clusters Score -2024837 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2025102.750000 Penalty: 4829.971680
	Iteration 14Q: 3 clusters Score -2025103 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2025367.625000 Penalty: 4829.971680
	Iteration 15Q: 3 clusters Score -2025368 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2025642.375000 Penalty: 4829.971680
	Iteration 16Q: 3 clusters Score -2025642 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2025943.125000 Penalty: 4829.971680
	Iteration 17Q: 3 clusters Score -2025943 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2026243.375000 Penalty: 4829.971680
	Iteration 18Q: 3 clusters Score -2026243 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2026552.625000 Penalty: 4829.971680
	Iteration 19Q: 3 clusters Score -2026553 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2026777.500000 Penalty: 4829.971680
	Iteration 20F: 3 clusters Score -2026778 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2026950.750000 Penalty: 4829.971680
	Iteration 21Q: 3 clusters Score -2026951 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2027088.375000 Penalty: 4829.971680
	Iteration 22Q: 3 clusters Score -2027088 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2027180.375000 Penalty: 4829.971680
	Iteration 23Q: 3 clusters Score -2027180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2027245.500000 Penalty: 4829.971680
	Iteration 24Q: 3 clusters Score -2027246 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2027280.500000 Penalty: 4829.971680
	Iteration 25Q: 3 clusters Score -2027280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2027296.625000 Penalty: 4829.971680
	Iteration 26Q: 3 clusters Score -2027297 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2027318.375000 Penalty: 4829.971680
	Iteration 27Q: 3 clusters Score -2027318 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2027328.000000 Penalty: 4829.971680
	Iteration 28Q: 3 clusters Score -2027328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2027337.000000 Penalty: 4829.971680
	Iteration 29Q: 3 clusters Score -2027337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2027339.250000 Penalty: 4829.971680
	Iteration 30Q: 3 clusters Score -2027339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2027340.750000 Penalty: 4829.971680
	Iteration 31Q: 3 clusters Score -2027341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2027347.750000 Penalty: 4829.971680
	Iteration 32Q: 3 clusters Score -2027348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2027348.250000 Penalty: 4829.971680
	Iteration 33Q: 3 clusters Score -2027348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2027351.000000 Penalty: 4829.971680
	Iteration 34Q: 3 clusters Score -2027351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2027344.750000 Penalty: 4829.971680
	Iteration 35Q: 3 clusters Score -2027345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2027347.750000 Penalty: 4829.971680
	Iteration 36Q: 3 clusters Score -2027348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2027355.250000 Penalty: 4829.971680
	Iteration 37Q: 3 clusters Score -2027355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2027355.500000 Penalty: 4829.971680
	Iteration 38Q: 3 clusters Score -2027356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2027358.125000 Penalty: 4829.971680
	Iteration 39Q: 3 clusters Score -2027358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2027359.000000 Penalty: 4829.971680
	Iteration 40F: 3 clusters Score -2027359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2027357.750000 Penalty: 4829.971680
	Iteration 41Q: 3 clusters Score -2027358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2027361.375000 Penalty: 4829.971680
	Iteration 42Q: 3 clusters Score -2027361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2027361.375000 Penalty: 4829.971680
	Iteration 43Q: 3 clusters Score -2027361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2027359.750000 Penalty: 4829.971680
	Iteration 44Q: 3 clusters Score -2027360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2027366.250000 Penalty: 4829.971680
	Iteration 45Q: 3 clusters Score -2027366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2027366.125000 Penalty: 4829.971680
	Iteration 46Q: 3 clusters Score -2027366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2027367.500000 Penalty: 4829.971680
	Iteration 47Q: 3 clusters Score -2027368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2027367.750000 Penalty: 4829.971680
	Iteration 48Q: 3 clusters Score -2027368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2027367.125000 Penalty: 4829.971680
	Iteration 49Q: 3 clusters Score -2027367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2027367.125000 Penalty: 4829.971680
	Iteration 50F: 3 clusters Score -2027367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Entering Unmasked Estep 
Score: -1402208.875000 Penalty: 2329.751953
	Iteration 0F: 2 clusters Score -1402209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1393239.375000 Penalty: 4659.503906
	Iteration 0F: 3 clusters Score -1393239 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1396119.375000 Penalty: 4659.503906
	Iteration 1F: 3 clusters Score -1396119 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1396780.750000 Penalty: 4659.503906
	Iteration 2F: 3 clusters Score -1396781 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1397661.000000 Penalty: 4659.503906
	Iteration 3F: 3 clusters Score -1397661 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1398528.000000 Penalty: 4659.503906
	Iteration 4F: 3 clusters Score -1398528 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1399393.250000 Penalty: 4659.503906
	Iteration 5F: 3 clusters Score -1399393 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1400336.125000 Penalty: 4659.503906
	Iteration 6F: 3 clusters Score -1400336 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1401242.375000 Penalty: 4659.503906
	Iteration 7F: 3 clusters Score -1401242 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1402028.500000 Penalty: 4659.503906
	Iteration 8F: 3 clusters Score -1402028 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1402483.750000 Penalty: 4659.503906
	Iteration 9Q: 3 clusters Score -1402484 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1402694.750000 Penalty: 4659.503906
	Iteration 10Q: 3 clusters Score -1402695 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1402848.500000 Penalty: 4659.503906
	Iteration 11Q: 3 clusters Score -1402848 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1403045.500000 Penalty: 4659.503906
	Iteration 12Q: 3 clusters Score -1403046 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1403178.750000 Penalty: 4659.503906
	Iteration 13Q: 3 clusters Score -1403179 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1403244.000000 Penalty: 4659.503906
	Iteration 14Q: 3 clusters Score -1403244 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1403275.250000 Penalty: 4659.503906
	Iteration 15Q: 3 clusters Score -1403275 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1403298.375000 Penalty: 4659.503906
	Iteration 16Q: 3 clusters Score -1403298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1403309.500000 Penalty: 4659.503906
	Iteration 17Q: 3 clusters Score -1403310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1403313.125000 Penalty: 4659.503906
	Iteration 18Q: 3 clusters Score -1403313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1403320.875000 Penalty: 4659.503906
	Iteration 19Q: 3 clusters Score -1403321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1403321.375000 Penalty: 4659.503906
	Iteration 20F: 3 clusters Score -1403321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1403328.375000 Penalty: 4659.503906
	Iteration 21Q: 3 clusters Score -1403328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1403329.625000 Penalty: 4659.503906
	Iteration 22Q: 3 clusters Score -1403330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1403332.250000 Penalty: 4659.503906
	Iteration 23Q: 3 clusters Score -1403332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1403334.875000 Penalty: 4659.503906
	Iteration 24Q: 3 clusters Score -1403335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1403334.875000 Penalty: 4659.503906
	Iteration 25Q: 3 clusters Score -1403335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1403332.875000 Penalty: 4659.503906
	Iteration 26Q: 3 clusters Score -1403333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1403334.625000 Penalty: 4659.503906
	Iteration 27Q: 3 clusters Score -1403335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1403335.000000 Penalty: 4659.503906
	Iteration 28Q: 3 clusters Score -1403335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1403334.750000 Penalty: 4659.503906
	Iteration 29Q: 3 clusters Score -1403335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1403336.500000 Penalty: 4659.503906
	Iteration 30Q: 3 clusters Score -1403336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1403337.000000 Penalty: 4659.503906
	Iteration 31Q: 3 clusters Score -1403337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1403337.000000 Penalty: 4659.503906
	Iteration 32Q: 3 clusters Score -1403337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1403333.000000 Penalty: 4659.503906
	Iteration 33Q: 3 clusters Score -1403333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1403336.875000 Penalty: 4659.503906
	Iteration 34Q: 3 clusters Score -1403337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1403339.250000 Penalty: 4659.503906
	Iteration 35Q: 3 clusters Score -1403339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1403339.250000 Penalty: 4659.503906
	Iteration 36F: 3 clusters Score -1403339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 9150 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 33565 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 2822 members 
Mstep: Class 22 contains 22616 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 2703 members 
Mstep: Class 25 contains 1642 members 
Mstep: Class 26 contains 24107 members 
Mstep: Class 27 contains 7756 members 
Entering Unmasked Estep 
Score: -35657452.000000 Penalty: 84904.445312
Splitting cluster 18 changes total score from -35649472.000000 to -35657452.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (12647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Entering Unmasked Estep 
Score: -1197461.250000 Penalty: 2342.403320
	Iteration 0F: 2 clusters Score -1197461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1188167.375000 Penalty: 4684.806641
	Iteration 0F: 3 clusters Score -1188167 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1191226.375000 Penalty: 4684.806641
	Iteration 1F: 3 clusters Score -1191226 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1191899.875000 Penalty: 4684.806641
	Iteration 2F: 3 clusters Score -1191900 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1192570.250000 Penalty: 4684.806641
	Iteration 3F: 3 clusters Score -1192570 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1193201.000000 Penalty: 4684.806641
	Iteration 4F: 3 clusters Score -1193201 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1193705.375000 Penalty: 4684.806641
	Iteration 5F: 3 clusters Score -1193705 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1194060.625000 Penalty: 4684.806641
	Iteration 6Q: 3 clusters Score -1194061 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1194308.500000 Penalty: 4684.806641
	Iteration 7Q: 3 clusters Score -1194308 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1194474.250000 Penalty: 4684.806641
	Iteration 8Q: 3 clusters Score -1194474 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1194606.625000 Penalty: 4684.806641
	Iteration 9Q: 3 clusters Score -1194607 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1194708.875000 Penalty: 4684.806641
	Iteration 10Q: 3 clusters Score -1194709 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1194787.250000 Penalty: 4684.806641
	Iteration 11Q: 3 clusters Score -1194787 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1194851.375000 Penalty: 4684.806641
	Iteration 12Q: 3 clusters Score -1194851 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1194902.375000 Penalty: 4684.806641
	Iteration 13Q: 3 clusters Score -1194902 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1194944.625000 Penalty: 4684.806641
	Iteration 14Q: 3 clusters Score -1194945 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1194975.375000 Penalty: 4684.806641
	Iteration 15Q: 3 clusters Score -1194975 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1195002.625000 Penalty: 4684.806641
	Iteration 16Q: 3 clusters Score -1195003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1195025.625000 Penalty: 4684.806641
	Iteration 17Q: 3 clusters Score -1195026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1195043.875000 Penalty: 4684.806641
	Iteration 18Q: 3 clusters Score -1195044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1195075.875000 Penalty: 4684.806641
	Iteration 19Q: 3 clusters Score -1195076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1195101.875000 Penalty: 4684.806641
	Iteration 20F: 3 clusters Score -1195102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1195128.375000 Penalty: 4684.806641
	Iteration 21Q: 3 clusters Score -1195128 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1195146.375000 Penalty: 4684.806641
	Iteration 22Q: 3 clusters Score -1195146 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1195158.375000 Penalty: 4684.806641
	Iteration 23Q: 3 clusters Score -1195158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1195168.500000 Penalty: 4684.806641
	Iteration 24Q: 3 clusters Score -1195168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1195179.500000 Penalty: 4684.806641
	Iteration 25Q: 3 clusters Score -1195180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1195187.375000 Penalty: 4684.806641
	Iteration 26Q: 3 clusters Score -1195187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1195199.875000 Penalty: 4684.806641
	Iteration 27Q: 3 clusters Score -1195200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1195207.250000 Penalty: 4684.806641
	Iteration 28Q: 3 clusters Score -1195207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1195217.375000 Penalty: 4684.806641
	Iteration 29Q: 3 clusters Score -1195217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1195225.875000 Penalty: 4684.806641
	Iteration 30Q: 3 clusters Score -1195226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1195237.750000 Penalty: 4684.806641
	Iteration 31Q: 3 clusters Score -1195238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1195241.875000 Penalty: 4684.806641
	Iteration 32Q: 3 clusters Score -1195242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1195240.000000 Penalty: 4684.806641
	Iteration 33Q: 3 clusters Score -1195240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1195247.750000 Penalty: 4684.806641
	Iteration 34Q: 3 clusters Score -1195248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1195252.125000 Penalty: 4684.806641
	Iteration 35Q: 3 clusters Score -1195252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1195257.625000 Penalty: 4684.806641
	Iteration 36Q: 3 clusters Score -1195258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1195259.125000 Penalty: 4684.806641
	Iteration 37Q: 3 clusters Score -1195259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1195264.250000 Penalty: 4684.806641
	Iteration 38Q: 3 clusters Score -1195264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1195269.250000 Penalty: 4684.806641
	Iteration 39Q: 3 clusters Score -1195269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1195280.375000 Penalty: 4684.806641
	Iteration 40F: 3 clusters Score -1195280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1195287.500000 Penalty: 4684.806641
	Iteration 41Q: 3 clusters Score -1195288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1195298.875000 Penalty: 4684.806641
	Iteration 42Q: 3 clusters Score -1195299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1195302.125000 Penalty: 4684.806641
	Iteration 43Q: 3 clusters Score -1195302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1195308.750000 Penalty: 4684.806641
	Iteration 44Q: 3 clusters Score -1195309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1195310.250000 Penalty: 4684.806641
	Iteration 45Q: 3 clusters Score -1195310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1195318.625000 Penalty: 4684.806641
	Iteration 46Q: 3 clusters Score -1195319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1195324.500000 Penalty: 4684.806641
	Iteration 47Q: 3 clusters Score -1195324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1195331.250000 Penalty: 4684.806641
	Iteration 48Q: 3 clusters Score -1195331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1195332.500000 Penalty: 4684.806641
	Iteration 49Q: 3 clusters Score -1195332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1195333.250000 Penalty: 4684.806641
	Iteration 50Q: 3 clusters Score -1195333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1195336.375000 Penalty: 4684.806641
	Iteration 51Q: 3 clusters Score -1195336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1195339.000000 Penalty: 4684.806641
	Iteration 52Q: 3 clusters Score -1195339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1195338.875000 Penalty: 4684.806641
	Iteration 53Q: 3 clusters Score -1195339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1195340.625000 Penalty: 4684.806641
	Iteration 54Q: 3 clusters Score -1195341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1195339.500000 Penalty: 4684.806641
	Iteration 55Q: 3 clusters Score -1195340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1195338.750000 Penalty: 4684.806641
	Iteration 56Q: 3 clusters Score -1195339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1195345.250000 Penalty: 4684.806641
	Iteration 57Q: 3 clusters Score -1195345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1195342.000000 Penalty: 4684.806641
	Iteration 58Q: 3 clusters Score -1195342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1195344.875000 Penalty: 4684.806641
	Iteration 59Q: 3 clusters Score -1195345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1195348.500000 Penalty: 4684.806641
	Iteration 60F: 3 clusters Score -1195348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1195349.750000 Penalty: 4684.806641
	Iteration 61Q: 3 clusters Score -1195350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1195347.500000 Penalty: 4684.806641
	Iteration 62Q: 3 clusters Score -1195348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1195349.875000 Penalty: 4684.806641
	Iteration 63Q: 3 clusters Score -1195350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1195350.125000 Penalty: 4684.806641
	Iteration 64Q: 3 clusters Score -1195350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1195353.250000 Penalty: 4684.806641
	Iteration 65Q: 3 clusters Score -1195353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1195353.125000 Penalty: 4684.806641
	Iteration 66Q: 3 clusters Score -1195353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1195352.375000 Penalty: 4684.806641
	Iteration 67Q: 3 clusters Score -1195352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1195352.375000 Penalty: 4684.806641
	Iteration 68F: 3 clusters Score -1195352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Entering Unmasked Estep 
Score: -1788319.750000 Penalty: 2381.323730
	Iteration 0F: 2 clusters Score -1788320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1777620.375000 Penalty: 4762.647461
	Iteration 0F: 3 clusters Score -1777620 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1781334.500000 Penalty: 4762.647461
	Iteration 1F: 3 clusters Score -1781334 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1782102.125000 Penalty: 4762.647461
	Iteration 2F: 3 clusters Score -1782102 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1782910.750000 Penalty: 4762.647461
	Iteration 3F: 3 clusters Score -1782911 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1783723.750000 Penalty: 4762.647461
	Iteration 4F: 3 clusters Score -1783724 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1784474.125000 Penalty: 4762.647461
	Iteration 5F: 3 clusters Score -1784474 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1785145.000000 Penalty: 4762.647461
	Iteration 6F: 3 clusters Score -1785145 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1785697.125000 Penalty: 4762.647461
	Iteration 7F: 3 clusters Score -1785697 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1786189.000000 Penalty: 4762.647461
	Iteration 8Q: 3 clusters Score -1786189 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1786585.500000 Penalty: 4762.647461
	Iteration 9Q: 3 clusters Score -1786586 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1786910.625000 Penalty: 4762.647461
	Iteration 10Q: 3 clusters Score -1786911 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1787154.000000 Penalty: 4762.647461
	Iteration 11Q: 3 clusters Score -1787154 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1787356.500000 Penalty: 4762.647461
	Iteration 12Q: 3 clusters Score -1787356 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1787516.250000 Penalty: 4762.647461
	Iteration 13Q: 3 clusters Score -1787516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1787651.000000 Penalty: 4762.647461
	Iteration 14Q: 3 clusters Score -1787651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1787744.500000 Penalty: 4762.647461
	Iteration 15Q: 3 clusters Score -1787744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1787805.750000 Penalty: 4762.647461
	Iteration 16Q: 3 clusters Score -1787806 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1787845.500000 Penalty: 4762.647461
	Iteration 17Q: 3 clusters Score -1787846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1787858.250000 Penalty: 4762.647461
	Iteration 18Q: 3 clusters Score -1787858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1787869.500000 Penalty: 4762.647461
	Iteration 19Q: 3 clusters Score -1787870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1787879.125000 Penalty: 4762.647461
	Iteration 20F: 3 clusters Score -1787879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1787886.000000 Penalty: 4762.647461
	Iteration 21Q: 3 clusters Score -1787886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1787888.500000 Penalty: 4762.647461
	Iteration 22Q: 3 clusters Score -1787888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1787887.875000 Penalty: 4762.647461
	Iteration 23Q: 3 clusters Score -1787888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1787887.875000 Penalty: 4762.647461
	Iteration 24F: 3 clusters Score -1787888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Entering Unmasked Estep 
Score: -2675786.500000 Penalty: 2486.550293
	Iteration 0F: 2 clusters Score -2675786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2660089.750000 Penalty: 4973.100586
	Iteration 0F: 3 clusters Score -2660090 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2665808.750000 Penalty: 4973.100586
	Iteration 1F: 3 clusters Score -2665809 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2667038.500000 Penalty: 4973.100586
	Iteration 2F: 3 clusters Score -2667038 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2668859.500000 Penalty: 4973.100586
	Iteration 3F: 3 clusters Score -2668860 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2670679.500000 Penalty: 4973.100586
	Iteration 4F: 3 clusters Score -2670680 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2672262.000000 Penalty: 4973.100586
	Iteration 5F: 3 clusters Score -2672262 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2673564.000000 Penalty: 4973.100586
	Iteration 6F: 3 clusters Score -2673564 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2674577.250000 Penalty: 4973.100586
	Iteration 7F: 3 clusters Score -2674577 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -2675398.250000 Penalty: 4973.100586
	Iteration 8Q: 3 clusters Score -2675398 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2676257.250000 Penalty: 4973.100586
	Iteration 9Q: 3 clusters Score -2676257 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2677235.750000 Penalty: 4973.100586
	Iteration 10Q: 3 clusters Score -2677236 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2678015.000000 Penalty: 4973.100586
	Iteration 11Q: 3 clusters Score -2678015 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2678426.500000 Penalty: 4973.100586
	Iteration 12Q: 3 clusters Score -2678426 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2678591.000000 Penalty: 4973.100586
	Iteration 13Q: 3 clusters Score -2678591 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2678650.750000 Penalty: 4973.100586
	Iteration 14Q: 3 clusters Score -2678651 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2678687.250000 Penalty: 4973.100586
	Iteration 15Q: 3 clusters Score -2678687 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2678708.500000 Penalty: 4973.100586
	Iteration 16Q: 3 clusters Score -2678708 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2678727.000000 Penalty: 4973.100586
	Iteration 17Q: 3 clusters Score -2678727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2678748.750000 Penalty: 4973.100586
	Iteration 18Q: 3 clusters Score -2678749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2678752.000000 Penalty: 4973.100586
	Iteration 19Q: 3 clusters Score -2678752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2678751.250000 Penalty: 4973.100586
	Iteration 20F: 3 clusters Score -2678751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2678761.000000 Penalty: 4973.100586
	Iteration 21Q: 3 clusters Score -2678761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2678764.500000 Penalty: 4973.100586
	Iteration 22Q: 3 clusters Score -2678764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2678760.500000 Penalty: 4973.100586
	Iteration 23Q: 3 clusters Score -2678760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2678771.000000 Penalty: 4973.100586
	Iteration 24Q: 3 clusters Score -2678771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2678768.750000 Penalty: 4973.100586
	Iteration 25Q: 3 clusters Score -2678769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2678765.250000 Penalty: 4973.100586
	Iteration 26Q: 3 clusters Score -2678765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2678772.750000 Penalty: 4973.100586
	Iteration 27Q: 3 clusters Score -2678773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2678767.750000 Penalty: 4973.100586
	Iteration 28Q: 3 clusters Score -2678768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2678771.500000 Penalty: 4973.100586
	Iteration 29Q: 3 clusters Score -2678772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2678774.000000 Penalty: 4973.100586
	Iteration 30Q: 3 clusters Score -2678774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2678771.000000 Penalty: 4973.100586
	Iteration 31Q: 3 clusters Score -2678771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2678770.500000 Penalty: 4973.100586
	Iteration 32Q: 3 clusters Score -2678770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2678770.750000 Penalty: 4973.100586
	Iteration 33Q: 3 clusters Score -2678771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2678771.250000 Penalty: 4973.100586
	Iteration 34Q: 3 clusters Score -2678771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2678765.250000 Penalty: 4973.100586
	Iteration 35Q: 3 clusters Score -2678765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2678768.750000 Penalty: 4973.100586
	Iteration 36Q: 3 clusters Score -2678769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2678768.000000 Penalty: 4973.100586
	Iteration 37Q: 3 clusters Score -2678768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2678769.250000 Penalty: 4973.100586
	Iteration 38Q: 3 clusters Score -2678769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2678770.000000 Penalty: 4973.100586
	Iteration 39Q: 3 clusters Score -2678770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2678772.500000 Penalty: 4973.100586
	Iteration 40F: 3 clusters Score -2678772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2678771.000000 Penalty: 4973.100586
	Iteration 41Q: 3 clusters Score -2678771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2678776.250000 Penalty: 4973.100586
	Iteration 42Q: 3 clusters Score -2678776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2678776.750000 Penalty: 4973.100586
	Iteration 43Q: 3 clusters Score -2678777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2678776.750000 Penalty: 4973.100586
	Iteration 44F: 3 clusters Score -2678777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 9150 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 33565 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 2822 members 
Mstep: Class 22 contains 9687 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 2703 members 
Mstep: Class 25 contains 1642 members 
Mstep: Class 26 contains 24107 members 
Mstep: Class 27 contains 7756 members 
Mstep: Class 28 contains 12929 members 
Entering Unmasked Estep 
Score: -35659748.000000 Penalty: 88049.054688
Splitting cluster 22 changes total score from -35649472.000000 to -35659748.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 7995 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 10446 members 
Mstep: Class 6 contains 4773 members 
Mstep: Class 7 contains 9150 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 33565 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 13395 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 35331 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 4262 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 22 contains 9687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35667880.000000 Penalty: 88049.054688
Iteration 39Q: 29 clusters Score -3.566788e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 8284 members 
Mstep: Class 3 contains 1321 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 10720 members 
Mstep: Class 6 contains 5093 members 
Mstep: Class 7 contains 9189 members 
Mstep: Class 8 contains 5642 members 
Mstep: Class 9 contains 34370 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 13287 members 
Mstep: Class 12 contains 23400 members 
Mstep: Class 13 contains 16068 members 
Mstep: Class 14 contains 36350 members 
Mstep: Class 15 contains 13188 members 
Mstep: Class 16 contains 8370 members 
Mstep: Class 17 contains 17138 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 12543 members 
Mstep: Class 20 contains 14846 members 
Mstep: Class 21 contains 2860 members 
Mstep: Class 22 contains 9456 members 
Mstep: Class 23 contains 3630 members 
Mstep: Class 24 contains 2776 members 
Mstep: Class 25 contains 1615 members 
Mstep: Class 26 contains 23124 members 
Mstep: Class 27 contains 7506 members 
Mstep: Class 28 contains 11916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35675540.000000 Penalty: 88049.054688
Iteration 40F: 29 clusters Score -3.567554e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 1326 members 
Mstep: Class 4 contains 2854 members 
Mstep: Class 5 contains 10277 members 
Mstep: Class 6 contains 5228 members 
Mstep: Class 7 contains 9174 members 
Mstep: Class 8 contains 5882 members 
Mstep: Class 9 contains 34105 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 13292 members 
Mstep: Class 12 contains 22774 members 
Mstep: Class 13 contains 16299 members 
Mstep: Class 14 contains 36326 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 8120 members 
Mstep: Class 17 contains 16764 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 12491 members 
Mstep: Class 20 contains 14854 members 
Mstep: Class 21 contains 2903 members 
Mstep: Class 22 contains 9313 members 
Mstep: Class 23 contains 3855 members 
Mstep: Class 24 contains 3075 members 
Mstep: Class 25 contains 1621 members 
Mstep: Class 26 contains 23578 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 12092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35679352.000000 Penalty: 88049.054688
Iteration 41Q: 29 clusters Score -3.567935e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 1353 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 9974 members 
Mstep: Class 6 contains 5332 members 
Mstep: Class 7 contains 9139 members 
Mstep: Class 8 contains 6033 members 
Mstep: Class 9 contains 33977 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 13375 members 
Mstep: Class 12 contains 22290 members 
Mstep: Class 13 contains 16469 members 
Mstep: Class 14 contains 36298 members 
Mstep: Class 15 contains 13372 members 
Mstep: Class 16 contains 7900 members 
Mstep: Class 17 contains 16499 members 
Mstep: Class 18 contains 4371 members 
Mstep: Class 19 contains 12489 members 
Mstep: Class 20 contains 14853 members 
Mstep: Class 21 contains 2934 members 
Mstep: Class 22 contains 9244 members 
Mstep: Class 23 contains 3973 members 
Mstep: Class 24 contains 3209 members 
Mstep: Class 25 contains 1637 members 
Mstep: Class 26 contains 23721 members 
Mstep: Class 27 contains 8213 members 
Mstep: Class 28 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35681396.000000 Penalty: 88049.054688
Iteration 42Q: 29 clusters Score -3.56814e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 8834 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 9106 members 
Mstep: Class 8 contains 6161 members 
Mstep: Class 9 contains 33819 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 13459 members 
Mstep: Class 12 contains 21853 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 36258 members 
Mstep: Class 15 contains 13408 members 
Mstep: Class 16 contains 7693 members 
Mstep: Class 17 contains 16282 members 
Mstep: Class 18 contains 4445 members 
Mstep: Class 19 contains 12495 members 
Mstep: Class 20 contains 14845 members 
Mstep: Class 21 contains 2968 members 
Mstep: Class 22 contains 9223 members 
Mstep: Class 23 contains 3994 members 
Mstep: Class 24 contains 3301 members 
Mstep: Class 25 contains 1659 members 
Mstep: Class 26 contains 23796 members 
Mstep: Class 27 contains 8528 members 
Mstep: Class 28 contains 12250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35682764.000000 Penalty: 88049.054688
Iteration 43Q: 29 clusters Score -3.568276e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 9047 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 2869 members 
Mstep: Class 5 contains 9550 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 6246 members 
Mstep: Class 9 contains 33707 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 13545 members 
Mstep: Class 12 contains 21483 members 
Mstep: Class 13 contains 16842 members 
Mstep: Class 14 contains 36243 members 
Mstep: Class 15 contains 13440 members 
Mstep: Class 16 contains 7519 members 
Mstep: Class 17 contains 16078 members 
Mstep: Class 18 contains 4519 members 
Mstep: Class 19 contains 12507 members 
Mstep: Class 20 contains 14846 members 
Mstep: Class 21 contains 2999 members 
Mstep: Class 22 contains 9209 members 
Mstep: Class 23 contains 3989 members 
Mstep: Class 24 contains 3367 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 23829 members 
Mstep: Class 27 contains 8859 members 
Mstep: Class 28 contains 12244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683884.000000 Penalty: 88049.054688
Iteration 44Q: 29 clusters Score -3.568388e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 9278 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 9406 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 8997 members 
Mstep: Class 8 contains 6303 members 
Mstep: Class 9 contains 33634 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 13634 members 
Mstep: Class 12 contains 21183 members 
Mstep: Class 13 contains 17026 members 
Mstep: Class 14 contains 36153 members 
Mstep: Class 15 contains 13465 members 
Mstep: Class 16 contains 7361 members 
Mstep: Class 17 contains 15911 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 12530 members 
Mstep: Class 20 contains 14844 members 
Mstep: Class 21 contains 3023 members 
Mstep: Class 22 contains 9194 members 
Mstep: Class 23 contains 3975 members 
Mstep: Class 24 contains 3406 members 
Mstep: Class 25 contains 1717 members 
Mstep: Class 26 contains 23796 members 
Mstep: Class 27 contains 9181 members 
Mstep: Class 28 contains 12196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684576.000000 Penalty: 88049.054688
Iteration 45Q: 29 clusters Score -3.568458e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 1459 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 9244 members 
Mstep: Class 6 contains 5590 members 
Mstep: Class 7 contains 8938 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 33604 members 
Mstep: Class 10 contains 4544 members 
Mstep: Class 11 contains 13718 members 
Mstep: Class 12 contains 20873 members 
Mstep: Class 13 contains 17201 members 
Mstep: Class 14 contains 36023 members 
Mstep: Class 15 contains 13489 members 
Mstep: Class 16 contains 7195 members 
Mstep: Class 17 contains 15778 members 
Mstep: Class 18 contains 4698 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 14844 members 
Mstep: Class 21 contains 3052 members 
Mstep: Class 22 contains 9180 members 
Mstep: Class 23 contains 3968 members 
Mstep: Class 24 contains 3447 members 
Mstep: Class 25 contains 1742 members 
Mstep: Class 26 contains 23718 members 
Mstep: Class 27 contains 9533 members 
Mstep: Class 28 contains 12120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685600.000000 Penalty: 88049.054688
Iteration 46Q: 29 clusters Score -3.56856e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 9742 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 2874 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 5636 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 6404 members 
Mstep: Class 9 contains 33611 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 13798 members 
Mstep: Class 12 contains 20573 members 
Mstep: Class 13 contains 17391 members 
Mstep: Class 14 contains 35870 members 
Mstep: Class 15 contains 13498 members 
Mstep: Class 16 contains 7033 members 
Mstep: Class 17 contains 15662 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 12596 members 
Mstep: Class 20 contains 14841 members 
Mstep: Class 21 contains 3078 members 
Mstep: Class 22 contains 9168 members 
Mstep: Class 23 contains 3974 members 
Mstep: Class 24 contains 3499 members 
Mstep: Class 25 contains 1773 members 
Mstep: Class 26 contains 23608 members 
Mstep: Class 27 contains 9839 members 
Mstep: Class 28 contains 12043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686288.000000 Penalty: 88049.054688
Iteration 47Q: 29 clusters Score -3.568629e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 9985 members 
Mstep: Class 3 contains 1513 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 8822 members 
Mstep: Class 8 contains 6462 members 
Mstep: Class 9 contains 33616 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 13863 members 
Mstep: Class 12 contains 20281 members 
Mstep: Class 13 contains 17583 members 
Mstep: Class 14 contains 35770 members 
Mstep: Class 15 contains 13509 members 
Mstep: Class 16 contains 6874 members 
Mstep: Class 17 contains 15546 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 14839 members 
Mstep: Class 21 contains 3094 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 3975 members 
Mstep: Class 24 contains 3547 members 
Mstep: Class 25 contains 1797 members 
Mstep: Class 26 contains 23446 members 
Mstep: Class 27 contains 10104 members 
Mstep: Class 28 contains 11977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687060.000000 Penalty: 88049.054688
Iteration 48Q: 29 clusters Score -3.568706e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 10227 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 8794 members 
Mstep: Class 6 contains 5711 members 
Mstep: Class 7 contains 8766 members 
Mstep: Class 8 contains 6496 members 
Mstep: Class 9 contains 33617 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 13918 members 
Mstep: Class 12 contains 20003 members 
Mstep: Class 13 contains 17796 members 
Mstep: Class 14 contains 35635 members 
Mstep: Class 15 contains 13517 members 
Mstep: Class 16 contains 6714 members 
Mstep: Class 17 contains 15438 members 
Mstep: Class 18 contains 5067 members 
Mstep: Class 19 contains 12641 members 
Mstep: Class 20 contains 14847 members 
Mstep: Class 21 contains 3114 members 
Mstep: Class 22 contains 9139 members 
Mstep: Class 23 contains 3987 members 
Mstep: Class 24 contains 3589 members 
Mstep: Class 25 contains 1837 members 
Mstep: Class 26 contains 23275 members 
Mstep: Class 27 contains 10402 members 
Mstep: Class 28 contains 11914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687676.000000 Penalty: 88049.054688
Iteration 49Q: 29 clusters Score -3.568768e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 10478 members 
Mstep: Class 3 contains 1558 members 
Mstep: Class 4 contains 2878 members 
Mstep: Class 5 contains 8669 members 
Mstep: Class 6 contains 5755 members 
Mstep: Class 7 contains 8725 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 33682 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 13990 members 
Mstep: Class 12 contains 19706 members 
Mstep: Class 13 contains 17998 members 
Mstep: Class 14 contains 35513 members 
Mstep: Class 15 contains 13511 members 
Mstep: Class 16 contains 6575 members 
Mstep: Class 17 contains 15332 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 12648 members 
Mstep: Class 20 contains 14848 members 
Mstep: Class 21 contains 3128 members 
Mstep: Class 22 contains 9112 members 
Mstep: Class 23 contains 3994 members 
Mstep: Class 24 contains 3632 members 
Mstep: Class 25 contains 1879 members 
Mstep: Class 26 contains 23111 members 
Mstep: Class 27 contains 10673 members 
Mstep: Class 28 contains 11839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35688664.000000 Penalty: 88049.054688
Iteration 50Q: 29 clusters Score -3.568866e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 1576 members 
Mstep: Class 4 contains 2878 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 8688 members 
Mstep: Class 8 contains 6546 members 
Mstep: Class 9 contains 33753 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 14042 members 
Mstep: Class 12 contains 19397 members 
Mstep: Class 13 contains 18232 members 
Mstep: Class 14 contains 35384 members 
Mstep: Class 15 contains 13502 members 
Mstep: Class 16 contains 6464 members 
Mstep: Class 17 contains 15242 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 12658 members 
Mstep: Class 20 contains 14855 members 
Mstep: Class 21 contains 3138 members 
Mstep: Class 22 contains 9087 members 
Mstep: Class 23 contains 3993 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 1919 members 
Mstep: Class 26 contains 22916 members 
Mstep: Class 27 contains 10924 members 
Mstep: Class 28 contains 11741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35689144.000000 Penalty: 88049.054688
Iteration 51Q: 29 clusters Score -3.568914e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 10913 members 
Mstep: Class 3 contains 1594 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 5826 members 
Mstep: Class 7 contains 8648 members 
Mstep: Class 8 contains 6573 members 
Mstep: Class 9 contains 33836 members 
Mstep: Class 10 contains 4568 members 
Mstep: Class 11 contains 14106 members 
Mstep: Class 12 contains 19090 members 
Mstep: Class 13 contains 18424 members 
Mstep: Class 14 contains 35262 members 
Mstep: Class 15 contains 13490 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 15163 members 
Mstep: Class 18 contains 5314 members 
Mstep: Class 19 contains 12674 members 
Mstep: Class 20 contains 14862 members 
Mstep: Class 21 contains 3144 members 
Mstep: Class 22 contains 9068 members 
Mstep: Class 23 contains 3999 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 1953 members 
Mstep: Class 26 contains 22708 members 
Mstep: Class 27 contains 11189 members 
Mstep: Class 28 contains 11653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35689592.000000 Penalty: 88049.054688
Iteration 52Q: 29 clusters Score -3.568959e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 11105 members 
Mstep: Class 3 contains 1610 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 8371 members 
Mstep: Class 6 contains 5862 members 
Mstep: Class 7 contains 8611 members 
Mstep: Class 8 contains 6597 members 
Mstep: Class 9 contains 33937 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 14178 members 
Mstep: Class 12 contains 18791 members 
Mstep: Class 13 contains 18603 members 
Mstep: Class 14 contains 35109 members 
Mstep: Class 15 contains 13484 members 
Mstep: Class 16 contains 6319 members 
Mstep: Class 17 contains 15089 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 12702 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 3150 members 
Mstep: Class 22 contains 9054 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 3829 members 
Mstep: Class 25 contains 1987 members 
Mstep: Class 26 contains 22524 members 
Mstep: Class 27 contains 11445 members 
Mstep: Class 28 contains 11538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35689916.000000 Penalty: 88049.054688
Iteration 53Q: 29 clusters Score -3.568992e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 11259 members 
Mstep: Class 3 contains 1621 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 8281 members 
Mstep: Class 6 contains 5900 members 
Mstep: Class 7 contains 8579 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 34064 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 14245 members 
Mstep: Class 12 contains 18500 members 
Mstep: Class 13 contains 18778 members 
Mstep: Class 14 contains 34980 members 
Mstep: Class 15 contains 13479 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 17 contains 15025 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 12740 members 
Mstep: Class 20 contains 14875 members 
Mstep: Class 21 contains 3160 members 
Mstep: Class 22 contains 9044 members 
Mstep: Class 23 contains 4002 members 
Mstep: Class 24 contains 3900 members 
Mstep: Class 25 contains 2017 members 
Mstep: Class 26 contains 22323 members 
Mstep: Class 27 contains 11702 members 
Mstep: Class 28 contains 11432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35690320.000000 Penalty: 88049.054688
Iteration 54Q: 29 clusters Score -3.569032e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 1632 members 
Mstep: Class 4 contains 2881 members 
Mstep: Class 5 contains 8217 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 8547 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 34203 members 
Mstep: Class 10 contains 4581 members 
Mstep: Class 11 contains 14284 members 
Mstep: Class 12 contains 18203 members 
Mstep: Class 13 contains 18971 members 
Mstep: Class 14 contains 34880 members 
Mstep: Class 15 contains 13481 members 
Mstep: Class 16 contains 6222 members 
Mstep: Class 17 contains 14957 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12748 members 
Mstep: Class 20 contains 14876 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 9044 members 
Mstep: Class 23 contains 4011 members 
Mstep: Class 24 contains 3969 members 
Mstep: Class 25 contains 2041 members 
Mstep: Class 26 contains 22086 members 
Mstep: Class 27 contains 11944 members 
Mstep: Class 28 contains 11338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35690812.000000 Penalty: 88049.054688
Iteration 55Q: 29 clusters Score -3.569081e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 11544 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 2881 members 
Mstep: Class 5 contains 8190 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 6675 members 
Mstep: Class 9 contains 34375 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 14286 members 
Mstep: Class 12 contains 17932 members 
Mstep: Class 13 contains 19156 members 
Mstep: Class 14 contains 34754 members 
Mstep: Class 15 contains 13480 members 
Mstep: Class 16 contains 6183 members 
Mstep: Class 17 contains 14896 members 
Mstep: Class 18 contains 5443 members 
Mstep: Class 19 contains 12755 members 
Mstep: Class 20 contains 14881 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 22 contains 9037 members 
Mstep: Class 23 contains 4017 members 
Mstep: Class 24 contains 4043 members 
Mstep: Class 25 contains 2074 members 
Mstep: Class 26 contains 21854 members 
Mstep: Class 27 contains 12154 members 
Mstep: Class 28 contains 11244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35691192.000000 Penalty: 88049.054688
Iteration 56Q: 29 clusters Score -3.569119e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 11670 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 2881 members 
Mstep: Class 5 contains 8159 members 
Mstep: Class 6 contains 6006 members 
Mstep: Class 7 contains 8497 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 34555 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 11 contains 14298 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 19335 members 
Mstep: Class 14 contains 34624 members 
Mstep: Class 15 contains 13470 members 
Mstep: Class 16 contains 6159 members 
Mstep: Class 17 contains 14828 members 
Mstep: Class 18 contains 5444 members 
Mstep: Class 19 contains 12788 members 
Mstep: Class 20 contains 14885 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 9029 members 
Mstep: Class 23 contains 4030 members 
Mstep: Class 24 contains 4116 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 21588 members 
Mstep: Class 27 contains 12383 members 
Mstep: Class 28 contains 11142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35691600.000000 Penalty: 88049.054688
Iteration 57Q: 29 clusters Score -3.56916e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 11804 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 2881 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 6036 members 
Mstep: Class 7 contains 8474 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 34693 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 14313 members 
Mstep: Class 12 contains 17473 members 
Mstep: Class 13 contains 19500 members 
Mstep: Class 14 contains 34503 members 
Mstep: Class 15 contains 13452 members 
Mstep: Class 16 contains 6137 members 
Mstep: Class 17 contains 14776 members 
Mstep: Class 18 contains 5439 members 
Mstep: Class 19 contains 12817 members 
Mstep: Class 20 contains 14884 members 
Mstep: Class 21 contains 3197 members 
Mstep: Class 22 contains 9018 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 4191 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 21339 members 
Mstep: Class 27 contains 12591 members 
Mstep: Class 28 contains 11040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35691880.000000 Penalty: 88049.054688
Iteration 58Q: 29 clusters Score -3.569188e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 6063 members 
Mstep: Class 7 contains 8459 members 
Mstep: Class 8 contains 6737 members 
Mstep: Class 9 contains 34824 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 14340 members 
Mstep: Class 12 contains 17255 members 
Mstep: Class 13 contains 19676 members 
Mstep: Class 14 contains 34346 members 
Mstep: Class 15 contains 13435 members 
Mstep: Class 16 contains 6116 members 
Mstep: Class 17 contains 14728 members 
Mstep: Class 18 contains 5435 members 
Mstep: Class 19 contains 12848 members 
Mstep: Class 20 contains 14887 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 9016 members 
Mstep: Class 23 contains 4046 members 
Mstep: Class 24 contains 4263 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 21101 members 
Mstep: Class 27 contains 12818 members 
Mstep: Class 28 contains 10943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692356.000000 Penalty: 88049.054688
Iteration 59Q: 29 clusters Score -3.569236e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 11997 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 8080 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 7 contains 8447 members 
Mstep: Class 8 contains 6769 members 
Mstep: Class 9 contains 34983 members 
Mstep: Class 10 contains 4583 members 
Mstep: Class 11 contains 14355 members 
Mstep: Class 12 contains 17037 members 
Mstep: Class 13 contains 19874 members 
Mstep: Class 14 contains 34168 members 
Mstep: Class 15 contains 13418 members 
Mstep: Class 16 contains 6105 members 
Mstep: Class 17 contains 14687 members 
Mstep: Class 18 contains 5428 members 
Mstep: Class 19 contains 12886 members 
Mstep: Class 20 contains 14891 members 
Mstep: Class 21 contains 3212 members 
Mstep: Class 22 contains 9015 members 
Mstep: Class 23 contains 4054 members 
Mstep: Class 24 contains 4326 members 
Mstep: Class 25 contains 2171 members 
Mstep: Class 26 contains 20850 members 
Mstep: Class 27 contains 13025 members 
Mstep: Class 28 contains 10844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692568.000000 Penalty: 88049.054688
Iteration 60F: 29 clusters Score -3.569257e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 12098 members 
Mstep: Class 3 contains 1696 members 
Mstep: Class 4 contains 2883 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 6138 members 
Mstep: Class 7 contains 8435 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 35141 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 14355 members 
Mstep: Class 12 contains 16847 members 
Mstep: Class 13 contains 20069 members 
Mstep: Class 14 contains 33985 members 
Mstep: Class 15 contains 13400 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 14652 members 
Mstep: Class 18 contains 5459 members 
Mstep: Class 19 contains 12910 members 
Mstep: Class 20 contains 14893 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 9004 members 
Mstep: Class 23 contains 4062 members 
Mstep: Class 24 contains 4402 members 
Mstep: Class 25 contains 2188 members 
Mstep: Class 26 contains 20626 members 
Mstep: Class 27 contains 13240 members 
Mstep: Class 28 contains 10725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692900.000000 Penalty: 88049.054688
Iteration 61Q: 29 clusters Score -3.56929e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 12179 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 7934 members 
Mstep: Class 6 contains 6185 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 6848 members 
Mstep: Class 9 contains 35281 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 14364 members 
Mstep: Class 12 contains 16679 members 
Mstep: Class 13 contains 20229 members 
Mstep: Class 14 contains 33817 members 
Mstep: Class 15 contains 13397 members 
Mstep: Class 16 contains 6075 members 
Mstep: Class 17 contains 14614 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 12936 members 
Mstep: Class 20 contains 14898 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 8994 members 
Mstep: Class 23 contains 4075 members 
Mstep: Class 24 contains 4478 members 
Mstep: Class 25 contains 2204 members 
Mstep: Class 26 contains 20422 members 
Mstep: Class 27 contains 13431 members 
Mstep: Class 28 contains 10614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693088.000000 Penalty: 88049.054688
Iteration 62Q: 29 clusters Score -3.569309e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 12273 members 
Mstep: Class 3 contains 1703 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 7878 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 6877 members 
Mstep: Class 9 contains 35406 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 14349 members 
Mstep: Class 12 contains 16485 members 
Mstep: Class 13 contains 20421 members 
Mstep: Class 14 contains 33641 members 
Mstep: Class 15 contains 13372 members 
Mstep: Class 16 contains 6068 members 
Mstep: Class 17 contains 14589 members 
Mstep: Class 18 contains 5482 members 
Mstep: Class 19 contains 12966 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 3216 members 
Mstep: Class 22 contains 8985 members 
Mstep: Class 23 contains 4091 members 
Mstep: Class 24 contains 4553 members 
Mstep: Class 25 contains 2219 members 
Mstep: Class 26 contains 20237 members 
Mstep: Class 27 contains 13624 members 
Mstep: Class 28 contains 10520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693372.000000 Penalty: 88049.054688
Iteration 63Q: 29 clusters Score -3.569337e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 7827 members 
Mstep: Class 6 contains 6280 members 
Mstep: Class 7 contains 8414 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 35537 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 14359 members 
Mstep: Class 12 contains 16321 members 
Mstep: Class 13 contains 20613 members 
Mstep: Class 14 contains 33477 members 
Mstep: Class 15 contains 13350 members 
Mstep: Class 16 contains 6054 members 
Mstep: Class 17 contains 14572 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 14904 members 
Mstep: Class 21 contains 3217 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 4106 members 
Mstep: Class 24 contains 4614 members 
Mstep: Class 25 contains 2231 members 
Mstep: Class 26 contains 20067 members 
Mstep: Class 27 contains 13772 members 
Mstep: Class 28 contains 10404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693576.000000 Penalty: 88049.054688
Iteration 64Q: 29 clusters Score -3.569358e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 12438 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 6920 members 
Mstep: Class 9 contains 35645 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 14374 members 
Mstep: Class 12 contains 16169 members 
Mstep: Class 13 contains 20804 members 
Mstep: Class 14 contains 33292 members 
Mstep: Class 15 contains 13337 members 
Mstep: Class 16 contains 6040 members 
Mstep: Class 17 contains 14558 members 
Mstep: Class 18 contains 5476 members 
Mstep: Class 19 contains 13023 members 
Mstep: Class 20 contains 14906 members 
Mstep: Class 21 contains 3221 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 4124 members 
Mstep: Class 24 contains 4650 members 
Mstep: Class 25 contains 2237 members 
Mstep: Class 26 contains 19922 members 
Mstep: Class 27 contains 13912 members 
Mstep: Class 28 contains 10329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693732.000000 Penalty: 88049.054688
Iteration 65Q: 29 clusters Score -3.569373e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 12510 members 
Mstep: Class 3 contains 1715 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 8396 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 35754 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 14386 members 
Mstep: Class 12 contains 16040 members 
Mstep: Class 13 contains 20972 members 
Mstep: Class 14 contains 33129 members 
Mstep: Class 15 contains 13323 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 14542 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 13053 members 
Mstep: Class 20 contains 14906 members 
Mstep: Class 21 contains 3227 members 
Mstep: Class 22 contains 8957 members 
Mstep: Class 23 contains 4142 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 19804 members 
Mstep: Class 27 contains 13998 members 
Mstep: Class 28 contains 10264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693804.000000 Penalty: 88049.054688
Iteration 66Q: 29 clusters Score -3.56938e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 12561 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 7712 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 8381 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 35844 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 14389 members 
Mstep: Class 12 contains 15932 members 
Mstep: Class 13 contains 21112 members 
Mstep: Class 14 contains 32972 members 
Mstep: Class 15 contains 13320 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 14528 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 13076 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 3229 members 
Mstep: Class 22 contains 8950 members 
Mstep: Class 23 contains 4154 members 
Mstep: Class 24 contains 4714 members 
Mstep: Class 25 contains 2265 members 
Mstep: Class 26 contains 19713 members 
Mstep: Class 27 contains 14084 members 
Mstep: Class 28 contains 10207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693916.000000 Penalty: 88049.054688
Iteration 67Q: 29 clusters Score -3.569392e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 12619 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 7680 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 6951 members 
Mstep: Class 9 contains 35913 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 14387 members 
Mstep: Class 12 contains 15825 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 32821 members 
Mstep: Class 15 contains 13307 members 
Mstep: Class 16 contains 6020 members 
Mstep: Class 17 contains 14522 members 
Mstep: Class 18 contains 5460 members 
Mstep: Class 19 contains 13103 members 
Mstep: Class 20 contains 14907 members 
Mstep: Class 21 contains 3229 members 
Mstep: Class 22 contains 8947 members 
Mstep: Class 23 contains 4166 members 
Mstep: Class 24 contains 4750 members 
Mstep: Class 25 contains 2277 members 
Mstep: Class 26 contains 19625 members 
Mstep: Class 27 contains 14169 members 
Mstep: Class 28 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693972.000000 Penalty: 88049.054688
Iteration 68Q: 29 clusters Score -3.569397e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 12656 members 
Mstep: Class 3 contains 1747 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 7645 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 8354 members 
Mstep: Class 8 contains 6971 members 
Mstep: Class 9 contains 35974 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 14378 members 
Mstep: Class 12 contains 15723 members 
Mstep: Class 13 contains 21381 members 
Mstep: Class 14 contains 32701 members 
Mstep: Class 15 contains 13306 members 
Mstep: Class 16 contains 6010 members 
Mstep: Class 17 contains 14512 members 
Mstep: Class 18 contains 5447 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 14907 members 
Mstep: Class 21 contains 3229 members 
Mstep: Class 22 contains 8938 members 
Mstep: Class 23 contains 4181 members 
Mstep: Class 24 contains 4786 members 
Mstep: Class 25 contains 2287 members 
Mstep: Class 26 contains 19546 members 
Mstep: Class 27 contains 14260 members 
Mstep: Class 28 contains 10115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694040.000000 Penalty: 88049.054688
Iteration 69Q: 29 clusters Score -3.569404e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 12704 members 
Mstep: Class 3 contains 1757 members 
Mstep: Class 4 contains 2891 members 
Mstep: Class 5 contains 7621 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 8339 members 
Mstep: Class 8 contains 6987 members 
Mstep: Class 9 contains 36036 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 14369 members 
Mstep: Class 12 contains 15621 members 
Mstep: Class 13 contains 21504 members 
Mstep: Class 14 contains 32577 members 
Mstep: Class 15 contains 13299 members 
Mstep: Class 16 contains 6006 members 
Mstep: Class 17 contains 14508 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 13134 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 3228 members 
Mstep: Class 22 contains 8931 members 
Mstep: Class 23 contains 4194 members 
Mstep: Class 24 contains 4826 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 19479 members 
Mstep: Class 27 contains 14334 members 
Mstep: Class 28 contains 10063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693924.000000 Penalty: 88049.054688
Iteration 70Q: 29 clusters Score -3.569392e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 12736 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 2891 members 
Mstep: Class 5 contains 7599 members 
Mstep: Class 6 contains 6542 members 
Mstep: Class 7 contains 8323 members 
Mstep: Class 8 contains 7004 members 
Mstep: Class 9 contains 36101 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 14370 members 
Mstep: Class 12 contains 15522 members 
Mstep: Class 13 contains 21647 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 6008 members 
Mstep: Class 17 contains 14495 members 
Mstep: Class 18 contains 5424 members 
Mstep: Class 19 contains 13144 members 
Mstep: Class 20 contains 14906 members 
Mstep: Class 21 contains 3226 members 
Mstep: Class 22 contains 8919 members 
Mstep: Class 23 contains 4209 members 
Mstep: Class 24 contains 4869 members 
Mstep: Class 25 contains 2303 members 
Mstep: Class 26 contains 19426 members 
Mstep: Class 27 contains 14379 members 
Mstep: Class 28 contains 10021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694096.000000 Penalty: 88049.054688
Iteration 71Q: 29 clusters Score -3.56941e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 12761 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 36175 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 14379 members 
Mstep: Class 12 contains 15441 members 
Mstep: Class 13 contains 21745 members 
Mstep: Class 14 contains 32346 members 
Mstep: Class 15 contains 13285 members 
Mstep: Class 16 contains 6006 members 
Mstep: Class 17 contains 14488 members 
Mstep: Class 18 contains 5420 members 
Mstep: Class 19 contains 13154 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 8911 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 4906 members 
Mstep: Class 25 contains 2314 members 
Mstep: Class 26 contains 19381 members 
Mstep: Class 27 contains 14424 members 
Mstep: Class 28 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694124.000000 Penalty: 88049.054688
Iteration 72Q: 29 clusters Score -3.569412e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 12786 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 7575 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 8299 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 36249 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 14372 members 
Mstep: Class 12 contains 15341 members 
Mstep: Class 13 contains 21851 members 
Mstep: Class 14 contains 32214 members 
Mstep: Class 15 contains 13277 members 
Mstep: Class 16 contains 6003 members 
Mstep: Class 17 contains 14481 members 
Mstep: Class 18 contains 5417 members 
Mstep: Class 19 contains 13171 members 
Mstep: Class 20 contains 14909 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 8906 members 
Mstep: Class 23 contains 4226 members 
Mstep: Class 24 contains 4951 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 19353 members 
Mstep: Class 27 contains 14462 members 
Mstep: Class 28 contains 9937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694132.000000 Penalty: 88049.054688
Iteration 73Q: 29 clusters Score -3.569413e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 12820 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 7577 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 8286 members 
Mstep: Class 8 contains 7035 members 
Mstep: Class 9 contains 36300 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 14363 members 
Mstep: Class 12 contains 15254 members 
Mstep: Class 13 contains 21986 members 
Mstep: Class 14 contains 32065 members 
Mstep: Class 15 contains 13275 members 
Mstep: Class 16 contains 5999 members 
Mstep: Class 17 contains 14477 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 14909 members 
Mstep: Class 21 contains 3225 members 
Mstep: Class 22 contains 8900 members 
Mstep: Class 23 contains 4230 members 
Mstep: Class 24 contains 4985 members 
Mstep: Class 25 contains 2336 members 
Mstep: Class 26 contains 19318 members 
Mstep: Class 27 contains 14504 members 
Mstep: Class 28 contains 9906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694348.000000 Penalty: 88049.054688
Iteration 74Q: 29 clusters Score -3.569435e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 12850 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 7569 members 
Mstep: Class 6 contains 6666 members 
Mstep: Class 7 contains 8274 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 36341 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 14364 members 
Mstep: Class 12 contains 15181 members 
Mstep: Class 13 contains 22109 members 
Mstep: Class 14 contains 31903 members 
Mstep: Class 15 contains 13275 members 
Mstep: Class 16 contains 5996 members 
Mstep: Class 17 contains 14471 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 13196 members 
Mstep: Class 20 contains 14907 members 
Mstep: Class 21 contains 3223 members 
Mstep: Class 22 contains 8893 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 5027 members 
Mstep: Class 25 contains 2346 members 
Mstep: Class 26 contains 19291 members 
Mstep: Class 27 contains 14551 members 
Mstep: Class 28 contains 9865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694420.000000 Penalty: 88049.054688
Iteration 75Q: 29 clusters Score -3.569442e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 2888 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 8 contains 7069 members 
Mstep: Class 9 contains 36388 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 14366 members 
Mstep: Class 12 contains 15109 members 
Mstep: Class 13 contains 22204 members 
Mstep: Class 14 contains 31760 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 5992 members 
Mstep: Class 17 contains 14469 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 13200 members 
Mstep: Class 20 contains 14909 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 8889 members 
Mstep: Class 23 contains 4242 members 
Mstep: Class 24 contains 5072 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 19268 members 
Mstep: Class 27 contains 14585 members 
Mstep: Class 28 contains 9818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694452.000000 Penalty: 88049.054688
Iteration 76Q: 29 clusters Score -3.569445e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 12901 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 2887 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 6732 members 
Mstep: Class 7 contains 8253 members 
Mstep: Class 8 contains 7082 members 
Mstep: Class 9 contains 36428 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 14366 members 
Mstep: Class 12 contains 15037 members 
Mstep: Class 13 contains 22300 members 
Mstep: Class 14 contains 31615 members 
Mstep: Class 15 contains 13276 members 
Mstep: Class 16 contains 5987 members 
Mstep: Class 17 contains 14463 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 13209 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 3225 members 
Mstep: Class 22 contains 8886 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 5115 members 
Mstep: Class 25 contains 2364 members 
Mstep: Class 26 contains 19250 members 
Mstep: Class 27 contains 14613 members 
Mstep: Class 28 contains 9778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694588.000000 Penalty: 88049.054688
Iteration 77Q: 29 clusters Score -3.569459e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 7572 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 8247 members 
Mstep: Class 8 contains 7094 members 
Mstep: Class 9 contains 36455 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 14351 members 
Mstep: Class 12 contains 14985 members 
Mstep: Class 13 contains 22410 members 
Mstep: Class 14 contains 31467 members 
Mstep: Class 15 contains 13271 members 
Mstep: Class 16 contains 5979 members 
Mstep: Class 17 contains 14456 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 13224 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 8882 members 
Mstep: Class 23 contains 4253 members 
Mstep: Class 24 contains 5163 members 
Mstep: Class 25 contains 2373 members 
Mstep: Class 26 contains 19236 members 
Mstep: Class 27 contains 14646 members 
Mstep: Class 28 contains 9729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694592.000000 Penalty: 88049.054688
Iteration 78Q: 29 clusters Score -3.569459e+07 nChanged 564
Entering ConstructFrom: 
Score: -35694592.000000 Penalty: 88049.054688
Entering ConstructFrom: 
Trying to split cluster 1 (14931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Entering Unmasked Estep 
Score: -1790538.375000 Penalty: 2383.576172
	Iteration 0F: 2 clusters Score -1790538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1779700.375000 Penalty: 4767.152344
	Iteration 0F: 3 clusters Score -1779700 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1783141.000000 Penalty: 4767.152344
	Iteration 1F: 3 clusters Score -1783141 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1783493.000000 Penalty: 4767.152344
	Iteration 2F: 3 clusters Score -1783493 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1783807.125000 Penalty: 4767.152344
	Iteration 3Q: 3 clusters Score -1783807 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1784166.125000 Penalty: 4767.152344
	Iteration 4Q: 3 clusters Score -1784166 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1784592.625000 Penalty: 4767.152344
	Iteration 5Q: 3 clusters Score -1784593 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1785078.625000 Penalty: 4767.152344
	Iteration 6Q: 3 clusters Score -1785079 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1785536.750000 Penalty: 4767.152344
	Iteration 7Q: 3 clusters Score -1785537 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1785921.500000 Penalty: 4767.152344
	Iteration 8Q: 3 clusters Score -1785922 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1786246.375000 Penalty: 4767.152344
	Iteration 9Q: 3 clusters Score -1786246 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1786554.250000 Penalty: 4767.152344
	Iteration 10Q: 3 clusters Score -1786554 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1786824.750000 Penalty: 4767.152344
	Iteration 11Q: 3 clusters Score -1786825 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1787117.000000 Penalty: 4767.152344
	Iteration 12Q: 3 clusters Score -1787117 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1787498.500000 Penalty: 4767.152344
	Iteration 13Q: 3 clusters Score -1787498 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1788021.000000 Penalty: 4767.152344
	Iteration 14Q: 3 clusters Score -1788021 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1788811.250000 Penalty: 4767.152344
	Iteration 15Q: 3 clusters Score -1788811 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1789740.500000 Penalty: 4767.152344
	Iteration 16Q: 3 clusters Score -1789740 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1790415.250000 Penalty: 4767.152344
	Iteration 17Q: 3 clusters Score -1790415 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1790808.375000 Penalty: 4767.152344
	Iteration 18Q: 3 clusters Score -1790808 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1791038.750000 Penalty: 4767.152344
	Iteration 19Q: 3 clusters Score -1791039 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1791181.250000 Penalty: 4767.152344
	Iteration 20F: 3 clusters Score -1791181 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1791256.250000 Penalty: 4767.152344
	Iteration 21Q: 3 clusters Score -1791256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1791319.875000 Penalty: 4767.152344
	Iteration 22Q: 3 clusters Score -1791320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1791381.125000 Penalty: 4767.152344
	Iteration 23Q: 3 clusters Score -1791381 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1791430.875000 Penalty: 4767.152344
	Iteration 24Q: 3 clusters Score -1791431 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1791489.875000 Penalty: 4767.152344
	Iteration 25Q: 3 clusters Score -1791490 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1791550.250000 Penalty: 4767.152344
	Iteration 26Q: 3 clusters Score -1791550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1791597.125000 Penalty: 4767.152344
	Iteration 27Q: 3 clusters Score -1791597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1791640.375000 Penalty: 4767.152344
	Iteration 28Q: 3 clusters Score -1791640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1791669.000000 Penalty: 4767.152344
	Iteration 29Q: 3 clusters Score -1791669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1791678.500000 Penalty: 4767.152344
	Iteration 30Q: 3 clusters Score -1791678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1791678.000000 Penalty: 4767.152344
	Iteration 31Q: 3 clusters Score -1791678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1791677.125000 Penalty: 4767.152344
	Iteration 32Q: 3 clusters Score -1791677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1791682.500000 Penalty: 4767.152344
	Iteration 33Q: 3 clusters Score -1791682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1791681.500000 Penalty: 4767.152344
	Iteration 34Q: 3 clusters Score -1791682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1791686.875000 Penalty: 4767.152344
	Iteration 35Q: 3 clusters Score -1791687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1791686.875000 Penalty: 4767.152344
	Iteration 36F: 3 clusters Score -1791687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 36493 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 14332 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 22514 members 
Mstep: Class 14 contains 31290 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 5972 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 18 contains 5388 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 8880 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 2379 members 
Mstep: Class 26 contains 19217 members 
Mstep: Class 27 contains 14677 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 4473 members 
Entering Unmasked Estep 
Score: -35694988.000000 Penalty: 91193.664062
Splitting cluster 1 changes total score from -35694592.000000 to -35694988.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 2 (12978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Entering Unmasked Estep 
Score: -1417764.875000 Penalty: 2348.810791
	Iteration 0F: 2 clusters Score -1417765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1408285.625000 Penalty: 4697.621582
	Iteration 0F: 3 clusters Score -1408286 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1411874.500000 Penalty: 4697.621582
	Iteration 1F: 3 clusters Score -1411874 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1412904.250000 Penalty: 4697.621582
	Iteration 2F: 3 clusters Score -1412904 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1413737.375000 Penalty: 4697.621582
	Iteration 3F: 3 clusters Score -1413737 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1414303.625000 Penalty: 4697.621582
	Iteration 4F: 3 clusters Score -1414304 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1414690.625000 Penalty: 4697.621582
	Iteration 5F: 3 clusters Score -1414691 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1414910.875000 Penalty: 4697.621582
	Iteration 6Q: 3 clusters Score -1414911 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1415030.375000 Penalty: 4697.621582
	Iteration 7Q: 3 clusters Score -1415030 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1415113.125000 Penalty: 4697.621582
	Iteration 8Q: 3 clusters Score -1415113 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1415158.875000 Penalty: 4697.621582
	Iteration 9Q: 3 clusters Score -1415159 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1415188.125000 Penalty: 4697.621582
	Iteration 10Q: 3 clusters Score -1415188 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1415214.500000 Penalty: 4697.621582
	Iteration 11Q: 3 clusters Score -1415214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1415238.250000 Penalty: 4697.621582
	Iteration 12Q: 3 clusters Score -1415238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1415255.250000 Penalty: 4697.621582
	Iteration 13Q: 3 clusters Score -1415255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1415277.000000 Penalty: 4697.621582
	Iteration 14Q: 3 clusters Score -1415277 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1415292.500000 Penalty: 4697.621582
	Iteration 15Q: 3 clusters Score -1415292 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1415309.625000 Penalty: 4697.621582
	Iteration 16Q: 3 clusters Score -1415310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1415328.250000 Penalty: 4697.621582
	Iteration 17Q: 3 clusters Score -1415328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1415337.250000 Penalty: 4697.621582
	Iteration 18Q: 3 clusters Score -1415337 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1415348.500000 Penalty: 4697.621582
	Iteration 19Q: 3 clusters Score -1415348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1415360.500000 Penalty: 4697.621582
	Iteration 20F: 3 clusters Score -1415360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1415374.625000 Penalty: 4697.621582
	Iteration 21Q: 3 clusters Score -1415375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1415383.875000 Penalty: 4697.621582
	Iteration 22Q: 3 clusters Score -1415384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1415390.875000 Penalty: 4697.621582
	Iteration 23Q: 3 clusters Score -1415391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1415408.250000 Penalty: 4697.621582
	Iteration 24Q: 3 clusters Score -1415408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1415417.250000 Penalty: 4697.621582
	Iteration 25Q: 3 clusters Score -1415417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1415427.500000 Penalty: 4697.621582
	Iteration 26Q: 3 clusters Score -1415428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1415433.125000 Penalty: 4697.621582
	Iteration 27Q: 3 clusters Score -1415433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1415444.000000 Penalty: 4697.621582
	Iteration 28Q: 3 clusters Score -1415444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1415446.625000 Penalty: 4697.621582
	Iteration 29Q: 3 clusters Score -1415447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1415450.750000 Penalty: 4697.621582
	Iteration 30Q: 3 clusters Score -1415451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1415449.500000 Penalty: 4697.621582
	Iteration 31Q: 3 clusters Score -1415450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1415453.500000 Penalty: 4697.621582
	Iteration 32Q: 3 clusters Score -1415454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1415460.000000 Penalty: 4697.621582
	Iteration 33Q: 3 clusters Score -1415460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1415461.375000 Penalty: 4697.621582
	Iteration 34Q: 3 clusters Score -1415461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1415465.000000 Penalty: 4697.621582
	Iteration 35Q: 3 clusters Score -1415465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1415466.625000 Penalty: 4697.621582
	Iteration 36Q: 3 clusters Score -1415467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1415471.375000 Penalty: 4697.621582
	Iteration 37Q: 3 clusters Score -1415471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1415469.750000 Penalty: 4697.621582
	Iteration 38Q: 3 clusters Score -1415470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1415470.250000 Penalty: 4697.621582
	Iteration 39Q: 3 clusters Score -1415470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1415470.875000 Penalty: 4697.621582
	Iteration 40F: 3 clusters Score -1415471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1415467.125000 Penalty: 4697.621582
	Iteration 41Q: 3 clusters Score -1415467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1415466.750000 Penalty: 4697.621582
	Iteration 42Q: 3 clusters Score -1415467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1415470.625000 Penalty: 4697.621582
	Iteration 43Q: 3 clusters Score -1415471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1415470.000000 Penalty: 4697.621582
	Iteration 44Q: 3 clusters Score -1415470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1415475.375000 Penalty: 4697.621582
	Iteration 45Q: 3 clusters Score -1415475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1415476.875000 Penalty: 4697.621582
	Iteration 46Q: 3 clusters Score -1415477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1415479.250000 Penalty: 4697.621582
	Iteration 47Q: 3 clusters Score -1415479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1415483.000000 Penalty: 4697.621582
	Iteration 48Q: 3 clusters Score -1415483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1415487.625000 Penalty: 4697.621582
	Iteration 49Q: 3 clusters Score -1415488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1415486.125000 Penalty: 4697.621582
	Iteration 50Q: 3 clusters Score -1415486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1415488.750000 Penalty: 4697.621582
	Iteration 51Q: 3 clusters Score -1415489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1415491.125000 Penalty: 4697.621582
	Iteration 52Q: 3 clusters Score -1415491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1415493.875000 Penalty: 4697.621582
	Iteration 53Q: 3 clusters Score -1415494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1415492.500000 Penalty: 4697.621582
	Iteration 54Q: 3 clusters Score -1415492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1415493.125000 Penalty: 4697.621582
	Iteration 55Q: 3 clusters Score -1415493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1415495.000000 Penalty: 4697.621582
	Iteration 56Q: 3 clusters Score -1415495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1415491.375000 Penalty: 4697.621582
	Iteration 57Q: 3 clusters Score -1415491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1415494.500000 Penalty: 4697.621582
	Iteration 58Q: 3 clusters Score -1415494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1415491.500000 Penalty: 4697.621582
	Iteration 59Q: 3 clusters Score -1415492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1415489.625000 Penalty: 4697.621582
	Iteration 60F: 3 clusters Score -1415490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -214414.812500 Penalty: 1859.994263
	Iteration 0F: 2 clusters Score -214414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -211903.468750 Penalty: 3719.988525
	Iteration 0F: 3 clusters Score -211903.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -212333.562500 Penalty: 3719.988525
	Iteration 1F: 3 clusters Score -212333.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -212449.015625 Penalty: 3719.988525
	Iteration 2F: 3 clusters Score -212449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212531.484375 Penalty: 3719.988525
	Iteration 3Q: 3 clusters Score -212531.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -212592.562500 Penalty: 3719.988525
	Iteration 4Q: 3 clusters Score -212592.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -212628.234375 Penalty: 3719.988525
	Iteration 5Q: 3 clusters Score -212628.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -212649.296875 Penalty: 3719.988525
	Iteration 6Q: 3 clusters Score -212649.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212665.375000 Penalty: 3719.988525
	Iteration 7Q: 3 clusters Score -212665.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212674.312500 Penalty: 3719.988525
	Iteration 8Q: 3 clusters Score -212674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212681.562500 Penalty: 3719.988525
	Iteration 9Q: 3 clusters Score -212681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212683.406250 Penalty: 3719.988525
	Iteration 10Q: 3 clusters Score -212683.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -212685.203125 Penalty: 3719.988525
	Iteration 11Q: 3 clusters Score -212685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -212685.750000 Penalty: 3719.988525
	Iteration 12Q: 3 clusters Score -212685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -212686.046875 Penalty: 3719.988525
	Iteration 13Q: 3 clusters Score -212686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -212686.046875 Penalty: 3719.988525
	Iteration 14F: 3 clusters Score -212686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Entering Unmasked Estep 
Score: -311990.468750 Penalty: 1975.799438
	Iteration 0F: 2 clusters Score -311990.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -308829.968750 Penalty: 3951.598877
	Iteration 0F: 3 clusters Score -308830 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -309543.687500 Penalty: 3951.598877
	Iteration 1F: 3 clusters Score -309543.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -309767.218750 Penalty: 3951.598877
	Iteration 2F: 3 clusters Score -309767.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -309964.500000 Penalty: 3951.598877
	Iteration 3F: 3 clusters Score -309964.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -310220.187500 Penalty: 3951.598877
	Iteration 4F: 3 clusters Score -310220.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -310490.093750 Penalty: 3951.598877
	Iteration 5F: 3 clusters Score -310490.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -310764.937500 Penalty: 3951.598877
	Iteration 6F: 3 clusters Score -310764.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -310967.312500 Penalty: 3951.598877
	Iteration 7F: 3 clusters Score -310967.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -311090.843750 Penalty: 3951.598877
	Iteration 8Q: 3 clusters Score -311090.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -311160.968750 Penalty: 3951.598877
	Iteration 9Q: 3 clusters Score -311161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -311211.187500 Penalty: 3951.598877
	Iteration 10Q: 3 clusters Score -311211.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -311249.250000 Penalty: 3951.598877
	Iteration 11Q: 3 clusters Score -311249.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -311266.281250 Penalty: 3951.598877
	Iteration 12Q: 3 clusters Score -311266.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -311281.500000 Penalty: 3951.598877
	Iteration 13Q: 3 clusters Score -311281.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -311294.500000 Penalty: 3951.598877
	Iteration 14Q: 3 clusters Score -311294.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -311304.812500 Penalty: 3951.598877
	Iteration 15Q: 3 clusters Score -311304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -311308.531250 Penalty: 3951.598877
	Iteration 16Q: 3 clusters Score -311308.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -311310.531250 Penalty: 3951.598877
	Iteration 17Q: 3 clusters Score -311310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -311314.062500 Penalty: 3951.598877
	Iteration 18Q: 3 clusters Score -311314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -311317.718750 Penalty: 3951.598877
	Iteration 19Q: 3 clusters Score -311317.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -311320.656250 Penalty: 3951.598877
	Iteration 20F: 3 clusters Score -311320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -311321.625000 Penalty: 3951.598877
	Iteration 21Q: 3 clusters Score -311321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -311321.625000 Penalty: 3951.598877
	Iteration 22F: 3 clusters Score -311321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -832805.312500 Penalty: 2215.548828
	Iteration 0F: 2 clusters Score -832805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -826697.625000 Penalty: 4431.097656
	Iteration 0F: 3 clusters Score -826697.6 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -828472.375000 Penalty: 4431.097656
	Iteration 1F: 3 clusters Score -828472.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -828851.250000 Penalty: 4431.097656
	Iteration 2F: 3 clusters Score -828851.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -829161.875000 Penalty: 4431.097656
	Iteration 3F: 3 clusters Score -829161.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -829513.937500 Penalty: 4431.097656
	Iteration 4F: 3 clusters Score -829513.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -829895.000000 Penalty: 4431.097656
	Iteration 5F: 3 clusters Score -829895 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -830274.687500 Penalty: 4431.097656
	Iteration 6F: 3 clusters Score -830274.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -830615.187500 Penalty: 4431.097656
	Iteration 7F: 3 clusters Score -830615.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -830869.437500 Penalty: 4431.097656
	Iteration 8Q: 3 clusters Score -830869.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -831029.000000 Penalty: 4431.097656
	Iteration 9Q: 3 clusters Score -831029 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -831148.437500 Penalty: 4431.097656
	Iteration 10Q: 3 clusters Score -831148.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -831245.812500 Penalty: 4431.097656
	Iteration 11Q: 3 clusters Score -831245.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -831335.125000 Penalty: 4431.097656
	Iteration 12Q: 3 clusters Score -831335.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -831400.500000 Penalty: 4431.097656
	Iteration 13Q: 3 clusters Score -831400.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -831464.437500 Penalty: 4431.097656
	Iteration 14Q: 3 clusters Score -831464.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -831522.937500 Penalty: 4431.097656
	Iteration 15Q: 3 clusters Score -831522.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -831579.250000 Penalty: 4431.097656
	Iteration 16Q: 3 clusters Score -831579.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -831620.000000 Penalty: 4431.097656
	Iteration 17Q: 3 clusters Score -831620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -831648.000000 Penalty: 4431.097656
	Iteration 18Q: 3 clusters Score -831648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -831675.000000 Penalty: 4431.097656
	Iteration 19Q: 3 clusters Score -831675 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -831696.562500 Penalty: 4431.097656
	Iteration 20F: 3 clusters Score -831696.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -831735.500000 Penalty: 4431.097656
	Iteration 21Q: 3 clusters Score -831735.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -831768.812500 Penalty: 4431.097656
	Iteration 22Q: 3 clusters Score -831768.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -831805.250000 Penalty: 4431.097656
	Iteration 23Q: 3 clusters Score -831805.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -831838.312500 Penalty: 4431.097656
	Iteration 24Q: 3 clusters Score -831838.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -831865.250000 Penalty: 4431.097656
	Iteration 25Q: 3 clusters Score -831865.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -831889.437500 Penalty: 4431.097656
	Iteration 26Q: 3 clusters Score -831889.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -831909.375000 Penalty: 4431.097656
	Iteration 27Q: 3 clusters Score -831909.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -831926.875000 Penalty: 4431.097656
	Iteration 28Q: 3 clusters Score -831926.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -831941.625000 Penalty: 4431.097656
	Iteration 29Q: 3 clusters Score -831941.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -831963.750000 Penalty: 4431.097656
	Iteration 30Q: 3 clusters Score -831963.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -831992.250000 Penalty: 4431.097656
	Iteration 31Q: 3 clusters Score -831992.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -832018.562500 Penalty: 4431.097656
	Iteration 32Q: 3 clusters Score -832018.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -832040.125000 Penalty: 4431.097656
	Iteration 33Q: 3 clusters Score -832040.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -832065.812500 Penalty: 4431.097656
	Iteration 34Q: 3 clusters Score -832065.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -832086.812500 Penalty: 4431.097656
	Iteration 35Q: 3 clusters Score -832086.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -832101.250000 Penalty: 4431.097656
	Iteration 36Q: 3 clusters Score -832101.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -832120.687500 Penalty: 4431.097656
	Iteration 37Q: 3 clusters Score -832120.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -832136.250000 Penalty: 4431.097656
	Iteration 38Q: 3 clusters Score -832136.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -832147.000000 Penalty: 4431.097656
	Iteration 39Q: 3 clusters Score -832147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -832155.187500 Penalty: 4431.097656
	Iteration 40F: 3 clusters Score -832155.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -832164.187500 Penalty: 4431.097656
	Iteration 41Q: 3 clusters Score -832164.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -832172.625000 Penalty: 4431.097656
	Iteration 42Q: 3 clusters Score -832172.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -832179.187500 Penalty: 4431.097656
	Iteration 43Q: 3 clusters Score -832179.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -832188.000000 Penalty: 4431.097656
	Iteration 44Q: 3 clusters Score -832188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -832198.187500 Penalty: 4431.097656
	Iteration 45Q: 3 clusters Score -832198.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -832213.000000 Penalty: 4431.097656
	Iteration 46Q: 3 clusters Score -832213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -832221.687500 Penalty: 4431.097656
	Iteration 47Q: 3 clusters Score -832221.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -832232.937500 Penalty: 4431.097656
	Iteration 48Q: 3 clusters Score -832232.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -832245.187500 Penalty: 4431.097656
	Iteration 49Q: 3 clusters Score -832245.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -832257.687500 Penalty: 4431.097656
	Iteration 50Q: 3 clusters Score -832257.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -832264.312500 Penalty: 4431.097656
	Iteration 51Q: 3 clusters Score -832264.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -832274.562500 Penalty: 4431.097656
	Iteration 52Q: 3 clusters Score -832274.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -832286.500000 Penalty: 4431.097656
	Iteration 53Q: 3 clusters Score -832286.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -832300.250000 Penalty: 4431.097656
	Iteration 54Q: 3 clusters Score -832300.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -832309.562500 Penalty: 4431.097656
	Iteration 55Q: 3 clusters Score -832309.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -832321.250000 Penalty: 4431.097656
	Iteration 56Q: 3 clusters Score -832321.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -832328.750000 Penalty: 4431.097656
	Iteration 57Q: 3 clusters Score -832328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -832335.937500 Penalty: 4431.097656
	Iteration 58Q: 3 clusters Score -832335.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -832340.437500 Penalty: 4431.097656
	Iteration 59Q: 3 clusters Score -832340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -832343.312500 Penalty: 4431.097656
	Iteration 60F: 3 clusters Score -832343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -832343.625000 Penalty: 4431.097656
	Iteration 61Q: 3 clusters Score -832343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -832344.312500 Penalty: 4431.097656
	Iteration 62Q: 3 clusters Score -832344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -832346.437500 Penalty: 4431.097656
	Iteration 63Q: 3 clusters Score -832346.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -832348.062500 Penalty: 4431.097656
	Iteration 64Q: 3 clusters Score -832348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -832349.437500 Penalty: 4431.097656
	Iteration 65Q: 3 clusters Score -832349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -832349.812500 Penalty: 4431.097656
	Iteration 66Q: 3 clusters Score -832349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -832349.625000 Penalty: 4431.097656
	Iteration 67Q: 3 clusters Score -832349.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -832349.625000 Penalty: 4431.097656
	Iteration 68F: 3 clusters Score -832349.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Entering Unmasked Estep 
Score: -798556.125000 Penalty: 2187.752930
	Iteration 0F: 2 clusters Score -798556.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -792950.312500 Penalty: 4375.505859
	Iteration 0F: 3 clusters Score -792950.3 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -794388.375000 Penalty: 4375.505859
	Iteration 1F: 3 clusters Score -794388.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -794699.937500 Penalty: 4375.505859
	Iteration 2F: 3 clusters Score -794699.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -794988.062500 Penalty: 4375.505859
	Iteration 3F: 3 clusters Score -794988.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -795350.062500 Penalty: 4375.505859
	Iteration 4F: 3 clusters Score -795350.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -795856.250000 Penalty: 4375.505859
	Iteration 5F: 3 clusters Score -795856.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -796398.312500 Penalty: 4375.505859
	Iteration 6F: 3 clusters Score -796398.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -796953.812500 Penalty: 4375.505859
	Iteration 7F: 3 clusters Score -796953.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -797340.250000 Penalty: 4375.505859
	Iteration 8Q: 3 clusters Score -797340.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -797628.875000 Penalty: 4375.505859
	Iteration 9Q: 3 clusters Score -797628.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -797868.062500 Penalty: 4375.505859
	Iteration 10Q: 3 clusters Score -797868.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -798103.937500 Penalty: 4375.505859
	Iteration 11Q: 3 clusters Score -798103.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -798248.375000 Penalty: 4375.505859
	Iteration 12Q: 3 clusters Score -798248.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -798315.062500 Penalty: 4375.505859
	Iteration 13Q: 3 clusters Score -798315.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -798348.437500 Penalty: 4375.505859
	Iteration 14Q: 3 clusters Score -798348.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -798364.375000 Penalty: 4375.505859
	Iteration 15Q: 3 clusters Score -798364.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -798372.687500 Penalty: 4375.505859
	Iteration 16Q: 3 clusters Score -798372.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -798378.500000 Penalty: 4375.505859
	Iteration 17Q: 3 clusters Score -798378.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -798384.000000 Penalty: 4375.505859
	Iteration 18Q: 3 clusters Score -798384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -798387.000000 Penalty: 4375.505859
	Iteration 19Q: 3 clusters Score -798387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -798393.187500 Penalty: 4375.505859
	Iteration 20F: 3 clusters Score -798393.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -798393.375000 Penalty: 4375.505859
	Iteration 21Q: 3 clusters Score -798393.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -798397.125000 Penalty: 4375.505859
	Iteration 22Q: 3 clusters Score -798397.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -798402.312500 Penalty: 4375.505859
	Iteration 23Q: 3 clusters Score -798402.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -798405.625000 Penalty: 4375.505859
	Iteration 24Q: 3 clusters Score -798405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -798406.062500 Penalty: 4375.505859
	Iteration 25Q: 3 clusters Score -798406.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -798409.812500 Penalty: 4375.505859
	Iteration 26Q: 3 clusters Score -798409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -798412.250000 Penalty: 4375.505859
	Iteration 27Q: 3 clusters Score -798412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -798415.937500 Penalty: 4375.505859
	Iteration 28Q: 3 clusters Score -798415.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -798420.375000 Penalty: 4375.505859
	Iteration 29Q: 3 clusters Score -798420.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -798423.125000 Penalty: 4375.505859
	Iteration 30Q: 3 clusters Score -798423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -798425.937500 Penalty: 4375.505859
	Iteration 31Q: 3 clusters Score -798425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -798423.750000 Penalty: 4375.505859
	Iteration 32Q: 3 clusters Score -798423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -798424.750000 Penalty: 4375.505859
	Iteration 33Q: 3 clusters Score -798424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -798426.312500 Penalty: 4375.505859
	Iteration 34Q: 3 clusters Score -798426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -798426.250000 Penalty: 4375.505859
	Iteration 35Q: 3 clusters Score -798426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -798427.375000 Penalty: 4375.505859
	Iteration 36Q: 3 clusters Score -798427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -798431.312500 Penalty: 4375.505859
	Iteration 37Q: 3 clusters Score -798431.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -798434.125000 Penalty: 4375.505859
	Iteration 38Q: 3 clusters Score -798434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -798436.500000 Penalty: 4375.505859
	Iteration 39Q: 3 clusters Score -798436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -798438.625000 Penalty: 4375.505859
	Iteration 40F: 3 clusters Score -798438.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -798443.312500 Penalty: 4375.505859
	Iteration 41Q: 3 clusters Score -798443.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -798448.875000 Penalty: 4375.505859
	Iteration 42Q: 3 clusters Score -798448.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -798455.250000 Penalty: 4375.505859
	Iteration 43Q: 3 clusters Score -798455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -798459.812500 Penalty: 4375.505859
	Iteration 44Q: 3 clusters Score -798459.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -798464.625000 Penalty: 4375.505859
	Iteration 45Q: 3 clusters Score -798464.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -798470.187500 Penalty: 4375.505859
	Iteration 46Q: 3 clusters Score -798470.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -798474.062500 Penalty: 4375.505859
	Iteration 47Q: 3 clusters Score -798474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -798474.562500 Penalty: 4375.505859
	Iteration 48Q: 3 clusters Score -798474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -798474.687500 Penalty: 4375.505859
	Iteration 49Q: 3 clusters Score -798474.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -798475.312500 Penalty: 4375.505859
	Iteration 50Q: 3 clusters Score -798475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -798475.312500 Penalty: 4375.505859
	Iteration 51F: 3 clusters Score -798475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Entering Unmasked Estep 
Score: -996859.875000 Penalty: 2236.155518
	Iteration 0F: 2 clusters Score -996859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -990245.375000 Penalty: 4472.311035
	Iteration 0F: 3 clusters Score -990245.4 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -992245.000000 Penalty: 4472.311035
	Iteration 1F: 3 clusters Score -992245 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -992761.812500 Penalty: 4472.311035
	Iteration 2F: 3 clusters Score -992761.8 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -993256.375000 Penalty: 4472.311035
	Iteration 3F: 3 clusters Score -993256.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -993715.812500 Penalty: 4472.311035
	Iteration 4F: 3 clusters Score -993715.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -994100.187500 Penalty: 4472.311035
	Iteration 5F: 3 clusters Score -994100.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -994405.812500 Penalty: 4472.311035
	Iteration 6F: 3 clusters Score -994405.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -994611.875000 Penalty: 4472.311035
	Iteration 7Q: 3 clusters Score -994611.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -994783.437500 Penalty: 4472.311035
	Iteration 8Q: 3 clusters Score -994783.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -994902.625000 Penalty: 4472.311035
	Iteration 9Q: 3 clusters Score -994902.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -994995.562500 Penalty: 4472.311035
	Iteration 10Q: 3 clusters Score -994995.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -995059.375000 Penalty: 4472.311035
	Iteration 11Q: 3 clusters Score -995059.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -995096.375000 Penalty: 4472.311035
	Iteration 12Q: 3 clusters Score -995096.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -995120.937500 Penalty: 4472.311035
	Iteration 13Q: 3 clusters Score -995120.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -995141.250000 Penalty: 4472.311035
	Iteration 14Q: 3 clusters Score -995141.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -995162.937500 Penalty: 4472.311035
	Iteration 15Q: 3 clusters Score -995162.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -995180.437500 Penalty: 4472.311035
	Iteration 16Q: 3 clusters Score -995180.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -995188.625000 Penalty: 4472.311035
	Iteration 17Q: 3 clusters Score -995188.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -995196.187500 Penalty: 4472.311035
	Iteration 18Q: 3 clusters Score -995196.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -995199.750000 Penalty: 4472.311035
	Iteration 19Q: 3 clusters Score -995199.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -995201.562500 Penalty: 4472.311035
	Iteration 20F: 3 clusters Score -995201.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -995202.437500 Penalty: 4472.311035
	Iteration 21Q: 3 clusters Score -995202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -995202.437500 Penalty: 4472.311035
	Iteration 22F: 3 clusters Score -995202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Entering Unmasked Estep 
Score: -612917.687500 Penalty: 2199.506104
	Iteration 0F: 2 clusters Score -612917.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -607051.625000 Penalty: 4399.012207
	Iteration 0F: 3 clusters Score -607051.6 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -608724.000000 Penalty: 4399.012207
	Iteration 1F: 3 clusters Score -608724 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -609053.125000 Penalty: 4399.012207
	Iteration 2F: 3 clusters Score -609053.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -609280.687500 Penalty: 4399.012207
	Iteration 3F: 3 clusters Score -609280.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -609455.750000 Penalty: 4399.012207
	Iteration 4Q: 3 clusters Score -609455.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -609595.125000 Penalty: 4399.012207
	Iteration 5Q: 3 clusters Score -609595.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -609735.875000 Penalty: 4399.012207
	Iteration 6Q: 3 clusters Score -609735.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -609891.937500 Penalty: 4399.012207
	Iteration 7Q: 3 clusters Score -609891.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -610065.625000 Penalty: 4399.012207
	Iteration 8Q: 3 clusters Score -610065.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -610244.500000 Penalty: 4399.012207
	Iteration 9Q: 3 clusters Score -610244.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -610413.125000 Penalty: 4399.012207
	Iteration 10Q: 3 clusters Score -610413.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -610582.625000 Penalty: 4399.012207
	Iteration 11Q: 3 clusters Score -610582.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -610728.625000 Penalty: 4399.012207
	Iteration 12Q: 3 clusters Score -610728.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -610839.812500 Penalty: 4399.012207
	Iteration 13Q: 3 clusters Score -610839.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -610937.375000 Penalty: 4399.012207
	Iteration 14Q: 3 clusters Score -610937.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -611023.250000 Penalty: 4399.012207
	Iteration 15Q: 3 clusters Score -611023.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -611086.875000 Penalty: 4399.012207
	Iteration 16Q: 3 clusters Score -611086.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -611128.687500 Penalty: 4399.012207
	Iteration 17Q: 3 clusters Score -611128.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -611168.937500 Penalty: 4399.012207
	Iteration 18Q: 3 clusters Score -611168.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -611194.375000 Penalty: 4399.012207
	Iteration 19Q: 3 clusters Score -611194.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -611222.687500 Penalty: 4399.012207
	Iteration 20F: 3 clusters Score -611222.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -611252.000000 Penalty: 4399.012207
	Iteration 21Q: 3 clusters Score -611252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -611282.937500 Penalty: 4399.012207
	Iteration 22Q: 3 clusters Score -611282.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -611312.687500 Penalty: 4399.012207
	Iteration 23Q: 3 clusters Score -611312.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -611344.937500 Penalty: 4399.012207
	Iteration 24Q: 3 clusters Score -611344.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -611383.312500 Penalty: 4399.012207
	Iteration 25Q: 3 clusters Score -611383.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -611439.187500 Penalty: 4399.012207
	Iteration 26Q: 3 clusters Score -611439.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -611502.875000 Penalty: 4399.012207
	Iteration 27Q: 3 clusters Score -611502.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -611551.312500 Penalty: 4399.012207
	Iteration 28Q: 3 clusters Score -611551.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -611595.937500 Penalty: 4399.012207
	Iteration 29Q: 3 clusters Score -611595.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -611636.375000 Penalty: 4399.012207
	Iteration 30Q: 3 clusters Score -611636.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -611666.062500 Penalty: 4399.012207
	Iteration 31Q: 3 clusters Score -611666.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -611686.562500 Penalty: 4399.012207
	Iteration 32Q: 3 clusters Score -611686.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -611699.000000 Penalty: 4399.012207
	Iteration 33Q: 3 clusters Score -611699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -611703.437500 Penalty: 4399.012207
	Iteration 34Q: 3 clusters Score -611703.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -611709.375000 Penalty: 4399.012207
	Iteration 35Q: 3 clusters Score -611709.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -611713.750000 Penalty: 4399.012207
	Iteration 36Q: 3 clusters Score -611713.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -611716.812500 Penalty: 4399.012207
	Iteration 37Q: 3 clusters Score -611716.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -611720.312500 Penalty: 4399.012207
	Iteration 38Q: 3 clusters Score -611720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -611720.687500 Penalty: 4399.012207
	Iteration 39Q: 3 clusters Score -611720.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -611722.687500 Penalty: 4399.012207
	Iteration 40F: 3 clusters Score -611722.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -611723.375000 Penalty: 4399.012207
	Iteration 41Q: 3 clusters Score -611723.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -611726.125000 Penalty: 4399.012207
	Iteration 42Q: 3 clusters Score -611726.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -611729.500000 Penalty: 4399.012207
	Iteration 43Q: 3 clusters Score -611729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -611732.375000 Penalty: 4399.012207
	Iteration 44Q: 3 clusters Score -611732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -611734.875000 Penalty: 4399.012207
	Iteration 45Q: 3 clusters Score -611734.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -611737.312500 Penalty: 4399.012207
	Iteration 46Q: 3 clusters Score -611737.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -611739.562500 Penalty: 4399.012207
	Iteration 47Q: 3 clusters Score -611739.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -611742.812500 Penalty: 4399.012207
	Iteration 48Q: 3 clusters Score -611742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -611748.250000 Penalty: 4399.012207
	Iteration 49Q: 3 clusters Score -611748.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -611749.937500 Penalty: 4399.012207
	Iteration 50Q: 3 clusters Score -611749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -611752.250000 Penalty: 4399.012207
	Iteration 51Q: 3 clusters Score -611752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -611754.562500 Penalty: 4399.012207
	Iteration 52Q: 3 clusters Score -611754.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -611754.375000 Penalty: 4399.012207
	Iteration 53Q: 3 clusters Score -611754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -611756.312500 Penalty: 4399.012207
	Iteration 54Q: 3 clusters Score -611756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -611758.125000 Penalty: 4399.012207
	Iteration 55Q: 3 clusters Score -611758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -611758.875000 Penalty: 4399.012207
	Iteration 56Q: 3 clusters Score -611758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -611758.625000 Penalty: 4399.012207
	Iteration 57Q: 3 clusters Score -611758.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -611758.625000 Penalty: 4399.012207
	Iteration 58F: 3 clusters Score -611758.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Entering Unmasked Estep 
Score: -4378742.500000 Penalty: 2605.209229
	Iteration 0F: 2 clusters Score -4378742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4354028.500000 Penalty: 5210.418457
	Iteration 0F: 3 clusters Score -4354028 nChanged 16605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4363148.000000 Penalty: 5210.418457
	Iteration 1F: 3 clusters Score -4363148 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4363765.000000 Penalty: 5210.418457
	Iteration 2Q: 3 clusters Score -4363765 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4364457.500000 Penalty: 5210.418457
	Iteration 3Q: 3 clusters Score -4364458 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4365243.500000 Penalty: 5210.418457
	Iteration 4Q: 3 clusters Score -4365244 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4366116.000000 Penalty: 5210.418457
	Iteration 5F: 3 clusters Score -4366116 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4367092.000000 Penalty: 5210.418457
	Iteration 6F: 3 clusters Score -4367092 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -4368089.500000 Penalty: 5210.418457
	Iteration 7F: 3 clusters Score -4368090 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -4368970.500000 Penalty: 5210.418457
	Iteration 8Q: 3 clusters Score -4368970 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4369708.500000 Penalty: 5210.418457
	Iteration 9Q: 3 clusters Score -4369708 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4370258.500000 Penalty: 5210.418457
	Iteration 10Q: 3 clusters Score -4370258 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -4370776.000000 Penalty: 5210.418457
	Iteration 11Q: 3 clusters Score -4370776 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -4371181.500000 Penalty: 5210.418457
	Iteration 12Q: 3 clusters Score -4371182 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -4371612.500000 Penalty: 5210.418457
	Iteration 13Q: 3 clusters Score -4371612 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -4372084.500000 Penalty: 5210.418457
	Iteration 14Q: 3 clusters Score -4372084 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -4372706.500000 Penalty: 5210.418457
	Iteration 15Q: 3 clusters Score -4372706 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -4373411.000000 Penalty: 5210.418457
	Iteration 16Q: 3 clusters Score -4373411 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -4374093.500000 Penalty: 5210.418457
	Iteration 17Q: 3 clusters Score -4374094 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -4374517.000000 Penalty: 5210.418457
	Iteration 18Q: 3 clusters Score -4374517 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -4374790.000000 Penalty: 5210.418457
	Iteration 19Q: 3 clusters Score -4374790 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -4374976.000000 Penalty: 5210.418457
	Iteration 20F: 3 clusters Score -4374976 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -4375131.000000 Penalty: 5210.418457
	Iteration 21Q: 3 clusters Score -4375131 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4375275.500000 Penalty: 5210.418457
	Iteration 22Q: 3 clusters Score -4375276 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4375377.000000 Penalty: 5210.418457
	Iteration 23Q: 3 clusters Score -4375377 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4375532.500000 Penalty: 5210.418457
	Iteration 24Q: 3 clusters Score -4375532 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4375659.500000 Penalty: 5210.418457
	Iteration 25Q: 3 clusters Score -4375660 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4375778.000000 Penalty: 5210.418457
	Iteration 26Q: 3 clusters Score -4375778 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -4375891.500000 Penalty: 5210.418457
	Iteration 27Q: 3 clusters Score -4375892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4375991.500000 Penalty: 5210.418457
	Iteration 28Q: 3 clusters Score -4375992 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4376086.000000 Penalty: 5210.418457
	Iteration 29Q: 3 clusters Score -4376086 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4376163.500000 Penalty: 5210.418457
	Iteration 30Q: 3 clusters Score -4376164 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4376239.500000 Penalty: 5210.418457
	Iteration 31Q: 3 clusters Score -4376240 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -4376322.000000 Penalty: 5210.418457
	Iteration 32Q: 3 clusters Score -4376322 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4376390.000000 Penalty: 5210.418457
	Iteration 33Q: 3 clusters Score -4376390 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4376433.500000 Penalty: 5210.418457
	Iteration 34Q: 3 clusters Score -4376434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4376488.500000 Penalty: 5210.418457
	Iteration 35Q: 3 clusters Score -4376488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4376516.000000 Penalty: 5210.418457
	Iteration 36Q: 3 clusters Score -4376516 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4376552.000000 Penalty: 5210.418457
	Iteration 37Q: 3 clusters Score -4376552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -4376591.000000 Penalty: 5210.418457
	Iteration 38Q: 3 clusters Score -4376591 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -4376597.500000 Penalty: 5210.418457
	Iteration 39Q: 3 clusters Score -4376598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -4376603.000000 Penalty: 5210.418457
	Iteration 40F: 3 clusters Score -4376603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4376612.500000 Penalty: 5210.418457
	Iteration 41Q: 3 clusters Score -4376612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4376621.000000 Penalty: 5210.418457
	Iteration 42Q: 3 clusters Score -4376621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -4376648.500000 Penalty: 5210.418457
	Iteration 43Q: 3 clusters Score -4376648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -4376644.500000 Penalty: 5210.418457
	Iteration 44Q: 3 clusters Score -4376644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4376650.000000 Penalty: 5210.418457
	Iteration 45Q: 3 clusters Score -4376650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4376661.000000 Penalty: 5210.418457
	Iteration 46Q: 3 clusters Score -4376661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4376664.000000 Penalty: 5210.418457
	Iteration 47Q: 3 clusters Score -4376664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -4376659.500000 Penalty: 5210.418457
	Iteration 48Q: 3 clusters Score -4376660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -4376668.000000 Penalty: 5210.418457
	Iteration 49Q: 3 clusters Score -4376668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4376669.000000 Penalty: 5210.418457
	Iteration 50Q: 3 clusters Score -4376669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -4376688.000000 Penalty: 5210.418457
	Iteration 51Q: 3 clusters Score -4376688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -4376690.500000 Penalty: 5210.418457
	Iteration 52Q: 3 clusters Score -4376690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4376698.000000 Penalty: 5210.418457
	Iteration 53Q: 3 clusters Score -4376698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4376702.500000 Penalty: 5210.418457
	Iteration 54Q: 3 clusters Score -4376702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -4376721.000000 Penalty: 5210.418457
	Iteration 55Q: 3 clusters Score -4376721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -4376726.000000 Penalty: 5210.418457
	Iteration 56Q: 3 clusters Score -4376726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4376723.000000 Penalty: 5210.418457
	Iteration 57Q: 3 clusters Score -4376723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4376721.000000 Penalty: 5210.418457
	Iteration 58Q: 3 clusters Score -4376721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4376732.000000 Penalty: 5210.418457
	Iteration 59Q: 3 clusters Score -4376732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4376730.500000 Penalty: 5210.418457
	Iteration 60F: 3 clusters Score -4376730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4376746.000000 Penalty: 5210.418457
	Iteration 61Q: 3 clusters Score -4376746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4376751.500000 Penalty: 5210.418457
	Iteration 62Q: 3 clusters Score -4376752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4376766.500000 Penalty: 5210.418457
	Iteration 63Q: 3 clusters Score -4376766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4376772.000000 Penalty: 5210.418457
	Iteration 64Q: 3 clusters Score -4376772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4376769.000000 Penalty: 5210.418457
	Iteration 65Q: 3 clusters Score -4376769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -4376785.000000 Penalty: 5210.418457
	Iteration 66Q: 3 clusters Score -4376785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4376780.500000 Penalty: 5210.418457
	Iteration 67Q: 3 clusters Score -4376780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4376788.500000 Penalty: 5210.418457
	Iteration 68Q: 3 clusters Score -4376788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4376804.500000 Penalty: 5210.418457
	Iteration 69Q: 3 clusters Score -4376804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -4376805.500000 Penalty: 5210.418457
	Iteration 70Q: 3 clusters Score -4376806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -4376818.000000 Penalty: 5210.418457
	Iteration 71Q: 3 clusters Score -4376818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4376815.000000 Penalty: 5210.418457
	Iteration 72Q: 3 clusters Score -4376815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -4376815.500000 Penalty: 5210.418457
	Iteration 73Q: 3 clusters Score -4376816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4376814.000000 Penalty: 5210.418457
	Iteration 74Q: 3 clusters Score -4376814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4376811.500000 Penalty: 5210.418457
	Iteration 75Q: 3 clusters Score -4376812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -4376812.000000 Penalty: 5210.418457
	Iteration 76Q: 3 clusters Score -4376812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4376817.500000 Penalty: 5210.418457
	Iteration 77Q: 3 clusters Score -4376818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4376812.000000 Penalty: 5210.418457
	Iteration 78Q: 3 clusters Score -4376812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -4376813.000000 Penalty: 5210.418457
	Iteration 79Q: 3 clusters Score -4376813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4376818.500000 Penalty: 5210.418457
	Iteration 80F: 3 clusters Score -4376818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -4376827.500000 Penalty: 5210.418457
	Iteration 81Q: 3 clusters Score -4376828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4376822.500000 Penalty: 5210.418457
	Iteration 82Q: 3 clusters Score -4376822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4376818.500000 Penalty: 5210.418457
	Iteration 83Q: 3 clusters Score -4376818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4376819.500000 Penalty: 5210.418457
	Iteration 84Q: 3 clusters Score -4376820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -4376817.000000 Penalty: 5210.418457
	Iteration 85Q: 3 clusters Score -4376817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4376818.000000 Penalty: 5210.418457
	Iteration 86Q: 3 clusters Score -4376818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4376815.500000 Penalty: 5210.418457
	Iteration 87Q: 3 clusters Score -4376816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4376809.500000 Penalty: 5210.418457
	Iteration 88Q: 3 clusters Score -4376810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -4376818.500000 Penalty: 5210.418457
	Iteration 89Q: 3 clusters Score -4376818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -4376822.000000 Penalty: 5210.418457
	Iteration 90Q: 3 clusters Score -4376822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -4376823.500000 Penalty: 5210.418457
	Iteration 91Q: 3 clusters Score -4376824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4376822.000000 Penalty: 5210.418457
	Iteration 92Q: 3 clusters Score -4376822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -4376824.000000 Penalty: 5210.418457
	Iteration 93Q: 3 clusters Score -4376824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -4376821.500000 Penalty: 5210.418457
	Iteration 94Q: 3 clusters Score -4376822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4376823.000000 Penalty: 5210.418457
	Iteration 95Q: 3 clusters Score -4376823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4376825.000000 Penalty: 5210.418457
	Iteration 96Q: 3 clusters Score -4376825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4376829.000000 Penalty: 5210.418457
	Iteration 97Q: 3 clusters Score -4376829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4376829.500000 Penalty: 5210.418457
	Iteration 98Q: 3 clusters Score -4376830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4376829.500000 Penalty: 5210.418457
	Iteration 99F: 3 clusters Score -4376830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -499922.250000 Penalty: 2088.929443
	Iteration 0F: 2 clusters Score -499922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -495699.687500 Penalty: 4177.858887
	Iteration 0F: 3 clusters Score -495699.7 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -496794.156250 Penalty: 4177.858887
	Iteration 1F: 3 clusters Score -496794.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -497067.343750 Penalty: 4177.858887
	Iteration 2F: 3 clusters Score -497067.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -497255.375000 Penalty: 4177.858887
	Iteration 3F: 3 clusters Score -497255.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -497433.875000 Penalty: 4177.858887
	Iteration 4Q: 3 clusters Score -497433.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -497583.781250 Penalty: 4177.858887
	Iteration 5Q: 3 clusters Score -497583.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -497737.531250 Penalty: 4177.858887
	Iteration 6Q: 3 clusters Score -497737.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -497879.906250 Penalty: 4177.858887
	Iteration 7Q: 3 clusters Score -497879.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -498033.312500 Penalty: 4177.858887
	Iteration 8Q: 3 clusters Score -498033.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -498162.218750 Penalty: 4177.858887
	Iteration 9Q: 3 clusters Score -498162.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -498293.250000 Penalty: 4177.858887
	Iteration 10Q: 3 clusters Score -498293.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -498432.781250 Penalty: 4177.858887
	Iteration 11Q: 3 clusters Score -498432.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -498577.656250 Penalty: 4177.858887
	Iteration 12Q: 3 clusters Score -498577.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -498696.312500 Penalty: 4177.858887
	Iteration 13Q: 3 clusters Score -498696.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -498755.312500 Penalty: 4177.858887
	Iteration 14Q: 3 clusters Score -498755.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -498790.500000 Penalty: 4177.858887
	Iteration 15Q: 3 clusters Score -498790.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -498826.906250 Penalty: 4177.858887
	Iteration 16Q: 3 clusters Score -498826.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -498863.625000 Penalty: 4177.858887
	Iteration 17Q: 3 clusters Score -498863.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -498895.187500 Penalty: 4177.858887
	Iteration 18Q: 3 clusters Score -498895.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -498913.687500 Penalty: 4177.858887
	Iteration 19Q: 3 clusters Score -498913.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -498934.468750 Penalty: 4177.858887
	Iteration 20F: 3 clusters Score -498934.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -498950.843750 Penalty: 4177.858887
	Iteration 21Q: 3 clusters Score -498950.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -498956.406250 Penalty: 4177.858887
	Iteration 22Q: 3 clusters Score -498956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -498959.343750 Penalty: 4177.858887
	Iteration 23Q: 3 clusters Score -498959.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -498962.781250 Penalty: 4177.858887
	Iteration 24Q: 3 clusters Score -498962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -498966.906250 Penalty: 4177.858887
	Iteration 25Q: 3 clusters Score -498966.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -498973.750000 Penalty: 4177.858887
	Iteration 26Q: 3 clusters Score -498973.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -498977.781250 Penalty: 4177.858887
	Iteration 27Q: 3 clusters Score -498977.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -498982.406250 Penalty: 4177.858887
	Iteration 28Q: 3 clusters Score -498982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -498985.500000 Penalty: 4177.858887
	Iteration 29Q: 3 clusters Score -498985.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -498989.312500 Penalty: 4177.858887
	Iteration 30Q: 3 clusters Score -498989.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -498995.750000 Penalty: 4177.858887
	Iteration 31Q: 3 clusters Score -498995.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -499005.062500 Penalty: 4177.858887
	Iteration 32Q: 3 clusters Score -499005.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -499017.750000 Penalty: 4177.858887
	Iteration 33Q: 3 clusters Score -499017.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -499032.656250 Penalty: 4177.858887
	Iteration 34Q: 3 clusters Score -499032.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -499041.218750 Penalty: 4177.858887
	Iteration 35Q: 3 clusters Score -499041.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -499050.656250 Penalty: 4177.858887
	Iteration 36Q: 3 clusters Score -499050.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -499059.125000 Penalty: 4177.858887
	Iteration 37Q: 3 clusters Score -499059.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -499068.187500 Penalty: 4177.858887
	Iteration 38Q: 3 clusters Score -499068.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -499076.125000 Penalty: 4177.858887
	Iteration 39Q: 3 clusters Score -499076.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -499081.562500 Penalty: 4177.858887
	Iteration 40F: 3 clusters Score -499081.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -499088.000000 Penalty: 4177.858887
	Iteration 41Q: 3 clusters Score -499088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -499091.812500 Penalty: 4177.858887
	Iteration 42Q: 3 clusters Score -499091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -499094.968750 Penalty: 4177.858887
	Iteration 43Q: 3 clusters Score -499095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -499099.656250 Penalty: 4177.858887
	Iteration 44Q: 3 clusters Score -499099.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -499104.875000 Penalty: 4177.858887
	Iteration 45Q: 3 clusters Score -499104.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499108.375000 Penalty: 4177.858887
	Iteration 46Q: 3 clusters Score -499108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -499108.562500 Penalty: 4177.858887
	Iteration 47Q: 3 clusters Score -499108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -499109.093750 Penalty: 4177.858887
	Iteration 48Q: 3 clusters Score -499109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -499110.281250 Penalty: 4177.858887
	Iteration 49Q: 3 clusters Score -499110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499109.968750 Penalty: 4177.858887
	Iteration 50Q: 3 clusters Score -499110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499109.968750 Penalty: 4177.858887
	Iteration 51F: 3 clusters Score -499110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Entering Unmasked Estep 
Score: -1452062.000000 Penalty: 2373.422119
	Iteration 0F: 2 clusters Score -1452062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1441657.000000 Penalty: 4746.844238
	Iteration 0F: 3 clusters Score -1441657 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1445233.500000 Penalty: 4746.844238
	Iteration 1F: 3 clusters Score -1445234 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1446078.375000 Penalty: 4746.844238
	Iteration 2F: 3 clusters Score -1446078 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1446946.500000 Penalty: 4746.844238
	Iteration 3F: 3 clusters Score -1446946 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1447671.750000 Penalty: 4746.844238
	Iteration 4F: 3 clusters Score -1447672 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1448257.125000 Penalty: 4746.844238
	Iteration 5F: 3 clusters Score -1448257 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1448734.750000 Penalty: 4746.844238
	Iteration 6Q: 3 clusters Score -1448735 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1449106.250000 Penalty: 4746.844238
	Iteration 7Q: 3 clusters Score -1449106 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1449374.375000 Penalty: 4746.844238
	Iteration 8Q: 3 clusters Score -1449374 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1449591.125000 Penalty: 4746.844238
	Iteration 9Q: 3 clusters Score -1449591 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1449766.875000 Penalty: 4746.844238
	Iteration 10Q: 3 clusters Score -1449767 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1449907.875000 Penalty: 4746.844238
	Iteration 11Q: 3 clusters Score -1449908 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1450050.375000 Penalty: 4746.844238
	Iteration 12Q: 3 clusters Score -1450050 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1450186.000000 Penalty: 4746.844238
	Iteration 13Q: 3 clusters Score -1450186 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1450293.375000 Penalty: 4746.844238
	Iteration 14Q: 3 clusters Score -1450293 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1450400.375000 Penalty: 4746.844238
	Iteration 15Q: 3 clusters Score -1450400 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1450498.375000 Penalty: 4746.844238
	Iteration 16Q: 3 clusters Score -1450498 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1450579.500000 Penalty: 4746.844238
	Iteration 17Q: 3 clusters Score -1450580 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1450655.375000 Penalty: 4746.844238
	Iteration 18Q: 3 clusters Score -1450655 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1450720.750000 Penalty: 4746.844238
	Iteration 19Q: 3 clusters Score -1450721 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1450802.750000 Penalty: 4746.844238
	Iteration 20F: 3 clusters Score -1450803 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1450905.750000 Penalty: 4746.844238
	Iteration 21Q: 3 clusters Score -1450906 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1451008.250000 Penalty: 4746.844238
	Iteration 22Q: 3 clusters Score -1451008 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1451101.375000 Penalty: 4746.844238
	Iteration 23Q: 3 clusters Score -1451101 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1451171.125000 Penalty: 4746.844238
	Iteration 24Q: 3 clusters Score -1451171 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1451248.375000 Penalty: 4746.844238
	Iteration 25Q: 3 clusters Score -1451248 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1451345.625000 Penalty: 4746.844238
	Iteration 26Q: 3 clusters Score -1451346 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1451425.375000 Penalty: 4746.844238
	Iteration 27Q: 3 clusters Score -1451425 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1451490.750000 Penalty: 4746.844238
	Iteration 28Q: 3 clusters Score -1451491 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1451556.625000 Penalty: 4746.844238
	Iteration 29Q: 3 clusters Score -1451557 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1451602.125000 Penalty: 4746.844238
	Iteration 30Q: 3 clusters Score -1451602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1451653.625000 Penalty: 4746.844238
	Iteration 31Q: 3 clusters Score -1451654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1451699.125000 Penalty: 4746.844238
	Iteration 32Q: 3 clusters Score -1451699 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1451733.000000 Penalty: 4746.844238
	Iteration 33Q: 3 clusters Score -1451733 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1451769.625000 Penalty: 4746.844238
	Iteration 34Q: 3 clusters Score -1451770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1451796.000000 Penalty: 4746.844238
	Iteration 35Q: 3 clusters Score -1451796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1451829.125000 Penalty: 4746.844238
	Iteration 36Q: 3 clusters Score -1451829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1451847.000000 Penalty: 4746.844238
	Iteration 37Q: 3 clusters Score -1451847 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1451855.375000 Penalty: 4746.844238
	Iteration 38Q: 3 clusters Score -1451855 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1451870.125000 Penalty: 4746.844238
	Iteration 39Q: 3 clusters Score -1451870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1451885.250000 Penalty: 4746.844238
	Iteration 40F: 3 clusters Score -1451885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1451897.750000 Penalty: 4746.844238
	Iteration 41Q: 3 clusters Score -1451898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1451905.625000 Penalty: 4746.844238
	Iteration 42Q: 3 clusters Score -1451906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1451907.750000 Penalty: 4746.844238
	Iteration 43Q: 3 clusters Score -1451908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1451916.375000 Penalty: 4746.844238
	Iteration 44Q: 3 clusters Score -1451916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1451911.375000 Penalty: 4746.844238
	Iteration 45Q: 3 clusters Score -1451911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1451921.750000 Penalty: 4746.844238
	Iteration 46Q: 3 clusters Score -1451922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1451921.375000 Penalty: 4746.844238
	Iteration 47Q: 3 clusters Score -1451921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1451927.250000 Penalty: 4746.844238
	Iteration 48Q: 3 clusters Score -1451927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1451928.750000 Penalty: 4746.844238
	Iteration 49Q: 3 clusters Score -1451929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1451928.500000 Penalty: 4746.844238
	Iteration 50Q: 3 clusters Score -1451928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1451934.125000 Penalty: 4746.844238
	Iteration 51Q: 3 clusters Score -1451934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1451934.750000 Penalty: 4746.844238
	Iteration 52Q: 3 clusters Score -1451935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1451931.750000 Penalty: 4746.844238
	Iteration 53Q: 3 clusters Score -1451932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1451938.625000 Penalty: 4746.844238
	Iteration 54Q: 3 clusters Score -1451939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1451938.750000 Penalty: 4746.844238
	Iteration 55Q: 3 clusters Score -1451939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1451936.375000 Penalty: 4746.844238
	Iteration 56Q: 3 clusters Score -1451936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1451936.125000 Penalty: 4746.844238
	Iteration 57Q: 3 clusters Score -1451936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1451942.500000 Penalty: 4746.844238
	Iteration 58Q: 3 clusters Score -1451942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1451944.375000 Penalty: 4746.844238
	Iteration 59Q: 3 clusters Score -1451944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1451945.875000 Penalty: 4746.844238
	Iteration 60F: 3 clusters Score -1451946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1451946.750000 Penalty: 4746.844238
	Iteration 61Q: 3 clusters Score -1451947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1451949.500000 Penalty: 4746.844238
	Iteration 62Q: 3 clusters Score -1451950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1451951.000000 Penalty: 4746.844238
	Iteration 63Q: 3 clusters Score -1451951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1451952.375000 Penalty: 4746.844238
	Iteration 64Q: 3 clusters Score -1451952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1451950.875000 Penalty: 4746.844238
	Iteration 65Q: 3 clusters Score -1451951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1451954.875000 Penalty: 4746.844238
	Iteration 66Q: 3 clusters Score -1451955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1451957.875000 Penalty: 4746.844238
	Iteration 67Q: 3 clusters Score -1451958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1451957.875000 Penalty: 4746.844238
	Iteration 68Q: 3 clusters Score -1451958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1451965.000000 Penalty: 4746.844238
	Iteration 69Q: 3 clusters Score -1451965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1451964.500000 Penalty: 4746.844238
	Iteration 70Q: 3 clusters Score -1451964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1451967.500000 Penalty: 4746.844238
	Iteration 71Q: 3 clusters Score -1451968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1451970.750000 Penalty: 4746.844238
	Iteration 72Q: 3 clusters Score -1451971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1451970.875000 Penalty: 4746.844238
	Iteration 73Q: 3 clusters Score -1451971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1451969.750000 Penalty: 4746.844238
	Iteration 74Q: 3 clusters Score -1451970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1451971.750000 Penalty: 4746.844238
	Iteration 75Q: 3 clusters Score -1451972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1451970.125000 Penalty: 4746.844238
	Iteration 76Q: 3 clusters Score -1451970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1451970.000000 Penalty: 4746.844238
	Iteration 77Q: 3 clusters Score -1451970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1451972.250000 Penalty: 4746.844238
	Iteration 78Q: 3 clusters Score -1451972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1451972.250000 Penalty: 4746.844238
	Iteration 79F: 3 clusters Score -1451972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Entering Unmasked Estep 
Score: -1783118.875000 Penalty: 2383.725830
	Iteration 0F: 2 clusters Score -1783119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1772237.375000 Penalty: 4767.451660
	Iteration 0F: 3 clusters Score -1772237 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1775748.750000 Penalty: 4767.451660
	Iteration 1F: 3 clusters Score -1775749 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1776220.875000 Penalty: 4767.451660
	Iteration 2F: 3 clusters Score -1776221 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1776692.625000 Penalty: 4767.451660
	Iteration 3F: 3 clusters Score -1776693 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1777239.000000 Penalty: 4767.451660
	Iteration 4F: 3 clusters Score -1777239 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1777905.000000 Penalty: 4767.451660
	Iteration 5F: 3 clusters Score -1777905 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1778727.875000 Penalty: 4767.451660
	Iteration 6F: 3 clusters Score -1778728 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1779631.000000 Penalty: 4767.451660
	Iteration 7F: 3 clusters Score -1779631 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1780659.125000 Penalty: 4767.451660
	Iteration 8F: 3 clusters Score -1780659 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1781619.000000 Penalty: 4767.451660
	Iteration 9F: 3 clusters Score -1781619 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1782315.750000 Penalty: 4767.451660
	Iteration 10Q: 3 clusters Score -1782316 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1782657.500000 Penalty: 4767.451660
	Iteration 11Q: 3 clusters Score -1782658 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1782782.500000 Penalty: 4767.451660
	Iteration 12Q: 3 clusters Score -1782782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1782840.000000 Penalty: 4767.451660
	Iteration 13Q: 3 clusters Score -1782840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1782868.500000 Penalty: 4767.451660
	Iteration 14Q: 3 clusters Score -1782868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1782897.250000 Penalty: 4767.451660
	Iteration 15Q: 3 clusters Score -1782897 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1782914.625000 Penalty: 4767.451660
	Iteration 16Q: 3 clusters Score -1782915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1782930.125000 Penalty: 4767.451660
	Iteration 17Q: 3 clusters Score -1782930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1782940.875000 Penalty: 4767.451660
	Iteration 18Q: 3 clusters Score -1782941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1782956.750000 Penalty: 4767.451660
	Iteration 19Q: 3 clusters Score -1782957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1782974.125000 Penalty: 4767.451660
	Iteration 20F: 3 clusters Score -1782974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1782980.250000 Penalty: 4767.451660
	Iteration 21Q: 3 clusters Score -1782980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1782990.875000 Penalty: 4767.451660
	Iteration 22Q: 3 clusters Score -1782991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1783001.500000 Penalty: 4767.451660
	Iteration 23Q: 3 clusters Score -1783002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1783013.500000 Penalty: 4767.451660
	Iteration 24Q: 3 clusters Score -1783014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1783016.875000 Penalty: 4767.451660
	Iteration 25Q: 3 clusters Score -1783017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1783023.250000 Penalty: 4767.451660
	Iteration 26Q: 3 clusters Score -1783023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1783028.375000 Penalty: 4767.451660
	Iteration 27Q: 3 clusters Score -1783028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1783042.000000 Penalty: 4767.451660
	Iteration 28Q: 3 clusters Score -1783042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1783052.000000 Penalty: 4767.451660
	Iteration 29Q: 3 clusters Score -1783052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1783062.000000 Penalty: 4767.451660
	Iteration 30Q: 3 clusters Score -1783062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1783064.750000 Penalty: 4767.451660
	Iteration 31Q: 3 clusters Score -1783065 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1783077.250000 Penalty: 4767.451660
	Iteration 32Q: 3 clusters Score -1783077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1783086.750000 Penalty: 4767.451660
	Iteration 33Q: 3 clusters Score -1783087 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1783101.375000 Penalty: 4767.451660
	Iteration 34Q: 3 clusters Score -1783101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1783102.500000 Penalty: 4767.451660
	Iteration 35Q: 3 clusters Score -1783102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1783114.625000 Penalty: 4767.451660
	Iteration 36Q: 3 clusters Score -1783115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1783125.750000 Penalty: 4767.451660
	Iteration 37Q: 3 clusters Score -1783126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1783134.000000 Penalty: 4767.451660
	Iteration 38Q: 3 clusters Score -1783134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1783135.125000 Penalty: 4767.451660
	Iteration 39Q: 3 clusters Score -1783135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1783147.500000 Penalty: 4767.451660
	Iteration 40F: 3 clusters Score -1783148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1783159.500000 Penalty: 4767.451660
	Iteration 41Q: 3 clusters Score -1783160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1783165.875000 Penalty: 4767.451660
	Iteration 42Q: 3 clusters Score -1783166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1783165.875000 Penalty: 4767.451660
	Iteration 43Q: 3 clusters Score -1783166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1783177.875000 Penalty: 4767.451660
	Iteration 44Q: 3 clusters Score -1783178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1783186.375000 Penalty: 4767.451660
	Iteration 45Q: 3 clusters Score -1783186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1783190.500000 Penalty: 4767.451660
	Iteration 46Q: 3 clusters Score -1783190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1783191.375000 Penalty: 4767.451660
	Iteration 47Q: 3 clusters Score -1783191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1783203.875000 Penalty: 4767.451660
	Iteration 48Q: 3 clusters Score -1783204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1783204.875000 Penalty: 4767.451660
	Iteration 49Q: 3 clusters Score -1783205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1783210.000000 Penalty: 4767.451660
	Iteration 50Q: 3 clusters Score -1783210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1783215.250000 Penalty: 4767.451660
	Iteration 51Q: 3 clusters Score -1783215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1783214.500000 Penalty: 4767.451660
	Iteration 52Q: 3 clusters Score -1783214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1783222.125000 Penalty: 4767.451660
	Iteration 53Q: 3 clusters Score -1783222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1783231.125000 Penalty: 4767.451660
	Iteration 54Q: 3 clusters Score -1783231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1783240.875000 Penalty: 4767.451660
	Iteration 55Q: 3 clusters Score -1783241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1783248.375000 Penalty: 4767.451660
	Iteration 56Q: 3 clusters Score -1783248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1783258.875000 Penalty: 4767.451660
	Iteration 57Q: 3 clusters Score -1783259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1783269.750000 Penalty: 4767.451660
	Iteration 58Q: 3 clusters Score -1783270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1783268.875000 Penalty: 4767.451660
	Iteration 59Q: 3 clusters Score -1783269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1783275.750000 Penalty: 4767.451660
	Iteration 60F: 3 clusters Score -1783276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1783276.375000 Penalty: 4767.451660
	Iteration 61Q: 3 clusters Score -1783276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1783280.375000 Penalty: 4767.451660
	Iteration 62Q: 3 clusters Score -1783280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1783287.000000 Penalty: 4767.451660
	Iteration 63Q: 3 clusters Score -1783287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1783284.250000 Penalty: 4767.451660
	Iteration 64Q: 3 clusters Score -1783284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1783285.750000 Penalty: 4767.451660
	Iteration 65Q: 3 clusters Score -1783286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1783285.250000 Penalty: 4767.451660
	Iteration 66Q: 3 clusters Score -1783285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1783287.000000 Penalty: 4767.451660
	Iteration 67Q: 3 clusters Score -1783287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1783286.750000 Penalty: 4767.451660
	Iteration 68Q: 3 clusters Score -1783287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1783291.250000 Penalty: 4767.451660
	Iteration 69Q: 3 clusters Score -1783291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1783288.375000 Penalty: 4767.451660
	Iteration 70Q: 3 clusters Score -1783288 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1783294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1783299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1783300 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1783301 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1783305 nChanged 10
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Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1783306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1783309.500000 Penalty: 4767.451660
	Iteration 78Q: 3 clusters Score -1783310 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1783310 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1783312.500000 Penalty: 4767.451660
	Iteration 80F: 3 clusters Score -1783312 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1783314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1783313 nChanged 12
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Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1783320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1783320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1783320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1783320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1783320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1783323 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1783326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1783328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1783327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1783332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1783337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1783339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1783344 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1783343 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1783348 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1783349 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1783359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1783358 nChanged 19
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Mstep: Class 1 contains 9540 members 
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Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1783363 nChanged 17
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Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1783371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1783370 nChanged 18
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Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 5470 members 
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	Iteration 106Q: 3 clusters Score -1783368 nChanged 21
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Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1783378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1783376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1783377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1783375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1783378 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1783387 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1783389 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1783387 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1783387 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1783386 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1783390 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1783390 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1783392 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1783392 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1783392 nChanged 13
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Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1783390 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1783397 nChanged 12
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Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5656 members 
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	Iteration 124Q: 3 clusters Score -1783392 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1783395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1783402.000000 Penalty: 4767.451660
	Iteration 126Q: 3 clusters Score -1783402 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1783403 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1783404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 5712 members 
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	Iteration 129Q: 3 clusters Score -1783406 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 5719 members 
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	Iteration 130Q: 3 clusters Score -1783404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 5729 members 
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	Iteration 131Q: 3 clusters Score -1783405 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 5740 members 
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	Iteration 132Q: 3 clusters Score -1783406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1783406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1783409.375000 Penalty: 4767.451660
	Iteration 134Q: 3 clusters Score -1783409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1783413.375000 Penalty: 4767.451660
	Iteration 135Q: 3 clusters Score -1783413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1783411.875000 Penalty: 4767.451660
	Iteration 136Q: 3 clusters Score -1783412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1783416.375000 Penalty: 4767.451660
	Iteration 137Q: 3 clusters Score -1783416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1783427.625000 Penalty: 4767.451660
	Iteration 138Q: 3 clusters Score -1783428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1783426.500000 Penalty: 4767.451660
	Iteration 139Q: 3 clusters Score -1783426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1783427.250000 Penalty: 4767.451660
	Iteration 140F: 3 clusters Score -1783427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1783429.500000 Penalty: 4767.451660
	Iteration 141Q: 3 clusters Score -1783430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1783435.625000 Penalty: 4767.451660
	Iteration 142Q: 3 clusters Score -1783436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1783435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1783436 nChanged 11
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Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1783438.125000 Penalty: 4767.451660
	Iteration 145Q: 3 clusters Score -1783438 nChanged 9
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Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1783441.625000 Penalty: 4767.451660
	Iteration 146Q: 3 clusters Score -1783442 nChanged 8
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Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1783444 nChanged 7
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Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1783442 nChanged 9
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Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5870 members 
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Score: -1783446.375000 Penalty: 4767.451660
	Iteration 149Q: 3 clusters Score -1783446 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1783444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1783444.250000 Penalty: 4767.451660
	Iteration 151Q: 3 clusters Score -1783444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1783444 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1783448.000000 Penalty: 4767.451660
	Iteration 153Q: 3 clusters Score -1783448 nChanged 4
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Mstep: Class 1 contains 9045 members 
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	Iteration 154Q: 3 clusters Score -1783446 nChanged 5
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Mstep: Class 1 contains 9044 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1783444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1783448.625000 Penalty: 4767.451660
	Iteration 156Q: 3 clusters Score -1783449 nChanged 6
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Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5898 members 
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	Iteration 157Q: 3 clusters Score -1783447 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1783450.875000 Penalty: 4767.451660
	Iteration 158Q: 3 clusters Score -1783451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1783452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1783451.625000 Penalty: 4767.451660
	Iteration 160F: 3 clusters Score -1783452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1783450 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1783450 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1783452.625000 Penalty: 4767.451660
	Iteration 163Q: 3 clusters Score -1783453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1783454.750000 Penalty: 4767.451660
	Iteration 164Q: 3 clusters Score -1783455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1783453.625000 Penalty: 4767.451660
	Iteration 165Q: 3 clusters Score -1783454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1783453.625000 Penalty: 4767.451660
	Iteration 166F: 3 clusters Score -1783454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 36493 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 14332 members 
Mstep: Class 12 contains 9021 members 
Mstep: Class 13 contains 22514 members 
Mstep: Class 14 contains 31290 members 
Mstep: Class 15 contains 13269 members 
Mstep: Class 16 contains 5972 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 18 contains 5388 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 8880 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 2379 members 
Mstep: Class 26 contains 19217 members 
Mstep: Class 27 contains 14677 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 4473 members 
Mstep: Class 30 contains 5919 members 
Entering Unmasked Estep 
Score: -35694568.000000 Penalty: 94338.273438
Splitting cluster 12 changes total score from -35694592.000000 to -35694568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (22514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Entering Unmasked Estep 
Score: -2483103.000000 Penalty: 2485.429443
	Iteration 0F: 2 clusters Score -2483103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2467455.500000 Penalty: 4970.858887
	Iteration 0F: 3 clusters Score -2467456 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2473177.250000 Penalty: 4970.858887
	Iteration 1F: 3 clusters Score -2473177 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2473990.750000 Penalty: 4970.858887
	Iteration 2F: 3 clusters Score -2473991 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2474875.000000 Penalty: 4970.858887
	Iteration 3F: 3 clusters Score -2474875 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2475705.500000 Penalty: 4970.858887
	Iteration 4F: 3 clusters Score -2475706 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2476419.000000 Penalty: 4970.858887
	Iteration 5F: 3 clusters Score -2476419 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2476957.750000 Penalty: 4970.858887
	Iteration 6Q: 3 clusters Score -2476958 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2477356.750000 Penalty: 4970.858887
	Iteration 7Q: 3 clusters Score -2477357 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2477677.750000 Penalty: 4970.858887
	Iteration 8Q: 3 clusters Score -2477678 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2477919.000000 Penalty: 4970.858887
	Iteration 9Q: 3 clusters Score -2477919 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2478151.750000 Penalty: 4970.858887
	Iteration 10Q: 3 clusters Score -2478152 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2478423.500000 Penalty: 4970.858887
	Iteration 11Q: 3 clusters Score -2478424 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2478699.500000 Penalty: 4970.858887
	Iteration 12Q: 3 clusters Score -2478700 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2478953.500000 Penalty: 4970.858887
	Iteration 13Q: 3 clusters Score -2478954 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2479226.000000 Penalty: 4970.858887
	Iteration 14Q: 3 clusters Score -2479226 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2479485.500000 Penalty: 4970.858887
	Iteration 15Q: 3 clusters Score -2479486 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2479740.250000 Penalty: 4970.858887
	Iteration 16Q: 3 clusters Score -2479740 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2479921.750000 Penalty: 4970.858887
	Iteration 17Q: 3 clusters Score -2479922 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2480092.000000 Penalty: 4970.858887
	Iteration 18Q: 3 clusters Score -2480092 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -2480232.500000 Penalty: 4970.858887
	Iteration 19Q: 3 clusters Score -2480232 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2480361.250000 Penalty: 4970.858887
	Iteration 20F: 3 clusters Score -2480361 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2480425.500000 Penalty: 4970.858887
	Iteration 21Q: 3 clusters Score -2480426 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2480506.250000 Penalty: 4970.858887
	Iteration 22Q: 3 clusters Score -2480506 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2480571.000000 Penalty: 4970.858887
	Iteration 23Q: 3 clusters Score -2480571 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2480632.000000 Penalty: 4970.858887
	Iteration 24Q: 3 clusters Score -2480632 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2480694.000000 Penalty: 4970.858887
	Iteration 25Q: 3 clusters Score -2480694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2480743.000000 Penalty: 4970.858887
	Iteration 26Q: 3 clusters Score -2480743 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2480795.500000 Penalty: 4970.858887
	Iteration 27Q: 3 clusters Score -2480796 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2480869.250000 Penalty: 4970.858887
	Iteration 28Q: 3 clusters Score -2480869 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2480916.750000 Penalty: 4970.858887
	Iteration 29Q: 3 clusters Score -2480917 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2480962.000000 Penalty: 4970.858887
	Iteration 30Q: 3 clusters Score -2480962 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2481024.500000 Penalty: 4970.858887
	Iteration 31Q: 3 clusters Score -2481024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2481069.000000 Penalty: 4970.858887
	Iteration 32Q: 3 clusters Score -2481069 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2481112.500000 Penalty: 4970.858887
	Iteration 33Q: 3 clusters Score -2481112 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2481163.000000 Penalty: 4970.858887
	Iteration 34Q: 3 clusters Score -2481163 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2481192.000000 Penalty: 4970.858887
	Iteration 35Q: 3 clusters Score -2481192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2481233.500000 Penalty: 4970.858887
	Iteration 36Q: 3 clusters Score -2481234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2481269.000000 Penalty: 4970.858887
	Iteration 37Q: 3 clusters Score -2481269 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2481295.250000 Penalty: 4970.858887
	Iteration 38Q: 3 clusters Score -2481295 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2481321.250000 Penalty: 4970.858887
	Iteration 39Q: 3 clusters Score -2481321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2481336.250000 Penalty: 4970.858887
	Iteration 40F: 3 clusters Score -2481336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2481344.500000 Penalty: 4970.858887
	Iteration 41Q: 3 clusters Score -2481344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2481363.250000 Penalty: 4970.858887
	Iteration 42Q: 3 clusters Score -2481363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2481368.000000 Penalty: 4970.858887
	Iteration 43Q: 3 clusters Score -2481368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2481370.750000 Penalty: 4970.858887
	Iteration 44Q: 3 clusters Score -2481371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2481379.250000 Penalty: 4970.858887
	Iteration 45Q: 3 clusters Score -2481379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2481383.250000 Penalty: 4970.858887
	Iteration 46Q: 3 clusters Score -2481383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2481385.750000 Penalty: 4970.858887
	Iteration 47Q: 3 clusters Score -2481386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2481391.000000 Penalty: 4970.858887
	Iteration 48Q: 3 clusters Score -2481391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2481400.250000 Penalty: 4970.858887
	Iteration 49Q: 3 clusters Score -2481400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2481407.000000 Penalty: 4970.858887
	Iteration 50Q: 3 clusters Score -2481407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2481408.750000 Penalty: 4970.858887
	Iteration 51Q: 3 clusters Score -2481409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2481410.000000 Penalty: 4970.858887
	Iteration 52Q: 3 clusters Score -2481410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2481413.250000 Penalty: 4970.858887
	Iteration 53Q: 3 clusters Score -2481413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2481419.250000 Penalty: 4970.858887
	Iteration 54Q: 3 clusters Score -2481419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2481429.000000 Penalty: 4970.858887
	Iteration 55Q: 3 clusters Score -2481429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2481430.000000 Penalty: 4970.858887
	Iteration 56Q: 3 clusters Score -2481430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2481430.500000 Penalty: 4970.858887
	Iteration 57Q: 3 clusters Score -2481430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2481430.000000 Penalty: 4970.858887
	Iteration 58Q: 3 clusters Score -2481430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2481433.250000 Penalty: 4970.858887
	Iteration 59Q: 3 clusters Score -2481433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2481436.000000 Penalty: 4970.858887
	Iteration 60F: 3 clusters Score -2481436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2481434.500000 Penalty: 4970.858887
	Iteration 61Q: 3 clusters Score -2481434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2481434.500000 Penalty: 4970.858887
	Iteration 62F: 3 clusters Score -2481434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Entering Unmasked Estep 
Score: -3457271.000000 Penalty: 2567.061523
	Iteration 0F: 2 clusters Score -3457271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3435803.500000 Penalty: 5134.123047
	Iteration 0F: 3 clusters Score -3435804 nChanged 14232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3443961.250000 Penalty: 5134.123047
	Iteration 1F: 3 clusters Score -3443961 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3445101.750000 Penalty: 5134.123047
	Iteration 2F: 3 clusters Score -3445102 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3446316.500000 Penalty: 5134.123047
	Iteration 3F: 3 clusters Score -3446316 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3447554.500000 Penalty: 5134.123047
	Iteration 4F: 3 clusters Score -3447554 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3448658.000000 Penalty: 5134.123047
	Iteration 5F: 3 clusters Score -3448658 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3449587.000000 Penalty: 5134.123047
	Iteration 6F: 3 clusters Score -3449587 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3450359.000000 Penalty: 5134.123047
	Iteration 7Q: 3 clusters Score -3450359 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3451050.000000 Penalty: 5134.123047
	Iteration 8Q: 3 clusters Score -3451050 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3451532.500000 Penalty: 5134.123047
	Iteration 9Q: 3 clusters Score -3451532 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3451881.750000 Penalty: 5134.123047
	Iteration 10Q: 3 clusters Score -3451882 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3452149.750000 Penalty: 5134.123047
	Iteration 11Q: 3 clusters Score -3452150 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3452305.250000 Penalty: 5134.123047
	Iteration 12Q: 3 clusters Score -3452305 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3452435.250000 Penalty: 5134.123047
	Iteration 13Q: 3 clusters Score -3452435 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3452519.000000 Penalty: 5134.123047
	Iteration 14Q: 3 clusters Score -3452519 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -3452583.250000 Penalty: 5134.123047
	Iteration 15Q: 3 clusters Score -3452583 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3452661.500000 Penalty: 5134.123047
	Iteration 16Q: 3 clusters Score -3452662 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3452760.500000 Penalty: 5134.123047
	Iteration 17Q: 3 clusters Score -3452760 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3452839.250000 Penalty: 5134.123047
	Iteration 18Q: 3 clusters Score -3452839 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3452904.500000 Penalty: 5134.123047
	Iteration 19Q: 3 clusters Score -3452904 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3452976.000000 Penalty: 5134.123047
	Iteration 20F: 3 clusters Score -3452976 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3453049.250000 Penalty: 5134.123047
	Iteration 21Q: 3 clusters Score -3453049 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3453124.750000 Penalty: 5134.123047
	Iteration 22Q: 3 clusters Score -3453125 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -3453190.250000 Penalty: 5134.123047
	Iteration 23Q: 3 clusters Score -3453190 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3453254.250000 Penalty: 5134.123047
	Iteration 24Q: 3 clusters Score -3453254 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3453329.750000 Penalty: 5134.123047
	Iteration 25Q: 3 clusters Score -3453330 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3453419.000000 Penalty: 5134.123047
	Iteration 26Q: 3 clusters Score -3453419 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -3453490.750000 Penalty: 5134.123047
	Iteration 27Q: 3 clusters Score -3453491 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3453582.000000 Penalty: 5134.123047
	Iteration 28Q: 3 clusters Score -3453582 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3453675.250000 Penalty: 5134.123047
	Iteration 29Q: 3 clusters Score -3453675 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3453750.000000 Penalty: 5134.123047
	Iteration 30Q: 3 clusters Score -3453750 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3453833.750000 Penalty: 5134.123047
	Iteration 31Q: 3 clusters Score -3453834 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3453927.250000 Penalty: 5134.123047
	Iteration 32Q: 3 clusters Score -3453927 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3454006.750000 Penalty: 5134.123047
	Iteration 33Q: 3 clusters Score -3454007 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3454126.000000 Penalty: 5134.123047
	Iteration 34Q: 3 clusters Score -3454126 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3454222.750000 Penalty: 5134.123047
	Iteration 35Q: 3 clusters Score -3454223 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3454335.500000 Penalty: 5134.123047
	Iteration 36Q: 3 clusters Score -3454336 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3454436.000000 Penalty: 5134.123047
	Iteration 37Q: 3 clusters Score -3454436 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3454511.250000 Penalty: 5134.123047
	Iteration 38Q: 3 clusters Score -3454511 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -3454594.000000 Penalty: 5134.123047
	Iteration 39Q: 3 clusters Score -3454594 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3454679.000000 Penalty: 5134.123047
	Iteration 40F: 3 clusters Score -3454679 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3454758.500000 Penalty: 5134.123047
	Iteration 41Q: 3 clusters Score -3454758 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3454831.750000 Penalty: 5134.123047
	Iteration 42Q: 3 clusters Score -3454832 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3454876.500000 Penalty: 5134.123047
	Iteration 43Q: 3 clusters Score -3454876 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3454944.500000 Penalty: 5134.123047
	Iteration 44Q: 3 clusters Score -3454944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3454974.500000 Penalty: 5134.123047
	Iteration 45Q: 3 clusters Score -3454974 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3455003.000000 Penalty: 5134.123047
	Iteration 46Q: 3 clusters Score -3455003 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3455041.000000 Penalty: 5134.123047
	Iteration 47Q: 3 clusters Score -3455041 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3455070.000000 Penalty: 5134.123047
	Iteration 48Q: 3 clusters Score -3455070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3455097.500000 Penalty: 5134.123047
	Iteration 49Q: 3 clusters Score -3455098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3455113.500000 Penalty: 5134.123047
	Iteration 50Q: 3 clusters Score -3455114 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3455132.750000 Penalty: 5134.123047
	Iteration 51Q: 3 clusters Score -3455133 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3455133.250000 Penalty: 5134.123047
	Iteration 52Q: 3 clusters Score -3455133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3455154.000000 Penalty: 5134.123047
	Iteration 53Q: 3 clusters Score -3455154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3455163.500000 Penalty: 5134.123047
	Iteration 54Q: 3 clusters Score -3455164 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3455184.250000 Penalty: 5134.123047
	Iteration 55Q: 3 clusters Score -3455184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3455204.750000 Penalty: 5134.123047
	Iteration 56Q: 3 clusters Score -3455205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3455233.000000 Penalty: 5134.123047
	Iteration 57Q: 3 clusters Score -3455233 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3455253.000000 Penalty: 5134.123047
	Iteration 58Q: 3 clusters Score -3455253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3455263.250000 Penalty: 5134.123047
	Iteration 59Q: 3 clusters Score -3455263 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3455278.500000 Penalty: 5134.123047
	Iteration 60F: 3 clusters Score -3455278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3455279.500000 Penalty: 5134.123047
	Iteration 61Q: 3 clusters Score -3455280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3455290.500000 Penalty: 5134.123047
	Iteration 62Q: 3 clusters Score -3455290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3455297.750000 Penalty: 5134.123047
	Iteration 63Q: 3 clusters Score -3455298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3455306.500000 Penalty: 5134.123047
	Iteration 64Q: 3 clusters Score -3455306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3455309.750000 Penalty: 5134.123047
	Iteration 65Q: 3 clusters Score -3455310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3455309.750000 Penalty: 5134.123047
	Iteration 66Q: 3 clusters Score -3455310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3455319.000000 Penalty: 5134.123047
	Iteration 67Q: 3 clusters Score -3455319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3455322.250000 Penalty: 5134.123047
	Iteration 68Q: 3 clusters Score -3455322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3455327.500000 Penalty: 5134.123047
	Iteration 69Q: 3 clusters Score -3455328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3455336.500000 Penalty: 5134.123047
	Iteration 70Q: 3 clusters Score -3455336 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3455350.750000 Penalty: 5134.123047
	Iteration 71Q: 3 clusters Score -3455351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3455354.000000 Penalty: 5134.123047
	Iteration 72Q: 3 clusters Score -3455354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3455367.000000 Penalty: 5134.123047
	Iteration 73Q: 3 clusters Score -3455367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3455370.500000 Penalty: 5134.123047
	Iteration 74Q: 3 clusters Score -3455370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3455373.500000 Penalty: 5134.123047
	Iteration 75Q: 3 clusters Score -3455374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3455374.000000 Penalty: 5134.123047
	Iteration 76Q: 3 clusters Score -3455374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3455385.000000 Penalty: 5134.123047
	Iteration 77Q: 3 clusters Score -3455385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3455387.500000 Penalty: 5134.123047
	Iteration 78Q: 3 clusters Score -3455388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3455387.500000 Penalty: 5134.123047
	Iteration 79Q: 3 clusters Score -3455388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3455396.000000 Penalty: 5134.123047
	Iteration 80F: 3 clusters Score -3455396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3455394.000000 Penalty: 5134.123047
	Iteration 81Q: 3 clusters Score -3455394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3455398.250000 Penalty: 5134.123047
	Iteration 82Q: 3 clusters Score -3455398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3455398.500000 Penalty: 5134.123047
	Iteration 83Q: 3 clusters Score -3455398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3455406.250000 Penalty: 5134.123047
	Iteration 84Q: 3 clusters Score -3455406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3455409.750000 Penalty: 5134.123047
	Iteration 85Q: 3 clusters Score -3455410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3455413.250000 Penalty: 5134.123047
	Iteration 86Q: 3 clusters Score -3455413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3455414.250000 Penalty: 5134.123047
	Iteration 87Q: 3 clusters Score -3455414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3455421.750000 Penalty: 5134.123047
	Iteration 88Q: 3 clusters Score -3455422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3455431.500000 Penalty: 5134.123047
	Iteration 89Q: 3 clusters Score -3455432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3455427.250000 Penalty: 5134.123047
	Iteration 90Q: 3 clusters Score -3455427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3455432.500000 Penalty: 5134.123047
	Iteration 91Q: 3 clusters Score -3455432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3455433.500000 Penalty: 5134.123047
	Iteration 92Q: 3 clusters Score -3455434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3455434.000000 Penalty: 5134.123047
	Iteration 93Q: 3 clusters Score -3455434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3455438.000000 Penalty: 5134.123047
	Iteration 94Q: 3 clusters Score -3455438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3455437.750000 Penalty: 5134.123047
	Iteration 95Q: 3 clusters Score -3455438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3455433.750000 Penalty: 5134.123047
	Iteration 96Q: 3 clusters Score -3455434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3455445.250000 Penalty: 5134.123047
	Iteration 97Q: 3 clusters Score -3455445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3455443.250000 Penalty: 5134.123047
	Iteration 98Q: 3 clusters Score -3455443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3455445.000000 Penalty: 5134.123047
	Iteration 99Q: 3 clusters Score -3455445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3455446.750000 Penalty: 5134.123047
	Iteration 100F: 3 clusters Score -3455447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3455444.500000 Penalty: 5134.123047
	Iteration 101Q: 3 clusters Score -3455444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3455443.750000 Penalty: 5134.123047
	Iteration 102Q: 3 clusters Score -3455444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3455447.250000 Penalty: 5134.123047
	Iteration 103Q: 3 clusters Score -3455447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3455447.000000 Penalty: 5134.123047
	Iteration 104Q: 3 clusters Score -3455447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3455449.000000 Penalty: 5134.123047
	Iteration 105Q: 3 clusters Score -3455449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3455449.000000 Penalty: 5134.123047
	Iteration 106Q: 3 clusters Score -3455449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3455449.000000 Penalty: 5134.123047
	Iteration 107Q: 3 clusters Score -3455449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3455449.000000 Penalty: 5134.123047
	Iteration 108F: 3 clusters Score -3455449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Entering Unmasked Estep 
Score: -1578004.250000 Penalty: 2354.310059
	Iteration 0F: 2 clusters Score -1578004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1568221.000000 Penalty: 4708.620117
	Iteration 0F: 3 clusters Score -1568221 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1571351.125000 Penalty: 4708.620117
	Iteration 1F: 3 clusters Score -1571351 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1571981.500000 Penalty: 4708.620117
	Iteration 2F: 3 clusters Score -1571982 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1572822.125000 Penalty: 4708.620117
	Iteration 3F: 3 clusters Score -1572822 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1573986.750000 Penalty: 4708.620117
	Iteration 4F: 3 clusters Score -1573987 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1575083.875000 Penalty: 4708.620117
	Iteration 5F: 3 clusters Score -1575084 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1575976.000000 Penalty: 4708.620117
	Iteration 6F: 3 clusters Score -1575976 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1576600.500000 Penalty: 4708.620117
	Iteration 7F: 3 clusters Score -1576600 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1576989.250000 Penalty: 4708.620117
	Iteration 8Q: 3 clusters Score -1576989 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1577310.125000 Penalty: 4708.620117
	Iteration 9Q: 3 clusters Score -1577310 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1577602.625000 Penalty: 4708.620117
	Iteration 10Q: 3 clusters Score -1577603 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1577872.875000 Penalty: 4708.620117
	Iteration 11Q: 3 clusters Score -1577873 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1578167.875000 Penalty: 4708.620117
	Iteration 12Q: 3 clusters Score -1578168 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1578533.375000 Penalty: 4708.620117
	Iteration 13Q: 3 clusters Score -1578533 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1578823.375000 Penalty: 4708.620117
	Iteration 14Q: 3 clusters Score -1578823 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1578967.500000 Penalty: 4708.620117
	Iteration 15Q: 3 clusters Score -1578968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1579038.250000 Penalty: 4708.620117
	Iteration 16Q: 3 clusters Score -1579038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1579086.750000 Penalty: 4708.620117
	Iteration 17Q: 3 clusters Score -1579087 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1579119.125000 Penalty: 4708.620117
	Iteration 18Q: 3 clusters Score -1579119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1579149.750000 Penalty: 4708.620117
	Iteration 19Q: 3 clusters Score -1579150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1579167.250000 Penalty: 4708.620117
	Iteration 20F: 3 clusters Score -1579167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1579180.250000 Penalty: 4708.620117
	Iteration 21Q: 3 clusters Score -1579180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1579186.250000 Penalty: 4708.620117
	Iteration 22Q: 3 clusters Score -1579186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1579195.375000 Penalty: 4708.620117
	Iteration 23Q: 3 clusters Score -1579195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1579199.750000 Penalty: 4708.620117
	Iteration 24Q: 3 clusters Score -1579200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1579201.625000 Penalty: 4708.620117
	Iteration 25Q: 3 clusters Score -1579202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1579203.875000 Penalty: 4708.620117
	Iteration 26Q: 3 clusters Score -1579204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1579206.750000 Penalty: 4708.620117
	Iteration 27Q: 3 clusters Score -1579207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1579205.750000 Penalty: 4708.620117
	Iteration 28Q: 3 clusters Score -1579206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1579206.000000 Penalty: 4708.620117
	Iteration 29Q: 3 clusters Score -1579206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1579207.125000 Penalty: 4708.620117
	Iteration 30Q: 3 clusters Score -1579207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1579207.000000 Penalty: 4708.620117
	Iteration 31Q: 3 clusters Score -1579207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1579205.000000 Penalty: 4708.620117
	Iteration 32Q: 3 clusters Score -1579205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1579207.000000 Penalty: 4708.620117
	Iteration 33Q: 3 clusters Score -1579207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1579207.000000 Penalty: 4708.620117
	Iteration 34F: 3 clusters Score -1579207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 36493 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 14332 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 22514 members 
Mstep: Class 14 contains 31290 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 5972 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 18 contains 5388 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 8880 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 2379 members 
Mstep: Class 26 contains 19217 members 
Mstep: Class 27 contains 14677 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 4473 members 
Mstep: Class 30 contains 2829 members 
Entering Unmasked Estep 
Score: -35695392.000000 Penalty: 94338.273438
Splitting cluster 15 changes total score from -35694592.000000 to -35695392.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (5972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Entering Unmasked Estep 
Score: -664812.187500 Penalty: 2156.319824
	Iteration 0F: 2 clusters Score -664812.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -659672.062500 Penalty: 4312.639648
	Iteration 0F: 3 clusters Score -659672.1 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -661189.500000 Penalty: 4312.639648
	Iteration 1F: 3 clusters Score -661189.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -661580.062500 Penalty: 4312.639648
	Iteration 2F: 3 clusters Score -661580.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -661895.562500 Penalty: 4312.639648
	Iteration 3F: 3 clusters Score -661895.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -662142.875000 Penalty: 4312.639648
	Iteration 4F: 3 clusters Score -662142.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -662364.375000 Penalty: 4312.639648
	Iteration 5F: 3 clusters Score -662364.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -662516.187500 Penalty: 4312.639648
	Iteration 6Q: 3 clusters Score -662516.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -662625.937500 Penalty: 4312.639648
	Iteration 7Q: 3 clusters Score -662625.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -662717.500000 Penalty: 4312.639648
	Iteration 8Q: 3 clusters Score -662717.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -662806.312500 Penalty: 4312.639648
	Iteration 9Q: 3 clusters Score -662806.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -662888.375000 Penalty: 4312.639648
	Iteration 10Q: 3 clusters Score -662888.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -662945.812500 Penalty: 4312.639648
	Iteration 11Q: 3 clusters Score -662945.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -662988.000000 Penalty: 4312.639648
	Iteration 12Q: 3 clusters Score -662988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -663018.625000 Penalty: 4312.639648
	Iteration 13Q: 3 clusters Score -663018.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -663041.812500 Penalty: 4312.639648
	Iteration 14Q: 3 clusters Score -663041.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -663062.687500 Penalty: 4312.639648
	Iteration 15Q: 3 clusters Score -663062.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -663085.687500 Penalty: 4312.639648
	Iteration 16Q: 3 clusters Score -663085.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -663103.062500 Penalty: 4312.639648
	Iteration 17Q: 3 clusters Score -663103.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -663119.312500 Penalty: 4312.639648
	Iteration 18Q: 3 clusters Score -663119.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -663130.312500 Penalty: 4312.639648
	Iteration 19Q: 3 clusters Score -663130.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -663138.625000 Penalty: 4312.639648
	Iteration 20F: 3 clusters Score -663138.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -663147.375000 Penalty: 4312.639648
	Iteration 21Q: 3 clusters Score -663147.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -663156.437500 Penalty: 4312.639648
	Iteration 22Q: 3 clusters Score -663156.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -663163.687500 Penalty: 4312.639648
	Iteration 23Q: 3 clusters Score -663163.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -663170.937500 Penalty: 4312.639648
	Iteration 24Q: 3 clusters Score -663170.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -663174.062500 Penalty: 4312.639648
	Iteration 25Q: 3 clusters Score -663174.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -663180.000000 Penalty: 4312.639648
	Iteration 26Q: 3 clusters Score -663180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -663186.312500 Penalty: 4312.639648
	Iteration 27Q: 3 clusters Score -663186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -663189.937500 Penalty: 4312.639648
	Iteration 28Q: 3 clusters Score -663189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -663194.687500 Penalty: 4312.639648
	Iteration 29Q: 3 clusters Score -663194.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -663199.250000 Penalty: 4312.639648
	Iteration 30Q: 3 clusters Score -663199.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -663203.312500 Penalty: 4312.639648
	Iteration 31Q: 3 clusters Score -663203.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -663205.187500 Penalty: 4312.639648
	Iteration 32Q: 3 clusters Score -663205.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -663210.187500 Penalty: 4312.639648
	Iteration 33Q: 3 clusters Score -663210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -663210.062500 Penalty: 4312.639648
	Iteration 34Q: 3 clusters Score -663210.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -663214.062500 Penalty: 4312.639648
	Iteration 35Q: 3 clusters Score -663214.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -663216.250000 Penalty: 4312.639648
	Iteration 36Q: 3 clusters Score -663216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -663217.375000 Penalty: 4312.639648
	Iteration 37Q: 3 clusters Score -663217.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -663219.625000 Penalty: 4312.639648
	Iteration 38Q: 3 clusters Score -663219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -663222.062500 Penalty: 4312.639648
	Iteration 39Q: 3 clusters Score -663222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -663222.812500 Penalty: 4312.639648
	Iteration 40F: 3 clusters Score -663222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -663222.500000 Penalty: 4312.639648
	Iteration 41Q: 3 clusters Score -663222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -663222.500000 Penalty: 4312.639648
	Iteration 42F: 3 clusters Score -663222.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Entering Unmasked Estep 
Score: -1735798.625000 Penalty: 2375.507080
	Iteration 0F: 2 clusters Score -1735799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1725390.750000 Penalty: 4751.014160
	Iteration 0F: 3 clusters Score -1725391 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1728835.125000 Penalty: 4751.014160
	Iteration 1F: 3 clusters Score -1728835 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1729336.625000 Penalty: 4751.014160
	Iteration 2F: 3 clusters Score -1729337 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1729776.500000 Penalty: 4751.014160
	Iteration 3F: 3 clusters Score -1729776 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1730226.625000 Penalty: 4751.014160
	Iteration 4F: 3 clusters Score -1730227 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1730734.375000 Penalty: 4751.014160
	Iteration 5Q: 3 clusters Score -1730734 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1731278.750000 Penalty: 4751.014160
	Iteration 6Q: 3 clusters Score -1731279 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1731901.500000 Penalty: 4751.014160
	Iteration 7Q: 3 clusters Score -1731902 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1732521.625000 Penalty: 4751.014160
	Iteration 8Q: 3 clusters Score -1732522 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1732942.875000 Penalty: 4751.014160
	Iteration 9Q: 3 clusters Score -1732943 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1733231.875000 Penalty: 4751.014160
	Iteration 10Q: 3 clusters Score -1733232 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1733402.000000 Penalty: 4751.014160
	Iteration 11Q: 3 clusters Score -1733402 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1733536.875000 Penalty: 4751.014160
	Iteration 12Q: 3 clusters Score -1733537 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1733635.875000 Penalty: 4751.014160
	Iteration 13Q: 3 clusters Score -1733636 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1733702.625000 Penalty: 4751.014160
	Iteration 14Q: 3 clusters Score -1733703 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1733759.250000 Penalty: 4751.014160
	Iteration 15Q: 3 clusters Score -1733759 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1733805.250000 Penalty: 4751.014160
	Iteration 16Q: 3 clusters Score -1733805 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1733836.875000 Penalty: 4751.014160
	Iteration 17Q: 3 clusters Score -1733837 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1733862.875000 Penalty: 4751.014160
	Iteration 18Q: 3 clusters Score -1733863 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1733896.000000 Penalty: 4751.014160
	Iteration 19Q: 3 clusters Score -1733896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1733913.875000 Penalty: 4751.014160
	Iteration 20F: 3 clusters Score -1733914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1733932.875000 Penalty: 4751.014160
	Iteration 21Q: 3 clusters Score -1733933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1733943.375000 Penalty: 4751.014160
	Iteration 22Q: 3 clusters Score -1733943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1733946.875000 Penalty: 4751.014160
	Iteration 23Q: 3 clusters Score -1733947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1733948.000000 Penalty: 4751.014160
	Iteration 24Q: 3 clusters Score -1733948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1733953.500000 Penalty: 4751.014160
	Iteration 25Q: 3 clusters Score -1733954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1733957.250000 Penalty: 4751.014160
	Iteration 26Q: 3 clusters Score -1733957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1733959.250000 Penalty: 4751.014160
	Iteration 27Q: 3 clusters Score -1733959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1733963.625000 Penalty: 4751.014160
	Iteration 28Q: 3 clusters Score -1733964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1733963.750000 Penalty: 4751.014160
	Iteration 29Q: 3 clusters Score -1733964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1733964.875000 Penalty: 4751.014160
	Iteration 30Q: 3 clusters Score -1733965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1733966.125000 Penalty: 4751.014160
	Iteration 31Q: 3 clusters Score -1733966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1733965.625000 Penalty: 4751.014160
	Iteration 32Q: 3 clusters Score -1733966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1733965.875000 Penalty: 4751.014160
	Iteration 33Q: 3 clusters Score -1733966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1733963.500000 Penalty: 4751.014160
	Iteration 34Q: 3 clusters Score -1733964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1733966.375000 Penalty: 4751.014160
	Iteration 35Q: 3 clusters Score -1733966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1733965.250000 Penalty: 4751.014160
	Iteration 36Q: 3 clusters Score -1733965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1733966.625000 Penalty: 4751.014160
	Iteration 37Q: 3 clusters Score -1733967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1733969.000000 Penalty: 4751.014160
	Iteration 38Q: 3 clusters Score -1733969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1733969.625000 Penalty: 4751.014160
	Iteration 39Q: 3 clusters Score -1733970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1733973.375000 Penalty: 4751.014160
	Iteration 40F: 3 clusters Score -1733973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1733974.750000 Penalty: 4751.014160
	Iteration 41Q: 3 clusters Score -1733975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1733976.500000 Penalty: 4751.014160
	Iteration 42Q: 3 clusters Score -1733976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1733977.250000 Penalty: 4751.014160
	Iteration 43Q: 3 clusters Score -1733977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1733978.500000 Penalty: 4751.014160
	Iteration 44Q: 3 clusters Score -1733978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1733977.625000 Penalty: 4751.014160
	Iteration 45Q: 3 clusters Score -1733978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1733977.625000 Penalty: 4751.014160
	Iteration 46F: 3 clusters Score -1733978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -641152.625000 Penalty: 2130.798584
	Iteration 0F: 2 clusters Score -641152.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -636362.500000 Penalty: 4261.597168
	Iteration 0F: 3 clusters Score -636362.5 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -637638.562500 Penalty: 4261.597168
	Iteration 1F: 3 clusters Score -637638.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -638079.750000 Penalty: 4261.597168
	Iteration 2F: 3 clusters Score -638079.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -638659.625000 Penalty: 4261.597168
	Iteration 3F: 3 clusters Score -638659.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -639486.562500 Penalty: 4261.597168
	Iteration 4F: 3 clusters Score -639486.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -640490.750000 Penalty: 4261.597168
	Iteration 5F: 3 clusters Score -640490.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -641322.312500 Penalty: 4261.597168
	Iteration 6F: 3 clusters Score -641322.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -641700.125000 Penalty: 4261.597168
	Iteration 7F: 3 clusters Score -641700.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -641859.750000 Penalty: 4261.597168
	Iteration 8Q: 3 clusters Score -641859.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -641931.750000 Penalty: 4261.597168
	Iteration 9Q: 3 clusters Score -641931.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -641970.937500 Penalty: 4261.597168
	Iteration 10Q: 3 clusters Score -641970.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -641995.125000 Penalty: 4261.597168
	Iteration 11Q: 3 clusters Score -641995.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -642013.875000 Penalty: 4261.597168
	Iteration 12Q: 3 clusters Score -642013.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -642030.187500 Penalty: 4261.597168
	Iteration 13Q: 3 clusters Score -642030.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -642042.562500 Penalty: 4261.597168
	Iteration 14Q: 3 clusters Score -642042.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -642050.187500 Penalty: 4261.597168
	Iteration 15Q: 3 clusters Score -642050.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -642057.250000 Penalty: 4261.597168
	Iteration 16Q: 3 clusters Score -642057.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -642072.750000 Penalty: 4261.597168
	Iteration 17Q: 3 clusters Score -642072.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -642083.625000 Penalty: 4261.597168
	Iteration 18Q: 3 clusters Score -642083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -642091.875000 Penalty: 4261.597168
	Iteration 19Q: 3 clusters Score -642091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -642098.062500 Penalty: 4261.597168
	Iteration 20F: 3 clusters Score -642098.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -642105.312500 Penalty: 4261.597168
	Iteration 21Q: 3 clusters Score -642105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -642107.312500 Penalty: 4261.597168
	Iteration 22Q: 3 clusters Score -642107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -642109.125000 Penalty: 4261.597168
	Iteration 23Q: 3 clusters Score -642109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -642110.625000 Penalty: 4261.597168
	Iteration 24Q: 3 clusters Score -642110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -642110.625000 Penalty: 4261.597168
	Iteration 25F: 3 clusters Score -642110.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 36493 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 14332 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 22514 members 
Mstep: Class 14 contains 31290 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 5972 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 18 contains 1572 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 8880 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 2379 members 
Mstep: Class 26 contains 19217 members 
Mstep: Class 27 contains 14677 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 4473 members 
Mstep: Class 30 contains 2829 members 
Mstep: Class 31 contains 3816 members 
Entering Unmasked Estep 
Score: -35695364.000000 Penalty: 97482.882812
Splitting cluster 18 changes total score from -35694592.000000 to -35695364.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (13241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Entering Unmasked Estep 
Score: -1268882.750000 Penalty: 2353.786133
	Iteration 0F: 2 clusters Score -1268883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1259220.625000 Penalty: 4707.572266
	Iteration 0F: 3 clusters Score -1259221 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1262343.750000 Penalty: 4707.572266
	Iteration 1F: 3 clusters Score -1262344 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1262867.125000 Penalty: 4707.572266
	Iteration 2F: 3 clusters Score -1262867 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1263422.875000 Penalty: 4707.572266
	Iteration 3F: 3 clusters Score -1263423 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1264096.875000 Penalty: 4707.572266
	Iteration 4F: 3 clusters Score -1264097 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1264743.875000 Penalty: 4707.572266
	Iteration 5F: 3 clusters Score -1264744 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1265329.750000 Penalty: 4707.572266
	Iteration 6F: 3 clusters Score -1265330 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1265841.875000 Penalty: 4707.572266
	Iteration 7F: 3 clusters Score -1265842 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1266253.625000 Penalty: 4707.572266
	Iteration 8Q: 3 clusters Score -1266254 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1266556.125000 Penalty: 4707.572266
	Iteration 9Q: 3 clusters Score -1266556 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1266814.625000 Penalty: 4707.572266
	Iteration 10Q: 3 clusters Score -1266815 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1267011.750000 Penalty: 4707.572266
	Iteration 11Q: 3 clusters Score -1267012 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1267155.500000 Penalty: 4707.572266
	Iteration 12Q: 3 clusters Score -1267156 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1267250.625000 Penalty: 4707.572266
	Iteration 13Q: 3 clusters Score -1267251 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1267313.750000 Penalty: 4707.572266
	Iteration 14Q: 3 clusters Score -1267314 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1267389.125000 Penalty: 4707.572266
	Iteration 15Q: 3 clusters Score -1267389 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1267447.625000 Penalty: 4707.572266
	Iteration 16Q: 3 clusters Score -1267448 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1267494.125000 Penalty: 4707.572266
	Iteration 17Q: 3 clusters Score -1267494 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1267533.000000 Penalty: 4707.572266
	Iteration 18Q: 3 clusters Score -1267533 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1267579.000000 Penalty: 4707.572266
	Iteration 19Q: 3 clusters Score -1267579 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1267616.625000 Penalty: 4707.572266
	Iteration 20F: 3 clusters Score -1267617 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1267652.750000 Penalty: 4707.572266
	Iteration 21Q: 3 clusters Score -1267653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1267673.750000 Penalty: 4707.572266
	Iteration 22Q: 3 clusters Score -1267674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1267698.625000 Penalty: 4707.572266
	Iteration 23Q: 3 clusters Score -1267699 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1267724.875000 Penalty: 4707.572266
	Iteration 24Q: 3 clusters Score -1267725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1267756.375000 Penalty: 4707.572266
	Iteration 25Q: 3 clusters Score -1267756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1267778.125000 Penalty: 4707.572266
	Iteration 26Q: 3 clusters Score -1267778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1267806.000000 Penalty: 4707.572266
	Iteration 27Q: 3 clusters Score -1267806 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1267836.625000 Penalty: 4707.572266
	Iteration 28Q: 3 clusters Score -1267837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1267862.000000 Penalty: 4707.572266
	Iteration 29Q: 3 clusters Score -1267862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1267875.375000 Penalty: 4707.572266
	Iteration 30Q: 3 clusters Score -1267875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1267886.250000 Penalty: 4707.572266
	Iteration 31Q: 3 clusters Score -1267886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1267900.375000 Penalty: 4707.572266
	Iteration 32Q: 3 clusters Score -1267900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1267912.750000 Penalty: 4707.572266
	Iteration 33Q: 3 clusters Score -1267913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1267922.750000 Penalty: 4707.572266
	Iteration 34Q: 3 clusters Score -1267923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1267930.125000 Penalty: 4707.572266
	Iteration 35Q: 3 clusters Score -1267930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1267940.250000 Penalty: 4707.572266
	Iteration 36Q: 3 clusters Score -1267940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1267946.000000 Penalty: 4707.572266
	Iteration 37Q: 3 clusters Score -1267946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1267947.500000 Penalty: 4707.572266
	Iteration 38Q: 3 clusters Score -1267948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1267951.875000 Penalty: 4707.572266
	Iteration 39Q: 3 clusters Score -1267952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1267955.250000 Penalty: 4707.572266
	Iteration 40F: 3 clusters Score -1267955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1267960.875000 Penalty: 4707.572266
	Iteration 41Q: 3 clusters Score -1267961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1267961.125000 Penalty: 4707.572266
	Iteration 42Q: 3 clusters Score -1267961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1267964.250000 Penalty: 4707.572266
	Iteration 43Q: 3 clusters Score -1267964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1267965.750000 Penalty: 4707.572266
	Iteration 44Q: 3 clusters Score -1267966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1267968.250000 Penalty: 4707.572266
	Iteration 45Q: 3 clusters Score -1267968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1267974.375000 Penalty: 4707.572266
	Iteration 46Q: 3 clusters Score -1267974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1267973.125000 Penalty: 4707.572266
	Iteration 47Q: 3 clusters Score -1267973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1267974.625000 Penalty: 4707.572266
	Iteration 48Q: 3 clusters Score -1267975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1267974.625000 Penalty: 4707.572266
	Iteration 49F: 3 clusters Score -1267975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Entering Unmasked Estep 
Score: -1802205.125000 Penalty: 2383.243896
	Iteration 0F: 2 clusters Score -1802205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1791413.500000 Penalty: 4766.487793
	Iteration 0F: 3 clusters Score -1791414 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1794925.625000 Penalty: 4766.487793
	Iteration 1F: 3 clusters Score -1794926 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1795386.375000 Penalty: 4766.487793
	Iteration 2F: 3 clusters Score -1795386 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1795805.250000 Penalty: 4766.487793
	Iteration 3F: 3 clusters Score -1795805 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1796148.125000 Penalty: 4766.487793
	Iteration 4Q: 3 clusters Score -1796148 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1796485.500000 Penalty: 4766.487793
	Iteration 5Q: 3 clusters Score -1796486 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1796876.875000 Penalty: 4766.487793
	Iteration 6Q: 3 clusters Score -1796877 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1797288.125000 Penalty: 4766.487793
	Iteration 7Q: 3 clusters Score -1797288 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1797841.250000 Penalty: 4766.487793
	Iteration 8F: 3 clusters Score -1797841 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1798520.000000 Penalty: 4766.487793
	Iteration 9F: 3 clusters Score -1798520 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1799172.000000 Penalty: 4766.487793
	Iteration 10F: 3 clusters Score -1799172 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1799800.625000 Penalty: 4766.487793
	Iteration 11F: 3 clusters Score -1799801 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1800357.750000 Penalty: 4766.487793
	Iteration 12Q: 3 clusters Score -1800358 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1800819.750000 Penalty: 4766.487793
	Iteration 13Q: 3 clusters Score -1800820 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1801140.375000 Penalty: 4766.487793
	Iteration 14Q: 3 clusters Score -1801140 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1801356.375000 Penalty: 4766.487793
	Iteration 15Q: 3 clusters Score -1801356 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1801489.125000 Penalty: 4766.487793
	Iteration 16Q: 3 clusters Score -1801489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1801571.625000 Penalty: 4766.487793
	Iteration 17Q: 3 clusters Score -1801572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1801621.500000 Penalty: 4766.487793
	Iteration 18Q: 3 clusters Score -1801622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1801671.375000 Penalty: 4766.487793
	Iteration 19Q: 3 clusters Score -1801671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1801717.500000 Penalty: 4766.487793
	Iteration 20F: 3 clusters Score -1801718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1801734.625000 Penalty: 4766.487793
	Iteration 21Q: 3 clusters Score -1801735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1801745.375000 Penalty: 4766.487793
	Iteration 22Q: 3 clusters Score -1801745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1801755.625000 Penalty: 4766.487793
	Iteration 23Q: 3 clusters Score -1801756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1801765.000000 Penalty: 4766.487793
	Iteration 24Q: 3 clusters Score -1801765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1801764.500000 Penalty: 4766.487793
	Iteration 25Q: 3 clusters Score -1801764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1801764.500000 Penalty: 4766.487793
	Iteration 26F: 3 clusters Score -1801764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Entering Unmasked Estep 
Score: -377148.875000 Penalty: 2003.437622
	Iteration 0F: 2 clusters Score -377148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -373738.125000 Penalty: 4006.875244
	Iteration 0F: 3 clusters Score -373738.1 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -374537.031250 Penalty: 4006.875244
	Iteration 1F: 3 clusters Score -374537 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -374761.875000 Penalty: 4006.875244
	Iteration 2F: 3 clusters Score -374761.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -374963.250000 Penalty: 4006.875244
	Iteration 3F: 3 clusters Score -374963.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -375153.218750 Penalty: 4006.875244
	Iteration 4F: 3 clusters Score -375153.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -375303.281250 Penalty: 4006.875244
	Iteration 5F: 3 clusters Score -375303.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -375422.593750 Penalty: 4006.875244
	Iteration 6Q: 3 clusters Score -375422.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -375523.125000 Penalty: 4006.875244
	Iteration 7Q: 3 clusters Score -375523.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -375595.218750 Penalty: 4006.875244
	Iteration 8Q: 3 clusters Score -375595.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -375660.750000 Penalty: 4006.875244
	Iteration 9Q: 3 clusters Score -375660.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -375702.875000 Penalty: 4006.875244
	Iteration 10Q: 3 clusters Score -375702.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -375753.062500 Penalty: 4006.875244
	Iteration 11Q: 3 clusters Score -375753.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -375800.500000 Penalty: 4006.875244
	Iteration 12Q: 3 clusters Score -375800.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -375834.718750 Penalty: 4006.875244
	Iteration 13Q: 3 clusters Score -375834.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -375857.281250 Penalty: 4006.875244
	Iteration 14Q: 3 clusters Score -375857.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -375867.500000 Penalty: 4006.875244
	Iteration 15Q: 3 clusters Score -375867.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -375876.781250 Penalty: 4006.875244
	Iteration 16Q: 3 clusters Score -375876.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -375884.062500 Penalty: 4006.875244
	Iteration 17Q: 3 clusters Score -375884.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -375890.406250 Penalty: 4006.875244
	Iteration 18Q: 3 clusters Score -375890.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -375894.343750 Penalty: 4006.875244
	Iteration 19Q: 3 clusters Score -375894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -375897.062500 Penalty: 4006.875244
	Iteration 20F: 3 clusters Score -375897.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -375898.437500 Penalty: 4006.875244
	Iteration 21Q: 3 clusters Score -375898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -375899.718750 Penalty: 4006.875244
	Iteration 22Q: 3 clusters Score -375899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -375900.343750 Penalty: 4006.875244
	Iteration 23Q: 3 clusters Score -375900.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -375901.156250 Penalty: 4006.875244
	Iteration 24Q: 3 clusters Score -375901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -375902.000000 Penalty: 4006.875244
	Iteration 25Q: 3 clusters Score -375902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -375903.687500 Penalty: 4006.875244
	Iteration 26Q: 3 clusters Score -375903.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -375904.062500 Penalty: 4006.875244
	Iteration 27Q: 3 clusters Score -375904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -375904.125000 Penalty: 4006.875244
	Iteration 28Q: 3 clusters Score -375904.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -375904.125000 Penalty: 4006.875244
	Iteration 29F: 3 clusters Score -375904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Entering Unmasked Estep 
Score: -1052452.750000 Penalty: 2254.706055
	Iteration 0F: 2 clusters Score -1052453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1045496.000000 Penalty: 4509.412109
	Iteration 0F: 3 clusters Score -1045496 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1047480.375000 Penalty: 4509.412109
	Iteration 1F: 3 clusters Score -1047480 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1047825.562500 Penalty: 4509.412109
	Iteration 2F: 3 clusters Score -1047826 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1048130.937500 Penalty: 4509.412109
	Iteration 3F: 3 clusters Score -1048131 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1048390.437500 Penalty: 4509.412109
	Iteration 4Q: 3 clusters Score -1048390 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1048647.875000 Penalty: 4509.412109
	Iteration 5Q: 3 clusters Score -1048648 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1048892.375000 Penalty: 4509.412109
	Iteration 6Q: 3 clusters Score -1048892 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1049139.875000 Penalty: 4509.412109
	Iteration 7Q: 3 clusters Score -1049140 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1049385.375000 Penalty: 4509.412109
	Iteration 8Q: 3 clusters Score -1049385 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1049738.875000 Penalty: 4509.412109
	Iteration 9Q: 3 clusters Score -1049739 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1050229.250000 Penalty: 4509.412109
	Iteration 10Q: 3 clusters Score -1050229 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1050821.625000 Penalty: 4509.412109
	Iteration 11Q: 3 clusters Score -1050822 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1051310.625000 Penalty: 4509.412109
	Iteration 12Q: 3 clusters Score -1051311 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1051642.625000 Penalty: 4509.412109
	Iteration 13Q: 3 clusters Score -1051643 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1051938.125000 Penalty: 4509.412109
	Iteration 14Q: 3 clusters Score -1051938 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1052251.875000 Penalty: 4509.412109
	Iteration 15Q: 3 clusters Score -1052252 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1052531.000000 Penalty: 4509.412109
	Iteration 16Q: 3 clusters Score -1052531 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1052717.375000 Penalty: 4509.412109
	Iteration 17Q: 3 clusters Score -1052717 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1052817.750000 Penalty: 4509.412109
	Iteration 18Q: 3 clusters Score -1052818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1052853.625000 Penalty: 4509.412109
	Iteration 19Q: 3 clusters Score -1052854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1052866.750000 Penalty: 4509.412109
	Iteration 20F: 3 clusters Score -1052867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1052872.750000 Penalty: 4509.412109
	Iteration 21Q: 3 clusters Score -1052873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1052874.625000 Penalty: 4509.412109
	Iteration 22Q: 3 clusters Score -1052875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1052877.000000 Penalty: 4509.412109
	Iteration 23Q: 3 clusters Score -1052877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1052880.000000 Penalty: 4509.412109
	Iteration 24Q: 3 clusters Score -1052880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1052881.250000 Penalty: 4509.412109
	Iteration 25Q: 3 clusters Score -1052881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1052880.125000 Penalty: 4509.412109
	Iteration 26Q: 3 clusters Score -1052880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1052879.250000 Penalty: 4509.412109
	Iteration 27Q: 3 clusters Score -1052879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1052879.250000 Penalty: 4509.412109
	Iteration 28F: 3 clusters Score -1052879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 36493 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 14332 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 22514 members 
Mstep: Class 14 contains 31290 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 5972 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 18 contains 1572 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 5848 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 2379 members 
Mstep: Class 26 contains 19217 members 
Mstep: Class 27 contains 14677 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 4473 members 
Mstep: Class 30 contains 2829 members 
Mstep: Class 31 contains 3816 members 
Mstep: Class 32 contains 3032 members 
Entering Unmasked Estep 
Score: -35694772.000000 Penalty: 100627.492188
Splitting cluster 22 changes total score from -35694592.000000 to -35694772.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -508432.468750 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -508432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -504406.437500 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -504406.4 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -505371.937500 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -505371.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -505556.031250 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -505556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -505678.000000 Penalty: 4145.316895
	Iteration 3Q: 3 clusters Score -505678 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -505758.312500 Penalty: 4145.316895
	Iteration 4Q: 3 clusters Score -505758.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -505822.906250 Penalty: 4145.316895
	Iteration 5Q: 3 clusters Score -505822.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -505881.562500 Penalty: 4145.316895
	Iteration 6Q: 3 clusters Score -505881.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -505943.125000 Penalty: 4145.316895
	Iteration 7Q: 3 clusters Score -505943.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -506014.218750 Penalty: 4145.316895
	Iteration 8Q: 3 clusters Score -506014.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -506083.281250 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -506083.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -506142.906250 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -506142.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -506232.625000 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -506232.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -506340.531250 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -506340.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -506442.906250 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -506442.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -506556.031250 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -506556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -506662.406250 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -506662.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -506744.781250 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -506744.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -506813.812500 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -506813.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -506882.281250 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -506882.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -506934.125000 Penalty: 4145.316895
	Iteration 19Q: 3 clusters Score -506934.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -506975.625000 Penalty: 4145.316895
	Iteration 20F: 3 clusters Score -506975.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -507019.875000 Penalty: 4145.316895
	Iteration 21Q: 3 clusters Score -507019.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -507055.468750 Penalty: 4145.316895
	Iteration 22Q: 3 clusters Score -507055.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -507109.000000 Penalty: 4145.316895
	Iteration 23Q: 3 clusters Score -507109 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -507169.718750 Penalty: 4145.316895
	Iteration 24Q: 3 clusters Score -507169.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -507245.625000 Penalty: 4145.316895
	Iteration 25Q: 3 clusters Score -507245.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -507337.468750 Penalty: 4145.316895
	Iteration 26Q: 3 clusters Score -507337.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -507451.312500 Penalty: 4145.316895
	Iteration 27Q: 3 clusters Score -507451.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -507568.843750 Penalty: 4145.316895
	Iteration 28Q: 3 clusters Score -507568.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -507664.468750 Penalty: 4145.316895
	Iteration 29Q: 3 clusters Score -507664.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -507728.125000 Penalty: 4145.316895
	Iteration 30Q: 3 clusters Score -507728.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -507786.531250 Penalty: 4145.316895
	Iteration 31Q: 3 clusters Score -507786.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -507825.156250 Penalty: 4145.316895
	Iteration 32Q: 3 clusters Score -507825.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -507843.968750 Penalty: 4145.316895
	Iteration 33Q: 3 clusters Score -507844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -507850.125000 Penalty: 4145.316895
	Iteration 34Q: 3 clusters Score -507850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -507853.875000 Penalty: 4145.316895
	Iteration 35Q: 3 clusters Score -507853.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -507856.875000 Penalty: 4145.316895
	Iteration 36Q: 3 clusters Score -507856.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -507858.468750 Penalty: 4145.316895
	Iteration 37Q: 3 clusters Score -507858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -507859.437500 Penalty: 4145.316895
	Iteration 38Q: 3 clusters Score -507859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -507861.281250 Penalty: 4145.316895
	Iteration 39Q: 3 clusters Score -507861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -507862.093750 Penalty: 4145.316895
	Iteration 40F: 3 clusters Score -507862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -507862.843750 Penalty: 4145.316895
	Iteration 41Q: 3 clusters Score -507862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -507864.218750 Penalty: 4145.316895
	Iteration 42Q: 3 clusters Score -507864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -507865.468750 Penalty: 4145.316895
	Iteration 43Q: 3 clusters Score -507865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -507865.406250 Penalty: 4145.316895
	Iteration 44Q: 3 clusters Score -507865.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -507865.406250 Penalty: 4145.316895
	Iteration 45F: 3 clusters Score -507865.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Entering Unmasked Estep 
Score: -631726.312500 Penalty: 2122.419678
	Iteration 0F: 2 clusters Score -631726.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -627060.812500 Penalty: 4244.839355
	Iteration 0F: 3 clusters Score -627060.8 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -628176.625000 Penalty: 4244.839355
	Iteration 1F: 3 clusters Score -628176.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -628404.375000 Penalty: 4244.839355
	Iteration 2F: 3 clusters Score -628404.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -628522.375000 Penalty: 4244.839355
	Iteration 3Q: 3 clusters Score -628522.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -628604.812500 Penalty: 4244.839355
	Iteration 4Q: 3 clusters Score -628604.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -628656.312500 Penalty: 4244.839355
	Iteration 5Q: 3 clusters Score -628656.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -628704.125000 Penalty: 4244.839355
	Iteration 6Q: 3 clusters Score -628704.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -628748.437500 Penalty: 4244.839355
	Iteration 7Q: 3 clusters Score -628748.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -628790.625000 Penalty: 4244.839355
	Iteration 8Q: 3 clusters Score -628790.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -628832.125000 Penalty: 4244.839355
	Iteration 9Q: 3 clusters Score -628832.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -628880.437500 Penalty: 4244.839355
	Iteration 10Q: 3 clusters Score -628880.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -628928.687500 Penalty: 4244.839355
	Iteration 11Q: 3 clusters Score -628928.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -628977.312500 Penalty: 4244.839355
	Iteration 12Q: 3 clusters Score -628977.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -629041.000000 Penalty: 4244.839355
	Iteration 13Q: 3 clusters Score -629041 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -629116.750000 Penalty: 4244.839355
	Iteration 14Q: 3 clusters Score -629116.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -629198.312500 Penalty: 4244.839355
	Iteration 15Q: 3 clusters Score -629198.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -629270.250000 Penalty: 4244.839355
	Iteration 16Q: 3 clusters Score -629270.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -629346.312500 Penalty: 4244.839355
	Iteration 17Q: 3 clusters Score -629346.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -629407.312500 Penalty: 4244.839355
	Iteration 18Q: 3 clusters Score -629407.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -629467.875000 Penalty: 4244.839355
	Iteration 19Q: 3 clusters Score -629467.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -629506.312500 Penalty: 4244.839355
	Iteration 20F: 3 clusters Score -629506.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -629543.000000 Penalty: 4244.839355
	Iteration 21Q: 3 clusters Score -629543 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -629576.875000 Penalty: 4244.839355
	Iteration 22Q: 3 clusters Score -629576.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -629598.625000 Penalty: 4244.839355
	Iteration 23Q: 3 clusters Score -629598.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -629620.625000 Penalty: 4244.839355
	Iteration 24Q: 3 clusters Score -629620.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -629641.062500 Penalty: 4244.839355
	Iteration 25Q: 3 clusters Score -629641.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -629663.437500 Penalty: 4244.839355
	Iteration 26Q: 3 clusters Score -629663.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -629677.750000 Penalty: 4244.839355
	Iteration 27Q: 3 clusters Score -629677.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -629692.812500 Penalty: 4244.839355
	Iteration 28Q: 3 clusters Score -629692.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -629702.187500 Penalty: 4244.839355
	Iteration 29Q: 3 clusters Score -629702.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -629716.937500 Penalty: 4244.839355
	Iteration 30Q: 3 clusters Score -629716.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -629726.000000 Penalty: 4244.839355
	Iteration 31Q: 3 clusters Score -629726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -629733.375000 Penalty: 4244.839355
	Iteration 32Q: 3 clusters Score -629733.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -629741.250000 Penalty: 4244.839355
	Iteration 33Q: 3 clusters Score -629741.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -629745.875000 Penalty: 4244.839355
	Iteration 34Q: 3 clusters Score -629745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -629752.312500 Penalty: 4244.839355
	Iteration 35Q: 3 clusters Score -629752.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -629757.125000 Penalty: 4244.839355
	Iteration 36Q: 3 clusters Score -629757.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -629766.312500 Penalty: 4244.839355
	Iteration 37Q: 3 clusters Score -629766.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -629771.375000 Penalty: 4244.839355
	Iteration 38Q: 3 clusters Score -629771.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -629775.937500 Penalty: 4244.839355
	Iteration 39Q: 3 clusters Score -629775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -629776.250000 Penalty: 4244.839355
	Iteration 40F: 3 clusters Score -629776.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -629778.500000 Penalty: 4244.839355
	Iteration 41Q: 3 clusters Score -629778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -629780.500000 Penalty: 4244.839355
	Iteration 42Q: 3 clusters Score -629780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -629779.312500 Penalty: 4244.839355
	Iteration 43Q: 3 clusters Score -629779.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -629781.437500 Penalty: 4244.839355
	Iteration 44Q: 3 clusters Score -629781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -629781.437500 Penalty: 4244.839355
	Iteration 45F: 3 clusters Score -629781.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -181206.250000 Penalty: 1928.060059
	Iteration 0F: 2 clusters Score -181206.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -178374.734375 Penalty: 3856.120117
	Iteration 0F: 3 clusters Score -178374.7 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -178938.593750 Penalty: 3856.120117
	Iteration 1F: 3 clusters Score -178938.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -179110.250000 Penalty: 3856.120117
	Iteration 2F: 3 clusters Score -179110.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -179236.562500 Penalty: 3856.120117
	Iteration 3Q: 3 clusters Score -179236.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -179362.984375 Penalty: 3856.120117
	Iteration 4Q: 3 clusters Score -179363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -179476.234375 Penalty: 3856.120117
	Iteration 5Q: 3 clusters Score -179476.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -179584.359375 Penalty: 3856.120117
	Iteration 6Q: 3 clusters Score -179584.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -179732.515625 Penalty: 3856.120117
	Iteration 7Q: 3 clusters Score -179732.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -179900.843750 Penalty: 3856.120117
	Iteration 8Q: 3 clusters Score -179900.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -180066.062500 Penalty: 3856.120117
	Iteration 9Q: 3 clusters Score -180066.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -180194.671875 Penalty: 3856.120117
	Iteration 10Q: 3 clusters Score -180194.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -180304.234375 Penalty: 3856.120117
	Iteration 11Q: 3 clusters Score -180304.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -180384.468750 Penalty: 3856.120117
	Iteration 12Q: 3 clusters Score -180384.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -180425.765625 Penalty: 3856.120117
	Iteration 13Q: 3 clusters Score -180425.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -180458.156250 Penalty: 3856.120117
	Iteration 14Q: 3 clusters Score -180458.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -180475.375000 Penalty: 3856.120117
	Iteration 15Q: 3 clusters Score -180475.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -180485.156250 Penalty: 3856.120117
	Iteration 16Q: 3 clusters Score -180485.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -180491.828125 Penalty: 3856.120117
	Iteration 17Q: 3 clusters Score -180491.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -180498.656250 Penalty: 3856.120117
	Iteration 18Q: 3 clusters Score -180498.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -180503.734375 Penalty: 3856.120117
	Iteration 19Q: 3 clusters Score -180503.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -180507.781250 Penalty: 3856.120117
	Iteration 20F: 3 clusters Score -180507.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -180514.250000 Penalty: 3856.120117
	Iteration 21Q: 3 clusters Score -180514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -180521.953125 Penalty: 3856.120117
	Iteration 22Q: 3 clusters Score -180522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -180527.687500 Penalty: 3856.120117
	Iteration 23Q: 3 clusters Score -180527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -180528.359375 Penalty: 3856.120117
	Iteration 24Q: 3 clusters Score -180528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -180532.625000 Penalty: 3856.120117
	Iteration 25Q: 3 clusters Score -180532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -180535.796875 Penalty: 3856.120117
	Iteration 26Q: 3 clusters Score -180535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -180538.359375 Penalty: 3856.120117
	Iteration 27Q: 3 clusters Score -180538.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -180541.390625 Penalty: 3856.120117
	Iteration 28Q: 3 clusters Score -180541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -180548.515625 Penalty: 3856.120117
	Iteration 29Q: 3 clusters Score -180548.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -180550.671875 Penalty: 3856.120117
	Iteration 30Q: 3 clusters Score -180550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -180551.031250 Penalty: 3856.120117
	Iteration 31Q: 3 clusters Score -180551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -180551.421875 Penalty: 3856.120117
	Iteration 32Q: 3 clusters Score -180551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -180551.421875 Penalty: 3856.120117
	Iteration 33F: 3 clusters Score -180551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (19217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Entering Unmasked Estep 
Score: -2329195.500000 Penalty: 2446.160400
	Iteration 0F: 2 clusters Score -2329196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2315624.250000 Penalty: 4892.320801
	Iteration 0F: 3 clusters Score -2315624 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2320173.750000 Penalty: 4892.320801
	Iteration 1F: 3 clusters Score -2320174 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2320525.000000 Penalty: 4892.320801
	Iteration 2F: 3 clusters Score -2320525 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2320797.500000 Penalty: 4892.320801
	Iteration 3Q: 3 clusters Score -2320798 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2321023.000000 Penalty: 4892.320801
	Iteration 4Q: 3 clusters Score -2321023 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2321260.250000 Penalty: 4892.320801
	Iteration 5Q: 3 clusters Score -2321260 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2321469.000000 Penalty: 4892.320801
	Iteration 6Q: 3 clusters Score -2321469 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2321758.250000 Penalty: 4892.320801
	Iteration 7Q: 3 clusters Score -2321758 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2322088.000000 Penalty: 4892.320801
	Iteration 8Q: 3 clusters Score -2322088 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2322446.750000 Penalty: 4892.320801
	Iteration 9Q: 3 clusters Score -2322447 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2322823.500000 Penalty: 4892.320801
	Iteration 10Q: 3 clusters Score -2322824 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2323269.250000 Penalty: 4892.320801
	Iteration 11Q: 3 clusters Score -2323269 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2323714.250000 Penalty: 4892.320801
	Iteration 12Q: 3 clusters Score -2323714 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2324168.000000 Penalty: 4892.320801
	Iteration 13Q: 3 clusters Score -2324168 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2324524.750000 Penalty: 4892.320801
	Iteration 14Q: 3 clusters Score -2324525 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2324845.250000 Penalty: 4892.320801
	Iteration 15Q: 3 clusters Score -2324845 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2325076.500000 Penalty: 4892.320801
	Iteration 16Q: 3 clusters Score -2325076 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2325255.500000 Penalty: 4892.320801
	Iteration 17Q: 3 clusters Score -2325256 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2325381.500000 Penalty: 4892.320801
	Iteration 18Q: 3 clusters Score -2325382 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2325465.000000 Penalty: 4892.320801
	Iteration 19Q: 3 clusters Score -2325465 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2325523.000000 Penalty: 4892.320801
	Iteration 20F: 3 clusters Score -2325523 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2325550.500000 Penalty: 4892.320801
	Iteration 21Q: 3 clusters Score -2325550 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2325582.000000 Penalty: 4892.320801
	Iteration 22Q: 3 clusters Score -2325582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2325600.750000 Penalty: 4892.320801
	Iteration 23Q: 3 clusters Score -2325601 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2325611.750000 Penalty: 4892.320801
	Iteration 24Q: 3 clusters Score -2325612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2325624.500000 Penalty: 4892.320801
	Iteration 25Q: 3 clusters Score -2325624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2325638.750000 Penalty: 4892.320801
	Iteration 26Q: 3 clusters Score -2325639 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2325650.000000 Penalty: 4892.320801
	Iteration 27Q: 3 clusters Score -2325650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2325653.250000 Penalty: 4892.320801
	Iteration 28Q: 3 clusters Score -2325653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2325657.500000 Penalty: 4892.320801
	Iteration 29Q: 3 clusters Score -2325658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2325660.500000 Penalty: 4892.320801
	Iteration 30Q: 3 clusters Score -2325660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2325666.250000 Penalty: 4892.320801
	Iteration 31Q: 3 clusters Score -2325666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2325664.250000 Penalty: 4892.320801
	Iteration 32Q: 3 clusters Score -2325664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2325670.750000 Penalty: 4892.320801
	Iteration 33Q: 3 clusters Score -2325671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2325667.000000 Penalty: 4892.320801
	Iteration 34Q: 3 clusters Score -2325667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2325671.500000 Penalty: 4892.320801
	Iteration 35Q: 3 clusters Score -2325672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2325680.000000 Penalty: 4892.320801
	Iteration 36Q: 3 clusters Score -2325680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2325681.500000 Penalty: 4892.320801
	Iteration 37Q: 3 clusters Score -2325682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2325679.000000 Penalty: 4892.320801
	Iteration 38Q: 3 clusters Score -2325679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2325676.750000 Penalty: 4892.320801
	Iteration 39Q: 3 clusters Score -2325677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2325682.500000 Penalty: 4892.320801
	Iteration 40F: 3 clusters Score -2325682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2325689.750000 Penalty: 4892.320801
	Iteration 41Q: 3 clusters Score -2325690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2325691.000000 Penalty: 4892.320801
	Iteration 42Q: 3 clusters Score -2325691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2325698.000000 Penalty: 4892.320801
	Iteration 43Q: 3 clusters Score -2325698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2325699.750000 Penalty: 4892.320801
	Iteration 44Q: 3 clusters Score -2325700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2325700.500000 Penalty: 4892.320801
	Iteration 45Q: 3 clusters Score -2325700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2325705.000000 Penalty: 4892.320801
	Iteration 46Q: 3 clusters Score -2325705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2325710.000000 Penalty: 4892.320801
	Iteration 47Q: 3 clusters Score -2325710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2325719.750000 Penalty: 4892.320801
	Iteration 48Q: 3 clusters Score -2325720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2325723.000000 Penalty: 4892.320801
	Iteration 49Q: 3 clusters Score -2325723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2325729.000000 Penalty: 4892.320801
	Iteration 50Q: 3 clusters Score -2325729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2325723.500000 Penalty: 4892.320801
	Iteration 51Q: 3 clusters Score -2325724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2325734.750000 Penalty: 4892.320801
	Iteration 52Q: 3 clusters Score -2325735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2325735.000000 Penalty: 4892.320801
	Iteration 53Q: 3 clusters Score -2325735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2325731.250000 Penalty: 4892.320801
	Iteration 54Q: 3 clusters Score -2325731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2325735.500000 Penalty: 4892.320801
	Iteration 55Q: 3 clusters Score -2325736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2325733.000000 Penalty: 4892.320801
	Iteration 56Q: 3 clusters Score -2325733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2325737.500000 Penalty: 4892.320801
	Iteration 57Q: 3 clusters Score -2325738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2325746.250000 Penalty: 4892.320801
	Iteration 58Q: 3 clusters Score -2325746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2325744.250000 Penalty: 4892.320801
	Iteration 59Q: 3 clusters Score -2325744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2325742.000000 Penalty: 4892.320801
	Iteration 60F: 3 clusters Score -2325742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2325749.250000 Penalty: 4892.320801
	Iteration 61Q: 3 clusters Score -2325749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2325757.250000 Penalty: 4892.320801
	Iteration 62Q: 3 clusters Score -2325757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2325760.750000 Penalty: 4892.320801
	Iteration 63Q: 3 clusters Score -2325761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2325765.500000 Penalty: 4892.320801
	Iteration 64Q: 3 clusters Score -2325766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2325772.500000 Penalty: 4892.320801
	Iteration 65Q: 3 clusters Score -2325772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2325781.000000 Penalty: 4892.320801
	Iteration 66Q: 3 clusters Score -2325781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2325784.000000 Penalty: 4892.320801
	Iteration 67Q: 3 clusters Score -2325784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2325798.500000 Penalty: 4892.320801
	Iteration 68Q: 3 clusters Score -2325798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2325810.750000 Penalty: 4892.320801
	Iteration 69Q: 3 clusters Score -2325811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2325821.000000 Penalty: 4892.320801
	Iteration 70Q: 3 clusters Score -2325821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2325839.500000 Penalty: 4892.320801
	Iteration 71Q: 3 clusters Score -2325840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2325850.500000 Penalty: 4892.320801
	Iteration 72Q: 3 clusters Score -2325850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2325860.250000 Penalty: 4892.320801
	Iteration 73Q: 3 clusters Score -2325860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2325874.250000 Penalty: 4892.320801
	Iteration 74Q: 3 clusters Score -2325874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2325878.750000 Penalty: 4892.320801
	Iteration 75Q: 3 clusters Score -2325879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2325890.250000 Penalty: 4892.320801
	Iteration 76Q: 3 clusters Score -2325890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2325905.000000 Penalty: 4892.320801
	Iteration 77Q: 3 clusters Score -2325905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2325910.000000 Penalty: 4892.320801
	Iteration 78Q: 3 clusters Score -2325910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2325918.250000 Penalty: 4892.320801
	Iteration 79Q: 3 clusters Score -2325918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2325934.500000 Penalty: 4892.320801
	Iteration 80F: 3 clusters Score -2325934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2325947.250000 Penalty: 4892.320801
	Iteration 81Q: 3 clusters Score -2325947 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2325959.750000 Penalty: 4892.320801
	Iteration 82Q: 3 clusters Score -2325960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2325980.250000 Penalty: 4892.320801
	Iteration 83Q: 3 clusters Score -2325980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2325995.750000 Penalty: 4892.320801
	Iteration 84Q: 3 clusters Score -2325996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2326003.750000 Penalty: 4892.320801
	Iteration 85Q: 3 clusters Score -2326004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2326020.500000 Penalty: 4892.320801
	Iteration 86Q: 3 clusters Score -2326020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2326032.500000 Penalty: 4892.320801
	Iteration 87Q: 3 clusters Score -2326032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2326043.750000 Penalty: 4892.320801
	Iteration 88Q: 3 clusters Score -2326044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2326064.500000 Penalty: 4892.320801
	Iteration 89Q: 3 clusters Score -2326064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2326087.750000 Penalty: 4892.320801
	Iteration 90Q: 3 clusters Score -2326088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2326122.000000 Penalty: 4892.320801
	Iteration 91Q: 3 clusters Score -2326122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2326151.000000 Penalty: 4892.320801
	Iteration 92Q: 3 clusters Score -2326151 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2326196.000000 Penalty: 4892.320801
	Iteration 93Q: 3 clusters Score -2326196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2326223.750000 Penalty: 4892.320801
	Iteration 94Q: 3 clusters Score -2326224 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2326261.250000 Penalty: 4892.320801
	Iteration 95Q: 3 clusters Score -2326261 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2326316.250000 Penalty: 4892.320801
	Iteration 96Q: 3 clusters Score -2326316 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2326374.500000 Penalty: 4892.320801
	Iteration 97Q: 3 clusters Score -2326374 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2326427.750000 Penalty: 4892.320801
	Iteration 98Q: 3 clusters Score -2326428 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2326486.000000 Penalty: 4892.320801
	Iteration 99Q: 3 clusters Score -2326486 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2326541.250000 Penalty: 4892.320801
	Iteration 100F: 3 clusters Score -2326541 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2326595.250000 Penalty: 4892.320801
	Iteration 101Q: 3 clusters Score -2326595 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2326646.000000 Penalty: 4892.320801
	Iteration 102Q: 3 clusters Score -2326646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2326680.500000 Penalty: 4892.320801
	Iteration 103Q: 3 clusters Score -2326680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2326716.000000 Penalty: 4892.320801
	Iteration 104Q: 3 clusters Score -2326716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2326761.500000 Penalty: 4892.320801
	Iteration 105Q: 3 clusters Score -2326762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2326795.000000 Penalty: 4892.320801
	Iteration 106Q: 3 clusters Score -2326795 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2326825.000000 Penalty: 4892.320801
	Iteration 107Q: 3 clusters Score -2326825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2326839.000000 Penalty: 4892.320801
	Iteration 108Q: 3 clusters Score -2326839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2326858.000000 Penalty: 4892.320801
	Iteration 109Q: 3 clusters Score -2326858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2326870.250000 Penalty: 4892.320801
	Iteration 110Q: 3 clusters Score -2326870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2326889.750000 Penalty: 4892.320801
	Iteration 111Q: 3 clusters Score -2326890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2326903.750000 Penalty: 4892.320801
	Iteration 112Q: 3 clusters Score -2326904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2326922.500000 Penalty: 4892.320801
	Iteration 113Q: 3 clusters Score -2326922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2326931.750000 Penalty: 4892.320801
	Iteration 114Q: 3 clusters Score -2326932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2326950.500000 Penalty: 4892.320801
	Iteration 115Q: 3 clusters Score -2326950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2326957.250000 Penalty: 4892.320801
	Iteration 116Q: 3 clusters Score -2326957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2326973.250000 Penalty: 4892.320801
	Iteration 117Q: 3 clusters Score -2326973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2326980.250000 Penalty: 4892.320801
	Iteration 118Q: 3 clusters Score -2326980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2326988.250000 Penalty: 4892.320801
	Iteration 119Q: 3 clusters Score -2326988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2326992.000000 Penalty: 4892.320801
	Iteration 120F: 3 clusters Score -2326992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2327008.500000 Penalty: 4892.320801
	Iteration 121Q: 3 clusters Score -2327008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2327007.000000 Penalty: 4892.320801
	Iteration 122Q: 3 clusters Score -2327007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2327010.250000 Penalty: 4892.320801
	Iteration 123Q: 3 clusters Score -2327010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2327012.500000 Penalty: 4892.320801
	Iteration 124Q: 3 clusters Score -2327012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2327019.000000 Penalty: 4892.320801
	Iteration 125Q: 3 clusters Score -2327019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2327018.250000 Penalty: 4892.320801
	Iteration 126Q: 3 clusters Score -2327018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2327023.750000 Penalty: 4892.320801
	Iteration 127Q: 3 clusters Score -2327024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2327028.500000 Penalty: 4892.320801
	Iteration 128Q: 3 clusters Score -2327028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2327035.000000 Penalty: 4892.320801
	Iteration 129Q: 3 clusters Score -2327035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2327041.000000 Penalty: 4892.320801
	Iteration 130Q: 3 clusters Score -2327041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2327047.000000 Penalty: 4892.320801
	Iteration 131Q: 3 clusters Score -2327047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2327062.750000 Penalty: 4892.320801
	Iteration 132Q: 3 clusters Score -2327063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2327070.250000 Penalty: 4892.320801
	Iteration 133Q: 3 clusters Score -2327070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2327084.000000 Penalty: 4892.320801
	Iteration 134Q: 3 clusters Score -2327084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2327090.500000 Penalty: 4892.320801
	Iteration 135Q: 3 clusters Score -2327090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2327096.250000 Penalty: 4892.320801
	Iteration 136Q: 3 clusters Score -2327096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2327100.750000 Penalty: 4892.320801
	Iteration 137Q: 3 clusters Score -2327101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2327107.500000 Penalty: 4892.320801
	Iteration 138Q: 3 clusters Score -2327108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2327116.000000 Penalty: 4892.320801
	Iteration 139Q: 3 clusters Score -2327116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2327120.250000 Penalty: 4892.320801
	Iteration 140F: 3 clusters Score -2327120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2327121.250000 Penalty: 4892.320801
	Iteration 141Q: 3 clusters Score -2327121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2327124.500000 Penalty: 4892.320801
	Iteration 142Q: 3 clusters Score -2327124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2327124.000000 Penalty: 4892.320801
	Iteration 143Q: 3 clusters Score -2327124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2327122.750000 Penalty: 4892.320801
	Iteration 144Q: 3 clusters Score -2327123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2327127.500000 Penalty: 4892.320801
	Iteration 145Q: 3 clusters Score -2327128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2327129.250000 Penalty: 4892.320801
	Iteration 146Q: 3 clusters Score -2327129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2327128.750000 Penalty: 4892.320801
	Iteration 147Q: 3 clusters Score -2327129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2327134.250000 Penalty: 4892.320801
	Iteration 148Q: 3 clusters Score -2327134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2327135.750000 Penalty: 4892.320801
	Iteration 149Q: 3 clusters Score -2327136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2327135.750000 Penalty: 4892.320801
	Iteration 150F: 3 clusters Score -2327136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Entering Unmasked Estep 
Score: -1736218.750000 Penalty: 2379.321289
	Iteration 0F: 2 clusters Score -1736219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1725483.125000 Penalty: 4758.642578
	Iteration 0F: 3 clusters Score -1725483 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1728925.500000 Penalty: 4758.642578
	Iteration 1F: 3 clusters Score -1728926 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1729297.750000 Penalty: 4758.642578
	Iteration 2F: 3 clusters Score -1729298 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1729623.875000 Penalty: 4758.642578
	Iteration 3Q: 3 clusters Score -1729624 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1729921.500000 Penalty: 4758.642578
	Iteration 4Q: 3 clusters Score -1729922 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1730202.250000 Penalty: 4758.642578
	Iteration 5Q: 3 clusters Score -1730202 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1730499.125000 Penalty: 4758.642578
	Iteration 6Q: 3 clusters Score -1730499 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1730794.625000 Penalty: 4758.642578
	Iteration 7Q: 3 clusters Score -1730795 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1731086.000000 Penalty: 4758.642578
	Iteration 8Q: 3 clusters Score -1731086 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1731408.250000 Penalty: 4758.642578
	Iteration 9Q: 3 clusters Score -1731408 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1731709.125000 Penalty: 4758.642578
	Iteration 10Q: 3 clusters Score -1731709 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1731979.375000 Penalty: 4758.642578
	Iteration 11Q: 3 clusters Score -1731979 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1732223.375000 Penalty: 4758.642578
	Iteration 12Q: 3 clusters Score -1732223 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1732429.000000 Penalty: 4758.642578
	Iteration 13Q: 3 clusters Score -1732429 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1732625.500000 Penalty: 4758.642578
	Iteration 14Q: 3 clusters Score -1732626 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1732839.250000 Penalty: 4758.642578
	Iteration 15Q: 3 clusters Score -1732839 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1733046.750000 Penalty: 4758.642578
	Iteration 16Q: 3 clusters Score -1733047 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1733310.125000 Penalty: 4758.642578
	Iteration 17Q: 3 clusters Score -1733310 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1733631.625000 Penalty: 4758.642578
	Iteration 18Q: 3 clusters Score -1733632 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1733944.125000 Penalty: 4758.642578
	Iteration 19Q: 3 clusters Score -1733944 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1734162.500000 Penalty: 4758.642578
	Iteration 20F: 3 clusters Score -1734162 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1734359.000000 Penalty: 4758.642578
	Iteration 21Q: 3 clusters Score -1734359 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1734521.750000 Penalty: 4758.642578
	Iteration 22Q: 3 clusters Score -1734522 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1734661.625000 Penalty: 4758.642578
	Iteration 23Q: 3 clusters Score -1734662 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1734764.000000 Penalty: 4758.642578
	Iteration 24Q: 3 clusters Score -1734764 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1734832.250000 Penalty: 4758.642578
	Iteration 25Q: 3 clusters Score -1734832 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1734896.375000 Penalty: 4758.642578
	Iteration 26Q: 3 clusters Score -1734896 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1734952.875000 Penalty: 4758.642578
	Iteration 27Q: 3 clusters Score -1734953 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1734995.125000 Penalty: 4758.642578
	Iteration 28Q: 3 clusters Score -1734995 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1735034.250000 Penalty: 4758.642578
	Iteration 29Q: 3 clusters Score -1735034 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1735075.875000 Penalty: 4758.642578
	Iteration 30Q: 3 clusters Score -1735076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1735106.500000 Penalty: 4758.642578
	Iteration 31Q: 3 clusters Score -1735106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1735133.125000 Penalty: 4758.642578
	Iteration 32Q: 3 clusters Score -1735133 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1735155.750000 Penalty: 4758.642578
	Iteration 33Q: 3 clusters Score -1735156 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1735184.125000 Penalty: 4758.642578
	Iteration 34Q: 3 clusters Score -1735184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1735209.125000 Penalty: 4758.642578
	Iteration 35Q: 3 clusters Score -1735209 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1735224.875000 Penalty: 4758.642578
	Iteration 36Q: 3 clusters Score -1735225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1735239.375000 Penalty: 4758.642578
	Iteration 37Q: 3 clusters Score -1735239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1735253.375000 Penalty: 4758.642578
	Iteration 38Q: 3 clusters Score -1735253 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1735264.500000 Penalty: 4758.642578
	Iteration 39Q: 3 clusters Score -1735264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1735277.875000 Penalty: 4758.642578
	Iteration 40F: 3 clusters Score -1735278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1735288.750000 Penalty: 4758.642578
	Iteration 41Q: 3 clusters Score -1735289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1735296.500000 Penalty: 4758.642578
	Iteration 42Q: 3 clusters Score -1735296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1735306.250000 Penalty: 4758.642578
	Iteration 43Q: 3 clusters Score -1735306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1735310.500000 Penalty: 4758.642578
	Iteration 44Q: 3 clusters Score -1735310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1735316.875000 Penalty: 4758.642578
	Iteration 45Q: 3 clusters Score -1735317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1735326.500000 Penalty: 4758.642578
	Iteration 46Q: 3 clusters Score -1735326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1735331.125000 Penalty: 4758.642578
	Iteration 47Q: 3 clusters Score -1735331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1735334.375000 Penalty: 4758.642578
	Iteration 48Q: 3 clusters Score -1735334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1735336.375000 Penalty: 4758.642578
	Iteration 49Q: 3 clusters Score -1735336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1735344.000000 Penalty: 4758.642578
	Iteration 50Q: 3 clusters Score -1735344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1735349.375000 Penalty: 4758.642578
	Iteration 51Q: 3 clusters Score -1735349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1735361.500000 Penalty: 4758.642578
	Iteration 52Q: 3 clusters Score -1735362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1735367.875000 Penalty: 4758.642578
	Iteration 53Q: 3 clusters Score -1735368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1735367.000000 Penalty: 4758.642578
	Iteration 54Q: 3 clusters Score -1735367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1735365.750000 Penalty: 4758.642578
	Iteration 55Q: 3 clusters Score -1735366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1735369.875000 Penalty: 4758.642578
	Iteration 56Q: 3 clusters Score -1735370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1735377.250000 Penalty: 4758.642578
	Iteration 57Q: 3 clusters Score -1735377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1735377.375000 Penalty: 4758.642578
	Iteration 58Q: 3 clusters Score -1735377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1735380.375000 Penalty: 4758.642578
	Iteration 59Q: 3 clusters Score -1735380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1735385.750000 Penalty: 4758.642578
	Iteration 60F: 3 clusters Score -1735386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1735384.875000 Penalty: 4758.642578
	Iteration 61Q: 3 clusters Score -1735385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1735390.125000 Penalty: 4758.642578
	Iteration 62Q: 3 clusters Score -1735390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1735396.500000 Penalty: 4758.642578
	Iteration 63Q: 3 clusters Score -1735396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1735396.250000 Penalty: 4758.642578
	Iteration 64Q: 3 clusters Score -1735396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1735394.250000 Penalty: 4758.642578
	Iteration 65Q: 3 clusters Score -1735394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1735397.000000 Penalty: 4758.642578
	Iteration 66Q: 3 clusters Score -1735397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1735393.750000 Penalty: 4758.642578
	Iteration 67Q: 3 clusters Score -1735394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1735397.750000 Penalty: 4758.642578
	Iteration 68Q: 3 clusters Score -1735398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1735402.875000 Penalty: 4758.642578
	Iteration 69Q: 3 clusters Score -1735403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1735400.500000 Penalty: 4758.642578
	Iteration 70Q: 3 clusters Score -1735400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1735401.000000 Penalty: 4758.642578
	Iteration 71Q: 3 clusters Score -1735401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1735401.375000 Penalty: 4758.642578
	Iteration 72Q: 3 clusters Score -1735401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1735404.000000 Penalty: 4758.642578
	Iteration 73Q: 3 clusters Score -1735404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1735401.500000 Penalty: 4758.642578
	Iteration 74Q: 3 clusters Score -1735402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1735408.250000 Penalty: 4758.642578
	Iteration 75Q: 3 clusters Score -1735408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1735412.000000 Penalty: 4758.642578
	Iteration 76Q: 3 clusters Score -1735412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1735411.375000 Penalty: 4758.642578
	Iteration 77Q: 3 clusters Score -1735411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1735420.500000 Penalty: 4758.642578
	Iteration 78Q: 3 clusters Score -1735420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1735419.625000 Penalty: 4758.642578
	Iteration 79Q: 3 clusters Score -1735420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1735419.875000 Penalty: 4758.642578
	Iteration 80F: 3 clusters Score -1735420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1735423.375000 Penalty: 4758.642578
	Iteration 81Q: 3 clusters Score -1735423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1735425.000000 Penalty: 4758.642578
	Iteration 82Q: 3 clusters Score -1735425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1735427.125000 Penalty: 4758.642578
	Iteration 83Q: 3 clusters Score -1735427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1735437.000000 Penalty: 4758.642578
	Iteration 84Q: 3 clusters Score -1735437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1735440.250000 Penalty: 4758.642578
	Iteration 85Q: 3 clusters Score -1735440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1735440.500000 Penalty: 4758.642578
	Iteration 86Q: 3 clusters Score -1735440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1735436.500000 Penalty: 4758.642578
	Iteration 87Q: 3 clusters Score -1735436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1735436.875000 Penalty: 4758.642578
	Iteration 88Q: 3 clusters Score -1735437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1735441.625000 Penalty: 4758.642578
	Iteration 89Q: 3 clusters Score -1735442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1735439.000000 Penalty: 4758.642578
	Iteration 90Q: 3 clusters Score -1735439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1735438.125000 Penalty: 4758.642578
	Iteration 91Q: 3 clusters Score -1735438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1735446.875000 Penalty: 4758.642578
	Iteration 92Q: 3 clusters Score -1735447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1735451.875000 Penalty: 4758.642578
	Iteration 93Q: 3 clusters Score -1735452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1735451.625000 Penalty: 4758.642578
	Iteration 94Q: 3 clusters Score -1735452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1735454.625000 Penalty: 4758.642578
	Iteration 95Q: 3 clusters Score -1735455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1735455.750000 Penalty: 4758.642578
	Iteration 96Q: 3 clusters Score -1735456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1735455.000000 Penalty: 4758.642578
	Iteration 97Q: 3 clusters Score -1735455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1735457.125000 Penalty: 4758.642578
	Iteration 98Q: 3 clusters Score -1735457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1735458.500000 Penalty: 4758.642578
	Iteration 99Q: 3 clusters Score -1735458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1735458.500000 Penalty: 4758.642578
	Iteration 100F: 3 clusters Score -1735458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1735460.625000 Penalty: 4758.642578
	Iteration 101Q: 3 clusters Score -1735461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1735464.125000 Penalty: 4758.642578
	Iteration 102Q: 3 clusters Score -1735464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1735460.750000 Penalty: 4758.642578
	Iteration 103Q: 3 clusters Score -1735461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1735463.250000 Penalty: 4758.642578
	Iteration 104Q: 3 clusters Score -1735463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1735461.500000 Penalty: 4758.642578
	Iteration 105Q: 3 clusters Score -1735462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1735463.250000 Penalty: 4758.642578
	Iteration 106Q: 3 clusters Score -1735463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1735469.125000 Penalty: 4758.642578
	Iteration 107Q: 3 clusters Score -1735469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1735469.500000 Penalty: 4758.642578
	Iteration 108Q: 3 clusters Score -1735470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1735468.875000 Penalty: 4758.642578
	Iteration 109Q: 3 clusters Score -1735469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1735470.500000 Penalty: 4758.642578
	Iteration 110Q: 3 clusters Score -1735470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1735473.000000 Penalty: 4758.642578
	Iteration 111Q: 3 clusters Score -1735473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1735470.875000 Penalty: 4758.642578
	Iteration 112Q: 3 clusters Score -1735471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1735466.500000 Penalty: 4758.642578
	Iteration 113Q: 3 clusters Score -1735466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1735469.750000 Penalty: 4758.642578
	Iteration 114Q: 3 clusters Score -1735470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1735469.750000 Penalty: 4758.642578
	Iteration 115F: 3 clusters Score -1735470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Entering Unmasked Estep 
Score: -1178979.750000 Penalty: 2275.945068
	Iteration 0F: 2 clusters Score -1178980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1171501.250000 Penalty: 4551.890137
	Iteration 0F: 3 clusters Score -1171501 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1173737.125000 Penalty: 4551.890137
	Iteration 1F: 3 clusters Score -1173737 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1174010.125000 Penalty: 4551.890137
	Iteration 2F: 3 clusters Score -1174010 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1174186.375000 Penalty: 4551.890137
	Iteration 3Q: 3 clusters Score -1174186 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1174322.250000 Penalty: 4551.890137
	Iteration 4Q: 3 clusters Score -1174322 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1174441.250000 Penalty: 4551.890137
	Iteration 5Q: 3 clusters Score -1174441 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1174527.250000 Penalty: 4551.890137
	Iteration 6Q: 3 clusters Score -1174527 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1174595.500000 Penalty: 4551.890137
	Iteration 7Q: 3 clusters Score -1174596 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1174656.750000 Penalty: 4551.890137
	Iteration 8Q: 3 clusters Score -1174657 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1174724.250000 Penalty: 4551.890137
	Iteration 9Q: 3 clusters Score -1174724 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1174803.500000 Penalty: 4551.890137
	Iteration 10Q: 3 clusters Score -1174804 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1174869.000000 Penalty: 4551.890137
	Iteration 11Q: 3 clusters Score -1174869 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1174943.750000 Penalty: 4551.890137
	Iteration 12Q: 3 clusters Score -1174944 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1175024.500000 Penalty: 4551.890137
	Iteration 13Q: 3 clusters Score -1175024 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1175107.750000 Penalty: 4551.890137
	Iteration 14Q: 3 clusters Score -1175108 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1175196.125000 Penalty: 4551.890137
	Iteration 15Q: 3 clusters Score -1175196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1175287.000000 Penalty: 4551.890137
	Iteration 16Q: 3 clusters Score -1175287 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1175385.125000 Penalty: 4551.890137
	Iteration 17Q: 3 clusters Score -1175385 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1175495.125000 Penalty: 4551.890137
	Iteration 18Q: 3 clusters Score -1175495 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1175630.000000 Penalty: 4551.890137
	Iteration 19Q: 3 clusters Score -1175630 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1175779.500000 Penalty: 4551.890137
	Iteration 20F: 3 clusters Score -1175780 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1175923.750000 Penalty: 4551.890137
	Iteration 21Q: 3 clusters Score -1175924 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1176085.375000 Penalty: 4551.890137
	Iteration 22Q: 3 clusters Score -1176085 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1176239.000000 Penalty: 4551.890137
	Iteration 23Q: 3 clusters Score -1176239 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1176372.125000 Penalty: 4551.890137
	Iteration 24Q: 3 clusters Score -1176372 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1176499.875000 Penalty: 4551.890137
	Iteration 25Q: 3 clusters Score -1176500 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1176617.375000 Penalty: 4551.890137
	Iteration 26Q: 3 clusters Score -1176617 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1176700.250000 Penalty: 4551.890137
	Iteration 27Q: 3 clusters Score -1176700 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1176758.125000 Penalty: 4551.890137
	Iteration 28Q: 3 clusters Score -1176758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1176795.875000 Penalty: 4551.890137
	Iteration 29Q: 3 clusters Score -1176796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1176833.500000 Penalty: 4551.890137
	Iteration 30Q: 3 clusters Score -1176834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1176862.375000 Penalty: 4551.890137
	Iteration 31Q: 3 clusters Score -1176862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1176875.250000 Penalty: 4551.890137
	Iteration 32Q: 3 clusters Score -1176875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1176887.875000 Penalty: 4551.890137
	Iteration 33Q: 3 clusters Score -1176888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1176896.875000 Penalty: 4551.890137
	Iteration 34Q: 3 clusters Score -1176897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1176912.875000 Penalty: 4551.890137
	Iteration 35Q: 3 clusters Score -1176913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1176926.375000 Penalty: 4551.890137
	Iteration 36Q: 3 clusters Score -1176926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1176935.375000 Penalty: 4551.890137
	Iteration 37Q: 3 clusters Score -1176935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1176939.250000 Penalty: 4551.890137
	Iteration 38Q: 3 clusters Score -1176939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1176946.875000 Penalty: 4551.890137
	Iteration 39Q: 3 clusters Score -1176947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1176946.875000 Penalty: 4551.890137
	Iteration 40F: 3 clusters Score -1176947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1176946.500000 Penalty: 4551.890137
	Iteration 41Q: 3 clusters Score -1176946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1176948.125000 Penalty: 4551.890137
	Iteration 42Q: 3 clusters Score -1176948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1176950.125000 Penalty: 4551.890137
	Iteration 43Q: 3 clusters Score -1176950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1176949.250000 Penalty: 4551.890137
	Iteration 44Q: 3 clusters Score -1176949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1176949.250000 Penalty: 4551.890137
	Iteration 45F: 3 clusters Score -1176949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 6779 members 
Mstep: Class 7 contains 8240 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 36493 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 14332 members 
Mstep: Class 12 contains 14940 members 
Mstep: Class 13 contains 22514 members 
Mstep: Class 14 contains 31290 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 5972 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 18 contains 1572 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 14911 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 5848 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 2379 members 
Mstep: Class 26 contains 19217 members 
Mstep: Class 27 contains 14677 members 
Mstep: Class 28 contains 9674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35696524.000000 Penalty: 100627.492188
Iteration 79Q: 33 clusters Score -3.569652e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 13106 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 2890 members 
Mstep: Class 5 contains 7605 members 
Mstep: Class 6 contains 6891 members 
Mstep: Class 7 contains 8229 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 36485 members 
Mstep: Class 10 contains 4567 members 
Mstep: Class 11 contains 14283 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 22746 members 
Mstep: Class 14 contains 31097 members 
Mstep: Class 15 contains 10544 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 13254 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3225 members 
Mstep: Class 22 contains 5903 members 
Mstep: Class 23 contains 4280 members 
Mstep: Class 24 contains 5250 members 
Mstep: Class 25 contains 2383 members 
Mstep: Class 26 contains 19156 members 
Mstep: Class 27 contains 14789 members 
Mstep: Class 28 contains 9647 members 
Mstep: Class 29 contains 4269 members 
Mstep: Class 30 contains 2672 members 
Mstep: Class 31 contains 3671 members 
Mstep: Class 32 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 33 clusters Score -3.56981e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 13098 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 36473 members 
Mstep: Class 10 contains 4572 members 
Mstep: Class 11 contains 14264 members 
Mstep: Class 12 contains 14852 members 
Mstep: Class 13 contains 22878 members 
Mstep: Class 14 contains 30856 members 
Mstep: Class 15 contains 10568 members 
Mstep: Class 16 contains 5953 members 
Mstep: Class 17 contains 14313 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 13258 members 
Mstep: Class 20 contains 14925 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 5952 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 5287 members 
Mstep: Class 25 contains 2390 members 
Mstep: Class 26 contains 19065 members 
Mstep: Class 27 contains 14685 members 
Mstep: Class 28 contains 9603 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 2725 members 
Mstep: Class 31 contains 3979 members 
Mstep: Class 32 contains 2912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698780.000000 Penalty: 100627.492188
Iteration 81Q: 33 clusters Score -3.569878e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13102 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 7457 members 
Mstep: Class 6 contains 6672 members 
Mstep: Class 7 contains 8217 members 
Mstep: Class 8 contains 7139 members 
Mstep: Class 9 contains 36486 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 14257 members 
Mstep: Class 12 contains 14791 members 
Mstep: Class 13 contains 23005 members 
Mstep: Class 14 contains 30649 members 
Mstep: Class 15 contains 10580 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 17 contains 14241 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 13258 members 
Mstep: Class 20 contains 14924 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 5980 members 
Mstep: Class 23 contains 4305 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 2393 members 
Mstep: Class 26 contains 18982 members 
Mstep: Class 27 contains 14620 members 
Mstep: Class 28 contains 9572 members 
Mstep: Class 29 contains 4576 members 
Mstep: Class 30 contains 2740 members 
Mstep: Class 31 contains 4162 members 
Mstep: Class 32 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699100.000000 Penalty: 100627.492188
Iteration 82Q: 33 clusters Score -3.56991e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 13112 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 2900 members 
Mstep: Class 5 contains 7416 members 
Mstep: Class 6 contains 6667 members 
Mstep: Class 7 contains 8212 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 36497 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 14243 members 
Mstep: Class 12 contains 14748 members 
Mstep: Class 13 contains 23131 members 
Mstep: Class 14 contains 30507 members 
Mstep: Class 15 contains 10578 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 14185 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 13262 members 
Mstep: Class 20 contains 14924 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 5990 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 5362 members 
Mstep: Class 25 contains 2396 members 
Mstep: Class 26 contains 18923 members 
Mstep: Class 27 contains 14556 members 
Mstep: Class 28 contains 9541 members 
Mstep: Class 29 contains 4628 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 4278 members 
Mstep: Class 32 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699216.000000 Penalty: 100627.492188
Iteration 83Q: 33 clusters Score -3.569922e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 13129 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 7399 members 
Mstep: Class 6 contains 6669 members 
Mstep: Class 7 contains 8200 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 36513 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 14221 members 
Mstep: Class 12 contains 14687 members 
Mstep: Class 13 contains 23273 members 
Mstep: Class 14 contains 30374 members 
Mstep: Class 15 contains 10585 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 14144 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 13264 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 3222 members 
Mstep: Class 22 contains 5995 members 
Mstep: Class 23 contains 4344 members 
Mstep: Class 24 contains 5396 members 
Mstep: Class 25 contains 2397 members 
Mstep: Class 26 contains 18882 members 
Mstep: Class 27 contains 14500 members 
Mstep: Class 28 contains 9507 members 
Mstep: Class 29 contains 4666 members 
Mstep: Class 30 contains 2741 members 
Mstep: Class 31 contains 4377 members 
Mstep: Class 32 contains 2892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699412.000000 Penalty: 100627.492188
Iteration 84Q: 33 clusters Score -3.569941e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 13141 members 
Mstep: Class 3 contains 1843 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 6682 members 
Mstep: Class 7 contains 8192 members 
Mstep: Class 8 contains 7148 members 
Mstep: Class 9 contains 36532 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 14202 members 
Mstep: Class 12 contains 14641 members 
Mstep: Class 13 contains 23396 members 
Mstep: Class 14 contains 30242 members 
Mstep: Class 15 contains 10593 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 14104 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 14929 members 
Mstep: Class 21 contains 3221 members 
Mstep: Class 22 contains 5999 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 2398 members 
Mstep: Class 26 contains 18846 members 
Mstep: Class 27 contains 14457 members 
Mstep: Class 28 contains 9470 members 
Mstep: Class 29 contains 4684 members 
Mstep: Class 30 contains 2736 members 
Mstep: Class 31 contains 4463 members 
Mstep: Class 32 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699576.000000 Penalty: 100627.492188
Iteration 85Q: 33 clusters Score -3.569958e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 13157 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 2901 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 8184 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 36546 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 14181 members 
Mstep: Class 12 contains 14609 members 
Mstep: Class 13 contains 23496 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 10608 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 14074 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 13263 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 6009 members 
Mstep: Class 23 contains 4387 members 
Mstep: Class 24 contains 5466 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 18820 members 
Mstep: Class 27 contains 14410 members 
Mstep: Class 28 contains 9433 members 
Mstep: Class 29 contains 4696 members 
Mstep: Class 30 contains 2737 members 
Mstep: Class 31 contains 4542 members 
Mstep: Class 32 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699684.000000 Penalty: 100627.492188
Iteration 86Q: 33 clusters Score -3.569968e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 13167 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 7342 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 8176 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 36564 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 14159 members 
Mstep: Class 12 contains 14582 members 
Mstep: Class 13 contains 23582 members 
Mstep: Class 14 contains 30059 members 
Mstep: Class 15 contains 10614 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 14057 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 13259 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 6016 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 5502 members 
Mstep: Class 25 contains 2400 members 
Mstep: Class 26 contains 18799 members 
Mstep: Class 27 contains 14347 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 4703 members 
Mstep: Class 30 contains 2739 members 
Mstep: Class 31 contains 4625 members 
Mstep: Class 32 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699780.000000 Penalty: 100627.492188
Iteration 87Q: 33 clusters Score -3.569978e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 13174 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 7343 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 8169 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 36578 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 14123 members 
Mstep: Class 12 contains 14557 members 
Mstep: Class 13 contains 23669 members 
Mstep: Class 14 contains 29965 members 
Mstep: Class 15 contains 10625 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 14041 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 13268 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 6026 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 5545 members 
Mstep: Class 25 contains 2401 members 
Mstep: Class 26 contains 18770 members 
Mstep: Class 27 contains 14290 members 
Mstep: Class 28 contains 9346 members 
Mstep: Class 29 contains 4710 members 
Mstep: Class 30 contains 2738 members 
Mstep: Class 31 contains 4716 members 
Mstep: Class 32 contains 2890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699864.000000 Penalty: 100627.492188
Iteration 88Q: 33 clusters Score -3.569986e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 13186 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 7343 members 
Mstep: Class 6 contains 6705 members 
Mstep: Class 7 contains 8161 members 
Mstep: Class 8 contains 7153 members 
Mstep: Class 9 contains 36590 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 14093 members 
Mstep: Class 12 contains 14523 members 
Mstep: Class 13 contains 23763 members 
Mstep: Class 14 contains 29892 members 
Mstep: Class 15 contains 10635 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 14024 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 13274 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 2401 members 
Mstep: Class 26 contains 18750 members 
Mstep: Class 27 contains 14217 members 
Mstep: Class 28 contains 9309 members 
Mstep: Class 29 contains 4714 members 
Mstep: Class 30 contains 2739 members 
Mstep: Class 31 contains 4810 members 
Mstep: Class 32 contains 2889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699936.000000 Penalty: 100627.492188
Iteration 89Q: 33 clusters Score -3.569994e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 13196 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7350 members 
Mstep: Class 6 contains 6714 members 
Mstep: Class 7 contains 8152 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 36600 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 14059 members 
Mstep: Class 12 contains 14482 members 
Mstep: Class 13 contains 23842 members 
Mstep: Class 14 contains 29837 members 
Mstep: Class 15 contains 10639 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 14015 members 
Mstep: Class 18 contains 1618 members 
Mstep: Class 19 contains 13281 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 3202 members 
Mstep: Class 22 contains 6033 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 5614 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18738 members 
Mstep: Class 27 contains 14150 members 
Mstep: Class 28 contains 9277 members 
Mstep: Class 29 contains 4717 members 
Mstep: Class 30 contains 2740 members 
Mstep: Class 31 contains 4887 members 
Mstep: Class 32 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700024.000000 Penalty: 100627.492188
Iteration 90Q: 33 clusters Score -3.570002e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 13199 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7342 members 
Mstep: Class 6 contains 6722 members 
Mstep: Class 7 contains 8143 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 36616 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 14031 members 
Mstep: Class 12 contains 14453 members 
Mstep: Class 13 contains 23919 members 
Mstep: Class 14 contains 29783 members 
Mstep: Class 15 contains 10648 members 
Mstep: Class 16 contains 5942 members 
Mstep: Class 17 contains 14006 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 19 contains 13285 members 
Mstep: Class 20 contains 14925 members 
Mstep: Class 21 contains 3196 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 5638 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 18719 members 
Mstep: Class 27 contains 14115 members 
Mstep: Class 28 contains 9251 members 
Mstep: Class 29 contains 4719 members 
Mstep: Class 30 contains 2740 members 
Mstep: Class 31 contains 4943 members 
Mstep: Class 32 contains 2887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700108.000000 Penalty: 100627.492188
Iteration 91Q: 33 clusters Score -3.570011e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 13207 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 7345 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 8133 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 36622 members 
Mstep: Class 10 contains 4602 members 
Mstep: Class 11 contains 14008 members 
Mstep: Class 12 contains 14425 members 
Mstep: Class 13 contains 23973 members 
Mstep: Class 14 contains 29730 members 
Mstep: Class 15 contains 10659 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 17 contains 13999 members 
Mstep: Class 18 contains 1619 members 
Mstep: Class 19 contains 13293 members 
Mstep: Class 20 contains 14925 members 
Mstep: Class 21 contains 3193 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 5652 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 18706 members 
Mstep: Class 27 contains 14071 members 
Mstep: Class 28 contains 9237 members 
Mstep: Class 29 contains 4719 members 
Mstep: Class 30 contains 2741 members 
Mstep: Class 31 contains 5007 members 
Mstep: Class 32 contains 2886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700204.000000 Penalty: 100627.492188
Iteration 92Q: 33 clusters Score -3.57002e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7339 members 
Mstep: Class 6 contains 6737 members 
Mstep: Class 7 contains 8125 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 36626 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 13982 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 24043 members 
Mstep: Class 14 contains 29680 members 
Mstep: Class 15 contains 10665 members 
Mstep: Class 16 contains 5948 members 
Mstep: Class 17 contains 13982 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 13293 members 
Mstep: Class 20 contains 14925 members 
Mstep: Class 21 contains 3188 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 5662 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 18693 members 
Mstep: Class 27 contains 14027 members 
Mstep: Class 28 contains 9223 members 
Mstep: Class 29 contains 4719 members 
Mstep: Class 30 contains 2741 members 
Mstep: Class 31 contains 5077 members 
Mstep: Class 32 contains 2885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700180.000000 Penalty: 100627.492188
Iteration 93Q: 33 clusters Score -3.570018e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 13226 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 8119 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 36640 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 13957 members 
Mstep: Class 12 contains 14372 members 
Mstep: Class 13 contains 24100 members 
Mstep: Class 14 contains 29636 members 
Mstep: Class 15 contains 10667 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 13971 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 13298 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 3187 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 5674 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 18677 members 
Mstep: Class 27 contains 13976 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 4721 members 
Mstep: Class 30 contains 2743 members 
Mstep: Class 31 contains 5149 members 
Mstep: Class 32 contains 2885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700252.000000 Penalty: 100627.492188
Iteration 94Q: 33 clusters Score -3.570025e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 13242 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7327 members 
Mstep: Class 6 contains 6742 members 
Mstep: Class 7 contains 8115 members 
Mstep: Class 8 contains 7162 members 
Mstep: Class 9 contains 36660 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 13924 members 
Mstep: Class 12 contains 14335 members 
Mstep: Class 13 contains 24173 members 
Mstep: Class 14 contains 29585 members 
Mstep: Class 15 contains 10668 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 13961 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 13301 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 3188 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 4511 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 2405 members 
Mstep: Class 26 contains 18662 members 
Mstep: Class 27 contains 13926 members 
Mstep: Class 28 contains 9200 members 
Mstep: Class 29 contains 4725 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5208 members 
Mstep: Class 32 contains 2885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700256.000000 Penalty: 100627.492188
Iteration 95Q: 33 clusters Score -3.570026e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 13246 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7312 members 
Mstep: Class 6 contains 6747 members 
Mstep: Class 7 contains 8110 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 36670 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 13900 members 
Mstep: Class 12 contains 14311 members 
Mstep: Class 13 contains 24231 members 
Mstep: Class 14 contains 29545 members 
Mstep: Class 15 contains 10673 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 13943 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 13302 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3186 members 
Mstep: Class 22 contains 6059 members 
Mstep: Class 23 contains 4527 members 
Mstep: Class 24 contains 5695 members 
Mstep: Class 25 contains 2405 members 
Mstep: Class 26 contains 18647 members 
Mstep: Class 27 contains 13883 members 
Mstep: Class 28 contains 9192 members 
Mstep: Class 29 contains 4727 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5275 members 
Mstep: Class 32 contains 2885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700220.000000 Penalty: 100627.492188
Iteration 96Q: 33 clusters Score -3.570022e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 13250 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7319 members 
Mstep: Class 6 contains 6753 members 
Mstep: Class 7 contains 8106 members 
Mstep: Class 8 contains 7162 members 
Mstep: Class 9 contains 36673 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 13883 members 
Mstep: Class 12 contains 14296 members 
Mstep: Class 13 contains 24283 members 
Mstep: Class 14 contains 29502 members 
Mstep: Class 15 contains 10672 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 13938 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 13301 members 
Mstep: Class 20 contains 14930 members 
Mstep: Class 21 contains 3185 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 4538 members 
Mstep: Class 24 contains 5705 members 
Mstep: Class 25 contains 2405 members 
Mstep: Class 26 contains 18636 members 
Mstep: Class 27 contains 13827 members 
Mstep: Class 28 contains 9184 members 
Mstep: Class 29 contains 4729 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5335 members 
Mstep: Class 32 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700404.000000 Penalty: 100627.492188
Iteration 97Q: 33 clusters Score -3.57004e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 13249 members 
Mstep: Class 3 contains 1907 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 7 contains 8099 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 36690 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 13856 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 24332 members 
Mstep: Class 14 contains 29466 members 
Mstep: Class 15 contains 10673 members 
Mstep: Class 16 contains 5948 members 
Mstep: Class 17 contains 13932 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 14929 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 5726 members 
Mstep: Class 25 contains 2405 members 
Mstep: Class 26 contains 18623 members 
Mstep: Class 27 contains 13780 members 
Mstep: Class 28 contains 9166 members 
Mstep: Class 29 contains 4731 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5382 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700388.000000 Penalty: 100627.492188
Iteration 98Q: 33 clusters Score -3.570039e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 13248 members 
Mstep: Class 3 contains 1910 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7335 members 
Mstep: Class 6 contains 6761 members 
Mstep: Class 7 contains 8095 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 36702 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 13824 members 
Mstep: Class 12 contains 14261 members 
Mstep: Class 13 contains 24382 members 
Mstep: Class 14 contains 29431 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 13925 members 
Mstep: Class 18 contains 1627 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 14930 members 
Mstep: Class 21 contains 3183 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 4557 members 
Mstep: Class 24 contains 5750 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 18609 members 
Mstep: Class 27 contains 13752 members 
Mstep: Class 28 contains 9147 members 
Mstep: Class 29 contains 4732 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5418 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700520.000000 Penalty: 100627.492188
Iteration 99Q: 33 clusters Score -3.570052e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13243 members 
Mstep: Class 3 contains 1911 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 6761 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 7165 members 
Mstep: Class 9 contains 36718 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 13798 members 
Mstep: Class 12 contains 14243 members 
Mstep: Class 13 contains 24434 members 
Mstep: Class 14 contains 29397 members 
Mstep: Class 15 contains 10676 members 
Mstep: Class 16 contains 5949 members 
Mstep: Class 17 contains 13917 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 14930 members 
Mstep: Class 21 contains 3181 members 
Mstep: Class 22 contains 6062 members 
Mstep: Class 23 contains 4563 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18593 members 
Mstep: Class 27 contains 13721 members 
Mstep: Class 28 contains 9123 members 
Mstep: Class 29 contains 4732 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5463 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700528.000000 Penalty: 100627.492188
Iteration 100F: 33 clusters Score -3.570053e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13249 members 
Mstep: Class 3 contains 1912 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7359 members 
Mstep: Class 6 contains 6760 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 36735 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 13772 members 
Mstep: Class 12 contains 14229 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 29368 members 
Mstep: Class 15 contains 10677 members 
Mstep: Class 16 contains 5948 members 
Mstep: Class 17 contains 13913 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 13312 members 
Mstep: Class 20 contains 14930 members 
Mstep: Class 21 contains 3181 members 
Mstep: Class 22 contains 6061 members 
Mstep: Class 23 contains 4563 members 
Mstep: Class 24 contains 5797 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18576 members 
Mstep: Class 27 contains 13672 members 
Mstep: Class 28 contains 9099 members 
Mstep: Class 29 contains 4733 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5536 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700648.000000 Penalty: 100627.492188
Iteration 101Q: 33 clusters Score -3.570065e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 13256 members 
Mstep: Class 3 contains 1914 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7380 members 
Mstep: Class 6 contains 6761 members 
Mstep: Class 7 contains 8085 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 36749 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 13744 members 
Mstep: Class 12 contains 14214 members 
Mstep: Class 13 contains 24504 members 
Mstep: Class 14 contains 29338 members 
Mstep: Class 15 contains 10677 members 
Mstep: Class 16 contains 5948 members 
Mstep: Class 17 contains 13908 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 13313 members 
Mstep: Class 20 contains 14931 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 4568 members 
Mstep: Class 24 contains 5820 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18565 members 
Mstep: Class 27 contains 13622 members 
Mstep: Class 28 contains 9075 members 
Mstep: Class 29 contains 4734 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5597 members 
Mstep: Class 32 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700728.000000 Penalty: 100627.492188
Iteration 102Q: 33 clusters Score -3.570073e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13260 members 
Mstep: Class 3 contains 1917 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 8080 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 36751 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 13705 members 
Mstep: Class 12 contains 14197 members 
Mstep: Class 13 contains 24537 members 
Mstep: Class 14 contains 29323 members 
Mstep: Class 15 contains 10677 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 13904 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 14932 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 4573 members 
Mstep: Class 24 contains 5836 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18560 members 
Mstep: Class 27 contains 13579 members 
Mstep: Class 28 contains 9053 members 
Mstep: Class 29 contains 4736 members 
Mstep: Class 30 contains 2743 members 
Mstep: Class 31 contains 5663 members 
Mstep: Class 32 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700640.000000 Penalty: 100627.492188
Iteration 103Q: 33 clusters Score -3.570064e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13266 members 
Mstep: Class 3 contains 1919 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7434 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 7 contains 8079 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 36761 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 13664 members 
Mstep: Class 12 contains 14178 members 
Mstep: Class 13 contains 24561 members 
Mstep: Class 14 contains 29295 members 
Mstep: Class 15 contains 10679 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 17 contains 13904 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14932 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 4577 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18555 members 
Mstep: Class 27 contains 13532 members 
Mstep: Class 28 contains 9035 members 
Mstep: Class 29 contains 4736 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 5723 members 
Mstep: Class 32 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700672.000000 Penalty: 100627.492188
Iteration 104Q: 33 clusters Score -3.570067e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13267 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7445 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 8078 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 36767 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 13648 members 
Mstep: Class 12 contains 14166 members 
Mstep: Class 13 contains 24581 members 
Mstep: Class 14 contains 29267 members 
Mstep: Class 15 contains 10679 members 
Mstep: Class 16 contains 5941 members 
Mstep: Class 17 contains 13900 members 
Mstep: Class 18 contains 1629 members 
Mstep: Class 19 contains 13326 members 
Mstep: Class 20 contains 14933 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 4581 members 
Mstep: Class 24 contains 5875 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18550 members 
Mstep: Class 27 contains 13486 members 
Mstep: Class 28 contains 9015 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 5791 members 
Mstep: Class 32 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700720.000000 Penalty: 100627.492188
Iteration 105Q: 33 clusters Score -3.570072e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13265 members 
Mstep: Class 3 contains 1927 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7454 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 36770 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 13629 members 
Mstep: Class 12 contains 14158 members 
Mstep: Class 13 contains 24596 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 10677 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 13892 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 13330 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3181 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 4587 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18544 members 
Mstep: Class 27 contains 13430 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5871 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700660.000000 Penalty: 100627.492188
Iteration 106Q: 33 clusters Score -3.570066e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13267 members 
Mstep: Class 3 contains 1934 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7465 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 8065 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 36772 members 
Mstep: Class 10 contains 4595 members 
Mstep: Class 11 contains 13610 members 
Mstep: Class 12 contains 14153 members 
Mstep: Class 13 contains 24615 members 
Mstep: Class 14 contains 29233 members 
Mstep: Class 15 contains 10674 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 13887 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 13334 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3181 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 4591 members 
Mstep: Class 24 contains 5899 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18541 members 
Mstep: Class 27 contains 13387 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 5927 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700644.000000 Penalty: 100627.492188
Iteration 107Q: 33 clusters Score -3.570064e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13270 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7476 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 8057 members 
Mstep: Class 8 contains 7170 members 
Mstep: Class 9 contains 36789 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 13594 members 
Mstep: Class 12 contains 14144 members 
Mstep: Class 13 contains 24626 members 
Mstep: Class 14 contains 29217 members 
Mstep: Class 15 contains 10672 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 13885 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 13333 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 5910 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18537 members 
Mstep: Class 27 contains 13330 members 
Mstep: Class 28 contains 8970 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 2745 members 
Mstep: Class 31 contains 5980 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 33 clusters Score -3.570062e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13270 members 
Mstep: Class 3 contains 1945 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 8052 members 
Mstep: Class 8 contains 7171 members 
Mstep: Class 9 contains 36791 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 13582 members 
Mstep: Class 12 contains 14137 members 
Mstep: Class 13 contains 24633 members 
Mstep: Class 14 contains 29209 members 
Mstep: Class 15 contains 10671 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 13885 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 13333 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3184 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4602 members 
Mstep: Class 24 contains 5927 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18538 members 
Mstep: Class 27 contains 13273 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 4737 members 
Mstep: Class 30 contains 2745 members 
Mstep: Class 31 contains 6039 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700624.000000 Penalty: 100627.492188
Iteration 109Q: 33 clusters Score -3.570062e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13267 members 
Mstep: Class 3 contains 1949 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 7172 members 
Mstep: Class 9 contains 36800 members 
Mstep: Class 10 contains 4592 members 
Mstep: Class 11 contains 13571 members 
Mstep: Class 12 contains 14130 members 
Mstep: Class 13 contains 24631 members 
Mstep: Class 14 contains 29197 members 
Mstep: Class 15 contains 10671 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 13885 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 13333 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3183 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4606 members 
Mstep: Class 24 contains 5941 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18535 members 
Mstep: Class 27 contains 13219 members 
Mstep: Class 28 contains 8939 members 
Mstep: Class 29 contains 4739 members 
Mstep: Class 30 contains 2745 members 
Mstep: Class 31 contains 6099 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700636.000000 Penalty: 100627.492188
Iteration 110Q: 33 clusters Score -3.570064e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13267 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 8035 members 
Mstep: Class 8 contains 7169 members 
Mstep: Class 9 contains 36793 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 13565 members 
Mstep: Class 12 contains 14127 members 
Mstep: Class 13 contains 24642 members 
Mstep: Class 14 contains 29176 members 
Mstep: Class 15 contains 10671 members 
Mstep: Class 16 contains 5942 members 
Mstep: Class 17 contains 13881 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 13333 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3179 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4608 members 
Mstep: Class 24 contains 5953 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18534 members 
Mstep: Class 27 contains 13172 members 
Mstep: Class 28 contains 8927 members 
Mstep: Class 29 contains 4742 members 
Mstep: Class 30 contains 2744 members 
Mstep: Class 31 contains 6161 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700720.000000 Penalty: 100627.492188
Iteration 111Q: 33 clusters Score -3.570072e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13269 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7545 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 8031 members 
Mstep: Class 8 contains 7169 members 
Mstep: Class 9 contains 36800 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 13558 members 
Mstep: Class 12 contains 14120 members 
Mstep: Class 13 contains 24647 members 
Mstep: Class 14 contains 29173 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 13875 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 19 contains 13332 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4611 members 
Mstep: Class 24 contains 5965 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18527 members 
Mstep: Class 27 contains 13115 members 
Mstep: Class 28 contains 8919 members 
Mstep: Class 29 contains 4743 members 
Mstep: Class 30 contains 2743 members 
Mstep: Class 31 contains 6220 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700748.000000 Penalty: 100627.492188
Iteration 112Q: 33 clusters Score -3.570075e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1965 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 8022 members 
Mstep: Class 8 contains 7169 members 
Mstep: Class 9 contains 36807 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 13551 members 
Mstep: Class 12 contains 14114 members 
Mstep: Class 13 contains 24655 members 
Mstep: Class 14 contains 29164 members 
Mstep: Class 15 contains 10669 members 
Mstep: Class 16 contains 5941 members 
Mstep: Class 17 contains 13870 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 13327 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4612 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18521 members 
Mstep: Class 27 contains 13047 members 
Mstep: Class 28 contains 8917 members 
Mstep: Class 29 contains 4744 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6278 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700800.000000 Penalty: 100627.492188
Iteration 113Q: 33 clusters Score -3.57008e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 13279 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7581 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 36815 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 11 contains 13542 members 
Mstep: Class 12 contains 14106 members 
Mstep: Class 13 contains 24669 members 
Mstep: Class 14 contains 29153 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 17 contains 13867 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 13324 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3178 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4616 members 
Mstep: Class 24 contains 5982 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18515 members 
Mstep: Class 27 contains 12998 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6330 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700788.000000 Penalty: 100627.492188
Iteration 114Q: 33 clusters Score -3.570079e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13280 members 
Mstep: Class 3 contains 1980 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7601 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 7998 members 
Mstep: Class 8 contains 7169 members 
Mstep: Class 9 contains 36806 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 13532 members 
Mstep: Class 12 contains 14101 members 
Mstep: Class 13 contains 24681 members 
Mstep: Class 14 contains 29135 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 5946 members 
Mstep: Class 17 contains 13863 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3177 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4618 members 
Mstep: Class 24 contains 5989 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18511 members 
Mstep: Class 27 contains 12949 members 
Mstep: Class 28 contains 8902 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6394 members 
Mstep: Class 32 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700832.000000 Penalty: 100627.492188
Iteration 115Q: 33 clusters Score -3.570083e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 13278 members 
Mstep: Class 3 contains 1985 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7609 members 
Mstep: Class 6 contains 6761 members 
Mstep: Class 7 contains 7989 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 36800 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 13520 members 
Mstep: Class 12 contains 14100 members 
Mstep: Class 13 contains 24692 members 
Mstep: Class 14 contains 29122 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 5950 members 
Mstep: Class 17 contains 13861 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4623 members 
Mstep: Class 24 contains 5997 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18506 members 
Mstep: Class 27 contains 12909 members 
Mstep: Class 28 contains 8896 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6450 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700888.000000 Penalty: 100627.492188
Iteration 116Q: 33 clusters Score -3.570089e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 13275 members 
Mstep: Class 3 contains 1989 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7619 members 
Mstep: Class 6 contains 6760 members 
Mstep: Class 7 contains 7983 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 36796 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 13507 members 
Mstep: Class 12 contains 14097 members 
Mstep: Class 13 contains 24708 members 
Mstep: Class 14 contains 29120 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 5952 members 
Mstep: Class 17 contains 13858 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4625 members 
Mstep: Class 24 contains 6007 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18500 members 
Mstep: Class 27 contains 12852 members 
Mstep: Class 28 contains 8887 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6510 members 
Mstep: Class 32 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700864.000000 Penalty: 100627.492188
Iteration 117Q: 33 clusters Score -3.570086e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 13272 members 
Mstep: Class 3 contains 1997 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7635 members 
Mstep: Class 6 contains 6759 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 36797 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 13499 members 
Mstep: Class 12 contains 14095 members 
Mstep: Class 13 contains 24718 members 
Mstep: Class 14 contains 29113 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 5953 members 
Mstep: Class 17 contains 13853 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 6022 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18496 members 
Mstep: Class 27 contains 12783 members 
Mstep: Class 28 contains 8878 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6576 members 
Mstep: Class 32 contains 2882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700960.000000 Penalty: 100627.492188
Iteration 118Q: 33 clusters Score -3.570096e+07 nChanged 216
Entering ConstructFrom: 
Score: -35700960.000000 Penalty: 100627.492188
Entering ConstructFrom: 
Trying to split cluster 1 (10923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Entering Unmasked Estep 
Score: -1311506.000000 Penalty: 2306.059326
	Iteration 0F: 2 clusters Score -1311506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1303268.250000 Penalty: 4612.118652
	Iteration 0F: 3 clusters Score -1303268 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1305817.625000 Penalty: 4612.118652
	Iteration 1F: 3 clusters Score -1305818 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1306276.500000 Penalty: 4612.118652
	Iteration 2F: 3 clusters Score -1306276 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1306657.250000 Penalty: 4612.118652
	Iteration 3F: 3 clusters Score -1306657 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1306925.250000 Penalty: 4612.118652
	Iteration 4F: 3 clusters Score -1306925 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1307125.250000 Penalty: 4612.118652
	Iteration 5Q: 3 clusters Score -1307125 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1307343.250000 Penalty: 4612.118652
	Iteration 6Q: 3 clusters Score -1307343 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1307552.125000 Penalty: 4612.118652
	Iteration 7Q: 3 clusters Score -1307552 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1307757.375000 Penalty: 4612.118652
	Iteration 8Q: 3 clusters Score -1307757 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1307961.750000 Penalty: 4612.118652
	Iteration 9Q: 3 clusters Score -1307962 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1308169.875000 Penalty: 4612.118652
	Iteration 10Q: 3 clusters Score -1308170 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1308395.750000 Penalty: 4612.118652
	Iteration 11Q: 3 clusters Score -1308396 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1308650.750000 Penalty: 4612.118652
	Iteration 12Q: 3 clusters Score -1308651 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1308934.875000 Penalty: 4612.118652
	Iteration 13Q: 3 clusters Score -1308935 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1309211.875000 Penalty: 4612.118652
	Iteration 14Q: 3 clusters Score -1309212 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1309442.625000 Penalty: 4612.118652
	Iteration 15Q: 3 clusters Score -1309443 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1309639.750000 Penalty: 4612.118652
	Iteration 16Q: 3 clusters Score -1309640 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1309752.125000 Penalty: 4612.118652
	Iteration 17Q: 3 clusters Score -1309752 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1309863.625000 Penalty: 4612.118652
	Iteration 18Q: 3 clusters Score -1309864 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1309952.750000 Penalty: 4612.118652
	Iteration 19Q: 3 clusters Score -1309953 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1310033.000000 Penalty: 4612.118652
	Iteration 20F: 3 clusters Score -1310033 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1310098.625000 Penalty: 4612.118652
	Iteration 21Q: 3 clusters Score -1310099 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1310156.750000 Penalty: 4612.118652
	Iteration 22Q: 3 clusters Score -1310157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1310207.125000 Penalty: 4612.118652
	Iteration 23Q: 3 clusters Score -1310207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1310257.375000 Penalty: 4612.118652
	Iteration 24Q: 3 clusters Score -1310257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1310300.000000 Penalty: 4612.118652
	Iteration 25Q: 3 clusters Score -1310300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1310341.750000 Penalty: 4612.118652
	Iteration 26Q: 3 clusters Score -1310342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1310389.125000 Penalty: 4612.118652
	Iteration 27Q: 3 clusters Score -1310389 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1310426.750000 Penalty: 4612.118652
	Iteration 28Q: 3 clusters Score -1310427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1310451.500000 Penalty: 4612.118652
	Iteration 29Q: 3 clusters Score -1310452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1310474.250000 Penalty: 4612.118652
	Iteration 30Q: 3 clusters Score -1310474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1310508.000000 Penalty: 4612.118652
	Iteration 31Q: 3 clusters Score -1310508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1310550.750000 Penalty: 4612.118652
	Iteration 32Q: 3 clusters Score -1310551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1310606.375000 Penalty: 4612.118652
	Iteration 33Q: 3 clusters Score -1310606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1310669.625000 Penalty: 4612.118652
	Iteration 34Q: 3 clusters Score -1310670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1310750.125000 Penalty: 4612.118652
	Iteration 35Q: 3 clusters Score -1310750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1310892.750000 Penalty: 4612.118652
	Iteration 36Q: 3 clusters Score -1310893 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1311072.000000 Penalty: 4612.118652
	Iteration 37Q: 3 clusters Score -1311072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1311200.375000 Penalty: 4612.118652
	Iteration 38Q: 3 clusters Score -1311200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1311249.375000 Penalty: 4612.118652
	Iteration 39Q: 3 clusters Score -1311249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1311258.250000 Penalty: 4612.118652
	Iteration 40F: 3 clusters Score -1311258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1311264.125000 Penalty: 4612.118652
	Iteration 41Q: 3 clusters Score -1311264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1311269.625000 Penalty: 4612.118652
	Iteration 42Q: 3 clusters Score -1311270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1311273.375000 Penalty: 4612.118652
	Iteration 43Q: 3 clusters Score -1311273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1311276.750000 Penalty: 4612.118652
	Iteration 44Q: 3 clusters Score -1311277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1311275.875000 Penalty: 4612.118652
	Iteration 45Q: 3 clusters Score -1311276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1311275.875000 Penalty: 4612.118652
	Iteration 46F: 3 clusters Score -1311276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Entering Unmasked Estep 
Score: -1449939.250000 Penalty: 2354.328857
	Iteration 0F: 2 clusters Score -1449939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1440234.625000 Penalty: 4708.657715
	Iteration 0F: 3 clusters Score -1440235 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1443401.250000 Penalty: 4708.657715
	Iteration 1F: 3 clusters Score -1443401 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1443980.375000 Penalty: 4708.657715
	Iteration 2F: 3 clusters Score -1443980 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1444591.125000 Penalty: 4708.657715
	Iteration 3F: 3 clusters Score -1444591 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1445212.875000 Penalty: 4708.657715
	Iteration 4F: 3 clusters Score -1445213 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1445806.500000 Penalty: 4708.657715
	Iteration 5F: 3 clusters Score -1445806 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1446289.875000 Penalty: 4708.657715
	Iteration 6F: 3 clusters Score -1446290 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1446680.250000 Penalty: 4708.657715
	Iteration 7Q: 3 clusters Score -1446680 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1446983.625000 Penalty: 4708.657715
	Iteration 8Q: 3 clusters Score -1446984 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1447226.625000 Penalty: 4708.657715
	Iteration 9Q: 3 clusters Score -1447227 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1447381.500000 Penalty: 4708.657715
	Iteration 10Q: 3 clusters Score -1447382 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1447482.875000 Penalty: 4708.657715
	Iteration 11Q: 3 clusters Score -1447483 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1447550.625000 Penalty: 4708.657715
	Iteration 12Q: 3 clusters Score -1447551 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1447610.000000 Penalty: 4708.657715
	Iteration 13Q: 3 clusters Score -1447610 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1447641.375000 Penalty: 4708.657715
	Iteration 14Q: 3 clusters Score -1447641 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1447665.750000 Penalty: 4708.657715
	Iteration 15Q: 3 clusters Score -1447666 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1447680.875000 Penalty: 4708.657715
	Iteration 16Q: 3 clusters Score -1447681 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1447699.375000 Penalty: 4708.657715
	Iteration 17Q: 3 clusters Score -1447699 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1447712.000000 Penalty: 4708.657715
	Iteration 18Q: 3 clusters Score -1447712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1447713.125000 Penalty: 4708.657715
	Iteration 19Q: 3 clusters Score -1447713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1447721.250000 Penalty: 4708.657715
	Iteration 20F: 3 clusters Score -1447721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1447723.375000 Penalty: 4708.657715
	Iteration 21Q: 3 clusters Score -1447723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1447731.875000 Penalty: 4708.657715
	Iteration 22Q: 3 clusters Score -1447732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1447736.875000 Penalty: 4708.657715
	Iteration 23Q: 3 clusters Score -1447737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1447742.375000 Penalty: 4708.657715
	Iteration 24Q: 3 clusters Score -1447742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1447742.875000 Penalty: 4708.657715
	Iteration 25Q: 3 clusters Score -1447743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1447741.250000 Penalty: 4708.657715
	Iteration 26Q: 3 clusters Score -1447741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1447747.250000 Penalty: 4708.657715
	Iteration 27Q: 3 clusters Score -1447747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1447753.750000 Penalty: 4708.657715
	Iteration 28Q: 3 clusters Score -1447754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1447759.875000 Penalty: 4708.657715
	Iteration 29Q: 3 clusters Score -1447760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1447764.125000 Penalty: 4708.657715
	Iteration 30Q: 3 clusters Score -1447764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1447768.125000 Penalty: 4708.657715
	Iteration 31Q: 3 clusters Score -1447768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1447777.125000 Penalty: 4708.657715
	Iteration 32Q: 3 clusters Score -1447777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1447787.125000 Penalty: 4708.657715
	Iteration 33Q: 3 clusters Score -1447787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1447791.125000 Penalty: 4708.657715
	Iteration 34Q: 3 clusters Score -1447791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1447800.625000 Penalty: 4708.657715
	Iteration 35Q: 3 clusters Score -1447801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1447810.000000 Penalty: 4708.657715
	Iteration 36Q: 3 clusters Score -1447810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1447817.250000 Penalty: 4708.657715
	Iteration 37Q: 3 clusters Score -1447817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1447824.750000 Penalty: 4708.657715
	Iteration 38Q: 3 clusters Score -1447825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1447830.625000 Penalty: 4708.657715
	Iteration 39Q: 3 clusters Score -1447831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1447834.125000 Penalty: 4708.657715
	Iteration 40F: 3 clusters Score -1447834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1447838.875000 Penalty: 4708.657715
	Iteration 41Q: 3 clusters Score -1447839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1447843.250000 Penalty: 4708.657715
	Iteration 42Q: 3 clusters Score -1447843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1447846.625000 Penalty: 4708.657715
	Iteration 43Q: 3 clusters Score -1447847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1447848.250000 Penalty: 4708.657715
	Iteration 44Q: 3 clusters Score -1447848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1447852.500000 Penalty: 4708.657715
	Iteration 45Q: 3 clusters Score -1447852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1447851.625000 Penalty: 4708.657715
	Iteration 46Q: 3 clusters Score -1447852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1447858.250000 Penalty: 4708.657715
	Iteration 47Q: 3 clusters Score -1447858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1447860.250000 Penalty: 4708.657715
	Iteration 48Q: 3 clusters Score -1447860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1447860.750000 Penalty: 4708.657715
	Iteration 49Q: 3 clusters Score -1447861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1447858.875000 Penalty: 4708.657715
	Iteration 50Q: 3 clusters Score -1447859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1447859.875000 Penalty: 4708.657715
	Iteration 51Q: 3 clusters Score -1447860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1447864.250000 Penalty: 4708.657715
	Iteration 52Q: 3 clusters Score -1447864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1447864.750000 Penalty: 4708.657715
	Iteration 53Q: 3 clusters Score -1447865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1447864.625000 Penalty: 4708.657715
	Iteration 54Q: 3 clusters Score -1447865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1447866.625000 Penalty: 4708.657715
	Iteration 55Q: 3 clusters Score -1447867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1447869.125000 Penalty: 4708.657715
	Iteration 56Q: 3 clusters Score -1447869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1447870.250000 Penalty: 4708.657715
	Iteration 57Q: 3 clusters Score -1447870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1447870.250000 Penalty: 4708.657715
	Iteration 58Q: 3 clusters Score -1447870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1447869.125000 Penalty: 4708.657715
	Iteration 59Q: 3 clusters Score -1447869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1447869.625000 Penalty: 4708.657715
	Iteration 60F: 3 clusters Score -1447870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -238028.234375 Penalty: 1885.271729
	Iteration 0F: 2 clusters Score -238028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -235404.656250 Penalty: 3770.543457
	Iteration 0F: 3 clusters Score -235404.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -235913.187500 Penalty: 3770.543457
	Iteration 1F: 3 clusters Score -235913.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -236047.437500 Penalty: 3770.543457
	Iteration 2F: 3 clusters Score -236047.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -236138.906250 Penalty: 3770.543457
	Iteration 3Q: 3 clusters Score -236138.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -236190.906250 Penalty: 3770.543457
	Iteration 4Q: 3 clusters Score -236190.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -236239.343750 Penalty: 3770.543457
	Iteration 5Q: 3 clusters Score -236239.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -236268.906250 Penalty: 3770.543457
	Iteration 6Q: 3 clusters Score -236268.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -236285.125000 Penalty: 3770.543457
	Iteration 7Q: 3 clusters Score -236285.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -236303.125000 Penalty: 3770.543457
	Iteration 8Q: 3 clusters Score -236303.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -236322.890625 Penalty: 3770.543457
	Iteration 9Q: 3 clusters Score -236322.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -236338.359375 Penalty: 3770.543457
	Iteration 10Q: 3 clusters Score -236338.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -236360.218750 Penalty: 3770.543457
	Iteration 11Q: 3 clusters Score -236360.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -236376.968750 Penalty: 3770.543457
	Iteration 12Q: 3 clusters Score -236377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -236392.937500 Penalty: 3770.543457
	Iteration 13Q: 3 clusters Score -236392.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -236403.640625 Penalty: 3770.543457
	Iteration 14Q: 3 clusters Score -236403.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -236417.828125 Penalty: 3770.543457
	Iteration 15Q: 3 clusters Score -236417.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -236430.265625 Penalty: 3770.543457
	Iteration 16Q: 3 clusters Score -236430.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -236442.671875 Penalty: 3770.543457
	Iteration 17Q: 3 clusters Score -236442.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -236451.578125 Penalty: 3770.543457
	Iteration 18Q: 3 clusters Score -236451.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -236457.531250 Penalty: 3770.543457
	Iteration 19Q: 3 clusters Score -236457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -236458.843750 Penalty: 3770.543457
	Iteration 20F: 3 clusters Score -236458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -236461.500000 Penalty: 3770.543457
	Iteration 21Q: 3 clusters Score -236461.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -236463.015625 Penalty: 3770.543457
	Iteration 22Q: 3 clusters Score -236463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -236467.109375 Penalty: 3770.543457
	Iteration 23Q: 3 clusters Score -236467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -236471.953125 Penalty: 3770.543457
	Iteration 24Q: 3 clusters Score -236472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -236477.187500 Penalty: 3770.543457
	Iteration 25Q: 3 clusters Score -236477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -236479.062500 Penalty: 3770.543457
	Iteration 26Q: 3 clusters Score -236479.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -236482.625000 Penalty: 3770.543457
	Iteration 27Q: 3 clusters Score -236482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -236490.984375 Penalty: 3770.543457
	Iteration 28Q: 3 clusters Score -236491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -236495.890625 Penalty: 3770.543457
	Iteration 29Q: 3 clusters Score -236495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -236500.062500 Penalty: 3770.543457
	Iteration 30Q: 3 clusters Score -236500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -236502.656250 Penalty: 3770.543457
	Iteration 31Q: 3 clusters Score -236502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -236503.421875 Penalty: 3770.543457
	Iteration 32Q: 3 clusters Score -236503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -236505.359375 Penalty: 3770.543457
	Iteration 33Q: 3 clusters Score -236505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -236509.078125 Penalty: 3770.543457
	Iteration 34Q: 3 clusters Score -236509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -236513.812500 Penalty: 3770.543457
	Iteration 35Q: 3 clusters Score -236513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -236518.578125 Penalty: 3770.543457
	Iteration 36Q: 3 clusters Score -236518.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -236522.234375 Penalty: 3770.543457
	Iteration 37Q: 3 clusters Score -236522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -236524.859375 Penalty: 3770.543457
	Iteration 38Q: 3 clusters Score -236524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -236526.078125 Penalty: 3770.543457
	Iteration 39Q: 3 clusters Score -236526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -236527.437500 Penalty: 3770.543457
	Iteration 40F: 3 clusters Score -236527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -236527.593750 Penalty: 3770.543457
	Iteration 41Q: 3 clusters Score -236527.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -236528.296875 Penalty: 3770.543457
	Iteration 42Q: 3 clusters Score -236528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -236531.000000 Penalty: 3770.543457
	Iteration 43Q: 3 clusters Score -236531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -236533.437500 Penalty: 3770.543457
	Iteration 44Q: 3 clusters Score -236533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -236535.421875 Penalty: 3770.543457
	Iteration 45Q: 3 clusters Score -236535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -236537.656250 Penalty: 3770.543457
	Iteration 46Q: 3 clusters Score -236537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -236539.718750 Penalty: 3770.543457
	Iteration 47Q: 3 clusters Score -236539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -236540.812500 Penalty: 3770.543457
	Iteration 48Q: 3 clusters Score -236540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -236540.937500 Penalty: 3770.543457
	Iteration 49Q: 3 clusters Score -236540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -236542.093750 Penalty: 3770.543457
	Iteration 50Q: 3 clusters Score -236542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -236543.921875 Penalty: 3770.543457
	Iteration 51Q: 3 clusters Score -236543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -236545.156250 Penalty: 3770.543457
	Iteration 52Q: 3 clusters Score -236545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -236547.218750 Penalty: 3770.543457
	Iteration 53Q: 3 clusters Score -236547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -236550.234375 Penalty: 3770.543457
	Iteration 54Q: 3 clusters Score -236550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -236553.859375 Penalty: 3770.543457
	Iteration 55Q: 3 clusters Score -236553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -236555.734375 Penalty: 3770.543457
	Iteration 56Q: 3 clusters Score -236555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -236557.203125 Penalty: 3770.543457
	Iteration 57Q: 3 clusters Score -236557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -236557.890625 Penalty: 3770.543457
	Iteration 58Q: 3 clusters Score -236557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -236559.421875 Penalty: 3770.543457
	Iteration 59Q: 3 clusters Score -236559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -236561.562500 Penalty: 3770.543457
	Iteration 60F: 3 clusters Score -236561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -236562.718750 Penalty: 3770.543457
	Iteration 61Q: 3 clusters Score -236562.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -236562.718750 Penalty: 3770.543457
	Iteration 62F: 3 clusters Score -236562.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Entering Unmasked Estep 
Score: -314278.343750 Penalty: 1977.513428
	Iteration 0F: 2 clusters Score -314278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -311140.312500 Penalty: 3955.026855
	Iteration 0F: 3 clusters Score -311140.3 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -311825.156250 Penalty: 3955.026855
	Iteration 1F: 3 clusters Score -311825.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -312013.750000 Penalty: 3955.026855
	Iteration 2F: 3 clusters Score -312013.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -312153.406250 Penalty: 3955.026855
	Iteration 3F: 3 clusters Score -312153.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -312259.531250 Penalty: 3955.026855
	Iteration 4Q: 3 clusters Score -312259.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -312374.531250 Penalty: 3955.026855
	Iteration 5Q: 3 clusters Score -312374.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -312561.531250 Penalty: 3955.026855
	Iteration 6Q: 3 clusters Score -312561.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -312804.312500 Penalty: 3955.026855
	Iteration 7F: 3 clusters Score -312804.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -313020.281250 Penalty: 3955.026855
	Iteration 8F: 3 clusters Score -313020.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -313163.593750 Penalty: 3955.026855
	Iteration 9Q: 3 clusters Score -313163.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -313237.406250 Penalty: 3955.026855
	Iteration 10Q: 3 clusters Score -313237.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -313289.156250 Penalty: 3955.026855
	Iteration 11Q: 3 clusters Score -313289.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -313361.312500 Penalty: 3955.026855
	Iteration 12Q: 3 clusters Score -313361.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -313399.781250 Penalty: 3955.026855
	Iteration 13Q: 3 clusters Score -313399.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -313428.062500 Penalty: 3955.026855
	Iteration 14Q: 3 clusters Score -313428.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -313450.437500 Penalty: 3955.026855
	Iteration 15Q: 3 clusters Score -313450.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -313482.687500 Penalty: 3955.026855
	Iteration 16Q: 3 clusters Score -313482.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -313506.250000 Penalty: 3955.026855
	Iteration 17Q: 3 clusters Score -313506.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -313537.281250 Penalty: 3955.026855
	Iteration 18Q: 3 clusters Score -313537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -313564.718750 Penalty: 3955.026855
	Iteration 19Q: 3 clusters Score -313564.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -313584.406250 Penalty: 3955.026855
	Iteration 20F: 3 clusters Score -313584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -313597.343750 Penalty: 3955.026855
	Iteration 21Q: 3 clusters Score -313597.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -313602.906250 Penalty: 3955.026855
	Iteration 22Q: 3 clusters Score -313602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -313606.125000 Penalty: 3955.026855
	Iteration 23Q: 3 clusters Score -313606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -313608.906250 Penalty: 3955.026855
	Iteration 24Q: 3 clusters Score -313608.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -313612.625000 Penalty: 3955.026855
	Iteration 25Q: 3 clusters Score -313612.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -313615.156250 Penalty: 3955.026855
	Iteration 26Q: 3 clusters Score -313615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -313616.125000 Penalty: 3955.026855
	Iteration 27Q: 3 clusters Score -313616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -313616.218750 Penalty: 3955.026855
	Iteration 28Q: 3 clusters Score -313616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -313616.812500 Penalty: 3955.026855
	Iteration 29Q: 3 clusters Score -313616.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -313616.812500 Penalty: 3955.026855
	Iteration 30F: 3 clusters Score -313616.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Entering Unmasked Estep 
Score: -832539.562500 Penalty: 2217.924805
	Iteration 0F: 2 clusters Score -832539.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -826417.687500 Penalty: 4435.849609
	Iteration 0F: 3 clusters Score -826417.7 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -828229.500000 Penalty: 4435.849609
	Iteration 1F: 3 clusters Score -828229.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -828698.750000 Penalty: 4435.849609
	Iteration 2F: 3 clusters Score -828698.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -829252.750000 Penalty: 4435.849609
	Iteration 3F: 3 clusters Score -829252.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -829785.937500 Penalty: 4435.849609
	Iteration 4F: 3 clusters Score -829785.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -830226.437500 Penalty: 4435.849609
	Iteration 5F: 3 clusters Score -830226.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -830553.125000 Penalty: 4435.849609
	Iteration 6F: 3 clusters Score -830553.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -830788.125000 Penalty: 4435.849609
	Iteration 7Q: 3 clusters Score -830788.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -830960.187500 Penalty: 4435.849609
	Iteration 8Q: 3 clusters Score -830960.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -831078.312500 Penalty: 4435.849609
	Iteration 9Q: 3 clusters Score -831078.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -831174.187500 Penalty: 4435.849609
	Iteration 10Q: 3 clusters Score -831174.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -831233.187500 Penalty: 4435.849609
	Iteration 11Q: 3 clusters Score -831233.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -831269.500000 Penalty: 4435.849609
	Iteration 12Q: 3 clusters Score -831269.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -831295.250000 Penalty: 4435.849609
	Iteration 13Q: 3 clusters Score -831295.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -831322.375000 Penalty: 4435.849609
	Iteration 14Q: 3 clusters Score -831322.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -831350.937500 Penalty: 4435.849609
	Iteration 15Q: 3 clusters Score -831350.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -831373.937500 Penalty: 4435.849609
	Iteration 16Q: 3 clusters Score -831373.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -831395.687500 Penalty: 4435.849609
	Iteration 17Q: 3 clusters Score -831395.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -831407.062500 Penalty: 4435.849609
	Iteration 18Q: 3 clusters Score -831407.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -831420.062500 Penalty: 4435.849609
	Iteration 19Q: 3 clusters Score -831420.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -831430.687500 Penalty: 4435.849609
	Iteration 20F: 3 clusters Score -831430.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -831437.937500 Penalty: 4435.849609
	Iteration 21Q: 3 clusters Score -831437.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -831445.875000 Penalty: 4435.849609
	Iteration 22Q: 3 clusters Score -831445.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -831454.625000 Penalty: 4435.849609
	Iteration 23Q: 3 clusters Score -831454.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -831460.375000 Penalty: 4435.849609
	Iteration 24Q: 3 clusters Score -831460.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -831466.812500 Penalty: 4435.849609
	Iteration 25Q: 3 clusters Score -831466.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -831472.687500 Penalty: 4435.849609
	Iteration 26Q: 3 clusters Score -831472.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -831479.687500 Penalty: 4435.849609
	Iteration 27Q: 3 clusters Score -831479.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -831490.750000 Penalty: 4435.849609
	Iteration 28Q: 3 clusters Score -831490.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -831496.125000 Penalty: 4435.849609
	Iteration 29Q: 3 clusters Score -831496.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -831504.437500 Penalty: 4435.849609
	Iteration 30Q: 3 clusters Score -831504.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -831509.000000 Penalty: 4435.849609
	Iteration 31Q: 3 clusters Score -831509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -831511.062500 Penalty: 4435.849609
	Iteration 32Q: 3 clusters Score -831511.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -831516.062500 Penalty: 4435.849609
	Iteration 33Q: 3 clusters Score -831516.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -831520.437500 Penalty: 4435.849609
	Iteration 34Q: 3 clusters Score -831520.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -831525.437500 Penalty: 4435.849609
	Iteration 35Q: 3 clusters Score -831525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -831530.187500 Penalty: 4435.849609
	Iteration 36Q: 3 clusters Score -831530.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -831532.875000 Penalty: 4435.849609
	Iteration 37Q: 3 clusters Score -831532.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -831534.937500 Penalty: 4435.849609
	Iteration 38Q: 3 clusters Score -831534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -831539.000000 Penalty: 4435.849609
	Iteration 39Q: 3 clusters Score -831539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -831539.437500 Penalty: 4435.849609
	Iteration 40F: 3 clusters Score -831539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -831542.562500 Penalty: 4435.849609
	Iteration 41Q: 3 clusters Score -831542.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -831545.312500 Penalty: 4435.849609
	Iteration 42Q: 3 clusters Score -831545.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -831552.250000 Penalty: 4435.849609
	Iteration 43Q: 3 clusters Score -831552.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -831556.312500 Penalty: 4435.849609
	Iteration 44Q: 3 clusters Score -831556.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -831561.687500 Penalty: 4435.849609
	Iteration 45Q: 3 clusters Score -831561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -831562.687500 Penalty: 4435.849609
	Iteration 46Q: 3 clusters Score -831562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -831564.375000 Penalty: 4435.849609
	Iteration 47Q: 3 clusters Score -831564.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -831567.250000 Penalty: 4435.849609
	Iteration 48Q: 3 clusters Score -831567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -831567.125000 Penalty: 4435.849609
	Iteration 49Q: 3 clusters Score -831567.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -831568.375000 Penalty: 4435.849609
	Iteration 50Q: 3 clusters Score -831568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -831571.062500 Penalty: 4435.849609
	Iteration 51Q: 3 clusters Score -831571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -831572.562500 Penalty: 4435.849609
	Iteration 52Q: 3 clusters Score -831572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -831574.562500 Penalty: 4435.849609
	Iteration 53Q: 3 clusters Score -831574.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -831574.750000 Penalty: 4435.849609
	Iteration 54Q: 3 clusters Score -831574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -831576.812500 Penalty: 4435.849609
	Iteration 55Q: 3 clusters Score -831576.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -831578.437500 Penalty: 4435.849609
	Iteration 56Q: 3 clusters Score -831578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -831579.812500 Penalty: 4435.849609
	Iteration 57Q: 3 clusters Score -831579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -831579.687500 Penalty: 4435.849609
	Iteration 58Q: 3 clusters Score -831579.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -831579.125000 Penalty: 4435.849609
	Iteration 59Q: 3 clusters Score -831579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -831584.000000 Penalty: 4435.849609
	Iteration 60F: 3 clusters Score -831584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -831588.562500 Penalty: 4435.849609
	Iteration 61Q: 3 clusters Score -831588.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -831595.000000 Penalty: 4435.849609
	Iteration 62Q: 3 clusters Score -831595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -831599.187500 Penalty: 4435.849609
	Iteration 63Q: 3 clusters Score -831599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -831602.187500 Penalty: 4435.849609
	Iteration 64Q: 3 clusters Score -831602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -831604.437500 Penalty: 4435.849609
	Iteration 65Q: 3 clusters Score -831604.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -831606.187500 Penalty: 4435.849609
	Iteration 66Q: 3 clusters Score -831606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -831611.750000 Penalty: 4435.849609
	Iteration 67Q: 3 clusters Score -831611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -831613.687500 Penalty: 4435.849609
	Iteration 68Q: 3 clusters Score -831613.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -831613.812500 Penalty: 4435.849609
	Iteration 69Q: 3 clusters Score -831613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -831615.812500 Penalty: 4435.849609
	Iteration 70Q: 3 clusters Score -831615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -831619.187500 Penalty: 4435.849609
	Iteration 71Q: 3 clusters Score -831619.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -831618.812500 Penalty: 4435.849609
	Iteration 72Q: 3 clusters Score -831618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -831619.812500 Penalty: 4435.849609
	Iteration 73Q: 3 clusters Score -831619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -831622.812500 Penalty: 4435.849609
	Iteration 74Q: 3 clusters Score -831622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -831622.937500 Penalty: 4435.849609
	Iteration 75Q: 3 clusters Score -831622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -831623.687500 Penalty: 4435.849609
	Iteration 76Q: 3 clusters Score -831623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -831623.625000 Penalty: 4435.849609
	Iteration 77Q: 3 clusters Score -831623.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -831625.125000 Penalty: 4435.849609
	Iteration 78Q: 3 clusters Score -831625.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -831625.687500 Penalty: 4435.849609
	Iteration 79Q: 3 clusters Score -831625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -831624.187500 Penalty: 4435.849609
	Iteration 80F: 3 clusters Score -831624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -831625.375000 Penalty: 4435.849609
	Iteration 81Q: 3 clusters Score -831625.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -831628.375000 Penalty: 4435.849609
	Iteration 82Q: 3 clusters Score -831628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -831630.875000 Penalty: 4435.849609
	Iteration 83Q: 3 clusters Score -831630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -831631.375000 Penalty: 4435.849609
	Iteration 84Q: 3 clusters Score -831631.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -831632.875000 Penalty: 4435.849609
	Iteration 85Q: 3 clusters Score -831632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -831632.750000 Penalty: 4435.849609
	Iteration 86Q: 3 clusters Score -831632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -831635.062500 Penalty: 4435.849609
	Iteration 87Q: 3 clusters Score -831635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -831636.562500 Penalty: 4435.849609
	Iteration 88Q: 3 clusters Score -831636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -831637.125000 Penalty: 4435.849609
	Iteration 89Q: 3 clusters Score -831637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -831639.625000 Penalty: 4435.849609
	Iteration 90Q: 3 clusters Score -831639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -831641.875000 Penalty: 4435.849609
	Iteration 91Q: 3 clusters Score -831641.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -831644.875000 Penalty: 4435.849609
	Iteration 92Q: 3 clusters Score -831644.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -831645.125000 Penalty: 4435.849609
	Iteration 93Q: 3 clusters Score -831645.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -831648.562500 Penalty: 4435.849609
	Iteration 94Q: 3 clusters Score -831648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -831648.437500 Penalty: 4435.849609
	Iteration 95Q: 3 clusters Score -831648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -831649.312500 Penalty: 4435.849609
	Iteration 96Q: 3 clusters Score -831649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -831648.937500 Penalty: 4435.849609
	Iteration 97Q: 3 clusters Score -831648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -831649.500000 Penalty: 4435.849609
	Iteration 98Q: 3 clusters Score -831649.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -831649.500000 Penalty: 4435.849609
	Iteration 99F: 3 clusters Score -831649.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -793260.250000 Penalty: 2186.983643
	Iteration 0F: 2 clusters Score -793260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -787634.187500 Penalty: 4373.967285
	Iteration 0F: 3 clusters Score -787634.2 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -789304.125000 Penalty: 4373.967285
	Iteration 1F: 3 clusters Score -789304.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -789817.812500 Penalty: 4373.967285
	Iteration 2F: 3 clusters Score -789817.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -790293.750000 Penalty: 4373.967285
	Iteration 3F: 3 clusters Score -790293.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -790760.937500 Penalty: 4373.967285
	Iteration 4F: 3 clusters Score -790760.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -791184.062500 Penalty: 4373.967285
	Iteration 5F: 3 clusters Score -791184.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -791497.000000 Penalty: 4373.967285
	Iteration 6F: 3 clusters Score -791497 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -791759.375000 Penalty: 4373.967285
	Iteration 7Q: 3 clusters Score -791759.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -791985.187500 Penalty: 4373.967285
	Iteration 8Q: 3 clusters Score -791985.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -792206.312500 Penalty: 4373.967285
	Iteration 9Q: 3 clusters Score -792206.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -792428.500000 Penalty: 4373.967285
	Iteration 10Q: 3 clusters Score -792428.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -792663.625000 Penalty: 4373.967285
	Iteration 11Q: 3 clusters Score -792663.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -792848.625000 Penalty: 4373.967285
	Iteration 12Q: 3 clusters Score -792848.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -792947.937500 Penalty: 4373.967285
	Iteration 13Q: 3 clusters Score -792947.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -792986.250000 Penalty: 4373.967285
	Iteration 14Q: 3 clusters Score -792986.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -793001.500000 Penalty: 4373.967285
	Iteration 15Q: 3 clusters Score -793001.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -793011.562500 Penalty: 4373.967285
	Iteration 16Q: 3 clusters Score -793011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -793013.500000 Penalty: 4373.967285
	Iteration 17Q: 3 clusters Score -793013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -793014.500000 Penalty: 4373.967285
	Iteration 18Q: 3 clusters Score -793014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -793016.187500 Penalty: 4373.967285
	Iteration 19Q: 3 clusters Score -793016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -793016.562500 Penalty: 4373.967285
	Iteration 20F: 3 clusters Score -793016.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -793016.125000 Penalty: 4373.967285
	Iteration 21Q: 3 clusters Score -793016.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -793016.187500 Penalty: 4373.967285
	Iteration 22Q: 3 clusters Score -793016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -793017.250000 Penalty: 4373.967285
	Iteration 23Q: 3 clusters Score -793017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -793017.687500 Penalty: 4373.967285
	Iteration 24Q: 3 clusters Score -793017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -793017.687500 Penalty: 4373.967285
	Iteration 25F: 3 clusters Score -793017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Entering Unmasked Estep 
Score: -964203.375000 Penalty: 2227.706299
	Iteration 0F: 2 clusters Score -964203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -957852.750000 Penalty: 4455.412598
	Iteration 0F: 3 clusters Score -957852.8 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -959627.500000 Penalty: 4455.412598
	Iteration 1F: 3 clusters Score -959627.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -959957.937500 Penalty: 4455.412598
	Iteration 2F: 3 clusters Score -959957.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -960199.375000 Penalty: 4455.412598
	Iteration 3F: 3 clusters Score -960199.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -960399.875000 Penalty: 4455.412598
	Iteration 4Q: 3 clusters Score -960399.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -960590.125000 Penalty: 4455.412598
	Iteration 5Q: 3 clusters Score -960590.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -960780.125000 Penalty: 4455.412598
	Iteration 6Q: 3 clusters Score -960780.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -960962.562500 Penalty: 4455.412598
	Iteration 7Q: 3 clusters Score -960962.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -961145.312500 Penalty: 4455.412598
	Iteration 8Q: 3 clusters Score -961145.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -961327.000000 Penalty: 4455.412598
	Iteration 9Q: 3 clusters Score -961327 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -961496.750000 Penalty: 4455.412598
	Iteration 10Q: 3 clusters Score -961496.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -961652.312500 Penalty: 4455.412598
	Iteration 11Q: 3 clusters Score -961652.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -961812.562500 Penalty: 4455.412598
	Iteration 12Q: 3 clusters Score -961812.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -961936.250000 Penalty: 4455.412598
	Iteration 13Q: 3 clusters Score -961936.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -962036.937500 Penalty: 4455.412598
	Iteration 14Q: 3 clusters Score -962036.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -962142.562500 Penalty: 4455.412598
	Iteration 15Q: 3 clusters Score -962142.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -962248.312500 Penalty: 4455.412598
	Iteration 16Q: 3 clusters Score -962248.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -962343.250000 Penalty: 4455.412598
	Iteration 17Q: 3 clusters Score -962343.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -962412.750000 Penalty: 4455.412598
	Iteration 18Q: 3 clusters Score -962412.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -962458.812500 Penalty: 4455.412598
	Iteration 19Q: 3 clusters Score -962458.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -962494.000000 Penalty: 4455.412598
	Iteration 20F: 3 clusters Score -962494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -962522.000000 Penalty: 4455.412598
	Iteration 21Q: 3 clusters Score -962522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -962544.937500 Penalty: 4455.412598
	Iteration 22Q: 3 clusters Score -962544.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -962557.625000 Penalty: 4455.412598
	Iteration 23Q: 3 clusters Score -962557.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -962576.437500 Penalty: 4455.412598
	Iteration 24Q: 3 clusters Score -962576.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -962588.500000 Penalty: 4455.412598
	Iteration 25Q: 3 clusters Score -962588.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -962598.312500 Penalty: 4455.412598
	Iteration 26Q: 3 clusters Score -962598.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -962608.875000 Penalty: 4455.412598
	Iteration 27Q: 3 clusters Score -962608.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -962617.500000 Penalty: 4455.412598
	Iteration 28Q: 3 clusters Score -962617.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -962627.250000 Penalty: 4455.412598
	Iteration 29Q: 3 clusters Score -962627.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -962630.687500 Penalty: 4455.412598
	Iteration 30Q: 3 clusters Score -962630.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -962635.625000 Penalty: 4455.412598
	Iteration 31Q: 3 clusters Score -962635.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -962642.437500 Penalty: 4455.412598
	Iteration 32Q: 3 clusters Score -962642.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -962652.125000 Penalty: 4455.412598
	Iteration 33Q: 3 clusters Score -962652.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -962662.500000 Penalty: 4455.412598
	Iteration 34Q: 3 clusters Score -962662.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -962676.625000 Penalty: 4455.412598
	Iteration 35Q: 3 clusters Score -962676.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -962696.312500 Penalty: 4455.412598
	Iteration 36Q: 3 clusters Score -962696.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -962720.812500 Penalty: 4455.412598
	Iteration 37Q: 3 clusters Score -962720.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -962779.000000 Penalty: 4455.412598
	Iteration 38Q: 3 clusters Score -962779 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -962935.187500 Penalty: 4455.412598
	Iteration 39Q: 3 clusters Score -962935.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -963450.812500 Penalty: 4455.412598
	Iteration 40F: 3 clusters Score -963450.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -964114.375000 Penalty: 4455.412598
	Iteration 41Q: 3 clusters Score -964114.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -964260.437500 Penalty: 4455.412598
	Iteration 42Q: 3 clusters Score -964260.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -964358.062500 Penalty: 4455.412598
	Iteration 43Q: 3 clusters Score -964358.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -964464.812500 Penalty: 4455.412598
	Iteration 44Q: 3 clusters Score -964464.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -964580.187500 Penalty: 4455.412598
	Iteration 45Q: 3 clusters Score -964580.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -964788.000000 Penalty: 4455.412598
	Iteration 46Q: 3 clusters Score -964788 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -965077.875000 Penalty: 4455.412598
	Iteration 47Q: 3 clusters Score -965077.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -965509.625000 Penalty: 4455.412598
	Iteration 48Q: 3 clusters Score -965509.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -965998.312500 Penalty: 4455.412598
	Iteration 49Q: 3 clusters Score -965998.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -966377.000000 Penalty: 4455.412598
	Iteration 50Q: 3 clusters Score -966377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -966614.750000 Penalty: 4455.412598
	Iteration 51Q: 3 clusters Score -966614.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -966749.312500 Penalty: 4455.412598
	Iteration 52Q: 3 clusters Score -966749.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -966805.437500 Penalty: 4455.412598
	Iteration 53Q: 3 clusters Score -966805.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -966824.500000 Penalty: 4455.412598
	Iteration 54Q: 3 clusters Score -966824.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -966854.000000 Penalty: 4455.412598
	Iteration 55Q: 3 clusters Score -966854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -966863.625000 Penalty: 4455.412598
	Iteration 56Q: 3 clusters Score -966863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -966866.250000 Penalty: 4455.412598
	Iteration 57Q: 3 clusters Score -966866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -966868.625000 Penalty: 4455.412598
	Iteration 58Q: 3 clusters Score -966868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -966868.125000 Penalty: 4455.412598
	Iteration 59Q: 3 clusters Score -966868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -966915.250000 Penalty: 4455.412598
	Iteration 60F: 3 clusters Score -966915.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -966922.750000 Penalty: 4455.412598
	Iteration 61Q: 3 clusters Score -966922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -966927.062500 Penalty: 4455.412598
	Iteration 62Q: 3 clusters Score -966927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -966926.000000 Penalty: 4455.412598
	Iteration 63Q: 3 clusters Score -966926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -966926.000000 Penalty: 4455.412598
	Iteration 64F: 3 clusters Score -966926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 13270 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 36801 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 14093 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 29114 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 5954 members 
Mstep: Class 17 contains 13846 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18489 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 8863 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6652 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 4168 members 
Entering Unmasked Estep 
Score: -35702740.000000 Penalty: 103772.101562
Splitting cluster 7 changes total score from -35700960.000000 to -35702740.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 8 (7168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Entering Unmasked Estep 
Score: -618672.312500 Penalty: 2201.590820
	Iteration 0F: 2 clusters Score -618672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -612796.875000 Penalty: 4403.181641
	Iteration 0F: 3 clusters Score -612796.9 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -614407.312500 Penalty: 4403.181641
	Iteration 1F: 3 clusters Score -614407.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -614763.500000 Penalty: 4403.181641
	Iteration 2F: 3 clusters Score -614763.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -615045.562500 Penalty: 4403.181641
	Iteration 3F: 3 clusters Score -615045.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -615306.750000 Penalty: 4403.181641
	Iteration 4F: 3 clusters Score -615306.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -615537.500000 Penalty: 4403.181641
	Iteration 5Q: 3 clusters Score -615537.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -615725.250000 Penalty: 4403.181641
	Iteration 6Q: 3 clusters Score -615725.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -615925.375000 Penalty: 4403.181641
	Iteration 7Q: 3 clusters Score -615925.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -616117.062500 Penalty: 4403.181641
	Iteration 8Q: 3 clusters Score -616117.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -616280.000000 Penalty: 4403.181641
	Iteration 9Q: 3 clusters Score -616280 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -616428.625000 Penalty: 4403.181641
	Iteration 10Q: 3 clusters Score -616428.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -616554.125000 Penalty: 4403.181641
	Iteration 11Q: 3 clusters Score -616554.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -616655.000000 Penalty: 4403.181641
	Iteration 12Q: 3 clusters Score -616655 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -616727.062500 Penalty: 4403.181641
	Iteration 13Q: 3 clusters Score -616727.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -616778.625000 Penalty: 4403.181641
	Iteration 14Q: 3 clusters Score -616778.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -616824.375000 Penalty: 4403.181641
	Iteration 15Q: 3 clusters Score -616824.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -616869.312500 Penalty: 4403.181641
	Iteration 16Q: 3 clusters Score -616869.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -616902.687500 Penalty: 4403.181641
	Iteration 17Q: 3 clusters Score -616902.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -616928.125000 Penalty: 4403.181641
	Iteration 18Q: 3 clusters Score -616928.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -616947.750000 Penalty: 4403.181641
	Iteration 19Q: 3 clusters Score -616947.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -616962.375000 Penalty: 4403.181641
	Iteration 20F: 3 clusters Score -616962.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -616975.875000 Penalty: 4403.181641
	Iteration 21Q: 3 clusters Score -616975.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -616990.250000 Penalty: 4403.181641
	Iteration 22Q: 3 clusters Score -616990.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -617001.375000 Penalty: 4403.181641
	Iteration 23Q: 3 clusters Score -617001.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -617011.250000 Penalty: 4403.181641
	Iteration 24Q: 3 clusters Score -617011.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -617024.375000 Penalty: 4403.181641
	Iteration 25Q: 3 clusters Score -617024.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -617029.562500 Penalty: 4403.181641
	Iteration 26Q: 3 clusters Score -617029.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -617036.187500 Penalty: 4403.181641
	Iteration 27Q: 3 clusters Score -617036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -617037.312500 Penalty: 4403.181641
	Iteration 28Q: 3 clusters Score -617037.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -617037.875000 Penalty: 4403.181641
	Iteration 29Q: 3 clusters Score -617037.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -617042.125000 Penalty: 4403.181641
	Iteration 30Q: 3 clusters Score -617042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -617042.250000 Penalty: 4403.181641
	Iteration 31Q: 3 clusters Score -617042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -617043.562500 Penalty: 4403.181641
	Iteration 32Q: 3 clusters Score -617043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -617043.875000 Penalty: 4403.181641
	Iteration 33Q: 3 clusters Score -617043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -617045.750000 Penalty: 4403.181641
	Iteration 34Q: 3 clusters Score -617045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -617047.687500 Penalty: 4403.181641
	Iteration 35Q: 3 clusters Score -617047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -617050.375000 Penalty: 4403.181641
	Iteration 36Q: 3 clusters Score -617050.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -617052.875000 Penalty: 4403.181641
	Iteration 37Q: 3 clusters Score -617052.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -617054.375000 Penalty: 4403.181641
	Iteration 38Q: 3 clusters Score -617054.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -617056.500000 Penalty: 4403.181641
	Iteration 39Q: 3 clusters Score -617056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -617056.625000 Penalty: 4403.181641
	Iteration 40F: 3 clusters Score -617056.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Entering Unmasked Estep 
Score: -4415425.500000 Penalty: 2607.293457
	Iteration 0F: 2 clusters Score -4415426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -4390526.500000 Penalty: 5214.586914
	Iteration 0F: 3 clusters Score -4390526 nChanged 16788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4399783.500000 Penalty: 5214.586914
	Iteration 1F: 3 clusters Score -4399784 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4400480.000000 Penalty: 5214.586914
	Iteration 2F: 3 clusters Score -4400480 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4401224.000000 Penalty: 5214.586914
	Iteration 3Q: 3 clusters Score -4401224 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -4401998.500000 Penalty: 5214.586914
	Iteration 4Q: 3 clusters Score -4401998 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -4402762.500000 Penalty: 5214.586914
	Iteration 5Q: 3 clusters Score -4402762 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4403475.000000 Penalty: 5214.586914
	Iteration 6Q: 3 clusters Score -4403475 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4404262.500000 Penalty: 5214.586914
	Iteration 7Q: 3 clusters Score -4404262 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -4405055.500000 Penalty: 5214.586914
	Iteration 8Q: 3 clusters Score -4405056 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4406012.500000 Penalty: 5214.586914
	Iteration 9Q: 3 clusters Score -4406012 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4407225.000000 Penalty: 5214.586914
	Iteration 10F: 3 clusters Score -4407225 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4408716.500000 Penalty: 5214.586914
	Iteration 11F: 3 clusters Score -4408716 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4410299.500000 Penalty: 5214.586914
	Iteration 12F: 3 clusters Score -4410300 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -4411670.500000 Penalty: 5214.586914
	Iteration 13Q: 3 clusters Score -4411670 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4412676.500000 Penalty: 5214.586914
	Iteration 14Q: 3 clusters Score -4412676 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -4413354.000000 Penalty: 5214.586914
	Iteration 15Q: 3 clusters Score -4413354 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -4413868.000000 Penalty: 5214.586914
	Iteration 16Q: 3 clusters Score -4413868 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -4414225.500000 Penalty: 5214.586914
	Iteration 17Q: 3 clusters Score -4414226 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4414434.500000 Penalty: 5214.586914
	Iteration 18Q: 3 clusters Score -4414434 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -4414561.500000 Penalty: 5214.586914
	Iteration 19Q: 3 clusters Score -4414562 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -4414627.500000 Penalty: 5214.586914
	Iteration 20F: 3 clusters Score -4414628 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4414679.500000 Penalty: 5214.586914
	Iteration 21Q: 3 clusters Score -4414680 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4414710.500000 Penalty: 5214.586914
	Iteration 22Q: 3 clusters Score -4414710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4414737.000000 Penalty: 5214.586914
	Iteration 23Q: 3 clusters Score -4414737 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4414765.000000 Penalty: 5214.586914
	Iteration 24Q: 3 clusters Score -4414765 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -4414796.500000 Penalty: 5214.586914
	Iteration 25Q: 3 clusters Score -4414796 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4414813.000000 Penalty: 5214.586914
	Iteration 26Q: 3 clusters Score -4414813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -4414817.500000 Penalty: 5214.586914
	Iteration 27Q: 3 clusters Score -4414818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4414838.500000 Penalty: 5214.586914
	Iteration 28Q: 3 clusters Score -4414838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -4414849.500000 Penalty: 5214.586914
	Iteration 29Q: 3 clusters Score -4414850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4414864.000000 Penalty: 5214.586914
	Iteration 30Q: 3 clusters Score -4414864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4414875.500000 Penalty: 5214.586914
	Iteration 31Q: 3 clusters Score -4414876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4414892.500000 Penalty: 5214.586914
	Iteration 32Q: 3 clusters Score -4414892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4414898.000000 Penalty: 5214.586914
	Iteration 33Q: 3 clusters Score -4414898 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4414904.000000 Penalty: 5214.586914
	Iteration 34Q: 3 clusters Score -4414904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4414911.000000 Penalty: 5214.586914
	Iteration 35Q: 3 clusters Score -4414911 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4414921.000000 Penalty: 5214.586914
	Iteration 36Q: 3 clusters Score -4414921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -4414921.500000 Penalty: 5214.586914
	Iteration 37Q: 3 clusters Score -4414922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4414927.500000 Penalty: 5214.586914
	Iteration 38Q: 3 clusters Score -4414928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -4414935.000000 Penalty: 5214.586914
	Iteration 39Q: 3 clusters Score -4414935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4414939.000000 Penalty: 5214.586914
	Iteration 40F: 3 clusters Score -4414939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -4414939.500000 Penalty: 5214.586914
	Iteration 41Q: 3 clusters Score -4414940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4414947.500000 Penalty: 5214.586914
	Iteration 42Q: 3 clusters Score -4414948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4414951.500000 Penalty: 5214.586914
	Iteration 43Q: 3 clusters Score -4414952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4414955.500000 Penalty: 5214.586914
	Iteration 44Q: 3 clusters Score -4414956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4414963.500000 Penalty: 5214.586914
	Iteration 45Q: 3 clusters Score -4414964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4414969.000000 Penalty: 5214.586914
	Iteration 46Q: 3 clusters Score -4414969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -4414960.000000 Penalty: 5214.586914
	Iteration 47Q: 3 clusters Score -4414960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4414956.500000 Penalty: 5214.586914
	Iteration 48Q: 3 clusters Score -4414956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4414957.500000 Penalty: 5214.586914
	Iteration 49Q: 3 clusters Score -4414958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4414961.000000 Penalty: 5214.586914
	Iteration 50Q: 3 clusters Score -4414961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4414963.500000 Penalty: 5214.586914
	Iteration 51Q: 3 clusters Score -4414964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -4414965.000000 Penalty: 5214.586914
	Iteration 52Q: 3 clusters Score -4414965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4414963.500000 Penalty: 5214.586914
	Iteration 53Q: 3 clusters Score -4414964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4414971.500000 Penalty: 5214.586914
	Iteration 54Q: 3 clusters Score -4414972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4414976.500000 Penalty: 5214.586914
	Iteration 55Q: 3 clusters Score -4414976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4414980.000000 Penalty: 5214.586914
	Iteration 56Q: 3 clusters Score -4414980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4414997.000000 Penalty: 5214.586914
	Iteration 57Q: 3 clusters Score -4414997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4414993.000000 Penalty: 5214.586914
	Iteration 58Q: 3 clusters Score -4414993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4414998.500000 Penalty: 5214.586914
	Iteration 59Q: 3 clusters Score -4414998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -4415001.000000 Penalty: 5214.586914
	Iteration 60F: 3 clusters Score -4415001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -4415005.000000 Penalty: 5214.586914
	Iteration 61Q: 3 clusters Score -4415005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4415005.500000 Penalty: 5214.586914
	Iteration 62Q: 3 clusters Score -4415006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4415009.500000 Penalty: 5214.586914
	Iteration 63Q: 3 clusters Score -4415010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4415014.500000 Penalty: 5214.586914
	Iteration 64Q: 3 clusters Score -4415014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4415026.000000 Penalty: 5214.586914
	Iteration 65Q: 3 clusters Score -4415026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -4415026.000000 Penalty: 5214.586914
	Iteration 66Q: 3 clusters Score -4415026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -4415024.500000 Penalty: 5214.586914
	Iteration 67Q: 3 clusters Score -4415024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -4415027.000000 Penalty: 5214.586914
	Iteration 68Q: 3 clusters Score -4415027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4415030.500000 Penalty: 5214.586914
	Iteration 69Q: 3 clusters Score -4415030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4415021.500000 Penalty: 5214.586914
	Iteration 70Q: 3 clusters Score -4415022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4415019.500000 Penalty: 5214.586914
	Iteration 71Q: 3 clusters Score -4415020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -4415026.500000 Penalty: 5214.586914
	Iteration 72Q: 3 clusters Score -4415026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -4415038.000000 Penalty: 5214.586914
	Iteration 73Q: 3 clusters Score -4415038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4415045.500000 Penalty: 5214.586914
	Iteration 74Q: 3 clusters Score -4415046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4415042.000000 Penalty: 5214.586914
	Iteration 75Q: 3 clusters Score -4415042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4415029.000000 Penalty: 5214.586914
	Iteration 76Q: 3 clusters Score -4415029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -4415036.500000 Penalty: 5214.586914
	Iteration 77Q: 3 clusters Score -4415036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4415035.000000 Penalty: 5214.586914
	Iteration 78Q: 3 clusters Score -4415035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -4415030.500000 Penalty: 5214.586914
	Iteration 79Q: 3 clusters Score -4415030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4415035.500000 Penalty: 5214.586914
	Iteration 80F: 3 clusters Score -4415036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4415037.500000 Penalty: 5214.586914
	Iteration 81Q: 3 clusters Score -4415038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4415048.000000 Penalty: 5214.586914
	Iteration 82Q: 3 clusters Score -4415048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4415049.000000 Penalty: 5214.586914
	Iteration 83Q: 3 clusters Score -4415049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4415058.500000 Penalty: 5214.586914
	Iteration 84Q: 3 clusters Score -4415058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4415065.500000 Penalty: 5214.586914
	Iteration 85Q: 3 clusters Score -4415066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4415065.500000 Penalty: 5214.586914
	Iteration 86Q: 3 clusters Score -4415066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4415057.000000 Penalty: 5214.586914
	Iteration 87Q: 3 clusters Score -4415057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4415064.500000 Penalty: 5214.586914
	Iteration 88Q: 3 clusters Score -4415064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -4415068.500000 Penalty: 5214.586914
	Iteration 89Q: 3 clusters Score -4415068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4415067.000000 Penalty: 5214.586914
	Iteration 90Q: 3 clusters Score -4415067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4415071.000000 Penalty: 5214.586914
	Iteration 91Q: 3 clusters Score -4415071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4415069.000000 Penalty: 5214.586914
	Iteration 92Q: 3 clusters Score -4415069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4415074.500000 Penalty: 5214.586914
	Iteration 93Q: 3 clusters Score -4415074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4415075.500000 Penalty: 5214.586914
	Iteration 94Q: 3 clusters Score -4415076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4415084.000000 Penalty: 5214.586914
	Iteration 95Q: 3 clusters Score -4415084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -4415088.500000 Penalty: 5214.586914
	Iteration 96Q: 3 clusters Score -4415088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4415089.000000 Penalty: 5214.586914
	Iteration 97Q: 3 clusters Score -4415089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4415098.500000 Penalty: 5214.586914
	Iteration 98Q: 3 clusters Score -4415098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4415106.000000 Penalty: 5214.586914
	Iteration 99Q: 3 clusters Score -4415106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4415108.500000 Penalty: 5214.586914
	Iteration 100F: 3 clusters Score -4415108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4415109.500000 Penalty: 5214.586914
	Iteration 101Q: 3 clusters Score -4415110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4415114.000000 Penalty: 5214.586914
	Iteration 102Q: 3 clusters Score -4415114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4415114.500000 Penalty: 5214.586914
	Iteration 103Q: 3 clusters Score -4415114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4415114.000000 Penalty: 5214.586914
	Iteration 104Q: 3 clusters Score -4415114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4415137.500000 Penalty: 5214.586914
	Iteration 105Q: 3 clusters Score -4415138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4415141.000000 Penalty: 5214.586914
	Iteration 106Q: 3 clusters Score -4415141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4415162.000000 Penalty: 5214.586914
	Iteration 107Q: 3 clusters Score -4415162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4415165.000000 Penalty: 5214.586914
	Iteration 108Q: 3 clusters Score -4415165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4415160.500000 Penalty: 5214.586914
	Iteration 109Q: 3 clusters Score -4415160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4415174.500000 Penalty: 5214.586914
	Iteration 110Q: 3 clusters Score -4415174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4415172.500000 Penalty: 5214.586914
	Iteration 111Q: 3 clusters Score -4415172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4415177.500000 Penalty: 5214.586914
	Iteration 112Q: 3 clusters Score -4415178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4415190.500000 Penalty: 5214.586914
	Iteration 113Q: 3 clusters Score -4415190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4415207.500000 Penalty: 5214.586914
	Iteration 114Q: 3 clusters Score -4415208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4415209.500000 Penalty: 5214.586914
	Iteration 115Q: 3 clusters Score -4415210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4415236.500000 Penalty: 5214.586914
	Iteration 116Q: 3 clusters Score -4415236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4415247.000000 Penalty: 5214.586914
	Iteration 117Q: 3 clusters Score -4415247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4415259.500000 Penalty: 5214.586914
	Iteration 118Q: 3 clusters Score -4415260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4415266.500000 Penalty: 5214.586914
	Iteration 119Q: 3 clusters Score -4415266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4415269.500000 Penalty: 5214.586914
	Iteration 120F: 3 clusters Score -4415270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4415269.500000 Penalty: 5214.586914
	Iteration 121Q: 3 clusters Score -4415270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4415267.000000 Penalty: 5214.586914
	Iteration 122Q: 3 clusters Score -4415267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4415268.000000 Penalty: 5214.586914
	Iteration 123Q: 3 clusters Score -4415268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4415264.000000 Penalty: 5214.586914
	Iteration 124Q: 3 clusters Score -4415264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4415268.000000 Penalty: 5214.586914
	Iteration 125Q: 3 clusters Score -4415268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4415272.000000 Penalty: 5214.586914
	Iteration 126Q: 3 clusters Score -4415272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4415272.000000 Penalty: 5214.586914
	Iteration 127F: 3 clusters Score -4415272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Entering Unmasked Estep 
Score: -504210.718750 Penalty: 2091.099609
	Iteration 0F: 2 clusters Score -504210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -500045.218750 Penalty: 4182.199219
	Iteration 0F: 3 clusters Score -500045.2 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -501329.125000 Penalty: 4182.199219
	Iteration 1F: 3 clusters Score -501329.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -501708.281250 Penalty: 4182.199219
	Iteration 2F: 3 clusters Score -501708.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -502021.625000 Penalty: 4182.199219
	Iteration 3F: 3 clusters Score -502021.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -502309.093750 Penalty: 4182.199219
	Iteration 4F: 3 clusters Score -502309.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -502523.125000 Penalty: 4182.199219
	Iteration 5F: 3 clusters Score -502523.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -502699.625000 Penalty: 4182.199219
	Iteration 6Q: 3 clusters Score -502699.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -502842.687500 Penalty: 4182.199219
	Iteration 7Q: 3 clusters Score -502842.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -502948.281250 Penalty: 4182.199219
	Iteration 8Q: 3 clusters Score -502948.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -503031.218750 Penalty: 4182.199219
	Iteration 9Q: 3 clusters Score -503031.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -503089.937500 Penalty: 4182.199219
	Iteration 10Q: 3 clusters Score -503089.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -503126.093750 Penalty: 4182.199219
	Iteration 11Q: 3 clusters Score -503126.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -503153.312500 Penalty: 4182.199219
	Iteration 12Q: 3 clusters Score -503153.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -503178.156250 Penalty: 4182.199219
	Iteration 13Q: 3 clusters Score -503178.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -503203.687500 Penalty: 4182.199219
	Iteration 14Q: 3 clusters Score -503203.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -503227.656250 Penalty: 4182.199219
	Iteration 15Q: 3 clusters Score -503227.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -503246.968750 Penalty: 4182.199219
	Iteration 16Q: 3 clusters Score -503247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -503266.375000 Penalty: 4182.199219
	Iteration 17Q: 3 clusters Score -503266.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -503282.625000 Penalty: 4182.199219
	Iteration 18Q: 3 clusters Score -503282.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -503294.937500 Penalty: 4182.199219
	Iteration 19Q: 3 clusters Score -503294.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -503304.625000 Penalty: 4182.199219
	Iteration 20F: 3 clusters Score -503304.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -503311.468750 Penalty: 4182.199219
	Iteration 21Q: 3 clusters Score -503311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -503314.718750 Penalty: 4182.199219
	Iteration 22Q: 3 clusters Score -503314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -503316.843750 Penalty: 4182.199219
	Iteration 23Q: 3 clusters Score -503316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -503318.687500 Penalty: 4182.199219
	Iteration 24Q: 3 clusters Score -503318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -503323.812500 Penalty: 4182.199219
	Iteration 25Q: 3 clusters Score -503323.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -503331.343750 Penalty: 4182.199219
	Iteration 26Q: 3 clusters Score -503331.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -503338.406250 Penalty: 4182.199219
	Iteration 27Q: 3 clusters Score -503338.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -503347.000000 Penalty: 4182.199219
	Iteration 28Q: 3 clusters Score -503347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -503350.812500 Penalty: 4182.199219
	Iteration 29Q: 3 clusters Score -503350.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -503357.875000 Penalty: 4182.199219
	Iteration 30Q: 3 clusters Score -503357.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -503370.781250 Penalty: 4182.199219
	Iteration 31Q: 3 clusters Score -503370.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -503378.218750 Penalty: 4182.199219
	Iteration 32Q: 3 clusters Score -503378.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -503393.625000 Penalty: 4182.199219
	Iteration 33Q: 3 clusters Score -503393.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -503407.875000 Penalty: 4182.199219
	Iteration 34Q: 3 clusters Score -503407.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -503421.250000 Penalty: 4182.199219
	Iteration 35Q: 3 clusters Score -503421.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -503428.781250 Penalty: 4182.199219
	Iteration 36Q: 3 clusters Score -503428.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -503438.781250 Penalty: 4182.199219
	Iteration 37Q: 3 clusters Score -503438.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -503448.312500 Penalty: 4182.199219
	Iteration 38Q: 3 clusters Score -503448.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -503459.250000 Penalty: 4182.199219
	Iteration 39Q: 3 clusters Score -503459.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -503470.031250 Penalty: 4182.199219
	Iteration 40F: 3 clusters Score -503470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -503475.156250 Penalty: 4182.199219
	Iteration 41Q: 3 clusters Score -503475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -503476.000000 Penalty: 4182.199219
	Iteration 42Q: 3 clusters Score -503476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -503477.687500 Penalty: 4182.199219
	Iteration 43Q: 3 clusters Score -503477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -503478.062500 Penalty: 4182.199219
	Iteration 44Q: 3 clusters Score -503478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -503478.906250 Penalty: 4182.199219
	Iteration 45Q: 3 clusters Score -503478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -503478.562500 Penalty: 4182.199219
	Iteration 46Q: 3 clusters Score -503478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -503479.062500 Penalty: 4182.199219
	Iteration 47Q: 3 clusters Score -503479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -503479.062500 Penalty: 4182.199219
	Iteration 48F: 3 clusters Score -503479.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Entering Unmasked Estep 
Score: -1365190.000000 Penalty: 2358.296387
	Iteration 0F: 2 clusters Score -1365190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1355223.125000 Penalty: 4716.592773
	Iteration 0F: 3 clusters Score -1355223 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1358767.625000 Penalty: 4716.592773
	Iteration 1F: 3 clusters Score -1358768 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1359558.375000 Penalty: 4716.592773
	Iteration 2F: 3 clusters Score -1359558 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1360435.750000 Penalty: 4716.592773
	Iteration 3F: 3 clusters Score -1360436 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1361263.875000 Penalty: 4716.592773
	Iteration 4F: 3 clusters Score -1361264 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1362008.875000 Penalty: 4716.592773
	Iteration 5F: 3 clusters Score -1362009 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1362618.500000 Penalty: 4716.592773
	Iteration 6F: 3 clusters Score -1362618 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1363044.250000 Penalty: 4716.592773
	Iteration 7Q: 3 clusters Score -1363044 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1363363.000000 Penalty: 4716.592773
	Iteration 8Q: 3 clusters Score -1363363 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1363616.125000 Penalty: 4716.592773
	Iteration 9Q: 3 clusters Score -1363616 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1363798.875000 Penalty: 4716.592773
	Iteration 10Q: 3 clusters Score -1363799 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1363966.125000 Penalty: 4716.592773
	Iteration 11Q: 3 clusters Score -1363966 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1364066.125000 Penalty: 4716.592773
	Iteration 12Q: 3 clusters Score -1364066 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1364144.750000 Penalty: 4716.592773
	Iteration 13Q: 3 clusters Score -1364145 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1364193.125000 Penalty: 4716.592773
	Iteration 14Q: 3 clusters Score -1364193 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1364248.875000 Penalty: 4716.592773
	Iteration 15Q: 3 clusters Score -1364249 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1364304.000000 Penalty: 4716.592773
	Iteration 16Q: 3 clusters Score -1364304 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1364372.250000 Penalty: 4716.592773
	Iteration 17Q: 3 clusters Score -1364372 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1364415.625000 Penalty: 4716.592773
	Iteration 18Q: 3 clusters Score -1364416 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1364470.625000 Penalty: 4716.592773
	Iteration 19Q: 3 clusters Score -1364471 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1364506.750000 Penalty: 4716.592773
	Iteration 20F: 3 clusters Score -1364507 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1364541.250000 Penalty: 4716.592773
	Iteration 21Q: 3 clusters Score -1364541 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1364567.000000 Penalty: 4716.592773
	Iteration 22Q: 3 clusters Score -1364567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1364585.500000 Penalty: 4716.592773
	Iteration 23Q: 3 clusters Score -1364586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1364601.625000 Penalty: 4716.592773
	Iteration 24Q: 3 clusters Score -1364602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1364617.750000 Penalty: 4716.592773
	Iteration 25Q: 3 clusters Score -1364618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1364628.375000 Penalty: 4716.592773
	Iteration 26Q: 3 clusters Score -1364628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1364635.625000 Penalty: 4716.592773
	Iteration 27Q: 3 clusters Score -1364636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1364645.875000 Penalty: 4716.592773
	Iteration 28Q: 3 clusters Score -1364646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1364654.875000 Penalty: 4716.592773
	Iteration 29Q: 3 clusters Score -1364655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1364659.875000 Penalty: 4716.592773
	Iteration 30Q: 3 clusters Score -1364660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1364658.625000 Penalty: 4716.592773
	Iteration 31Q: 3 clusters Score -1364659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1364663.625000 Penalty: 4716.592773
	Iteration 32Q: 3 clusters Score -1364664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1364664.625000 Penalty: 4716.592773
	Iteration 33Q: 3 clusters Score -1364665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1364665.750000 Penalty: 4716.592773
	Iteration 34Q: 3 clusters Score -1364666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1364669.625000 Penalty: 4716.592773
	Iteration 35Q: 3 clusters Score -1364670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1364672.500000 Penalty: 4716.592773
	Iteration 36Q: 3 clusters Score -1364672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1364676.375000 Penalty: 4716.592773
	Iteration 37Q: 3 clusters Score -1364676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1364676.500000 Penalty: 4716.592773
	Iteration 38Q: 3 clusters Score -1364676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1364677.750000 Penalty: 4716.592773
	Iteration 39Q: 3 clusters Score -1364678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1364680.750000 Penalty: 4716.592773
	Iteration 40F: 3 clusters Score -1364681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1364685.875000 Penalty: 4716.592773
	Iteration 41Q: 3 clusters Score -1364686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1364691.125000 Penalty: 4716.592773
	Iteration 42Q: 3 clusters Score -1364691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1364689.750000 Penalty: 4716.592773
	Iteration 43Q: 3 clusters Score -1364690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1364690.500000 Penalty: 4716.592773
	Iteration 44Q: 3 clusters Score -1364690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1364694.000000 Penalty: 4716.592773
	Iteration 45Q: 3 clusters Score -1364694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1364696.750000 Penalty: 4716.592773
	Iteration 46Q: 3 clusters Score -1364697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1364700.250000 Penalty: 4716.592773
	Iteration 47Q: 3 clusters Score -1364700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1364699.625000 Penalty: 4716.592773
	Iteration 48Q: 3 clusters Score -1364700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1364700.875000 Penalty: 4716.592773
	Iteration 49Q: 3 clusters Score -1364701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1364699.625000 Penalty: 4716.592773
	Iteration 50Q: 3 clusters Score -1364700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1364701.375000 Penalty: 4716.592773
	Iteration 51Q: 3 clusters Score -1364701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1364702.000000 Penalty: 4716.592773
	Iteration 52Q: 3 clusters Score -1364702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1364701.875000 Penalty: 4716.592773
	Iteration 53Q: 3 clusters Score -1364702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1364702.875000 Penalty: 4716.592773
	Iteration 54Q: 3 clusters Score -1364703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1364706.250000 Penalty: 4716.592773
	Iteration 55Q: 3 clusters Score -1364706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1364705.125000 Penalty: 4716.592773
	Iteration 56Q: 3 clusters Score -1364705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1364707.125000 Penalty: 4716.592773
	Iteration 57Q: 3 clusters Score -1364707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1364704.375000 Penalty: 4716.592773
	Iteration 58Q: 3 clusters Score -1364704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1364704.500000 Penalty: 4716.592773
	Iteration 59Q: 3 clusters Score -1364704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1364704.375000 Penalty: 4716.592773
	Iteration 60F: 3 clusters Score -1364704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1364703.875000 Penalty: 4716.592773
	Iteration 61Q: 3 clusters Score -1364704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1364707.250000 Penalty: 4716.592773
	Iteration 62Q: 3 clusters Score -1364707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1364706.250000 Penalty: 4716.592773
	Iteration 63Q: 3 clusters Score -1364706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1364706.250000 Penalty: 4716.592773
	Iteration 64F: 3 clusters Score -1364706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Entering Unmasked Estep 
Score: -1685597.500000 Penalty: 2369.251465
	Iteration 0F: 2 clusters Score -1685598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1675405.250000 Penalty: 4738.502930
	Iteration 0F: 3 clusters Score -1675405 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1678770.500000 Penalty: 4738.502930
	Iteration 1F: 3 clusters Score -1678770 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1679305.250000 Penalty: 4738.502930
	Iteration 2F: 3 clusters Score -1679305 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1679871.000000 Penalty: 4738.502930
	Iteration 3F: 3 clusters Score -1679871 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1680452.625000 Penalty: 4738.502930
	Iteration 4F: 3 clusters Score -1680453 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1681073.500000 Penalty: 4738.502930
	Iteration 5F: 3 clusters Score -1681074 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1681687.625000 Penalty: 4738.502930
	Iteration 6F: 3 clusters Score -1681688 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1682271.250000 Penalty: 4738.502930
	Iteration 7F: 3 clusters Score -1682271 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1682785.000000 Penalty: 4738.502930
	Iteration 8Q: 3 clusters Score -1682785 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1683252.125000 Penalty: 4738.502930
	Iteration 9Q: 3 clusters Score -1683252 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1683650.000000 Penalty: 4738.502930
	Iteration 10Q: 3 clusters Score -1683650 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1684031.500000 Penalty: 4738.502930
	Iteration 11Q: 3 clusters Score -1684032 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1684360.375000 Penalty: 4738.502930
	Iteration 12Q: 3 clusters Score -1684360 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1684674.250000 Penalty: 4738.502930
	Iteration 13Q: 3 clusters Score -1684674 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1684945.000000 Penalty: 4738.502930
	Iteration 14Q: 3 clusters Score -1684945 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1685203.500000 Penalty: 4738.502930
	Iteration 15Q: 3 clusters Score -1685204 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1685429.500000 Penalty: 4738.502930
	Iteration 16Q: 3 clusters Score -1685430 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1685585.375000 Penalty: 4738.502930
	Iteration 17Q: 3 clusters Score -1685585 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1685695.375000 Penalty: 4738.502930
	Iteration 18Q: 3 clusters Score -1685695 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1685774.875000 Penalty: 4738.502930
	Iteration 19Q: 3 clusters Score -1685775 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1685838.125000 Penalty: 4738.502930
	Iteration 20F: 3 clusters Score -1685838 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1685892.500000 Penalty: 4738.502930
	Iteration 21Q: 3 clusters Score -1685892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1685927.750000 Penalty: 4738.502930
	Iteration 22Q: 3 clusters Score -1685928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1685951.750000 Penalty: 4738.502930
	Iteration 23Q: 3 clusters Score -1685952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1685974.125000 Penalty: 4738.502930
	Iteration 24Q: 3 clusters Score -1685974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1685979.500000 Penalty: 4738.502930
	Iteration 25Q: 3 clusters Score -1685980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1685984.250000 Penalty: 4738.502930
	Iteration 26Q: 3 clusters Score -1685984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1685987.500000 Penalty: 4738.502930
	Iteration 27Q: 3 clusters Score -1685988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1685990.625000 Penalty: 4738.502930
	Iteration 28Q: 3 clusters Score -1685991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1685993.750000 Penalty: 4738.502930
	Iteration 29Q: 3 clusters Score -1685994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1685992.875000 Penalty: 4738.502930
	Iteration 30Q: 3 clusters Score -1685993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1686000.000000 Penalty: 4738.502930
	Iteration 31Q: 3 clusters Score -1686000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1686002.000000 Penalty: 4738.502930
	Iteration 32Q: 3 clusters Score -1686002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1686005.250000 Penalty: 4738.502930
	Iteration 33Q: 3 clusters Score -1686005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1686005.375000 Penalty: 4738.502930
	Iteration 34Q: 3 clusters Score -1686005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1686005.000000 Penalty: 4738.502930
	Iteration 35Q: 3 clusters Score -1686005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1686005.000000 Penalty: 4738.502930
	Iteration 36F: 3 clusters Score -1686005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 13270 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 36801 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 7557 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 29114 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 5954 members 
Mstep: Class 17 contains 13846 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18489 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 8863 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6652 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 4168 members 
Mstep: Class 34 contains 6536 members 
Entering Unmasked Estep 
Score: -35702300.000000 Penalty: 106916.710938
Splitting cluster 12 changes total score from -35700960.000000 to -35702300.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 13 (24731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Entering Unmasked Estep 
Score: -2730401.500000 Penalty: 2508.721436
	Iteration 0F: 2 clusters Score -2730402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2713268.750000 Penalty: 5017.442871
	Iteration 0F: 3 clusters Score -2713269 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2719317.750000 Penalty: 5017.442871
	Iteration 1F: 3 clusters Score -2719318 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2719913.750000 Penalty: 5017.442871
	Iteration 2F: 3 clusters Score -2719914 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2720445.750000 Penalty: 5017.442871
	Iteration 3F: 3 clusters Score -2720446 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2721005.250000 Penalty: 5017.442871
	Iteration 4Q: 3 clusters Score -2721005 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2721599.000000 Penalty: 5017.442871
	Iteration 5Q: 3 clusters Score -2721599 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2722264.250000 Penalty: 5017.442871
	Iteration 6Q: 3 clusters Score -2722264 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2722905.000000 Penalty: 5017.442871
	Iteration 7Q: 3 clusters Score -2722905 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2723471.250000 Penalty: 5017.442871
	Iteration 8Q: 3 clusters Score -2723471 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2724103.250000 Penalty: 5017.442871
	Iteration 9Q: 3 clusters Score -2724103 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2724734.000000 Penalty: 5017.442871
	Iteration 10Q: 3 clusters Score -2724734 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2725326.500000 Penalty: 5017.442871
	Iteration 11Q: 3 clusters Score -2725326 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2725908.500000 Penalty: 5017.442871
	Iteration 12Q: 3 clusters Score -2725908 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2726443.500000 Penalty: 5017.442871
	Iteration 13Q: 3 clusters Score -2726444 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2726935.750000 Penalty: 5017.442871
	Iteration 14Q: 3 clusters Score -2726936 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2727332.500000 Penalty: 5017.442871
	Iteration 15Q: 3 clusters Score -2727332 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2727620.250000 Penalty: 5017.442871
	Iteration 16Q: 3 clusters Score -2727620 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2727797.750000 Penalty: 5017.442871
	Iteration 17Q: 3 clusters Score -2727798 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2727931.250000 Penalty: 5017.442871
	Iteration 18Q: 3 clusters Score -2727931 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2728027.250000 Penalty: 5017.442871
	Iteration 19Q: 3 clusters Score -2728027 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2728151.250000 Penalty: 5017.442871
	Iteration 20F: 3 clusters Score -2728151 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2728247.750000 Penalty: 5017.442871
	Iteration 21Q: 3 clusters Score -2728248 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2728336.250000 Penalty: 5017.442871
	Iteration 22Q: 3 clusters Score -2728336 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2728407.500000 Penalty: 5017.442871
	Iteration 23Q: 3 clusters Score -2728408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2728449.500000 Penalty: 5017.442871
	Iteration 24Q: 3 clusters Score -2728450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2728478.250000 Penalty: 5017.442871
	Iteration 25Q: 3 clusters Score -2728478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2728500.750000 Penalty: 5017.442871
	Iteration 26Q: 3 clusters Score -2728501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2728518.000000 Penalty: 5017.442871
	Iteration 27Q: 3 clusters Score -2728518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2728535.500000 Penalty: 5017.442871
	Iteration 28Q: 3 clusters Score -2728536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2728550.250000 Penalty: 5017.442871
	Iteration 29Q: 3 clusters Score -2728550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2728563.000000 Penalty: 5017.442871
	Iteration 30Q: 3 clusters Score -2728563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2728571.250000 Penalty: 5017.442871
	Iteration 31Q: 3 clusters Score -2728571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2728581.500000 Penalty: 5017.442871
	Iteration 32Q: 3 clusters Score -2728582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2728590.750000 Penalty: 5017.442871
	Iteration 33Q: 3 clusters Score -2728591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2728603.250000 Penalty: 5017.442871
	Iteration 34Q: 3 clusters Score -2728603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2728618.000000 Penalty: 5017.442871
	Iteration 35Q: 3 clusters Score -2728618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2728624.000000 Penalty: 5017.442871
	Iteration 36Q: 3 clusters Score -2728624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2728640.000000 Penalty: 5017.442871
	Iteration 37Q: 3 clusters Score -2728640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2728646.750000 Penalty: 5017.442871
	Iteration 38Q: 3 clusters Score -2728647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2728661.250000 Penalty: 5017.442871
	Iteration 39Q: 3 clusters Score -2728661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2728677.500000 Penalty: 5017.442871
	Iteration 40F: 3 clusters Score -2728678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2728692.500000 Penalty: 5017.442871
	Iteration 41Q: 3 clusters Score -2728692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2728699.000000 Penalty: 5017.442871
	Iteration 42Q: 3 clusters Score -2728699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2728709.750000 Penalty: 5017.442871
	Iteration 43Q: 3 clusters Score -2728710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2728715.500000 Penalty: 5017.442871
	Iteration 44Q: 3 clusters Score -2728716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2728718.500000 Penalty: 5017.442871
	Iteration 45Q: 3 clusters Score -2728718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2728729.000000 Penalty: 5017.442871
	Iteration 46Q: 3 clusters Score -2728729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2728736.500000 Penalty: 5017.442871
	Iteration 47Q: 3 clusters Score -2728736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2728745.000000 Penalty: 5017.442871
	Iteration 48Q: 3 clusters Score -2728745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2728747.000000 Penalty: 5017.442871
	Iteration 49Q: 3 clusters Score -2728747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2728752.750000 Penalty: 5017.442871
	Iteration 50Q: 3 clusters Score -2728753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2728759.000000 Penalty: 5017.442871
	Iteration 51Q: 3 clusters Score -2728759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2728756.500000 Penalty: 5017.442871
	Iteration 52Q: 3 clusters Score -2728756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2728757.750000 Penalty: 5017.442871
	Iteration 53Q: 3 clusters Score -2728758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2728757.500000 Penalty: 5017.442871
	Iteration 54Q: 3 clusters Score -2728758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2728759.500000 Penalty: 5017.442871
	Iteration 55Q: 3 clusters Score -2728760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2728758.500000 Penalty: 5017.442871
	Iteration 56Q: 3 clusters Score -2728758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2728758.500000 Penalty: 5017.442871
	Iteration 57F: 3 clusters Score -2728758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Entering Unmasked Estep 
Score: -3219572.500000 Penalty: 2549.185791
	Iteration 0F: 2 clusters Score -3219572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3199560.750000 Penalty: 5098.371582
	Iteration 0F: 3 clusters Score -3199561 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3207223.500000 Penalty: 5098.371582
	Iteration 1F: 3 clusters Score -3207224 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3208114.000000 Penalty: 5098.371582
	Iteration 2F: 3 clusters Score -3208114 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3209082.250000 Penalty: 5098.371582
	Iteration 3F: 3 clusters Score -3209082 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3210111.500000 Penalty: 5098.371582
	Iteration 4F: 3 clusters Score -3210112 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3211224.000000 Penalty: 5098.371582
	Iteration 5F: 3 clusters Score -3211224 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3212406.500000 Penalty: 5098.371582
	Iteration 6F: 3 clusters Score -3212406 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -3213587.750000 Penalty: 5098.371582
	Iteration 7F: 3 clusters Score -3213588 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3214638.750000 Penalty: 5098.371582
	Iteration 8F: 3 clusters Score -3214639 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3215451.250000 Penalty: 5098.371582
	Iteration 9Q: 3 clusters Score -3215451 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3215996.250000 Penalty: 5098.371582
	Iteration 10Q: 3 clusters Score -3215996 nChanged 774
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3216407 nChanged 613
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3216712.000000 Penalty: 5098.371582
	Iteration 12Q: 3 clusters Score -3216712 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3216988 nChanged 468
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3217181.750000 Penalty: 5098.371582
	Iteration 14Q: 3 clusters Score -3217182 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3217360 nChanged 391
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3217526.750000 Penalty: 5098.371582
	Iteration 16Q: 3 clusters Score -3217527 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3217655 nChanged 276
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Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3217738 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3217809.500000 Penalty: 5098.371582
	Iteration 19Q: 3 clusters Score -3217810 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -3217861.500000 Penalty: 5098.371582
	Iteration 20F: 3 clusters Score -3217862 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3217899.250000 Penalty: 5098.371582
	Iteration 21Q: 3 clusters Score -3217899 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3217929.250000 Penalty: 5098.371582
	Iteration 22Q: 3 clusters Score -3217929 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3217967 nChanged 133
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Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3218007 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3218031.000000 Penalty: 5098.371582
	Iteration 25Q: 3 clusters Score -3218031 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -3218056.500000 Penalty: 5098.371582
	Iteration 26Q: 3 clusters Score -3218056 nChanged 125
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Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3218083.250000 Penalty: 5098.371582
	Iteration 27Q: 3 clusters Score -3218083 nChanged 98
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Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3218111.750000 Penalty: 5098.371582
	Iteration 28Q: 3 clusters Score -3218112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3218129.750000 Penalty: 5098.371582
	Iteration 29Q: 3 clusters Score -3218130 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3218164.250000 Penalty: 5098.371582
	Iteration 30Q: 3 clusters Score -3218164 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3218178 nChanged 102
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Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3218197.500000 Penalty: 5098.371582
	Iteration 32Q: 3 clusters Score -3218198 nChanged 76
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Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3218204.250000 Penalty: 5098.371582
	Iteration 33Q: 3 clusters Score -3218204 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3218236.500000 Penalty: 5098.371582
	Iteration 34Q: 3 clusters Score -3218236 nChanged 55
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Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3218249 nChanged 66
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Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3218247 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3218250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3218259 nChanged 36
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Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3218267.000000 Penalty: 5098.371582
	Iteration 39Q: 3 clusters Score -3218267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3218277.500000 Penalty: 5098.371582
	Iteration 40F: 3 clusters Score -3218278 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3218291 nChanged 39
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Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3218292 nChanged 29
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Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3218297 nChanged 32
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Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3218291 nChanged 31
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Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3218292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3218297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3218302.750000 Penalty: 5098.371582
	Iteration 47Q: 3 clusters Score -3218303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3218314.500000 Penalty: 5098.371582
	Iteration 48Q: 3 clusters Score -3218314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -3218322.250000 Penalty: 5098.371582
	Iteration 49Q: 3 clusters Score -3218322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3218329.500000 Penalty: 5098.371582
	Iteration 50Q: 3 clusters Score -3218330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3218329.500000 Penalty: 5098.371582
	Iteration 51Q: 3 clusters Score -3218330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3218328.750000 Penalty: 5098.371582
	Iteration 52Q: 3 clusters Score -3218329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3218330.250000 Penalty: 5098.371582
	Iteration 53Q: 3 clusters Score -3218330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3218333.750000 Penalty: 5098.371582
	Iteration 54Q: 3 clusters Score -3218334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3218339.250000 Penalty: 5098.371582
	Iteration 55Q: 3 clusters Score -3218339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3218330.500000 Penalty: 5098.371582
	Iteration 56Q: 3 clusters Score -3218330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3218331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3218335.000000 Penalty: 5098.371582
	Iteration 58Q: 3 clusters Score -3218335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3218339.500000 Penalty: 5098.371582
	Iteration 59Q: 3 clusters Score -3218340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3218344.750000 Penalty: 5098.371582
	Iteration 60F: 3 clusters Score -3218345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3218340.750000 Penalty: 5098.371582
	Iteration 61Q: 3 clusters Score -3218341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3218344.250000 Penalty: 5098.371582
	Iteration 62Q: 3 clusters Score -3218344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3218356.000000 Penalty: 5098.371582
	Iteration 63Q: 3 clusters Score -3218356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3218361.000000 Penalty: 5098.371582
	Iteration 64Q: 3 clusters Score -3218361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3218359.250000 Penalty: 5098.371582
	Iteration 65Q: 3 clusters Score -3218359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3218359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3218358.000000 Penalty: 5098.371582
	Iteration 67Q: 3 clusters Score -3218358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3218357.250000 Penalty: 5098.371582
	Iteration 68Q: 3 clusters Score -3218357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3218368.750000 Penalty: 5098.371582
	Iteration 69Q: 3 clusters Score -3218369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3218368.250000 Penalty: 5098.371582
	Iteration 70Q: 3 clusters Score -3218368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3218368.750000 Penalty: 5098.371582
	Iteration 71Q: 3 clusters Score -3218369 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3218374.250000 Penalty: 5098.371582
	Iteration 72Q: 3 clusters Score -3218374 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3218376.000000 Penalty: 5098.371582
	Iteration 73Q: 3 clusters Score -3218376 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3218371.750000 Penalty: 5098.371582
	Iteration 74Q: 3 clusters Score -3218372 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3218372 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26052 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3218376 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3218376 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26061 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3218371 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26061 members 
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	Iteration 79Q: 3 clusters Score -3218371 nChanged 2
Entering Unmasked Mstep 
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	Iteration 80F: 3 clusters Score -3218375 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3218375 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26063 members 
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	Iteration 82Q: 3 clusters Score -3218374 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3218375 nChanged 4
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Mstep: Class 1 contains 26069 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3218378 nChanged 5
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Mstep: Class 1 contains 26074 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3218378 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26076 members 
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Entering Unmasked Estep 
Score: -3218381.750000 Penalty: 5098.371582
	Iteration 86Q: 3 clusters Score -3218382 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 3036 members 
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	Iteration 87Q: 3 clusters Score -3218381 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26079 members 
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Score: -3218384.250000 Penalty: 5098.371582
	Iteration 88Q: 3 clusters Score -3218384 nChanged 1
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	Iteration 89Q: 3 clusters Score -3218385 nChanged 1
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	Iteration 90Q: 3 clusters Score -3218381 nChanged 2
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	Iteration 91Q: 3 clusters Score -3218381 nChanged 1
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Mstep: Class 1 contains 26084 members 
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	Iteration 92Q: 3 clusters Score -3218381 nChanged 1
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3218382 nChanged 1
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Mstep: Class 1 contains 26086 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3218384 nChanged 2
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Entering Unmasked Estep 
Score: -3218386.250000 Penalty: 5098.371582
	Iteration 95Q: 3 clusters Score -3218386 nChanged 4
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3218384 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26098 members 
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Entering Unmasked Estep 
Score: -3218388.250000 Penalty: 5098.371582
	Iteration 97Q: 3 clusters Score -3218388 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26105 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3218384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3218389.750000 Penalty: 5098.371582
	Iteration 99Q: 3 clusters Score -3218390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3218389.750000 Penalty: 5098.371582
	Iteration 100F: 3 clusters Score -3218390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3218393.500000 Penalty: 5098.371582
	Iteration 101Q: 3 clusters Score -3218394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3218392.500000 Penalty: 5098.371582
	Iteration 102Q: 3 clusters Score -3218392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3218394.500000 Penalty: 5098.371582
	Iteration 103Q: 3 clusters Score -3218394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3218395.250000 Penalty: 5098.371582
	Iteration 104Q: 3 clusters Score -3218395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3218393.250000 Penalty: 5098.371582
	Iteration 105Q: 3 clusters Score -3218393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3218396.750000 Penalty: 5098.371582
	Iteration 106Q: 3 clusters Score -3218397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3218396.750000 Penalty: 5098.371582
	Iteration 107F: 3 clusters Score -3218397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Entering Unmasked Estep 
Score: -1277485.125000 Penalty: 2300.247559
	Iteration 0F: 2 clusters Score -1277485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1269421.375000 Penalty: 4600.495117
	Iteration 0F: 3 clusters Score -1269421 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1271895.000000 Penalty: 4600.495117
	Iteration 1F: 3 clusters Score -1271895 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1272435.750000 Penalty: 4600.495117
	Iteration 2F: 3 clusters Score -1272436 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1272889.375000 Penalty: 4600.495117
	Iteration 3F: 3 clusters Score -1272889 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1273264.500000 Penalty: 4600.495117
	Iteration 4F: 3 clusters Score -1273264 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1273617.500000 Penalty: 4600.495117
	Iteration 5F: 3 clusters Score -1273618 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1273986.625000 Penalty: 4600.495117
	Iteration 6Q: 3 clusters Score -1273987 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1274375.875000 Penalty: 4600.495117
	Iteration 7Q: 3 clusters Score -1274376 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1274888.250000 Penalty: 4600.495117
	Iteration 8F: 3 clusters Score -1274888 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1275506.125000 Penalty: 4600.495117
	Iteration 9F: 3 clusters Score -1275506 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1276277.625000 Penalty: 4600.495117
	Iteration 10F: 3 clusters Score -1276278 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1277028.250000 Penalty: 4600.495117
	Iteration 11F: 3 clusters Score -1277028 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1277703.750000 Penalty: 4600.495117
	Iteration 12Q: 3 clusters Score -1277704 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1278070.625000 Penalty: 4600.495117
	Iteration 13Q: 3 clusters Score -1278071 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1278176.500000 Penalty: 4600.495117
	Iteration 14Q: 3 clusters Score -1278176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1278202.500000 Penalty: 4600.495117
	Iteration 15Q: 3 clusters Score -1278202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1278207.875000 Penalty: 4600.495117
	Iteration 16Q: 3 clusters Score -1278208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1278215.875000 Penalty: 4600.495117
	Iteration 17Q: 3 clusters Score -1278216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1278217.625000 Penalty: 4600.495117
	Iteration 18Q: 3 clusters Score -1278218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1278217.750000 Penalty: 4600.495117
	Iteration 19Q: 3 clusters Score -1278218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1278216.750000 Penalty: 4600.495117
	Iteration 20F: 3 clusters Score -1278217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 13270 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 36801 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 7557 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 29114 members 
Mstep: Class 15 contains 5952 members 
Mstep: Class 16 contains 5954 members 
Mstep: Class 17 contains 13846 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18489 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 8863 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6652 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 4168 members 
Mstep: Class 34 contains 6536 members 
Mstep: Class 35 contains 4718 members 
Entering Unmasked Estep 
Score: -35702104.000000 Penalty: 110061.320312
Splitting cluster 15 changes total score from -35700960.000000 to -35702104.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (5954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Entering Unmasked Estep 
Score: -663424.687500 Penalty: 2155.570801
	Iteration 0F: 2 clusters Score -663424.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -658312.000000 Penalty: 4311.141602
	Iteration 0F: 3 clusters Score -658312 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -659738.625000 Penalty: 4311.141602
	Iteration 1F: 3 clusters Score -659738.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -660049.812500 Penalty: 4311.141602
	Iteration 2F: 3 clusters Score -660049.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -660247.687500 Penalty: 4311.141602
	Iteration 3F: 3 clusters Score -660247.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -660445.562500 Penalty: 4311.141602
	Iteration 4Q: 3 clusters Score -660445.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -660631.312500 Penalty: 4311.141602
	Iteration 5Q: 3 clusters Score -660631.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -660812.062500 Penalty: 4311.141602
	Iteration 6Q: 3 clusters Score -660812.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -660994.250000 Penalty: 4311.141602
	Iteration 7Q: 3 clusters Score -660994.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -661151.437500 Penalty: 4311.141602
	Iteration 8Q: 3 clusters Score -661151.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -661281.250000 Penalty: 4311.141602
	Iteration 9Q: 3 clusters Score -661281.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -661391.250000 Penalty: 4311.141602
	Iteration 10Q: 3 clusters Score -661391.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -661466.312500 Penalty: 4311.141602
	Iteration 11Q: 3 clusters Score -661466.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -661510.312500 Penalty: 4311.141602
	Iteration 12Q: 3 clusters Score -661510.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -661551.125000 Penalty: 4311.141602
	Iteration 13Q: 3 clusters Score -661551.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -661576.125000 Penalty: 4311.141602
	Iteration 14Q: 3 clusters Score -661576.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -661604.500000 Penalty: 4311.141602
	Iteration 15Q: 3 clusters Score -661604.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -661631.125000 Penalty: 4311.141602
	Iteration 16Q: 3 clusters Score -661631.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -661650.125000 Penalty: 4311.141602
	Iteration 17Q: 3 clusters Score -661650.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -661662.937500 Penalty: 4311.141602
	Iteration 18Q: 3 clusters Score -661662.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -661674.625000 Penalty: 4311.141602
	Iteration 19Q: 3 clusters Score -661674.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -661689.812500 Penalty: 4311.141602
	Iteration 20F: 3 clusters Score -661689.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -661703.875000 Penalty: 4311.141602
	Iteration 21Q: 3 clusters Score -661703.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -661713.812500 Penalty: 4311.141602
	Iteration 22Q: 3 clusters Score -661713.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -661727.437500 Penalty: 4311.141602
	Iteration 23Q: 3 clusters Score -661727.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -661738.500000 Penalty: 4311.141602
	Iteration 24Q: 3 clusters Score -661738.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -661744.062500 Penalty: 4311.141602
	Iteration 25Q: 3 clusters Score -661744.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -661745.312500 Penalty: 4311.141602
	Iteration 26Q: 3 clusters Score -661745.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -661748.187500 Penalty: 4311.141602
	Iteration 27Q: 3 clusters Score -661748.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -661752.687500 Penalty: 4311.141602
	Iteration 28Q: 3 clusters Score -661752.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -661757.437500 Penalty: 4311.141602
	Iteration 29Q: 3 clusters Score -661757.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -661757.062500 Penalty: 4311.141602
	Iteration 30Q: 3 clusters Score -661757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -661759.500000 Penalty: 4311.141602
	Iteration 31Q: 3 clusters Score -661759.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -661759.625000 Penalty: 4311.141602
	Iteration 32Q: 3 clusters Score -661759.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -661760.625000 Penalty: 4311.141602
	Iteration 33Q: 3 clusters Score -661760.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -661761.062500 Penalty: 4311.141602
	Iteration 34Q: 3 clusters Score -661761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -661761.812500 Penalty: 4311.141602
	Iteration 35Q: 3 clusters Score -661761.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -661761.812500 Penalty: 4311.141602
	Iteration 36F: 3 clusters Score -661761.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Entering Unmasked Estep 
Score: -1664508.625000 Penalty: 2364.866211
	Iteration 0F: 2 clusters Score -1664509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1654377.625000 Penalty: 4729.732422
	Iteration 0F: 3 clusters Score -1654378 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1657669.750000 Penalty: 4729.732422
	Iteration 1F: 3 clusters Score -1657670 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1658125.250000 Penalty: 4729.732422
	Iteration 2F: 3 clusters Score -1658125 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1658530.125000 Penalty: 4729.732422
	Iteration 3F: 3 clusters Score -1658530 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1658939.250000 Penalty: 4729.732422
	Iteration 4F: 3 clusters Score -1658939 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1659323.375000 Penalty: 4729.732422
	Iteration 5F: 3 clusters Score -1659323 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1659717.250000 Penalty: 4729.732422
	Iteration 6Q: 3 clusters Score -1659717 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1660107.500000 Penalty: 4729.732422
	Iteration 7Q: 3 clusters Score -1660108 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1660515.000000 Penalty: 4729.732422
	Iteration 8Q: 3 clusters Score -1660515 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1660889.250000 Penalty: 4729.732422
	Iteration 9Q: 3 clusters Score -1660889 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1661243.250000 Penalty: 4729.732422
	Iteration 10Q: 3 clusters Score -1661243 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1661592.000000 Penalty: 4729.732422
	Iteration 11Q: 3 clusters Score -1661592 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1661928.000000 Penalty: 4729.732422
	Iteration 12Q: 3 clusters Score -1661928 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1662187.875000 Penalty: 4729.732422
	Iteration 13Q: 3 clusters Score -1662188 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1662364.125000 Penalty: 4729.732422
	Iteration 14Q: 3 clusters Score -1662364 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1662457.375000 Penalty: 4729.732422
	Iteration 15Q: 3 clusters Score -1662457 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1662528.000000 Penalty: 4729.732422
	Iteration 16Q: 3 clusters Score -1662528 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1662570.625000 Penalty: 4729.732422
	Iteration 17Q: 3 clusters Score -1662571 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1662603.625000 Penalty: 4729.732422
	Iteration 18Q: 3 clusters Score -1662604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1662623.875000 Penalty: 4729.732422
	Iteration 19Q: 3 clusters Score -1662624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1662652.375000 Penalty: 4729.732422
	Iteration 20F: 3 clusters Score -1662652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1662676.750000 Penalty: 4729.732422
	Iteration 21Q: 3 clusters Score -1662677 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1662691.750000 Penalty: 4729.732422
	Iteration 22Q: 3 clusters Score -1662692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1662715.375000 Penalty: 4729.732422
	Iteration 23Q: 3 clusters Score -1662715 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1662737.750000 Penalty: 4729.732422
	Iteration 24Q: 3 clusters Score -1662738 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1662753.375000 Penalty: 4729.732422
	Iteration 25Q: 3 clusters Score -1662753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1662762.750000 Penalty: 4729.732422
	Iteration 26Q: 3 clusters Score -1662763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1662773.875000 Penalty: 4729.732422
	Iteration 27Q: 3 clusters Score -1662774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1662791.000000 Penalty: 4729.732422
	Iteration 28Q: 3 clusters Score -1662791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1662797.625000 Penalty: 4729.732422
	Iteration 29Q: 3 clusters Score -1662798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1662805.500000 Penalty: 4729.732422
	Iteration 30Q: 3 clusters Score -1662806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1662809.125000 Penalty: 4729.732422
	Iteration 31Q: 3 clusters Score -1662809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1662815.500000 Penalty: 4729.732422
	Iteration 32Q: 3 clusters Score -1662816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1662819.375000 Penalty: 4729.732422
	Iteration 33Q: 3 clusters Score -1662819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1662825.875000 Penalty: 4729.732422
	Iteration 34Q: 3 clusters Score -1662826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1662832.125000 Penalty: 4729.732422
	Iteration 35Q: 3 clusters Score -1662832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1662834.000000 Penalty: 4729.732422
	Iteration 36Q: 3 clusters Score -1662834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1662838.125000 Penalty: 4729.732422
	Iteration 37Q: 3 clusters Score -1662838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1662839.375000 Penalty: 4729.732422
	Iteration 38Q: 3 clusters Score -1662839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1662839.750000 Penalty: 4729.732422
	Iteration 39Q: 3 clusters Score -1662840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1662844.500000 Penalty: 4729.732422
	Iteration 40F: 3 clusters Score -1662844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1662851.750000 Penalty: 4729.732422
	Iteration 41Q: 3 clusters Score -1662852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1662854.750000 Penalty: 4729.732422
	Iteration 42Q: 3 clusters Score -1662855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1662857.000000 Penalty: 4729.732422
	Iteration 43Q: 3 clusters Score -1662857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1662857.875000 Penalty: 4729.732422
	Iteration 44Q: 3 clusters Score -1662858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1662864.500000 Penalty: 4729.732422
	Iteration 45Q: 3 clusters Score -1662864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1662872.000000 Penalty: 4729.732422
	Iteration 46Q: 3 clusters Score -1662872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1662883.375000 Penalty: 4729.732422
	Iteration 47Q: 3 clusters Score -1662883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1662885.750000 Penalty: 4729.732422
	Iteration 48Q: 3 clusters Score -1662886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1662891.250000 Penalty: 4729.732422
	Iteration 49Q: 3 clusters Score -1662891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1662898.500000 Penalty: 4729.732422
	Iteration 50Q: 3 clusters Score -1662898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1662907.375000 Penalty: 4729.732422
	Iteration 51Q: 3 clusters Score -1662907 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1662922.875000 Penalty: 4729.732422
	Iteration 52Q: 3 clusters Score -1662923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1662938.375000 Penalty: 4729.732422
	Iteration 53Q: 3 clusters Score -1662938 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1662953.875000 Penalty: 4729.732422
	Iteration 54Q: 3 clusters Score -1662954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1662960.125000 Penalty: 4729.732422
	Iteration 55Q: 3 clusters Score -1662960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1662975.375000 Penalty: 4729.732422
	Iteration 56Q: 3 clusters Score -1662975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1662983.750000 Penalty: 4729.732422
	Iteration 57Q: 3 clusters Score -1662984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1662992.125000 Penalty: 4729.732422
	Iteration 58Q: 3 clusters Score -1662992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1662996.500000 Penalty: 4729.732422
	Iteration 59Q: 3 clusters Score -1662996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1662995.625000 Penalty: 4729.732422
	Iteration 60F: 3 clusters Score -1662996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1663000.500000 Penalty: 4729.732422
	Iteration 61Q: 3 clusters Score -1663000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1663006.125000 Penalty: 4729.732422
	Iteration 62Q: 3 clusters Score -1663006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1663006.125000 Penalty: 4729.732422
	Iteration 63Q: 3 clusters Score -1663006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1663010.250000 Penalty: 4729.732422
	Iteration 64Q: 3 clusters Score -1663010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1663009.250000 Penalty: 4729.732422
	Iteration 65Q: 3 clusters Score -1663009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1663012.500000 Penalty: 4729.732422
	Iteration 66Q: 3 clusters Score -1663012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1663012.750000 Penalty: 4729.732422
	Iteration 67Q: 3 clusters Score -1663013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1663012.750000 Penalty: 4729.732422
	Iteration 68F: 3 clusters Score -1663013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -193304.734375 Penalty: 1834.747192
	Iteration 0F: 2 clusters Score -193304.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -190960.265625 Penalty: 3669.494385
	Iteration 0F: 3 clusters Score -190960.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -191307.671875 Penalty: 3669.494385
	Iteration 1F: 3 clusters Score -191307.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -191430.375000 Penalty: 3669.494385
	Iteration 2F: 3 clusters Score -191430.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -191505.218750 Penalty: 3669.494385
	Iteration 3Q: 3 clusters Score -191505.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -191550.406250 Penalty: 3669.494385
	Iteration 4Q: 3 clusters Score -191550.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -191574.921875 Penalty: 3669.494385
	Iteration 5Q: 3 clusters Score -191574.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -191592.187500 Penalty: 3669.494385
	Iteration 6Q: 3 clusters Score -191592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -191599.484375 Penalty: 3669.494385
	Iteration 7Q: 3 clusters Score -191599.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191604.109375 Penalty: 3669.494385
	Iteration 8Q: 3 clusters Score -191604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -191607.609375 Penalty: 3669.494385
	Iteration 9Q: 3 clusters Score -191607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -191608.937500 Penalty: 3669.494385
	Iteration 10Q: 3 clusters Score -191608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -191611.656250 Penalty: 3669.494385
	Iteration 11Q: 3 clusters Score -191611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191614.156250 Penalty: 3669.494385
	Iteration 12Q: 3 clusters Score -191614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -191616.437500 Penalty: 3669.494385
	Iteration 13Q: 3 clusters Score -191616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -191618.312500 Penalty: 3669.494385
	Iteration 14Q: 3 clusters Score -191618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -191619.015625 Penalty: 3669.494385
	Iteration 15Q: 3 clusters Score -191619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -191619.015625 Penalty: 3669.494385
	Iteration 16F: 3 clusters Score -191619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Entering Unmasked Estep 
Score: -1276915.375000 Penalty: 2355.205566
	Iteration 0F: 2 clusters Score -1276915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1267201.250000 Penalty: 4710.411133
	Iteration 0F: 3 clusters Score -1267201 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1270737.500000 Penalty: 4710.411133
	Iteration 1F: 3 clusters Score -1270738 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1271519.875000 Penalty: 4710.411133
	Iteration 2F: 3 clusters Score -1271520 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1272319.500000 Penalty: 4710.411133
	Iteration 3F: 3 clusters Score -1272320 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1273097.875000 Penalty: 4710.411133
	Iteration 4F: 3 clusters Score -1273098 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1273782.500000 Penalty: 4710.411133
	Iteration 5F: 3 clusters Score -1273782 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1274284.375000 Penalty: 4710.411133
	Iteration 6F: 3 clusters Score -1274284 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1274681.000000 Penalty: 4710.411133
	Iteration 7Q: 3 clusters Score -1274681 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1274989.500000 Penalty: 4710.411133
	Iteration 8Q: 3 clusters Score -1274990 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1275265.000000 Penalty: 4710.411133
	Iteration 9Q: 3 clusters Score -1275265 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1275453.875000 Penalty: 4710.411133
	Iteration 10Q: 3 clusters Score -1275454 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1275584.625000 Penalty: 4710.411133
	Iteration 11Q: 3 clusters Score -1275585 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1275663.500000 Penalty: 4710.411133
	Iteration 12Q: 3 clusters Score -1275664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1275708.625000 Penalty: 4710.411133
	Iteration 13Q: 3 clusters Score -1275709 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1275737.375000 Penalty: 4710.411133
	Iteration 14Q: 3 clusters Score -1275737 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1275764.750000 Penalty: 4710.411133
	Iteration 15Q: 3 clusters Score -1275765 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1275783.625000 Penalty: 4710.411133
	Iteration 16Q: 3 clusters Score -1275784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1275800.250000 Penalty: 4710.411133
	Iteration 17Q: 3 clusters Score -1275800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1275810.500000 Penalty: 4710.411133
	Iteration 18Q: 3 clusters Score -1275810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1275824.875000 Penalty: 4710.411133
	Iteration 19Q: 3 clusters Score -1275825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1275837.000000 Penalty: 4710.411133
	Iteration 20F: 3 clusters Score -1275837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1275845.250000 Penalty: 4710.411133
	Iteration 21Q: 3 clusters Score -1275845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1275853.000000 Penalty: 4710.411133
	Iteration 22Q: 3 clusters Score -1275853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1275853.500000 Penalty: 4710.411133
	Iteration 23Q: 3 clusters Score -1275854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1275858.875000 Penalty: 4710.411133
	Iteration 24Q: 3 clusters Score -1275859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1275864.250000 Penalty: 4710.411133
	Iteration 25Q: 3 clusters Score -1275864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1275868.125000 Penalty: 4710.411133
	Iteration 26Q: 3 clusters Score -1275868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1275875.625000 Penalty: 4710.411133
	Iteration 27Q: 3 clusters Score -1275876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1275883.750000 Penalty: 4710.411133
	Iteration 28Q: 3 clusters Score -1275884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1275889.000000 Penalty: 4710.411133
	Iteration 29Q: 3 clusters Score -1275889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1275893.625000 Penalty: 4710.411133
	Iteration 30Q: 3 clusters Score -1275894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1275896.250000 Penalty: 4710.411133
	Iteration 31Q: 3 clusters Score -1275896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1275901.250000 Penalty: 4710.411133
	Iteration 32Q: 3 clusters Score -1275901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1275899.125000 Penalty: 4710.411133
	Iteration 33Q: 3 clusters Score -1275899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1275902.875000 Penalty: 4710.411133
	Iteration 34Q: 3 clusters Score -1275903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1275903.875000 Penalty: 4710.411133
	Iteration 35Q: 3 clusters Score -1275904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1275903.625000 Penalty: 4710.411133
	Iteration 36Q: 3 clusters Score -1275904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1275902.625000 Penalty: 4710.411133
	Iteration 37Q: 3 clusters Score -1275903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1275908.000000 Penalty: 4710.411133
	Iteration 38Q: 3 clusters Score -1275908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1275910.500000 Penalty: 4710.411133
	Iteration 39Q: 3 clusters Score -1275910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1275908.375000 Penalty: 4710.411133
	Iteration 40F: 3 clusters Score -1275908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1275911.000000 Penalty: 4710.411133
	Iteration 41Q: 3 clusters Score -1275911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1275915.000000 Penalty: 4710.411133
	Iteration 42Q: 3 clusters Score -1275915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1275916.250000 Penalty: 4710.411133
	Iteration 43Q: 3 clusters Score -1275916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1275916.750000 Penalty: 4710.411133
	Iteration 44Q: 3 clusters Score -1275917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1275917.750000 Penalty: 4710.411133
	Iteration 45Q: 3 clusters Score -1275918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1275917.625000 Penalty: 4710.411133
	Iteration 46Q: 3 clusters Score -1275918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1275920.375000 Penalty: 4710.411133
	Iteration 47Q: 3 clusters Score -1275920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1275924.875000 Penalty: 4710.411133
	Iteration 48Q: 3 clusters Score -1275925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1275924.875000 Penalty: 4710.411133
	Iteration 49Q: 3 clusters Score -1275925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1275926.625000 Penalty: 4710.411133
	Iteration 50Q: 3 clusters Score -1275927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1275929.000000 Penalty: 4710.411133
	Iteration 51Q: 3 clusters Score -1275929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1275928.500000 Penalty: 4710.411133
	Iteration 52Q: 3 clusters Score -1275928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1275928.875000 Penalty: 4710.411133
	Iteration 53Q: 3 clusters Score -1275929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1275929.000000 Penalty: 4710.411133
	Iteration 54Q: 3 clusters Score -1275929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1275930.000000 Penalty: 4710.411133
	Iteration 55Q: 3 clusters Score -1275930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1275930.250000 Penalty: 4710.411133
	Iteration 56Q: 3 clusters Score -1275930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1275928.375000 Penalty: 4710.411133
	Iteration 57Q: 3 clusters Score -1275928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1275928.375000 Penalty: 4710.411133
	Iteration 58F: 3 clusters Score -1275928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Entering Unmasked Estep 
Score: -1804765.000000 Penalty: 2383.626221
	Iteration 0F: 2 clusters Score -1804765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1794051.625000 Penalty: 4767.252441
	Iteration 0F: 3 clusters Score -1794052 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1798296.250000 Penalty: 4767.252441
	Iteration 1F: 3 clusters Score -1798296 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1799481.750000 Penalty: 4767.252441
	Iteration 2F: 3 clusters Score -1799482 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1800540.500000 Penalty: 4767.252441
	Iteration 3F: 3 clusters Score -1800540 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1801401.375000 Penalty: 4767.252441
	Iteration 4F: 3 clusters Score -1801401 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1802042.375000 Penalty: 4767.252441
	Iteration 5F: 3 clusters Score -1802042 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1802555.250000 Penalty: 4767.252441
	Iteration 6Q: 3 clusters Score -1802555 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1802935.625000 Penalty: 4767.252441
	Iteration 7Q: 3 clusters Score -1802936 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1803279.375000 Penalty: 4767.252441
	Iteration 8Q: 3 clusters Score -1803279 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1803572.500000 Penalty: 4767.252441
	Iteration 9Q: 3 clusters Score -1803572 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1803800.875000 Penalty: 4767.252441
	Iteration 10Q: 3 clusters Score -1803801 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1803966.250000 Penalty: 4767.252441
	Iteration 11Q: 3 clusters Score -1803966 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1804097.625000 Penalty: 4767.252441
	Iteration 12Q: 3 clusters Score -1804098 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1804197.000000 Penalty: 4767.252441
	Iteration 13Q: 3 clusters Score -1804197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1804243.375000 Penalty: 4767.252441
	Iteration 14Q: 3 clusters Score -1804243 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1804272.500000 Penalty: 4767.252441
	Iteration 15Q: 3 clusters Score -1804272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1804283.000000 Penalty: 4767.252441
	Iteration 16Q: 3 clusters Score -1804283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1804288.875000 Penalty: 4767.252441
	Iteration 17Q: 3 clusters Score -1804289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1804292.125000 Penalty: 4767.252441
	Iteration 18Q: 3 clusters Score -1804292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1804302.625000 Penalty: 4767.252441
	Iteration 19Q: 3 clusters Score -1804303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1804308.875000 Penalty: 4767.252441
	Iteration 20F: 3 clusters Score -1804309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1804308.875000 Penalty: 4767.252441
	Iteration 21Q: 3 clusters Score -1804309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1804308.875000 Penalty: 4767.252441
	Iteration 22Q: 3 clusters Score -1804309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1804308.750000 Penalty: 4767.252441
	Iteration 23Q: 3 clusters Score -1804309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1804312.375000 Penalty: 4767.252441
	Iteration 24Q: 3 clusters Score -1804312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1804311.500000 Penalty: 4767.252441
	Iteration 25Q: 3 clusters Score -1804312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1804315.250000 Penalty: 4767.252441
	Iteration 26Q: 3 clusters Score -1804315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1804315.250000 Penalty: 4767.252441
	Iteration 27F: 3 clusters Score -1804315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Entering Unmasked Estep 
Score: -371259.500000 Penalty: 1999.561523
	Iteration 0F: 2 clusters Score -371259.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -367924.656250 Penalty: 3999.123047
	Iteration 0F: 3 clusters Score -367924.7 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -368656.375000 Penalty: 3999.123047
	Iteration 1F: 3 clusters Score -368656.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -368819.062500 Penalty: 3999.123047
	Iteration 2F: 3 clusters Score -368819.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -368921.000000 Penalty: 3999.123047
	Iteration 3Q: 3 clusters Score -368921 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -369004.906250 Penalty: 3999.123047
	Iteration 4Q: 3 clusters Score -369004.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -369054.468750 Penalty: 3999.123047
	Iteration 5Q: 3 clusters Score -369054.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -369097.375000 Penalty: 3999.123047
	Iteration 6Q: 3 clusters Score -369097.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -369139.250000 Penalty: 3999.123047
	Iteration 7Q: 3 clusters Score -369139.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -369172.718750 Penalty: 3999.123047
	Iteration 8Q: 3 clusters Score -369172.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -369202.250000 Penalty: 3999.123047
	Iteration 9Q: 3 clusters Score -369202.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -369221.875000 Penalty: 3999.123047
	Iteration 10Q: 3 clusters Score -369221.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -369239.531250 Penalty: 3999.123047
	Iteration 11Q: 3 clusters Score -369239.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -369254.781250 Penalty: 3999.123047
	Iteration 12Q: 3 clusters Score -369254.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -369269.093750 Penalty: 3999.123047
	Iteration 13Q: 3 clusters Score -369269.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -369282.687500 Penalty: 3999.123047
	Iteration 14Q: 3 clusters Score -369282.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -369295.843750 Penalty: 3999.123047
	Iteration 15Q: 3 clusters Score -369295.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -369309.906250 Penalty: 3999.123047
	Iteration 16Q: 3 clusters Score -369309.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -369327.125000 Penalty: 3999.123047
	Iteration 17Q: 3 clusters Score -369327.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -369339.812500 Penalty: 3999.123047
	Iteration 18Q: 3 clusters Score -369339.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -369361.093750 Penalty: 3999.123047
	Iteration 19Q: 3 clusters Score -369361.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -369385.062500 Penalty: 3999.123047
	Iteration 20F: 3 clusters Score -369385.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -369408.000000 Penalty: 3999.123047
	Iteration 21Q: 3 clusters Score -369408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -369429.562500 Penalty: 3999.123047
	Iteration 22Q: 3 clusters Score -369429.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -369445.281250 Penalty: 3999.123047
	Iteration 23Q: 3 clusters Score -369445.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -369464.281250 Penalty: 3999.123047
	Iteration 24Q: 3 clusters Score -369464.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -369483.781250 Penalty: 3999.123047
	Iteration 25Q: 3 clusters Score -369483.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -369504.281250 Penalty: 3999.123047
	Iteration 26Q: 3 clusters Score -369504.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -369521.781250 Penalty: 3999.123047
	Iteration 27Q: 3 clusters Score -369521.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -369541.343750 Penalty: 3999.123047
	Iteration 28Q: 3 clusters Score -369541.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -369560.375000 Penalty: 3999.123047
	Iteration 29Q: 3 clusters Score -369560.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -369577.781250 Penalty: 3999.123047
	Iteration 30Q: 3 clusters Score -369577.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -369587.250000 Penalty: 3999.123047
	Iteration 31Q: 3 clusters Score -369587.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -369609.125000 Penalty: 3999.123047
	Iteration 32Q: 3 clusters Score -369609.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -369627.250000 Penalty: 3999.123047
	Iteration 33Q: 3 clusters Score -369627.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -369648.718750 Penalty: 3999.123047
	Iteration 34Q: 3 clusters Score -369648.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -369676.625000 Penalty: 3999.123047
	Iteration 35Q: 3 clusters Score -369676.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -369705.843750 Penalty: 3999.123047
	Iteration 36Q: 3 clusters Score -369705.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -369740.906250 Penalty: 3999.123047
	Iteration 37Q: 3 clusters Score -369740.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -369782.156250 Penalty: 3999.123047
	Iteration 38Q: 3 clusters Score -369782.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -369820.062500 Penalty: 3999.123047
	Iteration 39Q: 3 clusters Score -369820.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -369848.468750 Penalty: 3999.123047
	Iteration 40F: 3 clusters Score -369848.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -369866.531250 Penalty: 3999.123047
	Iteration 41Q: 3 clusters Score -369866.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -369882.937500 Penalty: 3999.123047
	Iteration 42Q: 3 clusters Score -369882.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -369893.812500 Penalty: 3999.123047
	Iteration 43Q: 3 clusters Score -369893.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -369905.281250 Penalty: 3999.123047
	Iteration 44Q: 3 clusters Score -369905.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -369920.187500 Penalty: 3999.123047
	Iteration 45Q: 3 clusters Score -369920.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -369930.906250 Penalty: 3999.123047
	Iteration 46Q: 3 clusters Score -369930.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -369943.437500 Penalty: 3999.123047
	Iteration 47Q: 3 clusters Score -369943.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -369958.531250 Penalty: 3999.123047
	Iteration 48Q: 3 clusters Score -369958.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -369971.156250 Penalty: 3999.123047
	Iteration 49Q: 3 clusters Score -369971.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -369988.843750 Penalty: 3999.123047
	Iteration 50Q: 3 clusters Score -369988.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -370004.187500 Penalty: 3999.123047
	Iteration 51Q: 3 clusters Score -370004.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -370017.437500 Penalty: 3999.123047
	Iteration 52Q: 3 clusters Score -370017.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -370029.562500 Penalty: 3999.123047
	Iteration 53Q: 3 clusters Score -370029.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -370040.406250 Penalty: 3999.123047
	Iteration 54Q: 3 clusters Score -370040.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -370049.656250 Penalty: 3999.123047
	Iteration 55Q: 3 clusters Score -370049.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -370056.968750 Penalty: 3999.123047
	Iteration 56Q: 3 clusters Score -370057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -370063.875000 Penalty: 3999.123047
	Iteration 57Q: 3 clusters Score -370063.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -370070.156250 Penalty: 3999.123047
	Iteration 58Q: 3 clusters Score -370070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -370076.406250 Penalty: 3999.123047
	Iteration 59Q: 3 clusters Score -370076.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -370083.718750 Penalty: 3999.123047
	Iteration 60F: 3 clusters Score -370083.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -370092.500000 Penalty: 3999.123047
	Iteration 61Q: 3 clusters Score -370092.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -370098.281250 Penalty: 3999.123047
	Iteration 62Q: 3 clusters Score -370098.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -370101.562500 Penalty: 3999.123047
	Iteration 63Q: 3 clusters Score -370101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -370104.250000 Penalty: 3999.123047
	Iteration 64Q: 3 clusters Score -370104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -370104.468750 Penalty: 3999.123047
	Iteration 65Q: 3 clusters Score -370104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -370105.187500 Penalty: 3999.123047
	Iteration 66Q: 3 clusters Score -370105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -370105.250000 Penalty: 3999.123047
	Iteration 67Q: 3 clusters Score -370105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -370105.875000 Penalty: 3999.123047
	Iteration 68Q: 3 clusters Score -370105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -370106.781250 Penalty: 3999.123047
	Iteration 69Q: 3 clusters Score -370106.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -370106.781250 Penalty: 3999.123047
	Iteration 70F: 3 clusters Score -370106.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Entering Unmasked Estep 
Score: -720954.375000 Penalty: 2159.783691
	Iteration 0F: 2 clusters Score -720954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -715812.937500 Penalty: 4319.567383
	Iteration 0F: 3 clusters Score -715812.9 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -717172.000000 Penalty: 4319.567383
	Iteration 1F: 3 clusters Score -717172 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -717429.625000 Penalty: 4319.567383
	Iteration 2F: 3 clusters Score -717429.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -717602.125000 Penalty: 4319.567383
	Iteration 3F: 3 clusters Score -717602.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -717734.500000 Penalty: 4319.567383
	Iteration 4Q: 3 clusters Score -717734.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -717843.687500 Penalty: 4319.567383
	Iteration 5Q: 3 clusters Score -717843.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -717925.250000 Penalty: 4319.567383
	Iteration 6Q: 3 clusters Score -717925.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -718009.250000 Penalty: 4319.567383
	Iteration 7Q: 3 clusters Score -718009.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -718074.437500 Penalty: 4319.567383
	Iteration 8Q: 3 clusters Score -718074.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -718154.875000 Penalty: 4319.567383
	Iteration 9Q: 3 clusters Score -718154.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -718246.062500 Penalty: 4319.567383
	Iteration 10Q: 3 clusters Score -718246.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -718337.312500 Penalty: 4319.567383
	Iteration 11Q: 3 clusters Score -718337.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -718444.062500 Penalty: 4319.567383
	Iteration 12Q: 3 clusters Score -718444.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -718568.562500 Penalty: 4319.567383
	Iteration 13Q: 3 clusters Score -718568.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -718678.625000 Penalty: 4319.567383
	Iteration 14Q: 3 clusters Score -718678.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -718753.562500 Penalty: 4319.567383
	Iteration 15Q: 3 clusters Score -718753.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -718810.000000 Penalty: 4319.567383
	Iteration 16Q: 3 clusters Score -718810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -718871.375000 Penalty: 4319.567383
	Iteration 17Q: 3 clusters Score -718871.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -718925.625000 Penalty: 4319.567383
	Iteration 18Q: 3 clusters Score -718925.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -718974.000000 Penalty: 4319.567383
	Iteration 19Q: 3 clusters Score -718974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -719014.562500 Penalty: 4319.567383
	Iteration 20F: 3 clusters Score -719014.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -719042.000000 Penalty: 4319.567383
	Iteration 21Q: 3 clusters Score -719042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -719056.937500 Penalty: 4319.567383
	Iteration 22Q: 3 clusters Score -719056.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -719067.812500 Penalty: 4319.567383
	Iteration 23Q: 3 clusters Score -719067.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -719077.312500 Penalty: 4319.567383
	Iteration 24Q: 3 clusters Score -719077.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -719082.187500 Penalty: 4319.567383
	Iteration 25Q: 3 clusters Score -719082.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -719087.187500 Penalty: 4319.567383
	Iteration 26Q: 3 clusters Score -719087.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -719092.500000 Penalty: 4319.567383
	Iteration 27Q: 3 clusters Score -719092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -719097.625000 Penalty: 4319.567383
	Iteration 28Q: 3 clusters Score -719097.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -719102.500000 Penalty: 4319.567383
	Iteration 29Q: 3 clusters Score -719102.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -719104.437500 Penalty: 4319.567383
	Iteration 30Q: 3 clusters Score -719104.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -719110.437500 Penalty: 4319.567383
	Iteration 31Q: 3 clusters Score -719110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -719112.312500 Penalty: 4319.567383
	Iteration 32Q: 3 clusters Score -719112.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -719115.062500 Penalty: 4319.567383
	Iteration 33Q: 3 clusters Score -719115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -719120.125000 Penalty: 4319.567383
	Iteration 34Q: 3 clusters Score -719120.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -719125.937500 Penalty: 4319.567383
	Iteration 35Q: 3 clusters Score -719125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -719130.250000 Penalty: 4319.567383
	Iteration 36Q: 3 clusters Score -719130.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -719132.687500 Penalty: 4319.567383
	Iteration 37Q: 3 clusters Score -719132.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -719136.375000 Penalty: 4319.567383
	Iteration 38Q: 3 clusters Score -719136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -719140.625000 Penalty: 4319.567383
	Iteration 39Q: 3 clusters Score -719140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -719147.812500 Penalty: 4319.567383
	Iteration 40F: 3 clusters Score -719147.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -719151.125000 Penalty: 4319.567383
	Iteration 41Q: 3 clusters Score -719151.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -719153.562500 Penalty: 4319.567383
	Iteration 42Q: 3 clusters Score -719153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -719157.000000 Penalty: 4319.567383
	Iteration 43Q: 3 clusters Score -719157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -719157.812500 Penalty: 4319.567383
	Iteration 44Q: 3 clusters Score -719157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -719158.437500 Penalty: 4319.567383
	Iteration 45Q: 3 clusters Score -719158.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -719158.437500 Penalty: 4319.567383
	Iteration 46F: 3 clusters Score -719158.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -550588.812500 Penalty: 2093.143799
	Iteration 0F: 2 clusters Score -550588.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -546347.437500 Penalty: 4186.287598
	Iteration 0F: 3 clusters Score -546347.4 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -547366.125000 Penalty: 4186.287598
	Iteration 1F: 3 clusters Score -547366.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -547607.875000 Penalty: 4186.287598
	Iteration 2F: 3 clusters Score -547607.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -547754.937500 Penalty: 4186.287598
	Iteration 3F: 3 clusters Score -547754.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -547872.187500 Penalty: 4186.287598
	Iteration 4Q: 3 clusters Score -547872.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -547962.687500 Penalty: 4186.287598
	Iteration 5Q: 3 clusters Score -547962.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -548047.625000 Penalty: 4186.287598
	Iteration 6Q: 3 clusters Score -548047.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -548108.625000 Penalty: 4186.287598
	Iteration 7Q: 3 clusters Score -548108.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -548170.000000 Penalty: 4186.287598
	Iteration 8Q: 3 clusters Score -548170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -548229.000000 Penalty: 4186.287598
	Iteration 9Q: 3 clusters Score -548229 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -548278.812500 Penalty: 4186.287598
	Iteration 10Q: 3 clusters Score -548278.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -548314.437500 Penalty: 4186.287598
	Iteration 11Q: 3 clusters Score -548314.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -548353.687500 Penalty: 4186.287598
	Iteration 12Q: 3 clusters Score -548353.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -548381.687500 Penalty: 4186.287598
	Iteration 13Q: 3 clusters Score -548381.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -548401.312500 Penalty: 4186.287598
	Iteration 14Q: 3 clusters Score -548401.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -548429.062500 Penalty: 4186.287598
	Iteration 15Q: 3 clusters Score -548429.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -548466.500000 Penalty: 4186.287598
	Iteration 16Q: 3 clusters Score -548466.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -548506.812500 Penalty: 4186.287598
	Iteration 17Q: 3 clusters Score -548506.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -548552.500000 Penalty: 4186.287598
	Iteration 18Q: 3 clusters Score -548552.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -548619.312500 Penalty: 4186.287598
	Iteration 19Q: 3 clusters Score -548619.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -548719.937500 Penalty: 4186.287598
	Iteration 20F: 3 clusters Score -548719.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -548837.625000 Penalty: 4186.287598
	Iteration 21Q: 3 clusters Score -548837.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -548954.562500 Penalty: 4186.287598
	Iteration 22Q: 3 clusters Score -548954.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -549052.812500 Penalty: 4186.287598
	Iteration 23Q: 3 clusters Score -549052.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -549111.625000 Penalty: 4186.287598
	Iteration 24Q: 3 clusters Score -549111.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -549149.562500 Penalty: 4186.287598
	Iteration 25Q: 3 clusters Score -549149.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -549183.187500 Penalty: 4186.287598
	Iteration 26Q: 3 clusters Score -549183.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -549209.250000 Penalty: 4186.287598
	Iteration 27Q: 3 clusters Score -549209.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -549229.812500 Penalty: 4186.287598
	Iteration 28Q: 3 clusters Score -549229.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -549246.125000 Penalty: 4186.287598
	Iteration 29Q: 3 clusters Score -549246.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -549257.312500 Penalty: 4186.287598
	Iteration 30Q: 3 clusters Score -549257.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -549269.750000 Penalty: 4186.287598
	Iteration 31Q: 3 clusters Score -549269.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -549282.437500 Penalty: 4186.287598
	Iteration 32Q: 3 clusters Score -549282.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -549292.312500 Penalty: 4186.287598
	Iteration 33Q: 3 clusters Score -549292.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -549301.375000 Penalty: 4186.287598
	Iteration 34Q: 3 clusters Score -549301.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -549310.375000 Penalty: 4186.287598
	Iteration 35Q: 3 clusters Score -549310.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -549317.500000 Penalty: 4186.287598
	Iteration 36Q: 3 clusters Score -549317.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -549326.375000 Penalty: 4186.287598
	Iteration 37Q: 3 clusters Score -549326.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -549335.375000 Penalty: 4186.287598
	Iteration 38Q: 3 clusters Score -549335.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -549345.875000 Penalty: 4186.287598
	Iteration 39Q: 3 clusters Score -549345.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -549353.687500 Penalty: 4186.287598
	Iteration 40F: 3 clusters Score -549353.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -549361.750000 Penalty: 4186.287598
	Iteration 41Q: 3 clusters Score -549361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -549369.000000 Penalty: 4186.287598
	Iteration 42Q: 3 clusters Score -549369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -549376.187500 Penalty: 4186.287598
	Iteration 43Q: 3 clusters Score -549376.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -549383.062500 Penalty: 4186.287598
	Iteration 44Q: 3 clusters Score -549383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -549389.000000 Penalty: 4186.287598
	Iteration 45Q: 3 clusters Score -549389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -549395.187500 Penalty: 4186.287598
	Iteration 46Q: 3 clusters Score -549395.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -549400.812500 Penalty: 4186.287598
	Iteration 47Q: 3 clusters Score -549400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -549407.375000 Penalty: 4186.287598
	Iteration 48Q: 3 clusters Score -549407.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -549413.687500 Penalty: 4186.287598
	Iteration 49Q: 3 clusters Score -549413.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -549421.812500 Penalty: 4186.287598
	Iteration 50Q: 3 clusters Score -549421.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -549431.812500 Penalty: 4186.287598
	Iteration 51Q: 3 clusters Score -549431.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -549442.000000 Penalty: 4186.287598
	Iteration 52Q: 3 clusters Score -549442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -549459.812500 Penalty: 4186.287598
	Iteration 53Q: 3 clusters Score -549459.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -549472.875000 Penalty: 4186.287598
	Iteration 54Q: 3 clusters Score -549472.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -549485.875000 Penalty: 4186.287598
	Iteration 55Q: 3 clusters Score -549485.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -549497.937500 Penalty: 4186.287598
	Iteration 56Q: 3 clusters Score -549497.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -549512.687500 Penalty: 4186.287598
	Iteration 57Q: 3 clusters Score -549512.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -549529.250000 Penalty: 4186.287598
	Iteration 58Q: 3 clusters Score -549529.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -549547.375000 Penalty: 4186.287598
	Iteration 59Q: 3 clusters Score -549547.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -549564.312500 Penalty: 4186.287598
	Iteration 60F: 3 clusters Score -549564.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -549572.875000 Penalty: 4186.287598
	Iteration 61Q: 3 clusters Score -549572.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -549582.062500 Penalty: 4186.287598
	Iteration 62Q: 3 clusters Score -549582.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -549592.250000 Penalty: 4186.287598
	Iteration 63Q: 3 clusters Score -549592.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -549604.562500 Penalty: 4186.287598
	Iteration 64Q: 3 clusters Score -549604.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -549611.125000 Penalty: 4186.287598
	Iteration 65Q: 3 clusters Score -549611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -549613.687500 Penalty: 4186.287598
	Iteration 66Q: 3 clusters Score -549613.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -549620.187500 Penalty: 4186.287598
	Iteration 67Q: 3 clusters Score -549620.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -549626.750000 Penalty: 4186.287598
	Iteration 68Q: 3 clusters Score -549626.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -549634.625000 Penalty: 4186.287598
	Iteration 69Q: 3 clusters Score -549634.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -549643.000000 Penalty: 4186.287598
	Iteration 70Q: 3 clusters Score -549643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -549646.937500 Penalty: 4186.287598
	Iteration 71Q: 3 clusters Score -549646.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -549654.000000 Penalty: 4186.287598
	Iteration 72Q: 3 clusters Score -549654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -549659.500000 Penalty: 4186.287598
	Iteration 73Q: 3 clusters Score -549659.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -549666.812500 Penalty: 4186.287598
	Iteration 74Q: 3 clusters Score -549666.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -549674.562500 Penalty: 4186.287598
	Iteration 75Q: 3 clusters Score -549674.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -549679.062500 Penalty: 4186.287598
	Iteration 76Q: 3 clusters Score -549679.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -549686.625000 Penalty: 4186.287598
	Iteration 77Q: 3 clusters Score -549686.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -549694.500000 Penalty: 4186.287598
	Iteration 78Q: 3 clusters Score -549694.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -549698.625000 Penalty: 4186.287598
	Iteration 79Q: 3 clusters Score -549698.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -549704.000000 Penalty: 4186.287598
	Iteration 80F: 3 clusters Score -549704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -549707.750000 Penalty: 4186.287598
	Iteration 81Q: 3 clusters Score -549707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -549709.562500 Penalty: 4186.287598
	Iteration 82Q: 3 clusters Score -549709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -549712.187500 Penalty: 4186.287598
	Iteration 83Q: 3 clusters Score -549712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -549711.437500 Penalty: 4186.287598
	Iteration 84Q: 3 clusters Score -549711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -549711.437500 Penalty: 4186.287598
	Iteration 85F: 3 clusters Score -549711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Entering Unmasked Estep 
Score: -732057.125000 Penalty: 2159.250488
	Iteration 0F: 2 clusters Score -732057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -726893.562500 Penalty: 4318.500977
	Iteration 0F: 3 clusters Score -726893.6 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -728191.000000 Penalty: 4318.500977
	Iteration 1F: 3 clusters Score -728191 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -728438.125000 Penalty: 4318.500977
	Iteration 2F: 3 clusters Score -728438.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -728570.062500 Penalty: 4318.500977
	Iteration 3F: 3 clusters Score -728570.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -728654.812500 Penalty: 4318.500977
	Iteration 4Q: 3 clusters Score -728654.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -728731.375000 Penalty: 4318.500977
	Iteration 5Q: 3 clusters Score -728731.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -728809.875000 Penalty: 4318.500977
	Iteration 6Q: 3 clusters Score -728809.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -728880.562500 Penalty: 4318.500977
	Iteration 7Q: 3 clusters Score -728880.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -728957.250000 Penalty: 4318.500977
	Iteration 8Q: 3 clusters Score -728957.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -729018.187500 Penalty: 4318.500977
	Iteration 9Q: 3 clusters Score -729018.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -729080.000000 Penalty: 4318.500977
	Iteration 10Q: 3 clusters Score -729080 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -729155.875000 Penalty: 4318.500977
	Iteration 11Q: 3 clusters Score -729155.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -729244.937500 Penalty: 4318.500977
	Iteration 12Q: 3 clusters Score -729244.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -729330.187500 Penalty: 4318.500977
	Iteration 13Q: 3 clusters Score -729330.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -729409.062500 Penalty: 4318.500977
	Iteration 14Q: 3 clusters Score -729409.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -729498.000000 Penalty: 4318.500977
	Iteration 15Q: 3 clusters Score -729498 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -729601.125000 Penalty: 4318.500977
	Iteration 16Q: 3 clusters Score -729601.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -729703.250000 Penalty: 4318.500977
	Iteration 17Q: 3 clusters Score -729703.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -729783.687500 Penalty: 4318.500977
	Iteration 18Q: 3 clusters Score -729783.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -729845.875000 Penalty: 4318.500977
	Iteration 19Q: 3 clusters Score -729845.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -729893.875000 Penalty: 4318.500977
	Iteration 20F: 3 clusters Score -729893.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -729932.125000 Penalty: 4318.500977
	Iteration 21Q: 3 clusters Score -729932.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -729973.937500 Penalty: 4318.500977
	Iteration 22Q: 3 clusters Score -729973.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -730001.875000 Penalty: 4318.500977
	Iteration 23Q: 3 clusters Score -730001.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -730024.250000 Penalty: 4318.500977
	Iteration 24Q: 3 clusters Score -730024.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -730042.437500 Penalty: 4318.500977
	Iteration 25Q: 3 clusters Score -730042.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -730058.250000 Penalty: 4318.500977
	Iteration 26Q: 3 clusters Score -730058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -730075.875000 Penalty: 4318.500977
	Iteration 27Q: 3 clusters Score -730075.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -730091.062500 Penalty: 4318.500977
	Iteration 28Q: 3 clusters Score -730091.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -730106.687500 Penalty: 4318.500977
	Iteration 29Q: 3 clusters Score -730106.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -730125.000000 Penalty: 4318.500977
	Iteration 30Q: 3 clusters Score -730125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -730136.125000 Penalty: 4318.500977
	Iteration 31Q: 3 clusters Score -730136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -730146.687500 Penalty: 4318.500977
	Iteration 32Q: 3 clusters Score -730146.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -730153.187500 Penalty: 4318.500977
	Iteration 33Q: 3 clusters Score -730153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -730161.312500 Penalty: 4318.500977
	Iteration 34Q: 3 clusters Score -730161.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -730172.312500 Penalty: 4318.500977
	Iteration 35Q: 3 clusters Score -730172.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -730183.000000 Penalty: 4318.500977
	Iteration 36Q: 3 clusters Score -730183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -730185.062500 Penalty: 4318.500977
	Iteration 37Q: 3 clusters Score -730185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -730190.187500 Penalty: 4318.500977
	Iteration 38Q: 3 clusters Score -730190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -730191.500000 Penalty: 4318.500977
	Iteration 39Q: 3 clusters Score -730191.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -730192.062500 Penalty: 4318.500977
	Iteration 40F: 3 clusters Score -730192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -730195.062500 Penalty: 4318.500977
	Iteration 41Q: 3 clusters Score -730195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -730194.375000 Penalty: 4318.500977
	Iteration 42Q: 3 clusters Score -730194.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -730197.937500 Penalty: 4318.500977
	Iteration 43Q: 3 clusters Score -730197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -730199.125000 Penalty: 4318.500977
	Iteration 44Q: 3 clusters Score -730199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -730202.500000 Penalty: 4318.500977
	Iteration 45Q: 3 clusters Score -730202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -730202.937500 Penalty: 4318.500977
	Iteration 46Q: 3 clusters Score -730202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -730202.937500 Penalty: 4318.500977
	Iteration 47F: 3 clusters Score -730202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -183013.343750 Penalty: 1930.446167
	Iteration 0F: 2 clusters Score -183013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -180135.781250 Penalty: 3860.892334
	Iteration 0F: 3 clusters Score -180135.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -180769.359375 Penalty: 3860.892334
	Iteration 1F: 3 clusters Score -180769.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -180976.031250 Penalty: 3860.892334
	Iteration 2F: 3 clusters Score -180976 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -181127.718750 Penalty: 3860.892334
	Iteration 3F: 3 clusters Score -181127.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -181249.437500 Penalty: 3860.892334
	Iteration 4F: 3 clusters Score -181249.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -181356.656250 Penalty: 3860.892334
	Iteration 5Q: 3 clusters Score -181356.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -181484.281250 Penalty: 3860.892334
	Iteration 6Q: 3 clusters Score -181484.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -181625.281250 Penalty: 3860.892334
	Iteration 7Q: 3 clusters Score -181625.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -181751.875000 Penalty: 3860.892334
	Iteration 8Q: 3 clusters Score -181751.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -181842.375000 Penalty: 3860.892334
	Iteration 9Q: 3 clusters Score -181842.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -181921.328125 Penalty: 3860.892334
	Iteration 10Q: 3 clusters Score -181921.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -181973.421875 Penalty: 3860.892334
	Iteration 11Q: 3 clusters Score -181973.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -182020.296875 Penalty: 3860.892334
	Iteration 12Q: 3 clusters Score -182020.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -182056.625000 Penalty: 3860.892334
	Iteration 13Q: 3 clusters Score -182056.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -182106.953125 Penalty: 3860.892334
	Iteration 14Q: 3 clusters Score -182107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -182162.359375 Penalty: 3860.892334
	Iteration 15Q: 3 clusters Score -182162.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -182198.687500 Penalty: 3860.892334
	Iteration 16Q: 3 clusters Score -182198.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -182242.984375 Penalty: 3860.892334
	Iteration 17Q: 3 clusters Score -182243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -182266.953125 Penalty: 3860.892334
	Iteration 18Q: 3 clusters Score -182267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -182287.906250 Penalty: 3860.892334
	Iteration 19Q: 3 clusters Score -182287.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -182302.890625 Penalty: 3860.892334
	Iteration 20F: 3 clusters Score -182302.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -182311.859375 Penalty: 3860.892334
	Iteration 21Q: 3 clusters Score -182311.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -182317.968750 Penalty: 3860.892334
	Iteration 22Q: 3 clusters Score -182318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -182323.796875 Penalty: 3860.892334
	Iteration 23Q: 3 clusters Score -182323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -182326.812500 Penalty: 3860.892334
	Iteration 24Q: 3 clusters Score -182326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -182327.703125 Penalty: 3860.892334
	Iteration 25Q: 3 clusters Score -182327.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -182328.281250 Penalty: 3860.892334
	Iteration 26Q: 3 clusters Score -182328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -182331.671875 Penalty: 3860.892334
	Iteration 27Q: 3 clusters Score -182331.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -182333.531250 Penalty: 3860.892334
	Iteration 28Q: 3 clusters Score -182333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -182335.062500 Penalty: 3860.892334
	Iteration 29Q: 3 clusters Score -182335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -182335.500000 Penalty: 3860.892334
	Iteration 30Q: 3 clusters Score -182335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -182337.125000 Penalty: 3860.892334
	Iteration 31Q: 3 clusters Score -182337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -182338.453125 Penalty: 3860.892334
	Iteration 32Q: 3 clusters Score -182338.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -182339.187500 Penalty: 3860.892334
	Iteration 33Q: 3 clusters Score -182339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -182339.687500 Penalty: 3860.892334
	Iteration 34Q: 3 clusters Score -182339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -182340.062500 Penalty: 3860.892334
	Iteration 35Q: 3 clusters Score -182340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -182340.093750 Penalty: 3860.892334
	Iteration 36Q: 3 clusters Score -182340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -182343.171875 Penalty: 3860.892334
	Iteration 37Q: 3 clusters Score -182343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -182345.359375 Penalty: 3860.892334
	Iteration 38Q: 3 clusters Score -182345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -182347.828125 Penalty: 3860.892334
	Iteration 39Q: 3 clusters Score -182347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -182350.890625 Penalty: 3860.892334
	Iteration 40F: 3 clusters Score -182350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -182351.437500 Penalty: 3860.892334
	Iteration 41Q: 3 clusters Score -182351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -182356.562500 Penalty: 3860.892334
	Iteration 42Q: 3 clusters Score -182356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -182359.500000 Penalty: 3860.892334
	Iteration 43Q: 3 clusters Score -182359.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -182362.906250 Penalty: 3860.892334
	Iteration 44Q: 3 clusters Score -182362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -182363.781250 Penalty: 3860.892334
	Iteration 45Q: 3 clusters Score -182363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -182365.984375 Penalty: 3860.892334
	Iteration 46Q: 3 clusters Score -182366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -182368.500000 Penalty: 3860.892334
	Iteration 47Q: 3 clusters Score -182368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -182370.375000 Penalty: 3860.892334
	Iteration 48Q: 3 clusters Score -182370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -182373.390625 Penalty: 3860.892334
	Iteration 49Q: 3 clusters Score -182373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -182374.546875 Penalty: 3860.892334
	Iteration 50Q: 3 clusters Score -182374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -182374.593750 Penalty: 3860.892334
	Iteration 51Q: 3 clusters Score -182374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -182376.234375 Penalty: 3860.892334
	Iteration 52Q: 3 clusters Score -182376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -182377.562500 Penalty: 3860.892334
	Iteration 53Q: 3 clusters Score -182377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -182378.296875 Penalty: 3860.892334
	Iteration 54Q: 3 clusters Score -182378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -182378.453125 Penalty: 3860.892334
	Iteration 55Q: 3 clusters Score -182378.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -182378.937500 Penalty: 3860.892334
	Iteration 56Q: 3 clusters Score -182378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -182380.140625 Penalty: 3860.892334
	Iteration 57Q: 3 clusters Score -182380.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -182381.187500 Penalty: 3860.892334
	Iteration 58Q: 3 clusters Score -182381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -182381.171875 Penalty: 3860.892334
	Iteration 59Q: 3 clusters Score -182381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -182382.500000 Penalty: 3860.892334
	Iteration 60F: 3 clusters Score -182382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -182383.593750 Penalty: 3860.892334
	Iteration 61Q: 3 clusters Score -182383.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -182387.421875 Penalty: 3860.892334
	Iteration 62Q: 3 clusters Score -182387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -182389.484375 Penalty: 3860.892334
	Iteration 63Q: 3 clusters Score -182389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -182390.437500 Penalty: 3860.892334
	Iteration 64Q: 3 clusters Score -182390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -182390.437500 Penalty: 3860.892334
	Iteration 65F: 3 clusters Score -182390.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Entering Unmasked Estep 
Score: -2242601.750000 Penalty: 2436.583008
	Iteration 0F: 2 clusters Score -2242602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2229433.500000 Penalty: 4873.166016
	Iteration 0F: 3 clusters Score -2229434 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2233990.000000 Penalty: 4873.166016
	Iteration 1F: 3 clusters Score -2233990 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2234403.250000 Penalty: 4873.166016
	Iteration 2F: 3 clusters Score -2234403 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2234774.500000 Penalty: 4873.166016
	Iteration 3Q: 3 clusters Score -2234774 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2235192.750000 Penalty: 4873.166016
	Iteration 4Q: 3 clusters Score -2235193 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -2235653.000000 Penalty: 4873.166016
	Iteration 5Q: 3 clusters Score -2235653 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2236183.250000 Penalty: 4873.166016
	Iteration 6F: 3 clusters Score -2236183 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2236711.250000 Penalty: 4873.166016
	Iteration 7F: 3 clusters Score -2236711 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2237233.000000 Penalty: 4873.166016
	Iteration 8Q: 3 clusters Score -2237233 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2237794.000000 Penalty: 4873.166016
	Iteration 9Q: 3 clusters Score -2237794 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2238327.250000 Penalty: 4873.166016
	Iteration 10Q: 3 clusters Score -2238327 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2238886.750000 Penalty: 4873.166016
	Iteration 11Q: 3 clusters Score -2238887 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2239431.500000 Penalty: 4873.166016
	Iteration 12Q: 3 clusters Score -2239432 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2239917.250000 Penalty: 4873.166016
	Iteration 13Q: 3 clusters Score -2239917 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2240316.250000 Penalty: 4873.166016
	Iteration 14Q: 3 clusters Score -2240316 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2240611.250000 Penalty: 4873.166016
	Iteration 15Q: 3 clusters Score -2240611 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2240792.500000 Penalty: 4873.166016
	Iteration 16Q: 3 clusters Score -2240792 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2240882.750000 Penalty: 4873.166016
	Iteration 17Q: 3 clusters Score -2240883 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2240938.000000 Penalty: 4873.166016
	Iteration 18Q: 3 clusters Score -2240938 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2240976.000000 Penalty: 4873.166016
	Iteration 19Q: 3 clusters Score -2240976 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2241001.000000 Penalty: 4873.166016
	Iteration 20F: 3 clusters Score -2241001 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2241018.000000 Penalty: 4873.166016
	Iteration 21Q: 3 clusters Score -2241018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2241034.250000 Penalty: 4873.166016
	Iteration 22Q: 3 clusters Score -2241034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2241043.500000 Penalty: 4873.166016
	Iteration 23Q: 3 clusters Score -2241044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2241047.750000 Penalty: 4873.166016
	Iteration 24Q: 3 clusters Score -2241048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2241050.500000 Penalty: 4873.166016
	Iteration 25Q: 3 clusters Score -2241050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2241057.250000 Penalty: 4873.166016
	Iteration 26Q: 3 clusters Score -2241057 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2241057.000000 Penalty: 4873.166016
	Iteration 27Q: 3 clusters Score -2241057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2241053.000000 Penalty: 4873.166016
	Iteration 28Q: 3 clusters Score -2241053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2241059.500000 Penalty: 4873.166016
	Iteration 29Q: 3 clusters Score -2241060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2241062.250000 Penalty: 4873.166016
	Iteration 30Q: 3 clusters Score -2241062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2241063.250000 Penalty: 4873.166016
	Iteration 31Q: 3 clusters Score -2241063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2241056.500000 Penalty: 4873.166016
	Iteration 32Q: 3 clusters Score -2241056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2241063.000000 Penalty: 4873.166016
	Iteration 33Q: 3 clusters Score -2241063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2241063.250000 Penalty: 4873.166016
	Iteration 34Q: 3 clusters Score -2241063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2241057.750000 Penalty: 4873.166016
	Iteration 35Q: 3 clusters Score -2241058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2241061.250000 Penalty: 4873.166016
	Iteration 36Q: 3 clusters Score -2241061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2241064.500000 Penalty: 4873.166016
	Iteration 37Q: 3 clusters Score -2241064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2241071.000000 Penalty: 4873.166016
	Iteration 38Q: 3 clusters Score -2241071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2241075.000000 Penalty: 4873.166016
	Iteration 39Q: 3 clusters Score -2241075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2241076.000000 Penalty: 4873.166016
	Iteration 40F: 3 clusters Score -2241076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2241080.000000 Penalty: 4873.166016
	Iteration 41Q: 3 clusters Score -2241080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2241086.500000 Penalty: 4873.166016
	Iteration 42Q: 3 clusters Score -2241086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2241085.250000 Penalty: 4873.166016
	Iteration 43Q: 3 clusters Score -2241085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2241086.000000 Penalty: 4873.166016
	Iteration 44Q: 3 clusters Score -2241086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2241092.750000 Penalty: 4873.166016
	Iteration 45Q: 3 clusters Score -2241093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2241098.000000 Penalty: 4873.166016
	Iteration 46Q: 3 clusters Score -2241098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2241097.750000 Penalty: 4873.166016
	Iteration 47Q: 3 clusters Score -2241098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2241100.750000 Penalty: 4873.166016
	Iteration 48Q: 3 clusters Score -2241101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2241102.750000 Penalty: 4873.166016
	Iteration 49Q: 3 clusters Score -2241103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2241104.000000 Penalty: 4873.166016
	Iteration 50Q: 3 clusters Score -2241104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2241103.750000 Penalty: 4873.166016
	Iteration 51Q: 3 clusters Score -2241104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2241105.250000 Penalty: 4873.166016
	Iteration 52Q: 3 clusters Score -2241105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2241108.750000 Penalty: 4873.166016
	Iteration 53Q: 3 clusters Score -2241109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2241110.250000 Penalty: 4873.166016
	Iteration 54Q: 3 clusters Score -2241110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2241110.250000 Penalty: 4873.166016
	Iteration 55Q: 3 clusters Score -2241110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2241113.750000 Penalty: 4873.166016
	Iteration 56Q: 3 clusters Score -2241114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2241108.750000 Penalty: 4873.166016
	Iteration 57Q: 3 clusters Score -2241109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2241108.250000 Penalty: 4873.166016
	Iteration 58Q: 3 clusters Score -2241108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2241109.000000 Penalty: 4873.166016
	Iteration 59Q: 3 clusters Score -2241109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2241107.750000 Penalty: 4873.166016
	Iteration 60F: 3 clusters Score -2241108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2241111.750000 Penalty: 4873.166016
	Iteration 61Q: 3 clusters Score -2241112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2241110.500000 Penalty: 4873.166016
	Iteration 62Q: 3 clusters Score -2241110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2241112.250000 Penalty: 4873.166016
	Iteration 63Q: 3 clusters Score -2241112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2241114.500000 Penalty: 4873.166016
	Iteration 64Q: 3 clusters Score -2241114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2241113.250000 Penalty: 4873.166016
	Iteration 65Q: 3 clusters Score -2241113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2241112.250000 Penalty: 4873.166016
	Iteration 66Q: 3 clusters Score -2241112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2241112.250000 Penalty: 4873.166016
	Iteration 67F: 3 clusters Score -2241112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Entering Unmasked Estep 
Score: -1499019.750000 Penalty: 2343.401611
	Iteration 0F: 2 clusters Score -1499020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1489643.375000 Penalty: 4686.803223
	Iteration 0F: 3 clusters Score -1489643 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1492608.250000 Penalty: 4686.803223
	Iteration 1F: 3 clusters Score -1492608 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1493085.625000 Penalty: 4686.803223
	Iteration 2F: 3 clusters Score -1493086 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1493495.375000 Penalty: 4686.803223
	Iteration 3F: 3 clusters Score -1493495 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1493896.875000 Penalty: 4686.803223
	Iteration 4F: 3 clusters Score -1493897 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1494308.875000 Penalty: 4686.803223
	Iteration 5F: 3 clusters Score -1494309 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1494699.625000 Penalty: 4686.803223
	Iteration 6F: 3 clusters Score -1494700 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1495101.375000 Penalty: 4686.803223
	Iteration 7Q: 3 clusters Score -1495101 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1495518.625000 Penalty: 4686.803223
	Iteration 8Q: 3 clusters Score -1495519 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1495899.875000 Penalty: 4686.803223
	Iteration 9Q: 3 clusters Score -1495900 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1496279.875000 Penalty: 4686.803223
	Iteration 10Q: 3 clusters Score -1496280 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1496628.500000 Penalty: 4686.803223
	Iteration 11Q: 3 clusters Score -1496628 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1496892.500000 Penalty: 4686.803223
	Iteration 12Q: 3 clusters Score -1496892 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1497051.125000 Penalty: 4686.803223
	Iteration 13Q: 3 clusters Score -1497051 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1497151.000000 Penalty: 4686.803223
	Iteration 14Q: 3 clusters Score -1497151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1497213.625000 Penalty: 4686.803223
	Iteration 15Q: 3 clusters Score -1497214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1497240.500000 Penalty: 4686.803223
	Iteration 16Q: 3 clusters Score -1497240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1497257.125000 Penalty: 4686.803223
	Iteration 17Q: 3 clusters Score -1497257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1497266.500000 Penalty: 4686.803223
	Iteration 18Q: 3 clusters Score -1497266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1497273.250000 Penalty: 4686.803223
	Iteration 19Q: 3 clusters Score -1497273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1497280.875000 Penalty: 4686.803223
	Iteration 20F: 3 clusters Score -1497281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1497285.000000 Penalty: 4686.803223
	Iteration 21Q: 3 clusters Score -1497285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1497286.625000 Penalty: 4686.803223
	Iteration 22Q: 3 clusters Score -1497287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1497288.125000 Penalty: 4686.803223
	Iteration 23Q: 3 clusters Score -1497288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1497290.875000 Penalty: 4686.803223
	Iteration 24Q: 3 clusters Score -1497291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1497296.625000 Penalty: 4686.803223
	Iteration 25Q: 3 clusters Score -1497297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1497297.625000 Penalty: 4686.803223
	Iteration 26Q: 3 clusters Score -1497298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1497297.500000 Penalty: 4686.803223
	Iteration 27Q: 3 clusters Score -1497298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1497299.500000 Penalty: 4686.803223
	Iteration 28Q: 3 clusters Score -1497300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1497299.750000 Penalty: 4686.803223
	Iteration 29Q: 3 clusters Score -1497300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1497303.250000 Penalty: 4686.803223
	Iteration 30Q: 3 clusters Score -1497303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1497300.125000 Penalty: 4686.803223
	Iteration 31Q: 3 clusters Score -1497300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1497300.875000 Penalty: 4686.803223
	Iteration 32Q: 3 clusters Score -1497301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1497300.750000 Penalty: 4686.803223
	Iteration 33Q: 3 clusters Score -1497301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1497300.875000 Penalty: 4686.803223
	Iteration 34Q: 3 clusters Score -1497301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1497300.000000 Penalty: 4686.803223
	Iteration 35Q: 3 clusters Score -1497300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1497304.000000 Penalty: 4686.803223
	Iteration 36Q: 3 clusters Score -1497304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1497306.625000 Penalty: 4686.803223
	Iteration 37Q: 3 clusters Score -1497307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1497306.875000 Penalty: 4686.803223
	Iteration 38Q: 3 clusters Score -1497307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1497306.875000 Penalty: 4686.803223
	Iteration 39F: 3 clusters Score -1497307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Entering Unmasked Estep 
Score: -1081934.625000 Penalty: 2254.230957
	Iteration 0F: 2 clusters Score -1081935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1074979.625000 Penalty: 4508.461914
	Iteration 0F: 3 clusters Score -1074980 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1076877.375000 Penalty: 4508.461914
	Iteration 1F: 3 clusters Score -1076877 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1077184.000000 Penalty: 4508.461914
	Iteration 2F: 3 clusters Score -1077184 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1077404.375000 Penalty: 4508.461914
	Iteration 3F: 3 clusters Score -1077404 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1077565.250000 Penalty: 4508.461914
	Iteration 4Q: 3 clusters Score -1077565 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1077684.250000 Penalty: 4508.461914
	Iteration 5Q: 3 clusters Score -1077684 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1077775.750000 Penalty: 4508.461914
	Iteration 6Q: 3 clusters Score -1077776 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1077852.750000 Penalty: 4508.461914
	Iteration 7Q: 3 clusters Score -1077853 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1077914.750000 Penalty: 4508.461914
	Iteration 8Q: 3 clusters Score -1077915 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1077960.375000 Penalty: 4508.461914
	Iteration 9Q: 3 clusters Score -1077960 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1077998.250000 Penalty: 4508.461914
	Iteration 10Q: 3 clusters Score -1077998 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1078032.875000 Penalty: 4508.461914
	Iteration 11Q: 3 clusters Score -1078033 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1078061.125000 Penalty: 4508.461914
	Iteration 12Q: 3 clusters Score -1078061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1078086.125000 Penalty: 4508.461914
	Iteration 13Q: 3 clusters Score -1078086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1078112.625000 Penalty: 4508.461914
	Iteration 14Q: 3 clusters Score -1078113 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1078140.250000 Penalty: 4508.461914
	Iteration 15Q: 3 clusters Score -1078140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1078158.500000 Penalty: 4508.461914
	Iteration 16Q: 3 clusters Score -1078158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1078182.375000 Penalty: 4508.461914
	Iteration 17Q: 3 clusters Score -1078182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1078197.000000 Penalty: 4508.461914
	Iteration 18Q: 3 clusters Score -1078197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1078211.625000 Penalty: 4508.461914
	Iteration 19Q: 3 clusters Score -1078212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1078233.125000 Penalty: 4508.461914
	Iteration 20F: 3 clusters Score -1078233 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1078246.250000 Penalty: 4508.461914
	Iteration 21Q: 3 clusters Score -1078246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1078263.125000 Penalty: 4508.461914
	Iteration 22Q: 3 clusters Score -1078263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1078274.500000 Penalty: 4508.461914
	Iteration 23Q: 3 clusters Score -1078274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1078292.125000 Penalty: 4508.461914
	Iteration 24Q: 3 clusters Score -1078292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1078306.875000 Penalty: 4508.461914
	Iteration 25Q: 3 clusters Score -1078307 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1078324.000000 Penalty: 4508.461914
	Iteration 26Q: 3 clusters Score -1078324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1078339.000000 Penalty: 4508.461914
	Iteration 27Q: 3 clusters Score -1078339 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1078353.000000 Penalty: 4508.461914
	Iteration 28Q: 3 clusters Score -1078353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1078363.125000 Penalty: 4508.461914
	Iteration 29Q: 3 clusters Score -1078363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1078375.125000 Penalty: 4508.461914
	Iteration 30Q: 3 clusters Score -1078375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1078392.000000 Penalty: 4508.461914
	Iteration 31Q: 3 clusters Score -1078392 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1078418.125000 Penalty: 4508.461914
	Iteration 32Q: 3 clusters Score -1078418 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1078436.375000 Penalty: 4508.461914
	Iteration 33Q: 3 clusters Score -1078436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1078459.625000 Penalty: 4508.461914
	Iteration 34Q: 3 clusters Score -1078460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1078491.625000 Penalty: 4508.461914
	Iteration 35Q: 3 clusters Score -1078492 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1078531.000000 Penalty: 4508.461914
	Iteration 36Q: 3 clusters Score -1078531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1078574.750000 Penalty: 4508.461914
	Iteration 37Q: 3 clusters Score -1078575 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1078628.250000 Penalty: 4508.461914
	Iteration 38Q: 3 clusters Score -1078628 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1078690.500000 Penalty: 4508.461914
	Iteration 39Q: 3 clusters Score -1078690 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1078755.000000 Penalty: 4508.461914
	Iteration 40F: 3 clusters Score -1078755 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1078812.875000 Penalty: 4508.461914
	Iteration 41Q: 3 clusters Score -1078813 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1078873.750000 Penalty: 4508.461914
	Iteration 42Q: 3 clusters Score -1078874 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1078947.750000 Penalty: 4508.461914
	Iteration 43Q: 3 clusters Score -1078948 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1079026.000000 Penalty: 4508.461914
	Iteration 44Q: 3 clusters Score -1079026 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1079128.375000 Penalty: 4508.461914
	Iteration 45Q: 3 clusters Score -1079128 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1079221.625000 Penalty: 4508.461914
	Iteration 46Q: 3 clusters Score -1079222 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1079317.375000 Penalty: 4508.461914
	Iteration 47Q: 3 clusters Score -1079317 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1079410.375000 Penalty: 4508.461914
	Iteration 48Q: 3 clusters Score -1079410 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1079500.125000 Penalty: 4508.461914
	Iteration 49Q: 3 clusters Score -1079500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1079585.500000 Penalty: 4508.461914
	Iteration 50Q: 3 clusters Score -1079586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1079658.375000 Penalty: 4508.461914
	Iteration 51Q: 3 clusters Score -1079658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1079712.125000 Penalty: 4508.461914
	Iteration 52Q: 3 clusters Score -1079712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1079752.125000 Penalty: 4508.461914
	Iteration 53Q: 3 clusters Score -1079752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1079789.750000 Penalty: 4508.461914
	Iteration 54Q: 3 clusters Score -1079790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1079819.250000 Penalty: 4508.461914
	Iteration 55Q: 3 clusters Score -1079819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1079846.500000 Penalty: 4508.461914
	Iteration 56Q: 3 clusters Score -1079846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1079863.250000 Penalty: 4508.461914
	Iteration 57Q: 3 clusters Score -1079863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1079880.625000 Penalty: 4508.461914
	Iteration 58Q: 3 clusters Score -1079881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1079896.625000 Penalty: 4508.461914
	Iteration 59Q: 3 clusters Score -1079897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1079908.250000 Penalty: 4508.461914
	Iteration 60F: 3 clusters Score -1079908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1079917.875000 Penalty: 4508.461914
	Iteration 61Q: 3 clusters Score -1079918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1079927.750000 Penalty: 4508.461914
	Iteration 62Q: 3 clusters Score -1079928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1079937.625000 Penalty: 4508.461914
	Iteration 63Q: 3 clusters Score -1079938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1079943.625000 Penalty: 4508.461914
	Iteration 64Q: 3 clusters Score -1079944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1079951.000000 Penalty: 4508.461914
	Iteration 65Q: 3 clusters Score -1079951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1079955.500000 Penalty: 4508.461914
	Iteration 66Q: 3 clusters Score -1079956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1079959.750000 Penalty: 4508.461914
	Iteration 67Q: 3 clusters Score -1079960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1079965.750000 Penalty: 4508.461914
	Iteration 68Q: 3 clusters Score -1079966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1079968.375000 Penalty: 4508.461914
	Iteration 69Q: 3 clusters Score -1079968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1079968.375000 Penalty: 4508.461914
	Iteration 70Q: 3 clusters Score -1079968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1079969.500000 Penalty: 4508.461914
	Iteration 71Q: 3 clusters Score -1079970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1079973.000000 Penalty: 4508.461914
	Iteration 72Q: 3 clusters Score -1079973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1079975.125000 Penalty: 4508.461914
	Iteration 73Q: 3 clusters Score -1079975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1079976.375000 Penalty: 4508.461914
	Iteration 74Q: 3 clusters Score -1079976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1079976.375000 Penalty: 4508.461914
	Iteration 75F: 3 clusters Score -1079976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Entering Unmasked Estep 
Score: -578599.375000 Penalty: 2099.281982
	Iteration 0F: 2 clusters Score -578599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -574283.625000 Penalty: 4198.563965
	Iteration 0F: 3 clusters Score -574283.6 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -575343.000000 Penalty: 4198.563965
	Iteration 1F: 3 clusters Score -575343 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -575579.125000 Penalty: 4198.563965
	Iteration 2F: 3 clusters Score -575579.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -575733.375000 Penalty: 4198.563965
	Iteration 3F: 3 clusters Score -575733.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -575843.375000 Penalty: 4198.563965
	Iteration 4Q: 3 clusters Score -575843.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -575946.312500 Penalty: 4198.563965
	Iteration 5Q: 3 clusters Score -575946.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -576039.562500 Penalty: 4198.563965
	Iteration 6Q: 3 clusters Score -576039.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -576114.375000 Penalty: 4198.563965
	Iteration 7Q: 3 clusters Score -576114.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -576171.250000 Penalty: 4198.563965
	Iteration 8Q: 3 clusters Score -576171.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -576225.187500 Penalty: 4198.563965
	Iteration 9Q: 3 clusters Score -576225.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -576274.187500 Penalty: 4198.563965
	Iteration 10Q: 3 clusters Score -576274.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -576316.312500 Penalty: 4198.563965
	Iteration 11Q: 3 clusters Score -576316.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -576366.437500 Penalty: 4198.563965
	Iteration 12Q: 3 clusters Score -576366.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -576411.125000 Penalty: 4198.563965
	Iteration 13Q: 3 clusters Score -576411.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -576452.312500 Penalty: 4198.563965
	Iteration 14Q: 3 clusters Score -576452.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -576472.500000 Penalty: 4198.563965
	Iteration 15Q: 3 clusters Score -576472.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -576485.812500 Penalty: 4198.563965
	Iteration 16Q: 3 clusters Score -576485.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -576503.000000 Penalty: 4198.563965
	Iteration 17Q: 3 clusters Score -576503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -576518.125000 Penalty: 4198.563965
	Iteration 18Q: 3 clusters Score -576518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -576521.312500 Penalty: 4198.563965
	Iteration 19Q: 3 clusters Score -576521.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -576523.687500 Penalty: 4198.563965
	Iteration 20F: 3 clusters Score -576523.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -576526.437500 Penalty: 4198.563965
	Iteration 21Q: 3 clusters Score -576526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -576528.500000 Penalty: 4198.563965
	Iteration 22Q: 3 clusters Score -576528.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -576530.750000 Penalty: 4198.563965
	Iteration 23Q: 3 clusters Score -576530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -576532.750000 Penalty: 4198.563965
	Iteration 24Q: 3 clusters Score -576532.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -576536.875000 Penalty: 4198.563965
	Iteration 25Q: 3 clusters Score -576536.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -576539.687500 Penalty: 4198.563965
	Iteration 26Q: 3 clusters Score -576539.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -576544.375000 Penalty: 4198.563965
	Iteration 27Q: 3 clusters Score -576544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -576546.750000 Penalty: 4198.563965
	Iteration 28Q: 3 clusters Score -576546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -576546.625000 Penalty: 4198.563965
	Iteration 29Q: 3 clusters Score -576546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -576548.000000 Penalty: 4198.563965
	Iteration 30Q: 3 clusters Score -576548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -576548.062500 Penalty: 4198.563965
	Iteration 31Q: 3 clusters Score -576548.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -576549.812500 Penalty: 4198.563965
	Iteration 32Q: 3 clusters Score -576549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -576550.125000 Penalty: 4198.563965
	Iteration 33Q: 3 clusters Score -576550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -576549.937500 Penalty: 4198.563965
	Iteration 34Q: 3 clusters Score -576549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -576549.937500 Penalty: 4198.563965
	Iteration 35F: 3 clusters Score -576549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -328179.468750 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -328179.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -325069.250000 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -325069.2 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -325629.500000 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -325629.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -325786.843750 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -325786.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -325906.375000 Penalty: 3926.555664
	Iteration 3F: 3 clusters Score -325906.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -325978.812500 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -325978.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -326019.781250 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -326019.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -326054.906250 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -326054.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -326088.687500 Penalty: 3926.555664
	Iteration 7Q: 3 clusters Score -326088.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -326110.625000 Penalty: 3926.555664
	Iteration 8Q: 3 clusters Score -326110.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -326129.656250 Penalty: 3926.555664
	Iteration 9Q: 3 clusters Score -326129.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -326146.500000 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -326146.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -326165.812500 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -326165.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -326175.718750 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -326175.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -326183.156250 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -326183.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -326190.750000 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -326190.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -326200.875000 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -326200.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -326210.656250 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -326210.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -326216.406250 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -326216.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -326222.625000 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -326222.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -326229.531250 Penalty: 3926.555664
	Iteration 19Q: 3 clusters Score -326229.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -326237.031250 Penalty: 3926.555664
	Iteration 20F: 3 clusters Score -326237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -326241.750000 Penalty: 3926.555664
	Iteration 21Q: 3 clusters Score -326241.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -326245.718750 Penalty: 3926.555664
	Iteration 22Q: 3 clusters Score -326245.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -326248.718750 Penalty: 3926.555664
	Iteration 23Q: 3 clusters Score -326248.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -326251.812500 Penalty: 3926.555664
	Iteration 24Q: 3 clusters Score -326251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -326254.937500 Penalty: 3926.555664
	Iteration 25Q: 3 clusters Score -326254.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -326259.750000 Penalty: 3926.555664
	Iteration 26Q: 3 clusters Score -326259.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -326265.531250 Penalty: 3926.555664
	Iteration 27Q: 3 clusters Score -326265.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -326269.812500 Penalty: 3926.555664
	Iteration 28Q: 3 clusters Score -326269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -326275.000000 Penalty: 3926.555664
	Iteration 29Q: 3 clusters Score -326275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -326280.687500 Penalty: 3926.555664
	Iteration 30Q: 3 clusters Score -326280.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -326286.437500 Penalty: 3926.555664
	Iteration 31Q: 3 clusters Score -326286.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -326292.406250 Penalty: 3926.555664
	Iteration 32Q: 3 clusters Score -326292.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -326297.375000 Penalty: 3926.555664
	Iteration 33Q: 3 clusters Score -326297.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -326302.437500 Penalty: 3926.555664
	Iteration 34Q: 3 clusters Score -326302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -326308.750000 Penalty: 3926.555664
	Iteration 35Q: 3 clusters Score -326308.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -326317.281250 Penalty: 3926.555664
	Iteration 36Q: 3 clusters Score -326317.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -326324.406250 Penalty: 3926.555664
	Iteration 37Q: 3 clusters Score -326324.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -326331.156250 Penalty: 3926.555664
	Iteration 38Q: 3 clusters Score -326331.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -326334.781250 Penalty: 3926.555664
	Iteration 39Q: 3 clusters Score -326334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -326336.093750 Penalty: 3926.555664
	Iteration 40F: 3 clusters Score -326336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -326338.312500 Penalty: 3926.555664
	Iteration 41Q: 3 clusters Score -326338.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -326339.656250 Penalty: 3926.555664
	Iteration 42Q: 3 clusters Score -326339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -326341.437500 Penalty: 3926.555664
	Iteration 43Q: 3 clusters Score -326341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -326344.437500 Penalty: 3926.555664
	Iteration 44Q: 3 clusters Score -326344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -326348.906250 Penalty: 3926.555664
	Iteration 45Q: 3 clusters Score -326348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -326353.406250 Penalty: 3926.555664
	Iteration 46Q: 3 clusters Score -326353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -326353.562500 Penalty: 3926.555664
	Iteration 47Q: 3 clusters Score -326353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -326355.031250 Penalty: 3926.555664
	Iteration 48Q: 3 clusters Score -326355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -326354.968750 Penalty: 3926.555664
	Iteration 49Q: 3 clusters Score -326355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -326355.843750 Penalty: 3926.555664
	Iteration 50Q: 3 clusters Score -326355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -326355.843750 Penalty: 3926.555664
	Iteration 51F: 3 clusters Score -326355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Entering Unmasked Estep 
Score: -799775.250000 Penalty: 2183.062744
	Iteration 0F: 2 clusters Score -799775.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -794160.000000 Penalty: 4366.125488
	Iteration 0F: 3 clusters Score -794160 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -795639.000000 Penalty: 4366.125488
	Iteration 1F: 3 clusters Score -795639 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -795936.187500 Penalty: 4366.125488
	Iteration 2F: 3 clusters Score -795936.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -796143.625000 Penalty: 4366.125488
	Iteration 3F: 3 clusters Score -796143.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -796273.875000 Penalty: 4366.125488
	Iteration 4Q: 3 clusters Score -796273.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -796379.750000 Penalty: 4366.125488
	Iteration 5Q: 3 clusters Score -796379.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -796467.375000 Penalty: 4366.125488
	Iteration 6Q: 3 clusters Score -796467.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -796556.437500 Penalty: 4366.125488
	Iteration 7Q: 3 clusters Score -796556.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -796652.062500 Penalty: 4366.125488
	Iteration 8Q: 3 clusters Score -796652.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -796733.562500 Penalty: 4366.125488
	Iteration 9Q: 3 clusters Score -796733.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -796797.750000 Penalty: 4366.125488
	Iteration 10Q: 3 clusters Score -796797.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -796849.437500 Penalty: 4366.125488
	Iteration 11Q: 3 clusters Score -796849.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -796901.625000 Penalty: 4366.125488
	Iteration 12Q: 3 clusters Score -796901.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -796944.937500 Penalty: 4366.125488
	Iteration 13Q: 3 clusters Score -796944.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -796986.000000 Penalty: 4366.125488
	Iteration 14Q: 3 clusters Score -796986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -797030.375000 Penalty: 4366.125488
	Iteration 15Q: 3 clusters Score -797030.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -797074.125000 Penalty: 4366.125488
	Iteration 16Q: 3 clusters Score -797074.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -797115.000000 Penalty: 4366.125488
	Iteration 17Q: 3 clusters Score -797115 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -797156.000000 Penalty: 4366.125488
	Iteration 18Q: 3 clusters Score -797156 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -797186.562500 Penalty: 4366.125488
	Iteration 19Q: 3 clusters Score -797186.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -797211.625000 Penalty: 4366.125488
	Iteration 20F: 3 clusters Score -797211.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -797228.875000 Penalty: 4366.125488
	Iteration 21Q: 3 clusters Score -797228.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -797243.750000 Penalty: 4366.125488
	Iteration 22Q: 3 clusters Score -797243.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -797257.875000 Penalty: 4366.125488
	Iteration 23Q: 3 clusters Score -797257.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -797266.000000 Penalty: 4366.125488
	Iteration 24Q: 3 clusters Score -797266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -797273.250000 Penalty: 4366.125488
	Iteration 25Q: 3 clusters Score -797273.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -797282.437500 Penalty: 4366.125488
	Iteration 26Q: 3 clusters Score -797282.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -797290.875000 Penalty: 4366.125488
	Iteration 27Q: 3 clusters Score -797290.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -797298.187500 Penalty: 4366.125488
	Iteration 28Q: 3 clusters Score -797298.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -797301.562500 Penalty: 4366.125488
	Iteration 29Q: 3 clusters Score -797301.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -797302.312500 Penalty: 4366.125488
	Iteration 30Q: 3 clusters Score -797302.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -797306.437500 Penalty: 4366.125488
	Iteration 31Q: 3 clusters Score -797306.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -797311.312500 Penalty: 4366.125488
	Iteration 32Q: 3 clusters Score -797311.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -797315.437500 Penalty: 4366.125488
	Iteration 33Q: 3 clusters Score -797315.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -797318.812500 Penalty: 4366.125488
	Iteration 34Q: 3 clusters Score -797318.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -797323.062500 Penalty: 4366.125488
	Iteration 35Q: 3 clusters Score -797323.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -797328.937500 Penalty: 4366.125488
	Iteration 36Q: 3 clusters Score -797328.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -797329.875000 Penalty: 4366.125488
	Iteration 37Q: 3 clusters Score -797329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -797331.375000 Penalty: 4366.125488
	Iteration 38Q: 3 clusters Score -797331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -797335.562500 Penalty: 4366.125488
	Iteration 39Q: 3 clusters Score -797335.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -797337.500000 Penalty: 4366.125488
	Iteration 40F: 3 clusters Score -797337.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -797339.312500 Penalty: 4366.125488
	Iteration 41Q: 3 clusters Score -797339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -797342.125000 Penalty: 4366.125488
	Iteration 42Q: 3 clusters Score -797342.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -797343.875000 Penalty: 4366.125488
	Iteration 43Q: 3 clusters Score -797343.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -797342.437500 Penalty: 4366.125488
	Iteration 44Q: 3 clusters Score -797342.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -797346.062500 Penalty: 4366.125488
	Iteration 45Q: 3 clusters Score -797346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -797344.687500 Penalty: 4366.125488
	Iteration 46Q: 3 clusters Score -797344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -797344.937500 Penalty: 4366.125488
	Iteration 47Q: 3 clusters Score -797344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -797346.000000 Penalty: 4366.125488
	Iteration 48Q: 3 clusters Score -797346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -797347.062500 Penalty: 4366.125488
	Iteration 49Q: 3 clusters Score -797347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -797347.125000 Penalty: 4366.125488
	Iteration 50Q: 3 clusters Score -797347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -797346.937500 Penalty: 4366.125488
	Iteration 51Q: 3 clusters Score -797346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -797348.875000 Penalty: 4366.125488
	Iteration 52Q: 3 clusters Score -797348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -797352.187500 Penalty: 4366.125488
	Iteration 53Q: 3 clusters Score -797352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -797352.500000 Penalty: 4366.125488
	Iteration 54Q: 3 clusters Score -797352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -797354.937500 Penalty: 4366.125488
	Iteration 55Q: 3 clusters Score -797354.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -797356.250000 Penalty: 4366.125488
	Iteration 56Q: 3 clusters Score -797356.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -797358.000000 Penalty: 4366.125488
	Iteration 57Q: 3 clusters Score -797358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -797357.875000 Penalty: 4366.125488
	Iteration 58Q: 3 clusters Score -797357.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -797363.562500 Penalty: 4366.125488
	Iteration 59Q: 3 clusters Score -797363.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -797366.625000 Penalty: 4366.125488
	Iteration 60F: 3 clusters Score -797366.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -797368.375000 Penalty: 4366.125488
	Iteration 61Q: 3 clusters Score -797368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -797367.375000 Penalty: 4366.125488
	Iteration 62Q: 3 clusters Score -797367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -797368.875000 Penalty: 4366.125488
	Iteration 63Q: 3 clusters Score -797368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -797371.312500 Penalty: 4366.125488
	Iteration 64Q: 3 clusters Score -797371.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -797372.062500 Penalty: 4366.125488
	Iteration 65Q: 3 clusters Score -797372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -797373.000000 Penalty: 4366.125488
	Iteration 66Q: 3 clusters Score -797373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -797374.562500 Penalty: 4366.125488
	Iteration 67Q: 3 clusters Score -797374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -797373.937500 Penalty: 4366.125488
	Iteration 68Q: 3 clusters Score -797373.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -797375.812500 Penalty: 4366.125488
	Iteration 69Q: 3 clusters Score -797375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -797377.312500 Penalty: 4366.125488
	Iteration 70Q: 3 clusters Score -797377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -797378.437500 Penalty: 4366.125488
	Iteration 71Q: 3 clusters Score -797378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -797382.500000 Penalty: 4366.125488
	Iteration 72Q: 3 clusters Score -797382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -797383.000000 Penalty: 4366.125488
	Iteration 73Q: 3 clusters Score -797383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -797385.312500 Penalty: 4366.125488
	Iteration 74Q: 3 clusters Score -797385.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -797386.562500 Penalty: 4366.125488
	Iteration 75Q: 3 clusters Score -797386.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -797387.312500 Penalty: 4366.125488
	Iteration 76Q: 3 clusters Score -797387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -797388.312500 Penalty: 4366.125488
	Iteration 77Q: 3 clusters Score -797388.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -797391.625000 Penalty: 4366.125488
	Iteration 78Q: 3 clusters Score -797391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -797392.250000 Penalty: 4366.125488
	Iteration 79Q: 3 clusters Score -797392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -797394.250000 Penalty: 4366.125488
	Iteration 80F: 3 clusters Score -797394.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -797399.312500 Penalty: 4366.125488
	Iteration 81Q: 3 clusters Score -797399.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -797403.187500 Penalty: 4366.125488
	Iteration 82Q: 3 clusters Score -797403.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -797404.687500 Penalty: 4366.125488
	Iteration 83Q: 3 clusters Score -797404.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -797410.250000 Penalty: 4366.125488
	Iteration 84Q: 3 clusters Score -797410.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -797414.375000 Penalty: 4366.125488
	Iteration 85Q: 3 clusters Score -797414.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -797414.875000 Penalty: 4366.125488
	Iteration 86Q: 3 clusters Score -797414.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -797421.812500 Penalty: 4366.125488
	Iteration 87Q: 3 clusters Score -797421.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -797427.687500 Penalty: 4366.125488
	Iteration 88Q: 3 clusters Score -797427.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -797433.125000 Penalty: 4366.125488
	Iteration 89Q: 3 clusters Score -797433.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -797439.375000 Penalty: 4366.125488
	Iteration 90Q: 3 clusters Score -797439.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -797443.000000 Penalty: 4366.125488
	Iteration 91Q: 3 clusters Score -797443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -797447.500000 Penalty: 4366.125488
	Iteration 92Q: 3 clusters Score -797447.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -797455.062500 Penalty: 4366.125488
	Iteration 93Q: 3 clusters Score -797455.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -797457.875000 Penalty: 4366.125488
	Iteration 94Q: 3 clusters Score -797457.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -797463.812500 Penalty: 4366.125488
	Iteration 95Q: 3 clusters Score -797463.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -797467.937500 Penalty: 4366.125488
	Iteration 96Q: 3 clusters Score -797467.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -797471.625000 Penalty: 4366.125488
	Iteration 97Q: 3 clusters Score -797471.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -797477.687500 Penalty: 4366.125488
	Iteration 98Q: 3 clusters Score -797477.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -797482.562500 Penalty: 4366.125488
	Iteration 99Q: 3 clusters Score -797482.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -797488.250000 Penalty: 4366.125488
	Iteration 100F: 3 clusters Score -797488.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -797488.250000 Penalty: 4366.125488
	Iteration 101Q: 3 clusters Score -797488.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -797492.062500 Penalty: 4366.125488
	Iteration 102Q: 3 clusters Score -797492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -797493.500000 Penalty: 4366.125488
	Iteration 103Q: 3 clusters Score -797493.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -797496.062500 Penalty: 4366.125488
	Iteration 104Q: 3 clusters Score -797496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -797500.500000 Penalty: 4366.125488
	Iteration 105Q: 3 clusters Score -797500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -797500.125000 Penalty: 4366.125488
	Iteration 106Q: 3 clusters Score -797500.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -797502.687500 Penalty: 4366.125488
	Iteration 107Q: 3 clusters Score -797502.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -797508.750000 Penalty: 4366.125488
	Iteration 108Q: 3 clusters Score -797508.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -797512.125000 Penalty: 4366.125488
	Iteration 109Q: 3 clusters Score -797512.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -797516.125000 Penalty: 4366.125488
	Iteration 110Q: 3 clusters Score -797516.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -797523.375000 Penalty: 4366.125488
	Iteration 111Q: 3 clusters Score -797523.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -797529.500000 Penalty: 4366.125488
	Iteration 112Q: 3 clusters Score -797529.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -797534.687500 Penalty: 4366.125488
	Iteration 113Q: 3 clusters Score -797534.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -797538.625000 Penalty: 4366.125488
	Iteration 114Q: 3 clusters Score -797538.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -797540.437500 Penalty: 4366.125488
	Iteration 115Q: 3 clusters Score -797540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -797542.062500 Penalty: 4366.125488
	Iteration 116Q: 3 clusters Score -797542.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -797544.312500 Penalty: 4366.125488
	Iteration 117Q: 3 clusters Score -797544.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -797548.625000 Penalty: 4366.125488
	Iteration 118Q: 3 clusters Score -797548.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -797551.437500 Penalty: 4366.125488
	Iteration 119Q: 3 clusters Score -797551.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -797555.750000 Penalty: 4366.125488
	Iteration 120F: 3 clusters Score -797555.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -797560.687500 Penalty: 4366.125488
	Iteration 121Q: 3 clusters Score -797560.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -797569.062500 Penalty: 4366.125488
	Iteration 122Q: 3 clusters Score -797569.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -797580.937500 Penalty: 4366.125488
	Iteration 123Q: 3 clusters Score -797580.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -797590.375000 Penalty: 4366.125488
	Iteration 124Q: 3 clusters Score -797590.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -797599.625000 Penalty: 4366.125488
	Iteration 125Q: 3 clusters Score -797599.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -797606.000000 Penalty: 4366.125488
	Iteration 126Q: 3 clusters Score -797606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -797615.375000 Penalty: 4366.125488
	Iteration 127Q: 3 clusters Score -797615.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -797627.062500 Penalty: 4366.125488
	Iteration 128Q: 3 clusters Score -797627.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -797633.500000 Penalty: 4366.125488
	Iteration 129Q: 3 clusters Score -797633.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -797640.187500 Penalty: 4366.125488
	Iteration 130Q: 3 clusters Score -797640.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -797645.312500 Penalty: 4366.125488
	Iteration 131Q: 3 clusters Score -797645.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -797655.375000 Penalty: 4366.125488
	Iteration 132Q: 3 clusters Score -797655.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -797658.875000 Penalty: 4366.125488
	Iteration 133Q: 3 clusters Score -797658.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -797664.312500 Penalty: 4366.125488
	Iteration 134Q: 3 clusters Score -797664.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -797671.375000 Penalty: 4366.125488
	Iteration 135Q: 3 clusters Score -797671.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -797677.500000 Penalty: 4366.125488
	Iteration 136Q: 3 clusters Score -797677.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -797681.062500 Penalty: 4366.125488
	Iteration 137Q: 3 clusters Score -797681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -797683.875000 Penalty: 4366.125488
	Iteration 138Q: 3 clusters Score -797683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -797689.000000 Penalty: 4366.125488
	Iteration 139Q: 3 clusters Score -797689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -797690.187500 Penalty: 4366.125488
	Iteration 140F: 3 clusters Score -797690.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -797695.250000 Penalty: 4366.125488
	Iteration 141Q: 3 clusters Score -797695.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -797698.750000 Penalty: 4366.125488
	Iteration 142Q: 3 clusters Score -797698.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -797704.687500 Penalty: 4366.125488
	Iteration 143Q: 3 clusters Score -797704.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -797711.750000 Penalty: 4366.125488
	Iteration 144Q: 3 clusters Score -797711.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -797717.562500 Penalty: 4366.125488
	Iteration 145Q: 3 clusters Score -797717.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -797718.437500 Penalty: 4366.125488
	Iteration 146Q: 3 clusters Score -797718.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -797719.437500 Penalty: 4366.125488
	Iteration 147Q: 3 clusters Score -797719.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -797723.187500 Penalty: 4366.125488
	Iteration 148Q: 3 clusters Score -797723.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -797727.437500 Penalty: 4366.125488
	Iteration 149Q: 3 clusters Score -797727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -797731.937500 Penalty: 4366.125488
	Iteration 150Q: 3 clusters Score -797731.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -797734.125000 Penalty: 4366.125488
	Iteration 151Q: 3 clusters Score -797734.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -797738.937500 Penalty: 4366.125488
	Iteration 152Q: 3 clusters Score -797738.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -797742.000000 Penalty: 4366.125488
	Iteration 153Q: 3 clusters Score -797742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -797746.312500 Penalty: 4366.125488
	Iteration 154Q: 3 clusters Score -797746.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -797751.750000 Penalty: 4366.125488
	Iteration 155Q: 3 clusters Score -797751.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -797753.562500 Penalty: 4366.125488
	Iteration 156Q: 3 clusters Score -797753.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -797761.062500 Penalty: 4366.125488
	Iteration 157Q: 3 clusters Score -797761.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -797765.500000 Penalty: 4366.125488
	Iteration 158Q: 3 clusters Score -797765.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -797772.625000 Penalty: 4366.125488
	Iteration 159Q: 3 clusters Score -797772.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -797775.937500 Penalty: 4366.125488
	Iteration 160F: 3 clusters Score -797775.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -797780.437500 Penalty: 4366.125488
	Iteration 161Q: 3 clusters Score -797780.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -797783.750000 Penalty: 4366.125488
	Iteration 162Q: 3 clusters Score -797783.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -797785.812500 Penalty: 4366.125488
	Iteration 163Q: 3 clusters Score -797785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -797792.750000 Penalty: 4366.125488
	Iteration 164Q: 3 clusters Score -797792.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -797796.687500 Penalty: 4366.125488
	Iteration 165Q: 3 clusters Score -797796.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -797800.500000 Penalty: 4366.125488
	Iteration 166Q: 3 clusters Score -797800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -797802.062500 Penalty: 4366.125488
	Iteration 167Q: 3 clusters Score -797802.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -797805.625000 Penalty: 4366.125488
	Iteration 168Q: 3 clusters Score -797805.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -797808.250000 Penalty: 4366.125488
	Iteration 169Q: 3 clusters Score -797808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -797811.000000 Penalty: 4366.125488
	Iteration 170Q: 3 clusters Score -797811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -797813.750000 Penalty: 4366.125488
	Iteration 171Q: 3 clusters Score -797813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -797815.437500 Penalty: 4366.125488
	Iteration 172Q: 3 clusters Score -797815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -797818.125000 Penalty: 4366.125488
	Iteration 173Q: 3 clusters Score -797818.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -797821.750000 Penalty: 4366.125488
	Iteration 174Q: 3 clusters Score -797821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -797823.125000 Penalty: 4366.125488
	Iteration 175Q: 3 clusters Score -797823.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -797829.687500 Penalty: 4366.125488
	Iteration 176Q: 3 clusters Score -797829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -797832.250000 Penalty: 4366.125488
	Iteration 177Q: 3 clusters Score -797832.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -797837.375000 Penalty: 4366.125488
	Iteration 178Q: 3 clusters Score -797837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -797838.437500 Penalty: 4366.125488
	Iteration 179Q: 3 clusters Score -797838.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -797839.937500 Penalty: 4366.125488
	Iteration 180F: 3 clusters Score -797839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -797839.875000 Penalty: 4366.125488
	Iteration 181Q: 3 clusters Score -797839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -797840.375000 Penalty: 4366.125488
	Iteration 182Q: 3 clusters Score -797840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -797840.375000 Penalty: 4366.125488
	Iteration 183F: 3 clusters Score -797840.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Entering Unmasked Estep 
Score: -345890.656250 Penalty: 1975.541382
	Iteration 0F: 2 clusters Score -345890.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -342728.750000 Penalty: 3951.082764
	Iteration 0F: 3 clusters Score -342728.8 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -343403.218750 Penalty: 3951.082764
	Iteration 1F: 3 clusters Score -343403.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -343556.187500 Penalty: 3951.082764
	Iteration 2F: 3 clusters Score -343556.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -343652.062500 Penalty: 3951.082764
	Iteration 3Q: 3 clusters Score -343652.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -343725.687500 Penalty: 3951.082764
	Iteration 4Q: 3 clusters Score -343725.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -343782.968750 Penalty: 3951.082764
	Iteration 5Q: 3 clusters Score -343783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -343832.781250 Penalty: 3951.082764
	Iteration 6Q: 3 clusters Score -343832.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -343876.375000 Penalty: 3951.082764
	Iteration 7Q: 3 clusters Score -343876.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -343911.093750 Penalty: 3951.082764
	Iteration 8Q: 3 clusters Score -343911.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -343936.968750 Penalty: 3951.082764
	Iteration 9Q: 3 clusters Score -343937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -343952.437500 Penalty: 3951.082764
	Iteration 10Q: 3 clusters Score -343952.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -343965.687500 Penalty: 3951.082764
	Iteration 11Q: 3 clusters Score -343965.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -343984.500000 Penalty: 3951.082764
	Iteration 12Q: 3 clusters Score -343984.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -344003.750000 Penalty: 3951.082764
	Iteration 13Q: 3 clusters Score -344003.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -344023.281250 Penalty: 3951.082764
	Iteration 14Q: 3 clusters Score -344023.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -344037.625000 Penalty: 3951.082764
	Iteration 15Q: 3 clusters Score -344037.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -344049.718750 Penalty: 3951.082764
	Iteration 16Q: 3 clusters Score -344049.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -344059.562500 Penalty: 3951.082764
	Iteration 17Q: 3 clusters Score -344059.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -344067.125000 Penalty: 3951.082764
	Iteration 18Q: 3 clusters Score -344067.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -344073.750000 Penalty: 3951.082764
	Iteration 19Q: 3 clusters Score -344073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -344077.375000 Penalty: 3951.082764
	Iteration 20F: 3 clusters Score -344077.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -344083.187500 Penalty: 3951.082764
	Iteration 21Q: 3 clusters Score -344083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -344085.625000 Penalty: 3951.082764
	Iteration 22Q: 3 clusters Score -344085.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -344089.250000 Penalty: 3951.082764
	Iteration 23Q: 3 clusters Score -344089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -344089.937500 Penalty: 3951.082764
	Iteration 24Q: 3 clusters Score -344089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -344091.843750 Penalty: 3951.082764
	Iteration 25Q: 3 clusters Score -344091.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -344093.062500 Penalty: 3951.082764
	Iteration 26Q: 3 clusters Score -344093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -344094.000000 Penalty: 3951.082764
	Iteration 27Q: 3 clusters Score -344094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -344098.031250 Penalty: 3951.082764
	Iteration 28Q: 3 clusters Score -344098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -344104.156250 Penalty: 3951.082764
	Iteration 29Q: 3 clusters Score -344104.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -344107.937500 Penalty: 3951.082764
	Iteration 30Q: 3 clusters Score -344107.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -344111.968750 Penalty: 3951.082764
	Iteration 31Q: 3 clusters Score -344112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -344114.625000 Penalty: 3951.082764
	Iteration 32Q: 3 clusters Score -344114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -344116.687500 Penalty: 3951.082764
	Iteration 33Q: 3 clusters Score -344116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -344118.437500 Penalty: 3951.082764
	Iteration 34Q: 3 clusters Score -344118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -344119.437500 Penalty: 3951.082764
	Iteration 35Q: 3 clusters Score -344119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -344119.906250 Penalty: 3951.082764
	Iteration 36Q: 3 clusters Score -344119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -344120.343750 Penalty: 3951.082764
	Iteration 37Q: 3 clusters Score -344120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -344120.156250 Penalty: 3951.082764
	Iteration 38Q: 3 clusters Score -344120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -344121.250000 Penalty: 3951.082764
	Iteration 39Q: 3 clusters Score -344121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -344122.218750 Penalty: 3951.082764
	Iteration 40F: 3 clusters Score -344122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -344123.750000 Penalty: 3951.082764
	Iteration 41Q: 3 clusters Score -344123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -344124.625000 Penalty: 3951.082764
	Iteration 42Q: 3 clusters Score -344124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -344127.125000 Penalty: 3951.082764
	Iteration 43Q: 3 clusters Score -344127.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -344128.468750 Penalty: 3951.082764
	Iteration 44Q: 3 clusters Score -344128.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -344130.750000 Penalty: 3951.082764
	Iteration 45Q: 3 clusters Score -344130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -344132.312500 Penalty: 3951.082764
	Iteration 46Q: 3 clusters Score -344132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -344132.312500 Penalty: 3951.082764
	Iteration 47F: 3 clusters Score -344132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 13270 members 
Mstep: Class 3 contains 2002 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 3796 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 36801 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 7557 members 
Mstep: Class 13 contains 24731 members 
Mstep: Class 14 contains 29114 members 
Mstep: Class 15 contains 5952 members 
Mstep: Class 16 contains 5954 members 
Mstep: Class 17 contains 13846 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 6043 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18489 members 
Mstep: Class 27 contains 12698 members 
Mstep: Class 28 contains 8863 members 
Mstep: Class 29 contains 4745 members 
Mstep: Class 30 contains 2742 members 
Mstep: Class 31 contains 6652 members 
Mstep: Class 32 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703616.000000 Penalty: 110061.320312
Iteration 119Q: 36 clusters Score -3.570362e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 13340 members 
Mstep: Class 3 contains 1926 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 3887 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 36988 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 7662 members 
Mstep: Class 13 contains 24896 members 
Mstep: Class 14 contains 29096 members 
Mstep: Class 15 contains 6014 members 
Mstep: Class 16 contains 5999 members 
Mstep: Class 17 contains 13846 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3178 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 4630 members 
Mstep: Class 24 contains 6076 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18494 members 
Mstep: Class 27 contains 12609 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 4766 members 
Mstep: Class 30 contains 2764 members 
Mstep: Class 31 contains 6735 members 
Mstep: Class 32 contains 2893 members 
Mstep: Class 33 contains 4086 members 
Mstep: Class 34 contains 6053 members 
Mstep: Class 35 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35704884.000000 Penalty: 110061.320312
Iteration 120F: 36 clusters Score -3.570488e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 13315 members 
Mstep: Class 3 contains 1854 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 7671 members 
Mstep: Class 6 contains 6631 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 36944 members 
Mstep: Class 10 contains 4590 members 
Mstep: Class 11 contains 13484 members 
Mstep: Class 12 contains 7702 members 
Mstep: Class 13 contains 24928 members 
Mstep: Class 14 contains 29074 members 
Mstep: Class 15 contains 6067 members 
Mstep: Class 16 contains 5871 members 
Mstep: Class 17 contains 13837 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 13327 members 
Mstep: Class 20 contains 14950 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6050 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 6100 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18485 members 
Mstep: Class 27 contains 12538 members 
Mstep: Class 28 contains 8849 members 
Mstep: Class 29 contains 4776 members 
Mstep: Class 30 contains 2738 members 
Mstep: Class 31 contains 6801 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 4205 members 
Mstep: Class 34 contains 6082 members 
Mstep: Class 35 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705344.000000 Penalty: 110061.320312
Iteration 121Q: 36 clusters Score -3.570534e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 13301 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 7679 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 36937 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 13483 members 
Mstep: Class 12 contains 7766 members 
Mstep: Class 13 contains 24973 members 
Mstep: Class 14 contains 29036 members 
Mstep: Class 15 contains 6110 members 
Mstep: Class 16 contains 5804 members 
Mstep: Class 17 contains 13829 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 13337 members 
Mstep: Class 20 contains 14948 members 
Mstep: Class 21 contains 3170 members 
Mstep: Class 22 contains 6051 members 
Mstep: Class 23 contains 4631 members 
Mstep: Class 24 contains 6119 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18469 members 
Mstep: Class 27 contains 12466 members 
Mstep: Class 28 contains 8825 members 
Mstep: Class 29 contains 4786 members 
Mstep: Class 30 contains 2734 members 
Mstep: Class 31 contains 6877 members 
Mstep: Class 32 contains 2869 members 
Mstep: Class 33 contains 4255 members 
Mstep: Class 34 contains 6021 members 
Mstep: Class 35 contains 4517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705604.000000 Penalty: 110061.320312
Iteration 122Q: 36 clusters Score -3.57056e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 13281 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7687 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 4085 members 
Mstep: Class 8 contains 7164 members 
Mstep: Class 9 contains 36946 members 
Mstep: Class 10 contains 4584 members 
Mstep: Class 11 contains 13471 members 
Mstep: Class 12 contains 7813 members 
Mstep: Class 13 contains 25006 members 
Mstep: Class 14 contains 29011 members 
Mstep: Class 15 contains 6136 members 
Mstep: Class 16 contains 5739 members 
Mstep: Class 17 contains 13821 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 13340 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 4631 members 
Mstep: Class 24 contains 6136 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18452 members 
Mstep: Class 27 contains 12398 members 
Mstep: Class 28 contains 8803 members 
Mstep: Class 29 contains 4796 members 
Mstep: Class 30 contains 2732 members 
Mstep: Class 31 contains 6958 members 
Mstep: Class 32 contains 2866 members 
Mstep: Class 33 contains 4301 members 
Mstep: Class 34 contains 5975 members 
Mstep: Class 35 contains 4524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705584.000000 Penalty: 110061.320312
Iteration 123Q: 36 clusters Score -3.570558e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 13286 members 
Mstep: Class 3 contains 1744 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7695 members 
Mstep: Class 6 contains 6554 members 
Mstep: Class 7 contains 4116 members 
Mstep: Class 8 contains 7164 members 
Mstep: Class 9 contains 36956 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 13466 members 
Mstep: Class 12 contains 7857 members 
Mstep: Class 13 contains 25028 members 
Mstep: Class 14 contains 28983 members 
Mstep: Class 15 contains 6150 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 13818 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 6048 members 
Mstep: Class 23 contains 4636 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18438 members 
Mstep: Class 27 contains 12324 members 
Mstep: Class 28 contains 8787 members 
Mstep: Class 29 contains 4805 members 
Mstep: Class 30 contains 2727 members 
Mstep: Class 31 contains 7043 members 
Mstep: Class 32 contains 2863 members 
Mstep: Class 33 contains 4341 members 
Mstep: Class 34 contains 5923 members 
Mstep: Class 35 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705640.000000 Penalty: 110061.320312
Iteration 124Q: 36 clusters Score -3.570564e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 13295 members 
Mstep: Class 3 contains 1724 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7703 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 4145 members 
Mstep: Class 8 contains 7164 members 
Mstep: Class 9 contains 36956 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 13458 members 
Mstep: Class 12 contains 7894 members 
Mstep: Class 13 contains 25043 members 
Mstep: Class 14 contains 28968 members 
Mstep: Class 15 contains 6156 members 
Mstep: Class 16 contains 5662 members 
Mstep: Class 17 contains 13816 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 13344 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 6046 members 
Mstep: Class 23 contains 4637 members 
Mstep: Class 24 contains 6180 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18425 members 
Mstep: Class 27 contains 12250 members 
Mstep: Class 28 contains 8765 members 
Mstep: Class 29 contains 4812 members 
Mstep: Class 30 contains 2724 members 
Mstep: Class 31 contains 7120 members 
Mstep: Class 32 contains 2863 members 
Mstep: Class 33 contains 4362 members 
Mstep: Class 34 contains 5880 members 
Mstep: Class 35 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705720.000000 Penalty: 110061.320312
Iteration 125Q: 36 clusters Score -3.570572e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 13293 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 6 contains 6533 members 
Mstep: Class 7 contains 4161 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 36962 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 13449 members 
Mstep: Class 12 contains 7918 members 
Mstep: Class 13 contains 25075 members 
Mstep: Class 14 contains 28955 members 
Mstep: Class 15 contains 6168 members 
Mstep: Class 16 contains 5648 members 
Mstep: Class 17 contains 13812 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 4644 members 
Mstep: Class 24 contains 6197 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18414 members 
Mstep: Class 27 contains 12157 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 4813 members 
Mstep: Class 30 contains 2719 members 
Mstep: Class 31 contains 7213 members 
Mstep: Class 32 contains 2864 members 
Mstep: Class 33 contains 4373 members 
Mstep: Class 34 contains 5842 members 
Mstep: Class 35 contains 4519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705892.000000 Penalty: 110061.320312
Iteration 126Q: 36 clusters Score -3.570589e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 13296 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 7709 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 4172 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 36975 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 13442 members 
Mstep: Class 12 contains 7935 members 
Mstep: Class 13 contains 25094 members 
Mstep: Class 14 contains 28943 members 
Mstep: Class 15 contains 6178 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 13807 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 13348 members 
Mstep: Class 20 contains 14942 members 
Mstep: Class 21 contains 3170 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 4651 members 
Mstep: Class 24 contains 6217 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18405 members 
Mstep: Class 27 contains 12069 members 
Mstep: Class 28 contains 8715 members 
Mstep: Class 29 contains 4815 members 
Mstep: Class 30 contains 2714 members 
Mstep: Class 31 contains 7287 members 
Mstep: Class 32 contains 2864 members 
Mstep: Class 33 contains 4381 members 
Mstep: Class 34 contains 5824 members 
Mstep: Class 35 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705972.000000 Penalty: 110061.320312
Iteration 127Q: 36 clusters Score -3.570597e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 13294 members 
Mstep: Class 3 contains 1693 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 6 contains 6519 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 7162 members 
Mstep: Class 9 contains 36983 members 
Mstep: Class 10 contains 4565 members 
Mstep: Class 11 contains 13429 members 
Mstep: Class 12 contains 7950 members 
Mstep: Class 13 contains 25110 members 
Mstep: Class 14 contains 28947 members 
Mstep: Class 15 contains 6184 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 13803 members 
Mstep: Class 18 contains 1627 members 
Mstep: Class 19 contains 13351 members 
Mstep: Class 20 contains 14942 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 6236 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18396 members 
Mstep: Class 27 contains 11986 members 
Mstep: Class 28 contains 8684 members 
Mstep: Class 29 contains 4820 members 
Mstep: Class 30 contains 2709 members 
Mstep: Class 31 contains 7370 members 
Mstep: Class 32 contains 2864 members 
Mstep: Class 33 contains 4389 members 
Mstep: Class 34 contains 5811 members 
Mstep: Class 35 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705940.000000 Penalty: 110061.320312
Iteration 128Q: 36 clusters Score -3.570594e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 13291 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 7697 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 4187 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 37000 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 13421 members 
Mstep: Class 12 contains 7955 members 
Mstep: Class 13 contains 25119 members 
Mstep: Class 14 contains 28954 members 
Mstep: Class 15 contains 6188 members 
Mstep: Class 16 contains 5619 members 
Mstep: Class 17 contains 13800 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 13353 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 4666 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18380 members 
Mstep: Class 27 contains 11901 members 
Mstep: Class 28 contains 8661 members 
Mstep: Class 29 contains 4823 members 
Mstep: Class 30 contains 2706 members 
Mstep: Class 31 contains 7450 members 
Mstep: Class 32 contains 2864 members 
Mstep: Class 33 contains 4395 members 
Mstep: Class 34 contains 5810 members 
Mstep: Class 35 contains 4520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706008.000000 Penalty: 110061.320312
Iteration 129Q: 36 clusters Score -3.570601e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 13292 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 6512 members 
Mstep: Class 7 contains 4190 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 37011 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 13418 members 
Mstep: Class 12 contains 7960 members 
Mstep: Class 13 contains 25124 members 
Mstep: Class 14 contains 28959 members 
Mstep: Class 15 contains 6193 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13796 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 19 contains 13355 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 4675 members 
Mstep: Class 24 contains 6278 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18367 members 
Mstep: Class 27 contains 11826 members 
Mstep: Class 28 contains 8635 members 
Mstep: Class 29 contains 4825 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7507 members 
Mstep: Class 32 contains 2865 members 
Mstep: Class 33 contains 4399 members 
Mstep: Class 34 contains 5808 members 
Mstep: Class 35 contains 4519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706024.000000 Penalty: 110061.320312
Iteration 130Q: 36 clusters Score -3.570602e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 13292 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 7685 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 37022 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 13409 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 25120 members 
Mstep: Class 14 contains 28955 members 
Mstep: Class 15 contains 6194 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 13790 members 
Mstep: Class 18 contains 1624 members 
Mstep: Class 19 contains 13359 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3170 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 4682 members 
Mstep: Class 24 contains 6294 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18357 members 
Mstep: Class 27 contains 11777 members 
Mstep: Class 28 contains 8626 members 
Mstep: Class 29 contains 4829 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7564 members 
Mstep: Class 32 contains 2865 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5796 members 
Mstep: Class 35 contains 4517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705964.000000 Penalty: 110061.320312
Iteration 131Q: 36 clusters Score -3.570596e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 13290 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 7682 members 
Mstep: Class 6 contains 6511 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7161 members 
Mstep: Class 9 contains 37035 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 13401 members 
Mstep: Class 12 contains 7975 members 
Mstep: Class 13 contains 25126 members 
Mstep: Class 14 contains 28941 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 13786 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 6039 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 6305 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18344 members 
Mstep: Class 27 contains 11711 members 
Mstep: Class 28 contains 8611 members 
Mstep: Class 29 contains 4831 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7636 members 
Mstep: Class 32 contains 2864 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5793 members 
Mstep: Class 35 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706008.000000 Penalty: 110061.320312
Iteration 132Q: 36 clusters Score -3.570601e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 13288 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 6 contains 6512 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7162 members 
Mstep: Class 9 contains 37038 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 13392 members 
Mstep: Class 12 contains 7984 members 
Mstep: Class 13 contains 25124 members 
Mstep: Class 14 contains 28923 members 
Mstep: Class 15 contains 6198 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 13784 members 
Mstep: Class 18 contains 1621 members 
Mstep: Class 19 contains 13364 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6039 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 6308 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11661 members 
Mstep: Class 28 contains 8601 members 
Mstep: Class 29 contains 4832 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7711 members 
Mstep: Class 32 contains 2863 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5786 members 
Mstep: Class 35 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706012.000000 Penalty: 110061.320312
Iteration 133Q: 36 clusters Score -3.570601e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 13290 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7686 members 
Mstep: Class 6 contains 6508 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7162 members 
Mstep: Class 9 contains 37041 members 
Mstep: Class 10 contains 4564 members 
Mstep: Class 11 contains 13380 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 25118 members 
Mstep: Class 14 contains 28908 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13782 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 19 contains 13366 members 
Mstep: Class 20 contains 14946 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6039 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 6316 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 11627 members 
Mstep: Class 28 contains 8594 members 
Mstep: Class 29 contains 4833 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7759 members 
Mstep: Class 32 contains 2861 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5780 members 
Mstep: Class 35 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706020.000000 Penalty: 110061.320312
Iteration 134Q: 36 clusters Score -3.570602e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 13289 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7703 members 
Mstep: Class 6 contains 6512 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7164 members 
Mstep: Class 9 contains 37044 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 13359 members 
Mstep: Class 12 contains 7995 members 
Mstep: Class 13 contains 25127 members 
Mstep: Class 14 contains 28898 members 
Mstep: Class 15 contains 6202 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 19 contains 13368 members 
Mstep: Class 20 contains 14946 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6038 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 6323 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18340 members 
Mstep: Class 27 contains 11584 members 
Mstep: Class 28 contains 8587 members 
Mstep: Class 29 contains 4835 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7801 members 
Mstep: Class 32 contains 2859 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5771 members 
Mstep: Class 35 contains 4512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706068.000000 Penalty: 110061.320312
Iteration 135Q: 36 clusters Score -3.570607e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 13287 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7711 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7165 members 
Mstep: Class 9 contains 37052 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 12 contains 7997 members 
Mstep: Class 13 contains 25127 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 6202 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1619 members 
Mstep: Class 19 contains 13370 members 
Mstep: Class 20 contains 14946 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6038 members 
Mstep: Class 23 contains 4719 members 
Mstep: Class 24 contains 6329 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18339 members 
Mstep: Class 27 contains 11553 members 
Mstep: Class 28 contains 8582 members 
Mstep: Class 29 contains 4836 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7836 members 
Mstep: Class 32 contains 2859 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5767 members 
Mstep: Class 35 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706076.000000 Penalty: 110061.320312
Iteration 136Q: 36 clusters Score -3.570608e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 13280 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7720 members 
Mstep: Class 6 contains 6522 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7165 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 13328 members 
Mstep: Class 12 contains 8001 members 
Mstep: Class 13 contains 25128 members 
Mstep: Class 14 contains 28866 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1618 members 
Mstep: Class 19 contains 13371 members 
Mstep: Class 20 contains 14946 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 6038 members 
Mstep: Class 23 contains 4720 members 
Mstep: Class 24 contains 6332 members 
Mstep: Class 25 contains 2402 members 
Mstep: Class 26 contains 18336 members 
Mstep: Class 27 contains 11529 members 
Mstep: Class 28 contains 8579 members 
Mstep: Class 29 contains 4837 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7875 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5763 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706068.000000 Penalty: 110061.320312
Iteration 137Q: 36 clusters Score -3.570607e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 13282 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7725 members 
Mstep: Class 6 contains 6525 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7164 members 
Mstep: Class 9 contains 37059 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 13317 members 
Mstep: Class 12 contains 8003 members 
Mstep: Class 13 contains 25130 members 
Mstep: Class 14 contains 28867 members 
Mstep: Class 15 contains 6205 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 13371 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 6335 members 
Mstep: Class 25 contains 2403 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11503 members 
Mstep: Class 28 contains 8574 members 
Mstep: Class 29 contains 4837 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7897 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5759 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706120.000000 Penalty: 110061.320312
Iteration 138Q: 36 clusters Score -3.570612e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13280 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7727 members 
Mstep: Class 6 contains 6526 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 37060 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 13307 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 25129 members 
Mstep: Class 14 contains 28863 members 
Mstep: Class 15 contains 6206 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 13370 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4733 members 
Mstep: Class 24 contains 6339 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11483 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 4839 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7926 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5756 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706080.000000 Penalty: 110061.320312
Iteration 139Q: 36 clusters Score -3.570608e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 13279 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7730 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7162 members 
Mstep: Class 9 contains 37063 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 13303 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 25132 members 
Mstep: Class 14 contains 28862 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 13368 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 6341 members 
Mstep: Class 25 contains 2404 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11460 members 
Mstep: Class 28 contains 8569 members 
Mstep: Class 29 contains 4841 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7950 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5752 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706072.000000 Penalty: 110061.320312
Iteration 140F: 36 clusters Score -3.570607e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 13278 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7732 members 
Mstep: Class 6 contains 6519 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7161 members 
Mstep: Class 9 contains 37063 members 
Mstep: Class 10 contains 4562 members 
Mstep: Class 11 contains 13295 members 
Mstep: Class 12 contains 8008 members 
Mstep: Class 13 contains 25136 members 
Mstep: Class 14 contains 28857 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 13366 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 4740 members 
Mstep: Class 24 contains 6342 members 
Mstep: Class 25 contains 2405 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 11437 members 
Mstep: Class 28 contains 8568 members 
Mstep: Class 29 contains 4844 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 7979 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5748 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706084.000000 Penalty: 110061.320312
Iteration 141Q: 36 clusters Score -3.570608e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 13276 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7744 members 
Mstep: Class 6 contains 6518 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 37072 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 13287 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 25139 members 
Mstep: Class 14 contains 28857 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 13365 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 4743 members 
Mstep: Class 24 contains 6343 members 
Mstep: Class 25 contains 2407 members 
Mstep: Class 26 contains 18330 members 
Mstep: Class 27 contains 11411 members 
Mstep: Class 28 contains 8565 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8001 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5743 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706072.000000 Penalty: 110061.320312
Iteration 142Q: 36 clusters Score -3.570607e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 13277 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 37075 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 13280 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 25139 members 
Mstep: Class 14 contains 28860 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 13365 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 4743 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18327 members 
Mstep: Class 27 contains 11391 members 
Mstep: Class 28 contains 8565 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8028 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5739 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706132.000000 Penalty: 110061.320312
Iteration 143Q: 36 clusters Score -3.570613e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13277 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7750 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 37074 members 
Mstep: Class 10 contains 4558 members 
Mstep: Class 11 contains 13275 members 
Mstep: Class 12 contains 8009 members 
Mstep: Class 13 contains 25141 members 
Mstep: Class 14 contains 28865 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 13364 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 4742 members 
Mstep: Class 24 contains 6347 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18326 members 
Mstep: Class 27 contains 11376 members 
Mstep: Class 28 contains 8566 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8048 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5736 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706176.000000 Penalty: 110061.320312
Iteration 144Q: 36 clusters Score -3.570618e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 13276 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7756 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 37076 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 13269 members 
Mstep: Class 12 contains 8010 members 
Mstep: Class 13 contains 25142 members 
Mstep: Class 14 contains 28864 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13765 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 13363 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 4745 members 
Mstep: Class 24 contains 6348 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18324 members 
Mstep: Class 27 contains 11366 members 
Mstep: Class 28 contains 8566 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8063 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5734 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706180.000000 Penalty: 110061.320312
Iteration 145Q: 36 clusters Score -3.570618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 13277 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7761 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 37072 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 13267 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 25142 members 
Mstep: Class 14 contains 28861 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 13362 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 4745 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18320 members 
Mstep: Class 27 contains 11356 members 
Mstep: Class 28 contains 8566 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8080 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5733 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706148.000000 Penalty: 110061.320312
Iteration 146Q: 36 clusters Score -3.570615e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 13277 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7764 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 37080 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 13264 members 
Mstep: Class 12 contains 8013 members 
Mstep: Class 13 contains 25141 members 
Mstep: Class 14 contains 28862 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13761 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 4745 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18318 members 
Mstep: Class 27 contains 11345 members 
Mstep: Class 28 contains 8566 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8093 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5726 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706176.000000 Penalty: 110061.320312
Iteration 147Q: 36 clusters Score -3.570618e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 13275 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 4189 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 37081 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 13260 members 
Mstep: Class 12 contains 8017 members 
Mstep: Class 13 contains 25144 members 
Mstep: Class 14 contains 28865 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13759 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 4747 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18318 members 
Mstep: Class 27 contains 11332 members 
Mstep: Class 28 contains 8566 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8098 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5720 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706200.000000 Penalty: 110061.320312
Iteration 148Q: 36 clusters Score -3.57062e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 4191 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 37087 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 13259 members 
Mstep: Class 12 contains 8021 members 
Mstep: Class 13 contains 25147 members 
Mstep: Class 14 contains 28863 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13758 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 4747 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18317 members 
Mstep: Class 27 contains 11322 members 
Mstep: Class 28 contains 8565 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8108 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5708 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706176.000000 Penalty: 110061.320312
Iteration 149Q: 36 clusters Score -3.570618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 13274 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 37094 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 13258 members 
Mstep: Class 12 contains 8024 members 
Mstep: Class 13 contains 25152 members 
Mstep: Class 14 contains 28858 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13758 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 13362 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 4750 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18317 members 
Mstep: Class 27 contains 11308 members 
Mstep: Class 28 contains 8565 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8119 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5697 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706204.000000 Penalty: 110061.320312
Iteration 150Q: 36 clusters Score -3.57062e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 37105 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 13256 members 
Mstep: Class 12 contains 8030 members 
Mstep: Class 13 contains 25154 members 
Mstep: Class 14 contains 28849 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13757 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 13362 members 
Mstep: Class 20 contains 14945 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 4750 members 
Mstep: Class 24 contains 6349 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18316 members 
Mstep: Class 27 contains 11298 members 
Mstep: Class 28 contains 8564 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8131 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5686 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706268.000000 Penalty: 110061.320312
Iteration 151Q: 36 clusters Score -3.570627e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 13274 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 37117 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 13254 members 
Mstep: Class 12 contains 8033 members 
Mstep: Class 13 contains 25161 members 
Mstep: Class 14 contains 28841 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 4752 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18315 members 
Mstep: Class 27 contains 11284 members 
Mstep: Class 28 contains 8562 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8142 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5680 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706272.000000 Penalty: 110061.320312
Iteration 152Q: 36 clusters Score -3.570627e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 13276 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7786 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 37126 members 
Mstep: Class 10 contains 4553 members 
Mstep: Class 11 contains 13250 members 
Mstep: Class 12 contains 8037 members 
Mstep: Class 13 contains 25165 members 
Mstep: Class 14 contains 28834 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 13361 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4754 members 
Mstep: Class 24 contains 6351 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18315 members 
Mstep: Class 27 contains 11274 members 
Mstep: Class 28 contains 8560 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8150 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5673 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706228.000000 Penalty: 110061.320312
Iteration 153Q: 36 clusters Score -3.570623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 13279 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 37135 members 
Mstep: Class 10 contains 4552 members 
Mstep: Class 11 contains 13251 members 
Mstep: Class 12 contains 8042 members 
Mstep: Class 13 contains 25167 members 
Mstep: Class 14 contains 28826 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 13359 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4753 members 
Mstep: Class 24 contains 6353 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18314 members 
Mstep: Class 27 contains 11265 members 
Mstep: Class 28 contains 8557 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8160 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5660 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706232.000000 Penalty: 110061.320312
Iteration 154Q: 36 clusters Score -3.570623e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 13281 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2906 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 37142 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 13247 members 
Mstep: Class 12 contains 8047 members 
Mstep: Class 13 contains 25169 members 
Mstep: Class 14 contains 28816 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13756 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 13358 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4753 members 
Mstep: Class 24 contains 6353 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18311 members 
Mstep: Class 27 contains 11252 members 
Mstep: Class 28 contains 8555 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8172 members 
Mstep: Class 32 contains 2854 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5654 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706204.000000 Penalty: 110061.320312
Iteration 155Q: 36 clusters Score -3.57062e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 13282 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7155 members 
Mstep: Class 9 contains 37151 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 13244 members 
Mstep: Class 12 contains 8059 members 
Mstep: Class 13 contains 25170 members 
Mstep: Class 14 contains 28807 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13755 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 13359 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4753 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18306 members 
Mstep: Class 27 contains 11246 members 
Mstep: Class 28 contains 8556 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2707 members 
Mstep: Class 31 contains 8178 members 
Mstep: Class 32 contains 2853 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5640 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706216.000000 Penalty: 110061.320312
Iteration 156Q: 36 clusters Score -3.570622e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 13281 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7153 members 
Mstep: Class 9 contains 37157 members 
Mstep: Class 10 contains 4550 members 
Mstep: Class 11 contains 13244 members 
Mstep: Class 12 contains 8078 members 
Mstep: Class 13 contains 25172 members 
Mstep: Class 14 contains 28803 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13751 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 13357 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4753 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 2408 members 
Mstep: Class 26 contains 18304 members 
Mstep: Class 27 contains 11237 members 
Mstep: Class 28 contains 8556 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2706 members 
Mstep: Class 31 contains 8186 members 
Mstep: Class 32 contains 2852 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5621 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706196.000000 Penalty: 110061.320312
Iteration 157Q: 36 clusters Score -3.57062e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 13280 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7825 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 37166 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 13238 members 
Mstep: Class 12 contains 8098 members 
Mstep: Class 13 contains 25175 members 
Mstep: Class 14 contains 28802 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13749 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 13357 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4755 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 18301 members 
Mstep: Class 27 contains 11232 members 
Mstep: Class 28 contains 8555 members 
Mstep: Class 29 contains 4845 members 
Mstep: Class 30 contains 2703 members 
Mstep: Class 31 contains 8190 members 
Mstep: Class 32 contains 2851 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5598 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706268.000000 Penalty: 110061.320312
Iteration 158Q: 36 clusters Score -3.570627e+07 nChanged 83
Entering ConstructFrom: 
Score: -35706268.000000 Penalty: 110061.320312
Entering ConstructFrom: 
Trying to split cluster 1 (11212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Entering Unmasked Estep 
Score: -1345913.750000 Penalty: 2312.535400
	Iteration 0F: 2 clusters Score -1345914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1337528.000000 Penalty: 4625.070801
	Iteration 0F: 3 clusters Score -1337528 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1340048.500000 Penalty: 4625.070801
	Iteration 1F: 3 clusters Score -1340048 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1340550.500000 Penalty: 4625.070801
	Iteration 2F: 3 clusters Score -1340550 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1341180.500000 Penalty: 4625.070801
	Iteration 3F: 3 clusters Score -1341180 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1341779.250000 Penalty: 4625.070801
	Iteration 4F: 3 clusters Score -1341779 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1342332.750000 Penalty: 4625.070801
	Iteration 5F: 3 clusters Score -1342333 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1342830.375000 Penalty: 4625.070801
	Iteration 6F: 3 clusters Score -1342830 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1343275.000000 Penalty: 4625.070801
	Iteration 7Q: 3 clusters Score -1343275 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1343661.500000 Penalty: 4625.070801
	Iteration 8Q: 3 clusters Score -1343662 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1343944.125000 Penalty: 4625.070801
	Iteration 9Q: 3 clusters Score -1343944 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1344145.500000 Penalty: 4625.070801
	Iteration 10Q: 3 clusters Score -1344146 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1344257.375000 Penalty: 4625.070801
	Iteration 11Q: 3 clusters Score -1344257 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1344344.125000 Penalty: 4625.070801
	Iteration 12Q: 3 clusters Score -1344344 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1344402.250000 Penalty: 4625.070801
	Iteration 13Q: 3 clusters Score -1344402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1344455.750000 Penalty: 4625.070801
	Iteration 14Q: 3 clusters Score -1344456 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1344501.750000 Penalty: 4625.070801
	Iteration 15Q: 3 clusters Score -1344502 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1344538.125000 Penalty: 4625.070801
	Iteration 16Q: 3 clusters Score -1344538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1344573.000000 Penalty: 4625.070801
	Iteration 17Q: 3 clusters Score -1344573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1344592.500000 Penalty: 4625.070801
	Iteration 18Q: 3 clusters Score -1344592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1344621.375000 Penalty: 4625.070801
	Iteration 19Q: 3 clusters Score -1344621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1344644.125000 Penalty: 4625.070801
	Iteration 20F: 3 clusters Score -1344644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1344671.125000 Penalty: 4625.070801
	Iteration 21Q: 3 clusters Score -1344671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1344688.500000 Penalty: 4625.070801
	Iteration 22Q: 3 clusters Score -1344688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1344710.500000 Penalty: 4625.070801
	Iteration 23Q: 3 clusters Score -1344710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1344737.125000 Penalty: 4625.070801
	Iteration 24Q: 3 clusters Score -1344737 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1344773.750000 Penalty: 4625.070801
	Iteration 25Q: 3 clusters Score -1344774 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1344817.875000 Penalty: 4625.070801
	Iteration 26Q: 3 clusters Score -1344818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1344871.500000 Penalty: 4625.070801
	Iteration 27Q: 3 clusters Score -1344872 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1344929.000000 Penalty: 4625.070801
	Iteration 28Q: 3 clusters Score -1344929 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1345002.125000 Penalty: 4625.070801
	Iteration 29Q: 3 clusters Score -1345002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1345092.375000 Penalty: 4625.070801
	Iteration 30Q: 3 clusters Score -1345092 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1345223.250000 Penalty: 4625.070801
	Iteration 31Q: 3 clusters Score -1345223 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1345436.625000 Penalty: 4625.070801
	Iteration 32Q: 3 clusters Score -1345437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1345602.500000 Penalty: 4625.070801
	Iteration 33Q: 3 clusters Score -1345602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1345683.625000 Penalty: 4625.070801
	Iteration 34Q: 3 clusters Score -1345684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1345715.875000 Penalty: 4625.070801
	Iteration 35Q: 3 clusters Score -1345716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1345727.125000 Penalty: 4625.070801
	Iteration 36Q: 3 clusters Score -1345727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1345730.875000 Penalty: 4625.070801
	Iteration 37Q: 3 clusters Score -1345731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1345732.125000 Penalty: 4625.070801
	Iteration 38Q: 3 clusters Score -1345732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1345731.000000 Penalty: 4625.070801
	Iteration 39Q: 3 clusters Score -1345731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1345731.000000 Penalty: 4625.070801
	Iteration 40F: 3 clusters Score -1345731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Entering Unmasked Estep 
Score: -1451761.625000 Penalty: 2354.497070
	Iteration 0F: 2 clusters Score -1451762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1441993.375000 Penalty: 4708.994141
	Iteration 0F: 3 clusters Score -1441993 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1445206.875000 Penalty: 4708.994141
	Iteration 1F: 3 clusters Score -1445207 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1445849.000000 Penalty: 4708.994141
	Iteration 2F: 3 clusters Score -1445849 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1446527.250000 Penalty: 4708.994141
	Iteration 3F: 3 clusters Score -1446527 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1447222.500000 Penalty: 4708.994141
	Iteration 4F: 3 clusters Score -1447222 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1447799.375000 Penalty: 4708.994141
	Iteration 5F: 3 clusters Score -1447799 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1448271.500000 Penalty: 4708.994141
	Iteration 6F: 3 clusters Score -1448272 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1448693.250000 Penalty: 4708.994141
	Iteration 7Q: 3 clusters Score -1448693 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1449063.500000 Penalty: 4708.994141
	Iteration 8Q: 3 clusters Score -1449064 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1449302.875000 Penalty: 4708.994141
	Iteration 9Q: 3 clusters Score -1449303 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1449452.000000 Penalty: 4708.994141
	Iteration 10Q: 3 clusters Score -1449452 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1449592.000000 Penalty: 4708.994141
	Iteration 11Q: 3 clusters Score -1449592 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1449705.875000 Penalty: 4708.994141
	Iteration 12Q: 3 clusters Score -1449706 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1449783.875000 Penalty: 4708.994141
	Iteration 13Q: 3 clusters Score -1449784 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1449842.250000 Penalty: 4708.994141
	Iteration 14Q: 3 clusters Score -1449842 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1449886.000000 Penalty: 4708.994141
	Iteration 15Q: 3 clusters Score -1449886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1449910.750000 Penalty: 4708.994141
	Iteration 16Q: 3 clusters Score -1449911 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1449932.750000 Penalty: 4708.994141
	Iteration 17Q: 3 clusters Score -1449933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1449953.875000 Penalty: 4708.994141
	Iteration 18Q: 3 clusters Score -1449954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1449962.125000 Penalty: 4708.994141
	Iteration 19Q: 3 clusters Score -1449962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1449966.125000 Penalty: 4708.994141
	Iteration 20F: 3 clusters Score -1449966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1449979.250000 Penalty: 4708.994141
	Iteration 21Q: 3 clusters Score -1449979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1449984.750000 Penalty: 4708.994141
	Iteration 22Q: 3 clusters Score -1449985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1449992.625000 Penalty: 4708.994141
	Iteration 23Q: 3 clusters Score -1449993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1450005.125000 Penalty: 4708.994141
	Iteration 24Q: 3 clusters Score -1450005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1450012.750000 Penalty: 4708.994141
	Iteration 25Q: 3 clusters Score -1450013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1450015.000000 Penalty: 4708.994141
	Iteration 26Q: 3 clusters Score -1450015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1450017.375000 Penalty: 4708.994141
	Iteration 27Q: 3 clusters Score -1450017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1450017.875000 Penalty: 4708.994141
	Iteration 28Q: 3 clusters Score -1450018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1450021.250000 Penalty: 4708.994141
	Iteration 29Q: 3 clusters Score -1450021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1450027.000000 Penalty: 4708.994141
	Iteration 30Q: 3 clusters Score -1450027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1450027.625000 Penalty: 4708.994141
	Iteration 31Q: 3 clusters Score -1450028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1450027.000000 Penalty: 4708.994141
	Iteration 32Q: 3 clusters Score -1450027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1450032.000000 Penalty: 4708.994141
	Iteration 33Q: 3 clusters Score -1450032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1450030.250000 Penalty: 4708.994141
	Iteration 34Q: 3 clusters Score -1450030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1450031.875000 Penalty: 4708.994141
	Iteration 35Q: 3 clusters Score -1450032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1450031.750000 Penalty: 4708.994141
	Iteration 36Q: 3 clusters Score -1450032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1450032.750000 Penalty: 4708.994141
	Iteration 37Q: 3 clusters Score -1450033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1450032.875000 Penalty: 4708.994141
	Iteration 38Q: 3 clusters Score -1450033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1450032.875000 Penalty: 4708.994141
	Iteration 39F: 3 clusters Score -1450033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -199614.421875 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -199614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -197233.046875 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -197233 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -197614.890625 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -197614.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -197720.703125 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -197720.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197786.750000 Penalty: 3686.218506
	Iteration 3Q: 3 clusters Score -197786.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -197823.359375 Penalty: 3686.218506
	Iteration 4Q: 3 clusters Score -197823.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -197843.328125 Penalty: 3686.218506
	Iteration 5Q: 3 clusters Score -197843.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -197861.640625 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -197861.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -197875.531250 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -197875.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -197882.125000 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -197882.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -197889.156250 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -197889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -197891.359375 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -197891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -197893.140625 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -197893.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -197894.671875 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -197894.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -197895.937500 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -197895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -197896.906250 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -197896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -197898.031250 Penalty: 3686.218506
	Iteration 15Q: 3 clusters Score -197898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -197899.546875 Penalty: 3686.218506
	Iteration 16Q: 3 clusters Score -197899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -197899.937500 Penalty: 3686.218506
	Iteration 17Q: 3 clusters Score -197899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -197899.937500 Penalty: 3686.218506
	Iteration 18F: 3 clusters Score -197899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -314389.531250 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -314389.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -311224.656250 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -311224.7 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -311852.593750 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -311852.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -312043.625000 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -312043.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -312192.812500 Penalty: 3955.197754
	Iteration 3F: 3 clusters Score -312192.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -312355.968750 Penalty: 3955.197754
	Iteration 4F: 3 clusters Score -312356 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -312557.187500 Penalty: 3955.197754
	Iteration 5F: 3 clusters Score -312557.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -312806.812500 Penalty: 3955.197754
	Iteration 6F: 3 clusters Score -312806.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -313052.156250 Penalty: 3955.197754
	Iteration 7F: 3 clusters Score -313052.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -313280.000000 Penalty: 3955.197754
	Iteration 8F: 3 clusters Score -313280 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -313411.593750 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -313411.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -313481.093750 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -313481.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -313527.156250 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -313527.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -313570.875000 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -313570.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -313618.875000 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -313618.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -313656.625000 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -313656.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -313679.843750 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -313679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -313691.000000 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -313691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -313697.031250 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -313697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -313700.437500 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -313700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -313704.625000 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -313704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -313705.281250 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -313705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Entering Unmasked Estep 
Score: -850273.125000 Penalty: 2223.782959
	Iteration 0F: 2 clusters Score -850273.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -844076.875000 Penalty: 4447.565918
	Iteration 0F: 3 clusters Score -844076.9 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -845942.125000 Penalty: 4447.565918
	Iteration 1F: 3 clusters Score -845942.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -846363.500000 Penalty: 4447.565918
	Iteration 2F: 3 clusters Score -846363.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -846713.437500 Penalty: 4447.565918
	Iteration 3F: 3 clusters Score -846713.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -847027.375000 Penalty: 4447.565918
	Iteration 4F: 3 clusters Score -847027.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -847301.312500 Penalty: 4447.565918
	Iteration 5F: 3 clusters Score -847301.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -847543.625000 Penalty: 4447.565918
	Iteration 6Q: 3 clusters Score -847543.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -847808.375000 Penalty: 4447.565918
	Iteration 7Q: 3 clusters Score -847808.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -848068.812500 Penalty: 4447.565918
	Iteration 8Q: 3 clusters Score -848068.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -848298.062500 Penalty: 4447.565918
	Iteration 9Q: 3 clusters Score -848298.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -848468.250000 Penalty: 4447.565918
	Iteration 10Q: 3 clusters Score -848468.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -848597.187500 Penalty: 4447.565918
	Iteration 11Q: 3 clusters Score -848597.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -848716.812500 Penalty: 4447.565918
	Iteration 12Q: 3 clusters Score -848716.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -848838.562500 Penalty: 4447.565918
	Iteration 13Q: 3 clusters Score -848838.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -848931.125000 Penalty: 4447.565918
	Iteration 14Q: 3 clusters Score -848931.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -849017.687500 Penalty: 4447.565918
	Iteration 15Q: 3 clusters Score -849017.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -849091.062500 Penalty: 4447.565918
	Iteration 16Q: 3 clusters Score -849091.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -849162.187500 Penalty: 4447.565918
	Iteration 17Q: 3 clusters Score -849162.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -849222.125000 Penalty: 4447.565918
	Iteration 18Q: 3 clusters Score -849222.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -849259.937500 Penalty: 4447.565918
	Iteration 19Q: 3 clusters Score -849259.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -849283.937500 Penalty: 4447.565918
	Iteration 20F: 3 clusters Score -849283.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -849300.562500 Penalty: 4447.565918
	Iteration 21Q: 3 clusters Score -849300.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -849307.875000 Penalty: 4447.565918
	Iteration 22Q: 3 clusters Score -849307.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -849316.750000 Penalty: 4447.565918
	Iteration 23Q: 3 clusters Score -849316.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -849322.875000 Penalty: 4447.565918
	Iteration 24Q: 3 clusters Score -849322.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -849327.437500 Penalty: 4447.565918
	Iteration 25Q: 3 clusters Score -849327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -849333.000000 Penalty: 4447.565918
	Iteration 26Q: 3 clusters Score -849333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -849339.562500 Penalty: 4447.565918
	Iteration 27Q: 3 clusters Score -849339.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -849340.875000 Penalty: 4447.565918
	Iteration 28Q: 3 clusters Score -849340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -849342.187500 Penalty: 4447.565918
	Iteration 29Q: 3 clusters Score -849342.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -849345.437500 Penalty: 4447.565918
	Iteration 30Q: 3 clusters Score -849345.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -849349.187500 Penalty: 4447.565918
	Iteration 31Q: 3 clusters Score -849349.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -849360.062500 Penalty: 4447.565918
	Iteration 32Q: 3 clusters Score -849360.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -849364.625000 Penalty: 4447.565918
	Iteration 33Q: 3 clusters Score -849364.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -849371.250000 Penalty: 4447.565918
	Iteration 34Q: 3 clusters Score -849371.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -849379.812500 Penalty: 4447.565918
	Iteration 35Q: 3 clusters Score -849379.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -849383.562500 Penalty: 4447.565918
	Iteration 36Q: 3 clusters Score -849383.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -849390.187500 Penalty: 4447.565918
	Iteration 37Q: 3 clusters Score -849390.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -849392.875000 Penalty: 4447.565918
	Iteration 38Q: 3 clusters Score -849392.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -849397.437500 Penalty: 4447.565918
	Iteration 39Q: 3 clusters Score -849397.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -849400.937500 Penalty: 4447.565918
	Iteration 40F: 3 clusters Score -849400.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -849406.687500 Penalty: 4447.565918
	Iteration 41Q: 3 clusters Score -849406.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -849415.750000 Penalty: 4447.565918
	Iteration 42Q: 3 clusters Score -849415.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -849424.000000 Penalty: 4447.565918
	Iteration 43Q: 3 clusters Score -849424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -849427.625000 Penalty: 4447.565918
	Iteration 44Q: 3 clusters Score -849427.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -849435.937500 Penalty: 4447.565918
	Iteration 45Q: 3 clusters Score -849435.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -849448.187500 Penalty: 4447.565918
	Iteration 46Q: 3 clusters Score -849448.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -849459.312500 Penalty: 4447.565918
	Iteration 47Q: 3 clusters Score -849459.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -849469.437500 Penalty: 4447.565918
	Iteration 48Q: 3 clusters Score -849469.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -849478.875000 Penalty: 4447.565918
	Iteration 49Q: 3 clusters Score -849478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -849482.437500 Penalty: 4447.565918
	Iteration 50Q: 3 clusters Score -849482.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -849490.562500 Penalty: 4447.565918
	Iteration 51Q: 3 clusters Score -849490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -849494.687500 Penalty: 4447.565918
	Iteration 52Q: 3 clusters Score -849494.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -849494.750000 Penalty: 4447.565918
	Iteration 53Q: 3 clusters Score -849494.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -849500.437500 Penalty: 4447.565918
	Iteration 54Q: 3 clusters Score -849500.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -849503.500000 Penalty: 4447.565918
	Iteration 55Q: 3 clusters Score -849503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -849505.437500 Penalty: 4447.565918
	Iteration 56Q: 3 clusters Score -849505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -849505.375000 Penalty: 4447.565918
	Iteration 57Q: 3 clusters Score -849505.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -849505.375000 Penalty: 4447.565918
	Iteration 58F: 3 clusters Score -849505.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Entering Unmasked Estep 
Score: -763673.187500 Penalty: 2177.863770
	Iteration 0F: 2 clusters Score -763673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -758216.250000 Penalty: 4355.727539
	Iteration 0F: 3 clusters Score -758216.2 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -759862.500000 Penalty: 4355.727539
	Iteration 1F: 3 clusters Score -759862.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -760276.500000 Penalty: 4355.727539
	Iteration 2F: 3 clusters Score -760276.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -760639.375000 Penalty: 4355.727539
	Iteration 3F: 3 clusters Score -760639.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -760947.187500 Penalty: 4355.727539
	Iteration 4F: 3 clusters Score -760947.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -761235.500000 Penalty: 4355.727539
	Iteration 5F: 3 clusters Score -761235.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -761483.500000 Penalty: 4355.727539
	Iteration 6Q: 3 clusters Score -761483.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -761688.500000 Penalty: 4355.727539
	Iteration 7Q: 3 clusters Score -761688.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -761845.875000 Penalty: 4355.727539
	Iteration 8Q: 3 clusters Score -761845.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -761984.000000 Penalty: 4355.727539
	Iteration 9Q: 3 clusters Score -761984 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -762134.687500 Penalty: 4355.727539
	Iteration 10Q: 3 clusters Score -762134.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -762300.812500 Penalty: 4355.727539
	Iteration 11Q: 3 clusters Score -762300.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -762487.250000 Penalty: 4355.727539
	Iteration 12Q: 3 clusters Score -762487.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -762693.250000 Penalty: 4355.727539
	Iteration 13Q: 3 clusters Score -762693.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -762892.312500 Penalty: 4355.727539
	Iteration 14Q: 3 clusters Score -762892.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -763059.000000 Penalty: 4355.727539
	Iteration 15Q: 3 clusters Score -763059 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -763157.250000 Penalty: 4355.727539
	Iteration 16Q: 3 clusters Score -763157.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -763227.937500 Penalty: 4355.727539
	Iteration 17Q: 3 clusters Score -763227.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -763278.625000 Penalty: 4355.727539
	Iteration 18Q: 3 clusters Score -763278.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -763311.062500 Penalty: 4355.727539
	Iteration 19Q: 3 clusters Score -763311.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -763334.000000 Penalty: 4355.727539
	Iteration 20F: 3 clusters Score -763334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -763348.625000 Penalty: 4355.727539
	Iteration 21Q: 3 clusters Score -763348.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -763362.437500 Penalty: 4355.727539
	Iteration 22Q: 3 clusters Score -763362.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -763370.875000 Penalty: 4355.727539
	Iteration 23Q: 3 clusters Score -763370.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -763374.937500 Penalty: 4355.727539
	Iteration 24Q: 3 clusters Score -763374.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -763376.000000 Penalty: 4355.727539
	Iteration 25Q: 3 clusters Score -763376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -763377.187500 Penalty: 4355.727539
	Iteration 26Q: 3 clusters Score -763377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -763379.750000 Penalty: 4355.727539
	Iteration 27Q: 3 clusters Score -763379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -763382.250000 Penalty: 4355.727539
	Iteration 28Q: 3 clusters Score -763382.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -763387.687500 Penalty: 4355.727539
	Iteration 29Q: 3 clusters Score -763387.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -763388.375000 Penalty: 4355.727539
	Iteration 30Q: 3 clusters Score -763388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -763390.250000 Penalty: 4355.727539
	Iteration 31Q: 3 clusters Score -763390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -763391.125000 Penalty: 4355.727539
	Iteration 32Q: 3 clusters Score -763391.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -763393.437500 Penalty: 4355.727539
	Iteration 33Q: 3 clusters Score -763393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -763395.437500 Penalty: 4355.727539
	Iteration 34Q: 3 clusters Score -763395.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -763396.250000 Penalty: 4355.727539
	Iteration 35Q: 3 clusters Score -763396.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -763399.500000 Penalty: 4355.727539
	Iteration 36Q: 3 clusters Score -763399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -763400.000000 Penalty: 4355.727539
	Iteration 37Q: 3 clusters Score -763400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -763402.000000 Penalty: 4355.727539
	Iteration 38Q: 3 clusters Score -763402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -763403.937500 Penalty: 4355.727539
	Iteration 39Q: 3 clusters Score -763403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -763404.687500 Penalty: 4355.727539
	Iteration 40F: 3 clusters Score -763404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -763406.187500 Penalty: 4355.727539
	Iteration 41Q: 3 clusters Score -763406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -763405.687500 Penalty: 4355.727539
	Iteration 42Q: 3 clusters Score -763405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -763405.687500 Penalty: 4355.727539
	Iteration 43F: 3 clusters Score -763405.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -512082.343750 Penalty: 2068.610596
	Iteration 0F: 2 clusters Score -512082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -508045.093750 Penalty: 4137.221191
	Iteration 0F: 3 clusters Score -508045.1 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -508912.000000 Penalty: 4137.221191
	Iteration 1F: 3 clusters Score -508912 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -509105.281250 Penalty: 4137.221191
	Iteration 2F: 3 clusters Score -509105.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -509203.781250 Penalty: 4137.221191
	Iteration 3Q: 3 clusters Score -509203.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -509281.500000 Penalty: 4137.221191
	Iteration 4Q: 3 clusters Score -509281.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -509333.968750 Penalty: 4137.221191
	Iteration 5Q: 3 clusters Score -509334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -509374.062500 Penalty: 4137.221191
	Iteration 6Q: 3 clusters Score -509374.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -509403.281250 Penalty: 4137.221191
	Iteration 7Q: 3 clusters Score -509403.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -509425.031250 Penalty: 4137.221191
	Iteration 8Q: 3 clusters Score -509425 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -509440.625000 Penalty: 4137.221191
	Iteration 9Q: 3 clusters Score -509440.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -509453.218750 Penalty: 4137.221191
	Iteration 10Q: 3 clusters Score -509453.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -509474.343750 Penalty: 4137.221191
	Iteration 11Q: 3 clusters Score -509474.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -509496.875000 Penalty: 4137.221191
	Iteration 12Q: 3 clusters Score -509496.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -509519.562500 Penalty: 4137.221191
	Iteration 13Q: 3 clusters Score -509519.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -509535.812500 Penalty: 4137.221191
	Iteration 14Q: 3 clusters Score -509535.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -509548.593750 Penalty: 4137.221191
	Iteration 15Q: 3 clusters Score -509548.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -509565.500000 Penalty: 4137.221191
	Iteration 16Q: 3 clusters Score -509565.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -509584.625000 Penalty: 4137.221191
	Iteration 17Q: 3 clusters Score -509584.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -509601.375000 Penalty: 4137.221191
	Iteration 18Q: 3 clusters Score -509601.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -509615.343750 Penalty: 4137.221191
	Iteration 19Q: 3 clusters Score -509615.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -509626.375000 Penalty: 4137.221191
	Iteration 20F: 3 clusters Score -509626.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -509644.156250 Penalty: 4137.221191
	Iteration 21Q: 3 clusters Score -509644.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -509660.312500 Penalty: 4137.221191
	Iteration 22Q: 3 clusters Score -509660.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -509675.812500 Penalty: 4137.221191
	Iteration 23Q: 3 clusters Score -509675.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -509691.062500 Penalty: 4137.221191
	Iteration 24Q: 3 clusters Score -509691.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -509708.375000 Penalty: 4137.221191
	Iteration 25Q: 3 clusters Score -509708.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -509720.656250 Penalty: 4137.221191
	Iteration 26Q: 3 clusters Score -509720.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -509733.687500 Penalty: 4137.221191
	Iteration 27Q: 3 clusters Score -509733.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -509748.437500 Penalty: 4137.221191
	Iteration 28Q: 3 clusters Score -509748.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -509760.906250 Penalty: 4137.221191
	Iteration 29Q: 3 clusters Score -509760.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -509773.625000 Penalty: 4137.221191
	Iteration 30Q: 3 clusters Score -509773.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -509786.562500 Penalty: 4137.221191
	Iteration 31Q: 3 clusters Score -509786.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -509800.593750 Penalty: 4137.221191
	Iteration 32Q: 3 clusters Score -509800.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -509815.187500 Penalty: 4137.221191
	Iteration 33Q: 3 clusters Score -509815.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -509835.500000 Penalty: 4137.221191
	Iteration 34Q: 3 clusters Score -509835.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -509859.187500 Penalty: 4137.221191
	Iteration 35Q: 3 clusters Score -509859.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -509882.093750 Penalty: 4137.221191
	Iteration 36Q: 3 clusters Score -509882.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -509904.093750 Penalty: 4137.221191
	Iteration 37Q: 3 clusters Score -509904.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -509933.906250 Penalty: 4137.221191
	Iteration 38Q: 3 clusters Score -509933.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -509968.812500 Penalty: 4137.221191
	Iteration 39Q: 3 clusters Score -509968.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -510000.093750 Penalty: 4137.221191
	Iteration 40F: 3 clusters Score -510000.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -510018.375000 Penalty: 4137.221191
	Iteration 41Q: 3 clusters Score -510018.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -510036.156250 Penalty: 4137.221191
	Iteration 42Q: 3 clusters Score -510036.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -510049.843750 Penalty: 4137.221191
	Iteration 43Q: 3 clusters Score -510049.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -510065.625000 Penalty: 4137.221191
	Iteration 44Q: 3 clusters Score -510065.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -510081.500000 Penalty: 4137.221191
	Iteration 45Q: 3 clusters Score -510081.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -510095.968750 Penalty: 4137.221191
	Iteration 46Q: 3 clusters Score -510096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -510110.375000 Penalty: 4137.221191
	Iteration 47Q: 3 clusters Score -510110.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -510119.156250 Penalty: 4137.221191
	Iteration 48Q: 3 clusters Score -510119.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -510128.343750 Penalty: 4137.221191
	Iteration 49Q: 3 clusters Score -510128.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -510136.000000 Penalty: 4137.221191
	Iteration 50Q: 3 clusters Score -510136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -510148.531250 Penalty: 4137.221191
	Iteration 51Q: 3 clusters Score -510148.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -510160.593750 Penalty: 4137.221191
	Iteration 52Q: 3 clusters Score -510160.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -510165.437500 Penalty: 4137.221191
	Iteration 53Q: 3 clusters Score -510165.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -510173.031250 Penalty: 4137.221191
	Iteration 54Q: 3 clusters Score -510173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -510179.812500 Penalty: 4137.221191
	Iteration 55Q: 3 clusters Score -510179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -510185.500000 Penalty: 4137.221191
	Iteration 56Q: 3 clusters Score -510185.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -510189.562500 Penalty: 4137.221191
	Iteration 57Q: 3 clusters Score -510189.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -510198.125000 Penalty: 4137.221191
	Iteration 58Q: 3 clusters Score -510198.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -510207.531250 Penalty: 4137.221191
	Iteration 59Q: 3 clusters Score -510207.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -510212.406250 Penalty: 4137.221191
	Iteration 60F: 3 clusters Score -510212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -510215.562500 Penalty: 4137.221191
	Iteration 61Q: 3 clusters Score -510215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -510218.281250 Penalty: 4137.221191
	Iteration 62Q: 3 clusters Score -510218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -510222.656250 Penalty: 4137.221191
	Iteration 63Q: 3 clusters Score -510222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -510224.468750 Penalty: 4137.221191
	Iteration 64Q: 3 clusters Score -510224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -510225.437500 Penalty: 4137.221191
	Iteration 65Q: 3 clusters Score -510225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -510227.062500 Penalty: 4137.221191
	Iteration 66Q: 3 clusters Score -510227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -510228.312500 Penalty: 4137.221191
	Iteration 67Q: 3 clusters Score -510228.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -510232.562500 Penalty: 4137.221191
	Iteration 68Q: 3 clusters Score -510232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -510234.656250 Penalty: 4137.221191
	Iteration 69Q: 3 clusters Score -510234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -510236.531250 Penalty: 4137.221191
	Iteration 70Q: 3 clusters Score -510236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -510240.906250 Penalty: 4137.221191
	Iteration 71Q: 3 clusters Score -510240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -510243.218750 Penalty: 4137.221191
	Iteration 72Q: 3 clusters Score -510243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -510246.156250 Penalty: 4137.221191
	Iteration 73Q: 3 clusters Score -510246.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -510248.093750 Penalty: 4137.221191
	Iteration 74Q: 3 clusters Score -510248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -510250.812500 Penalty: 4137.221191
	Iteration 75Q: 3 clusters Score -510250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -510252.125000 Penalty: 4137.221191
	Iteration 76Q: 3 clusters Score -510252.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -510253.625000 Penalty: 4137.221191
	Iteration 77Q: 3 clusters Score -510253.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -510253.625000 Penalty: 4137.221191
	Iteration 78F: 3 clusters Score -510253.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Entering Unmasked Estep 
Score: -617299.125000 Penalty: 2201.036377
	Iteration 0F: 2 clusters Score -617299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -611490.312500 Penalty: 4402.072754
	Iteration 0F: 3 clusters Score -611490.3 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -613093.062500 Penalty: 4402.072754
	Iteration 1F: 3 clusters Score -613093.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -613427.500000 Penalty: 4402.072754
	Iteration 2F: 3 clusters Score -613427.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -613769.062500 Penalty: 4402.072754
	Iteration 3F: 3 clusters Score -613769.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -614130.375000 Penalty: 4402.072754
	Iteration 4F: 3 clusters Score -614130.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -614524.187500 Penalty: 4402.072754
	Iteration 5F: 3 clusters Score -614524.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -614860.062500 Penalty: 4402.072754
	Iteration 6F: 3 clusters Score -614860.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -615084.250000 Penalty: 4402.072754
	Iteration 7Q: 3 clusters Score -615084.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -615257.000000 Penalty: 4402.072754
	Iteration 8Q: 3 clusters Score -615257 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -615383.375000 Penalty: 4402.072754
	Iteration 9Q: 3 clusters Score -615383.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -615475.000000 Penalty: 4402.072754
	Iteration 10Q: 3 clusters Score -615475 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -615553.062500 Penalty: 4402.072754
	Iteration 11Q: 3 clusters Score -615553.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -615606.687500 Penalty: 4402.072754
	Iteration 12Q: 3 clusters Score -615606.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -615645.875000 Penalty: 4402.072754
	Iteration 13Q: 3 clusters Score -615645.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -615680.375000 Penalty: 4402.072754
	Iteration 14Q: 3 clusters Score -615680.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -615707.125000 Penalty: 4402.072754
	Iteration 15Q: 3 clusters Score -615707.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -615732.875000 Penalty: 4402.072754
	Iteration 16Q: 3 clusters Score -615732.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -615747.125000 Penalty: 4402.072754
	Iteration 17Q: 3 clusters Score -615747.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -615758.062500 Penalty: 4402.072754
	Iteration 18Q: 3 clusters Score -615758.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -615767.187500 Penalty: 4402.072754
	Iteration 19Q: 3 clusters Score -615767.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -615775.000000 Penalty: 4402.072754
	Iteration 20F: 3 clusters Score -615775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -615780.125000 Penalty: 4402.072754
	Iteration 21Q: 3 clusters Score -615780.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -615785.187500 Penalty: 4402.072754
	Iteration 22Q: 3 clusters Score -615785.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -615789.625000 Penalty: 4402.072754
	Iteration 23Q: 3 clusters Score -615789.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -615796.375000 Penalty: 4402.072754
	Iteration 24Q: 3 clusters Score -615796.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -615803.812500 Penalty: 4402.072754
	Iteration 25Q: 3 clusters Score -615803.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -615807.250000 Penalty: 4402.072754
	Iteration 26Q: 3 clusters Score -615807.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -615810.500000 Penalty: 4402.072754
	Iteration 27Q: 3 clusters Score -615810.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -615811.500000 Penalty: 4402.072754
	Iteration 28Q: 3 clusters Score -615811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -615811.625000 Penalty: 4402.072754
	Iteration 29Q: 3 clusters Score -615811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -615813.937500 Penalty: 4402.072754
	Iteration 30Q: 3 clusters Score -615813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -615814.000000 Penalty: 4402.072754
	Iteration 31Q: 3 clusters Score -615814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -615813.687500 Penalty: 4402.072754
	Iteration 32Q: 3 clusters Score -615813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -615814.062500 Penalty: 4402.072754
	Iteration 33Q: 3 clusters Score -615814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -615814.062500 Penalty: 4402.072754
	Iteration 34F: 3 clusters Score -615814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Entering Unmasked Estep 
Score: -4457930.500000 Penalty: 2609.754639
	Iteration 0F: 2 clusters Score -4457930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4432653.000000 Penalty: 5219.509277
	Iteration 0F: 3 clusters Score -4432653 nChanged 17024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4442233.000000 Penalty: 5219.509277
	Iteration 1F: 3 clusters Score -4442233 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4443022.000000 Penalty: 5219.509277
	Iteration 2F: 3 clusters Score -4443022 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4443904.000000 Penalty: 5219.509277
	Iteration 3F: 3 clusters Score -4443904 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -4445135.000000 Penalty: 5219.509277
	Iteration 4F: 3 clusters Score -4445135 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -4446886.500000 Penalty: 5219.509277
	Iteration 5F: 3 clusters Score -4446886 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -4449380.000000 Penalty: 5219.509277
	Iteration 6F: 3 clusters Score -4449380 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -4452630.000000 Penalty: 5219.509277
	Iteration 7F: 3 clusters Score -4452630 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4456298.000000 Penalty: 5219.509277
	Iteration 8F: 3 clusters Score -4456298 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4458900.000000 Penalty: 5219.509277
	Iteration 9F: 3 clusters Score -4458900 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -4460268.500000 Penalty: 5219.509277
	Iteration 10Q: 3 clusters Score -4460268 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -4460859.000000 Penalty: 5219.509277
	Iteration 11Q: 3 clusters Score -4460859 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -4461083.000000 Penalty: 5219.509277
	Iteration 12Q: 3 clusters Score -4461083 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -4461157.000000 Penalty: 5219.509277
	Iteration 13Q: 3 clusters Score -4461157 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -4461192.500000 Penalty: 5219.509277
	Iteration 14Q: 3 clusters Score -4461192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -4461202.500000 Penalty: 5219.509277
	Iteration 15Q: 3 clusters Score -4461202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4461212.500000 Penalty: 5219.509277
	Iteration 16Q: 3 clusters Score -4461212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -4461226.000000 Penalty: 5219.509277
	Iteration 17Q: 3 clusters Score -4461226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -4461226.000000 Penalty: 5219.509277
	Iteration 18Q: 3 clusters Score -4461226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -4461225.000000 Penalty: 5219.509277
	Iteration 19Q: 3 clusters Score -4461225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4461223.500000 Penalty: 5219.509277
	Iteration 20F: 3 clusters Score -4461224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -4461227.500000 Penalty: 5219.509277
	Iteration 21Q: 3 clusters Score -4461228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -4461226.500000 Penalty: 5219.509277
	Iteration 22Q: 3 clusters Score -4461226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -4461223.500000 Penalty: 5219.509277
	Iteration 23Q: 3 clusters Score -4461224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -4461220.500000 Penalty: 5219.509277
	Iteration 24Q: 3 clusters Score -4461220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4461221.000000 Penalty: 5219.509277
	Iteration 25Q: 3 clusters Score -4461221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -4461220.500000 Penalty: 5219.509277
	Iteration 26Q: 3 clusters Score -4461220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -4461219.500000 Penalty: 5219.509277
	Iteration 27Q: 3 clusters Score -4461220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -4461224.000000 Penalty: 5219.509277
	Iteration 28Q: 3 clusters Score -4461224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -4461226.000000 Penalty: 5219.509277
	Iteration 29Q: 3 clusters Score -4461226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4461224.500000 Penalty: 5219.509277
	Iteration 30Q: 3 clusters Score -4461224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -4461224.000000 Penalty: 5219.509277
	Iteration 31Q: 3 clusters Score -4461224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4461222.000000 Penalty: 5219.509277
	Iteration 32Q: 3 clusters Score -4461222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4461220.500000 Penalty: 5219.509277
	Iteration 33Q: 3 clusters Score -4461220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4461221.500000 Penalty: 5219.509277
	Iteration 34Q: 3 clusters Score -4461222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -4461223.000000 Penalty: 5219.509277
	Iteration 35Q: 3 clusters Score -4461223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -4461223.000000 Penalty: 5219.509277
	Iteration 36Q: 3 clusters Score -4461223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4461219.000000 Penalty: 5219.509277
	Iteration 37Q: 3 clusters Score -4461219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4461222.000000 Penalty: 5219.509277
	Iteration 38Q: 3 clusters Score -4461222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4461226.500000 Penalty: 5219.509277
	Iteration 39Q: 3 clusters Score -4461226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4461226.500000 Penalty: 5219.509277
	Iteration 40F: 3 clusters Score -4461226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 13279 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 9573 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 13233 members 
Mstep: Class 12 contains 8123 members 
Mstep: Class 13 contains 25178 members 
Mstep: Class 14 contains 28797 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13747 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 13356 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4755 members 
Mstep: Class 24 contains 6355 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 11231 members 
Mstep: Class 28 contains 8554 members 
Mstep: Class 29 contains 4846 members 
Mstep: Class 30 contains 2701 members 
Mstep: Class 31 contains 8192 members 
Mstep: Class 32 contains 2848 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5575 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 27595 members 
Entering Unmasked Estep 
Score: -35708968.000000 Penalty: 113205.929688
Splitting cluster 9 changes total score from -35706268.000000 to -35708968.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 10 (4543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Entering Unmasked Estep 
Score: -498777.312500 Penalty: 2088.492920
	Iteration 0F: 2 clusters Score -498777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -494599.312500 Penalty: 4176.985840
	Iteration 0F: 3 clusters Score -494599.3 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -495750.812500 Penalty: 4176.985840
	Iteration 1F: 3 clusters Score -495750.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -496090.250000 Penalty: 4176.985840
	Iteration 2F: 3 clusters Score -496090.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -496362.562500 Penalty: 4176.985840
	Iteration 3F: 3 clusters Score -496362.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -496559.718750 Penalty: 4176.985840
	Iteration 4F: 3 clusters Score -496559.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -496750.437500 Penalty: 4176.985840
	Iteration 5Q: 3 clusters Score -496750.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -496989.781250 Penalty: 4176.985840
	Iteration 6F: 3 clusters Score -496989.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -497253.343750 Penalty: 4176.985840
	Iteration 7Q: 3 clusters Score -497253.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -497475.187500 Penalty: 4176.985840
	Iteration 8Q: 3 clusters Score -497475.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -497594.468750 Penalty: 4176.985840
	Iteration 9Q: 3 clusters Score -497594.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -497666.281250 Penalty: 4176.985840
	Iteration 10Q: 3 clusters Score -497666.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -497717.562500 Penalty: 4176.985840
	Iteration 11Q: 3 clusters Score -497717.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -497743.343750 Penalty: 4176.985840
	Iteration 12Q: 3 clusters Score -497743.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -497759.968750 Penalty: 4176.985840
	Iteration 13Q: 3 clusters Score -497760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -497770.750000 Penalty: 4176.985840
	Iteration 14Q: 3 clusters Score -497770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -497772.812500 Penalty: 4176.985840
	Iteration 15Q: 3 clusters Score -497772.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -497773.875000 Penalty: 4176.985840
	Iteration 16Q: 3 clusters Score -497773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -497775.281250 Penalty: 4176.985840
	Iteration 17Q: 3 clusters Score -497775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -497778.093750 Penalty: 4176.985840
	Iteration 18Q: 3 clusters Score -497778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -497780.875000 Penalty: 4176.985840
	Iteration 19Q: 3 clusters Score -497780.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -497783.000000 Penalty: 4176.985840
	Iteration 20F: 3 clusters Score -497783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -497784.187500 Penalty: 4176.985840
	Iteration 21Q: 3 clusters Score -497784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -497783.718750 Penalty: 4176.985840
	Iteration 22Q: 3 clusters Score -497783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -497785.062500 Penalty: 4176.985840
	Iteration 23Q: 3 clusters Score -497785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -497786.312500 Penalty: 4176.985840
	Iteration 24Q: 3 clusters Score -497786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -497786.625000 Penalty: 4176.985840
	Iteration 25Q: 3 clusters Score -497786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -497786.625000 Penalty: 4176.985840
	Iteration 26F: 3 clusters Score -497786.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Entering Unmasked Estep 
Score: -1339054.500000 Penalty: 2353.636230
	Iteration 0F: 2 clusters Score -1339054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1329325.250000 Penalty: 4707.272461
	Iteration 0F: 3 clusters Score -1329325 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1332660.250000 Penalty: 4707.272461
	Iteration 1F: 3 clusters Score -1332660 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1333461.000000 Penalty: 4707.272461
	Iteration 2F: 3 clusters Score -1333461 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1334384.375000 Penalty: 4707.272461
	Iteration 3F: 3 clusters Score -1334384 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1335196.125000 Penalty: 4707.272461
	Iteration 4F: 3 clusters Score -1335196 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1335807.625000 Penalty: 4707.272461
	Iteration 5F: 3 clusters Score -1335808 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1336276.000000 Penalty: 4707.272461
	Iteration 6F: 3 clusters Score -1336276 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1336611.875000 Penalty: 4707.272461
	Iteration 7Q: 3 clusters Score -1336612 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1336826.500000 Penalty: 4707.272461
	Iteration 8Q: 3 clusters Score -1336826 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1336993.750000 Penalty: 4707.272461
	Iteration 9Q: 3 clusters Score -1336994 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1337094.625000 Penalty: 4707.272461
	Iteration 10Q: 3 clusters Score -1337095 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1337155.750000 Penalty: 4707.272461
	Iteration 11Q: 3 clusters Score -1337156 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1337196.750000 Penalty: 4707.272461
	Iteration 12Q: 3 clusters Score -1337197 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1337230.125000 Penalty: 4707.272461
	Iteration 13Q: 3 clusters Score -1337230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1337254.625000 Penalty: 4707.272461
	Iteration 14Q: 3 clusters Score -1337255 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1337283.375000 Penalty: 4707.272461
	Iteration 15Q: 3 clusters Score -1337283 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1337328.500000 Penalty: 4707.272461
	Iteration 16Q: 3 clusters Score -1337328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1337375.500000 Penalty: 4707.272461
	Iteration 17Q: 3 clusters Score -1337376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1337431.625000 Penalty: 4707.272461
	Iteration 18Q: 3 clusters Score -1337432 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1337491.375000 Penalty: 4707.272461
	Iteration 19Q: 3 clusters Score -1337491 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1337546.375000 Penalty: 4707.272461
	Iteration 20F: 3 clusters Score -1337546 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1337594.125000 Penalty: 4707.272461
	Iteration 21Q: 3 clusters Score -1337594 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1337643.500000 Penalty: 4707.272461
	Iteration 22Q: 3 clusters Score -1337644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1337680.000000 Penalty: 4707.272461
	Iteration 23Q: 3 clusters Score -1337680 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1337711.125000 Penalty: 4707.272461
	Iteration 24Q: 3 clusters Score -1337711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1337736.500000 Penalty: 4707.272461
	Iteration 25Q: 3 clusters Score -1337736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1337755.250000 Penalty: 4707.272461
	Iteration 26Q: 3 clusters Score -1337755 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1337770.500000 Penalty: 4707.272461
	Iteration 27Q: 3 clusters Score -1337770 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1337792.500000 Penalty: 4707.272461
	Iteration 28Q: 3 clusters Score -1337792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1337814.625000 Penalty: 4707.272461
	Iteration 29Q: 3 clusters Score -1337815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1337840.000000 Penalty: 4707.272461
	Iteration 30Q: 3 clusters Score -1337840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1337856.625000 Penalty: 4707.272461
	Iteration 31Q: 3 clusters Score -1337857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1337865.250000 Penalty: 4707.272461
	Iteration 32Q: 3 clusters Score -1337865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1337879.250000 Penalty: 4707.272461
	Iteration 33Q: 3 clusters Score -1337879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1337885.875000 Penalty: 4707.272461
	Iteration 34Q: 3 clusters Score -1337886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1337898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1337904.000000 Penalty: 4707.272461
	Iteration 36Q: 3 clusters Score -1337904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1337907.625000 Penalty: 4707.272461
	Iteration 37Q: 3 clusters Score -1337908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1337924.000000 Penalty: 4707.272461
	Iteration 38Q: 3 clusters Score -1337924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1337929.125000 Penalty: 4707.272461
	Iteration 39Q: 3 clusters Score -1337929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1337933.875000 Penalty: 4707.272461
	Iteration 40F: 3 clusters Score -1337934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1337940.000000 Penalty: 4707.272461
	Iteration 41Q: 3 clusters Score -1337940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1337947.625000 Penalty: 4707.272461
	Iteration 42Q: 3 clusters Score -1337948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1337952.625000 Penalty: 4707.272461
	Iteration 43Q: 3 clusters Score -1337953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1337960.500000 Penalty: 4707.272461
	Iteration 44Q: 3 clusters Score -1337960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1337963.250000 Penalty: 4707.272461
	Iteration 45Q: 3 clusters Score -1337963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1337968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1337974.250000 Penalty: 4707.272461
	Iteration 47Q: 3 clusters Score -1337974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1337983.750000 Penalty: 4707.272461
	Iteration 48Q: 3 clusters Score -1337984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1337989.750000 Penalty: 4707.272461
	Iteration 49Q: 3 clusters Score -1337990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1338000.625000 Penalty: 4707.272461
	Iteration 50Q: 3 clusters Score -1338001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1338010.875000 Penalty: 4707.272461
	Iteration 51Q: 3 clusters Score -1338011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1338021.375000 Penalty: 4707.272461
	Iteration 52Q: 3 clusters Score -1338021 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1338031.875000 Penalty: 4707.272461
	Iteration 53Q: 3 clusters Score -1338032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1338038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1338049.750000 Penalty: 4707.272461
	Iteration 55Q: 3 clusters Score -1338050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1338067 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1338075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1338095 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1338108.500000 Penalty: 4707.272461
	Iteration 59Q: 3 clusters Score -1338108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1338118.500000 Penalty: 4707.272461
	Iteration 60F: 3 clusters Score -1338118 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1338128 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1338137.250000 Penalty: 4707.272461
	Iteration 62Q: 3 clusters Score -1338137 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1338147.625000 Penalty: 4707.272461
	Iteration 63Q: 3 clusters Score -1338148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1338153.875000 Penalty: 4707.272461
	Iteration 64Q: 3 clusters Score -1338154 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1338157.125000 Penalty: 4707.272461
	Iteration 65Q: 3 clusters Score -1338157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1338174.750000 Penalty: 4707.272461
	Iteration 66Q: 3 clusters Score -1338175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1338190.625000 Penalty: 4707.272461
	Iteration 67Q: 3 clusters Score -1338191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1338206.750000 Penalty: 4707.272461
	Iteration 68Q: 3 clusters Score -1338207 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1338225.625000 Penalty: 4707.272461
	Iteration 69Q: 3 clusters Score -1338226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1338245.875000 Penalty: 4707.272461
	Iteration 70Q: 3 clusters Score -1338246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1338267.250000 Penalty: 4707.272461
	Iteration 71Q: 3 clusters Score -1338267 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1338292.375000 Penalty: 4707.272461
	Iteration 72Q: 3 clusters Score -1338292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1338327.875000 Penalty: 4707.272461
	Iteration 73Q: 3 clusters Score -1338328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1338349.500000 Penalty: 4707.272461
	Iteration 74Q: 3 clusters Score -1338350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1338363.750000 Penalty: 4707.272461
	Iteration 75Q: 3 clusters Score -1338364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1338374.375000 Penalty: 4707.272461
	Iteration 76Q: 3 clusters Score -1338374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1338379.250000 Penalty: 4707.272461
	Iteration 77Q: 3 clusters Score -1338379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1338392.125000 Penalty: 4707.272461
	Iteration 78Q: 3 clusters Score -1338392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1338400.250000 Penalty: 4707.272461
	Iteration 79Q: 3 clusters Score -1338400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1338404.875000 Penalty: 4707.272461
	Iteration 80F: 3 clusters Score -1338405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1338406.250000 Penalty: 4707.272461
	Iteration 81Q: 3 clusters Score -1338406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1338408.375000 Penalty: 4707.272461
	Iteration 82Q: 3 clusters Score -1338408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1338410.000000 Penalty: 4707.272461
	Iteration 83Q: 3 clusters Score -1338410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1338411.625000 Penalty: 4707.272461
	Iteration 84Q: 3 clusters Score -1338412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1338412.625000 Penalty: 4707.272461
	Iteration 85Q: 3 clusters Score -1338413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1338416.000000 Penalty: 4707.272461
	Iteration 86Q: 3 clusters Score -1338416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1338418.250000 Penalty: 4707.272461
	Iteration 87Q: 3 clusters Score -1338418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1338417.375000 Penalty: 4707.272461
	Iteration 88Q: 3 clusters Score -1338417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1338422.875000 Penalty: 4707.272461
	Iteration 89Q: 3 clusters Score -1338423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1338429.625000 Penalty: 4707.272461
	Iteration 90Q: 3 clusters Score -1338430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1338433.125000 Penalty: 4707.272461
	Iteration 91Q: 3 clusters Score -1338433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1338435.000000 Penalty: 4707.272461
	Iteration 92Q: 3 clusters Score -1338435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1338435.625000 Penalty: 4707.272461
	Iteration 93Q: 3 clusters Score -1338436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1338439.625000 Penalty: 4707.272461
	Iteration 94Q: 3 clusters Score -1338440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1338442.250000 Penalty: 4707.272461
	Iteration 95Q: 3 clusters Score -1338442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1338444.875000 Penalty: 4707.272461
	Iteration 96Q: 3 clusters Score -1338445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1338445.125000 Penalty: 4707.272461
	Iteration 97Q: 3 clusters Score -1338445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1338447.125000 Penalty: 4707.272461
	Iteration 98Q: 3 clusters Score -1338447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1338451.875000 Penalty: 4707.272461
	Iteration 99Q: 3 clusters Score -1338452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1338456.375000 Penalty: 4707.272461
	Iteration 100F: 3 clusters Score -1338456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1338459.750000 Penalty: 4707.272461
	Iteration 101Q: 3 clusters Score -1338460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1338458.250000 Penalty: 4707.272461
	Iteration 102Q: 3 clusters Score -1338458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1338459.000000 Penalty: 4707.272461
	Iteration 103Q: 3 clusters Score -1338459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1338462.875000 Penalty: 4707.272461
	Iteration 104Q: 3 clusters Score -1338463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1338463.125000 Penalty: 4707.272461
	Iteration 105Q: 3 clusters Score -1338463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1338464.125000 Penalty: 4707.272461
	Iteration 106Q: 3 clusters Score -1338464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1338466.500000 Penalty: 4707.272461
	Iteration 107Q: 3 clusters Score -1338466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1338463.375000 Penalty: 4707.272461
	Iteration 108Q: 3 clusters Score -1338463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1338463.375000 Penalty: 4707.272461
	Iteration 109Q: 3 clusters Score -1338463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1338465.375000 Penalty: 4707.272461
	Iteration 110Q: 3 clusters Score -1338465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1338464.125000 Penalty: 4707.272461
	Iteration 111Q: 3 clusters Score -1338464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1338465.125000 Penalty: 4707.272461
	Iteration 112Q: 3 clusters Score -1338465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1338465.500000 Penalty: 4707.272461
	Iteration 113Q: 3 clusters Score -1338466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1338464.375000 Penalty: 4707.272461
	Iteration 114Q: 3 clusters Score -1338464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1338464.375000 Penalty: 4707.272461
	Iteration 115F: 3 clusters Score -1338464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Entering Unmasked Estep 
Score: -975094.125000 Penalty: 2232.608887
	Iteration 0F: 2 clusters Score -975094.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -968613.375000 Penalty: 4465.217773
	Iteration 0F: 3 clusters Score -968613.4 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -970412.750000 Penalty: 4465.217773
	Iteration 1F: 3 clusters Score -970412.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -970718.375000 Penalty: 4465.217773
	Iteration 2F: 3 clusters Score -970718.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -970954.000000 Penalty: 4465.217773
	Iteration 3F: 3 clusters Score -970954 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -971189.125000 Penalty: 4465.217773
	Iteration 4F: 3 clusters Score -971189.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -971410.750000 Penalty: 4465.217773
	Iteration 5Q: 3 clusters Score -971410.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -971632.625000 Penalty: 4465.217773
	Iteration 6Q: 3 clusters Score -971632.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -971878.312500 Penalty: 4465.217773
	Iteration 7Q: 3 clusters Score -971878.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -972129.125000 Penalty: 4465.217773
	Iteration 8Q: 3 clusters Score -972129.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -972345.937500 Penalty: 4465.217773
	Iteration 9Q: 3 clusters Score -972345.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -972527.125000 Penalty: 4465.217773
	Iteration 10Q: 3 clusters Score -972527.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -972657.000000 Penalty: 4465.217773
	Iteration 11Q: 3 clusters Score -972657 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -972760.875000 Penalty: 4465.217773
	Iteration 12Q: 3 clusters Score -972760.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -972840.000000 Penalty: 4465.217773
	Iteration 13Q: 3 clusters Score -972840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -972903.250000 Penalty: 4465.217773
	Iteration 14Q: 3 clusters Score -972903.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -972946.375000 Penalty: 4465.217773
	Iteration 15Q: 3 clusters Score -972946.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -972974.312500 Penalty: 4465.217773
	Iteration 16Q: 3 clusters Score -972974.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -973004.250000 Penalty: 4465.217773
	Iteration 17Q: 3 clusters Score -973004.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -973024.062500 Penalty: 4465.217773
	Iteration 18Q: 3 clusters Score -973024.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -973042.625000 Penalty: 4465.217773
	Iteration 19Q: 3 clusters Score -973042.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -973055.125000 Penalty: 4465.217773
	Iteration 20F: 3 clusters Score -973055.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -973067.562500 Penalty: 4465.217773
	Iteration 21Q: 3 clusters Score -973067.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -973078.687500 Penalty: 4465.217773
	Iteration 22Q: 3 clusters Score -973078.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -973091.312500 Penalty: 4465.217773
	Iteration 23Q: 3 clusters Score -973091.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -973099.750000 Penalty: 4465.217773
	Iteration 24Q: 3 clusters Score -973099.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -973106.750000 Penalty: 4465.217773
	Iteration 25Q: 3 clusters Score -973106.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -973119.437500 Penalty: 4465.217773
	Iteration 26Q: 3 clusters Score -973119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -973129.187500 Penalty: 4465.217773
	Iteration 27Q: 3 clusters Score -973129.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -973138.625000 Penalty: 4465.217773
	Iteration 28Q: 3 clusters Score -973138.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -973146.687500 Penalty: 4465.217773
	Iteration 29Q: 3 clusters Score -973146.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -973152.625000 Penalty: 4465.217773
	Iteration 30Q: 3 clusters Score -973152.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -973156.375000 Penalty: 4465.217773
	Iteration 31Q: 3 clusters Score -973156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -973162.125000 Penalty: 4465.217773
	Iteration 32Q: 3 clusters Score -973162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -973165.375000 Penalty: 4465.217773
	Iteration 33Q: 3 clusters Score -973165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -973166.750000 Penalty: 4465.217773
	Iteration 34Q: 3 clusters Score -973166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -973169.562500 Penalty: 4465.217773
	Iteration 35Q: 3 clusters Score -973169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -973174.750000 Penalty: 4465.217773
	Iteration 36Q: 3 clusters Score -973174.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -973177.000000 Penalty: 4465.217773
	Iteration 37Q: 3 clusters Score -973177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -973179.750000 Penalty: 4465.217773
	Iteration 38Q: 3 clusters Score -973179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -973184.937500 Penalty: 4465.217773
	Iteration 39Q: 3 clusters Score -973184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -973188.062500 Penalty: 4465.217773
	Iteration 40F: 3 clusters Score -973188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -973191.187500 Penalty: 4465.217773
	Iteration 41Q: 3 clusters Score -973191.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -973193.937500 Penalty: 4465.217773
	Iteration 42Q: 3 clusters Score -973193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -973194.750000 Penalty: 4465.217773
	Iteration 43Q: 3 clusters Score -973194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -973194.687500 Penalty: 4465.217773
	Iteration 44Q: 3 clusters Score -973194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -973199.312500 Penalty: 4465.217773
	Iteration 45Q: 3 clusters Score -973199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -973199.875000 Penalty: 4465.217773
	Iteration 46Q: 3 clusters Score -973199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -973199.875000 Penalty: 4465.217773
	Iteration 47F: 3 clusters Score -973199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Entering Unmasked Estep 
Score: -2781837.000000 Penalty: 2513.164062
	Iteration 0F: 2 clusters Score -2781837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2764434.750000 Penalty: 5026.328125
	Iteration 0F: 3 clusters Score -2764435 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2770650.000000 Penalty: 5026.328125
	Iteration 1F: 3 clusters Score -2770650 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2771402.750000 Penalty: 5026.328125
	Iteration 2F: 3 clusters Score -2771403 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2772140.000000 Penalty: 5026.328125
	Iteration 3F: 3 clusters Score -2772140 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2772803.000000 Penalty: 5026.328125
	Iteration 4F: 3 clusters Score -2772803 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2773396.250000 Penalty: 5026.328125
	Iteration 5F: 3 clusters Score -2773396 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2773958.750000 Penalty: 5026.328125
	Iteration 6Q: 3 clusters Score -2773959 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2774448.000000 Penalty: 5026.328125
	Iteration 7Q: 3 clusters Score -2774448 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2774925.750000 Penalty: 5026.328125
	Iteration 8Q: 3 clusters Score -2774926 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2775361.250000 Penalty: 5026.328125
	Iteration 9Q: 3 clusters Score -2775361 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2775779.000000 Penalty: 5026.328125
	Iteration 10Q: 3 clusters Score -2775779 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2776197.000000 Penalty: 5026.328125
	Iteration 11Q: 3 clusters Score -2776197 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2776597.750000 Penalty: 5026.328125
	Iteration 12Q: 3 clusters Score -2776598 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2777008.750000 Penalty: 5026.328125
	Iteration 13Q: 3 clusters Score -2777009 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2777421.000000 Penalty: 5026.328125
	Iteration 14Q: 3 clusters Score -2777421 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2777801.250000 Penalty: 5026.328125
	Iteration 15Q: 3 clusters Score -2777801 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2778155.500000 Penalty: 5026.328125
	Iteration 16Q: 3 clusters Score -2778156 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2778424.000000 Penalty: 5026.328125
	Iteration 17Q: 3 clusters Score -2778424 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2778641.750000 Penalty: 5026.328125
	Iteration 18Q: 3 clusters Score -2778642 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2778820.500000 Penalty: 5026.328125
	Iteration 19Q: 3 clusters Score -2778820 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2778962.000000 Penalty: 5026.328125
	Iteration 20F: 3 clusters Score -2778962 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2779116.500000 Penalty: 5026.328125
	Iteration 21Q: 3 clusters Score -2779116 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2779238.750000 Penalty: 5026.328125
	Iteration 22Q: 3 clusters Score -2779239 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2779365.000000 Penalty: 5026.328125
	Iteration 23Q: 3 clusters Score -2779365 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2779469.750000 Penalty: 5026.328125
	Iteration 24Q: 3 clusters Score -2779470 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2779560.250000 Penalty: 5026.328125
	Iteration 25Q: 3 clusters Score -2779560 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2779649.500000 Penalty: 5026.328125
	Iteration 26Q: 3 clusters Score -2779650 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2779734.250000 Penalty: 5026.328125
	Iteration 27Q: 3 clusters Score -2779734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2779802.000000 Penalty: 5026.328125
	Iteration 28Q: 3 clusters Score -2779802 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2779853.250000 Penalty: 5026.328125
	Iteration 29Q: 3 clusters Score -2779853 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2779897.500000 Penalty: 5026.328125
	Iteration 30Q: 3 clusters Score -2779898 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2779947.500000 Penalty: 5026.328125
	Iteration 31Q: 3 clusters Score -2779948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2779991.000000 Penalty: 5026.328125
	Iteration 32Q: 3 clusters Score -2779991 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2779997.750000 Penalty: 5026.328125
	Iteration 33Q: 3 clusters Score -2779998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2780030.750000 Penalty: 5026.328125
	Iteration 34Q: 3 clusters Score -2780031 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2780058.250000 Penalty: 5026.328125
	Iteration 35Q: 3 clusters Score -2780058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2780072.500000 Penalty: 5026.328125
	Iteration 36Q: 3 clusters Score -2780072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2780090.500000 Penalty: 5026.328125
	Iteration 37Q: 3 clusters Score -2780090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2780100.000000 Penalty: 5026.328125
	Iteration 38Q: 3 clusters Score -2780100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2780118.750000 Penalty: 5026.328125
	Iteration 39Q: 3 clusters Score -2780119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2780134.500000 Penalty: 5026.328125
	Iteration 40F: 3 clusters Score -2780134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2780159.750000 Penalty: 5026.328125
	Iteration 41Q: 3 clusters Score -2780160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2780163.500000 Penalty: 5026.328125
	Iteration 42Q: 3 clusters Score -2780164 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2780171.750000 Penalty: 5026.328125
	Iteration 43Q: 3 clusters Score -2780172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2780185.500000 Penalty: 5026.328125
	Iteration 44Q: 3 clusters Score -2780186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2780192.750000 Penalty: 5026.328125
	Iteration 45Q: 3 clusters Score -2780193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2780189.000000 Penalty: 5026.328125
	Iteration 46Q: 3 clusters Score -2780189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -2780197.750000 Penalty: 5026.328125
	Iteration 47Q: 3 clusters Score -2780198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -2780205.500000 Penalty: 5026.328125
	Iteration 48Q: 3 clusters Score -2780206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2780212.000000 Penalty: 5026.328125
	Iteration 49Q: 3 clusters Score -2780212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2780218.250000 Penalty: 5026.328125
	Iteration 50Q: 3 clusters Score -2780218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2780224.500000 Penalty: 5026.328125
	Iteration 51Q: 3 clusters Score -2780224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -2780235.250000 Penalty: 5026.328125
	Iteration 52Q: 3 clusters Score -2780235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2780242.250000 Penalty: 5026.328125
	Iteration 53Q: 3 clusters Score -2780242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2780248.250000 Penalty: 5026.328125
	Iteration 54Q: 3 clusters Score -2780248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2780250.500000 Penalty: 5026.328125
	Iteration 55Q: 3 clusters Score -2780250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2780249.250000 Penalty: 5026.328125
	Iteration 56Q: 3 clusters Score -2780249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2780258.000000 Penalty: 5026.328125
	Iteration 57Q: 3 clusters Score -2780258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2780263.000000 Penalty: 5026.328125
	Iteration 58Q: 3 clusters Score -2780263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2780264.750000 Penalty: 5026.328125
	Iteration 59Q: 3 clusters Score -2780265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2780268.000000 Penalty: 5026.328125
	Iteration 60F: 3 clusters Score -2780268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2780274.250000 Penalty: 5026.328125
	Iteration 61Q: 3 clusters Score -2780274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2780273.500000 Penalty: 5026.328125
	Iteration 62Q: 3 clusters Score -2780274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2780277.750000 Penalty: 5026.328125
	Iteration 63Q: 3 clusters Score -2780278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -2780281.250000 Penalty: 5026.328125
	Iteration 64Q: 3 clusters Score -2780281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2780280.500000 Penalty: 5026.328125
	Iteration 65Q: 3 clusters Score -2780280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -2780278.000000 Penalty: 5026.328125
	Iteration 66Q: 3 clusters Score -2780278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2780279.500000 Penalty: 5026.328125
	Iteration 67Q: 3 clusters Score -2780280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2780278.000000 Penalty: 5026.328125
	Iteration 68Q: 3 clusters Score -2780278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2780280.250000 Penalty: 5026.328125
	Iteration 69Q: 3 clusters Score -2780280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2780275.500000 Penalty: 5026.328125
	Iteration 70Q: 3 clusters Score -2780276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2780282.000000 Penalty: 5026.328125
	Iteration 71Q: 3 clusters Score -2780282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2780284.750000 Penalty: 5026.328125
	Iteration 72Q: 3 clusters Score -2780285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2780284.750000 Penalty: 5026.328125
	Iteration 73F: 3 clusters Score -2780285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Entering Unmasked Estep 
Score: -3185241.000000 Penalty: 2546.470459
	Iteration 0F: 2 clusters Score -3185241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3165429.500000 Penalty: 5092.940918
	Iteration 0F: 3 clusters Score -3165430 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3172730.500000 Penalty: 5092.940918
	Iteration 1F: 3 clusters Score -3172730 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3173644.250000 Penalty: 5092.940918
	Iteration 2F: 3 clusters Score -3173644 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3174578.000000 Penalty: 5092.940918
	Iteration 3F: 3 clusters Score -3174578 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3175652.500000 Penalty: 5092.940918
	Iteration 4F: 3 clusters Score -3175652 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3176820.750000 Penalty: 5092.940918
	Iteration 5F: 3 clusters Score -3176821 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3177787.750000 Penalty: 5092.940918
	Iteration 6F: 3 clusters Score -3177788 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3178525.000000 Penalty: 5092.940918
	Iteration 7F: 3 clusters Score -3178525 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3179102.000000 Penalty: 5092.940918
	Iteration 8Q: 3 clusters Score -3179102 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3179546.250000 Penalty: 5092.940918
	Iteration 9Q: 3 clusters Score -3179546 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3179971.750000 Penalty: 5092.940918
	Iteration 10Q: 3 clusters Score -3179972 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3180347.750000 Penalty: 5092.940918
	Iteration 11Q: 3 clusters Score -3180348 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3180685.250000 Penalty: 5092.940918
	Iteration 12Q: 3 clusters Score -3180685 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3180986.000000 Penalty: 5092.940918
	Iteration 13Q: 3 clusters Score -3180986 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -3181249.250000 Penalty: 5092.940918
	Iteration 14Q: 3 clusters Score -3181249 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -3181453.250000 Penalty: 5092.940918
	Iteration 15Q: 3 clusters Score -3181453 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3181634.750000 Penalty: 5092.940918
	Iteration 16Q: 3 clusters Score -3181635 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3181796.500000 Penalty: 5092.940918
	Iteration 17Q: 3 clusters Score -3181796 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3181943.750000 Penalty: 5092.940918
	Iteration 18Q: 3 clusters Score -3181944 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3182077.250000 Penalty: 5092.940918
	Iteration 19Q: 3 clusters Score -3182077 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3182200.500000 Penalty: 5092.940918
	Iteration 20F: 3 clusters Score -3182200 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -3182293.500000 Penalty: 5092.940918
	Iteration 21Q: 3 clusters Score -3182294 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3182427.750000 Penalty: 5092.940918
	Iteration 22Q: 3 clusters Score -3182428 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3182531.750000 Penalty: 5092.940918
	Iteration 23Q: 3 clusters Score -3182532 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3182637.250000 Penalty: 5092.940918
	Iteration 24Q: 3 clusters Score -3182637 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3182762.000000 Penalty: 5092.940918
	Iteration 25Q: 3 clusters Score -3182762 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3182872.750000 Penalty: 5092.940918
	Iteration 26Q: 3 clusters Score -3182873 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3182958.750000 Penalty: 5092.940918
	Iteration 27Q: 3 clusters Score -3182959 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -3183042.750000 Penalty: 5092.940918
	Iteration 28Q: 3 clusters Score -3183043 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3183116.250000 Penalty: 5092.940918
	Iteration 29Q: 3 clusters Score -3183116 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3183180.000000 Penalty: 5092.940918
	Iteration 30Q: 3 clusters Score -3183180 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -3183242.250000 Penalty: 5092.940918
	Iteration 31Q: 3 clusters Score -3183242 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3183303.000000 Penalty: 5092.940918
	Iteration 32Q: 3 clusters Score -3183303 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -3183382.000000 Penalty: 5092.940918
	Iteration 33Q: 3 clusters Score -3183382 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3183442.000000 Penalty: 5092.940918
	Iteration 34Q: 3 clusters Score -3183442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3183489.500000 Penalty: 5092.940918
	Iteration 35Q: 3 clusters Score -3183490 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3183540.250000 Penalty: 5092.940918
	Iteration 36Q: 3 clusters Score -3183540 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3183574.250000 Penalty: 5092.940918
	Iteration 37Q: 3 clusters Score -3183574 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3183606.750000 Penalty: 5092.940918
	Iteration 38Q: 3 clusters Score -3183607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -3183635.250000 Penalty: 5092.940918
	Iteration 39Q: 3 clusters Score -3183635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3183648.750000 Penalty: 5092.940918
	Iteration 40F: 3 clusters Score -3183649 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3183667.000000 Penalty: 5092.940918
	Iteration 41Q: 3 clusters Score -3183667 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3183679.250000 Penalty: 5092.940918
	Iteration 42Q: 3 clusters Score -3183679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3183691.500000 Penalty: 5092.940918
	Iteration 43Q: 3 clusters Score -3183692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3183701.250000 Penalty: 5092.940918
	Iteration 44Q: 3 clusters Score -3183701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -3183710.000000 Penalty: 5092.940918
	Iteration 45Q: 3 clusters Score -3183710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3183725.500000 Penalty: 5092.940918
	Iteration 46Q: 3 clusters Score -3183726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3183742.500000 Penalty: 5092.940918
	Iteration 47Q: 3 clusters Score -3183742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3183738.500000 Penalty: 5092.940918
	Iteration 48Q: 3 clusters Score -3183738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3183745.250000 Penalty: 5092.940918
	Iteration 49Q: 3 clusters Score -3183745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3183759.000000 Penalty: 5092.940918
	Iteration 50Q: 3 clusters Score -3183759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3183759.750000 Penalty: 5092.940918
	Iteration 51Q: 3 clusters Score -3183760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -3183755.500000 Penalty: 5092.940918
	Iteration 52Q: 3 clusters Score -3183756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3183770.000000 Penalty: 5092.940918
	Iteration 53Q: 3 clusters Score -3183770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3183774.500000 Penalty: 5092.940918
	Iteration 54Q: 3 clusters Score -3183774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3183775.250000 Penalty: 5092.940918
	Iteration 55Q: 3 clusters Score -3183775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3183781.000000 Penalty: 5092.940918
	Iteration 56Q: 3 clusters Score -3183781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3183788.000000 Penalty: 5092.940918
	Iteration 57Q: 3 clusters Score -3183788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3183791.500000 Penalty: 5092.940918
	Iteration 58Q: 3 clusters Score -3183792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3183794.750000 Penalty: 5092.940918
	Iteration 59Q: 3 clusters Score -3183795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3183797.500000 Penalty: 5092.940918
	Iteration 60F: 3 clusters Score -3183798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3183796.000000 Penalty: 5092.940918
	Iteration 61Q: 3 clusters Score -3183796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3183788.000000 Penalty: 5092.940918
	Iteration 62Q: 3 clusters Score -3183788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3183793.000000 Penalty: 5092.940918
	Iteration 63Q: 3 clusters Score -3183793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -3183787.000000 Penalty: 5092.940918
	Iteration 64Q: 3 clusters Score -3183787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -3183791.250000 Penalty: 5092.940918
	Iteration 65Q: 3 clusters Score -3183791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3183795.750000 Penalty: 5092.940918
	Iteration 66Q: 3 clusters Score -3183796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -3183794.750000 Penalty: 5092.940918
	Iteration 67Q: 3 clusters Score -3183795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3183794.250000 Penalty: 5092.940918
	Iteration 68Q: 3 clusters Score -3183794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3183790.750000 Penalty: 5092.940918
	Iteration 69Q: 3 clusters Score -3183791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3183800.500000 Penalty: 5092.940918
	Iteration 70Q: 3 clusters Score -3183800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3183799.250000 Penalty: 5092.940918
	Iteration 71Q: 3 clusters Score -3183799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3183804.750000 Penalty: 5092.940918
	Iteration 72Q: 3 clusters Score -3183805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -3183802.250000 Penalty: 5092.940918
	Iteration 73Q: 3 clusters Score -3183802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3183805.000000 Penalty: 5092.940918
	Iteration 74Q: 3 clusters Score -3183805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3183805.500000 Penalty: 5092.940918
	Iteration 75Q: 3 clusters Score -3183806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3183811.750000 Penalty: 5092.940918
	Iteration 76Q: 3 clusters Score -3183812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3183809.750000 Penalty: 5092.940918
	Iteration 77Q: 3 clusters Score -3183810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -3183809.750000 Penalty: 5092.940918
	Iteration 78Q: 3 clusters Score -3183810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3183812.000000 Penalty: 5092.940918
	Iteration 79Q: 3 clusters Score -3183812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3183814.250000 Penalty: 5092.940918
	Iteration 80F: 3 clusters Score -3183814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -3183814.750000 Penalty: 5092.940918
	Iteration 81Q: 3 clusters Score -3183815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3183815.000000 Penalty: 5092.940918
	Iteration 82Q: 3 clusters Score -3183815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3183816.000000 Penalty: 5092.940918
	Iteration 83Q: 3 clusters Score -3183816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3183813.500000 Penalty: 5092.940918
	Iteration 84Q: 3 clusters Score -3183814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3183816.250000 Penalty: 5092.940918
	Iteration 85Q: 3 clusters Score -3183816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -3183816.250000 Penalty: 5092.940918
	Iteration 86F: 3 clusters Score -3183816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Entering Unmasked Estep 
Score: -745518.875000 Penalty: 2165.971191
	Iteration 0F: 2 clusters Score -745518.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -740275.125000 Penalty: 4331.942383
	Iteration 0F: 3 clusters Score -740275.1 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -741632.375000 Penalty: 4331.942383
	Iteration 1F: 3 clusters Score -741632.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -741935.875000 Penalty: 4331.942383
	Iteration 2F: 3 clusters Score -741935.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -742136.937500 Penalty: 4331.942383
	Iteration 3F: 3 clusters Score -742136.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -742275.625000 Penalty: 4331.942383
	Iteration 4Q: 3 clusters Score -742275.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -742391.437500 Penalty: 4331.942383
	Iteration 5Q: 3 clusters Score -742391.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -742479.375000 Penalty: 4331.942383
	Iteration 6Q: 3 clusters Score -742479.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -742537.375000 Penalty: 4331.942383
	Iteration 7Q: 3 clusters Score -742537.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -742598.937500 Penalty: 4331.942383
	Iteration 8Q: 3 clusters Score -742598.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -742660.500000 Penalty: 4331.942383
	Iteration 9Q: 3 clusters Score -742660.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -742718.562500 Penalty: 4331.942383
	Iteration 10Q: 3 clusters Score -742718.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -742764.750000 Penalty: 4331.942383
	Iteration 11Q: 3 clusters Score -742764.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -742805.062500 Penalty: 4331.942383
	Iteration 12Q: 3 clusters Score -742805.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -742847.125000 Penalty: 4331.942383
	Iteration 13Q: 3 clusters Score -742847.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -742880.500000 Penalty: 4331.942383
	Iteration 14Q: 3 clusters Score -742880.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -742907.750000 Penalty: 4331.942383
	Iteration 15Q: 3 clusters Score -742907.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -742931.937500 Penalty: 4331.942383
	Iteration 16Q: 3 clusters Score -742931.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -742952.062500 Penalty: 4331.942383
	Iteration 17Q: 3 clusters Score -742952.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -742970.187500 Penalty: 4331.942383
	Iteration 18Q: 3 clusters Score -742970.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -742985.625000 Penalty: 4331.942383
	Iteration 19Q: 3 clusters Score -742985.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -743004.125000 Penalty: 4331.942383
	Iteration 20F: 3 clusters Score -743004.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -743015.687500 Penalty: 4331.942383
	Iteration 21Q: 3 clusters Score -743015.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -743026.812500 Penalty: 4331.942383
	Iteration 22Q: 3 clusters Score -743026.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -743034.187500 Penalty: 4331.942383
	Iteration 23Q: 3 clusters Score -743034.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -743043.437500 Penalty: 4331.942383
	Iteration 24Q: 3 clusters Score -743043.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -743049.625000 Penalty: 4331.942383
	Iteration 25Q: 3 clusters Score -743049.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -743057.687500 Penalty: 4331.942383
	Iteration 26Q: 3 clusters Score -743057.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -743068.500000 Penalty: 4331.942383
	Iteration 27Q: 3 clusters Score -743068.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -743075.500000 Penalty: 4331.942383
	Iteration 28Q: 3 clusters Score -743075.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -743084.187500 Penalty: 4331.942383
	Iteration 29Q: 3 clusters Score -743084.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -743091.750000 Penalty: 4331.942383
	Iteration 30Q: 3 clusters Score -743091.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -743097.000000 Penalty: 4331.942383
	Iteration 31Q: 3 clusters Score -743097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -743107.875000 Penalty: 4331.942383
	Iteration 32Q: 3 clusters Score -743107.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -743114.750000 Penalty: 4331.942383
	Iteration 33Q: 3 clusters Score -743114.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -743123.812500 Penalty: 4331.942383
	Iteration 34Q: 3 clusters Score -743123.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -743132.312500 Penalty: 4331.942383
	Iteration 35Q: 3 clusters Score -743132.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -743146.437500 Penalty: 4331.942383
	Iteration 36Q: 3 clusters Score -743146.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -743153.062500 Penalty: 4331.942383
	Iteration 37Q: 3 clusters Score -743153.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -743160.937500 Penalty: 4331.942383
	Iteration 38Q: 3 clusters Score -743160.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -743173.437500 Penalty: 4331.942383
	Iteration 39Q: 3 clusters Score -743173.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -743179.687500 Penalty: 4331.942383
	Iteration 40F: 3 clusters Score -743179.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -743185.312500 Penalty: 4331.942383
	Iteration 41Q: 3 clusters Score -743185.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -743191.375000 Penalty: 4331.942383
	Iteration 42Q: 3 clusters Score -743191.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -743199.187500 Penalty: 4331.942383
	Iteration 43Q: 3 clusters Score -743199.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -743207.750000 Penalty: 4331.942383
	Iteration 44Q: 3 clusters Score -743207.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -743213.625000 Penalty: 4331.942383
	Iteration 45Q: 3 clusters Score -743213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -743223.062500 Penalty: 4331.942383
	Iteration 46Q: 3 clusters Score -743223.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -743234.500000 Penalty: 4331.942383
	Iteration 47Q: 3 clusters Score -743234.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -743243.875000 Penalty: 4331.942383
	Iteration 48Q: 3 clusters Score -743243.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -743251.062500 Penalty: 4331.942383
	Iteration 49Q: 3 clusters Score -743251.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -743259.562500 Penalty: 4331.942383
	Iteration 50Q: 3 clusters Score -743259.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -743268.250000 Penalty: 4331.942383
	Iteration 51Q: 3 clusters Score -743268.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -743278.875000 Penalty: 4331.942383
	Iteration 52Q: 3 clusters Score -743278.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -743288.187500 Penalty: 4331.942383
	Iteration 53Q: 3 clusters Score -743288.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -743295.937500 Penalty: 4331.942383
	Iteration 54Q: 3 clusters Score -743295.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -743302.000000 Penalty: 4331.942383
	Iteration 55Q: 3 clusters Score -743302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -743311.125000 Penalty: 4331.942383
	Iteration 56Q: 3 clusters Score -743311.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -743319.000000 Penalty: 4331.942383
	Iteration 57Q: 3 clusters Score -743319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -743326.625000 Penalty: 4331.942383
	Iteration 58Q: 3 clusters Score -743326.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -743340.312500 Penalty: 4331.942383
	Iteration 59Q: 3 clusters Score -743340.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -743353.687500 Penalty: 4331.942383
	Iteration 60F: 3 clusters Score -743353.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -743369.250000 Penalty: 4331.942383
	Iteration 61Q: 3 clusters Score -743369.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -743384.375000 Penalty: 4331.942383
	Iteration 62Q: 3 clusters Score -743384.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -743396.625000 Penalty: 4331.942383
	Iteration 63Q: 3 clusters Score -743396.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -743410.312500 Penalty: 4331.942383
	Iteration 64Q: 3 clusters Score -743410.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -743422.187500 Penalty: 4331.942383
	Iteration 65Q: 3 clusters Score -743422.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -743439.125000 Penalty: 4331.942383
	Iteration 66Q: 3 clusters Score -743439.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -743451.375000 Penalty: 4331.942383
	Iteration 67Q: 3 clusters Score -743451.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -743462.375000 Penalty: 4331.942383
	Iteration 68Q: 3 clusters Score -743462.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -743473.812500 Penalty: 4331.942383
	Iteration 69Q: 3 clusters Score -743473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -743479.312500 Penalty: 4331.942383
	Iteration 70Q: 3 clusters Score -743479.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -743485.937500 Penalty: 4331.942383
	Iteration 71Q: 3 clusters Score -743485.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -743488.812500 Penalty: 4331.942383
	Iteration 72Q: 3 clusters Score -743488.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -743498.000000 Penalty: 4331.942383
	Iteration 73Q: 3 clusters Score -743498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -743502.000000 Penalty: 4331.942383
	Iteration 74Q: 3 clusters Score -743502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -743508.562500 Penalty: 4331.942383
	Iteration 75Q: 3 clusters Score -743508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -743515.062500 Penalty: 4331.942383
	Iteration 76Q: 3 clusters Score -743515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -743517.750000 Penalty: 4331.942383
	Iteration 77Q: 3 clusters Score -743517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -743523.750000 Penalty: 4331.942383
	Iteration 78Q: 3 clusters Score -743523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -743524.062500 Penalty: 4331.942383
	Iteration 79Q: 3 clusters Score -743524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -743527.250000 Penalty: 4331.942383
	Iteration 80F: 3 clusters Score -743527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -743531.625000 Penalty: 4331.942383
	Iteration 81Q: 3 clusters Score -743531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -743534.937500 Penalty: 4331.942383
	Iteration 82Q: 3 clusters Score -743534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -743537.187500 Penalty: 4331.942383
	Iteration 83Q: 3 clusters Score -743537.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -743542.437500 Penalty: 4331.942383
	Iteration 84Q: 3 clusters Score -743542.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -743549.875000 Penalty: 4331.942383
	Iteration 85Q: 3 clusters Score -743549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -743552.562500 Penalty: 4331.942383
	Iteration 86Q: 3 clusters Score -743552.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -743554.437500 Penalty: 4331.942383
	Iteration 87Q: 3 clusters Score -743554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -743558.375000 Penalty: 4331.942383
	Iteration 88Q: 3 clusters Score -743558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -743559.875000 Penalty: 4331.942383
	Iteration 89Q: 3 clusters Score -743559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -743563.500000 Penalty: 4331.942383
	Iteration 90Q: 3 clusters Score -743563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -743565.000000 Penalty: 4331.942383
	Iteration 91Q: 3 clusters Score -743565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -743566.000000 Penalty: 4331.942383
	Iteration 92Q: 3 clusters Score -743566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -743564.937500 Penalty: 4331.942383
	Iteration 93Q: 3 clusters Score -743564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -743566.750000 Penalty: 4331.942383
	Iteration 94Q: 3 clusters Score -743566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -743568.625000 Penalty: 4331.942383
	Iteration 95Q: 3 clusters Score -743568.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -743568.625000 Penalty: 4331.942383
	Iteration 96F: 3 clusters Score -743568.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -624489.937500 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -624489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -619660.437500 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -619660.4 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -620861.187500 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -620861.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -621163.937500 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -621163.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -621413.937500 Penalty: 4281.624023
	Iteration 3F: 3 clusters Score -621413.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -621641.625000 Penalty: 4281.624023
	Iteration 4F: 3 clusters Score -621641.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -621836.875000 Penalty: 4281.624023
	Iteration 5Q: 3 clusters Score -621836.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -622028.500000 Penalty: 4281.624023
	Iteration 6Q: 3 clusters Score -622028.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -622175.875000 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -622175.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -622326.312500 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -622326.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -622453.625000 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -622453.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -622529.187500 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -622529.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -622591.125000 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -622591.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -622640.375000 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -622640.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -622676.750000 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -622676.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -622707.750000 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -622707.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -622727.687500 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -622727.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -622748.250000 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -622748.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -622759.625000 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -622759.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -622767.750000 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -622767.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -622773.250000 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -622773.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -622784.250000 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -622784.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -622789.625000 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -622789.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -622798.062500 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -622798.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -622802.687500 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -622802.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -622804.562500 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -622804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -622806.875000 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -622806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -622806.687500 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -622806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -622806.562500 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -622806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -622806.812500 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -622806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -622806.937500 Penalty: 4281.624023
	Iteration 29Q: 3 clusters Score -622806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -622808.125000 Penalty: 4281.624023
	Iteration 30Q: 3 clusters Score -622808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -622808.125000 Penalty: 4281.624023
	Iteration 31F: 3 clusters Score -622808.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Entering Unmasked Estep 
Score: -1652969.875000 Penalty: 2363.086914
	Iteration 0F: 2 clusters Score -1652970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1642904.750000 Penalty: 4726.173828
	Iteration 0F: 3 clusters Score -1642905 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1646140.875000 Penalty: 4726.173828
	Iteration 1F: 3 clusters Score -1646141 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1646623.375000 Penalty: 4726.173828
	Iteration 2F: 3 clusters Score -1646623 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1647089.875000 Penalty: 4726.173828
	Iteration 3F: 3 clusters Score -1647090 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1647597.875000 Penalty: 4726.173828
	Iteration 4F: 3 clusters Score -1647598 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1648146.375000 Penalty: 4726.173828
	Iteration 5F: 3 clusters Score -1648146 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1648751.375000 Penalty: 4726.173828
	Iteration 6F: 3 clusters Score -1648751 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1649304.500000 Penalty: 4726.173828
	Iteration 7F: 3 clusters Score -1649304 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1649757.000000 Penalty: 4726.173828
	Iteration 8Q: 3 clusters Score -1649757 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1650093.250000 Penalty: 4726.173828
	Iteration 9Q: 3 clusters Score -1650093 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1650345.125000 Penalty: 4726.173828
	Iteration 10Q: 3 clusters Score -1650345 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1650529.125000 Penalty: 4726.173828
	Iteration 11Q: 3 clusters Score -1650529 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1650645.500000 Penalty: 4726.173828
	Iteration 12Q: 3 clusters Score -1650646 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1650707.375000 Penalty: 4726.173828
	Iteration 13Q: 3 clusters Score -1650707 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1650777.750000 Penalty: 4726.173828
	Iteration 14Q: 3 clusters Score -1650778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1650821.375000 Penalty: 4726.173828
	Iteration 15Q: 3 clusters Score -1650821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1650865.750000 Penalty: 4726.173828
	Iteration 16Q: 3 clusters Score -1650866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1650894.750000 Penalty: 4726.173828
	Iteration 17Q: 3 clusters Score -1650895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1650919.875000 Penalty: 4726.173828
	Iteration 18Q: 3 clusters Score -1650920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1650934.625000 Penalty: 4726.173828
	Iteration 19Q: 3 clusters Score -1650935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1650950.875000 Penalty: 4726.173828
	Iteration 20F: 3 clusters Score -1650951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1650959.375000 Penalty: 4726.173828
	Iteration 21Q: 3 clusters Score -1650959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1650980.000000 Penalty: 4726.173828
	Iteration 22Q: 3 clusters Score -1650980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1650997.375000 Penalty: 4726.173828
	Iteration 23Q: 3 clusters Score -1650997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1651004.125000 Penalty: 4726.173828
	Iteration 24Q: 3 clusters Score -1651004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1651009.125000 Penalty: 4726.173828
	Iteration 25Q: 3 clusters Score -1651009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1651019.875000 Penalty: 4726.173828
	Iteration 26Q: 3 clusters Score -1651020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1651031.875000 Penalty: 4726.173828
	Iteration 27Q: 3 clusters Score -1651032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1651042.000000 Penalty: 4726.173828
	Iteration 28Q: 3 clusters Score -1651042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1651051.375000 Penalty: 4726.173828
	Iteration 29Q: 3 clusters Score -1651051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1651057.500000 Penalty: 4726.173828
	Iteration 30Q: 3 clusters Score -1651058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1651063.000000 Penalty: 4726.173828
	Iteration 31Q: 3 clusters Score -1651063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1651072.875000 Penalty: 4726.173828
	Iteration 32Q: 3 clusters Score -1651073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1651076.375000 Penalty: 4726.173828
	Iteration 33Q: 3 clusters Score -1651076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1651087.750000 Penalty: 4726.173828
	Iteration 34Q: 3 clusters Score -1651088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1651095.125000 Penalty: 4726.173828
	Iteration 35Q: 3 clusters Score -1651095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1651098.625000 Penalty: 4726.173828
	Iteration 36Q: 3 clusters Score -1651099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1651110.250000 Penalty: 4726.173828
	Iteration 37Q: 3 clusters Score -1651110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1651113.750000 Penalty: 4726.173828
	Iteration 38Q: 3 clusters Score -1651114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1651117.875000 Penalty: 4726.173828
	Iteration 39Q: 3 clusters Score -1651118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1651120.000000 Penalty: 4726.173828
	Iteration 40F: 3 clusters Score -1651120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1651121.125000 Penalty: 4726.173828
	Iteration 41Q: 3 clusters Score -1651121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1651121.000000 Penalty: 4726.173828
	Iteration 42Q: 3 clusters Score -1651121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1651124.875000 Penalty: 4726.173828
	Iteration 43Q: 3 clusters Score -1651125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1651123.875000 Penalty: 4726.173828
	Iteration 44Q: 3 clusters Score -1651124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1651124.625000 Penalty: 4726.173828
	Iteration 45Q: 3 clusters Score -1651125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1651123.875000 Penalty: 4726.173828
	Iteration 46Q: 3 clusters Score -1651124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1651126.625000 Penalty: 4726.173828
	Iteration 47Q: 3 clusters Score -1651127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1651126.625000 Penalty: 4726.173828
	Iteration 48F: 3 clusters Score -1651127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -190973.531250 Penalty: 1831.691040
	Iteration 0F: 2 clusters Score -190973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -188634.875000 Penalty: 3663.382080
	Iteration 0F: 3 clusters Score -188634.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -189050.843750 Penalty: 3663.382080
	Iteration 1F: 3 clusters Score -189050.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -189159.718750 Penalty: 3663.382080
	Iteration 2F: 3 clusters Score -189159.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -189204.031250 Penalty: 3663.382080
	Iteration 3Q: 3 clusters Score -189204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -189235.859375 Penalty: 3663.382080
	Iteration 4Q: 3 clusters Score -189235.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -189260.281250 Penalty: 3663.382080
	Iteration 5Q: 3 clusters Score -189260.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -189269.500000 Penalty: 3663.382080
	Iteration 6Q: 3 clusters Score -189269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -189276.046875 Penalty: 3663.382080
	Iteration 7Q: 3 clusters Score -189276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -189279.531250 Penalty: 3663.382080
	Iteration 8Q: 3 clusters Score -189279.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -189282.828125 Penalty: 3663.382080
	Iteration 9Q: 3 clusters Score -189282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -189283.843750 Penalty: 3663.382080
	Iteration 10Q: 3 clusters Score -189283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -189283.843750 Penalty: 3663.382080
	Iteration 11F: 3 clusters Score -189283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Entering Unmasked Estep 
Score: -1280858.875000 Penalty: 2355.930664
	Iteration 0F: 2 clusters Score -1280859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1271173.875000 Penalty: 4711.861328
	Iteration 0F: 3 clusters Score -1271174 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1274196.875000 Penalty: 4711.861328
	Iteration 1F: 3 clusters Score -1274197 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1274669.750000 Penalty: 4711.861328
	Iteration 2F: 3 clusters Score -1274670 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1275037.125000 Penalty: 4711.861328
	Iteration 3F: 3 clusters Score -1275037 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1275358.125000 Penalty: 4711.861328
	Iteration 4F: 3 clusters Score -1275358 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1275677.250000 Penalty: 4711.861328
	Iteration 5Q: 3 clusters Score -1275677 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1276040.625000 Penalty: 4711.861328
	Iteration 6Q: 3 clusters Score -1276041 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1276464.250000 Penalty: 4711.861328
	Iteration 7Q: 3 clusters Score -1276464 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1276892.750000 Penalty: 4711.861328
	Iteration 8Q: 3 clusters Score -1276893 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1277279.750000 Penalty: 4711.861328
	Iteration 9Q: 3 clusters Score -1277280 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1277689.500000 Penalty: 4711.861328
	Iteration 10Q: 3 clusters Score -1277690 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1278092.875000 Penalty: 4711.861328
	Iteration 11Q: 3 clusters Score -1278093 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1278495.500000 Penalty: 4711.861328
	Iteration 12Q: 3 clusters Score -1278496 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1278842.625000 Penalty: 4711.861328
	Iteration 13Q: 3 clusters Score -1278843 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1279073.125000 Penalty: 4711.861328
	Iteration 14Q: 3 clusters Score -1279073 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1279212.500000 Penalty: 4711.861328
	Iteration 15Q: 3 clusters Score -1279212 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1279314.250000 Penalty: 4711.861328
	Iteration 16Q: 3 clusters Score -1279314 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1279385.500000 Penalty: 4711.861328
	Iteration 17Q: 3 clusters Score -1279386 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1279440.625000 Penalty: 4711.861328
	Iteration 18Q: 3 clusters Score -1279441 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1279471.125000 Penalty: 4711.861328
	Iteration 19Q: 3 clusters Score -1279471 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1279505.125000 Penalty: 4711.861328
	Iteration 20F: 3 clusters Score -1279505 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1279528.125000 Penalty: 4711.861328
	Iteration 21Q: 3 clusters Score -1279528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1279546.000000 Penalty: 4711.861328
	Iteration 22Q: 3 clusters Score -1279546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1279544.375000 Penalty: 4711.861328
	Iteration 23Q: 3 clusters Score -1279544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1279547.250000 Penalty: 4711.861328
	Iteration 24Q: 3 clusters Score -1279547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1279561.250000 Penalty: 4711.861328
	Iteration 25Q: 3 clusters Score -1279561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1279562.000000 Penalty: 4711.861328
	Iteration 26Q: 3 clusters Score -1279562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1279564.875000 Penalty: 4711.861328
	Iteration 27Q: 3 clusters Score -1279565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1279570.750000 Penalty: 4711.861328
	Iteration 28Q: 3 clusters Score -1279571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1279577.000000 Penalty: 4711.861328
	Iteration 29Q: 3 clusters Score -1279577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1279586.875000 Penalty: 4711.861328
	Iteration 30Q: 3 clusters Score -1279587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1279592.875000 Penalty: 4711.861328
	Iteration 31Q: 3 clusters Score -1279593 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1279591.125000 Penalty: 4711.861328
	Iteration 32Q: 3 clusters Score -1279591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1279600.500000 Penalty: 4711.861328
	Iteration 33Q: 3 clusters Score -1279600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1279600.750000 Penalty: 4711.861328
	Iteration 34Q: 3 clusters Score -1279601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1279604.750000 Penalty: 4711.861328
	Iteration 35Q: 3 clusters Score -1279605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1279607.625000 Penalty: 4711.861328
	Iteration 36Q: 3 clusters Score -1279608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1279616.000000 Penalty: 4711.861328
	Iteration 37Q: 3 clusters Score -1279616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1279617.750000 Penalty: 4711.861328
	Iteration 38Q: 3 clusters Score -1279618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1279621.125000 Penalty: 4711.861328
	Iteration 39Q: 3 clusters Score -1279621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1279619.750000 Penalty: 4711.861328
	Iteration 40F: 3 clusters Score -1279620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1279623.125000 Penalty: 4711.861328
	Iteration 41Q: 3 clusters Score -1279623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1279629.125000 Penalty: 4711.861328
	Iteration 42Q: 3 clusters Score -1279629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1279630.625000 Penalty: 4711.861328
	Iteration 43Q: 3 clusters Score -1279631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1279630.500000 Penalty: 4711.861328
	Iteration 44Q: 3 clusters Score -1279630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1279637.375000 Penalty: 4711.861328
	Iteration 45Q: 3 clusters Score -1279637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1279639.000000 Penalty: 4711.861328
	Iteration 46Q: 3 clusters Score -1279639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1279644.000000 Penalty: 4711.861328
	Iteration 47Q: 3 clusters Score -1279644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1279647.125000 Penalty: 4711.861328
	Iteration 48Q: 3 clusters Score -1279647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1279644.625000 Penalty: 4711.861328
	Iteration 49Q: 3 clusters Score -1279645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1279646.750000 Penalty: 4711.861328
	Iteration 50Q: 3 clusters Score -1279647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1279652.875000 Penalty: 4711.861328
	Iteration 51Q: 3 clusters Score -1279653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1279654.000000 Penalty: 4711.861328
	Iteration 52Q: 3 clusters Score -1279654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1279658.875000 Penalty: 4711.861328
	Iteration 53Q: 3 clusters Score -1279659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1279660.375000 Penalty: 4711.861328
	Iteration 54Q: 3 clusters Score -1279660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1279660.375000 Penalty: 4711.861328
	Iteration 55Q: 3 clusters Score -1279660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1279658.375000 Penalty: 4711.861328
	Iteration 56Q: 3 clusters Score -1279658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1279658.875000 Penalty: 4711.861328
	Iteration 57Q: 3 clusters Score -1279659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1279659.875000 Penalty: 4711.861328
	Iteration 58Q: 3 clusters Score -1279660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1279659.875000 Penalty: 4711.861328
	Iteration 59F: 3 clusters Score -1279660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Entering Unmasked Estep 
Score: -1805817.625000 Penalty: 2383.775635
	Iteration 0F: 2 clusters Score -1805818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1794980.125000 Penalty: 4767.551270
	Iteration 0F: 3 clusters Score -1794980 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1798618.500000 Penalty: 4767.551270
	Iteration 1F: 3 clusters Score -1798618 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1799075.375000 Penalty: 4767.551270
	Iteration 2F: 3 clusters Score -1799075 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1799565.000000 Penalty: 4767.551270
	Iteration 3F: 3 clusters Score -1799565 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1800028.875000 Penalty: 4767.551270
	Iteration 4Q: 3 clusters Score -1800029 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1800487.250000 Penalty: 4767.551270
	Iteration 5Q: 3 clusters Score -1800487 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1800854.625000 Penalty: 4767.551270
	Iteration 6Q: 3 clusters Score -1800855 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1801141.000000 Penalty: 4767.551270
	Iteration 7Q: 3 clusters Score -1801141 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1801355.375000 Penalty: 4767.551270
	Iteration 8Q: 3 clusters Score -1801355 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1801519.000000 Penalty: 4767.551270
	Iteration 9Q: 3 clusters Score -1801519 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1801666.125000 Penalty: 4767.551270
	Iteration 10Q: 3 clusters Score -1801666 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1801766.750000 Penalty: 4767.551270
	Iteration 11Q: 3 clusters Score -1801767 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1801844.250000 Penalty: 4767.551270
	Iteration 12Q: 3 clusters Score -1801844 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1801913.000000 Penalty: 4767.551270
	Iteration 13Q: 3 clusters Score -1801913 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1801969.250000 Penalty: 4767.551270
	Iteration 14Q: 3 clusters Score -1801969 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1802032.250000 Penalty: 4767.551270
	Iteration 15Q: 3 clusters Score -1802032 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1802091.000000 Penalty: 4767.551270
	Iteration 16Q: 3 clusters Score -1802091 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1802142.625000 Penalty: 4767.551270
	Iteration 17Q: 3 clusters Score -1802143 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1802197.125000 Penalty: 4767.551270
	Iteration 18Q: 3 clusters Score -1802197 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1802252.625000 Penalty: 4767.551270
	Iteration 19Q: 3 clusters Score -1802253 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1802306.750000 Penalty: 4767.551270
	Iteration 20F: 3 clusters Score -1802307 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1802372.375000 Penalty: 4767.551270
	Iteration 21Q: 3 clusters Score -1802372 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1802442.625000 Penalty: 4767.551270
	Iteration 22Q: 3 clusters Score -1802443 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1802523.625000 Penalty: 4767.551270
	Iteration 23Q: 3 clusters Score -1802524 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1802607.125000 Penalty: 4767.551270
	Iteration 24Q: 3 clusters Score -1802607 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1802694.000000 Penalty: 4767.551270
	Iteration 25Q: 3 clusters Score -1802694 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1802792.000000 Penalty: 4767.551270
	Iteration 26Q: 3 clusters Score -1802792 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1802908.875000 Penalty: 4767.551270
	Iteration 27Q: 3 clusters Score -1802909 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1803027.500000 Penalty: 4767.551270
	Iteration 28Q: 3 clusters Score -1803028 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1803142.750000 Penalty: 4767.551270
	Iteration 29Q: 3 clusters Score -1803143 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1803253.500000 Penalty: 4767.551270
	Iteration 30Q: 3 clusters Score -1803254 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1803353.000000 Penalty: 4767.551270
	Iteration 31Q: 3 clusters Score -1803353 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1803450.875000 Penalty: 4767.551270
	Iteration 32Q: 3 clusters Score -1803451 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1803527.500000 Penalty: 4767.551270
	Iteration 33Q: 3 clusters Score -1803528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1803576.250000 Penalty: 4767.551270
	Iteration 34Q: 3 clusters Score -1803576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1803624.250000 Penalty: 4767.551270
	Iteration 35Q: 3 clusters Score -1803624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1803674.750000 Penalty: 4767.551270
	Iteration 36Q: 3 clusters Score -1803675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1803715.125000 Penalty: 4767.551270
	Iteration 37Q: 3 clusters Score -1803715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -1803749.750000 Penalty: 4767.551270
	Iteration 38Q: 3 clusters Score -1803750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1803788.000000 Penalty: 4767.551270
	Iteration 39Q: 3 clusters Score -1803788 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1803816.000000 Penalty: 4767.551270
	Iteration 40F: 3 clusters Score -1803816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1803836.250000 Penalty: 4767.551270
	Iteration 41Q: 3 clusters Score -1803836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1803851.875000 Penalty: 4767.551270
	Iteration 42Q: 3 clusters Score -1803852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1803860.375000 Penalty: 4767.551270
	Iteration 43Q: 3 clusters Score -1803860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1803868.125000 Penalty: 4767.551270
	Iteration 44Q: 3 clusters Score -1803868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1803870.875000 Penalty: 4767.551270
	Iteration 45Q: 3 clusters Score -1803871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1803875.125000 Penalty: 4767.551270
	Iteration 46Q: 3 clusters Score -1803875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1803872.875000 Penalty: 4767.551270
	Iteration 47Q: 3 clusters Score -1803873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1803877.000000 Penalty: 4767.551270
	Iteration 48Q: 3 clusters Score -1803877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1803880.750000 Penalty: 4767.551270
	Iteration 49Q: 3 clusters Score -1803881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1803879.250000 Penalty: 4767.551270
	Iteration 50Q: 3 clusters Score -1803879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1803880.000000 Penalty: 4767.551270
	Iteration 51Q: 3 clusters Score -1803880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1803881.375000 Penalty: 4767.551270
	Iteration 52Q: 3 clusters Score -1803881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1803883.375000 Penalty: 4767.551270
	Iteration 53Q: 3 clusters Score -1803883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1803888.250000 Penalty: 4767.551270
	Iteration 54Q: 3 clusters Score -1803888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1803885.125000 Penalty: 4767.551270
	Iteration 55Q: 3 clusters Score -1803885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1803888.375000 Penalty: 4767.551270
	Iteration 56Q: 3 clusters Score -1803888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1803889.750000 Penalty: 4767.551270
	Iteration 57Q: 3 clusters Score -1803890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1803889.875000 Penalty: 4767.551270
	Iteration 58Q: 3 clusters Score -1803890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1803895.000000 Penalty: 4767.551270
	Iteration 59Q: 3 clusters Score -1803895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1803898.000000 Penalty: 4767.551270
	Iteration 60F: 3 clusters Score -1803898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1803901.125000 Penalty: 4767.551270
	Iteration 61Q: 3 clusters Score -1803901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1803902.500000 Penalty: 4767.551270
	Iteration 62Q: 3 clusters Score -1803902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1803899.625000 Penalty: 4767.551270
	Iteration 63Q: 3 clusters Score -1803900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1803903.250000 Penalty: 4767.551270
	Iteration 64Q: 3 clusters Score -1803903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1803898.875000 Penalty: 4767.551270
	Iteration 65Q: 3 clusters Score -1803899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -1803898.875000 Penalty: 4767.551270
	Iteration 66F: 3 clusters Score -1803899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -371177.156250 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -371177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -367867.750000 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -367867.8 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -368589.000000 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -368589 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -368779.187500 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -368779.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -368920.562500 Penalty: 3998.966797
	Iteration 3Q: 3 clusters Score -368920.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -369051.406250 Penalty: 3998.966797
	Iteration 4Q: 3 clusters Score -369051.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -369194.031250 Penalty: 3998.966797
	Iteration 5Q: 3 clusters Score -369194 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -369336.968750 Penalty: 3998.966797
	Iteration 6Q: 3 clusters Score -369337 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -369490.531250 Penalty: 3998.966797
	Iteration 7Q: 3 clusters Score -369490.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -369643.187500 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -369643.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -369733.187500 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -369733.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -369795.968750 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -369796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -369868.812500 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -369868.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -369908.562500 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -369908.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -369934.187500 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -369934.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -369953.468750 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -369953.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -369963.500000 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -369963.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -369972.312500 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -369972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -369975.031250 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -369975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -369979.000000 Penalty: 3998.966797
	Iteration 18Q: 3 clusters Score -369979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -369983.843750 Penalty: 3998.966797
	Iteration 19Q: 3 clusters Score -369983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -369990.000000 Penalty: 3998.966797
	Iteration 20F: 3 clusters Score -369990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -369996.625000 Penalty: 3998.966797
	Iteration 21Q: 3 clusters Score -369996.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -370001.562500 Penalty: 3998.966797
	Iteration 22Q: 3 clusters Score -370001.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -370005.000000 Penalty: 3998.966797
	Iteration 23Q: 3 clusters Score -370005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -370010.281250 Penalty: 3998.966797
	Iteration 24Q: 3 clusters Score -370010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -370013.031250 Penalty: 3998.966797
	Iteration 25Q: 3 clusters Score -370013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -370013.375000 Penalty: 3998.966797
	Iteration 26Q: 3 clusters Score -370013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -370014.468750 Penalty: 3998.966797
	Iteration 27Q: 3 clusters Score -370014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -370014.812500 Penalty: 3998.966797
	Iteration 28Q: 3 clusters Score -370014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -370014.531250 Penalty: 3998.966797
	Iteration 29Q: 3 clusters Score -370014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -370015.250000 Penalty: 3998.966797
	Iteration 30Q: 3 clusters Score -370015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -370015.250000 Penalty: 3998.966797
	Iteration 31F: 3 clusters Score -370015.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -718665.187500 Penalty: 2158.963135
	Iteration 0F: 2 clusters Score -718665.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -713404.312500 Penalty: 4317.926270
	Iteration 0F: 3 clusters Score -713404.3 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -714695.312500 Penalty: 4317.926270
	Iteration 1F: 3 clusters Score -714695.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -714992.250000 Penalty: 4317.926270
	Iteration 2F: 3 clusters Score -714992.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -715202.062500 Penalty: 4317.926270
	Iteration 3F: 3 clusters Score -715202.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -715344.625000 Penalty: 4317.926270
	Iteration 4Q: 3 clusters Score -715344.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -715452.375000 Penalty: 4317.926270
	Iteration 5Q: 3 clusters Score -715452.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -715539.687500 Penalty: 4317.926270
	Iteration 6Q: 3 clusters Score -715539.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -715618.937500 Penalty: 4317.926270
	Iteration 7Q: 3 clusters Score -715618.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -715702.000000 Penalty: 4317.926270
	Iteration 8Q: 3 clusters Score -715702 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -715765.625000 Penalty: 4317.926270
	Iteration 9Q: 3 clusters Score -715765.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -715823.312500 Penalty: 4317.926270
	Iteration 10Q: 3 clusters Score -715823.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -715886.625000 Penalty: 4317.926270
	Iteration 11Q: 3 clusters Score -715886.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -715954.375000 Penalty: 4317.926270
	Iteration 12Q: 3 clusters Score -715954.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -716017.625000 Penalty: 4317.926270
	Iteration 13Q: 3 clusters Score -716017.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -716093.625000 Penalty: 4317.926270
	Iteration 14Q: 3 clusters Score -716093.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -716155.312500 Penalty: 4317.926270
	Iteration 15Q: 3 clusters Score -716155.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -716216.687500 Penalty: 4317.926270
	Iteration 16Q: 3 clusters Score -716216.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -716289.062500 Penalty: 4317.926270
	Iteration 17Q: 3 clusters Score -716289.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -716357.000000 Penalty: 4317.926270
	Iteration 18Q: 3 clusters Score -716357 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -716407.312500 Penalty: 4317.926270
	Iteration 19Q: 3 clusters Score -716407.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -716444.250000 Penalty: 4317.926270
	Iteration 20F: 3 clusters Score -716444.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -716474.062500 Penalty: 4317.926270
	Iteration 21Q: 3 clusters Score -716474.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -716504.250000 Penalty: 4317.926270
	Iteration 22Q: 3 clusters Score -716504.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -716529.750000 Penalty: 4317.926270
	Iteration 23Q: 3 clusters Score -716529.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -716556.375000 Penalty: 4317.926270
	Iteration 24Q: 3 clusters Score -716556.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -716587.312500 Penalty: 4317.926270
	Iteration 25Q: 3 clusters Score -716587.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -716623.375000 Penalty: 4317.926270
	Iteration 26Q: 3 clusters Score -716623.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -716649.812500 Penalty: 4317.926270
	Iteration 27Q: 3 clusters Score -716649.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -716672.312500 Penalty: 4317.926270
	Iteration 28Q: 3 clusters Score -716672.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -716686.312500 Penalty: 4317.926270
	Iteration 29Q: 3 clusters Score -716686.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -716703.125000 Penalty: 4317.926270
	Iteration 30Q: 3 clusters Score -716703.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -716716.687500 Penalty: 4317.926270
	Iteration 31Q: 3 clusters Score -716716.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -716727.375000 Penalty: 4317.926270
	Iteration 32Q: 3 clusters Score -716727.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -716738.437500 Penalty: 4317.926270
	Iteration 33Q: 3 clusters Score -716738.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -716747.875000 Penalty: 4317.926270
	Iteration 34Q: 3 clusters Score -716747.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -716755.625000 Penalty: 4317.926270
	Iteration 35Q: 3 clusters Score -716755.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -716764.875000 Penalty: 4317.926270
	Iteration 36Q: 3 clusters Score -716764.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -716772.750000 Penalty: 4317.926270
	Iteration 37Q: 3 clusters Score -716772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -716782.312500 Penalty: 4317.926270
	Iteration 38Q: 3 clusters Score -716782.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -716787.812500 Penalty: 4317.926270
	Iteration 39Q: 3 clusters Score -716787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -716793.500000 Penalty: 4317.926270
	Iteration 40F: 3 clusters Score -716793.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -716799.125000 Penalty: 4317.926270
	Iteration 41Q: 3 clusters Score -716799.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -716805.312500 Penalty: 4317.926270
	Iteration 42Q: 3 clusters Score -716805.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -716810.250000 Penalty: 4317.926270
	Iteration 43Q: 3 clusters Score -716810.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -716817.687500 Penalty: 4317.926270
	Iteration 44Q: 3 clusters Score -716817.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -716831.375000 Penalty: 4317.926270
	Iteration 45Q: 3 clusters Score -716831.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -716841.062500 Penalty: 4317.926270
	Iteration 46Q: 3 clusters Score -716841.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -716849.125000 Penalty: 4317.926270
	Iteration 47Q: 3 clusters Score -716849.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -716856.312500 Penalty: 4317.926270
	Iteration 48Q: 3 clusters Score -716856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -716859.312500 Penalty: 4317.926270
	Iteration 49Q: 3 clusters Score -716859.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -716864.000000 Penalty: 4317.926270
	Iteration 50Q: 3 clusters Score -716864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -716866.250000 Penalty: 4317.926270
	Iteration 51Q: 3 clusters Score -716866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -716866.250000 Penalty: 4317.926270
	Iteration 52F: 3 clusters Score -716866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -564903.312500 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -564903.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -560540.562500 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -560540.6 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -561545.062500 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -561545.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -561783.312500 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -561783.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -561922.062500 Penalty: 4199.608398
	Iteration 3Q: 3 clusters Score -561922.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -562032.437500 Penalty: 4199.608398
	Iteration 4Q: 3 clusters Score -562032.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -562133.500000 Penalty: 4199.608398
	Iteration 5Q: 3 clusters Score -562133.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -562221.125000 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -562221.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -562283.375000 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -562283.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -562339.750000 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -562339.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -562385.375000 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -562385.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -562431.937500 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -562431.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -562473.062500 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -562473.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -562505.062500 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -562505.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -562536.625000 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -562536.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -562557.125000 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -562557.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -562575.750000 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -562575.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -562593.062500 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -562593.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -562612.437500 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -562612.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -562630.562500 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -562630.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -562648.062500 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -562648.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -562659.250000 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -562659.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -562670.187500 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -562670.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -562681.562500 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -562681.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -562689.312500 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -562689.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -562694.812500 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -562694.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -562701.937500 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -562701.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -562706.875000 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -562706.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -562716.062500 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -562716.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -562728.437500 Penalty: 4199.608398
	Iteration 28Q: 3 clusters Score -562728.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -562737.250000 Penalty: 4199.608398
	Iteration 29Q: 3 clusters Score -562737.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -562753.000000 Penalty: 4199.608398
	Iteration 30Q: 3 clusters Score -562753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -562773.437500 Penalty: 4199.608398
	Iteration 31Q: 3 clusters Score -562773.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -562793.062500 Penalty: 4199.608398
	Iteration 32Q: 3 clusters Score -562793.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -562817.875000 Penalty: 4199.608398
	Iteration 33Q: 3 clusters Score -562817.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -562847.437500 Penalty: 4199.608398
	Iteration 34Q: 3 clusters Score -562847.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -562885.062500 Penalty: 4199.608398
	Iteration 35Q: 3 clusters Score -562885.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -562915.875000 Penalty: 4199.608398
	Iteration 36Q: 3 clusters Score -562915.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -562959.250000 Penalty: 4199.608398
	Iteration 37Q: 3 clusters Score -562959.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -563009.125000 Penalty: 4199.608398
	Iteration 38Q: 3 clusters Score -563009.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -563052.875000 Penalty: 4199.608398
	Iteration 39Q: 3 clusters Score -563052.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -563096.187500 Penalty: 4199.608398
	Iteration 40F: 3 clusters Score -563096.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -563141.625000 Penalty: 4199.608398
	Iteration 41Q: 3 clusters Score -563141.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -563193.375000 Penalty: 4199.608398
	Iteration 42Q: 3 clusters Score -563193.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -563252.437500 Penalty: 4199.608398
	Iteration 43Q: 3 clusters Score -563252.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -563310.250000 Penalty: 4199.608398
	Iteration 44Q: 3 clusters Score -563310.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -563386.375000 Penalty: 4199.608398
	Iteration 45Q: 3 clusters Score -563386.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -563494.187500 Penalty: 4199.608398
	Iteration 46Q: 3 clusters Score -563494.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -563605.937500 Penalty: 4199.608398
	Iteration 47Q: 3 clusters Score -563605.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -563759.500000 Penalty: 4199.608398
	Iteration 48Q: 3 clusters Score -563759.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -563943.750000 Penalty: 4199.608398
	Iteration 49Q: 3 clusters Score -563943.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -564114.437500 Penalty: 4199.608398
	Iteration 50Q: 3 clusters Score -564114.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -564253.937500 Penalty: 4199.608398
	Iteration 51Q: 3 clusters Score -564253.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -564362.500000 Penalty: 4199.608398
	Iteration 52Q: 3 clusters Score -564362.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -564400.375000 Penalty: 4199.608398
	Iteration 53Q: 3 clusters Score -564400.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -564409.500000 Penalty: 4199.608398
	Iteration 54Q: 3 clusters Score -564409.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -564411.875000 Penalty: 4199.608398
	Iteration 55Q: 3 clusters Score -564411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -564413.437500 Penalty: 4199.608398
	Iteration 56Q: 3 clusters Score -564413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -564412.687500 Penalty: 4199.608398
	Iteration 57Q: 3 clusters Score -564412.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -564412.312500 Penalty: 4199.608398
	Iteration 58Q: 3 clusters Score -564412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -564413.375000 Penalty: 4199.608398
	Iteration 59Q: 3 clusters Score -564413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -564418.437500 Penalty: 4199.608398
	Iteration 60F: 3 clusters Score -564418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -564418.062500 Penalty: 4199.608398
	Iteration 61Q: 3 clusters Score -564418.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -564418.062500 Penalty: 4199.608398
	Iteration 62F: 3 clusters Score -564418.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Entering Unmasked Estep 
Score: -769828.250000 Penalty: 2171.735352
	Iteration 0F: 2 clusters Score -769828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -764422.687500 Penalty: 4343.470703
	Iteration 0F: 3 clusters Score -764422.7 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -765783.812500 Penalty: 4343.470703
	Iteration 1F: 3 clusters Score -765783.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -766043.312500 Penalty: 4343.470703
	Iteration 2F: 3 clusters Score -766043.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -766216.125000 Penalty: 4343.470703
	Iteration 3F: 3 clusters Score -766216.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -766352.437500 Penalty: 4343.470703
	Iteration 4Q: 3 clusters Score -766352.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -766462.312500 Penalty: 4343.470703
	Iteration 5Q: 3 clusters Score -766462.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -766591.062500 Penalty: 4343.470703
	Iteration 6Q: 3 clusters Score -766591.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -766722.062500 Penalty: 4343.470703
	Iteration 7Q: 3 clusters Score -766722.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -766873.562500 Penalty: 4343.470703
	Iteration 8Q: 3 clusters Score -766873.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -767019.875000 Penalty: 4343.470703
	Iteration 9Q: 3 clusters Score -767019.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -767169.437500 Penalty: 4343.470703
	Iteration 10Q: 3 clusters Score -767169.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -767282.687500 Penalty: 4343.470703
	Iteration 11Q: 3 clusters Score -767282.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -767390.750000 Penalty: 4343.470703
	Iteration 12Q: 3 clusters Score -767390.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -767478.500000 Penalty: 4343.470703
	Iteration 13Q: 3 clusters Score -767478.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -767552.812500 Penalty: 4343.470703
	Iteration 14Q: 3 clusters Score -767552.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -767608.375000 Penalty: 4343.470703
	Iteration 15Q: 3 clusters Score -767608.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -767656.437500 Penalty: 4343.470703
	Iteration 16Q: 3 clusters Score -767656.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -767694.312500 Penalty: 4343.470703
	Iteration 17Q: 3 clusters Score -767694.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -767719.562500 Penalty: 4343.470703
	Iteration 18Q: 3 clusters Score -767719.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -767748.375000 Penalty: 4343.470703
	Iteration 19Q: 3 clusters Score -767748.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -767775.437500 Penalty: 4343.470703
	Iteration 20F: 3 clusters Score -767775.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -767795.875000 Penalty: 4343.470703
	Iteration 21Q: 3 clusters Score -767795.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -767814.375000 Penalty: 4343.470703
	Iteration 22Q: 3 clusters Score -767814.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -767830.875000 Penalty: 4343.470703
	Iteration 23Q: 3 clusters Score -767830.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -767841.000000 Penalty: 4343.470703
	Iteration 24Q: 3 clusters Score -767841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -767845.937500 Penalty: 4343.470703
	Iteration 25Q: 3 clusters Score -767845.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -767854.687500 Penalty: 4343.470703
	Iteration 26Q: 3 clusters Score -767854.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -767861.750000 Penalty: 4343.470703
	Iteration 27Q: 3 clusters Score -767861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -767862.000000 Penalty: 4343.470703
	Iteration 28Q: 3 clusters Score -767862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -767870.875000 Penalty: 4343.470703
	Iteration 29Q: 3 clusters Score -767870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -767878.062500 Penalty: 4343.470703
	Iteration 30Q: 3 clusters Score -767878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -767881.062500 Penalty: 4343.470703
	Iteration 31Q: 3 clusters Score -767881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -767883.750000 Penalty: 4343.470703
	Iteration 32Q: 3 clusters Score -767883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -767888.562500 Penalty: 4343.470703
	Iteration 33Q: 3 clusters Score -767888.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -767890.437500 Penalty: 4343.470703
	Iteration 34Q: 3 clusters Score -767890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -767893.375000 Penalty: 4343.470703
	Iteration 35Q: 3 clusters Score -767893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -767893.187500 Penalty: 4343.470703
	Iteration 36Q: 3 clusters Score -767893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -767893.437500 Penalty: 4343.470703
	Iteration 37Q: 3 clusters Score -767893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -767892.562500 Penalty: 4343.470703
	Iteration 38Q: 3 clusters Score -767892.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -767892.562500 Penalty: 4343.470703
	Iteration 39F: 3 clusters Score -767892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -183554.406250 Penalty: 1931.167725
	Iteration 0F: 2 clusters Score -183554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -180711.796875 Penalty: 3862.335449
	Iteration 0F: 3 clusters Score -180711.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -181310.250000 Penalty: 3862.335449
	Iteration 1F: 3 clusters Score -181310.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -181465.359375 Penalty: 3862.335449
	Iteration 2F: 3 clusters Score -181465.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -181560.328125 Penalty: 3862.335449
	Iteration 3Q: 3 clusters Score -181560.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -181646.015625 Penalty: 3862.335449
	Iteration 4Q: 3 clusters Score -181646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -181727.890625 Penalty: 3862.335449
	Iteration 5Q: 3 clusters Score -181727.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -181841.296875 Penalty: 3862.335449
	Iteration 6Q: 3 clusters Score -181841.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -181989.593750 Penalty: 3862.335449
	Iteration 7Q: 3 clusters Score -181989.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -182194.187500 Penalty: 3862.335449
	Iteration 8Q: 3 clusters Score -182194.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -182419.296875 Penalty: 3862.335449
	Iteration 9F: 3 clusters Score -182419.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -182561.875000 Penalty: 3862.335449
	Iteration 10F: 3 clusters Score -182561.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -182646.765625 Penalty: 3862.335449
	Iteration 11Q: 3 clusters Score -182646.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -182709.984375 Penalty: 3862.335449
	Iteration 12Q: 3 clusters Score -182710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -182743.968750 Penalty: 3862.335449
	Iteration 13Q: 3 clusters Score -182744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -182760.921875 Penalty: 3862.335449
	Iteration 14Q: 3 clusters Score -182760.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182776.484375 Penalty: 3862.335449
	Iteration 15Q: 3 clusters Score -182776.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182796.656250 Penalty: 3862.335449
	Iteration 16Q: 3 clusters Score -182796.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182820.921875 Penalty: 3862.335449
	Iteration 17Q: 3 clusters Score -182820.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -182839.187500 Penalty: 3862.335449
	Iteration 18Q: 3 clusters Score -182839.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -182856.093750 Penalty: 3862.335449
	Iteration 19Q: 3 clusters Score -182856.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -182869.312500 Penalty: 3862.335449
	Iteration 20F: 3 clusters Score -182869.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -182882.218750 Penalty: 3862.335449
	Iteration 21Q: 3 clusters Score -182882.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -182896.906250 Penalty: 3862.335449
	Iteration 22Q: 3 clusters Score -182896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -182903.828125 Penalty: 3862.335449
	Iteration 23Q: 3 clusters Score -182903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -182909.562500 Penalty: 3862.335449
	Iteration 24Q: 3 clusters Score -182909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -182912.015625 Penalty: 3862.335449
	Iteration 25Q: 3 clusters Score -182912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -182915.468750 Penalty: 3862.335449
	Iteration 26Q: 3 clusters Score -182915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -182917.000000 Penalty: 3862.335449
	Iteration 27Q: 3 clusters Score -182917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -182917.734375 Penalty: 3862.335449
	Iteration 28Q: 3 clusters Score -182917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -182917.734375 Penalty: 3862.335449
	Iteration 29F: 3 clusters Score -182917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Entering Unmasked Estep 
Score: -2220172.500000 Penalty: 2434.034668
	Iteration 0F: 2 clusters Score -2220172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2207098.500000 Penalty: 4868.069336
	Iteration 0F: 3 clusters Score -2207098 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2211428.750000 Penalty: 4868.069336
	Iteration 1F: 3 clusters Score -2211429 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2211758.000000 Penalty: 4868.069336
	Iteration 2Q: 3 clusters Score -2211758 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2212041.500000 Penalty: 4868.069336
	Iteration 3Q: 3 clusters Score -2212042 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2212291.500000 Penalty: 4868.069336
	Iteration 4Q: 3 clusters Score -2212292 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2212539.250000 Penalty: 4868.069336
	Iteration 5Q: 3 clusters Score -2212539 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2212812.500000 Penalty: 4868.069336
	Iteration 6Q: 3 clusters Score -2212812 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2213115.750000 Penalty: 4868.069336
	Iteration 7Q: 3 clusters Score -2213116 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2213436.500000 Penalty: 4868.069336
	Iteration 8Q: 3 clusters Score -2213436 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2213804.750000 Penalty: 4868.069336
	Iteration 9Q: 3 clusters Score -2213805 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2214230.500000 Penalty: 4868.069336
	Iteration 10Q: 3 clusters Score -2214230 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2214627.500000 Penalty: 4868.069336
	Iteration 11Q: 3 clusters Score -2214628 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2214962.250000 Penalty: 4868.069336
	Iteration 12Q: 3 clusters Score -2214962 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2215224.750000 Penalty: 4868.069336
	Iteration 13Q: 3 clusters Score -2215225 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2215424.250000 Penalty: 4868.069336
	Iteration 14Q: 3 clusters Score -2215424 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2215606.500000 Penalty: 4868.069336
	Iteration 15Q: 3 clusters Score -2215606 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2215747.000000 Penalty: 4868.069336
	Iteration 16Q: 3 clusters Score -2215747 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2215873.250000 Penalty: 4868.069336
	Iteration 17Q: 3 clusters Score -2215873 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2215987.250000 Penalty: 4868.069336
	Iteration 18Q: 3 clusters Score -2215987 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2216075.750000 Penalty: 4868.069336
	Iteration 19Q: 3 clusters Score -2216076 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2216151.000000 Penalty: 4868.069336
	Iteration 20F: 3 clusters Score -2216151 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2216207.500000 Penalty: 4868.069336
	Iteration 21Q: 3 clusters Score -2216208 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2216267.500000 Penalty: 4868.069336
	Iteration 22Q: 3 clusters Score -2216268 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2216322.250000 Penalty: 4868.069336
	Iteration 23Q: 3 clusters Score -2216322 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2216378.250000 Penalty: 4868.069336
	Iteration 24Q: 3 clusters Score -2216378 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2216421.000000 Penalty: 4868.069336
	Iteration 25Q: 3 clusters Score -2216421 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2216467.750000 Penalty: 4868.069336
	Iteration 26Q: 3 clusters Score -2216468 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2216521.750000 Penalty: 4868.069336
	Iteration 27Q: 3 clusters Score -2216522 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2216570.750000 Penalty: 4868.069336
	Iteration 28Q: 3 clusters Score -2216571 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2216626.000000 Penalty: 4868.069336
	Iteration 29Q: 3 clusters Score -2216626 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2216665.750000 Penalty: 4868.069336
	Iteration 30Q: 3 clusters Score -2216666 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2216709.750000 Penalty: 4868.069336
	Iteration 31Q: 3 clusters Score -2216710 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2216738.250000 Penalty: 4868.069336
	Iteration 32Q: 3 clusters Score -2216738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2216768.500000 Penalty: 4868.069336
	Iteration 33Q: 3 clusters Score -2216768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2216791.250000 Penalty: 4868.069336
	Iteration 34Q: 3 clusters Score -2216791 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2216815.750000 Penalty: 4868.069336
	Iteration 35Q: 3 clusters Score -2216816 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2216840.500000 Penalty: 4868.069336
	Iteration 36Q: 3 clusters Score -2216840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2216860.250000 Penalty: 4868.069336
	Iteration 37Q: 3 clusters Score -2216860 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2216906.500000 Penalty: 4868.069336
	Iteration 38Q: 3 clusters Score -2216906 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2216939.500000 Penalty: 4868.069336
	Iteration 39Q: 3 clusters Score -2216940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2216985.750000 Penalty: 4868.069336
	Iteration 40F: 3 clusters Score -2216986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2217016.250000 Penalty: 4868.069336
	Iteration 41Q: 3 clusters Score -2217016 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2217060.750000 Penalty: 4868.069336
	Iteration 42Q: 3 clusters Score -2217061 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2217098.750000 Penalty: 4868.069336
	Iteration 43Q: 3 clusters Score -2217099 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2217132.750000 Penalty: 4868.069336
	Iteration 44Q: 3 clusters Score -2217133 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2217172.250000 Penalty: 4868.069336
	Iteration 45Q: 3 clusters Score -2217172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2217222.000000 Penalty: 4868.069336
	Iteration 46Q: 3 clusters Score -2217222 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2217262.750000 Penalty: 4868.069336
	Iteration 47Q: 3 clusters Score -2217263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2217292.000000 Penalty: 4868.069336
	Iteration 48Q: 3 clusters Score -2217292 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2217312.000000 Penalty: 4868.069336
	Iteration 49Q: 3 clusters Score -2217312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2217336.250000 Penalty: 4868.069336
	Iteration 50Q: 3 clusters Score -2217336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2217358.250000 Penalty: 4868.069336
	Iteration 51Q: 3 clusters Score -2217358 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2217372.500000 Penalty: 4868.069336
	Iteration 52Q: 3 clusters Score -2217372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2217388.500000 Penalty: 4868.069336
	Iteration 53Q: 3 clusters Score -2217388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2217417.500000 Penalty: 4868.069336
	Iteration 54Q: 3 clusters Score -2217418 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2217434.750000 Penalty: 4868.069336
	Iteration 55Q: 3 clusters Score -2217435 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2217459.000000 Penalty: 4868.069336
	Iteration 56Q: 3 clusters Score -2217459 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2217476.750000 Penalty: 4868.069336
	Iteration 57Q: 3 clusters Score -2217477 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2217495.500000 Penalty: 4868.069336
	Iteration 58Q: 3 clusters Score -2217496 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2217500.750000 Penalty: 4868.069336
	Iteration 59Q: 3 clusters Score -2217501 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2217515.000000 Penalty: 4868.069336
	Iteration 60F: 3 clusters Score -2217515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2217520.750000 Penalty: 4868.069336
	Iteration 61Q: 3 clusters Score -2217521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2217528.250000 Penalty: 4868.069336
	Iteration 62Q: 3 clusters Score -2217528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2217534.250000 Penalty: 4868.069336
	Iteration 63Q: 3 clusters Score -2217534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2217541.000000 Penalty: 4868.069336
	Iteration 64Q: 3 clusters Score -2217541 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2217557.000000 Penalty: 4868.069336
	Iteration 65Q: 3 clusters Score -2217557 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2217566.000000 Penalty: 4868.069336
	Iteration 66Q: 3 clusters Score -2217566 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2217572.750000 Penalty: 4868.069336
	Iteration 67Q: 3 clusters Score -2217573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2217590.500000 Penalty: 4868.069336
	Iteration 68Q: 3 clusters Score -2217590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2217599.000000 Penalty: 4868.069336
	Iteration 69Q: 3 clusters Score -2217599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2217595.000000 Penalty: 4868.069336
	Iteration 70Q: 3 clusters Score -2217595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2217598.750000 Penalty: 4868.069336
	Iteration 71Q: 3 clusters Score -2217599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2217609.750000 Penalty: 4868.069336
	Iteration 72Q: 3 clusters Score -2217610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2217612.000000 Penalty: 4868.069336
	Iteration 73Q: 3 clusters Score -2217612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2217616.500000 Penalty: 4868.069336
	Iteration 74Q: 3 clusters Score -2217616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2217618.750000 Penalty: 4868.069336
	Iteration 75Q: 3 clusters Score -2217619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -2217624.750000 Penalty: 4868.069336
	Iteration 76Q: 3 clusters Score -2217625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2217625.250000 Penalty: 4868.069336
	Iteration 77Q: 3 clusters Score -2217625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2217634.500000 Penalty: 4868.069336
	Iteration 78Q: 3 clusters Score -2217634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2217635.250000 Penalty: 4868.069336
	Iteration 79Q: 3 clusters Score -2217635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2217635.500000 Penalty: 4868.069336
	Iteration 80F: 3 clusters Score -2217636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2217645.500000 Penalty: 4868.069336
	Iteration 81Q: 3 clusters Score -2217646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2217654.000000 Penalty: 4868.069336
	Iteration 82Q: 3 clusters Score -2217654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2217659.250000 Penalty: 4868.069336
	Iteration 83Q: 3 clusters Score -2217659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2217669.000000 Penalty: 4868.069336
	Iteration 84Q: 3 clusters Score -2217669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -2217669.250000 Penalty: 4868.069336
	Iteration 85Q: 3 clusters Score -2217669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2217662.250000 Penalty: 4868.069336
	Iteration 86Q: 3 clusters Score -2217662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2217670.500000 Penalty: 4868.069336
	Iteration 87Q: 3 clusters Score -2217670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2217677.500000 Penalty: 4868.069336
	Iteration 88Q: 3 clusters Score -2217678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2217676.000000 Penalty: 4868.069336
	Iteration 89Q: 3 clusters Score -2217676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2217684.250000 Penalty: 4868.069336
	Iteration 90Q: 3 clusters Score -2217684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2217687.000000 Penalty: 4868.069336
	Iteration 91Q: 3 clusters Score -2217687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2217695.250000 Penalty: 4868.069336
	Iteration 92Q: 3 clusters Score -2217695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2217694.500000 Penalty: 4868.069336
	Iteration 93Q: 3 clusters Score -2217694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2217699.000000 Penalty: 4868.069336
	Iteration 94Q: 3 clusters Score -2217699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2217704.500000 Penalty: 4868.069336
	Iteration 95Q: 3 clusters Score -2217704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2217704.250000 Penalty: 4868.069336
	Iteration 96Q: 3 clusters Score -2217704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2217702.000000 Penalty: 4868.069336
	Iteration 97Q: 3 clusters Score -2217702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2217707.250000 Penalty: 4868.069336
	Iteration 98Q: 3 clusters Score -2217707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2217708.250000 Penalty: 4868.069336
	Iteration 99Q: 3 clusters Score -2217708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2217707.750000 Penalty: 4868.069336
	Iteration 100F: 3 clusters Score -2217708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2217709.750000 Penalty: 4868.069336
	Iteration 101Q: 3 clusters Score -2217710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2217710.000000 Penalty: 4868.069336
	Iteration 102Q: 3 clusters Score -2217710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2217713.750000 Penalty: 4868.069336
	Iteration 103Q: 3 clusters Score -2217714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2217711.750000 Penalty: 4868.069336
	Iteration 104Q: 3 clusters Score -2217712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2217718.000000 Penalty: 4868.069336
	Iteration 105Q: 3 clusters Score -2217718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2217719.000000 Penalty: 4868.069336
	Iteration 106Q: 3 clusters Score -2217719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2217720.750000 Penalty: 4868.069336
	Iteration 107Q: 3 clusters Score -2217721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2217721.000000 Penalty: 4868.069336
	Iteration 108Q: 3 clusters Score -2217721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2217723.000000 Penalty: 4868.069336
	Iteration 109Q: 3 clusters Score -2217723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2217724.000000 Penalty: 4868.069336
	Iteration 110Q: 3 clusters Score -2217724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2217724.750000 Penalty: 4868.069336
	Iteration 111Q: 3 clusters Score -2217725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2217728.000000 Penalty: 4868.069336
	Iteration 112Q: 3 clusters Score -2217728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2217730.750000 Penalty: 4868.069336
	Iteration 113Q: 3 clusters Score -2217731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2217730.500000 Penalty: 4868.069336
	Iteration 114Q: 3 clusters Score -2217730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2217735.250000 Penalty: 4868.069336
	Iteration 115Q: 3 clusters Score -2217735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2217740.000000 Penalty: 4868.069336
	Iteration 116Q: 3 clusters Score -2217740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2217746.500000 Penalty: 4868.069336
	Iteration 117Q: 3 clusters Score -2217746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2217742.000000 Penalty: 4868.069336
	Iteration 118Q: 3 clusters Score -2217742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2217747.000000 Penalty: 4868.069336
	Iteration 119Q: 3 clusters Score -2217747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2217743.250000 Penalty: 4868.069336
	Iteration 120F: 3 clusters Score -2217743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2217745.250000 Penalty: 4868.069336
	Iteration 121Q: 3 clusters Score -2217745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2217750.250000 Penalty: 4868.069336
	Iteration 122Q: 3 clusters Score -2217750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2217750.750000 Penalty: 4868.069336
	Iteration 123Q: 3 clusters Score -2217751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2217749.500000 Penalty: 4868.069336
	Iteration 124Q: 3 clusters Score -2217750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2217748.250000 Penalty: 4868.069336
	Iteration 125Q: 3 clusters Score -2217748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2217746.000000 Penalty: 4868.069336
	Iteration 126Q: 3 clusters Score -2217746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2217747.250000 Penalty: 4868.069336
	Iteration 127Q: 3 clusters Score -2217747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2217746.250000 Penalty: 4868.069336
	Iteration 128Q: 3 clusters Score -2217746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2217748.500000 Penalty: 4868.069336
	Iteration 129Q: 3 clusters Score -2217748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2217745.750000 Penalty: 4868.069336
	Iteration 130Q: 3 clusters Score -2217746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2217748.250000 Penalty: 4868.069336
	Iteration 131Q: 3 clusters Score -2217748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2217748.250000 Penalty: 4868.069336
	Iteration 132F: 3 clusters Score -2217748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Entering Unmasked Estep 
Score: -1324877.500000 Penalty: 2312.955322
	Iteration 0F: 2 clusters Score -1324878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1316420.875000 Penalty: 4625.910645
	Iteration 0F: 3 clusters Score -1316421 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1319062.125000 Penalty: 4625.910645
	Iteration 1F: 3 clusters Score -1319062 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1319415.875000 Penalty: 4625.910645
	Iteration 2F: 3 clusters Score -1319416 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1319711.875000 Penalty: 4625.910645
	Iteration 3F: 3 clusters Score -1319712 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1319978.750000 Penalty: 4625.910645
	Iteration 4Q: 3 clusters Score -1319979 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1320276.625000 Penalty: 4625.910645
	Iteration 5Q: 3 clusters Score -1320277 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1320637.500000 Penalty: 4625.910645
	Iteration 6Q: 3 clusters Score -1320638 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1321048.500000 Penalty: 4625.910645
	Iteration 7F: 3 clusters Score -1321048 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1321424.375000 Penalty: 4625.910645
	Iteration 8F: 3 clusters Score -1321424 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1321741.000000 Penalty: 4625.910645
	Iteration 9Q: 3 clusters Score -1321741 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1321999.875000 Penalty: 4625.910645
	Iteration 10Q: 3 clusters Score -1322000 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1322180.125000 Penalty: 4625.910645
	Iteration 11Q: 3 clusters Score -1322180 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1322323.375000 Penalty: 4625.910645
	Iteration 12Q: 3 clusters Score -1322323 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1322454.750000 Penalty: 4625.910645
	Iteration 13Q: 3 clusters Score -1322455 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1322572.125000 Penalty: 4625.910645
	Iteration 14Q: 3 clusters Score -1322572 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1322661.750000 Penalty: 4625.910645
	Iteration 15Q: 3 clusters Score -1322662 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1322736.250000 Penalty: 4625.910645
	Iteration 16Q: 3 clusters Score -1322736 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1322782.625000 Penalty: 4625.910645
	Iteration 17Q: 3 clusters Score -1322783 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1322819.875000 Penalty: 4625.910645
	Iteration 18Q: 3 clusters Score -1322820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1322852.375000 Penalty: 4625.910645
	Iteration 19Q: 3 clusters Score -1322852 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1322894.125000 Penalty: 4625.910645
	Iteration 20F: 3 clusters Score -1322894 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1322935.375000 Penalty: 4625.910645
	Iteration 21Q: 3 clusters Score -1322935 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1322972.750000 Penalty: 4625.910645
	Iteration 22Q: 3 clusters Score -1322973 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1323031.375000 Penalty: 4625.910645
	Iteration 23Q: 3 clusters Score -1323031 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1323068.875000 Penalty: 4625.910645
	Iteration 24Q: 3 clusters Score -1323069 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1323112.875000 Penalty: 4625.910645
	Iteration 25Q: 3 clusters Score -1323113 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1323162.625000 Penalty: 4625.910645
	Iteration 26Q: 3 clusters Score -1323163 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1323206.625000 Penalty: 4625.910645
	Iteration 27Q: 3 clusters Score -1323207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1323232.125000 Penalty: 4625.910645
	Iteration 28Q: 3 clusters Score -1323232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1323252.375000 Penalty: 4625.910645
	Iteration 29Q: 3 clusters Score -1323252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1323275.875000 Penalty: 4625.910645
	Iteration 30Q: 3 clusters Score -1323276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1323302.625000 Penalty: 4625.910645
	Iteration 31Q: 3 clusters Score -1323303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1323321.625000 Penalty: 4625.910645
	Iteration 32Q: 3 clusters Score -1323322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1323341.250000 Penalty: 4625.910645
	Iteration 33Q: 3 clusters Score -1323341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1323352.375000 Penalty: 4625.910645
	Iteration 34Q: 3 clusters Score -1323352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1323361.500000 Penalty: 4625.910645
	Iteration 35Q: 3 clusters Score -1323362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1323367.625000 Penalty: 4625.910645
	Iteration 36Q: 3 clusters Score -1323368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1323369.750000 Penalty: 4625.910645
	Iteration 37Q: 3 clusters Score -1323370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1323375.750000 Penalty: 4625.910645
	Iteration 38Q: 3 clusters Score -1323376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1323384.375000 Penalty: 4625.910645
	Iteration 39Q: 3 clusters Score -1323384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1323394.500000 Penalty: 4625.910645
	Iteration 40F: 3 clusters Score -1323394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1323400.125000 Penalty: 4625.910645
	Iteration 41Q: 3 clusters Score -1323400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1323404.875000 Penalty: 4625.910645
	Iteration 42Q: 3 clusters Score -1323405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1323409.625000 Penalty: 4625.910645
	Iteration 43Q: 3 clusters Score -1323410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1323419.000000 Penalty: 4625.910645
	Iteration 44Q: 3 clusters Score -1323419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1323423.875000 Penalty: 4625.910645
	Iteration 45Q: 3 clusters Score -1323424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1323429.375000 Penalty: 4625.910645
	Iteration 46Q: 3 clusters Score -1323429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1323434.500000 Penalty: 4625.910645
	Iteration 47Q: 3 clusters Score -1323434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1323441.250000 Penalty: 4625.910645
	Iteration 48Q: 3 clusters Score -1323441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1323447.750000 Penalty: 4625.910645
	Iteration 49Q: 3 clusters Score -1323448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1323452.500000 Penalty: 4625.910645
	Iteration 50Q: 3 clusters Score -1323452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1323450.500000 Penalty: 4625.910645
	Iteration 51Q: 3 clusters Score -1323450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1323453.125000 Penalty: 4625.910645
	Iteration 52Q: 3 clusters Score -1323453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1323454.625000 Penalty: 4625.910645
	Iteration 53Q: 3 clusters Score -1323455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1323456.125000 Penalty: 4625.910645
	Iteration 54Q: 3 clusters Score -1323456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1323455.625000 Penalty: 4625.910645
	Iteration 55Q: 3 clusters Score -1323456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1323459.000000 Penalty: 4625.910645
	Iteration 56Q: 3 clusters Score -1323459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1323458.500000 Penalty: 4625.910645
	Iteration 57Q: 3 clusters Score -1323458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1323462.500000 Penalty: 4625.910645
	Iteration 58Q: 3 clusters Score -1323462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1323465.000000 Penalty: 4625.910645
	Iteration 59Q: 3 clusters Score -1323465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1323464.500000 Penalty: 4625.910645
	Iteration 60F: 3 clusters Score -1323464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1323467.375000 Penalty: 4625.910645
	Iteration 61Q: 3 clusters Score -1323467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1323468.250000 Penalty: 4625.910645
	Iteration 62Q: 3 clusters Score -1323468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1323469.125000 Penalty: 4625.910645
	Iteration 63Q: 3 clusters Score -1323469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1323468.000000 Penalty: 4625.910645
	Iteration 64Q: 3 clusters Score -1323468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1323471.000000 Penalty: 4625.910645
	Iteration 65Q: 3 clusters Score -1323471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1323471.875000 Penalty: 4625.910645
	Iteration 66Q: 3 clusters Score -1323472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1323473.000000 Penalty: 4625.910645
	Iteration 67Q: 3 clusters Score -1323473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1323470.875000 Penalty: 4625.910645
	Iteration 68Q: 3 clusters Score -1323471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1323473.250000 Penalty: 4625.910645
	Iteration 69Q: 3 clusters Score -1323473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1323478.250000 Penalty: 4625.910645
	Iteration 70Q: 3 clusters Score -1323478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1323477.125000 Penalty: 4625.910645
	Iteration 71Q: 3 clusters Score -1323477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1323476.375000 Penalty: 4625.910645
	Iteration 72Q: 3 clusters Score -1323476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1323481.000000 Penalty: 4625.910645
	Iteration 73Q: 3 clusters Score -1323481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1323481.250000 Penalty: 4625.910645
	Iteration 74Q: 3 clusters Score -1323481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1323479.625000 Penalty: 4625.910645
	Iteration 75Q: 3 clusters Score -1323480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1323480.750000 Penalty: 4625.910645
	Iteration 76Q: 3 clusters Score -1323481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1323480.500000 Penalty: 4625.910645
	Iteration 77Q: 3 clusters Score -1323480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1323479.625000 Penalty: 4625.910645
	Iteration 78Q: 3 clusters Score -1323480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1323478.125000 Penalty: 4625.910645
	Iteration 79Q: 3 clusters Score -1323478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1323481.125000 Penalty: 4625.910645
	Iteration 80F: 3 clusters Score -1323481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1323483.125000 Penalty: 4625.910645
	Iteration 81Q: 3 clusters Score -1323483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1323485.000000 Penalty: 4625.910645
	Iteration 82Q: 3 clusters Score -1323485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1323484.750000 Penalty: 4625.910645
	Iteration 83Q: 3 clusters Score -1323485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1323486.250000 Penalty: 4625.910645
	Iteration 84Q: 3 clusters Score -1323486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1323487.375000 Penalty: 4625.910645
	Iteration 85Q: 3 clusters Score -1323487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1323488.375000 Penalty: 4625.910645
	Iteration 86Q: 3 clusters Score -1323488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1323486.875000 Penalty: 4625.910645
	Iteration 87Q: 3 clusters Score -1323487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1323488.375000 Penalty: 4625.910645
	Iteration 88Q: 3 clusters Score -1323488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1323488.375000 Penalty: 4625.910645
	Iteration 89Q: 3 clusters Score -1323488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1323490.250000 Penalty: 4625.910645
	Iteration 90Q: 3 clusters Score -1323490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1323493.000000 Penalty: 4625.910645
	Iteration 91Q: 3 clusters Score -1323493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1323490.375000 Penalty: 4625.910645
	Iteration 92Q: 3 clusters Score -1323490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1323491.250000 Penalty: 4625.910645
	Iteration 93Q: 3 clusters Score -1323491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1323492.250000 Penalty: 4625.910645
	Iteration 94Q: 3 clusters Score -1323492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1323490.875000 Penalty: 4625.910645
	Iteration 95Q: 3 clusters Score -1323491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1323490.125000 Penalty: 4625.910645
	Iteration 96Q: 3 clusters Score -1323490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1323493.000000 Penalty: 4625.910645
	Iteration 97Q: 3 clusters Score -1323493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1323492.250000 Penalty: 4625.910645
	Iteration 98Q: 3 clusters Score -1323492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1323497.375000 Penalty: 4625.910645
	Iteration 99Q: 3 clusters Score -1323497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1323494.875000 Penalty: 4625.910645
	Iteration 100F: 3 clusters Score -1323495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1323496.250000 Penalty: 4625.910645
	Iteration 101Q: 3 clusters Score -1323496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1323498.375000 Penalty: 4625.910645
	Iteration 102Q: 3 clusters Score -1323498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1323497.125000 Penalty: 4625.910645
	Iteration 103Q: 3 clusters Score -1323497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1323499.875000 Penalty: 4625.910645
	Iteration 104Q: 3 clusters Score -1323500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1323501.625000 Penalty: 4625.910645
	Iteration 105Q: 3 clusters Score -1323502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1323500.625000 Penalty: 4625.910645
	Iteration 106Q: 3 clusters Score -1323501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1323502.875000 Penalty: 4625.910645
	Iteration 107Q: 3 clusters Score -1323503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1323502.750000 Penalty: 4625.910645
	Iteration 108Q: 3 clusters Score -1323503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1323502.750000 Penalty: 4625.910645
	Iteration 109F: 3 clusters Score -1323503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Entering Unmasked Estep 
Score: -1044703.875000 Penalty: 2245.430176
	Iteration 0F: 2 clusters Score -1044704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1037945.875000 Penalty: 4490.860352
	Iteration 0F: 3 clusters Score -1037946 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1039750.562500 Penalty: 4490.860352
	Iteration 1F: 3 clusters Score -1039751 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1040007.312500 Penalty: 4490.860352
	Iteration 2F: 3 clusters Score -1040007 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1040199.687500 Penalty: 4490.860352
	Iteration 3Q: 3 clusters Score -1040200 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1040332.687500 Penalty: 4490.860352
	Iteration 4Q: 3 clusters Score -1040333 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1040429.437500 Penalty: 4490.860352
	Iteration 5Q: 3 clusters Score -1040429 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1040503.562500 Penalty: 4490.860352
	Iteration 6Q: 3 clusters Score -1040504 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1040565.812500 Penalty: 4490.860352
	Iteration 7Q: 3 clusters Score -1040566 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1040626.562500 Penalty: 4490.860352
	Iteration 8Q: 3 clusters Score -1040627 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1040672.625000 Penalty: 4490.860352
	Iteration 9Q: 3 clusters Score -1040673 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1040705.812500 Penalty: 4490.860352
	Iteration 10Q: 3 clusters Score -1040706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1040739.750000 Penalty: 4490.860352
	Iteration 11Q: 3 clusters Score -1040740 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1040772.437500 Penalty: 4490.860352
	Iteration 12Q: 3 clusters Score -1040772 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1040805.187500 Penalty: 4490.860352
	Iteration 13Q: 3 clusters Score -1040805 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1040837.062500 Penalty: 4490.860352
	Iteration 14Q: 3 clusters Score -1040837 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1040877.000000 Penalty: 4490.860352
	Iteration 15Q: 3 clusters Score -1040877 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1040918.187500 Penalty: 4490.860352
	Iteration 16Q: 3 clusters Score -1040918 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1040962.375000 Penalty: 4490.860352
	Iteration 17Q: 3 clusters Score -1040962 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1040997.812500 Penalty: 4490.860352
	Iteration 18Q: 3 clusters Score -1040998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1041031.812500 Penalty: 4490.860352
	Iteration 19Q: 3 clusters Score -1041032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1041074.937500 Penalty: 4490.860352
	Iteration 20F: 3 clusters Score -1041075 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1041120.250000 Penalty: 4490.860352
	Iteration 21Q: 3 clusters Score -1041120 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1041178.937500 Penalty: 4490.860352
	Iteration 22Q: 3 clusters Score -1041179 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1041233.125000 Penalty: 4490.860352
	Iteration 23Q: 3 clusters Score -1041233 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1041294.687500 Penalty: 4490.860352
	Iteration 24Q: 3 clusters Score -1041295 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1041358.500000 Penalty: 4490.860352
	Iteration 25Q: 3 clusters Score -1041358 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1041431.375000 Penalty: 4490.860352
	Iteration 26Q: 3 clusters Score -1041431 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1041502.750000 Penalty: 4490.860352
	Iteration 27Q: 3 clusters Score -1041503 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1041568.625000 Penalty: 4490.860352
	Iteration 28Q: 3 clusters Score -1041569 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1041626.062500 Penalty: 4490.860352
	Iteration 29Q: 3 clusters Score -1041626 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1041680.062500 Penalty: 4490.860352
	Iteration 30Q: 3 clusters Score -1041680 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1041746.250000 Penalty: 4490.860352
	Iteration 31Q: 3 clusters Score -1041746 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1041815.500000 Penalty: 4490.860352
	Iteration 32Q: 3 clusters Score -1041816 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1041878.500000 Penalty: 4490.860352
	Iteration 33Q: 3 clusters Score -1041878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1041945.687500 Penalty: 4490.860352
	Iteration 34Q: 3 clusters Score -1041946 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1042023.875000 Penalty: 4490.860352
	Iteration 35Q: 3 clusters Score -1042024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1042115.750000 Penalty: 4490.860352
	Iteration 36Q: 3 clusters Score -1042116 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1042198.062500 Penalty: 4490.860352
	Iteration 37Q: 3 clusters Score -1042198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1042260.437500 Penalty: 4490.860352
	Iteration 38Q: 3 clusters Score -1042260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1042322.062500 Penalty: 4490.860352
	Iteration 39Q: 3 clusters Score -1042322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1042370.625000 Penalty: 4490.860352
	Iteration 40F: 3 clusters Score -1042371 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1042419.000000 Penalty: 4490.860352
	Iteration 41Q: 3 clusters Score -1042419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1042456.125000 Penalty: 4490.860352
	Iteration 42Q: 3 clusters Score -1042456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1042492.812500 Penalty: 4490.860352
	Iteration 43Q: 3 clusters Score -1042493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1042524.562500 Penalty: 4490.860352
	Iteration 44Q: 3 clusters Score -1042525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1042552.437500 Penalty: 4490.860352
	Iteration 45Q: 3 clusters Score -1042552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1042576.937500 Penalty: 4490.860352
	Iteration 46Q: 3 clusters Score -1042577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1042607.625000 Penalty: 4490.860352
	Iteration 47Q: 3 clusters Score -1042608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1042625.812500 Penalty: 4490.860352
	Iteration 48Q: 3 clusters Score -1042626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1042637.062500 Penalty: 4490.860352
	Iteration 49Q: 3 clusters Score -1042637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1042648.750000 Penalty: 4490.860352
	Iteration 50Q: 3 clusters Score -1042649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1042656.750000 Penalty: 4490.860352
	Iteration 51Q: 3 clusters Score -1042657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1042665.812500 Penalty: 4490.860352
	Iteration 52Q: 3 clusters Score -1042666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1042670.187500 Penalty: 4490.860352
	Iteration 53Q: 3 clusters Score -1042670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1042671.687500 Penalty: 4490.860352
	Iteration 54Q: 3 clusters Score -1042672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1042677.250000 Penalty: 4490.860352
	Iteration 55Q: 3 clusters Score -1042677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1042680.625000 Penalty: 4490.860352
	Iteration 56Q: 3 clusters Score -1042681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1042687.687500 Penalty: 4490.860352
	Iteration 57Q: 3 clusters Score -1042688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1042691.000000 Penalty: 4490.860352
	Iteration 58Q: 3 clusters Score -1042691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1042694.687500 Penalty: 4490.860352
	Iteration 59Q: 3 clusters Score -1042695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1042695.062500 Penalty: 4490.860352
	Iteration 60F: 3 clusters Score -1042695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1042699.625000 Penalty: 4490.860352
	Iteration 61Q: 3 clusters Score -1042700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1042699.125000 Penalty: 4490.860352
	Iteration 62Q: 3 clusters Score -1042699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1042699.125000 Penalty: 4490.860352
	Iteration 63F: 3 clusters Score -1042699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -590643.312500 Penalty: 2104.505371
	Iteration 0F: 2 clusters Score -590643.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -586244.062500 Penalty: 4209.010742
	Iteration 0F: 3 clusters Score -586244.1 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -587273.812500 Penalty: 4209.010742
	Iteration 1F: 3 clusters Score -587273.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -587477.750000 Penalty: 4209.010742
	Iteration 2F: 3 clusters Score -587477.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -587612.625000 Penalty: 4209.010742
	Iteration 3Q: 3 clusters Score -587612.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -587696.250000 Penalty: 4209.010742
	Iteration 4Q: 3 clusters Score -587696.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -587756.250000 Penalty: 4209.010742
	Iteration 5Q: 3 clusters Score -587756.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -587803.875000 Penalty: 4209.010742
	Iteration 6Q: 3 clusters Score -587803.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -587847.562500 Penalty: 4209.010742
	Iteration 7Q: 3 clusters Score -587847.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -587889.312500 Penalty: 4209.010742
	Iteration 8Q: 3 clusters Score -587889.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -587931.125000 Penalty: 4209.010742
	Iteration 9Q: 3 clusters Score -587931.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -587983.250000 Penalty: 4209.010742
	Iteration 10Q: 3 clusters Score -587983.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -588032.937500 Penalty: 4209.010742
	Iteration 11Q: 3 clusters Score -588032.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -588082.562500 Penalty: 4209.010742
	Iteration 12Q: 3 clusters Score -588082.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -588138.625000 Penalty: 4209.010742
	Iteration 13Q: 3 clusters Score -588138.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -588193.812500 Penalty: 4209.010742
	Iteration 14Q: 3 clusters Score -588193.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -588241.312500 Penalty: 4209.010742
	Iteration 15Q: 3 clusters Score -588241.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -588301.250000 Penalty: 4209.010742
	Iteration 16Q: 3 clusters Score -588301.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -588359.937500 Penalty: 4209.010742
	Iteration 17Q: 3 clusters Score -588359.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -588412.500000 Penalty: 4209.010742
	Iteration 18Q: 3 clusters Score -588412.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -588467.687500 Penalty: 4209.010742
	Iteration 19Q: 3 clusters Score -588467.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -588519.312500 Penalty: 4209.010742
	Iteration 20F: 3 clusters Score -588519.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -588569.125000 Penalty: 4209.010742
	Iteration 21Q: 3 clusters Score -588569.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -588612.687500 Penalty: 4209.010742
	Iteration 22Q: 3 clusters Score -588612.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -588650.625000 Penalty: 4209.010742
	Iteration 23Q: 3 clusters Score -588650.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -588683.562500 Penalty: 4209.010742
	Iteration 24Q: 3 clusters Score -588683.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -588712.812500 Penalty: 4209.010742
	Iteration 25Q: 3 clusters Score -588712.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -588732.375000 Penalty: 4209.010742
	Iteration 26Q: 3 clusters Score -588732.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -588746.687500 Penalty: 4209.010742
	Iteration 27Q: 3 clusters Score -588746.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -588760.187500 Penalty: 4209.010742
	Iteration 28Q: 3 clusters Score -588760.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -588780.562500 Penalty: 4209.010742
	Iteration 29Q: 3 clusters Score -588780.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -588800.375000 Penalty: 4209.010742
	Iteration 30Q: 3 clusters Score -588800.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -588811.250000 Penalty: 4209.010742
	Iteration 31Q: 3 clusters Score -588811.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -588821.125000 Penalty: 4209.010742
	Iteration 32Q: 3 clusters Score -588821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -588829.375000 Penalty: 4209.010742
	Iteration 33Q: 3 clusters Score -588829.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -588834.125000 Penalty: 4209.010742
	Iteration 34Q: 3 clusters Score -588834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -588836.312500 Penalty: 4209.010742
	Iteration 35Q: 3 clusters Score -588836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -588841.312500 Penalty: 4209.010742
	Iteration 36Q: 3 clusters Score -588841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -588842.875000 Penalty: 4209.010742
	Iteration 37Q: 3 clusters Score -588842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -588843.187500 Penalty: 4209.010742
	Iteration 38Q: 3 clusters Score -588843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -588844.875000 Penalty: 4209.010742
	Iteration 39Q: 3 clusters Score -588844.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -588846.312500 Penalty: 4209.010742
	Iteration 40F: 3 clusters Score -588846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -588846.625000 Penalty: 4209.010742
	Iteration 41Q: 3 clusters Score -588846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -588846.625000 Penalty: 4209.010742
	Iteration 42F: 3 clusters Score -588846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Entering Unmasked Estep 
Score: -323207.062500 Penalty: 1959.541504
	Iteration 0F: 2 clusters Score -323207.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -320123.406250 Penalty: 3919.083008
	Iteration 0F: 3 clusters Score -320123.4 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -320678.312500 Penalty: 3919.083008
	Iteration 1F: 3 clusters Score -320678.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -320848.031250 Penalty: 3919.083008
	Iteration 2F: 3 clusters Score -320848 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -320960.750000 Penalty: 3919.083008
	Iteration 3F: 3 clusters Score -320960.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -321025.468750 Penalty: 3919.083008
	Iteration 4Q: 3 clusters Score -321025.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -321077.750000 Penalty: 3919.083008
	Iteration 5Q: 3 clusters Score -321077.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -321113.156250 Penalty: 3919.083008
	Iteration 6Q: 3 clusters Score -321113.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -321138.843750 Penalty: 3919.083008
	Iteration 7Q: 3 clusters Score -321138.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -321160.500000 Penalty: 3919.083008
	Iteration 8Q: 3 clusters Score -321160.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -321184.312500 Penalty: 3919.083008
	Iteration 9Q: 3 clusters Score -321184.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -321206.406250 Penalty: 3919.083008
	Iteration 10Q: 3 clusters Score -321206.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -321226.375000 Penalty: 3919.083008
	Iteration 11Q: 3 clusters Score -321226.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -321240.750000 Penalty: 3919.083008
	Iteration 12Q: 3 clusters Score -321240.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -321254.156250 Penalty: 3919.083008
	Iteration 13Q: 3 clusters Score -321254.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -321264.812500 Penalty: 3919.083008
	Iteration 14Q: 3 clusters Score -321264.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -321281.406250 Penalty: 3919.083008
	Iteration 15Q: 3 clusters Score -321281.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -321294.500000 Penalty: 3919.083008
	Iteration 16Q: 3 clusters Score -321294.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -321304.375000 Penalty: 3919.083008
	Iteration 17Q: 3 clusters Score -321304.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -321318.031250 Penalty: 3919.083008
	Iteration 18Q: 3 clusters Score -321318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -321332.000000 Penalty: 3919.083008
	Iteration 19Q: 3 clusters Score -321332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -321338.968750 Penalty: 3919.083008
	Iteration 20F: 3 clusters Score -321339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -321346.750000 Penalty: 3919.083008
	Iteration 21Q: 3 clusters Score -321346.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -321355.875000 Penalty: 3919.083008
	Iteration 22Q: 3 clusters Score -321355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -321368.718750 Penalty: 3919.083008
	Iteration 23Q: 3 clusters Score -321368.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -321378.312500 Penalty: 3919.083008
	Iteration 24Q: 3 clusters Score -321378.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -321391.406250 Penalty: 3919.083008
	Iteration 25Q: 3 clusters Score -321391.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -321400.500000 Penalty: 3919.083008
	Iteration 26Q: 3 clusters Score -321400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -321410.250000 Penalty: 3919.083008
	Iteration 27Q: 3 clusters Score -321410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -321417.562500 Penalty: 3919.083008
	Iteration 28Q: 3 clusters Score -321417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -321422.968750 Penalty: 3919.083008
	Iteration 29Q: 3 clusters Score -321423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -321429.906250 Penalty: 3919.083008
	Iteration 30Q: 3 clusters Score -321429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -321440.406250 Penalty: 3919.083008
	Iteration 31Q: 3 clusters Score -321440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -321452.468750 Penalty: 3919.083008
	Iteration 32Q: 3 clusters Score -321452.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -321462.625000 Penalty: 3919.083008
	Iteration 33Q: 3 clusters Score -321462.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -321471.000000 Penalty: 3919.083008
	Iteration 34Q: 3 clusters Score -321471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -321478.781250 Penalty: 3919.083008
	Iteration 35Q: 3 clusters Score -321478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -321484.500000 Penalty: 3919.083008
	Iteration 36Q: 3 clusters Score -321484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -321489.968750 Penalty: 3919.083008
	Iteration 37Q: 3 clusters Score -321490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -321492.250000 Penalty: 3919.083008
	Iteration 38Q: 3 clusters Score -321492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -321493.468750 Penalty: 3919.083008
	Iteration 39Q: 3 clusters Score -321493.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -321496.281250 Penalty: 3919.083008
	Iteration 40F: 3 clusters Score -321496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -321499.656250 Penalty: 3919.083008
	Iteration 41Q: 3 clusters Score -321499.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -321501.375000 Penalty: 3919.083008
	Iteration 42Q: 3 clusters Score -321501.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -321503.125000 Penalty: 3919.083008
	Iteration 43Q: 3 clusters Score -321503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -321503.437500 Penalty: 3919.083008
	Iteration 44Q: 3 clusters Score -321503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -321503.437500 Penalty: 3919.083008
	Iteration 45F: 3 clusters Score -321503.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Entering Unmasked Estep 
Score: -983061.937500 Penalty: 2234.706299
	Iteration 0F: 2 clusters Score -983061.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -976493.562500 Penalty: 4469.412598
	Iteration 0F: 3 clusters Score -976493.6 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -978390.250000 Penalty: 4469.412598
	Iteration 1F: 3 clusters Score -978390.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -978764.562500 Penalty: 4469.412598
	Iteration 2F: 3 clusters Score -978764.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -979130.437500 Penalty: 4469.412598
	Iteration 3F: 3 clusters Score -979130.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -979434.687500 Penalty: 4469.412598
	Iteration 4F: 3 clusters Score -979434.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -979667.000000 Penalty: 4469.412598
	Iteration 5Q: 3 clusters Score -979667 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -979862.125000 Penalty: 4469.412598
	Iteration 6Q: 3 clusters Score -979862.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -980025.500000 Penalty: 4469.412598
	Iteration 7Q: 3 clusters Score -980025.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -980179.062500 Penalty: 4469.412598
	Iteration 8Q: 3 clusters Score -980179.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -980315.500000 Penalty: 4469.412598
	Iteration 9Q: 3 clusters Score -980315.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -980414.250000 Penalty: 4469.412598
	Iteration 10Q: 3 clusters Score -980414.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -980487.625000 Penalty: 4469.412598
	Iteration 11Q: 3 clusters Score -980487.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -980557.500000 Penalty: 4469.412598
	Iteration 12Q: 3 clusters Score -980557.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -980622.062500 Penalty: 4469.412598
	Iteration 13Q: 3 clusters Score -980622.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -980681.875000 Penalty: 4469.412598
	Iteration 14Q: 3 clusters Score -980681.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -980731.000000 Penalty: 4469.412598
	Iteration 15Q: 3 clusters Score -980731 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -980779.062500 Penalty: 4469.412598
	Iteration 16Q: 3 clusters Score -980779.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -980821.187500 Penalty: 4469.412598
	Iteration 17Q: 3 clusters Score -980821.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -980853.125000 Penalty: 4469.412598
	Iteration 18Q: 3 clusters Score -980853.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -980880.687500 Penalty: 4469.412598
	Iteration 19Q: 3 clusters Score -980880.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -980902.062500 Penalty: 4469.412598
	Iteration 20F: 3 clusters Score -980902.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -980928.562500 Penalty: 4469.412598
	Iteration 21Q: 3 clusters Score -980928.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -980952.250000 Penalty: 4469.412598
	Iteration 22Q: 3 clusters Score -980952.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -980973.312500 Penalty: 4469.412598
	Iteration 23Q: 3 clusters Score -980973.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -980988.750000 Penalty: 4469.412598
	Iteration 24Q: 3 clusters Score -980988.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -981008.687500 Penalty: 4469.412598
	Iteration 25Q: 3 clusters Score -981008.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -981018.937500 Penalty: 4469.412598
	Iteration 26Q: 3 clusters Score -981018.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -981035.375000 Penalty: 4469.412598
	Iteration 27Q: 3 clusters Score -981035.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -981044.812500 Penalty: 4469.412598
	Iteration 28Q: 3 clusters Score -981044.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -981057.687500 Penalty: 4469.412598
	Iteration 29Q: 3 clusters Score -981057.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -981062.562500 Penalty: 4469.412598
	Iteration 30Q: 3 clusters Score -981062.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -981068.312500 Penalty: 4469.412598
	Iteration 31Q: 3 clusters Score -981068.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -981073.250000 Penalty: 4469.412598
	Iteration 32Q: 3 clusters Score -981073.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -981080.500000 Penalty: 4469.412598
	Iteration 33Q: 3 clusters Score -981080.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -981085.187500 Penalty: 4469.412598
	Iteration 34Q: 3 clusters Score -981085.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -981087.187500 Penalty: 4469.412598
	Iteration 35Q: 3 clusters Score -981087.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -981093.812500 Penalty: 4469.412598
	Iteration 36Q: 3 clusters Score -981093.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -981101.312500 Penalty: 4469.412598
	Iteration 37Q: 3 clusters Score -981101.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -981106.375000 Penalty: 4469.412598
	Iteration 38Q: 3 clusters Score -981106.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -981112.875000 Penalty: 4469.412598
	Iteration 39Q: 3 clusters Score -981112.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -981112.562500 Penalty: 4469.412598
	Iteration 40F: 3 clusters Score -981112.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -981116.437500 Penalty: 4469.412598
	Iteration 41Q: 3 clusters Score -981116.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -981120.500000 Penalty: 4469.412598
	Iteration 42Q: 3 clusters Score -981120.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -981123.562500 Penalty: 4469.412598
	Iteration 43Q: 3 clusters Score -981123.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -981129.812500 Penalty: 4469.412598
	Iteration 44Q: 3 clusters Score -981129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -981133.375000 Penalty: 4469.412598
	Iteration 45Q: 3 clusters Score -981133.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -981134.125000 Penalty: 4469.412598
	Iteration 46Q: 3 clusters Score -981134.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -981138.625000 Penalty: 4469.412598
	Iteration 47Q: 3 clusters Score -981138.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -981143.625000 Penalty: 4469.412598
	Iteration 48Q: 3 clusters Score -981143.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -981150.375000 Penalty: 4469.412598
	Iteration 49Q: 3 clusters Score -981150.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -981154.937500 Penalty: 4469.412598
	Iteration 50Q: 3 clusters Score -981154.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -981162.000000 Penalty: 4469.412598
	Iteration 51Q: 3 clusters Score -981162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -981166.625000 Penalty: 4469.412598
	Iteration 52Q: 3 clusters Score -981166.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -981172.750000 Penalty: 4469.412598
	Iteration 53Q: 3 clusters Score -981172.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -981176.687500 Penalty: 4469.412598
	Iteration 54Q: 3 clusters Score -981176.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -981180.000000 Penalty: 4469.412598
	Iteration 55Q: 3 clusters Score -981180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -981186.062500 Penalty: 4469.412598
	Iteration 56Q: 3 clusters Score -981186.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -981192.312500 Penalty: 4469.412598
	Iteration 57Q: 3 clusters Score -981192.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -981192.125000 Penalty: 4469.412598
	Iteration 58Q: 3 clusters Score -981192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -981192.812500 Penalty: 4469.412598
	Iteration 59Q: 3 clusters Score -981192.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -981194.500000 Penalty: 4469.412598
	Iteration 60F: 3 clusters Score -981194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -981195.312500 Penalty: 4469.412598
	Iteration 61Q: 3 clusters Score -981195.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -981196.187500 Penalty: 4469.412598
	Iteration 62Q: 3 clusters Score -981196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -981198.375000 Penalty: 4469.412598
	Iteration 63Q: 3 clusters Score -981198.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -981196.250000 Penalty: 4469.412598
	Iteration 64Q: 3 clusters Score -981196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -981198.562500 Penalty: 4469.412598
	Iteration 65Q: 3 clusters Score -981198.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -981202.625000 Penalty: 4469.412598
	Iteration 66Q: 3 clusters Score -981202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -981203.937500 Penalty: 4469.412598
	Iteration 67Q: 3 clusters Score -981203.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -981204.312500 Penalty: 4469.412598
	Iteration 68Q: 3 clusters Score -981204.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -981207.625000 Penalty: 4469.412598
	Iteration 69Q: 3 clusters Score -981207.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -981211.562500 Penalty: 4469.412598
	Iteration 70Q: 3 clusters Score -981211.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -981211.437500 Penalty: 4469.412598
	Iteration 71Q: 3 clusters Score -981211.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -981216.000000 Penalty: 4469.412598
	Iteration 72Q: 3 clusters Score -981216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -981216.187500 Penalty: 4469.412598
	Iteration 73Q: 3 clusters Score -981216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -981216.125000 Penalty: 4469.412598
	Iteration 74Q: 3 clusters Score -981216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -981218.250000 Penalty: 4469.412598
	Iteration 75Q: 3 clusters Score -981218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -981218.125000 Penalty: 4469.412598
	Iteration 76Q: 3 clusters Score -981218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -981217.500000 Penalty: 4469.412598
	Iteration 77Q: 3 clusters Score -981217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -981218.875000 Penalty: 4469.412598
	Iteration 78Q: 3 clusters Score -981218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -981218.875000 Penalty: 4469.412598
	Iteration 79Q: 3 clusters Score -981218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -981220.750000 Penalty: 4469.412598
	Iteration 80F: 3 clusters Score -981220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -981220.687500 Penalty: 4469.412598
	Iteration 81Q: 3 clusters Score -981220.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -981220.312500 Penalty: 4469.412598
	Iteration 82Q: 3 clusters Score -981220.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -981222.687500 Penalty: 4469.412598
	Iteration 83Q: 3 clusters Score -981222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -981222.687500 Penalty: 4469.412598
	Iteration 84Q: 3 clusters Score -981222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -981222.687500 Penalty: 4469.412598
	Iteration 85F: 3 clusters Score -981222.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -342111.093750 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -342111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -338910.750000 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -338910.8 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -339525.500000 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -339525.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -339632.812500 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -339632.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -339702.625000 Penalty: 3945.368652
	Iteration 3Q: 3 clusters Score -339702.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -339757.687500 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -339757.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -339802.437500 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -339802.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -339844.375000 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -339844.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -339881.250000 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -339881.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -339902.968750 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -339903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -339925.968750 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -339926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -339942.187500 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -339942.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -339956.468750 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -339956.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -339968.125000 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -339968.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -339977.218750 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -339977.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -339987.218750 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -339987.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -340000.281250 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -340000.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -340015.375000 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -340015.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -340029.250000 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -340029.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -340040.156250 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -340040.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -340049.343750 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -340049.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -340060.218750 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -340060.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -340069.468750 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -340069.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -340081.031250 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -340081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -340088.718750 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -340088.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -340095.968750 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -340096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -340100.281250 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -340100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -340105.687500 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -340105.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -340117.625000 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -340117.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -340126.187500 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -340126.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -340132.406250 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -340132.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -340135.968750 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -340136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -340142.000000 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -340142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -340146.843750 Penalty: 3945.368652
	Iteration 32Q: 3 clusters Score -340146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -340149.750000 Penalty: 3945.368652
	Iteration 33Q: 3 clusters Score -340149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -340151.343750 Penalty: 3945.368652
	Iteration 34Q: 3 clusters Score -340151.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -340152.875000 Penalty: 3945.368652
	Iteration 35Q: 3 clusters Score -340152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -340152.656250 Penalty: 3945.368652
	Iteration 36Q: 3 clusters Score -340152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -340153.156250 Penalty: 3945.368652
	Iteration 37Q: 3 clusters Score -340153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -340154.593750 Penalty: 3945.368652
	Iteration 38Q: 3 clusters Score -340154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -340155.750000 Penalty: 3945.368652
	Iteration 39Q: 3 clusters Score -340155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -340156.718750 Penalty: 3945.368652
	Iteration 40F: 3 clusters Score -340156.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -340157.968750 Penalty: 3945.368652
	Iteration 41Q: 3 clusters Score -340158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -340157.968750 Penalty: 3945.368652
	Iteration 42F: 3 clusters Score -340158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -535616.062500 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -535616.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -531466.187500 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -531466.2 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -532418.375000 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -532418.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -532647.750000 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -532647.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -532796.750000 Penalty: 4161.122070
	Iteration 3F: 3 clusters Score -532796.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -532917.812500 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -532917.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -533011.187500 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -533011.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -533086.812500 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -533086.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -533167.437500 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -533167.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -533237.000000 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -533237 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -533303.312500 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -533303.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -533358.625000 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -533358.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -533409.562500 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -533409.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -533450.062500 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -533450.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -533488.812500 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -533488.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -533530.625000 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -533530.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -533580.937500 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -533580.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -533642.125000 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -533642.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -533696.562500 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -533696.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -533741.687500 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -533741.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -533784.625000 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -533784.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -533829.375000 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -533829.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -533868.437500 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -533868.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -533892.250000 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -533892.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -533913.187500 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -533913.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -533935.312500 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -533935.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -533958.125000 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -533958.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -533973.687500 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -533973.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -533984.750000 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -533984.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -533994.625000 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -533994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -534003.375000 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -534003.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -534011.062500 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -534011.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -534017.125000 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -534017.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -534021.062500 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -534021.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -534024.000000 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -534024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -534027.375000 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -534027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -534028.062500 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -534028.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -534035.750000 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -534035.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -534041.875000 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -534041.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -534046.312500 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -534046.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -534048.625000 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -534048.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -534053.625000 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -534053.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -534058.437500 Penalty: 4161.122070
	Iteration 41Q: 3 clusters Score -534058.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -534065.250000 Penalty: 4161.122070
	Iteration 42Q: 3 clusters Score -534065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -534070.687500 Penalty: 4161.122070
	Iteration 43Q: 3 clusters Score -534070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -534075.562500 Penalty: 4161.122070
	Iteration 44Q: 3 clusters Score -534075.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -534082.125000 Penalty: 4161.122070
	Iteration 45Q: 3 clusters Score -534082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -534087.437500 Penalty: 4161.122070
	Iteration 46Q: 3 clusters Score -534087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -534091.250000 Penalty: 4161.122070
	Iteration 47Q: 3 clusters Score -534091.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -534095.625000 Penalty: 4161.122070
	Iteration 48Q: 3 clusters Score -534095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -534097.312500 Penalty: 4161.122070
	Iteration 49Q: 3 clusters Score -534097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -534099.625000 Penalty: 4161.122070
	Iteration 50Q: 3 clusters Score -534099.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -534099.000000 Penalty: 4161.122070
	Iteration 51Q: 3 clusters Score -534099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -534101.312500 Penalty: 4161.122070
	Iteration 52Q: 3 clusters Score -534101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -534102.937500 Penalty: 4161.122070
	Iteration 53Q: 3 clusters Score -534102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -534104.312500 Penalty: 4161.122070
	Iteration 54Q: 3 clusters Score -534104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -534104.312500 Penalty: 4161.122070
	Iteration 55F: 3 clusters Score -534104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Entering Unmasked Estep 
Score: -675828.875000 Penalty: 2139.259766
	Iteration 0F: 2 clusters Score -675828.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -670938.812500 Penalty: 4278.519531
	Iteration 0F: 3 clusters Score -670938.8 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -672173.000000 Penalty: 4278.519531
	Iteration 1F: 3 clusters Score -672173 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -672475.437500 Penalty: 4278.519531
	Iteration 2F: 3 clusters Score -672475.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -672659.062500 Penalty: 4278.519531
	Iteration 3F: 3 clusters Score -672659.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -672777.062500 Penalty: 4278.519531
	Iteration 4Q: 3 clusters Score -672777.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -672849.437500 Penalty: 4278.519531
	Iteration 5Q: 3 clusters Score -672849.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -672911.000000 Penalty: 4278.519531
	Iteration 6Q: 3 clusters Score -672911 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -672955.812500 Penalty: 4278.519531
	Iteration 7Q: 3 clusters Score -672955.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -672992.500000 Penalty: 4278.519531
	Iteration 8Q: 3 clusters Score -672992.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -673027.812500 Penalty: 4278.519531
	Iteration 9Q: 3 clusters Score -673027.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -673051.000000 Penalty: 4278.519531
	Iteration 10Q: 3 clusters Score -673051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -673066.625000 Penalty: 4278.519531
	Iteration 11Q: 3 clusters Score -673066.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -673079.437500 Penalty: 4278.519531
	Iteration 12Q: 3 clusters Score -673079.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -673086.750000 Penalty: 4278.519531
	Iteration 13Q: 3 clusters Score -673086.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -673096.250000 Penalty: 4278.519531
	Iteration 14Q: 3 clusters Score -673096.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -673102.187500 Penalty: 4278.519531
	Iteration 15Q: 3 clusters Score -673102.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -673109.187500 Penalty: 4278.519531
	Iteration 16Q: 3 clusters Score -673109.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -673115.812500 Penalty: 4278.519531
	Iteration 17Q: 3 clusters Score -673115.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -673121.062500 Penalty: 4278.519531
	Iteration 18Q: 3 clusters Score -673121.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -673125.437500 Penalty: 4278.519531
	Iteration 19Q: 3 clusters Score -673125.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -673128.250000 Penalty: 4278.519531
	Iteration 20F: 3 clusters Score -673128.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -673132.312500 Penalty: 4278.519531
	Iteration 21Q: 3 clusters Score -673132.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -673138.562500 Penalty: 4278.519531
	Iteration 22Q: 3 clusters Score -673138.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -673144.500000 Penalty: 4278.519531
	Iteration 23Q: 3 clusters Score -673144.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -673157.687500 Penalty: 4278.519531
	Iteration 24Q: 3 clusters Score -673157.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -673168.750000 Penalty: 4278.519531
	Iteration 25Q: 3 clusters Score -673168.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -673178.187500 Penalty: 4278.519531
	Iteration 26Q: 3 clusters Score -673178.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -673188.812500 Penalty: 4278.519531
	Iteration 27Q: 3 clusters Score -673188.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -673198.562500 Penalty: 4278.519531
	Iteration 28Q: 3 clusters Score -673198.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -673208.812500 Penalty: 4278.519531
	Iteration 29Q: 3 clusters Score -673208.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -673216.812500 Penalty: 4278.519531
	Iteration 30Q: 3 clusters Score -673216.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -673225.875000 Penalty: 4278.519531
	Iteration 31Q: 3 clusters Score -673225.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -673234.375000 Penalty: 4278.519531
	Iteration 32Q: 3 clusters Score -673234.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -673241.875000 Penalty: 4278.519531
	Iteration 33Q: 3 clusters Score -673241.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -673246.687500 Penalty: 4278.519531
	Iteration 34Q: 3 clusters Score -673246.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -673253.312500 Penalty: 4278.519531
	Iteration 35Q: 3 clusters Score -673253.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -673256.312500 Penalty: 4278.519531
	Iteration 36Q: 3 clusters Score -673256.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -673260.625000 Penalty: 4278.519531
	Iteration 37Q: 3 clusters Score -673260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -673263.687500 Penalty: 4278.519531
	Iteration 38Q: 3 clusters Score -673263.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -673267.187500 Penalty: 4278.519531
	Iteration 39Q: 3 clusters Score -673267.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -673271.562500 Penalty: 4278.519531
	Iteration 40F: 3 clusters Score -673271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -673272.937500 Penalty: 4278.519531
	Iteration 41Q: 3 clusters Score -673272.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -673275.687500 Penalty: 4278.519531
	Iteration 42Q: 3 clusters Score -673275.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -673277.812500 Penalty: 4278.519531
	Iteration 43Q: 3 clusters Score -673277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -673281.250000 Penalty: 4278.519531
	Iteration 44Q: 3 clusters Score -673281.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -673287.062500 Penalty: 4278.519531
	Iteration 45Q: 3 clusters Score -673287.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -673290.062500 Penalty: 4278.519531
	Iteration 46Q: 3 clusters Score -673290.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -673293.187500 Penalty: 4278.519531
	Iteration 47Q: 3 clusters Score -673293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -673294.687500 Penalty: 4278.519531
	Iteration 48Q: 3 clusters Score -673294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -673298.000000 Penalty: 4278.519531
	Iteration 49Q: 3 clusters Score -673298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -673298.437500 Penalty: 4278.519531
	Iteration 50Q: 3 clusters Score -673298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -673299.875000 Penalty: 4278.519531
	Iteration 51Q: 3 clusters Score -673299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -673302.937500 Penalty: 4278.519531
	Iteration 52Q: 3 clusters Score -673302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -673302.875000 Penalty: 4278.519531
	Iteration 53Q: 3 clusters Score -673302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -673305.562500 Penalty: 4278.519531
	Iteration 54Q: 3 clusters Score -673305.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -673306.625000 Penalty: 4278.519531
	Iteration 55Q: 3 clusters Score -673306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -673306.187500 Penalty: 4278.519531
	Iteration 56Q: 3 clusters Score -673306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -673306.875000 Penalty: 4278.519531
	Iteration 57Q: 3 clusters Score -673306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -673307.125000 Penalty: 4278.519531
	Iteration 58Q: 3 clusters Score -673307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -673307.500000 Penalty: 4278.519531
	Iteration 59Q: 3 clusters Score -673307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -673307.312500 Penalty: 4278.519531
	Iteration 60F: 3 clusters Score -673307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -673307.250000 Penalty: 4278.519531
	Iteration 61Q: 3 clusters Score -673307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -673307.750000 Penalty: 4278.519531
	Iteration 62Q: 3 clusters Score -673307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -673307.750000 Penalty: 4278.519531
	Iteration 63F: 3 clusters Score -673307.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Entering Unmasked Estep 
Score: -546738.937500 Penalty: 2086.630127
	Iteration 0F: 2 clusters Score -546738.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -542513.312500 Penalty: 4173.260254
	Iteration 0F: 3 clusters Score -542513.3 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -543463.687500 Penalty: 4173.260254
	Iteration 1F: 3 clusters Score -543463.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -543678.125000 Penalty: 4173.260254
	Iteration 2F: 3 clusters Score -543678.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -543806.625000 Penalty: 4173.260254
	Iteration 3Q: 3 clusters Score -543806.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -543905.062500 Penalty: 4173.260254
	Iteration 4Q: 3 clusters Score -543905.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -543958.500000 Penalty: 4173.260254
	Iteration 5Q: 3 clusters Score -543958.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -543991.312500 Penalty: 4173.260254
	Iteration 6Q: 3 clusters Score -543991.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -544012.062500 Penalty: 4173.260254
	Iteration 7Q: 3 clusters Score -544012.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -544025.125000 Penalty: 4173.260254
	Iteration 8Q: 3 clusters Score -544025.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -544036.250000 Penalty: 4173.260254
	Iteration 9Q: 3 clusters Score -544036.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -544045.437500 Penalty: 4173.260254
	Iteration 10Q: 3 clusters Score -544045.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -544059.375000 Penalty: 4173.260254
	Iteration 11Q: 3 clusters Score -544059.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -544067.937500 Penalty: 4173.260254
	Iteration 12Q: 3 clusters Score -544067.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -544076.625000 Penalty: 4173.260254
	Iteration 13Q: 3 clusters Score -544076.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -544086.812500 Penalty: 4173.260254
	Iteration 14Q: 3 clusters Score -544086.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -544095.187500 Penalty: 4173.260254
	Iteration 15Q: 3 clusters Score -544095.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -544100.687500 Penalty: 4173.260254
	Iteration 16Q: 3 clusters Score -544100.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -544109.312500 Penalty: 4173.260254
	Iteration 17Q: 3 clusters Score -544109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -544116.625000 Penalty: 4173.260254
	Iteration 18Q: 3 clusters Score -544116.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -544122.062500 Penalty: 4173.260254
	Iteration 19Q: 3 clusters Score -544122.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -544126.062500 Penalty: 4173.260254
	Iteration 20F: 3 clusters Score -544126.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -544131.375000 Penalty: 4173.260254
	Iteration 21Q: 3 clusters Score -544131.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -544134.250000 Penalty: 4173.260254
	Iteration 22Q: 3 clusters Score -544134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -544136.437500 Penalty: 4173.260254
	Iteration 23Q: 3 clusters Score -544136.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -544140.000000 Penalty: 4173.260254
	Iteration 24Q: 3 clusters Score -544140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -544142.812500 Penalty: 4173.260254
	Iteration 25Q: 3 clusters Score -544142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -544145.750000 Penalty: 4173.260254
	Iteration 26Q: 3 clusters Score -544145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -544150.375000 Penalty: 4173.260254
	Iteration 27Q: 3 clusters Score -544150.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -544157.312500 Penalty: 4173.260254
	Iteration 28Q: 3 clusters Score -544157.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -544160.312500 Penalty: 4173.260254
	Iteration 29Q: 3 clusters Score -544160.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -544163.750000 Penalty: 4173.260254
	Iteration 30Q: 3 clusters Score -544163.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -544168.000000 Penalty: 4173.260254
	Iteration 31Q: 3 clusters Score -544168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -544171.312500 Penalty: 4173.260254
	Iteration 32Q: 3 clusters Score -544171.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -544174.125000 Penalty: 4173.260254
	Iteration 33Q: 3 clusters Score -544174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -544176.562500 Penalty: 4173.260254
	Iteration 34Q: 3 clusters Score -544176.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -544181.062500 Penalty: 4173.260254
	Iteration 35Q: 3 clusters Score -544181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -544182.375000 Penalty: 4173.260254
	Iteration 36Q: 3 clusters Score -544182.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -544189.062500 Penalty: 4173.260254
	Iteration 37Q: 3 clusters Score -544189.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -544194.312500 Penalty: 4173.260254
	Iteration 38Q: 3 clusters Score -544194.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -544201.687500 Penalty: 4173.260254
	Iteration 39Q: 3 clusters Score -544201.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -544210.562500 Penalty: 4173.260254
	Iteration 40F: 3 clusters Score -544210.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -544221.312500 Penalty: 4173.260254
	Iteration 41Q: 3 clusters Score -544221.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -544233.250000 Penalty: 4173.260254
	Iteration 42Q: 3 clusters Score -544233.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -544245.812500 Penalty: 4173.260254
	Iteration 43Q: 3 clusters Score -544245.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -544254.125000 Penalty: 4173.260254
	Iteration 44Q: 3 clusters Score -544254.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -544265.250000 Penalty: 4173.260254
	Iteration 45Q: 3 clusters Score -544265.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -544279.250000 Penalty: 4173.260254
	Iteration 46Q: 3 clusters Score -544279.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -544290.437500 Penalty: 4173.260254
	Iteration 47Q: 3 clusters Score -544290.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -544298.812500 Penalty: 4173.260254
	Iteration 48Q: 3 clusters Score -544298.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -544307.500000 Penalty: 4173.260254
	Iteration 49Q: 3 clusters Score -544307.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -544314.937500 Penalty: 4173.260254
	Iteration 50Q: 3 clusters Score -544314.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -544321.625000 Penalty: 4173.260254
	Iteration 51Q: 3 clusters Score -544321.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -544330.250000 Penalty: 4173.260254
	Iteration 52Q: 3 clusters Score -544330.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -544339.250000 Penalty: 4173.260254
	Iteration 53Q: 3 clusters Score -544339.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -544351.375000 Penalty: 4173.260254
	Iteration 54Q: 3 clusters Score -544351.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -544359.687500 Penalty: 4173.260254
	Iteration 55Q: 3 clusters Score -544359.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -544367.062500 Penalty: 4173.260254
	Iteration 56Q: 3 clusters Score -544367.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -544377.750000 Penalty: 4173.260254
	Iteration 57Q: 3 clusters Score -544377.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -544392.187500 Penalty: 4173.260254
	Iteration 58Q: 3 clusters Score -544392.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -544408.937500 Penalty: 4173.260254
	Iteration 59Q: 3 clusters Score -544408.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -544421.125000 Penalty: 4173.260254
	Iteration 60F: 3 clusters Score -544421.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -544434.312500 Penalty: 4173.260254
	Iteration 61Q: 3 clusters Score -544434.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -544448.312500 Penalty: 4173.260254
	Iteration 62Q: 3 clusters Score -544448.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -544465.750000 Penalty: 4173.260254
	Iteration 63Q: 3 clusters Score -544465.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -544493.250000 Penalty: 4173.260254
	Iteration 64Q: 3 clusters Score -544493.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -544520.125000 Penalty: 4173.260254
	Iteration 65Q: 3 clusters Score -544520.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -544544.062500 Penalty: 4173.260254
	Iteration 66Q: 3 clusters Score -544544.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -544575.500000 Penalty: 4173.260254
	Iteration 67Q: 3 clusters Score -544575.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -544600.375000 Penalty: 4173.260254
	Iteration 68Q: 3 clusters Score -544600.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -544625.500000 Penalty: 4173.260254
	Iteration 69Q: 3 clusters Score -544625.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -544649.250000 Penalty: 4173.260254
	Iteration 70Q: 3 clusters Score -544649.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -544673.000000 Penalty: 4173.260254
	Iteration 71Q: 3 clusters Score -544673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -544686.375000 Penalty: 4173.260254
	Iteration 72Q: 3 clusters Score -544686.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -544707.187500 Penalty: 4173.260254
	Iteration 73Q: 3 clusters Score -544707.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -544730.312500 Penalty: 4173.260254
	Iteration 74Q: 3 clusters Score -544730.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -544751.250000 Penalty: 4173.260254
	Iteration 75Q: 3 clusters Score -544751.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -544763.625000 Penalty: 4173.260254
	Iteration 76Q: 3 clusters Score -544763.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -544779.625000 Penalty: 4173.260254
	Iteration 77Q: 3 clusters Score -544779.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -544791.562500 Penalty: 4173.260254
	Iteration 78Q: 3 clusters Score -544791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -544796.187500 Penalty: 4173.260254
	Iteration 79Q: 3 clusters Score -544796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -544797.187500 Penalty: 4173.260254
	Iteration 80F: 3 clusters Score -544797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -544799.312500 Penalty: 4173.260254
	Iteration 81Q: 3 clusters Score -544799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -544800.375000 Penalty: 4173.260254
	Iteration 82Q: 3 clusters Score -544800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -544800.250000 Penalty: 4173.260254
	Iteration 83Q: 3 clusters Score -544800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -544800.937500 Penalty: 4173.260254
	Iteration 84Q: 3 clusters Score -544800.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -544800.937500 Penalty: 4173.260254
	Iteration 85F: 3 clusters Score -544800.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 13279 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2905 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 9573 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 13233 members 
Mstep: Class 12 contains 8123 members 
Mstep: Class 13 contains 25178 members 
Mstep: Class 14 contains 28797 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13747 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 13356 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 4755 members 
Mstep: Class 24 contains 6355 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 18300 members 
Mstep: Class 27 contains 11231 members 
Mstep: Class 28 contains 8554 members 
Mstep: Class 29 contains 4846 members 
Mstep: Class 30 contains 2701 members 
Mstep: Class 31 contains 8192 members 
Mstep: Class 32 contains 2848 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5575 members 
Mstep: Class 35 contains 4509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709744.000000 Penalty: 113205.929688
Iteration 159Q: 37 clusters Score -3.570974e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 13275 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 7849 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 9547 members 
Mstep: Class 10 contains 4578 members 
Mstep: Class 11 contains 13232 members 
Mstep: Class 12 contains 8154 members 
Mstep: Class 13 contains 25559 members 
Mstep: Class 14 contains 28917 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13746 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 13353 members 
Mstep: Class 20 contains 14955 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 6100 members 
Mstep: Class 23 contains 4756 members 
Mstep: Class 24 contains 6356 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 18350 members 
Mstep: Class 27 contains 11254 members 
Mstep: Class 28 contains 8658 members 
Mstep: Class 29 contains 4852 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8214 members 
Mstep: Class 32 contains 2843 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5587 members 
Mstep: Class 35 contains 4509 members 
Mstep: Class 36 contains 26730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710468.000000 Penalty: 113205.929688
Iteration 160F: 37 clusters Score -3.571047e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 13263 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2914 members 
Mstep: Class 5 contains 7861 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 9566 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 13232 members 
Mstep: Class 12 contains 8161 members 
Mstep: Class 13 contains 25499 members 
Mstep: Class 14 contains 28609 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13743 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 13360 members 
Mstep: Class 20 contains 14955 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 6075 members 
Mstep: Class 23 contains 4757 members 
Mstep: Class 24 contains 6329 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 18187 members 
Mstep: Class 27 contains 11118 members 
Mstep: Class 28 contains 8662 members 
Mstep: Class 29 contains 4854 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8166 members 
Mstep: Class 32 contains 2843 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5532 members 
Mstep: Class 35 contains 4508 members 
Mstep: Class 36 contains 27536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710716.000000 Penalty: 113205.929688
Iteration 161Q: 37 clusters Score -3.571072e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 13247 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 7868 members 
Mstep: Class 6 contains 6553 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 9688 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 13227 members 
Mstep: Class 12 contains 8172 members 
Mstep: Class 13 contains 25478 members 
Mstep: Class 14 contains 28472 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13742 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 19 contains 13355 members 
Mstep: Class 20 contains 14953 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 4758 members 
Mstep: Class 24 contains 6318 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 18012 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 8648 members 
Mstep: Class 29 contains 4855 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8132 members 
Mstep: Class 32 contains 2841 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5483 members 
Mstep: Class 35 contains 4508 members 
Mstep: Class 36 contains 27991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710884.000000 Penalty: 113205.929688
Iteration 162Q: 37 clusters Score -3.571088e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 13237 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 7879 members 
Mstep: Class 6 contains 6558 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 9814 members 
Mstep: Class 10 contains 4523 members 
Mstep: Class 11 contains 13223 members 
Mstep: Class 12 contains 8187 members 
Mstep: Class 13 contains 25472 members 
Mstep: Class 14 contains 28352 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13736 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 19 contains 13352 members 
Mstep: Class 20 contains 14949 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 6037 members 
Mstep: Class 23 contains 4759 members 
Mstep: Class 24 contains 6318 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 17880 members 
Mstep: Class 27 contains 10921 members 
Mstep: Class 28 contains 8623 members 
Mstep: Class 29 contains 4855 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8118 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5445 members 
Mstep: Class 35 contains 4506 members 
Mstep: Class 36 contains 28307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711068.000000 Penalty: 113205.929688
Iteration 163Q: 37 clusters Score -3.571107e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 13228 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2911 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7151 members 
Mstep: Class 9 contains 9920 members 
Mstep: Class 10 contains 4515 members 
Mstep: Class 11 contains 13220 members 
Mstep: Class 12 contains 8198 members 
Mstep: Class 13 contains 25476 members 
Mstep: Class 14 contains 28247 members 
Mstep: Class 15 contains 6216 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 13739 members 
Mstep: Class 18 contains 1608 members 
Mstep: Class 19 contains 13350 members 
Mstep: Class 20 contains 14949 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 6026 members 
Mstep: Class 23 contains 4760 members 
Mstep: Class 24 contains 6324 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 17756 members 
Mstep: Class 27 contains 10847 members 
Mstep: Class 28 contains 8591 members 
Mstep: Class 29 contains 4855 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8122 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5408 members 
Mstep: Class 35 contains 4505 members 
Mstep: Class 36 contains 28556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711096.000000 Penalty: 113205.929688
Iteration 164Q: 37 clusters Score -3.57111e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 13223 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7150 members 
Mstep: Class 9 contains 10013 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 11 contains 13212 members 
Mstep: Class 12 contains 8217 members 
Mstep: Class 13 contains 25470 members 
Mstep: Class 14 contains 28157 members 
Mstep: Class 15 contains 6217 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 13743 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 13348 members 
Mstep: Class 20 contains 14947 members 
Mstep: Class 21 contains 3175 members 
Mstep: Class 22 contains 6017 members 
Mstep: Class 23 contains 4762 members 
Mstep: Class 24 contains 6329 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 17652 members 
Mstep: Class 27 contains 10785 members 
Mstep: Class 28 contains 8566 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8138 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5370 members 
Mstep: Class 35 contains 4504 members 
Mstep: Class 36 contains 28742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711236.000000 Penalty: 113205.929688
Iteration 165Q: 37 clusters Score -3.571124e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7149 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 13198 members 
Mstep: Class 12 contains 8230 members 
Mstep: Class 13 contains 25472 members 
Mstep: Class 14 contains 28072 members 
Mstep: Class 15 contains 6219 members 
Mstep: Class 16 contains 5608 members 
Mstep: Class 17 contains 13744 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 20 contains 14947 members 
Mstep: Class 21 contains 3174 members 
Mstep: Class 22 contains 6012 members 
Mstep: Class 23 contains 4765 members 
Mstep: Class 24 contains 6343 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 17558 members 
Mstep: Class 27 contains 10719 members 
Mstep: Class 28 contains 8537 members 
Mstep: Class 29 contains 4856 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8158 members 
Mstep: Class 32 contains 2840 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5338 members 
Mstep: Class 35 contains 4503 members 
Mstep: Class 36 contains 28918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711232.000000 Penalty: 113205.929688
Iteration 166Q: 37 clusters Score -3.571123e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13219 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 7934 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7148 members 
Mstep: Class 9 contains 10161 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 11 contains 13183 members 
Mstep: Class 12 contains 8246 members 
Mstep: Class 13 contains 25471 members 
Mstep: Class 14 contains 27998 members 
Mstep: Class 15 contains 6223 members 
Mstep: Class 16 contains 5608 members 
Mstep: Class 17 contains 13747 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 20 contains 14946 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 5993 members 
Mstep: Class 23 contains 4763 members 
Mstep: Class 24 contains 6346 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 17482 members 
Mstep: Class 27 contains 10665 members 
Mstep: Class 28 contains 8517 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8177 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5313 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711268.000000 Penalty: 113205.929688
Iteration 167Q: 37 clusters Score -3.571127e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 13220 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2915 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 6570 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 10219 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 13169 members 
Mstep: Class 12 contains 8259 members 
Mstep: Class 13 contains 25473 members 
Mstep: Class 14 contains 27923 members 
Mstep: Class 15 contains 6225 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 13751 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 13345 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 5985 members 
Mstep: Class 23 contains 4766 members 
Mstep: Class 24 contains 6355 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 17431 members 
Mstep: Class 27 contains 10623 members 
Mstep: Class 28 contains 8496 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8191 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5286 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 29195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711316.000000 Penalty: 113205.929688
Iteration 168Q: 37 clusters Score -3.571132e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 13217 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2915 members 
Mstep: Class 5 contains 7989 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7148 members 
Mstep: Class 9 contains 10280 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 13151 members 
Mstep: Class 12 contains 8268 members 
Mstep: Class 13 contains 25470 members 
Mstep: Class 14 contains 27871 members 
Mstep: Class 15 contains 6227 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13754 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 13343 members 
Mstep: Class 20 contains 14942 members 
Mstep: Class 21 contains 3170 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 4768 members 
Mstep: Class 24 contains 6360 members 
Mstep: Class 25 contains 2409 members 
Mstep: Class 26 contains 17379 members 
Mstep: Class 27 contains 10581 members 
Mstep: Class 28 contains 8478 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8201 members 
Mstep: Class 32 contains 2837 members 
Mstep: Class 33 contains 4400 members 
Mstep: Class 34 contains 5267 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 29289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711360.000000 Penalty: 113205.929688
Iteration 169Q: 37 clusters Score -3.571136e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 13213 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 2915 members 
Mstep: Class 5 contains 8005 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 4193 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 11 contains 13141 members 
Mstep: Class 12 contains 8272 members 
Mstep: Class 13 contains 25469 members 
Mstep: Class 14 contains 27830 members 
Mstep: Class 15 contains 6229 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 13755 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 13339 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3170 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 4771 members 
Mstep: Class 24 contains 6368 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17346 members 
Mstep: Class 27 contains 10542 members 
Mstep: Class 28 contains 8469 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8212 members 
Mstep: Class 32 contains 2837 members 
Mstep: Class 33 contains 4401 members 
Mstep: Class 34 contains 5245 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 29352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711388.000000 Penalty: 113205.929688
Iteration 170Q: 37 clusters Score -3.571139e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 13209 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 2914 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 4195 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 13124 members 
Mstep: Class 12 contains 8281 members 
Mstep: Class 13 contains 25488 members 
Mstep: Class 14 contains 27793 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 5608 members 
Mstep: Class 17 contains 13758 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 13336 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5968 members 
Mstep: Class 23 contains 4772 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17310 members 
Mstep: Class 27 contains 10504 members 
Mstep: Class 28 contains 8463 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8223 members 
Mstep: Class 32 contains 2837 members 
Mstep: Class 33 contains 4401 members 
Mstep: Class 34 contains 5222 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 29405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711420.000000 Penalty: 113205.929688
Iteration 171Q: 37 clusters Score -3.571142e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 13204 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 2914 members 
Mstep: Class 5 contains 8061 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 4196 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 10407 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 13110 members 
Mstep: Class 12 contains 8287 members 
Mstep: Class 13 contains 25497 members 
Mstep: Class 14 contains 27760 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 13761 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 13328 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5967 members 
Mstep: Class 23 contains 4773 members 
Mstep: Class 24 contains 6371 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17271 members 
Mstep: Class 27 contains 10481 members 
Mstep: Class 28 contains 8463 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8228 members 
Mstep: Class 32 contains 2837 members 
Mstep: Class 33 contains 4402 members 
Mstep: Class 34 contains 5205 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 29449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711456.000000 Penalty: 113205.929688
Iteration 172Q: 37 clusters Score -3.571146e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 13200 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 2914 members 
Mstep: Class 5 contains 8088 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 4198 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 10446 members 
Mstep: Class 10 contains 4511 members 
Mstep: Class 11 contains 13092 members 
Mstep: Class 12 contains 8289 members 
Mstep: Class 13 contains 25506 members 
Mstep: Class 14 contains 27715 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13766 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 13323 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5962 members 
Mstep: Class 23 contains 4774 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17242 members 
Mstep: Class 27 contains 10459 members 
Mstep: Class 28 contains 8461 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8234 members 
Mstep: Class 32 contains 2837 members 
Mstep: Class 33 contains 4403 members 
Mstep: Class 34 contains 5191 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 29493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711556.000000 Penalty: 113205.929688
Iteration 173Q: 37 clusters Score -3.571156e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 13201 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8104 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 4200 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 10483 members 
Mstep: Class 10 contains 4511 members 
Mstep: Class 11 contains 13076 members 
Mstep: Class 12 contains 8288 members 
Mstep: Class 13 contains 25513 members 
Mstep: Class 14 contains 27688 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 5604 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 13319 members 
Mstep: Class 20 contains 14944 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5953 members 
Mstep: Class 23 contains 4777 members 
Mstep: Class 24 contains 6376 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 17221 members 
Mstep: Class 27 contains 10438 members 
Mstep: Class 28 contains 8459 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8238 members 
Mstep: Class 32 contains 2837 members 
Mstep: Class 33 contains 4403 members 
Mstep: Class 34 contains 5180 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 29529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711588.000000 Penalty: 113205.929688
Iteration 174Q: 37 clusters Score -3.571159e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13202 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8126 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 4202 members 
Mstep: Class 8 contains 7146 members 
Mstep: Class 9 contains 10516 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 13062 members 
Mstep: Class 12 contains 8287 members 
Mstep: Class 13 contains 25517 members 
Mstep: Class 14 contains 27669 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5944 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 6376 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 17206 members 
Mstep: Class 27 contains 10418 members 
Mstep: Class 28 contains 8460 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8239 members 
Mstep: Class 32 contains 2837 members 
Mstep: Class 33 contains 4404 members 
Mstep: Class 34 contains 5168 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 29558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711676.000000 Penalty: 113205.929688
Iteration 175Q: 37 clusters Score -3.571168e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13201 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8137 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 7145 members 
Mstep: Class 9 contains 10537 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 13049 members 
Mstep: Class 12 contains 8286 members 
Mstep: Class 13 contains 25534 members 
Mstep: Class 14 contains 27653 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 13766 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 13323 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 4781 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 17191 members 
Mstep: Class 27 contains 10412 members 
Mstep: Class 28 contains 8457 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8235 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4407 members 
Mstep: Class 34 contains 5152 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 29585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711636.000000 Penalty: 113205.929688
Iteration 176Q: 37 clusters Score -3.571164e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 13201 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8147 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 7145 members 
Mstep: Class 9 contains 10563 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 13043 members 
Mstep: Class 12 contains 8288 members 
Mstep: Class 13 contains 25550 members 
Mstep: Class 14 contains 27621 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 13318 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5930 members 
Mstep: Class 23 contains 4784 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 17176 members 
Mstep: Class 27 contains 10403 members 
Mstep: Class 28 contains 8457 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8234 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5139 members 
Mstep: Class 35 contains 4501 members 
Mstep: Class 36 contains 29613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711576.000000 Penalty: 113205.929688
Iteration 177Q: 37 clusters Score -3.571158e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 13205 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8150 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 7145 members 
Mstep: Class 9 contains 10584 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 13038 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 25556 members 
Mstep: Class 14 contains 27591 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 13766 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 14943 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 4788 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 17166 members 
Mstep: Class 27 contains 10397 members 
Mstep: Class 28 contains 8453 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8238 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5130 members 
Mstep: Class 35 contains 4501 members 
Mstep: Class 36 contains 29643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711588.000000 Penalty: 113205.929688
Iteration 178Q: 37 clusters Score -3.571159e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13209 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8158 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 4203 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 10606 members 
Mstep: Class 10 contains 4509 members 
Mstep: Class 11 contains 13034 members 
Mstep: Class 12 contains 8290 members 
Mstep: Class 13 contains 25564 members 
Mstep: Class 14 contains 27576 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 13765 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 13312 members 
Mstep: Class 20 contains 14942 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5918 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 17154 members 
Mstep: Class 27 contains 10388 members 
Mstep: Class 28 contains 8451 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8238 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5126 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711580.000000 Penalty: 113205.929688
Iteration 179Q: 37 clusters Score -3.571158e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8166 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 4204 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 10625 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 13028 members 
Mstep: Class 12 contains 8290 members 
Mstep: Class 13 contains 25565 members 
Mstep: Class 14 contains 27563 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5604 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14942 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 4790 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 17145 members 
Mstep: Class 27 contains 10379 members 
Mstep: Class 28 contains 8447 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8243 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5121 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711644.000000 Penalty: 113205.929688
Iteration 180F: 37 clusters Score -3.571164e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13206 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8171 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 4205 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 10636 members 
Mstep: Class 10 contains 4509 members 
Mstep: Class 11 contains 13021 members 
Mstep: Class 12 contains 8293 members 
Mstep: Class 13 contains 25568 members 
Mstep: Class 14 contains 27552 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 13312 members 
Mstep: Class 20 contains 14941 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 17139 members 
Mstep: Class 27 contains 10373 members 
Mstep: Class 28 contains 8443 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8246 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5117 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711676.000000 Penalty: 113205.929688
Iteration 181Q: 37 clusters Score -3.571168e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13204 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8180 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 10642 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 13020 members 
Mstep: Class 12 contains 8296 members 
Mstep: Class 13 contains 25570 members 
Mstep: Class 14 contains 27541 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14940 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 17130 members 
Mstep: Class 27 contains 10368 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8246 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5113 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711596.000000 Penalty: 113205.929688
Iteration 182Q: 37 clusters Score -3.57116e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13204 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 4507 members 
Mstep: Class 11 contains 13015 members 
Mstep: Class 12 contains 8298 members 
Mstep: Class 13 contains 25566 members 
Mstep: Class 14 contains 27529 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 13310 members 
Mstep: Class 20 contains 14938 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5906 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17126 members 
Mstep: Class 27 contains 10358 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8248 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5108 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711632.000000 Penalty: 113205.929688
Iteration 183Q: 37 clusters Score -3.571163e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13203 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8210 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 4204 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 10 contains 4507 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 8297 members 
Mstep: Class 13 contains 25564 members 
Mstep: Class 14 contains 27518 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14937 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17119 members 
Mstep: Class 27 contains 10351 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8252 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5104 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711660.000000 Penalty: 113205.929688
Iteration 184Q: 37 clusters Score -3.571166e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13203 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 4205 members 
Mstep: Class 8 contains 7140 members 
Mstep: Class 9 contains 10660 members 
Mstep: Class 10 contains 4505 members 
Mstep: Class 11 contains 12989 members 
Mstep: Class 12 contains 8296 members 
Mstep: Class 13 contains 25565 members 
Mstep: Class 14 contains 27506 members 
Mstep: Class 15 contains 6234 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14936 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17111 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 8438 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8255 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5100 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711752.000000 Penalty: 113205.929688
Iteration 185Q: 37 clusters Score -3.571175e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13203 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8260 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 4506 members 
Mstep: Class 11 contains 12980 members 
Mstep: Class 12 contains 8297 members 
Mstep: Class 13 contains 25568 members 
Mstep: Class 14 contains 27493 members 
Mstep: Class 15 contains 6234 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 13310 members 
Mstep: Class 20 contains 14936 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 4794 members 
Mstep: Class 24 contains 6370 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17102 members 
Mstep: Class 27 contains 10337 members 
Mstep: Class 28 contains 8437 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8257 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5094 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711720.000000 Penalty: 113205.929688
Iteration 186Q: 37 clusters Score -3.571172e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13202 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8284 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 12968 members 
Mstep: Class 12 contains 8299 members 
Mstep: Class 13 contains 25571 members 
Mstep: Class 14 contains 27480 members 
Mstep: Class 15 contains 6234 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 13767 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 14936 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17094 members 
Mstep: Class 27 contains 10333 members 
Mstep: Class 28 contains 8433 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8260 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5092 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711724.000000 Penalty: 113205.929688
Iteration 187Q: 37 clusters Score -3.571172e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13203 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2911 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 10675 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 12956 members 
Mstep: Class 12 contains 8301 members 
Mstep: Class 13 contains 25574 members 
Mstep: Class 14 contains 27469 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 14936 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17083 members 
Mstep: Class 27 contains 10324 members 
Mstep: Class 28 contains 8432 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8259 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5086 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711728.000000 Penalty: 113205.929688
Iteration 188Q: 37 clusters Score -3.571173e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13205 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2911 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7138 members 
Mstep: Class 9 contains 10679 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 12940 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 25574 members 
Mstep: Class 14 contains 27459 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 13768 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 14935 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17066 members 
Mstep: Class 27 contains 10316 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8261 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5082 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711736.000000 Penalty: 113205.929688
Iteration 189Q: 37 clusters Score -3.571174e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 12924 members 
Mstep: Class 12 contains 8304 members 
Mstep: Class 13 contains 25574 members 
Mstep: Class 14 contains 27449 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 13769 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14934 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17052 members 
Mstep: Class 27 contains 10307 members 
Mstep: Class 28 contains 8428 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8264 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5078 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711800.000000 Penalty: 113205.929688
Iteration 190Q: 37 clusters Score -3.57118e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13206 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 10686 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 12915 members 
Mstep: Class 12 contains 8305 members 
Mstep: Class 13 contains 25577 members 
Mstep: Class 14 contains 27442 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 13771 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 14931 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4792 members 
Mstep: Class 24 contains 6374 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17036 members 
Mstep: Class 27 contains 10302 members 
Mstep: Class 28 contains 8428 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8264 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5076 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711808.000000 Penalty: 113205.929688
Iteration 191Q: 37 clusters Score -3.571181e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13206 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8398 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 10688 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 12905 members 
Mstep: Class 12 contains 8307 members 
Mstep: Class 13 contains 25577 members 
Mstep: Class 14 contains 27441 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 13773 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 14931 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4793 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17018 members 
Mstep: Class 27 contains 10285 members 
Mstep: Class 28 contains 8428 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8264 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5071 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711828.000000 Penalty: 113205.929688
Iteration 192Q: 37 clusters Score -3.571183e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13204 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8422 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 10692 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 12891 members 
Mstep: Class 12 contains 8307 members 
Mstep: Class 13 contains 25578 members 
Mstep: Class 14 contains 27427 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13306 members 
Mstep: Class 20 contains 14930 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4793 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 17007 members 
Mstep: Class 27 contains 10277 members 
Mstep: Class 28 contains 8427 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8270 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5065 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711816.000000 Penalty: 113205.929688
Iteration 193Q: 37 clusters Score -3.571182e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 13200 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8445 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 10696 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 12879 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 25582 members 
Mstep: Class 14 contains 27417 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13304 members 
Mstep: Class 20 contains 14929 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4794 members 
Mstep: Class 24 contains 6371 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16998 members 
Mstep: Class 27 contains 10267 members 
Mstep: Class 28 contains 8427 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8276 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5056 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711872.000000 Penalty: 113205.929688
Iteration 194Q: 37 clusters Score -3.571187e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 13199 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8469 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 4208 members 
Mstep: Class 8 contains 7134 members 
Mstep: Class 9 contains 10704 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 12864 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 25586 members 
Mstep: Class 14 contains 27405 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13304 members 
Mstep: Class 20 contains 14929 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4797 members 
Mstep: Class 24 contains 6371 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16988 members 
Mstep: Class 27 contains 10256 members 
Mstep: Class 28 contains 8427 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8278 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711896.000000 Penalty: 113205.929688
Iteration 195Q: 37 clusters Score -3.57119e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 13196 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2912 members 
Mstep: Class 5 contains 8491 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7133 members 
Mstep: Class 9 contains 10710 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 12852 members 
Mstep: Class 12 contains 8318 members 
Mstep: Class 13 contains 25588 members 
Mstep: Class 14 contains 27399 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13304 members 
Mstep: Class 20 contains 14929 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4798 members 
Mstep: Class 24 contains 6371 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16977 members 
Mstep: Class 27 contains 10248 members 
Mstep: Class 28 contains 8427 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8281 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4409 members 
Mstep: Class 34 contains 5030 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 29981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711916.000000 Penalty: 113205.929688
Iteration 196Q: 37 clusters Score -3.571192e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 13195 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8514 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 10713 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 12840 members 
Mstep: Class 12 contains 8323 members 
Mstep: Class 13 contains 25585 members 
Mstep: Class 14 contains 27387 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 13775 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4798 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16966 members 
Mstep: Class 27 contains 10235 members 
Mstep: Class 28 contains 8425 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8287 members 
Mstep: Class 32 contains 2839 members 
Mstep: Class 33 contains 4410 members 
Mstep: Class 34 contains 5024 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 30001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711876.000000 Penalty: 113205.929688
Iteration 197Q: 37 clusters Score -3.571188e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 13195 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8534 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 12829 members 
Mstep: Class 12 contains 8327 members 
Mstep: Class 13 contains 25586 members 
Mstep: Class 14 contains 27373 members 
Mstep: Class 15 contains 6230 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16961 members 
Mstep: Class 27 contains 10226 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8293 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4411 members 
Mstep: Class 34 contains 5011 members 
Mstep: Class 35 contains 4502 members 
Mstep: Class 36 contains 30013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711864.000000 Penalty: 113205.929688
Iteration 198Q: 37 clusters Score -3.571186e+07 nChanged 86
Entering ConstructFrom: 
Score: -35711864.000000 Penalty: 113205.929688
Entering ConstructFrom: 
Trying to split cluster 1 (11297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Entering Unmasked Estep 
Score: -1355930.625000 Penalty: 2314.408447
	Iteration 0F: 2 clusters Score -1355931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1347498.375000 Penalty: 4628.816895
	Iteration 0F: 3 clusters Score -1347498 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1350125.000000 Penalty: 4628.816895
	Iteration 1F: 3 clusters Score -1350125 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1350472.000000 Penalty: 4628.816895
	Iteration 2F: 3 clusters Score -1350472 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1350760.875000 Penalty: 4628.816895
	Iteration 3F: 3 clusters Score -1350761 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1351070.250000 Penalty: 4628.816895
	Iteration 4Q: 3 clusters Score -1351070 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1351387.500000 Penalty: 4628.816895
	Iteration 5Q: 3 clusters Score -1351388 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1351793.250000 Penalty: 4628.816895
	Iteration 6Q: 3 clusters Score -1351793 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1352108.875000 Penalty: 4628.816895
	Iteration 7Q: 3 clusters Score -1352109 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1352325.000000 Penalty: 4628.816895
	Iteration 8Q: 3 clusters Score -1352325 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1352498.750000 Penalty: 4628.816895
	Iteration 9Q: 3 clusters Score -1352499 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1352648.625000 Penalty: 4628.816895
	Iteration 10Q: 3 clusters Score -1352649 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1352788.875000 Penalty: 4628.816895
	Iteration 11Q: 3 clusters Score -1352789 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1352939.250000 Penalty: 4628.816895
	Iteration 12Q: 3 clusters Score -1352939 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1353087.750000 Penalty: 4628.816895
	Iteration 13Q: 3 clusters Score -1353088 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1353250.750000 Penalty: 4628.816895
	Iteration 14Q: 3 clusters Score -1353251 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1353390.500000 Penalty: 4628.816895
	Iteration 15Q: 3 clusters Score -1353390 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1353523.000000 Penalty: 4628.816895
	Iteration 16Q: 3 clusters Score -1353523 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1353651.625000 Penalty: 4628.816895
	Iteration 17Q: 3 clusters Score -1353652 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1353774.250000 Penalty: 4628.816895
	Iteration 18Q: 3 clusters Score -1353774 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1353910.750000 Penalty: 4628.816895
	Iteration 19Q: 3 clusters Score -1353911 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1354101.000000 Penalty: 4628.816895
	Iteration 20F: 3 clusters Score -1354101 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1354306.750000 Penalty: 4628.816895
	Iteration 21Q: 3 clusters Score -1354307 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1354529.875000 Penalty: 4628.816895
	Iteration 22Q: 3 clusters Score -1354530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1354742.750000 Penalty: 4628.816895
	Iteration 23Q: 3 clusters Score -1354743 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1354904.375000 Penalty: 4628.816895
	Iteration 24Q: 3 clusters Score -1354904 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1355009.625000 Penalty: 4628.816895
	Iteration 25Q: 3 clusters Score -1355010 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1355101.125000 Penalty: 4628.816895
	Iteration 26Q: 3 clusters Score -1355101 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1355174.875000 Penalty: 4628.816895
	Iteration 27Q: 3 clusters Score -1355175 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1355246.500000 Penalty: 4628.816895
	Iteration 28Q: 3 clusters Score -1355246 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1355308.625000 Penalty: 4628.816895
	Iteration 29Q: 3 clusters Score -1355309 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1355379.375000 Penalty: 4628.816895
	Iteration 30Q: 3 clusters Score -1355379 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1355444.875000 Penalty: 4628.816895
	Iteration 31Q: 3 clusters Score -1355445 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1355504.625000 Penalty: 4628.816895
	Iteration 32Q: 3 clusters Score -1355505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1355568.875000 Penalty: 4628.816895
	Iteration 33Q: 3 clusters Score -1355569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1355643.750000 Penalty: 4628.816895
	Iteration 34Q: 3 clusters Score -1355644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1355676.250000 Penalty: 4628.816895
	Iteration 35Q: 3 clusters Score -1355676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1355700.375000 Penalty: 4628.816895
	Iteration 36Q: 3 clusters Score -1355700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1355715.500000 Penalty: 4628.816895
	Iteration 37Q: 3 clusters Score -1355716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1355730.000000 Penalty: 4628.816895
	Iteration 38Q: 3 clusters Score -1355730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1355736.500000 Penalty: 4628.816895
	Iteration 39Q: 3 clusters Score -1355736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1355736.625000 Penalty: 4628.816895
	Iteration 40F: 3 clusters Score -1355737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1355737.625000 Penalty: 4628.816895
	Iteration 41Q: 3 clusters Score -1355738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1355742.250000 Penalty: 4628.816895
	Iteration 42Q: 3 clusters Score -1355742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1355746.750000 Penalty: 4628.816895
	Iteration 43Q: 3 clusters Score -1355747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1355749.875000 Penalty: 4628.816895
	Iteration 44Q: 3 clusters Score -1355750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1355747.875000 Penalty: 4628.816895
	Iteration 45Q: 3 clusters Score -1355748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1355748.750000 Penalty: 4628.816895
	Iteration 46Q: 3 clusters Score -1355749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1355750.750000 Penalty: 4628.816895
	Iteration 47Q: 3 clusters Score -1355751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1355751.500000 Penalty: 4628.816895
	Iteration 48Q: 3 clusters Score -1355752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1355751.500000 Penalty: 4628.816895
	Iteration 49F: 3 clusters Score -1355752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Entering Unmasked Estep 
Score: -1442718.375000 Penalty: 2352.904297
	Iteration 0F: 2 clusters Score -1442718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1433091.750000 Penalty: 4705.808594
	Iteration 0F: 3 clusters Score -1433092 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1436075.125000 Penalty: 4705.808594
	Iteration 1F: 3 clusters Score -1436075 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1436566.125000 Penalty: 4705.808594
	Iteration 2F: 3 clusters Score -1436566 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1436993.375000 Penalty: 4705.808594
	Iteration 3F: 3 clusters Score -1436993 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1437386.875000 Penalty: 4705.808594
	Iteration 4F: 3 clusters Score -1437387 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1437698.875000 Penalty: 4705.808594
	Iteration 5Q: 3 clusters Score -1437699 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1437966.125000 Penalty: 4705.808594
	Iteration 6Q: 3 clusters Score -1437966 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1438232.000000 Penalty: 4705.808594
	Iteration 7Q: 3 clusters Score -1438232 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1438466.625000 Penalty: 4705.808594
	Iteration 8Q: 3 clusters Score -1438467 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1438666.125000 Penalty: 4705.808594
	Iteration 9Q: 3 clusters Score -1438666 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1438851.000000 Penalty: 4705.808594
	Iteration 10Q: 3 clusters Score -1438851 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1439014.125000 Penalty: 4705.808594
	Iteration 11Q: 3 clusters Score -1439014 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1439147.375000 Penalty: 4705.808594
	Iteration 12Q: 3 clusters Score -1439147 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1439254.875000 Penalty: 4705.808594
	Iteration 13Q: 3 clusters Score -1439255 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1439367.250000 Penalty: 4705.808594
	Iteration 14Q: 3 clusters Score -1439367 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1439461.625000 Penalty: 4705.808594
	Iteration 15Q: 3 clusters Score -1439462 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1439544.500000 Penalty: 4705.808594
	Iteration 16Q: 3 clusters Score -1439544 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1439620.250000 Penalty: 4705.808594
	Iteration 17Q: 3 clusters Score -1439620 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1439680.000000 Penalty: 4705.808594
	Iteration 18Q: 3 clusters Score -1439680 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1439723.375000 Penalty: 4705.808594
	Iteration 19Q: 3 clusters Score -1439723 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1439760.875000 Penalty: 4705.808594
	Iteration 20F: 3 clusters Score -1439761 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1439782.125000 Penalty: 4705.808594
	Iteration 21Q: 3 clusters Score -1439782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1439807.125000 Penalty: 4705.808594
	Iteration 22Q: 3 clusters Score -1439807 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1439819.375000 Penalty: 4705.808594
	Iteration 23Q: 3 clusters Score -1439819 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1439827.000000 Penalty: 4705.808594
	Iteration 24Q: 3 clusters Score -1439827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1439842.375000 Penalty: 4705.808594
	Iteration 25Q: 3 clusters Score -1439842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1439846.000000 Penalty: 4705.808594
	Iteration 26Q: 3 clusters Score -1439846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1439854.375000 Penalty: 4705.808594
	Iteration 27Q: 3 clusters Score -1439854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1439862.625000 Penalty: 4705.808594
	Iteration 28Q: 3 clusters Score -1439863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1439865.875000 Penalty: 4705.808594
	Iteration 29Q: 3 clusters Score -1439866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1439869.375000 Penalty: 4705.808594
	Iteration 30Q: 3 clusters Score -1439869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1439870.875000 Penalty: 4705.808594
	Iteration 31Q: 3 clusters Score -1439871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1439870.125000 Penalty: 4705.808594
	Iteration 32Q: 3 clusters Score -1439870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1439875.250000 Penalty: 4705.808594
	Iteration 33Q: 3 clusters Score -1439875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1439876.125000 Penalty: 4705.808594
	Iteration 34Q: 3 clusters Score -1439876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1439874.875000 Penalty: 4705.808594
	Iteration 35Q: 3 clusters Score -1439875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1439875.750000 Penalty: 4705.808594
	Iteration 36Q: 3 clusters Score -1439876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1439877.125000 Penalty: 4705.808594
	Iteration 37Q: 3 clusters Score -1439877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1439881.250000 Penalty: 4705.808594
	Iteration 38Q: 3 clusters Score -1439881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1439880.250000 Penalty: 4705.808594
	Iteration 39Q: 3 clusters Score -1439880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1439882.625000 Penalty: 4705.808594
	Iteration 40F: 3 clusters Score -1439883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1439881.625000 Penalty: 4705.808594
	Iteration 41Q: 3 clusters Score -1439882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1439883.125000 Penalty: 4705.808594
	Iteration 42Q: 3 clusters Score -1439883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1439889.250000 Penalty: 4705.808594
	Iteration 43Q: 3 clusters Score -1439889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1439895.750000 Penalty: 4705.808594
	Iteration 44Q: 3 clusters Score -1439896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1439890.375000 Penalty: 4705.808594
	Iteration 45Q: 3 clusters Score -1439890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1439891.500000 Penalty: 4705.808594
	Iteration 46Q: 3 clusters Score -1439892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1439896.250000 Penalty: 4705.808594
	Iteration 47Q: 3 clusters Score -1439896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1439897.875000 Penalty: 4705.808594
	Iteration 48Q: 3 clusters Score -1439898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1439894.250000 Penalty: 4705.808594
	Iteration 49Q: 3 clusters Score -1439894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1439897.875000 Penalty: 4705.808594
	Iteration 50Q: 3 clusters Score -1439898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1439901.750000 Penalty: 4705.808594
	Iteration 51Q: 3 clusters Score -1439902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1439907.875000 Penalty: 4705.808594
	Iteration 52Q: 3 clusters Score -1439908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1439904.750000 Penalty: 4705.808594
	Iteration 53Q: 3 clusters Score -1439905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1439911.500000 Penalty: 4705.808594
	Iteration 54Q: 3 clusters Score -1439912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1439913.000000 Penalty: 4705.808594
	Iteration 55Q: 3 clusters Score -1439913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1439914.375000 Penalty: 4705.808594
	Iteration 56Q: 3 clusters Score -1439914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1439915.500000 Penalty: 4705.808594
	Iteration 57Q: 3 clusters Score -1439916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1439917.750000 Penalty: 4705.808594
	Iteration 58Q: 3 clusters Score -1439918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1439921.375000 Penalty: 4705.808594
	Iteration 59Q: 3 clusters Score -1439921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1439919.000000 Penalty: 4705.808594
	Iteration 60F: 3 clusters Score -1439919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1439921.750000 Penalty: 4705.808594
	Iteration 61Q: 3 clusters Score -1439922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1439923.500000 Penalty: 4705.808594
	Iteration 62Q: 3 clusters Score -1439924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1439925.875000 Penalty: 4705.808594
	Iteration 63Q: 3 clusters Score -1439926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1439924.500000 Penalty: 4705.808594
	Iteration 64Q: 3 clusters Score -1439924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1439924.250000 Penalty: 4705.808594
	Iteration 65Q: 3 clusters Score -1439924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1439925.375000 Penalty: 4705.808594
	Iteration 66Q: 3 clusters Score -1439925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1439927.500000 Penalty: 4705.808594
	Iteration 67Q: 3 clusters Score -1439928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1439927.250000 Penalty: 4705.808594
	Iteration 68Q: 3 clusters Score -1439927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1439926.500000 Penalty: 4705.808594
	Iteration 69Q: 3 clusters Score -1439926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1439931.750000 Penalty: 4705.808594
	Iteration 70Q: 3 clusters Score -1439932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1439930.875000 Penalty: 4705.808594
	Iteration 71Q: 3 clusters Score -1439931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1439929.625000 Penalty: 4705.808594
	Iteration 72Q: 3 clusters Score -1439930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1439929.625000 Penalty: 4705.808594
	Iteration 73F: 3 clusters Score -1439930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Entering Unmasked Estep 
Score: -199719.718750 Penalty: 1843.255981
	Iteration 0F: 2 clusters Score -199719.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197260.578125 Penalty: 3686.511963
	Iteration 0F: 3 clusters Score -197260.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -197687.187500 Penalty: 3686.511963
	Iteration 1F: 3 clusters Score -197687.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -197794.375000 Penalty: 3686.511963
	Iteration 2F: 3 clusters Score -197794.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -197840.578125 Penalty: 3686.511963
	Iteration 3Q: 3 clusters Score -197840.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197871.500000 Penalty: 3686.511963
	Iteration 4Q: 3 clusters Score -197871.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -197902.406250 Penalty: 3686.511963
	Iteration 5Q: 3 clusters Score -197902.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -197926.171875 Penalty: 3686.511963
	Iteration 6Q: 3 clusters Score -197926.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -197941.484375 Penalty: 3686.511963
	Iteration 7Q: 3 clusters Score -197941.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197953.171875 Penalty: 3686.511963
	Iteration 8Q: 3 clusters Score -197953.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -197962.421875 Penalty: 3686.511963
	Iteration 9Q: 3 clusters Score -197962.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -197967.515625 Penalty: 3686.511963
	Iteration 10Q: 3 clusters Score -197967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -197973.640625 Penalty: 3686.511963
	Iteration 11Q: 3 clusters Score -197973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -197976.609375 Penalty: 3686.511963
	Iteration 12Q: 3 clusters Score -197976.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -197980.812500 Penalty: 3686.511963
	Iteration 13Q: 3 clusters Score -197980.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197984.328125 Penalty: 3686.511963
	Iteration 14Q: 3 clusters Score -197984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -197987.078125 Penalty: 3686.511963
	Iteration 15Q: 3 clusters Score -197987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -197989.359375 Penalty: 3686.511963
	Iteration 16Q: 3 clusters Score -197989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197990.609375 Penalty: 3686.511963
	Iteration 17Q: 3 clusters Score -197990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197992.453125 Penalty: 3686.511963
	Iteration 18Q: 3 clusters Score -197992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197994.046875 Penalty: 3686.511963
	Iteration 19Q: 3 clusters Score -197994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197994.609375 Penalty: 3686.511963
	Iteration 20F: 3 clusters Score -197994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -197995.031250 Penalty: 3686.511963
	Iteration 21Q: 3 clusters Score -197995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -197995.031250 Penalty: 3686.511963
	Iteration 22F: 3 clusters Score -197995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -315337.875000 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -315337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -312200.500000 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -312200.5 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -313025.000000 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -313025 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -313486.500000 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -313486.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -313944.031250 Penalty: 3956.561523
	Iteration 3F: 3 clusters Score -313944 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -314262.343750 Penalty: 3956.561523
	Iteration 4F: 3 clusters Score -314262.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -314420.031250 Penalty: 3956.561523
	Iteration 5F: 3 clusters Score -314420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -314513.062500 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -314513.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -314571.875000 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -314571.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -314603.968750 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -314604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -314626.187500 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -314626.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -314639.031250 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -314639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -314648.937500 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -314648.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -314655.500000 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -314655.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -314660.875000 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -314660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -314663.656250 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -314663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -314664.968750 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -314665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -314664.812500 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -314664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -314665.093750 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -314665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -314665.093750 Penalty: 3956.561523
	Iteration 18F: 3 clusters Score -314665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Entering Unmasked Estep 
Score: -926898.312500 Penalty: 2245.517334
	Iteration 0F: 2 clusters Score -926898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -920018.437500 Penalty: 4491.034668
	Iteration 0F: 3 clusters Score -920018.4 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -921938.937500 Penalty: 4491.034668
	Iteration 1F: 3 clusters Score -921938.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -922314.500000 Penalty: 4491.034668
	Iteration 2F: 3 clusters Score -922314.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -922622.500000 Penalty: 4491.034668
	Iteration 3F: 3 clusters Score -922622.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -922940.250000 Penalty: 4491.034668
	Iteration 4F: 3 clusters Score -922940.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -923300.187500 Penalty: 4491.034668
	Iteration 5F: 3 clusters Score -923300.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -923674.750000 Penalty: 4491.034668
	Iteration 6F: 3 clusters Score -923674.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -924076.687500 Penalty: 4491.034668
	Iteration 7F: 3 clusters Score -924076.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -924497.437500 Penalty: 4491.034668
	Iteration 8F: 3 clusters Score -924497.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -924920.875000 Penalty: 4491.034668
	Iteration 9F: 3 clusters Score -924920.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -925277.250000 Penalty: 4491.034668
	Iteration 10Q: 3 clusters Score -925277.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -925533.500000 Penalty: 4491.034668
	Iteration 11Q: 3 clusters Score -925533.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -925728.812500 Penalty: 4491.034668
	Iteration 12Q: 3 clusters Score -925728.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -925854.062500 Penalty: 4491.034668
	Iteration 13Q: 3 clusters Score -925854.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -925928.812500 Penalty: 4491.034668
	Iteration 14Q: 3 clusters Score -925928.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -925982.687500 Penalty: 4491.034668
	Iteration 15Q: 3 clusters Score -925982.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -926017.312500 Penalty: 4491.034668
	Iteration 16Q: 3 clusters Score -926017.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -926039.687500 Penalty: 4491.034668
	Iteration 17Q: 3 clusters Score -926039.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -926060.375000 Penalty: 4491.034668
	Iteration 18Q: 3 clusters Score -926060.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -926086.312500 Penalty: 4491.034668
	Iteration 19Q: 3 clusters Score -926086.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -926102.250000 Penalty: 4491.034668
	Iteration 20F: 3 clusters Score -926102.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -926117.625000 Penalty: 4491.034668
	Iteration 21Q: 3 clusters Score -926117.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -926137.500000 Penalty: 4491.034668
	Iteration 22Q: 3 clusters Score -926137.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -926147.750000 Penalty: 4491.034668
	Iteration 23Q: 3 clusters Score -926147.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -926165.125000 Penalty: 4491.034668
	Iteration 24Q: 3 clusters Score -926165.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -926181.187500 Penalty: 4491.034668
	Iteration 25Q: 3 clusters Score -926181.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -926194.250000 Penalty: 4491.034668
	Iteration 26Q: 3 clusters Score -926194.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -926203.562500 Penalty: 4491.034668
	Iteration 27Q: 3 clusters Score -926203.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -926213.062500 Penalty: 4491.034668
	Iteration 28Q: 3 clusters Score -926213.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -926220.812500 Penalty: 4491.034668
	Iteration 29Q: 3 clusters Score -926220.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -926230.937500 Penalty: 4491.034668
	Iteration 30Q: 3 clusters Score -926230.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -926242.375000 Penalty: 4491.034668
	Iteration 31Q: 3 clusters Score -926242.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -926244.062500 Penalty: 4491.034668
	Iteration 32Q: 3 clusters Score -926244.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -926249.312500 Penalty: 4491.034668
	Iteration 33Q: 3 clusters Score -926249.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -926257.000000 Penalty: 4491.034668
	Iteration 34Q: 3 clusters Score -926257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -926265.750000 Penalty: 4491.034668
	Iteration 35Q: 3 clusters Score -926265.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -926273.812500 Penalty: 4491.034668
	Iteration 36Q: 3 clusters Score -926273.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -926292.062500 Penalty: 4491.034668
	Iteration 37Q: 3 clusters Score -926292.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -926308.687500 Penalty: 4491.034668
	Iteration 38Q: 3 clusters Score -926308.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -926319.375000 Penalty: 4491.034668
	Iteration 39Q: 3 clusters Score -926319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -926321.500000 Penalty: 4491.034668
	Iteration 40F: 3 clusters Score -926321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -926323.187500 Penalty: 4491.034668
	Iteration 41Q: 3 clusters Score -926323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -926322.187500 Penalty: 4491.034668
	Iteration 42Q: 3 clusters Score -926322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -926322.562500 Penalty: 4491.034668
	Iteration 43Q: 3 clusters Score -926322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -926325.187500 Penalty: 4491.034668
	Iteration 44Q: 3 clusters Score -926325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -926325.000000 Penalty: 4491.034668
	Iteration 45Q: 3 clusters Score -926325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -926325.125000 Penalty: 4491.034668
	Iteration 46Q: 3 clusters Score -926325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -926325.437500 Penalty: 4491.034668
	Iteration 47Q: 3 clusters Score -926325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -926326.500000 Penalty: 4491.034668
	Iteration 48Q: 3 clusters Score -926326.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -926326.500000 Penalty: 4491.034668
	Iteration 49F: 3 clusters Score -926326.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Entering Unmasked Estep 
Score: -771202.812500 Penalty: 2180.326416
	Iteration 0F: 2 clusters Score -771202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -765688.000000 Penalty: 4360.652832
	Iteration 0F: 3 clusters Score -765688 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -767075.187500 Penalty: 4360.652832
	Iteration 1F: 3 clusters Score -767075.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -767439.625000 Penalty: 4360.652832
	Iteration 2F: 3 clusters Score -767439.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -767751.062500 Penalty: 4360.652832
	Iteration 3F: 3 clusters Score -767751.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -767992.250000 Penalty: 4360.652832
	Iteration 4F: 3 clusters Score -767992.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -768168.375000 Penalty: 4360.652832
	Iteration 5Q: 3 clusters Score -768168.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -768316.125000 Penalty: 4360.652832
	Iteration 6Q: 3 clusters Score -768316.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -768441.062500 Penalty: 4360.652832
	Iteration 7Q: 3 clusters Score -768441.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -768559.000000 Penalty: 4360.652832
	Iteration 8Q: 3 clusters Score -768559 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -768681.500000 Penalty: 4360.652832
	Iteration 9Q: 3 clusters Score -768681.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -768800.625000 Penalty: 4360.652832
	Iteration 10Q: 3 clusters Score -768800.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -768894.562500 Penalty: 4360.652832
	Iteration 11Q: 3 clusters Score -768894.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -768997.500000 Penalty: 4360.652832
	Iteration 12Q: 3 clusters Score -768997.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -769090.000000 Penalty: 4360.652832
	Iteration 13Q: 3 clusters Score -769090 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -769163.062500 Penalty: 4360.652832
	Iteration 14Q: 3 clusters Score -769163.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -769223.937500 Penalty: 4360.652832
	Iteration 15Q: 3 clusters Score -769223.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -769264.500000 Penalty: 4360.652832
	Iteration 16Q: 3 clusters Score -769264.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -769298.437500 Penalty: 4360.652832
	Iteration 17Q: 3 clusters Score -769298.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -769328.375000 Penalty: 4360.652832
	Iteration 18Q: 3 clusters Score -769328.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -769359.125000 Penalty: 4360.652832
	Iteration 19Q: 3 clusters Score -769359.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -769376.312500 Penalty: 4360.652832
	Iteration 20F: 3 clusters Score -769376.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -769399.875000 Penalty: 4360.652832
	Iteration 21Q: 3 clusters Score -769399.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -769424.375000 Penalty: 4360.652832
	Iteration 22Q: 3 clusters Score -769424.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -769446.625000 Penalty: 4360.652832
	Iteration 23Q: 3 clusters Score -769446.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -769469.750000 Penalty: 4360.652832
	Iteration 24Q: 3 clusters Score -769469.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -769494.500000 Penalty: 4360.652832
	Iteration 25Q: 3 clusters Score -769494.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -769527.875000 Penalty: 4360.652832
	Iteration 26Q: 3 clusters Score -769527.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -769569.312500 Penalty: 4360.652832
	Iteration 27Q: 3 clusters Score -769569.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -769641.562500 Penalty: 4360.652832
	Iteration 28Q: 3 clusters Score -769641.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -769772.812500 Penalty: 4360.652832
	Iteration 29Q: 3 clusters Score -769772.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -770000.062500 Penalty: 4360.652832
	Iteration 30Q: 3 clusters Score -770000.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -770233.312500 Penalty: 4360.652832
	Iteration 31Q: 3 clusters Score -770233.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -770420.812500 Penalty: 4360.652832
	Iteration 32Q: 3 clusters Score -770420.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -770553.250000 Penalty: 4360.652832
	Iteration 33Q: 3 clusters Score -770553.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -770690.062500 Penalty: 4360.652832
	Iteration 34Q: 3 clusters Score -770690.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -770864.500000 Penalty: 4360.652832
	Iteration 35Q: 3 clusters Score -770864.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -771022.812500 Penalty: 4360.652832
	Iteration 36Q: 3 clusters Score -771022.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -771105.875000 Penalty: 4360.652832
	Iteration 37Q: 3 clusters Score -771105.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -771140.000000 Penalty: 4360.652832
	Iteration 38Q: 3 clusters Score -771140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -771156.750000 Penalty: 4360.652832
	Iteration 39Q: 3 clusters Score -771156.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -771177.937500 Penalty: 4360.652832
	Iteration 40F: 3 clusters Score -771177.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -771194.062500 Penalty: 4360.652832
	Iteration 41Q: 3 clusters Score -771194.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -771211.875000 Penalty: 4360.652832
	Iteration 42Q: 3 clusters Score -771211.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -771223.875000 Penalty: 4360.652832
	Iteration 43Q: 3 clusters Score -771223.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -771234.437500 Penalty: 4360.652832
	Iteration 44Q: 3 clusters Score -771234.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -771237.250000 Penalty: 4360.652832
	Iteration 45Q: 3 clusters Score -771237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -771241.187500 Penalty: 4360.652832
	Iteration 46Q: 3 clusters Score -771241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -771242.750000 Penalty: 4360.652832
	Iteration 47Q: 3 clusters Score -771242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -771245.062500 Penalty: 4360.652832
	Iteration 48Q: 3 clusters Score -771245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -771246.625000 Penalty: 4360.652832
	Iteration 49Q: 3 clusters Score -771246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -771248.187500 Penalty: 4360.652832
	Iteration 50Q: 3 clusters Score -771248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -771247.937500 Penalty: 4360.652832
	Iteration 51Q: 3 clusters Score -771247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -771250.125000 Penalty: 4360.652832
	Iteration 52Q: 3 clusters Score -771250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -771254.375000 Penalty: 4360.652832
	Iteration 53Q: 3 clusters Score -771254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -771254.500000 Penalty: 4360.652832
	Iteration 54Q: 3 clusters Score -771254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -771257.375000 Penalty: 4360.652832
	Iteration 55Q: 3 clusters Score -771257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -771257.375000 Penalty: 4360.652832
	Iteration 56F: 3 clusters Score -771257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 13194 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8557 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 10726 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 12814 members 
Mstep: Class 12 contains 8326 members 
Mstep: Class 13 contains 25588 members 
Mstep: Class 14 contains 27361 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13310 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16950 members 
Mstep: Class 27 contains 10216 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8300 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4412 members 
Mstep: Class 34 contains 5005 members 
Mstep: Class 35 contains 4501 members 
Mstep: Class 36 contains 30030 members 
Mstep: Class 37 contains 5265 members 
Entering Unmasked Estep 
Score: -35710936.000000 Penalty: 116350.539062
Splitting cluster 6 changes total score from -35711864.000000 to -35710936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (4210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Entering Unmasked Estep 
Score: -514041.812500 Penalty: 2069.614014
	Iteration 0F: 2 clusters Score -514041.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -509986.718750 Penalty: 4139.228027
	Iteration 0F: 3 clusters Score -509986.7 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -510860.093750 Penalty: 4139.228027
	Iteration 1F: 3 clusters Score -510860.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -511060.781250 Penalty: 4139.228027
	Iteration 2F: 3 clusters Score -511060.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -511199.718750 Penalty: 4139.228027
	Iteration 3F: 3 clusters Score -511199.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -511292.218750 Penalty: 4139.228027
	Iteration 4Q: 3 clusters Score -511292.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -511359.562500 Penalty: 4139.228027
	Iteration 5Q: 3 clusters Score -511359.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -511418.906250 Penalty: 4139.228027
	Iteration 6Q: 3 clusters Score -511418.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -511470.906250 Penalty: 4139.228027
	Iteration 7Q: 3 clusters Score -511470.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -511507.062500 Penalty: 4139.228027
	Iteration 8Q: 3 clusters Score -511507.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -511529.437500 Penalty: 4139.228027
	Iteration 9Q: 3 clusters Score -511529.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -511552.937500 Penalty: 4139.228027
	Iteration 10Q: 3 clusters Score -511552.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -511574.687500 Penalty: 4139.228027
	Iteration 11Q: 3 clusters Score -511574.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -511603.906250 Penalty: 4139.228027
	Iteration 12Q: 3 clusters Score -511603.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -511638.625000 Penalty: 4139.228027
	Iteration 13Q: 3 clusters Score -511638.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -511661.593750 Penalty: 4139.228027
	Iteration 14Q: 3 clusters Score -511661.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -511679.625000 Penalty: 4139.228027
	Iteration 15Q: 3 clusters Score -511679.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -511699.812500 Penalty: 4139.228027
	Iteration 16Q: 3 clusters Score -511699.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -511717.875000 Penalty: 4139.228027
	Iteration 17Q: 3 clusters Score -511717.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -511736.718750 Penalty: 4139.228027
	Iteration 18Q: 3 clusters Score -511736.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -511760.406250 Penalty: 4139.228027
	Iteration 19Q: 3 clusters Score -511760.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -511781.906250 Penalty: 4139.228027
	Iteration 20F: 3 clusters Score -511781.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -511802.468750 Penalty: 4139.228027
	Iteration 21Q: 3 clusters Score -511802.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -511822.031250 Penalty: 4139.228027
	Iteration 22Q: 3 clusters Score -511822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -511843.687500 Penalty: 4139.228027
	Iteration 23Q: 3 clusters Score -511843.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -511863.718750 Penalty: 4139.228027
	Iteration 24Q: 3 clusters Score -511863.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -511883.875000 Penalty: 4139.228027
	Iteration 25Q: 3 clusters Score -511883.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -511905.406250 Penalty: 4139.228027
	Iteration 26Q: 3 clusters Score -511905.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -511921.031250 Penalty: 4139.228027
	Iteration 27Q: 3 clusters Score -511921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -511946.937500 Penalty: 4139.228027
	Iteration 28Q: 3 clusters Score -511946.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -511970.968750 Penalty: 4139.228027
	Iteration 29Q: 3 clusters Score -511971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -511994.593750 Penalty: 4139.228027
	Iteration 30Q: 3 clusters Score -511994.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -512016.593750 Penalty: 4139.228027
	Iteration 31Q: 3 clusters Score -512016.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -512032.625000 Penalty: 4139.228027
	Iteration 32Q: 3 clusters Score -512032.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -512054.000000 Penalty: 4139.228027
	Iteration 33Q: 3 clusters Score -512054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -512065.250000 Penalty: 4139.228027
	Iteration 34Q: 3 clusters Score -512065.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -512076.812500 Penalty: 4139.228027
	Iteration 35Q: 3 clusters Score -512076.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -512087.218750 Penalty: 4139.228027
	Iteration 36Q: 3 clusters Score -512087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -512093.687500 Penalty: 4139.228027
	Iteration 37Q: 3 clusters Score -512093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -512097.281250 Penalty: 4139.228027
	Iteration 38Q: 3 clusters Score -512097.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -512102.218750 Penalty: 4139.228027
	Iteration 39Q: 3 clusters Score -512102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -512103.281250 Penalty: 4139.228027
	Iteration 40F: 3 clusters Score -512103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -512105.343750 Penalty: 4139.228027
	Iteration 41Q: 3 clusters Score -512105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -512107.437500 Penalty: 4139.228027
	Iteration 42Q: 3 clusters Score -512107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -512108.031250 Penalty: 4139.228027
	Iteration 43Q: 3 clusters Score -512108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -512109.593750 Penalty: 4139.228027
	Iteration 44Q: 3 clusters Score -512109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -512109.437500 Penalty: 4139.228027
	Iteration 45Q: 3 clusters Score -512109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -512109.437500 Penalty: 4139.228027
	Iteration 46F: 3 clusters Score -512109.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Entering Unmasked Estep 
Score: -615367.937500 Penalty: 2200.307373
	Iteration 0F: 2 clusters Score -615367.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -609575.750000 Penalty: 4400.614746
	Iteration 0F: 3 clusters Score -609575.8 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -611257.937500 Penalty: 4400.614746
	Iteration 1F: 3 clusters Score -611257.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -611574.000000 Penalty: 4400.614746
	Iteration 2F: 3 clusters Score -611574 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -611834.750000 Penalty: 4400.614746
	Iteration 3F: 3 clusters Score -611834.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -612053.687500 Penalty: 4400.614746
	Iteration 4Q: 3 clusters Score -612053.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -612246.437500 Penalty: 4400.614746
	Iteration 5Q: 3 clusters Score -612246.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -612406.437500 Penalty: 4400.614746
	Iteration 6Q: 3 clusters Score -612406.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -612584.250000 Penalty: 4400.614746
	Iteration 7Q: 3 clusters Score -612584.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -612733.875000 Penalty: 4400.614746
	Iteration 8Q: 3 clusters Score -612733.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -612873.875000 Penalty: 4400.614746
	Iteration 9Q: 3 clusters Score -612873.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -612994.687500 Penalty: 4400.614746
	Iteration 10Q: 3 clusters Score -612994.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -613090.437500 Penalty: 4400.614746
	Iteration 11Q: 3 clusters Score -613090.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -613179.437500 Penalty: 4400.614746
	Iteration 12Q: 3 clusters Score -613179.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -613248.562500 Penalty: 4400.614746
	Iteration 13Q: 3 clusters Score -613248.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -613299.937500 Penalty: 4400.614746
	Iteration 14Q: 3 clusters Score -613299.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -613341.062500 Penalty: 4400.614746
	Iteration 15Q: 3 clusters Score -613341.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -613379.812500 Penalty: 4400.614746
	Iteration 16Q: 3 clusters Score -613379.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -613412.125000 Penalty: 4400.614746
	Iteration 17Q: 3 clusters Score -613412.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -613443.750000 Penalty: 4400.614746
	Iteration 18Q: 3 clusters Score -613443.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -613473.187500 Penalty: 4400.614746
	Iteration 19Q: 3 clusters Score -613473.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -613496.875000 Penalty: 4400.614746
	Iteration 20F: 3 clusters Score -613496.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -613517.875000 Penalty: 4400.614746
	Iteration 21Q: 3 clusters Score -613517.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -613530.375000 Penalty: 4400.614746
	Iteration 22Q: 3 clusters Score -613530.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -613544.562500 Penalty: 4400.614746
	Iteration 23Q: 3 clusters Score -613544.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -613556.625000 Penalty: 4400.614746
	Iteration 24Q: 3 clusters Score -613556.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -613571.187500 Penalty: 4400.614746
	Iteration 25Q: 3 clusters Score -613571.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -613581.625000 Penalty: 4400.614746
	Iteration 26Q: 3 clusters Score -613581.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -613589.250000 Penalty: 4400.614746
	Iteration 27Q: 3 clusters Score -613589.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -613597.812500 Penalty: 4400.614746
	Iteration 28Q: 3 clusters Score -613597.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -613605.937500 Penalty: 4400.614746
	Iteration 29Q: 3 clusters Score -613605.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -613613.562500 Penalty: 4400.614746
	Iteration 30Q: 3 clusters Score -613613.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -613618.687500 Penalty: 4400.614746
	Iteration 31Q: 3 clusters Score -613618.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -613624.125000 Penalty: 4400.614746
	Iteration 32Q: 3 clusters Score -613624.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -613627.312500 Penalty: 4400.614746
	Iteration 33Q: 3 clusters Score -613627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -613629.250000 Penalty: 4400.614746
	Iteration 34Q: 3 clusters Score -613629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -613628.250000 Penalty: 4400.614746
	Iteration 35Q: 3 clusters Score -613628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -613630.875000 Penalty: 4400.614746
	Iteration 36Q: 3 clusters Score -613630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -613633.625000 Penalty: 4400.614746
	Iteration 37Q: 3 clusters Score -613633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -613638.500000 Penalty: 4400.614746
	Iteration 38Q: 3 clusters Score -613638.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -613639.937500 Penalty: 4400.614746
	Iteration 39Q: 3 clusters Score -613639.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -613641.625000 Penalty: 4400.614746
	Iteration 40F: 3 clusters Score -613641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -613643.187500 Penalty: 4400.614746
	Iteration 41Q: 3 clusters Score -613643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -613645.062500 Penalty: 4400.614746
	Iteration 42Q: 3 clusters Score -613645.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -613645.000000 Penalty: 4400.614746
	Iteration 43Q: 3 clusters Score -613645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -613645.937500 Penalty: 4400.614746
	Iteration 44Q: 3 clusters Score -613645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -613648.312500 Penalty: 4400.614746
	Iteration 45Q: 3 clusters Score -613648.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -613648.750000 Penalty: 4400.614746
	Iteration 46Q: 3 clusters Score -613648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -613651.250000 Penalty: 4400.614746
	Iteration 47Q: 3 clusters Score -613651.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -613650.625000 Penalty: 4400.614746
	Iteration 48Q: 3 clusters Score -613650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -613651.562500 Penalty: 4400.614746
	Iteration 49Q: 3 clusters Score -613651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -613651.625000 Penalty: 4400.614746
	Iteration 50Q: 3 clusters Score -613651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -613652.000000 Penalty: 4400.614746
	Iteration 51Q: 3 clusters Score -613652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -613651.812500 Penalty: 4400.614746
	Iteration 52Q: 3 clusters Score -613651.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -613651.812500 Penalty: 4400.614746
	Iteration 53F: 3 clusters Score -613651.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Entering Unmasked Estep 
Score: -1318494.875000 Penalty: 2301.545654
	Iteration 0F: 2 clusters Score -1318495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1310337.125000 Penalty: 4603.091309
	Iteration 0F: 3 clusters Score -1310337 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1312739.500000 Penalty: 4603.091309
	Iteration 1F: 3 clusters Score -1312740 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1313058.000000 Penalty: 4603.091309
	Iteration 2F: 3 clusters Score -1313058 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1313282.500000 Penalty: 4603.091309
	Iteration 3Q: 3 clusters Score -1313282 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1313486.250000 Penalty: 4603.091309
	Iteration 4Q: 3 clusters Score -1313486 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1313668.250000 Penalty: 4603.091309
	Iteration 5Q: 3 clusters Score -1313668 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1313842.125000 Penalty: 4603.091309
	Iteration 6Q: 3 clusters Score -1313842 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1314033.125000 Penalty: 4603.091309
	Iteration 7Q: 3 clusters Score -1314033 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1314234.000000 Penalty: 4603.091309
	Iteration 8Q: 3 clusters Score -1314234 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1314442.250000 Penalty: 4603.091309
	Iteration 9Q: 3 clusters Score -1314442 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1314644.250000 Penalty: 4603.091309
	Iteration 10Q: 3 clusters Score -1314644 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1314832.500000 Penalty: 4603.091309
	Iteration 11Q: 3 clusters Score -1314832 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1314985.125000 Penalty: 4603.091309
	Iteration 12Q: 3 clusters Score -1314985 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1315145.375000 Penalty: 4603.091309
	Iteration 13Q: 3 clusters Score -1315145 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1315269.125000 Penalty: 4603.091309
	Iteration 14Q: 3 clusters Score -1315269 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1315376.125000 Penalty: 4603.091309
	Iteration 15Q: 3 clusters Score -1315376 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1315446.250000 Penalty: 4603.091309
	Iteration 16Q: 3 clusters Score -1315446 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1315508.875000 Penalty: 4603.091309
	Iteration 17Q: 3 clusters Score -1315509 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1315558.750000 Penalty: 4603.091309
	Iteration 18Q: 3 clusters Score -1315559 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1315616.625000 Penalty: 4603.091309
	Iteration 19Q: 3 clusters Score -1315617 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1315660.000000 Penalty: 4603.091309
	Iteration 20F: 3 clusters Score -1315660 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1315693.000000 Penalty: 4603.091309
	Iteration 21Q: 3 clusters Score -1315693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1315720.250000 Penalty: 4603.091309
	Iteration 22Q: 3 clusters Score -1315720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1315751.625000 Penalty: 4603.091309
	Iteration 23Q: 3 clusters Score -1315752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1315774.500000 Penalty: 4603.091309
	Iteration 24Q: 3 clusters Score -1315774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1315800.625000 Penalty: 4603.091309
	Iteration 25Q: 3 clusters Score -1315801 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1315821.250000 Penalty: 4603.091309
	Iteration 26Q: 3 clusters Score -1315821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1315840.375000 Penalty: 4603.091309
	Iteration 27Q: 3 clusters Score -1315840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1315858.000000 Penalty: 4603.091309
	Iteration 28Q: 3 clusters Score -1315858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1315879.875000 Penalty: 4603.091309
	Iteration 29Q: 3 clusters Score -1315880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1315901.500000 Penalty: 4603.091309
	Iteration 30Q: 3 clusters Score -1315902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1315925.125000 Penalty: 4603.091309
	Iteration 31Q: 3 clusters Score -1315925 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1315953.375000 Penalty: 4603.091309
	Iteration 32Q: 3 clusters Score -1315953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1315977.625000 Penalty: 4603.091309
	Iteration 33Q: 3 clusters Score -1315978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1316009.375000 Penalty: 4603.091309
	Iteration 34Q: 3 clusters Score -1316009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1316035.000000 Penalty: 4603.091309
	Iteration 35Q: 3 clusters Score -1316035 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1316057.500000 Penalty: 4603.091309
	Iteration 36Q: 3 clusters Score -1316058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1316090.125000 Penalty: 4603.091309
	Iteration 37Q: 3 clusters Score -1316090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1316113.000000 Penalty: 4603.091309
	Iteration 38Q: 3 clusters Score -1316113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1316134.750000 Penalty: 4603.091309
	Iteration 39Q: 3 clusters Score -1316135 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1316162.125000 Penalty: 4603.091309
	Iteration 40F: 3 clusters Score -1316162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1316185.500000 Penalty: 4603.091309
	Iteration 41Q: 3 clusters Score -1316186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1316207.625000 Penalty: 4603.091309
	Iteration 42Q: 3 clusters Score -1316208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1316229.875000 Penalty: 4603.091309
	Iteration 43Q: 3 clusters Score -1316230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1316252.000000 Penalty: 4603.091309
	Iteration 44Q: 3 clusters Score -1316252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1316266.750000 Penalty: 4603.091309
	Iteration 45Q: 3 clusters Score -1316267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1316284.250000 Penalty: 4603.091309
	Iteration 46Q: 3 clusters Score -1316284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1316302.000000 Penalty: 4603.091309
	Iteration 47Q: 3 clusters Score -1316302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1316316.875000 Penalty: 4603.091309
	Iteration 48Q: 3 clusters Score -1316317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1316330.750000 Penalty: 4603.091309
	Iteration 49Q: 3 clusters Score -1316331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1316345.375000 Penalty: 4603.091309
	Iteration 50Q: 3 clusters Score -1316345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1316357.875000 Penalty: 4603.091309
	Iteration 51Q: 3 clusters Score -1316358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1316368.625000 Penalty: 4603.091309
	Iteration 52Q: 3 clusters Score -1316369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1316379.625000 Penalty: 4603.091309
	Iteration 53Q: 3 clusters Score -1316380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1316393.250000 Penalty: 4603.091309
	Iteration 54Q: 3 clusters Score -1316393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1316411.625000 Penalty: 4603.091309
	Iteration 55Q: 3 clusters Score -1316412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1316432.375000 Penalty: 4603.091309
	Iteration 56Q: 3 clusters Score -1316432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1316451.500000 Penalty: 4603.091309
	Iteration 57Q: 3 clusters Score -1316452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1316461.625000 Penalty: 4603.091309
	Iteration 58Q: 3 clusters Score -1316462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1316474.875000 Penalty: 4603.091309
	Iteration 59Q: 3 clusters Score -1316475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1316480.125000 Penalty: 4603.091309
	Iteration 60F: 3 clusters Score -1316480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1316491.750000 Penalty: 4603.091309
	Iteration 61Q: 3 clusters Score -1316492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1316501.625000 Penalty: 4603.091309
	Iteration 62Q: 3 clusters Score -1316502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1316521.125000 Penalty: 4603.091309
	Iteration 63Q: 3 clusters Score -1316521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1316532.125000 Penalty: 4603.091309
	Iteration 64Q: 3 clusters Score -1316532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1316543.250000 Penalty: 4603.091309
	Iteration 65Q: 3 clusters Score -1316543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1316551.625000 Penalty: 4603.091309
	Iteration 66Q: 3 clusters Score -1316552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1316562.125000 Penalty: 4603.091309
	Iteration 67Q: 3 clusters Score -1316562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1316562.500000 Penalty: 4603.091309
	Iteration 68Q: 3 clusters Score -1316562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1316566.750000 Penalty: 4603.091309
	Iteration 69Q: 3 clusters Score -1316567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1316567.375000 Penalty: 4603.091309
	Iteration 70Q: 3 clusters Score -1316567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1316566.625000 Penalty: 4603.091309
	Iteration 71Q: 3 clusters Score -1316567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1316570.625000 Penalty: 4603.091309
	Iteration 72Q: 3 clusters Score -1316571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1316570.000000 Penalty: 4603.091309
	Iteration 73Q: 3 clusters Score -1316570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1316574.625000 Penalty: 4603.091309
	Iteration 74Q: 3 clusters Score -1316575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1316576.625000 Penalty: 4603.091309
	Iteration 75Q: 3 clusters Score -1316577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1316580.125000 Penalty: 4603.091309
	Iteration 76Q: 3 clusters Score -1316580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1316582.125000 Penalty: 4603.091309
	Iteration 77Q: 3 clusters Score -1316582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1316585.250000 Penalty: 4603.091309
	Iteration 78Q: 3 clusters Score -1316585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1316586.875000 Penalty: 4603.091309
	Iteration 79Q: 3 clusters Score -1316587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1316589.000000 Penalty: 4603.091309
	Iteration 80F: 3 clusters Score -1316589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1316594.500000 Penalty: 4603.091309
	Iteration 81Q: 3 clusters Score -1316594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1316601.000000 Penalty: 4603.091309
	Iteration 82Q: 3 clusters Score -1316601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1316603.625000 Penalty: 4603.091309
	Iteration 83Q: 3 clusters Score -1316604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1316605.000000 Penalty: 4603.091309
	Iteration 84Q: 3 clusters Score -1316605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1316608.500000 Penalty: 4603.091309
	Iteration 85Q: 3 clusters Score -1316608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1316612.125000 Penalty: 4603.091309
	Iteration 86Q: 3 clusters Score -1316612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1316610.500000 Penalty: 4603.091309
	Iteration 87Q: 3 clusters Score -1316610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1316612.875000 Penalty: 4603.091309
	Iteration 88Q: 3 clusters Score -1316613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1316614.500000 Penalty: 4603.091309
	Iteration 89Q: 3 clusters Score -1316614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1316615.375000 Penalty: 4603.091309
	Iteration 90Q: 3 clusters Score -1316615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1316616.000000 Penalty: 4603.091309
	Iteration 91Q: 3 clusters Score -1316616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1316612.625000 Penalty: 4603.091309
	Iteration 92Q: 3 clusters Score -1316613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1316616.875000 Penalty: 4603.091309
	Iteration 93Q: 3 clusters Score -1316617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1316616.000000 Penalty: 4603.091309
	Iteration 94Q: 3 clusters Score -1316616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1316617.375000 Penalty: 4603.091309
	Iteration 95Q: 3 clusters Score -1316617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1316618.875000 Penalty: 4603.091309
	Iteration 96Q: 3 clusters Score -1316619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1316619.625000 Penalty: 4603.091309
	Iteration 97Q: 3 clusters Score -1316620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1316620.250000 Penalty: 4603.091309
	Iteration 98Q: 3 clusters Score -1316620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1316619.625000 Penalty: 4603.091309
	Iteration 99Q: 3 clusters Score -1316620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1316619.625000 Penalty: 4603.091309
	Iteration 100F: 3 clusters Score -1316620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -493467.125000 Penalty: 2086.024414
	Iteration 0F: 2 clusters Score -493467.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -489284.781250 Penalty: 4172.048828
	Iteration 0F: 3 clusters Score -489284.8 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -490343.031250 Penalty: 4172.048828
	Iteration 1F: 3 clusters Score -490343 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -490615.593750 Penalty: 4172.048828
	Iteration 2F: 3 clusters Score -490615.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -490826.593750 Penalty: 4172.048828
	Iteration 3F: 3 clusters Score -490826.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -491026.843750 Penalty: 4172.048828
	Iteration 4F: 3 clusters Score -491026.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -491205.312500 Penalty: 4172.048828
	Iteration 5F: 3 clusters Score -491205.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -491357.218750 Penalty: 4172.048828
	Iteration 6Q: 3 clusters Score -491357.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -491514.937500 Penalty: 4172.048828
	Iteration 7Q: 3 clusters Score -491514.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -491692.468750 Penalty: 4172.048828
	Iteration 8Q: 3 clusters Score -491692.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -491851.562500 Penalty: 4172.048828
	Iteration 9Q: 3 clusters Score -491851.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -491968.062500 Penalty: 4172.048828
	Iteration 10Q: 3 clusters Score -491968.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -492062.531250 Penalty: 4172.048828
	Iteration 11Q: 3 clusters Score -492062.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -492127.843750 Penalty: 4172.048828
	Iteration 12Q: 3 clusters Score -492127.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -492171.562500 Penalty: 4172.048828
	Iteration 13Q: 3 clusters Score -492171.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -492207.500000 Penalty: 4172.048828
	Iteration 14Q: 3 clusters Score -492207.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -492234.531250 Penalty: 4172.048828
	Iteration 15Q: 3 clusters Score -492234.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -492259.312500 Penalty: 4172.048828
	Iteration 16Q: 3 clusters Score -492259.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -492281.343750 Penalty: 4172.048828
	Iteration 17Q: 3 clusters Score -492281.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -492296.343750 Penalty: 4172.048828
	Iteration 18Q: 3 clusters Score -492296.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -492310.437500 Penalty: 4172.048828
	Iteration 19Q: 3 clusters Score -492310.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -492319.812500 Penalty: 4172.048828
	Iteration 20F: 3 clusters Score -492319.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -492327.125000 Penalty: 4172.048828
	Iteration 21Q: 3 clusters Score -492327.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -492333.937500 Penalty: 4172.048828
	Iteration 22Q: 3 clusters Score -492333.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -492340.187500 Penalty: 4172.048828
	Iteration 23Q: 3 clusters Score -492340.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -492346.781250 Penalty: 4172.048828
	Iteration 24Q: 3 clusters Score -492346.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -492351.531250 Penalty: 4172.048828
	Iteration 25Q: 3 clusters Score -492351.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -492355.531250 Penalty: 4172.048828
	Iteration 26Q: 3 clusters Score -492355.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -492363.250000 Penalty: 4172.048828
	Iteration 27Q: 3 clusters Score -492363.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -492368.187500 Penalty: 4172.048828
	Iteration 28Q: 3 clusters Score -492368.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -492374.812500 Penalty: 4172.048828
	Iteration 29Q: 3 clusters Score -492374.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -492379.156250 Penalty: 4172.048828
	Iteration 30Q: 3 clusters Score -492379.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -492384.281250 Penalty: 4172.048828
	Iteration 31Q: 3 clusters Score -492384.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -492391.656250 Penalty: 4172.048828
	Iteration 32Q: 3 clusters Score -492391.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -492397.656250 Penalty: 4172.048828
	Iteration 33Q: 3 clusters Score -492397.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -492400.531250 Penalty: 4172.048828
	Iteration 34Q: 3 clusters Score -492400.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -492402.250000 Penalty: 4172.048828
	Iteration 35Q: 3 clusters Score -492402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -492406.406250 Penalty: 4172.048828
	Iteration 36Q: 3 clusters Score -492406.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -492410.843750 Penalty: 4172.048828
	Iteration 37Q: 3 clusters Score -492410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -492413.437500 Penalty: 4172.048828
	Iteration 38Q: 3 clusters Score -492413.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -492417.218750 Penalty: 4172.048828
	Iteration 39Q: 3 clusters Score -492417.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -492425.968750 Penalty: 4172.048828
	Iteration 40F: 3 clusters Score -492426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -492441.000000 Penalty: 4172.048828
	Iteration 41Q: 3 clusters Score -492441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -492460.843750 Penalty: 4172.048828
	Iteration 42Q: 3 clusters Score -492460.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -492476.187500 Penalty: 4172.048828
	Iteration 43Q: 3 clusters Score -492476.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -492489.343750 Penalty: 4172.048828
	Iteration 44Q: 3 clusters Score -492489.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -492500.406250 Penalty: 4172.048828
	Iteration 45Q: 3 clusters Score -492500.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -492505.187500 Penalty: 4172.048828
	Iteration 46Q: 3 clusters Score -492505.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -492510.093750 Penalty: 4172.048828
	Iteration 47Q: 3 clusters Score -492510.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -492514.500000 Penalty: 4172.048828
	Iteration 48Q: 3 clusters Score -492514.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -492518.406250 Penalty: 4172.048828
	Iteration 49Q: 3 clusters Score -492518.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -492520.312500 Penalty: 4172.048828
	Iteration 50Q: 3 clusters Score -492520.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -492524.125000 Penalty: 4172.048828
	Iteration 51Q: 3 clusters Score -492524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -492528.312500 Penalty: 4172.048828
	Iteration 52Q: 3 clusters Score -492528.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -492537.718750 Penalty: 4172.048828
	Iteration 53Q: 3 clusters Score -492537.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -492543.625000 Penalty: 4172.048828
	Iteration 54Q: 3 clusters Score -492543.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -492554.312500 Penalty: 4172.048828
	Iteration 55Q: 3 clusters Score -492554.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -492559.625000 Penalty: 4172.048828
	Iteration 56Q: 3 clusters Score -492559.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -492566.281250 Penalty: 4172.048828
	Iteration 57Q: 3 clusters Score -492566.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -492571.750000 Penalty: 4172.048828
	Iteration 58Q: 3 clusters Score -492571.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -492579.343750 Penalty: 4172.048828
	Iteration 59Q: 3 clusters Score -492579.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -492587.000000 Penalty: 4172.048828
	Iteration 60F: 3 clusters Score -492587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -492598.875000 Penalty: 4172.048828
	Iteration 61Q: 3 clusters Score -492598.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -492608.843750 Penalty: 4172.048828
	Iteration 62Q: 3 clusters Score -492608.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -492610.968750 Penalty: 4172.048828
	Iteration 63Q: 3 clusters Score -492611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -492614.500000 Penalty: 4172.048828
	Iteration 64Q: 3 clusters Score -492614.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -492614.937500 Penalty: 4172.048828
	Iteration 65Q: 3 clusters Score -492614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -492617.531250 Penalty: 4172.048828
	Iteration 66Q: 3 clusters Score -492617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -492618.875000 Penalty: 4172.048828
	Iteration 67Q: 3 clusters Score -492618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -492622.625000 Penalty: 4172.048828
	Iteration 68Q: 3 clusters Score -492622.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -492623.250000 Penalty: 4172.048828
	Iteration 69Q: 3 clusters Score -492623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -492623.375000 Penalty: 4172.048828
	Iteration 70Q: 3 clusters Score -492623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -492624.125000 Penalty: 4172.048828
	Iteration 71Q: 3 clusters Score -492624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -492624.093750 Penalty: 4172.048828
	Iteration 72Q: 3 clusters Score -492624.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -492625.187500 Penalty: 4172.048828
	Iteration 73Q: 3 clusters Score -492625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -492625.468750 Penalty: 4172.048828
	Iteration 74Q: 3 clusters Score -492625.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -492625.468750 Penalty: 4172.048828
	Iteration 75F: 3 clusters Score -492625.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Entering Unmasked Estep 
Score: -1294994.750000 Penalty: 2345.656982
	Iteration 0F: 2 clusters Score -1294995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1285540.500000 Penalty: 4691.313965
	Iteration 0F: 3 clusters Score -1285540 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1288924.875000 Penalty: 4691.313965
	Iteration 1F: 3 clusters Score -1288925 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1289691.000000 Penalty: 4691.313965
	Iteration 2F: 3 clusters Score -1289691 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1290362.250000 Penalty: 4691.313965
	Iteration 3F: 3 clusters Score -1290362 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1290935.625000 Penalty: 4691.313965
	Iteration 4F: 3 clusters Score -1290936 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1291455.375000 Penalty: 4691.313965
	Iteration 5F: 3 clusters Score -1291455 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1291957.375000 Penalty: 4691.313965
	Iteration 6F: 3 clusters Score -1291957 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1292375.125000 Penalty: 4691.313965
	Iteration 7Q: 3 clusters Score -1292375 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1292648.625000 Penalty: 4691.313965
	Iteration 8Q: 3 clusters Score -1292649 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1292804.750000 Penalty: 4691.313965
	Iteration 9Q: 3 clusters Score -1292805 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1292900.125000 Penalty: 4691.313965
	Iteration 10Q: 3 clusters Score -1292900 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1292954.875000 Penalty: 4691.313965
	Iteration 11Q: 3 clusters Score -1292955 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1293008.000000 Penalty: 4691.313965
	Iteration 12Q: 3 clusters Score -1293008 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1293051.125000 Penalty: 4691.313965
	Iteration 13Q: 3 clusters Score -1293051 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1293081.125000 Penalty: 4691.313965
	Iteration 14Q: 3 clusters Score -1293081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1293111.750000 Penalty: 4691.313965
	Iteration 15Q: 3 clusters Score -1293112 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1293136.000000 Penalty: 4691.313965
	Iteration 16Q: 3 clusters Score -1293136 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1293164.625000 Penalty: 4691.313965
	Iteration 17Q: 3 clusters Score -1293165 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1293194.875000 Penalty: 4691.313965
	Iteration 18Q: 3 clusters Score -1293195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1293245.250000 Penalty: 4691.313965
	Iteration 19Q: 3 clusters Score -1293245 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1293305.250000 Penalty: 4691.313965
	Iteration 20F: 3 clusters Score -1293305 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1293392.250000 Penalty: 4691.313965
	Iteration 21Q: 3 clusters Score -1293392 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1293480.625000 Penalty: 4691.313965
	Iteration 22Q: 3 clusters Score -1293481 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1293567.500000 Penalty: 4691.313965
	Iteration 23Q: 3 clusters Score -1293568 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1293670.750000 Penalty: 4691.313965
	Iteration 24Q: 3 clusters Score -1293671 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1293769.375000 Penalty: 4691.313965
	Iteration 25Q: 3 clusters Score -1293769 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1293865.000000 Penalty: 4691.313965
	Iteration 26Q: 3 clusters Score -1293865 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1293974.250000 Penalty: 4691.313965
	Iteration 27Q: 3 clusters Score -1293974 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1294080.625000 Penalty: 4691.313965
	Iteration 28Q: 3 clusters Score -1294081 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1294152.875000 Penalty: 4691.313965
	Iteration 29Q: 3 clusters Score -1294153 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1294193.750000 Penalty: 4691.313965
	Iteration 30Q: 3 clusters Score -1294194 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1294226.750000 Penalty: 4691.313965
	Iteration 31Q: 3 clusters Score -1294227 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1294253.500000 Penalty: 4691.313965
	Iteration 32Q: 3 clusters Score -1294254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1294262.125000 Penalty: 4691.313965
	Iteration 33Q: 3 clusters Score -1294262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1294280.000000 Penalty: 4691.313965
	Iteration 34Q: 3 clusters Score -1294280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1294288.750000 Penalty: 4691.313965
	Iteration 35Q: 3 clusters Score -1294289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1294290.500000 Penalty: 4691.313965
	Iteration 36Q: 3 clusters Score -1294290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1294300.250000 Penalty: 4691.313965
	Iteration 37Q: 3 clusters Score -1294300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1294301.250000 Penalty: 4691.313965
	Iteration 38Q: 3 clusters Score -1294301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1294305.625000 Penalty: 4691.313965
	Iteration 39Q: 3 clusters Score -1294306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1294306.250000 Penalty: 4691.313965
	Iteration 40F: 3 clusters Score -1294306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1294314.625000 Penalty: 4691.313965
	Iteration 41Q: 3 clusters Score -1294315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1294320.250000 Penalty: 4691.313965
	Iteration 42Q: 3 clusters Score -1294320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1294325.375000 Penalty: 4691.313965
	Iteration 43Q: 3 clusters Score -1294325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1294327.625000 Penalty: 4691.313965
	Iteration 44Q: 3 clusters Score -1294328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1294335.000000 Penalty: 4691.313965
	Iteration 45Q: 3 clusters Score -1294335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1294336.375000 Penalty: 4691.313965
	Iteration 46Q: 3 clusters Score -1294336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1294334.875000 Penalty: 4691.313965
	Iteration 47Q: 3 clusters Score -1294335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1294336.375000 Penalty: 4691.313965
	Iteration 48Q: 3 clusters Score -1294336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1294338.500000 Penalty: 4691.313965
	Iteration 49Q: 3 clusters Score -1294338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1294337.875000 Penalty: 4691.313965
	Iteration 50Q: 3 clusters Score -1294338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1294340.125000 Penalty: 4691.313965
	Iteration 51Q: 3 clusters Score -1294340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1294343.875000 Penalty: 4691.313965
	Iteration 52Q: 3 clusters Score -1294344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1294343.500000 Penalty: 4691.313965
	Iteration 53Q: 3 clusters Score -1294344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1294345.250000 Penalty: 4691.313965
	Iteration 54Q: 3 clusters Score -1294345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1294345.500000 Penalty: 4691.313965
	Iteration 55Q: 3 clusters Score -1294346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1294345.500000 Penalty: 4691.313965
	Iteration 56F: 3 clusters Score -1294346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Entering Unmasked Estep 
Score: -998956.687500 Penalty: 2238.730469
	Iteration 0F: 2 clusters Score -998956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -992405.375000 Penalty: 4477.460938
	Iteration 0F: 3 clusters Score -992405.4 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -994163.937500 Penalty: 4477.460938
	Iteration 1F: 3 clusters Score -994163.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -994518.500000 Penalty: 4477.460938
	Iteration 2F: 3 clusters Score -994518.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -994820.937500 Penalty: 4477.460938
	Iteration 3F: 3 clusters Score -994820.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -995093.937500 Penalty: 4477.460938
	Iteration 4F: 3 clusters Score -995093.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -995344.250000 Penalty: 4477.460938
	Iteration 5Q: 3 clusters Score -995344.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -995593.687500 Penalty: 4477.460938
	Iteration 6Q: 3 clusters Score -995593.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -995802.750000 Penalty: 4477.460938
	Iteration 7Q: 3 clusters Score -995802.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -995974.375000 Penalty: 4477.460938
	Iteration 8Q: 3 clusters Score -995974.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -996122.812500 Penalty: 4477.460938
	Iteration 9Q: 3 clusters Score -996122.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -996233.750000 Penalty: 4477.460938
	Iteration 10Q: 3 clusters Score -996233.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -996332.500000 Penalty: 4477.460938
	Iteration 11Q: 3 clusters Score -996332.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -996417.937500 Penalty: 4477.460938
	Iteration 12Q: 3 clusters Score -996417.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -996487.687500 Penalty: 4477.460938
	Iteration 13Q: 3 clusters Score -996487.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -996545.187500 Penalty: 4477.460938
	Iteration 14Q: 3 clusters Score -996545.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -996605.625000 Penalty: 4477.460938
	Iteration 15Q: 3 clusters Score -996605.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -996662.000000 Penalty: 4477.460938
	Iteration 16Q: 3 clusters Score -996662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -996718.250000 Penalty: 4477.460938
	Iteration 17Q: 3 clusters Score -996718.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -996768.187500 Penalty: 4477.460938
	Iteration 18Q: 3 clusters Score -996768.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -996808.187500 Penalty: 4477.460938
	Iteration 19Q: 3 clusters Score -996808.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -996840.562500 Penalty: 4477.460938
	Iteration 20F: 3 clusters Score -996840.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -996875.250000 Penalty: 4477.460938
	Iteration 21Q: 3 clusters Score -996875.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -996901.687500 Penalty: 4477.460938
	Iteration 22Q: 3 clusters Score -996901.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -996918.125000 Penalty: 4477.460938
	Iteration 23Q: 3 clusters Score -996918.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -996929.125000 Penalty: 4477.460938
	Iteration 24Q: 3 clusters Score -996929.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -996938.562500 Penalty: 4477.460938
	Iteration 25Q: 3 clusters Score -996938.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -996945.000000 Penalty: 4477.460938
	Iteration 26Q: 3 clusters Score -996945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -996955.375000 Penalty: 4477.460938
	Iteration 27Q: 3 clusters Score -996955.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -996959.875000 Penalty: 4477.460938
	Iteration 28Q: 3 clusters Score -996959.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -996965.375000 Penalty: 4477.460938
	Iteration 29Q: 3 clusters Score -996965.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -996969.250000 Penalty: 4477.460938
	Iteration 30Q: 3 clusters Score -996969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -996977.250000 Penalty: 4477.460938
	Iteration 31Q: 3 clusters Score -996977.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -996982.937500 Penalty: 4477.460938
	Iteration 32Q: 3 clusters Score -996982.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -996987.250000 Penalty: 4477.460938
	Iteration 33Q: 3 clusters Score -996987.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -996996.312500 Penalty: 4477.460938
	Iteration 34Q: 3 clusters Score -996996.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -997000.750000 Penalty: 4477.460938
	Iteration 35Q: 3 clusters Score -997000.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -997008.625000 Penalty: 4477.460938
	Iteration 36Q: 3 clusters Score -997008.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -997013.750000 Penalty: 4477.460938
	Iteration 37Q: 3 clusters Score -997013.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -997023.687500 Penalty: 4477.460938
	Iteration 38Q: 3 clusters Score -997023.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -997032.875000 Penalty: 4477.460938
	Iteration 39Q: 3 clusters Score -997032.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -997036.812500 Penalty: 4477.460938
	Iteration 40F: 3 clusters Score -997036.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -997044.500000 Penalty: 4477.460938
	Iteration 41Q: 3 clusters Score -997044.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -997052.875000 Penalty: 4477.460938
	Iteration 42Q: 3 clusters Score -997052.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -997060.812500 Penalty: 4477.460938
	Iteration 43Q: 3 clusters Score -997060.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -997073.125000 Penalty: 4477.460938
	Iteration 44Q: 3 clusters Score -997073.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -997086.062500 Penalty: 4477.460938
	Iteration 45Q: 3 clusters Score -997086.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -997092.312500 Penalty: 4477.460938
	Iteration 46Q: 3 clusters Score -997092.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -997095.437500 Penalty: 4477.460938
	Iteration 47Q: 3 clusters Score -997095.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -997101.937500 Penalty: 4477.460938
	Iteration 48Q: 3 clusters Score -997101.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -997105.375000 Penalty: 4477.460938
	Iteration 49Q: 3 clusters Score -997105.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -997109.750000 Penalty: 4477.460938
	Iteration 50Q: 3 clusters Score -997109.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -997111.375000 Penalty: 4477.460938
	Iteration 51Q: 3 clusters Score -997111.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -997118.000000 Penalty: 4477.460938
	Iteration 52Q: 3 clusters Score -997118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -997118.062500 Penalty: 4477.460938
	Iteration 53Q: 3 clusters Score -997118.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -997118.625000 Penalty: 4477.460938
	Iteration 54Q: 3 clusters Score -997118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -997119.125000 Penalty: 4477.460938
	Iteration 55Q: 3 clusters Score -997119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -997119.625000 Penalty: 4477.460938
	Iteration 56Q: 3 clusters Score -997119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -997119.625000 Penalty: 4477.460938
	Iteration 57F: 3 clusters Score -997119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Entering Unmasked Estep 
Score: -2826545.500000 Penalty: 2517.169922
	Iteration 0F: 2 clusters Score -2826546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2808811.750000 Penalty: 5034.339844
	Iteration 0F: 3 clusters Score -2808812 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2815004.250000 Penalty: 5034.339844
	Iteration 1F: 3 clusters Score -2815004 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2815722.750000 Penalty: 5034.339844
	Iteration 2F: 3 clusters Score -2815723 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2816550.250000 Penalty: 5034.339844
	Iteration 3F: 3 clusters Score -2816550 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2817544.250000 Penalty: 5034.339844
	Iteration 4F: 3 clusters Score -2817544 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2818690.250000 Penalty: 5034.339844
	Iteration 5F: 3 clusters Score -2818690 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2819680.750000 Penalty: 5034.339844
	Iteration 6F: 3 clusters Score -2819681 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2820533.000000 Penalty: 5034.339844
	Iteration 7F: 3 clusters Score -2820533 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2821285.000000 Penalty: 5034.339844
	Iteration 8F: 3 clusters Score -2821285 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2821810.500000 Penalty: 5034.339844
	Iteration 9Q: 3 clusters Score -2821810 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2822166.000000 Penalty: 5034.339844
	Iteration 10Q: 3 clusters Score -2822166 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2822511.500000 Penalty: 5034.339844
	Iteration 11Q: 3 clusters Score -2822512 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2822794.250000 Penalty: 5034.339844
	Iteration 12Q: 3 clusters Score -2822794 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2823027.500000 Penalty: 5034.339844
	Iteration 13Q: 3 clusters Score -2823028 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2823220.750000 Penalty: 5034.339844
	Iteration 14Q: 3 clusters Score -2823221 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2823360.250000 Penalty: 5034.339844
	Iteration 15Q: 3 clusters Score -2823360 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -2823487.250000 Penalty: 5034.339844
	Iteration 16Q: 3 clusters Score -2823487 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2823597.750000 Penalty: 5034.339844
	Iteration 17Q: 3 clusters Score -2823598 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2823706.750000 Penalty: 5034.339844
	Iteration 18Q: 3 clusters Score -2823707 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2823826.250000 Penalty: 5034.339844
	Iteration 19Q: 3 clusters Score -2823826 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2823937.750000 Penalty: 5034.339844
	Iteration 20F: 3 clusters Score -2823938 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2824044.000000 Penalty: 5034.339844
	Iteration 21Q: 3 clusters Score -2824044 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2824146.250000 Penalty: 5034.339844
	Iteration 22Q: 3 clusters Score -2824146 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2824243.250000 Penalty: 5034.339844
	Iteration 23Q: 3 clusters Score -2824243 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2824311.000000 Penalty: 5034.339844
	Iteration 24Q: 3 clusters Score -2824311 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2824376.750000 Penalty: 5034.339844
	Iteration 25Q: 3 clusters Score -2824377 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2824446.250000 Penalty: 5034.339844
	Iteration 26Q: 3 clusters Score -2824446 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2824498.000000 Penalty: 5034.339844
	Iteration 27Q: 3 clusters Score -2824498 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2824543.250000 Penalty: 5034.339844
	Iteration 28Q: 3 clusters Score -2824543 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2824577.250000 Penalty: 5034.339844
	Iteration 29Q: 3 clusters Score -2824577 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2824620.000000 Penalty: 5034.339844
	Iteration 30Q: 3 clusters Score -2824620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2824647.250000 Penalty: 5034.339844
	Iteration 31Q: 3 clusters Score -2824647 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2824667.750000 Penalty: 5034.339844
	Iteration 32Q: 3 clusters Score -2824668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2824701.000000 Penalty: 5034.339844
	Iteration 33Q: 3 clusters Score -2824701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2824720.000000 Penalty: 5034.339844
	Iteration 34Q: 3 clusters Score -2824720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -2824750.250000 Penalty: 5034.339844
	Iteration 35Q: 3 clusters Score -2824750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2824766.500000 Penalty: 5034.339844
	Iteration 36Q: 3 clusters Score -2824766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2824795.750000 Penalty: 5034.339844
	Iteration 37Q: 3 clusters Score -2824796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2824812.500000 Penalty: 5034.339844
	Iteration 38Q: 3 clusters Score -2824812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -2824833.250000 Penalty: 5034.339844
	Iteration 39Q: 3 clusters Score -2824833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2824843.250000 Penalty: 5034.339844
	Iteration 40F: 3 clusters Score -2824843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2824847.500000 Penalty: 5034.339844
	Iteration 41Q: 3 clusters Score -2824848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2824852.000000 Penalty: 5034.339844
	Iteration 42Q: 3 clusters Score -2824852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -2824858.500000 Penalty: 5034.339844
	Iteration 43Q: 3 clusters Score -2824858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2824876.000000 Penalty: 5034.339844
	Iteration 44Q: 3 clusters Score -2824876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -2824882.250000 Penalty: 5034.339844
	Iteration 45Q: 3 clusters Score -2824882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2824887.250000 Penalty: 5034.339844
	Iteration 46Q: 3 clusters Score -2824887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2824892.500000 Penalty: 5034.339844
	Iteration 47Q: 3 clusters Score -2824892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -2824893.500000 Penalty: 5034.339844
	Iteration 48Q: 3 clusters Score -2824894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2824903.250000 Penalty: 5034.339844
	Iteration 49Q: 3 clusters Score -2824903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2824905.500000 Penalty: 5034.339844
	Iteration 50Q: 3 clusters Score -2824906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -2824905.000000 Penalty: 5034.339844
	Iteration 51Q: 3 clusters Score -2824905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -2824904.250000 Penalty: 5034.339844
	Iteration 52Q: 3 clusters Score -2824904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -2824906.500000 Penalty: 5034.339844
	Iteration 53Q: 3 clusters Score -2824906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2824903.000000 Penalty: 5034.339844
	Iteration 54Q: 3 clusters Score -2824903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -2824907.000000 Penalty: 5034.339844
	Iteration 55Q: 3 clusters Score -2824907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2824909.000000 Penalty: 5034.339844
	Iteration 56Q: 3 clusters Score -2824909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2824915.250000 Penalty: 5034.339844
	Iteration 57Q: 3 clusters Score -2824915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2824916.500000 Penalty: 5034.339844
	Iteration 58Q: 3 clusters Score -2824916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2824917.000000 Penalty: 5034.339844
	Iteration 59Q: 3 clusters Score -2824917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2824911.500000 Penalty: 5034.339844
	Iteration 60F: 3 clusters Score -2824912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2824914.500000 Penalty: 5034.339844
	Iteration 61Q: 3 clusters Score -2824914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2824923.250000 Penalty: 5034.339844
	Iteration 62Q: 3 clusters Score -2824923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2824923.000000 Penalty: 5034.339844
	Iteration 63Q: 3 clusters Score -2824923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2824925.750000 Penalty: 5034.339844
	Iteration 64Q: 3 clusters Score -2824926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2824925.750000 Penalty: 5034.339844
	Iteration 65F: 3 clusters Score -2824926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Entering Unmasked Estep 
Score: -3023089.500000 Penalty: 2533.784668
	Iteration 0F: 2 clusters Score -3023090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3004189.750000 Penalty: 5067.569336
	Iteration 0F: 3 clusters Score -3004190 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3011420.500000 Penalty: 5067.569336
	Iteration 1F: 3 clusters Score -3011420 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3012493.750000 Penalty: 5067.569336
	Iteration 2F: 3 clusters Score -3012494 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3013702.000000 Penalty: 5067.569336
	Iteration 3F: 3 clusters Score -3013702 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3014928.250000 Penalty: 5067.569336
	Iteration 4F: 3 clusters Score -3014928 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3016076.750000 Penalty: 5067.569336
	Iteration 5F: 3 clusters Score -3016077 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3017022.000000 Penalty: 5067.569336
	Iteration 6F: 3 clusters Score -3017022 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3017710.250000 Penalty: 5067.569336
	Iteration 7F: 3 clusters Score -3017710 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3018196.750000 Penalty: 5067.569336
	Iteration 8Q: 3 clusters Score -3018197 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3018538.250000 Penalty: 5067.569336
	Iteration 9Q: 3 clusters Score -3018538 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3018818.000000 Penalty: 5067.569336
	Iteration 10Q: 3 clusters Score -3018818 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3019017.250000 Penalty: 5067.569336
	Iteration 11Q: 3 clusters Score -3019017 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3019132.750000 Penalty: 5067.569336
	Iteration 12Q: 3 clusters Score -3019133 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3019218.500000 Penalty: 5067.569336
	Iteration 13Q: 3 clusters Score -3019218 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3019280.750000 Penalty: 5067.569336
	Iteration 14Q: 3 clusters Score -3019281 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3019362.250000 Penalty: 5067.569336
	Iteration 15Q: 3 clusters Score -3019362 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3019415.250000 Penalty: 5067.569336
	Iteration 16Q: 3 clusters Score -3019415 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3019477.750000 Penalty: 5067.569336
	Iteration 17Q: 3 clusters Score -3019478 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -3019511.250000 Penalty: 5067.569336
	Iteration 18Q: 3 clusters Score -3019511 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -3019540.750000 Penalty: 5067.569336
	Iteration 19Q: 3 clusters Score -3019541 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3019580.250000 Penalty: 5067.569336
	Iteration 20F: 3 clusters Score -3019580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3019595.000000 Penalty: 5067.569336
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3019713 nChanged 184
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Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3019752 nChanged 185
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Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 15580 members 
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	Iteration 26Q: 3 clusters Score -3019783 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3020358 nChanged 138
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Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3020373 nChanged 116
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Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 17813 members 
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	Iteration 42Q: 3 clusters Score -3020410 nChanged 132
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Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 18047 members 
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Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8821 members 
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Mstep: Class 1 contains 8722 members 
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Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 18728 members 
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 18825 members 
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Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 18910 members 
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Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 18975 members 
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Mstep: Class 1 contains 8329 members 
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Mstep: Class 1 contains 8279 members 
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Mstep: Class 1 contains 8237 members 
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Mstep: Class 1 contains 8189 members 
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Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 19216 members 
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	Iteration 59Q: 3 clusters Score -3020615 nChanged 46
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Mstep: Class 1 contains 8101 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3020622 nChanged 47
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Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 19305 members 
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	Iteration 61Q: 3 clusters Score -3020627 nChanged 54
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Mstep: Class 1 contains 8004 members 
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Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 19402 members 
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Mstep: Class 1 contains 7916 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7863 members 
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Mstep: Class 1 contains 7818 members 
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Mstep: Class 1 contains 7783 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3020666 nChanged 35
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Mstep: Class 1 contains 7748 members 
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Mstep: Class 1 contains 7709 members 
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	Iteration 69Q: 3 clusters Score -3020663 nChanged 51
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Mstep: Class 1 contains 7658 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3020673 nChanged 58
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Mstep: Class 1 contains 7600 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3020683 nChanged 41
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Mstep: Class 1 contains 7447 members 
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Mstep: Class 1 contains 7398 members 
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	Iteration 76Q: 3 clusters Score -3020694 nChanged 58
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Mstep: Class 1 contains 7340 members 
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Mstep: Class 1 contains 7262 members 
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Mstep: Class 1 contains 7180 members 
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	Iteration 79Q: 3 clusters Score -3020738 nChanged 73
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Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3020743 nChanged 77
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Mstep: Class 1 contains 7030 members 
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Mstep: Class 1 contains 6951 members 
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Mstep: Class 1 contains 6876 members 
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	Iteration 83Q: 3 clusters Score -3020780 nChanged 66
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Mstep: Class 1 contains 6810 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3020783 nChanged 66
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Mstep: Class 1 contains 6746 members 
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Mstep: Class 1 contains 6686 members 
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	Iteration 86Q: 3 clusters Score -3020800 nChanged 58
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Mstep: Class 1 contains 6628 members 
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	Iteration 87Q: 3 clusters Score -3020812 nChanged 48
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Mstep: Class 1 contains 6582 members 
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Mstep: Class 1 contains 6541 members 
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	Iteration 89Q: 3 clusters Score -3020814 nChanged 30
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Mstep: Class 1 contains 6513 members 
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Mstep: Class 1 contains 6486 members 
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	Iteration 91Q: 3 clusters Score -3020816 nChanged 40
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Mstep: Class 1 contains 6446 members 
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	Iteration 92Q: 3 clusters Score -3020826 nChanged 31
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Mstep: Class 1 contains 6415 members 
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	Iteration 93Q: 3 clusters Score -3020826 nChanged 26
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Mstep: Class 1 contains 6391 members 
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	Iteration 94Q: 3 clusters Score -3020824 nChanged 31
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Mstep: Class 1 contains 6360 members 
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	Iteration 95Q: 3 clusters Score -3020828 nChanged 41
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Mstep: Class 1 contains 6321 members 
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	Iteration 96Q: 3 clusters Score -3020844 nChanged 34
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Mstep: Class 1 contains 6287 members 
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	Iteration 97Q: 3 clusters Score -3020841 nChanged 31
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Mstep: Class 1 contains 6256 members 
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	Iteration 98Q: 3 clusters Score -3020856 nChanged 33
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Mstep: Class 1 contains 6223 members 
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Mstep: Class 1 contains 6190 members 
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Mstep: Class 1 contains 6149 members 
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	Iteration 101Q: 3 clusters Score -3020869 nChanged 53
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Mstep: Class 1 contains 6098 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3020877 nChanged 53
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Mstep: Class 1 contains 6049 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3020882 nChanged 46
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Mstep: Class 1 contains 6003 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3020893 nChanged 52
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Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 21410 members 
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	Iteration 105Q: 3 clusters Score -3020894 nChanged 53
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Mstep: Class 1 contains 5900 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3020910 nChanged 53
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Mstep: Class 1 contains 5853 members 
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Entering Unmasked Estep 
Score: -3020916.250000 Penalty: 5067.569336
	Iteration 107Q: 3 clusters Score -3020916 nChanged 39
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Mstep: Class 1 contains 5814 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3020917 nChanged 53
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Mstep: Class 1 contains 5761 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3020928 nChanged 52
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Mstep: Class 1 contains 5709 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3020930 nChanged 41
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Mstep: Class 1 contains 5670 members 
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Entering Unmasked Estep 
Score: -3020932.000000 Penalty: 5067.569336
	Iteration 111Q: 3 clusters Score -3020932 nChanged 51
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Mstep: Class 1 contains 5619 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3020939 nChanged 51
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Mstep: Class 1 contains 5568 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3020956 nChanged 47
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Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3020952.000000 Penalty: 5067.569336
	Iteration 114Q: 3 clusters Score -3020952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -3020961.750000 Penalty: 5067.569336
	Iteration 115Q: 3 clusters Score -3020962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3020961.750000 Penalty: 5067.569336
	Iteration 116Q: 3 clusters Score -3020962 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -3020979.000000 Penalty: 5067.569336
	Iteration 117Q: 3 clusters Score -3020979 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3020983.750000 Penalty: 5067.569336
	Iteration 118Q: 3 clusters Score -3020984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3021002.000000 Penalty: 5067.569336
	Iteration 119Q: 3 clusters Score -3021002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3021025.750000 Penalty: 5067.569336
	Iteration 120F: 3 clusters Score -3021026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -3021028.500000 Penalty: 5067.569336
	Iteration 121Q: 3 clusters Score -3021028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3021055.750000 Penalty: 5067.569336
	Iteration 122Q: 3 clusters Score -3021056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3021076.500000 Penalty: 5067.569336
	Iteration 123Q: 3 clusters Score -3021076 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3021091.000000 Penalty: 5067.569336
	Iteration 124Q: 3 clusters Score -3021091 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3021128.750000 Penalty: 5067.569336
	Iteration 125Q: 3 clusters Score -3021129 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -3021185.250000 Penalty: 5067.569336
	Iteration 126Q: 3 clusters Score -3021185 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3021257.250000 Penalty: 5067.569336
	Iteration 127Q: 3 clusters Score -3021257 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3021343.000000 Penalty: 5067.569336
	Iteration 128Q: 3 clusters Score -3021343 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3021431.750000 Penalty: 5067.569336
	Iteration 129Q: 3 clusters Score -3021432 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3021515.250000 Penalty: 5067.569336
	Iteration 130Q: 3 clusters Score -3021515 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3021610.000000 Penalty: 5067.569336
	Iteration 131Q: 3 clusters Score -3021610 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3021682.500000 Penalty: 5067.569336
	Iteration 132Q: 3 clusters Score -3021682 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3021710.750000 Penalty: 5067.569336
	Iteration 133Q: 3 clusters Score -3021711 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3021751.250000 Penalty: 5067.569336
	Iteration 134Q: 3 clusters Score -3021751 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3021772.000000 Penalty: 5067.569336
	Iteration 135Q: 3 clusters Score -3021772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3021791.250000 Penalty: 5067.569336
	Iteration 136Q: 3 clusters Score -3021791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3021797.000000 Penalty: 5067.569336
	Iteration 137Q: 3 clusters Score -3021797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3021804.000000 Penalty: 5067.569336
	Iteration 138Q: 3 clusters Score -3021804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3021803.500000 Penalty: 5067.569336
	Iteration 139Q: 3 clusters Score -3021804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3021810.750000 Penalty: 5067.569336
	Iteration 140F: 3 clusters Score -3021811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3021814.000000 Penalty: 5067.569336
	Iteration 141Q: 3 clusters Score -3021814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3021827.000000 Penalty: 5067.569336
	Iteration 142Q: 3 clusters Score -3021827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3021829.000000 Penalty: 5067.569336
	Iteration 143Q: 3 clusters Score -3021829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3021829.750000 Penalty: 5067.569336
	Iteration 144Q: 3 clusters Score -3021830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3021839.500000 Penalty: 5067.569336
	Iteration 145Q: 3 clusters Score -3021840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3021842.750000 Penalty: 5067.569336
	Iteration 146Q: 3 clusters Score -3021843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3021851.000000 Penalty: 5067.569336
	Iteration 147Q: 3 clusters Score -3021851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3021855.250000 Penalty: 5067.569336
	Iteration 148Q: 3 clusters Score -3021855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3021860.500000 Penalty: 5067.569336
	Iteration 149Q: 3 clusters Score -3021860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3021866.000000 Penalty: 5067.569336
	Iteration 150Q: 3 clusters Score -3021866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3021864.500000 Penalty: 5067.569336
	Iteration 151Q: 3 clusters Score -3021864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3021870.250000 Penalty: 5067.569336
	Iteration 152Q: 3 clusters Score -3021870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3021874.250000 Penalty: 5067.569336
	Iteration 153Q: 3 clusters Score -3021874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3021882.000000 Penalty: 5067.569336
	Iteration 154Q: 3 clusters Score -3021882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3021874.250000 Penalty: 5067.569336
	Iteration 155Q: 3 clusters Score -3021874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3021872.750000 Penalty: 5067.569336
	Iteration 156Q: 3 clusters Score -3021873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3021881.750000 Penalty: 5067.569336
	Iteration 157Q: 3 clusters Score -3021882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3021879.000000 Penalty: 5067.569336
	Iteration 158Q: 3 clusters Score -3021879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3021878.250000 Penalty: 5067.569336
	Iteration 159Q: 3 clusters Score -3021878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3021882.000000 Penalty: 5067.569336
	Iteration 160F: 3 clusters Score -3021882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3021881.500000 Penalty: 5067.569336
	Iteration 161Q: 3 clusters Score -3021882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3021885.750000 Penalty: 5067.569336
	Iteration 162Q: 3 clusters Score -3021886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3021887.750000 Penalty: 5067.569336
	Iteration 163Q: 3 clusters Score -3021888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3021890.500000 Penalty: 5067.569336
	Iteration 164Q: 3 clusters Score -3021890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3021893.750000 Penalty: 5067.569336
	Iteration 165Q: 3 clusters Score -3021894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3021890.750000 Penalty: 5067.569336
	Iteration 166Q: 3 clusters Score -3021891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3021897.750000 Penalty: 5067.569336
	Iteration 167Q: 3 clusters Score -3021898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3021899.750000 Penalty: 5067.569336
	Iteration 168Q: 3 clusters Score -3021900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3021897.250000 Penalty: 5067.569336
	Iteration 169Q: 3 clusters Score -3021897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3021899.500000 Penalty: 5067.569336
	Iteration 170Q: 3 clusters Score -3021900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3021898.000000 Penalty: 5067.569336
	Iteration 171Q: 3 clusters Score -3021898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3021898.000000 Penalty: 5067.569336
	Iteration 172F: 3 clusters Score -3021898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -748107.312500 Penalty: 2166.848389
	Iteration 0F: 2 clusters Score -748107.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -742774.875000 Penalty: 4333.696777
	Iteration 0F: 3 clusters Score -742774.9 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -744132.000000 Penalty: 4333.696777
	Iteration 1F: 3 clusters Score -744132 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -744392.625000 Penalty: 4333.696777
	Iteration 2F: 3 clusters Score -744392.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -744563.875000 Penalty: 4333.696777
	Iteration 3F: 3 clusters Score -744563.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -744691.437500 Penalty: 4333.696777
	Iteration 4Q: 3 clusters Score -744691.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -744785.125000 Penalty: 4333.696777
	Iteration 5Q: 3 clusters Score -744785.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -744869.187500 Penalty: 4333.696777
	Iteration 6Q: 3 clusters Score -744869.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -744956.875000 Penalty: 4333.696777
	Iteration 7Q: 3 clusters Score -744956.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -745044.312500 Penalty: 4333.696777
	Iteration 8Q: 3 clusters Score -745044.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -745142.125000 Penalty: 4333.696777
	Iteration 9Q: 3 clusters Score -745142.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -745243.687500 Penalty: 4333.696777
	Iteration 10Q: 3 clusters Score -745243.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -745349.750000 Penalty: 4333.696777
	Iteration 11Q: 3 clusters Score -745349.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -745449.000000 Penalty: 4333.696777
	Iteration 12Q: 3 clusters Score -745449 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -745534.625000 Penalty: 4333.696777
	Iteration 13Q: 3 clusters Score -745534.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -745602.625000 Penalty: 4333.696777
	Iteration 14Q: 3 clusters Score -745602.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -745660.625000 Penalty: 4333.696777
	Iteration 15Q: 3 clusters Score -745660.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -745721.937500 Penalty: 4333.696777
	Iteration 16Q: 3 clusters Score -745721.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -745773.562500 Penalty: 4333.696777
	Iteration 17Q: 3 clusters Score -745773.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -745823.375000 Penalty: 4333.696777
	Iteration 18Q: 3 clusters Score -745823.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -745863.562500 Penalty: 4333.696777
	Iteration 19Q: 3 clusters Score -745863.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -745893.562500 Penalty: 4333.696777
	Iteration 20F: 3 clusters Score -745893.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -745918.750000 Penalty: 4333.696777
	Iteration 21Q: 3 clusters Score -745918.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -745950.812500 Penalty: 4333.696777
	Iteration 22Q: 3 clusters Score -745950.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -745980.875000 Penalty: 4333.696777
	Iteration 23Q: 3 clusters Score -745980.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -746005.687500 Penalty: 4333.696777
	Iteration 24Q: 3 clusters Score -746005.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -746028.312500 Penalty: 4333.696777
	Iteration 25Q: 3 clusters Score -746028.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -746047.812500 Penalty: 4333.696777
	Iteration 26Q: 3 clusters Score -746047.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -746071.375000 Penalty: 4333.696777
	Iteration 27Q: 3 clusters Score -746071.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -746090.250000 Penalty: 4333.696777
	Iteration 28Q: 3 clusters Score -746090.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -746102.687500 Penalty: 4333.696777
	Iteration 29Q: 3 clusters Score -746102.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -746111.562500 Penalty: 4333.696777
	Iteration 30Q: 3 clusters Score -746111.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -746116.125000 Penalty: 4333.696777
	Iteration 31Q: 3 clusters Score -746116.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -746120.750000 Penalty: 4333.696777
	Iteration 32Q: 3 clusters Score -746120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -746123.625000 Penalty: 4333.696777
	Iteration 33Q: 3 clusters Score -746123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -746126.437500 Penalty: 4333.696777
	Iteration 34Q: 3 clusters Score -746126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -746128.437500 Penalty: 4333.696777
	Iteration 35Q: 3 clusters Score -746128.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -746132.187500 Penalty: 4333.696777
	Iteration 36Q: 3 clusters Score -746132.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -746139.125000 Penalty: 4333.696777
	Iteration 37Q: 3 clusters Score -746139.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -746148.312500 Penalty: 4333.696777
	Iteration 38Q: 3 clusters Score -746148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -746153.500000 Penalty: 4333.696777
	Iteration 39Q: 3 clusters Score -746153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -746156.562500 Penalty: 4333.696777
	Iteration 40F: 3 clusters Score -746156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -746162.312500 Penalty: 4333.696777
	Iteration 41Q: 3 clusters Score -746162.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -746164.250000 Penalty: 4333.696777
	Iteration 42Q: 3 clusters Score -746164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -746165.250000 Penalty: 4333.696777
	Iteration 43Q: 3 clusters Score -746165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -746164.812500 Penalty: 4333.696777
	Iteration 44Q: 3 clusters Score -746164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -746166.062500 Penalty: 4333.696777
	Iteration 45Q: 3 clusters Score -746166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -746166.562500 Penalty: 4333.696777
	Iteration 46Q: 3 clusters Score -746166.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -746166.562500 Penalty: 4333.696777
	Iteration 47F: 3 clusters Score -746166.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Entering Unmasked Estep 
Score: -622384.750000 Penalty: 2140.059326
	Iteration 0F: 2 clusters Score -622384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -617502.937500 Penalty: 4280.118652
	Iteration 0F: 3 clusters Score -617502.9 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -618818.562500 Penalty: 4280.118652
	Iteration 1F: 3 clusters Score -618818.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -619127.625000 Penalty: 4280.118652
	Iteration 2F: 3 clusters Score -619127.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -619349.625000 Penalty: 4280.118652
	Iteration 3F: 3 clusters Score -619349.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -619615.875000 Penalty: 4280.118652
	Iteration 4F: 3 clusters Score -619615.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -619897.125000 Penalty: 4280.118652
	Iteration 5F: 3 clusters Score -619897.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -620150.062500 Penalty: 4280.118652
	Iteration 6F: 3 clusters Score -620150.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -620338.937500 Penalty: 4280.118652
	Iteration 7Q: 3 clusters Score -620338.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -620490.687500 Penalty: 4280.118652
	Iteration 8Q: 3 clusters Score -620490.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -620599.750000 Penalty: 4280.118652
	Iteration 9Q: 3 clusters Score -620599.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -620671.125000 Penalty: 4280.118652
	Iteration 10Q: 3 clusters Score -620671.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -620727.500000 Penalty: 4280.118652
	Iteration 11Q: 3 clusters Score -620727.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -620765.500000 Penalty: 4280.118652
	Iteration 12Q: 3 clusters Score -620765.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -620792.562500 Penalty: 4280.118652
	Iteration 13Q: 3 clusters Score -620792.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -620807.500000 Penalty: 4280.118652
	Iteration 14Q: 3 clusters Score -620807.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -620817.375000 Penalty: 4280.118652
	Iteration 15Q: 3 clusters Score -620817.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -620824.062500 Penalty: 4280.118652
	Iteration 16Q: 3 clusters Score -620824.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -620828.625000 Penalty: 4280.118652
	Iteration 17Q: 3 clusters Score -620828.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -620837.375000 Penalty: 4280.118652
	Iteration 18Q: 3 clusters Score -620837.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -620848.312500 Penalty: 4280.118652
	Iteration 19Q: 3 clusters Score -620848.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -620861.125000 Penalty: 4280.118652
	Iteration 20F: 3 clusters Score -620861.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -620870.312500 Penalty: 4280.118652
	Iteration 21Q: 3 clusters Score -620870.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -620877.500000 Penalty: 4280.118652
	Iteration 22Q: 3 clusters Score -620877.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -620882.937500 Penalty: 4280.118652
	Iteration 23Q: 3 clusters Score -620882.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -620885.687500 Penalty: 4280.118652
	Iteration 24Q: 3 clusters Score -620885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -620891.000000 Penalty: 4280.118652
	Iteration 25Q: 3 clusters Score -620891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -620893.937500 Penalty: 4280.118652
	Iteration 26Q: 3 clusters Score -620893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -620898.312500 Penalty: 4280.118652
	Iteration 27Q: 3 clusters Score -620898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -620899.125000 Penalty: 4280.118652
	Iteration 28Q: 3 clusters Score -620899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -620901.812500 Penalty: 4280.118652
	Iteration 29Q: 3 clusters Score -620901.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -620904.000000 Penalty: 4280.118652
	Iteration 30Q: 3 clusters Score -620904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -620905.562500 Penalty: 4280.118652
	Iteration 31Q: 3 clusters Score -620905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -620907.937500 Penalty: 4280.118652
	Iteration 32Q: 3 clusters Score -620907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -620908.062500 Penalty: 4280.118652
	Iteration 33Q: 3 clusters Score -620908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -620909.625000 Penalty: 4280.118652
	Iteration 34Q: 3 clusters Score -620909.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -620911.562500 Penalty: 4280.118652
	Iteration 35Q: 3 clusters Score -620911.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -620912.687500 Penalty: 4280.118652
	Iteration 36Q: 3 clusters Score -620912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -620913.875000 Penalty: 4280.118652
	Iteration 37Q: 3 clusters Score -620913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -620915.562500 Penalty: 4280.118652
	Iteration 38Q: 3 clusters Score -620915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -620915.187500 Penalty: 4280.118652
	Iteration 39Q: 3 clusters Score -620915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -620915.187500 Penalty: 4280.118652
	Iteration 40F: 3 clusters Score -620915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Entering Unmasked Estep 
Score: -1656154.750000 Penalty: 2363.573242
	Iteration 0F: 2 clusters Score -1656155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1646108.375000 Penalty: 4727.146484
	Iteration 0F: 3 clusters Score -1646108 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1649267.250000 Penalty: 4727.146484
	Iteration 1F: 3 clusters Score -1649267 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1649704.750000 Penalty: 4727.146484
	Iteration 2F: 3 clusters Score -1649705 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1650048.750000 Penalty: 4727.146484
	Iteration 3F: 3 clusters Score -1650049 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1650425.000000 Penalty: 4727.146484
	Iteration 4Q: 3 clusters Score -1650425 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1650875.875000 Penalty: 4727.146484
	Iteration 5Q: 3 clusters Score -1650876 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1651416.250000 Penalty: 4727.146484
	Iteration 6F: 3 clusters Score -1651416 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1651960.875000 Penalty: 4727.146484
	Iteration 7Q: 3 clusters Score -1651961 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1652413.125000 Penalty: 4727.146484
	Iteration 8Q: 3 clusters Score -1652413 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1652755.875000 Penalty: 4727.146484
	Iteration 9Q: 3 clusters Score -1652756 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1653005.375000 Penalty: 4727.146484
	Iteration 10Q: 3 clusters Score -1653005 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1653185.750000 Penalty: 4727.146484
	Iteration 11Q: 3 clusters Score -1653186 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1653330.625000 Penalty: 4727.146484
	Iteration 12Q: 3 clusters Score -1653331 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1653441.500000 Penalty: 4727.146484
	Iteration 13Q: 3 clusters Score -1653442 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1653545.125000 Penalty: 4727.146484
	Iteration 14Q: 3 clusters Score -1653545 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1653645.750000 Penalty: 4727.146484
	Iteration 15Q: 3 clusters Score -1653646 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1653727.000000 Penalty: 4727.146484
	Iteration 16Q: 3 clusters Score -1653727 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1653791.125000 Penalty: 4727.146484
	Iteration 17Q: 3 clusters Score -1653791 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1653855.750000 Penalty: 4727.146484
	Iteration 18Q: 3 clusters Score -1653856 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1653916.125000 Penalty: 4727.146484
	Iteration 19Q: 3 clusters Score -1653916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1653965.500000 Penalty: 4727.146484
	Iteration 20F: 3 clusters Score -1653966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1653992.750000 Penalty: 4727.146484
	Iteration 21Q: 3 clusters Score -1653993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1654025.125000 Penalty: 4727.146484
	Iteration 22Q: 3 clusters Score -1654025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1654044.875000 Penalty: 4727.146484
	Iteration 23Q: 3 clusters Score -1654045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1654083.375000 Penalty: 4727.146484
	Iteration 24Q: 3 clusters Score -1654083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1654114.500000 Penalty: 4727.146484
	Iteration 25Q: 3 clusters Score -1654114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1654139.875000 Penalty: 4727.146484
	Iteration 26Q: 3 clusters Score -1654140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1654159.250000 Penalty: 4727.146484
	Iteration 27Q: 3 clusters Score -1654159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1654174.625000 Penalty: 4727.146484
	Iteration 28Q: 3 clusters Score -1654175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1654202.000000 Penalty: 4727.146484
	Iteration 29Q: 3 clusters Score -1654202 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1654219.000000 Penalty: 4727.146484
	Iteration 30Q: 3 clusters Score -1654219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1654229.000000 Penalty: 4727.146484
	Iteration 31Q: 3 clusters Score -1654229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1654234.500000 Penalty: 4727.146484
	Iteration 32Q: 3 clusters Score -1654234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1654239.125000 Penalty: 4727.146484
	Iteration 33Q: 3 clusters Score -1654239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1654242.875000 Penalty: 4727.146484
	Iteration 34Q: 3 clusters Score -1654243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1654249.125000 Penalty: 4727.146484
	Iteration 35Q: 3 clusters Score -1654249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1654254.125000 Penalty: 4727.146484
	Iteration 36Q: 3 clusters Score -1654254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1654257.875000 Penalty: 4727.146484
	Iteration 37Q: 3 clusters Score -1654258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1654268.375000 Penalty: 4727.146484
	Iteration 38Q: 3 clusters Score -1654268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1654265.750000 Penalty: 4727.146484
	Iteration 39Q: 3 clusters Score -1654266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1654280.250000 Penalty: 4727.146484
	Iteration 40F: 3 clusters Score -1654280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1654281.125000 Penalty: 4727.146484
	Iteration 41Q: 3 clusters Score -1654281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1654283.750000 Penalty: 4727.146484
	Iteration 42Q: 3 clusters Score -1654284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1654285.000000 Penalty: 4727.146484
	Iteration 43Q: 3 clusters Score -1654285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1654289.750000 Penalty: 4727.146484
	Iteration 44Q: 3 clusters Score -1654290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1654296.250000 Penalty: 4727.146484
	Iteration 45Q: 3 clusters Score -1654296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1654295.625000 Penalty: 4727.146484
	Iteration 46Q: 3 clusters Score -1654296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1654299.500000 Penalty: 4727.146484
	Iteration 47Q: 3 clusters Score -1654300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1654300.250000 Penalty: 4727.146484
	Iteration 48Q: 3 clusters Score -1654300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1654306.500000 Penalty: 4727.146484
	Iteration 49Q: 3 clusters Score -1654306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1654309.750000 Penalty: 4727.146484
	Iteration 50Q: 3 clusters Score -1654310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1654308.250000 Penalty: 4727.146484
	Iteration 51Q: 3 clusters Score -1654308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1654307.375000 Penalty: 4727.146484
	Iteration 52Q: 3 clusters Score -1654307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1654308.875000 Penalty: 4727.146484
	Iteration 53Q: 3 clusters Score -1654309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1654309.625000 Penalty: 4727.146484
	Iteration 54Q: 3 clusters Score -1654310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1654310.625000 Penalty: 4727.146484
	Iteration 55Q: 3 clusters Score -1654311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1654310.375000 Penalty: 4727.146484
	Iteration 56Q: 3 clusters Score -1654310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1654308.875000 Penalty: 4727.146484
	Iteration 57Q: 3 clusters Score -1654309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1654308.000000 Penalty: 4727.146484
	Iteration 58Q: 3 clusters Score -1654308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1654310.125000 Penalty: 4727.146484
	Iteration 59Q: 3 clusters Score -1654310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1654312.500000 Penalty: 4727.146484
	Iteration 60F: 3 clusters Score -1654312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1654311.375000 Penalty: 4727.146484
	Iteration 61Q: 3 clusters Score -1654311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1654313.000000 Penalty: 4727.146484
	Iteration 62Q: 3 clusters Score -1654313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1654314.625000 Penalty: 4727.146484
	Iteration 63Q: 3 clusters Score -1654315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1654314.625000 Penalty: 4727.146484
	Iteration 64F: 3 clusters Score -1654315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -188495.687500 Penalty: 1828.441162
	Iteration 0F: 2 clusters Score -188495.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186179.562500 Penalty: 3656.882324
	Iteration 0F: 3 clusters Score -186179.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -186604.015625 Penalty: 3656.882324
	Iteration 1F: 3 clusters Score -186604 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -186749.093750 Penalty: 3656.882324
	Iteration 2F: 3 clusters Score -186749.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -186845.312500 Penalty: 3656.882324
	Iteration 3F: 3 clusters Score -186845.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -186905.296875 Penalty: 3656.882324
	Iteration 4Q: 3 clusters Score -186905.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -186941.500000 Penalty: 3656.882324
	Iteration 5Q: 3 clusters Score -186941.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -186955.250000 Penalty: 3656.882324
	Iteration 6Q: 3 clusters Score -186955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -186960.437500 Penalty: 3656.882324
	Iteration 7Q: 3 clusters Score -186960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -186960.859375 Penalty: 3656.882324
	Iteration 8Q: 3 clusters Score -186960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -186961.968750 Penalty: 3656.882324
	Iteration 9Q: 3 clusters Score -186962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -186964.562500 Penalty: 3656.882324
	Iteration 10Q: 3 clusters Score -186964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -186965.453125 Penalty: 3656.882324
	Iteration 11Q: 3 clusters Score -186965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -186966.453125 Penalty: 3656.882324
	Iteration 12Q: 3 clusters Score -186966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -186966.453125 Penalty: 3656.882324
	Iteration 13F: 3 clusters Score -186966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Entering Unmasked Estep 
Score: -1276344.875000 Penalty: 2355.075195
	Iteration 0F: 2 clusters Score -1276345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1266608.750000 Penalty: 4710.150391
	Iteration 0F: 3 clusters Score -1266609 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1270058.875000 Penalty: 4710.150391
	Iteration 1F: 3 clusters Score -1270059 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1270893.625000 Penalty: 4710.150391
	Iteration 2F: 3 clusters Score -1270894 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1271651.375000 Penalty: 4710.150391
	Iteration 3F: 3 clusters Score -1271651 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1272321.000000 Penalty: 4710.150391
	Iteration 4F: 3 clusters Score -1272321 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1272893.250000 Penalty: 4710.150391
	Iteration 5F: 3 clusters Score -1272893 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1273309.250000 Penalty: 4710.150391
	Iteration 6Q: 3 clusters Score -1273309 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1273621.625000 Penalty: 4710.150391
	Iteration 7Q: 3 clusters Score -1273622 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1273872.625000 Penalty: 4710.150391
	Iteration 8Q: 3 clusters Score -1273873 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1274081.500000 Penalty: 4710.150391
	Iteration 9Q: 3 clusters Score -1274082 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1274235.625000 Penalty: 4710.150391
	Iteration 10Q: 3 clusters Score -1274236 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1274344.375000 Penalty: 4710.150391
	Iteration 11Q: 3 clusters Score -1274344 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1274419.250000 Penalty: 4710.150391
	Iteration 12Q: 3 clusters Score -1274419 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1274482.625000 Penalty: 4710.150391
	Iteration 13Q: 3 clusters Score -1274483 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1274544.125000 Penalty: 4710.150391
	Iteration 14Q: 3 clusters Score -1274544 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1274618.625000 Penalty: 4710.150391
	Iteration 15Q: 3 clusters Score -1274619 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1274675.625000 Penalty: 4710.150391
	Iteration 16Q: 3 clusters Score -1274676 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1274720.250000 Penalty: 4710.150391
	Iteration 17Q: 3 clusters Score -1274720 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1274757.500000 Penalty: 4710.150391
	Iteration 18Q: 3 clusters Score -1274758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1274779.250000 Penalty: 4710.150391
	Iteration 19Q: 3 clusters Score -1274779 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1274808.375000 Penalty: 4710.150391
	Iteration 20F: 3 clusters Score -1274808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1274820.750000 Penalty: 4710.150391
	Iteration 21Q: 3 clusters Score -1274821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1274829.750000 Penalty: 4710.150391
	Iteration 22Q: 3 clusters Score -1274830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1274841.750000 Penalty: 4710.150391
	Iteration 23Q: 3 clusters Score -1274842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1274853.250000 Penalty: 4710.150391
	Iteration 24Q: 3 clusters Score -1274853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1274868.750000 Penalty: 4710.150391
	Iteration 25Q: 3 clusters Score -1274869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1274890.125000 Penalty: 4710.150391
	Iteration 26Q: 3 clusters Score -1274890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1274906.375000 Penalty: 4710.150391
	Iteration 27Q: 3 clusters Score -1274906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1274915.500000 Penalty: 4710.150391
	Iteration 28Q: 3 clusters Score -1274916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1274927.875000 Penalty: 4710.150391
	Iteration 29Q: 3 clusters Score -1274928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1274929.250000 Penalty: 4710.150391
	Iteration 30Q: 3 clusters Score -1274929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1274937.750000 Penalty: 4710.150391
	Iteration 31Q: 3 clusters Score -1274938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1274946.125000 Penalty: 4710.150391
	Iteration 32Q: 3 clusters Score -1274946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1274952.750000 Penalty: 4710.150391
	Iteration 33Q: 3 clusters Score -1274953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1274958.250000 Penalty: 4710.150391
	Iteration 34Q: 3 clusters Score -1274958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1274962.625000 Penalty: 4710.150391
	Iteration 35Q: 3 clusters Score -1274963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1274967.625000 Penalty: 4710.150391
	Iteration 36Q: 3 clusters Score -1274968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1274969.750000 Penalty: 4710.150391
	Iteration 37Q: 3 clusters Score -1274970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1274971.375000 Penalty: 4710.150391
	Iteration 38Q: 3 clusters Score -1274971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1274975.750000 Penalty: 4710.150391
	Iteration 39Q: 3 clusters Score -1274976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1274980.500000 Penalty: 4710.150391
	Iteration 40F: 3 clusters Score -1274980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1274983.250000 Penalty: 4710.150391
	Iteration 41Q: 3 clusters Score -1274983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1274984.625000 Penalty: 4710.150391
	Iteration 42Q: 3 clusters Score -1274985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1274987.125000 Penalty: 4710.150391
	Iteration 43Q: 3 clusters Score -1274987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1274988.125000 Penalty: 4710.150391
	Iteration 44Q: 3 clusters Score -1274988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1274987.625000 Penalty: 4710.150391
	Iteration 45Q: 3 clusters Score -1274988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1274985.375000 Penalty: 4710.150391
	Iteration 46Q: 3 clusters Score -1274985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1274985.375000 Penalty: 4710.150391
	Iteration 47F: 3 clusters Score -1274985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Entering Unmasked Estep 
Score: -1803986.750000 Penalty: 2383.509766
	Iteration 0F: 2 clusters Score -1803987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1793271.000000 Penalty: 4767.019531
	Iteration 0F: 3 clusters Score -1793271 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1796618.500000 Penalty: 4767.019531
	Iteration 1F: 3 clusters Score -1796618 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1796937.250000 Penalty: 4767.019531
	Iteration 2F: 3 clusters Score -1796937 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1797238.375000 Penalty: 4767.019531
	Iteration 3Q: 3 clusters Score -1797238 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1797586.625000 Penalty: 4767.019531
	Iteration 4Q: 3 clusters Score -1797587 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1798035.250000 Penalty: 4767.019531
	Iteration 5F: 3 clusters Score -1798035 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1798622.375000 Penalty: 4767.019531
	Iteration 6F: 3 clusters Score -1798622 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1799460.375000 Penalty: 4767.019531
	Iteration 7F: 3 clusters Score -1799460 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1800441.500000 Penalty: 4767.019531
	Iteration 8F: 3 clusters Score -1800442 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1801340.750000 Penalty: 4767.019531
	Iteration 9F: 3 clusters Score -1801341 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1801992.000000 Penalty: 4767.019531
	Iteration 10Q: 3 clusters Score -1801992 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1802457.750000 Penalty: 4767.019531
	Iteration 11Q: 3 clusters Score -1802458 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1802778.000000 Penalty: 4767.019531
	Iteration 12Q: 3 clusters Score -1802778 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1802988.750000 Penalty: 4767.019531
	Iteration 13Q: 3 clusters Score -1802989 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1803141.750000 Penalty: 4767.019531
	Iteration 14Q: 3 clusters Score -1803142 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1803264.125000 Penalty: 4767.019531
	Iteration 15Q: 3 clusters Score -1803264 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1803346.000000 Penalty: 4767.019531
	Iteration 16Q: 3 clusters Score -1803346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1803406.875000 Penalty: 4767.019531
	Iteration 17Q: 3 clusters Score -1803407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1803459.875000 Penalty: 4767.019531
	Iteration 18Q: 3 clusters Score -1803460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1803506.625000 Penalty: 4767.019531
	Iteration 19Q: 3 clusters Score -1803507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1803532.000000 Penalty: 4767.019531
	Iteration 20F: 3 clusters Score -1803532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1803540.875000 Penalty: 4767.019531
	Iteration 21Q: 3 clusters Score -1803541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1803540.000000 Penalty: 4767.019531
	Iteration 22Q: 3 clusters Score -1803540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1803541.250000 Penalty: 4767.019531
	Iteration 23Q: 3 clusters Score -1803541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1803540.875000 Penalty: 4767.019531
	Iteration 24Q: 3 clusters Score -1803541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1803538.375000 Penalty: 4767.019531
	Iteration 25Q: 3 clusters Score -1803538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1803543.000000 Penalty: 4767.019531
	Iteration 26Q: 3 clusters Score -1803543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1803544.875000 Penalty: 4767.019531
	Iteration 27Q: 3 clusters Score -1803545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1803548.125000 Penalty: 4767.019531
	Iteration 28Q: 3 clusters Score -1803548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1803550.750000 Penalty: 4767.019531
	Iteration 29Q: 3 clusters Score -1803551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1803550.375000 Penalty: 4767.019531
	Iteration 30Q: 3 clusters Score -1803550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1803549.250000 Penalty: 4767.019531
	Iteration 31Q: 3 clusters Score -1803549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1803549.250000 Penalty: 4767.019531
	Iteration 32F: 3 clusters Score -1803549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -370617.437500 Penalty: 1999.092285
	Iteration 0F: 2 clusters Score -370617.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -367252.937500 Penalty: 3998.184570
	Iteration 0F: 3 clusters Score -367252.9 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -367985.218750 Penalty: 3998.184570
	Iteration 1F: 3 clusters Score -367985.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -368194.562500 Penalty: 3998.184570
	Iteration 2F: 3 clusters Score -368194.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -368362.718750 Penalty: 3998.184570
	Iteration 3F: 3 clusters Score -368362.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -368519.625000 Penalty: 3998.184570
	Iteration 4F: 3 clusters Score -368519.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -368669.437500 Penalty: 3998.184570
	Iteration 5Q: 3 clusters Score -368669.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -368817.031250 Penalty: 3998.184570
	Iteration 6Q: 3 clusters Score -368817 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -368941.000000 Penalty: 3998.184570
	Iteration 7Q: 3 clusters Score -368941 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -369055.156250 Penalty: 3998.184570
	Iteration 8Q: 3 clusters Score -369055.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -369158.656250 Penalty: 3998.184570
	Iteration 9Q: 3 clusters Score -369158.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -369250.593750 Penalty: 3998.184570
	Iteration 10Q: 3 clusters Score -369250.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -369317.781250 Penalty: 3998.184570
	Iteration 11Q: 3 clusters Score -369317.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -369355.656250 Penalty: 3998.184570
	Iteration 12Q: 3 clusters Score -369355.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -369375.312500 Penalty: 3998.184570
	Iteration 13Q: 3 clusters Score -369375.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -369389.531250 Penalty: 3998.184570
	Iteration 14Q: 3 clusters Score -369389.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -369402.000000 Penalty: 3998.184570
	Iteration 15Q: 3 clusters Score -369402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -369410.593750 Penalty: 3998.184570
	Iteration 16Q: 3 clusters Score -369410.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -369418.250000 Penalty: 3998.184570
	Iteration 17Q: 3 clusters Score -369418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -369423.781250 Penalty: 3998.184570
	Iteration 18Q: 3 clusters Score -369423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -369425.875000 Penalty: 3998.184570
	Iteration 19Q: 3 clusters Score -369425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -369428.437500 Penalty: 3998.184570
	Iteration 20F: 3 clusters Score -369428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -369430.156250 Penalty: 3998.184570
	Iteration 21Q: 3 clusters Score -369430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -369432.125000 Penalty: 3998.184570
	Iteration 22Q: 3 clusters Score -369432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -369432.843750 Penalty: 3998.184570
	Iteration 23Q: 3 clusters Score -369432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -369432.656250 Penalty: 3998.184570
	Iteration 24Q: 3 clusters Score -369432.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -369433.937500 Penalty: 3998.184570
	Iteration 25Q: 3 clusters Score -369433.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -369434.343750 Penalty: 3998.184570
	Iteration 26Q: 3 clusters Score -369434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -369435.906250 Penalty: 3998.184570
	Iteration 27Q: 3 clusters Score -369435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -369435.906250 Penalty: 3998.184570
	Iteration 28F: 3 clusters Score -369435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Entering Unmasked Estep 
Score: -701432.625000 Penalty: 2152.890869
	Iteration 0F: 2 clusters Score -701432.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -696342.125000 Penalty: 4305.781738
	Iteration 0F: 3 clusters Score -696342.1 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -697666.062500 Penalty: 4305.781738
	Iteration 1F: 3 clusters Score -697666.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -697893.812500 Penalty: 4305.781738
	Iteration 2F: 3 clusters Score -697893.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -698065.812500 Penalty: 4305.781738
	Iteration 3F: 3 clusters Score -698065.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -698201.562500 Penalty: 4305.781738
	Iteration 4Q: 3 clusters Score -698201.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -698317.875000 Penalty: 4305.781738
	Iteration 5Q: 3 clusters Score -698317.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -698422.000000 Penalty: 4305.781738
	Iteration 6Q: 3 clusters Score -698422 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -698510.687500 Penalty: 4305.781738
	Iteration 7Q: 3 clusters Score -698510.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -698584.000000 Penalty: 4305.781738
	Iteration 8Q: 3 clusters Score -698584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -698648.500000 Penalty: 4305.781738
	Iteration 9Q: 3 clusters Score -698648.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -698699.062500 Penalty: 4305.781738
	Iteration 10Q: 3 clusters Score -698699.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -698749.875000 Penalty: 4305.781738
	Iteration 11Q: 3 clusters Score -698749.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -698795.062500 Penalty: 4305.781738
	Iteration 12Q: 3 clusters Score -698795.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -698849.187500 Penalty: 4305.781738
	Iteration 13Q: 3 clusters Score -698849.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -698904.125000 Penalty: 4305.781738
	Iteration 14Q: 3 clusters Score -698904.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -698979.562500 Penalty: 4305.781738
	Iteration 15Q: 3 clusters Score -698979.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -699053.750000 Penalty: 4305.781738
	Iteration 16Q: 3 clusters Score -699053.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -699122.625000 Penalty: 4305.781738
	Iteration 17Q: 3 clusters Score -699122.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -699198.312500 Penalty: 4305.781738
	Iteration 18Q: 3 clusters Score -699198.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -699263.750000 Penalty: 4305.781738
	Iteration 19Q: 3 clusters Score -699263.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -699321.312500 Penalty: 4305.781738
	Iteration 20F: 3 clusters Score -699321.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -699360.750000 Penalty: 4305.781738
	Iteration 21Q: 3 clusters Score -699360.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -699393.875000 Penalty: 4305.781738
	Iteration 22Q: 3 clusters Score -699393.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -699422.187500 Penalty: 4305.781738
	Iteration 23Q: 3 clusters Score -699422.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -699460.000000 Penalty: 4305.781738
	Iteration 24Q: 3 clusters Score -699460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -699501.812500 Penalty: 4305.781738
	Iteration 25Q: 3 clusters Score -699501.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -699553.750000 Penalty: 4305.781738
	Iteration 26Q: 3 clusters Score -699553.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -699605.062500 Penalty: 4305.781738
	Iteration 27Q: 3 clusters Score -699605.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -699639.125000 Penalty: 4305.781738
	Iteration 28Q: 3 clusters Score -699639.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -699662.812500 Penalty: 4305.781738
	Iteration 29Q: 3 clusters Score -699662.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -699679.125000 Penalty: 4305.781738
	Iteration 30Q: 3 clusters Score -699679.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -699691.000000 Penalty: 4305.781738
	Iteration 31Q: 3 clusters Score -699691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -699700.312500 Penalty: 4305.781738
	Iteration 32Q: 3 clusters Score -699700.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -699705.875000 Penalty: 4305.781738
	Iteration 33Q: 3 clusters Score -699705.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -699712.687500 Penalty: 4305.781738
	Iteration 34Q: 3 clusters Score -699712.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -699717.750000 Penalty: 4305.781738
	Iteration 35Q: 3 clusters Score -699717.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -699725.000000 Penalty: 4305.781738
	Iteration 36Q: 3 clusters Score -699725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -699729.062500 Penalty: 4305.781738
	Iteration 37Q: 3 clusters Score -699729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -699732.937500 Penalty: 4305.781738
	Iteration 38Q: 3 clusters Score -699732.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -699737.250000 Penalty: 4305.781738
	Iteration 39Q: 3 clusters Score -699737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -699742.562500 Penalty: 4305.781738
	Iteration 40F: 3 clusters Score -699742.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -699746.125000 Penalty: 4305.781738
	Iteration 41Q: 3 clusters Score -699746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -699748.312500 Penalty: 4305.781738
	Iteration 42Q: 3 clusters Score -699748.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -699750.937500 Penalty: 4305.781738
	Iteration 43Q: 3 clusters Score -699750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -699750.812500 Penalty: 4305.781738
	Iteration 44Q: 3 clusters Score -699750.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -699753.125000 Penalty: 4305.781738
	Iteration 45Q: 3 clusters Score -699753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -699754.437500 Penalty: 4305.781738
	Iteration 46Q: 3 clusters Score -699754.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -699755.875000 Penalty: 4305.781738
	Iteration 47Q: 3 clusters Score -699755.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -699758.500000 Penalty: 4305.781738
	Iteration 48Q: 3 clusters Score -699758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -699759.062500 Penalty: 4305.781738
	Iteration 49Q: 3 clusters Score -699759.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -699760.125000 Penalty: 4305.781738
	Iteration 50Q: 3 clusters Score -699760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -699763.125000 Penalty: 4305.781738
	Iteration 51Q: 3 clusters Score -699763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -699763.125000 Penalty: 4305.781738
	Iteration 52F: 3 clusters Score -699763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Entering Unmasked Estep 
Score: -570005.875000 Penalty: 2102.139893
	Iteration 0F: 2 clusters Score -570005.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -565642.750000 Penalty: 4204.279785
	Iteration 0F: 3 clusters Score -565642.8 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -566752.625000 Penalty: 4204.279785
	Iteration 1F: 3 clusters Score -566752.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -566999.250000 Penalty: 4204.279785
	Iteration 2F: 3 clusters Score -566999.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -567164.500000 Penalty: 4204.279785
	Iteration 3Q: 3 clusters Score -567164.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -567340.812500 Penalty: 4204.279785
	Iteration 4Q: 3 clusters Score -567340.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -567542.125000 Penalty: 4204.279785
	Iteration 5Q: 3 clusters Score -567542.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -567763.500000 Penalty: 4204.279785
	Iteration 6Q: 3 clusters Score -567763.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -568033.000000 Penalty: 4204.279785
	Iteration 7Q: 3 clusters Score -568033 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -568288.812500 Penalty: 4204.279785
	Iteration 8Q: 3 clusters Score -568288.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -568445.812500 Penalty: 4204.279785
	Iteration 9Q: 3 clusters Score -568445.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -568567.750000 Penalty: 4204.279785
	Iteration 10Q: 3 clusters Score -568567.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -568646.187500 Penalty: 4204.279785
	Iteration 11Q: 3 clusters Score -568646.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -568697.937500 Penalty: 4204.279785
	Iteration 12Q: 3 clusters Score -568697.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -568743.125000 Penalty: 4204.279785
	Iteration 13Q: 3 clusters Score -568743.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -568793.687500 Penalty: 4204.279785
	Iteration 14Q: 3 clusters Score -568793.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -568841.937500 Penalty: 4204.279785
	Iteration 15Q: 3 clusters Score -568841.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -568896.875000 Penalty: 4204.279785
	Iteration 16Q: 3 clusters Score -568896.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -568953.187500 Penalty: 4204.279785
	Iteration 17Q: 3 clusters Score -568953.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -569003.562500 Penalty: 4204.279785
	Iteration 18Q: 3 clusters Score -569003.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -569054.437500 Penalty: 4204.279785
	Iteration 19Q: 3 clusters Score -569054.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -569093.687500 Penalty: 4204.279785
	Iteration 20F: 3 clusters Score -569093.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -569120.187500 Penalty: 4204.279785
	Iteration 21Q: 3 clusters Score -569120.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -569142.687500 Penalty: 4204.279785
	Iteration 22Q: 3 clusters Score -569142.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -569163.062500 Penalty: 4204.279785
	Iteration 23Q: 3 clusters Score -569163.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -569175.125000 Penalty: 4204.279785
	Iteration 24Q: 3 clusters Score -569175.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -569183.062500 Penalty: 4204.279785
	Iteration 25Q: 3 clusters Score -569183.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -569188.375000 Penalty: 4204.279785
	Iteration 26Q: 3 clusters Score -569188.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -569190.250000 Penalty: 4204.279785
	Iteration 27Q: 3 clusters Score -569190.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -569194.250000 Penalty: 4204.279785
	Iteration 28Q: 3 clusters Score -569194.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -569199.000000 Penalty: 4204.279785
	Iteration 29Q: 3 clusters Score -569199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -569200.625000 Penalty: 4204.279785
	Iteration 30Q: 3 clusters Score -569200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -569202.875000 Penalty: 4204.279785
	Iteration 31Q: 3 clusters Score -569202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -569201.437500 Penalty: 4204.279785
	Iteration 32Q: 3 clusters Score -569201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -569201.437500 Penalty: 4204.279785
	Iteration 33F: 3 clusters Score -569201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Entering Unmasked Estep 
Score: -772013.250000 Penalty: 2172.436768
	Iteration 0F: 2 clusters Score -772013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -766626.562500 Penalty: 4344.873535
	Iteration 0F: 3 clusters Score -766626.6 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -768045.062500 Penalty: 4344.873535
	Iteration 1F: 3 clusters Score -768045.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -768281.562500 Penalty: 4344.873535
	Iteration 2F: 3 clusters Score -768281.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -768442.125000 Penalty: 4344.873535
	Iteration 3Q: 3 clusters Score -768442.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -768564.000000 Penalty: 4344.873535
	Iteration 4Q: 3 clusters Score -768564 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -768657.937500 Penalty: 4344.873535
	Iteration 5Q: 3 clusters Score -768657.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -768721.687500 Penalty: 4344.873535
	Iteration 6Q: 3 clusters Score -768721.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -768777.062500 Penalty: 4344.873535
	Iteration 7Q: 3 clusters Score -768777.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -768827.812500 Penalty: 4344.873535
	Iteration 8Q: 3 clusters Score -768827.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -768876.187500 Penalty: 4344.873535
	Iteration 9Q: 3 clusters Score -768876.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -768920.062500 Penalty: 4344.873535
	Iteration 10Q: 3 clusters Score -768920.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -768962.625000 Penalty: 4344.873535
	Iteration 11Q: 3 clusters Score -768962.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -769005.250000 Penalty: 4344.873535
	Iteration 12Q: 3 clusters Score -769005.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -769042.062500 Penalty: 4344.873535
	Iteration 13Q: 3 clusters Score -769042.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -769072.375000 Penalty: 4344.873535
	Iteration 14Q: 3 clusters Score -769072.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -769108.125000 Penalty: 4344.873535
	Iteration 15Q: 3 clusters Score -769108.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -769142.562500 Penalty: 4344.873535
	Iteration 16Q: 3 clusters Score -769142.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -769175.062500 Penalty: 4344.873535
	Iteration 17Q: 3 clusters Score -769175.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -769210.437500 Penalty: 4344.873535
	Iteration 18Q: 3 clusters Score -769210.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -769241.562500 Penalty: 4344.873535
	Iteration 19Q: 3 clusters Score -769241.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -769274.187500 Penalty: 4344.873535
	Iteration 20F: 3 clusters Score -769274.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -769311.187500 Penalty: 4344.873535
	Iteration 21Q: 3 clusters Score -769311.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -769344.625000 Penalty: 4344.873535
	Iteration 22Q: 3 clusters Score -769344.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -769377.750000 Penalty: 4344.873535
	Iteration 23Q: 3 clusters Score -769377.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -769417.562500 Penalty: 4344.873535
	Iteration 24Q: 3 clusters Score -769417.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -769446.312500 Penalty: 4344.873535
	Iteration 25Q: 3 clusters Score -769446.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -769483.875000 Penalty: 4344.873535
	Iteration 26Q: 3 clusters Score -769483.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -769525.812500 Penalty: 4344.873535
	Iteration 27Q: 3 clusters Score -769525.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -769571.312500 Penalty: 4344.873535
	Iteration 28Q: 3 clusters Score -769571.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -769617.625000 Penalty: 4344.873535
	Iteration 29Q: 3 clusters Score -769617.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -769668.062500 Penalty: 4344.873535
	Iteration 30Q: 3 clusters Score -769668.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -769722.375000 Penalty: 4344.873535
	Iteration 31Q: 3 clusters Score -769722.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -769783.250000 Penalty: 4344.873535
	Iteration 32Q: 3 clusters Score -769783.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -769844.187500 Penalty: 4344.873535
	Iteration 33Q: 3 clusters Score -769844.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -769895.625000 Penalty: 4344.873535
	Iteration 34Q: 3 clusters Score -769895.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -769951.875000 Penalty: 4344.873535
	Iteration 35Q: 3 clusters Score -769951.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -770001.187500 Penalty: 4344.873535
	Iteration 36Q: 3 clusters Score -770001.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -770028.312500 Penalty: 4344.873535
	Iteration 37Q: 3 clusters Score -770028.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -770060.875000 Penalty: 4344.873535
	Iteration 38Q: 3 clusters Score -770060.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -770092.875000 Penalty: 4344.873535
	Iteration 39Q: 3 clusters Score -770092.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -770116.812500 Penalty: 4344.873535
	Iteration 40F: 3 clusters Score -770116.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -770130.000000 Penalty: 4344.873535
	Iteration 41Q: 3 clusters Score -770130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -770151.437500 Penalty: 4344.873535
	Iteration 42Q: 3 clusters Score -770151.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -770166.437500 Penalty: 4344.873535
	Iteration 43Q: 3 clusters Score -770166.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -770183.250000 Penalty: 4344.873535
	Iteration 44Q: 3 clusters Score -770183.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -770192.750000 Penalty: 4344.873535
	Iteration 45Q: 3 clusters Score -770192.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -770201.187500 Penalty: 4344.873535
	Iteration 46Q: 3 clusters Score -770201.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -770210.625000 Penalty: 4344.873535
	Iteration 47Q: 3 clusters Score -770210.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -770221.687500 Penalty: 4344.873535
	Iteration 48Q: 3 clusters Score -770221.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -770229.562500 Penalty: 4344.873535
	Iteration 49Q: 3 clusters Score -770229.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -770239.062500 Penalty: 4344.873535
	Iteration 50Q: 3 clusters Score -770239.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -770251.625000 Penalty: 4344.873535
	Iteration 51Q: 3 clusters Score -770251.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -770262.937500 Penalty: 4344.873535
	Iteration 52Q: 3 clusters Score -770262.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -770270.250000 Penalty: 4344.873535
	Iteration 53Q: 3 clusters Score -770270.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -770281.000000 Penalty: 4344.873535
	Iteration 54Q: 3 clusters Score -770281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -770287.687500 Penalty: 4344.873535
	Iteration 55Q: 3 clusters Score -770287.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -770294.000000 Penalty: 4344.873535
	Iteration 56Q: 3 clusters Score -770294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -770296.562500 Penalty: 4344.873535
	Iteration 57Q: 3 clusters Score -770296.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -770298.937500 Penalty: 4344.873535
	Iteration 58Q: 3 clusters Score -770298.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -770307.375000 Penalty: 4344.873535
	Iteration 59Q: 3 clusters Score -770307.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -770311.750000 Penalty: 4344.873535
	Iteration 60F: 3 clusters Score -770311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -770314.812500 Penalty: 4344.873535
	Iteration 61Q: 3 clusters Score -770314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -770316.812500 Penalty: 4344.873535
	Iteration 62Q: 3 clusters Score -770316.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -770318.875000 Penalty: 4344.873535
	Iteration 63Q: 3 clusters Score -770318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -770317.937500 Penalty: 4344.873535
	Iteration 64Q: 3 clusters Score -770317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -770320.437500 Penalty: 4344.873535
	Iteration 65Q: 3 clusters Score -770320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -770322.812500 Penalty: 4344.873535
	Iteration 66Q: 3 clusters Score -770322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -770324.375000 Penalty: 4344.873535
	Iteration 67Q: 3 clusters Score -770324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -770323.437500 Penalty: 4344.873535
	Iteration 68Q: 3 clusters Score -770323.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -770324.687500 Penalty: 4344.873535
	Iteration 69Q: 3 clusters Score -770324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -770324.687500 Penalty: 4344.873535
	Iteration 70F: 3 clusters Score -770324.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -183640.828125 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -183640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -180783.750000 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -180783.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -181378.562500 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -181378.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -181603.406250 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -181603.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -181760.593750 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -181760.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -181959.140625 Penalty: 3862.541504
	Iteration 4F: 3 clusters Score -181959.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182216.875000 Penalty: 3862.541504
	Iteration 5F: 3 clusters Score -182216.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -182426.953125 Penalty: 3862.541504
	Iteration 6F: 3 clusters Score -182427 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -182602.609375 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -182602.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -182754.234375 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -182754.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -182855.343750 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -182855.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -182910.593750 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -182910.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -182951.531250 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -182951.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -182982.140625 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -182982.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -183001.703125 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -183001.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -183012.750000 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -183012.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -183020.703125 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -183020.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -183029.781250 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -183029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -183034.390625 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -183034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -183037.593750 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -183037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -183041.093750 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -183041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -183044.281250 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -183044.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -183044.062500 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -183044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -183044.890625 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -183044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -183045.671875 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -183045.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -183045.671875 Penalty: 3862.541504
	Iteration 24F: 3 clusters Score -183045.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Entering Unmasked Estep 
Score: -2059169.375000 Penalty: 2415.029541
	Iteration 0F: 2 clusters Score -2059169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2047102.125000 Penalty: 4830.059082
	Iteration 0F: 3 clusters Score -2047102 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2051171.750000 Penalty: 4830.059082
	Iteration 1F: 3 clusters Score -2051172 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2051616.875000 Penalty: 4830.059082
	Iteration 2F: 3 clusters Score -2051617 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2052039.375000 Penalty: 4830.059082
	Iteration 3F: 3 clusters Score -2052039 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2052476.250000 Penalty: 4830.059082
	Iteration 4Q: 3 clusters Score -2052476 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2053014.625000 Penalty: 4830.059082
	Iteration 5F: 3 clusters Score -2053015 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2053646.125000 Penalty: 4830.059082
	Iteration 6F: 3 clusters Score -2053646 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2054295.125000 Penalty: 4830.059082
	Iteration 7F: 3 clusters Score -2054295 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2054920.000000 Penalty: 4830.059082
	Iteration 8Q: 3 clusters Score -2054920 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2055528.875000 Penalty: 4830.059082
	Iteration 9Q: 3 clusters Score -2055529 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2056034.000000 Penalty: 4830.059082
	Iteration 10Q: 3 clusters Score -2056034 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2056368.250000 Penalty: 4830.059082
	Iteration 11Q: 3 clusters Score -2056368 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2056621.875000 Penalty: 4830.059082
	Iteration 12Q: 3 clusters Score -2056622 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2056761.125000 Penalty: 4830.059082
	Iteration 13Q: 3 clusters Score -2056761 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2056842.750000 Penalty: 4830.059082
	Iteration 14Q: 3 clusters Score -2056843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2056908.875000 Penalty: 4830.059082
	Iteration 15Q: 3 clusters Score -2056909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2056951.625000 Penalty: 4830.059082
	Iteration 16Q: 3 clusters Score -2056952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2056982.375000 Penalty: 4830.059082
	Iteration 17Q: 3 clusters Score -2056982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2057001.625000 Penalty: 4830.059082
	Iteration 18Q: 3 clusters Score -2057002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2057015.875000 Penalty: 4830.059082
	Iteration 19Q: 3 clusters Score -2057016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2057024.875000 Penalty: 4830.059082
	Iteration 20F: 3 clusters Score -2057025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2057038.500000 Penalty: 4830.059082
	Iteration 21Q: 3 clusters Score -2057038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2057051.875000 Penalty: 4830.059082
	Iteration 22Q: 3 clusters Score -2057052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2057058.750000 Penalty: 4830.059082
	Iteration 23Q: 3 clusters Score -2057059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2057066.125000 Penalty: 4830.059082
	Iteration 24Q: 3 clusters Score -2057066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2057071.875000 Penalty: 4830.059082
	Iteration 25Q: 3 clusters Score -2057072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2057081.625000 Penalty: 4830.059082
	Iteration 26Q: 3 clusters Score -2057082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2057085.500000 Penalty: 4830.059082
	Iteration 27Q: 3 clusters Score -2057086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2057083.750000 Penalty: 4830.059082
	Iteration 28Q: 3 clusters Score -2057084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2057085.250000 Penalty: 4830.059082
	Iteration 29Q: 3 clusters Score -2057085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2057084.375000 Penalty: 4830.059082
	Iteration 30Q: 3 clusters Score -2057084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2057085.500000 Penalty: 4830.059082
	Iteration 31Q: 3 clusters Score -2057086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2057088.500000 Penalty: 4830.059082
	Iteration 32Q: 3 clusters Score -2057088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2057092.000000 Penalty: 4830.059082
	Iteration 33Q: 3 clusters Score -2057092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2057092.625000 Penalty: 4830.059082
	Iteration 34Q: 3 clusters Score -2057093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2057092.250000 Penalty: 4830.059082
	Iteration 35Q: 3 clusters Score -2057092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2057092.250000 Penalty: 4830.059082
	Iteration 36F: 3 clusters Score -2057092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Entering Unmasked Estep 
Score: -1206098.375000 Penalty: 2289.464111
	Iteration 0F: 2 clusters Score -1206098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1198339.375000 Penalty: 4578.928223
	Iteration 0F: 3 clusters Score -1198339 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1200642.875000 Penalty: 4578.928223
	Iteration 1F: 3 clusters Score -1200643 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1200961.250000 Penalty: 4578.928223
	Iteration 2F: 3 clusters Score -1200961 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1201222.625000 Penalty: 4578.928223
	Iteration 3F: 3 clusters Score -1201223 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1201467.875000 Penalty: 4578.928223
	Iteration 4Q: 3 clusters Score -1201468 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1201729.000000 Penalty: 4578.928223
	Iteration 5Q: 3 clusters Score -1201729 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1202009.000000 Penalty: 4578.928223
	Iteration 6Q: 3 clusters Score -1202009 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1202297.125000 Penalty: 4578.928223
	Iteration 7Q: 3 clusters Score -1202297 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1202610.250000 Penalty: 4578.928223
	Iteration 8Q: 3 clusters Score -1202610 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1202921.250000 Penalty: 4578.928223
	Iteration 9Q: 3 clusters Score -1202921 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1203219.500000 Penalty: 4578.928223
	Iteration 10Q: 3 clusters Score -1203220 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1203482.375000 Penalty: 4578.928223
	Iteration 11Q: 3 clusters Score -1203482 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1203686.375000 Penalty: 4578.928223
	Iteration 12Q: 3 clusters Score -1203686 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1203841.625000 Penalty: 4578.928223
	Iteration 13Q: 3 clusters Score -1203842 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1203972.875000 Penalty: 4578.928223
	Iteration 14Q: 3 clusters Score -1203973 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1204042.375000 Penalty: 4578.928223
	Iteration 15Q: 3 clusters Score -1204042 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1204090.125000 Penalty: 4578.928223
	Iteration 16Q: 3 clusters Score -1204090 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1204129.500000 Penalty: 4578.928223
	Iteration 17Q: 3 clusters Score -1204130 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1204169.000000 Penalty: 4578.928223
	Iteration 18Q: 3 clusters Score -1204169 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1204198.375000 Penalty: 4578.928223
	Iteration 19Q: 3 clusters Score -1204198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1204222.750000 Penalty: 4578.928223
	Iteration 20F: 3 clusters Score -1204223 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1204242.500000 Penalty: 4578.928223
	Iteration 21Q: 3 clusters Score -1204242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1204254.125000 Penalty: 4578.928223
	Iteration 22Q: 3 clusters Score -1204254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1204269.000000 Penalty: 4578.928223
	Iteration 23Q: 3 clusters Score -1204269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1204280.250000 Penalty: 4578.928223
	Iteration 24Q: 3 clusters Score -1204280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1204292.500000 Penalty: 4578.928223
	Iteration 25Q: 3 clusters Score -1204292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1204304.000000 Penalty: 4578.928223
	Iteration 26Q: 3 clusters Score -1204304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1204313.250000 Penalty: 4578.928223
	Iteration 27Q: 3 clusters Score -1204313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1204318.125000 Penalty: 4578.928223
	Iteration 28Q: 3 clusters Score -1204318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1204321.875000 Penalty: 4578.928223
	Iteration 29Q: 3 clusters Score -1204322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1204324.375000 Penalty: 4578.928223
	Iteration 30Q: 3 clusters Score -1204324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1204330.875000 Penalty: 4578.928223
	Iteration 31Q: 3 clusters Score -1204331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1204334.375000 Penalty: 4578.928223
	Iteration 32Q: 3 clusters Score -1204334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1204338.750000 Penalty: 4578.928223
	Iteration 33Q: 3 clusters Score -1204339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1204340.750000 Penalty: 4578.928223
	Iteration 34Q: 3 clusters Score -1204341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1204342.375000 Penalty: 4578.928223
	Iteration 35Q: 3 clusters Score -1204342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1204344.250000 Penalty: 4578.928223
	Iteration 36Q: 3 clusters Score -1204344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1204347.125000 Penalty: 4578.928223
	Iteration 37Q: 3 clusters Score -1204347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1204349.750000 Penalty: 4578.928223
	Iteration 38Q: 3 clusters Score -1204350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1204350.875000 Penalty: 4578.928223
	Iteration 39Q: 3 clusters Score -1204351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1204351.375000 Penalty: 4578.928223
	Iteration 40F: 3 clusters Score -1204351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1204350.125000 Penalty: 4578.928223
	Iteration 41Q: 3 clusters Score -1204350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1204352.000000 Penalty: 4578.928223
	Iteration 42Q: 3 clusters Score -1204352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1204351.500000 Penalty: 4578.928223
	Iteration 43Q: 3 clusters Score -1204352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1204352.500000 Penalty: 4578.928223
	Iteration 44Q: 3 clusters Score -1204352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1204356.625000 Penalty: 4578.928223
	Iteration 45Q: 3 clusters Score -1204357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1204355.500000 Penalty: 4578.928223
	Iteration 46Q: 3 clusters Score -1204356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1204355.375000 Penalty: 4578.928223
	Iteration 47Q: 3 clusters Score -1204355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1204358.375000 Penalty: 4578.928223
	Iteration 48Q: 3 clusters Score -1204358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1204361.625000 Penalty: 4578.928223
	Iteration 49Q: 3 clusters Score -1204362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1204364.625000 Penalty: 4578.928223
	Iteration 50Q: 3 clusters Score -1204365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1204363.875000 Penalty: 4578.928223
	Iteration 51Q: 3 clusters Score -1204364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1204363.375000 Penalty: 4578.928223
	Iteration 52Q: 3 clusters Score -1204363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1204363.000000 Penalty: 4578.928223
	Iteration 53Q: 3 clusters Score -1204363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1204364.625000 Penalty: 4578.928223
	Iteration 54Q: 3 clusters Score -1204365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1204365.625000 Penalty: 4578.928223
	Iteration 55Q: 3 clusters Score -1204366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1204366.500000 Penalty: 4578.928223
	Iteration 56Q: 3 clusters Score -1204366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1204367.625000 Penalty: 4578.928223
	Iteration 57Q: 3 clusters Score -1204368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1204368.125000 Penalty: 4578.928223
	Iteration 58Q: 3 clusters Score -1204368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1204368.250000 Penalty: 4578.928223
	Iteration 59Q: 3 clusters Score -1204368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1204368.000000 Penalty: 4578.928223
	Iteration 60F: 3 clusters Score -1204368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1204367.250000 Penalty: 4578.928223
	Iteration 61Q: 3 clusters Score -1204367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1204368.375000 Penalty: 4578.928223
	Iteration 62Q: 3 clusters Score -1204368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1204368.375000 Penalty: 4578.928223
	Iteration 63F: 3 clusters Score -1204368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Entering Unmasked Estep 
Score: -1029782.187500 Penalty: 2241.691406
	Iteration 0F: 2 clusters Score -1029782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1023108.750000 Penalty: 4483.382812
	Iteration 0F: 3 clusters Score -1023109 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1024862.812500 Penalty: 4483.382812
	Iteration 1F: 3 clusters Score -1024863 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1025111.875000 Penalty: 4483.382812
	Iteration 2F: 3 clusters Score -1025112 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1025292.375000 Penalty: 4483.382812
	Iteration 3Q: 3 clusters Score -1025292 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1025455.375000 Penalty: 4483.382812
	Iteration 4Q: 3 clusters Score -1025455 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1025576.062500 Penalty: 4483.382812
	Iteration 5Q: 3 clusters Score -1025576 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1025669.312500 Penalty: 4483.382812
	Iteration 6Q: 3 clusters Score -1025669 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1025743.937500 Penalty: 4483.382812
	Iteration 7Q: 3 clusters Score -1025744 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1025810.500000 Penalty: 4483.382812
	Iteration 8Q: 3 clusters Score -1025810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1025866.312500 Penalty: 4483.382812
	Iteration 9Q: 3 clusters Score -1025866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1025910.625000 Penalty: 4483.382812
	Iteration 10Q: 3 clusters Score -1025911 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1025954.125000 Penalty: 4483.382812
	Iteration 11Q: 3 clusters Score -1025954 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1026005.500000 Penalty: 4483.382812
	Iteration 12Q: 3 clusters Score -1026006 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1026066.937500 Penalty: 4483.382812
	Iteration 13Q: 3 clusters Score -1026067 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1026144.125000 Penalty: 4483.382812
	Iteration 14Q: 3 clusters Score -1026144 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1026226.750000 Penalty: 4483.382812
	Iteration 15Q: 3 clusters Score -1026227 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1026323.625000 Penalty: 4483.382812
	Iteration 16Q: 3 clusters Score -1026324 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1026444.125000 Penalty: 4483.382812
	Iteration 17Q: 3 clusters Score -1026444 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1026598.625000 Penalty: 4483.382812
	Iteration 18Q: 3 clusters Score -1026599 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1026745.187500 Penalty: 4483.382812
	Iteration 19Q: 3 clusters Score -1026745 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1026896.375000 Penalty: 4483.382812
	Iteration 20F: 3 clusters Score -1026896 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1027071.500000 Penalty: 4483.382812
	Iteration 21Q: 3 clusters Score -1027072 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1027230.562500 Penalty: 4483.382812
	Iteration 22Q: 3 clusters Score -1027231 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1027364.250000 Penalty: 4483.382812
	Iteration 23Q: 3 clusters Score -1027364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1027477.562500 Penalty: 4483.382812
	Iteration 24Q: 3 clusters Score -1027478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1027560.812500 Penalty: 4483.382812
	Iteration 25Q: 3 clusters Score -1027561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1027624.437500 Penalty: 4483.382812
	Iteration 26Q: 3 clusters Score -1027624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1027683.750000 Penalty: 4483.382812
	Iteration 27Q: 3 clusters Score -1027684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1027726.875000 Penalty: 4483.382812
	Iteration 28Q: 3 clusters Score -1027727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1027751.937500 Penalty: 4483.382812
	Iteration 29Q: 3 clusters Score -1027752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1027766.625000 Penalty: 4483.382812
	Iteration 30Q: 3 clusters Score -1027767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1027778.062500 Penalty: 4483.382812
	Iteration 31Q: 3 clusters Score -1027778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1027785.625000 Penalty: 4483.382812
	Iteration 32Q: 3 clusters Score -1027786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1027795.062500 Penalty: 4483.382812
	Iteration 33Q: 3 clusters Score -1027795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1027807.062500 Penalty: 4483.382812
	Iteration 34Q: 3 clusters Score -1027807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1027813.500000 Penalty: 4483.382812
	Iteration 35Q: 3 clusters Score -1027814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1027820.812500 Penalty: 4483.382812
	Iteration 36Q: 3 clusters Score -1027821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1027825.937500 Penalty: 4483.382812
	Iteration 37Q: 3 clusters Score -1027826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1027829.062500 Penalty: 4483.382812
	Iteration 38Q: 3 clusters Score -1027829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1027833.562500 Penalty: 4483.382812
	Iteration 39Q: 3 clusters Score -1027834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1027834.437500 Penalty: 4483.382812
	Iteration 40F: 3 clusters Score -1027834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1027834.875000 Penalty: 4483.382812
	Iteration 41Q: 3 clusters Score -1027835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1027834.750000 Penalty: 4483.382812
	Iteration 42Q: 3 clusters Score -1027835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1027839.687500 Penalty: 4483.382812
	Iteration 43Q: 3 clusters Score -1027840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1027841.000000 Penalty: 4483.382812
	Iteration 44Q: 3 clusters Score -1027841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1027843.000000 Penalty: 4483.382812
	Iteration 45Q: 3 clusters Score -1027843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1027844.687500 Penalty: 4483.382812
	Iteration 46Q: 3 clusters Score -1027845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1027847.812500 Penalty: 4483.382812
	Iteration 47Q: 3 clusters Score -1027848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1027853.125000 Penalty: 4483.382812
	Iteration 48Q: 3 clusters Score -1027853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1027856.937500 Penalty: 4483.382812
	Iteration 49Q: 3 clusters Score -1027857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1027856.687500 Penalty: 4483.382812
	Iteration 50Q: 3 clusters Score -1027857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1027857.062500 Penalty: 4483.382812
	Iteration 51Q: 3 clusters Score -1027857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1027859.875000 Penalty: 4483.382812
	Iteration 52Q: 3 clusters Score -1027860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1027860.125000 Penalty: 4483.382812
	Iteration 53Q: 3 clusters Score -1027860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1027860.125000 Penalty: 4483.382812
	Iteration 54F: 3 clusters Score -1027860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Entering Unmasked Estep 
Score: -591948.312500 Penalty: 2105.067627
	Iteration 0F: 2 clusters Score -591948.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -587551.250000 Penalty: 4210.135254
	Iteration 0F: 3 clusters Score -587551.2 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -588570.125000 Penalty: 4210.135254
	Iteration 1F: 3 clusters Score -588570.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -588757.937500 Penalty: 4210.135254
	Iteration 2F: 3 clusters Score -588757.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -588880.250000 Penalty: 4210.135254
	Iteration 3F: 3 clusters Score -588880.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -588956.625000 Penalty: 4210.135254
	Iteration 4Q: 3 clusters Score -588956.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -589003.625000 Penalty: 4210.135254
	Iteration 5Q: 3 clusters Score -589003.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -589033.937500 Penalty: 4210.135254
	Iteration 6Q: 3 clusters Score -589033.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -589063.437500 Penalty: 4210.135254
	Iteration 7Q: 3 clusters Score -589063.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -589086.812500 Penalty: 4210.135254
	Iteration 8Q: 3 clusters Score -589086.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -589109.062500 Penalty: 4210.135254
	Iteration 9Q: 3 clusters Score -589109.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -589123.875000 Penalty: 4210.135254
	Iteration 10Q: 3 clusters Score -589123.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -589133.750000 Penalty: 4210.135254
	Iteration 11Q: 3 clusters Score -589133.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -589144.250000 Penalty: 4210.135254
	Iteration 12Q: 3 clusters Score -589144.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -589154.375000 Penalty: 4210.135254
	Iteration 13Q: 3 clusters Score -589154.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -589163.937500 Penalty: 4210.135254
	Iteration 14Q: 3 clusters Score -589163.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -589172.437500 Penalty: 4210.135254
	Iteration 15Q: 3 clusters Score -589172.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -589180.187500 Penalty: 4210.135254
	Iteration 16Q: 3 clusters Score -589180.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -589189.500000 Penalty: 4210.135254
	Iteration 17Q: 3 clusters Score -589189.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -589197.187500 Penalty: 4210.135254
	Iteration 18Q: 3 clusters Score -589197.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -589206.312500 Penalty: 4210.135254
	Iteration 19Q: 3 clusters Score -589206.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -589214.500000 Penalty: 4210.135254
	Iteration 20F: 3 clusters Score -589214.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -589222.062500 Penalty: 4210.135254
	Iteration 21Q: 3 clusters Score -589222.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -589229.125000 Penalty: 4210.135254
	Iteration 22Q: 3 clusters Score -589229.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -589234.437500 Penalty: 4210.135254
	Iteration 23Q: 3 clusters Score -589234.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -589241.125000 Penalty: 4210.135254
	Iteration 24Q: 3 clusters Score -589241.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -589245.375000 Penalty: 4210.135254
	Iteration 25Q: 3 clusters Score -589245.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -589248.875000 Penalty: 4210.135254
	Iteration 26Q: 3 clusters Score -589248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -589252.312500 Penalty: 4210.135254
	Iteration 27Q: 3 clusters Score -589252.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -589257.312500 Penalty: 4210.135254
	Iteration 28Q: 3 clusters Score -589257.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -589260.750000 Penalty: 4210.135254
	Iteration 29Q: 3 clusters Score -589260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -589261.250000 Penalty: 4210.135254
	Iteration 30Q: 3 clusters Score -589261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -589263.375000 Penalty: 4210.135254
	Iteration 31Q: 3 clusters Score -589263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -589263.812500 Penalty: 4210.135254
	Iteration 32Q: 3 clusters Score -589263.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -589264.625000 Penalty: 4210.135254
	Iteration 33Q: 3 clusters Score -589264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -589263.500000 Penalty: 4210.135254
	Iteration 34Q: 3 clusters Score -589263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -589264.312500 Penalty: 4210.135254
	Iteration 35Q: 3 clusters Score -589264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -589267.000000 Penalty: 4210.135254
	Iteration 36Q: 3 clusters Score -589267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -589267.062500 Penalty: 4210.135254
	Iteration 37Q: 3 clusters Score -589267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -589267.625000 Penalty: 4210.135254
	Iteration 38Q: 3 clusters Score -589267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -589267.625000 Penalty: 4210.135254
	Iteration 39Q: 3 clusters Score -589267.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -589268.437500 Penalty: 4210.135254
	Iteration 40F: 3 clusters Score -589268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -589271.875000 Penalty: 4210.135254
	Iteration 41Q: 3 clusters Score -589271.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -589274.125000 Penalty: 4210.135254
	Iteration 42Q: 3 clusters Score -589274.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -589280.000000 Penalty: 4210.135254
	Iteration 43Q: 3 clusters Score -589280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -589282.312500 Penalty: 4210.135254
	Iteration 44Q: 3 clusters Score -589282.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -589284.687500 Penalty: 4210.135254
	Iteration 45Q: 3 clusters Score -589284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -589286.750000 Penalty: 4210.135254
	Iteration 46Q: 3 clusters Score -589286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -589287.750000 Penalty: 4210.135254
	Iteration 47Q: 3 clusters Score -589287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -589288.812500 Penalty: 4210.135254
	Iteration 48Q: 3 clusters Score -589288.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -589289.125000 Penalty: 4210.135254
	Iteration 49Q: 3 clusters Score -589289.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -589291.500000 Penalty: 4210.135254
	Iteration 50Q: 3 clusters Score -589291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -589290.750000 Penalty: 4210.135254
	Iteration 51Q: 3 clusters Score -589290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -589292.812500 Penalty: 4210.135254
	Iteration 52Q: 3 clusters Score -589292.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -589294.875000 Penalty: 4210.135254
	Iteration 53Q: 3 clusters Score -589294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -589294.875000 Penalty: 4210.135254
	Iteration 54F: 3 clusters Score -589294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -323079.593750 Penalty: 1959.449829
	Iteration 0F: 2 clusters Score -323079.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -320041.312500 Penalty: 3918.899658
	Iteration 0F: 3 clusters Score -320041.3 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -320655.843750 Penalty: 3918.899658
	Iteration 1F: 3 clusters Score -320655.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -320809.968750 Penalty: 3918.899658
	Iteration 2F: 3 clusters Score -320810 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -320902.031250 Penalty: 3918.899658
	Iteration 3Q: 3 clusters Score -320902 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -320951.156250 Penalty: 3918.899658
	Iteration 4Q: 3 clusters Score -320951.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -320988.937500 Penalty: 3918.899658
	Iteration 5Q: 3 clusters Score -320988.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -321013.656250 Penalty: 3918.899658
	Iteration 6Q: 3 clusters Score -321013.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -321034.031250 Penalty: 3918.899658
	Iteration 7Q: 3 clusters Score -321034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -321056.906250 Penalty: 3918.899658
	Iteration 8Q: 3 clusters Score -321056.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -321080.312500 Penalty: 3918.899658
	Iteration 9Q: 3 clusters Score -321080.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -321106.093750 Penalty: 3918.899658
	Iteration 10Q: 3 clusters Score -321106.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -321134.468750 Penalty: 3918.899658
	Iteration 11Q: 3 clusters Score -321134.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -321164.187500 Penalty: 3918.899658
	Iteration 12Q: 3 clusters Score -321164.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -321191.968750 Penalty: 3918.899658
	Iteration 13Q: 3 clusters Score -321192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -321217.968750 Penalty: 3918.899658
	Iteration 14Q: 3 clusters Score -321218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -321240.312500 Penalty: 3918.899658
	Iteration 15Q: 3 clusters Score -321240.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -321257.687500 Penalty: 3918.899658
	Iteration 16Q: 3 clusters Score -321257.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -321269.437500 Penalty: 3918.899658
	Iteration 17Q: 3 clusters Score -321269.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -321277.500000 Penalty: 3918.899658
	Iteration 18Q: 3 clusters Score -321277.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -321289.281250 Penalty: 3918.899658
	Iteration 19Q: 3 clusters Score -321289.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -321300.562500 Penalty: 3918.899658
	Iteration 20F: 3 clusters Score -321300.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -321312.156250 Penalty: 3918.899658
	Iteration 21Q: 3 clusters Score -321312.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -321326.843750 Penalty: 3918.899658
	Iteration 22Q: 3 clusters Score -321326.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -321334.406250 Penalty: 3918.899658
	Iteration 23Q: 3 clusters Score -321334.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -321342.906250 Penalty: 3918.899658
	Iteration 24Q: 3 clusters Score -321342.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -321351.000000 Penalty: 3918.899658
	Iteration 25Q: 3 clusters Score -321351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -321359.093750 Penalty: 3918.899658
	Iteration 26Q: 3 clusters Score -321359.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -321362.093750 Penalty: 3918.899658
	Iteration 27Q: 3 clusters Score -321362.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -321366.406250 Penalty: 3918.899658
	Iteration 28Q: 3 clusters Score -321366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -321366.437500 Penalty: 3918.899658
	Iteration 29Q: 3 clusters Score -321366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -321367.781250 Penalty: 3918.899658
	Iteration 30Q: 3 clusters Score -321367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -321370.750000 Penalty: 3918.899658
	Iteration 31Q: 3 clusters Score -321370.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -321377.437500 Penalty: 3918.899658
	Iteration 32Q: 3 clusters Score -321377.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -321381.750000 Penalty: 3918.899658
	Iteration 33Q: 3 clusters Score -321381.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -321388.218750 Penalty: 3918.899658
	Iteration 34Q: 3 clusters Score -321388.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -321392.468750 Penalty: 3918.899658
	Iteration 35Q: 3 clusters Score -321392.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321398.531250 Penalty: 3918.899658
	Iteration 36Q: 3 clusters Score -321398.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -321406.500000 Penalty: 3918.899658
	Iteration 37Q: 3 clusters Score -321406.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -321412.500000 Penalty: 3918.899658
	Iteration 38Q: 3 clusters Score -321412.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -321417.156250 Penalty: 3918.899658
	Iteration 39Q: 3 clusters Score -321417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -321419.156250 Penalty: 3918.899658
	Iteration 40F: 3 clusters Score -321419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -321421.375000 Penalty: 3918.899658
	Iteration 41Q: 3 clusters Score -321421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -321423.562500 Penalty: 3918.899658
	Iteration 42Q: 3 clusters Score -321423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321424.687500 Penalty: 3918.899658
	Iteration 43Q: 3 clusters Score -321424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -321425.312500 Penalty: 3918.899658
	Iteration 44Q: 3 clusters Score -321425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -321428.656250 Penalty: 3918.899658
	Iteration 45Q: 3 clusters Score -321428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -321429.687500 Penalty: 3918.899658
	Iteration 46Q: 3 clusters Score -321429.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -321430.687500 Penalty: 3918.899658
	Iteration 47Q: 3 clusters Score -321430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -321431.437500 Penalty: 3918.899658
	Iteration 48Q: 3 clusters Score -321431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -321432.500000 Penalty: 3918.899658
	Iteration 49Q: 3 clusters Score -321432.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -321434.250000 Penalty: 3918.899658
	Iteration 50Q: 3 clusters Score -321434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -321435.000000 Penalty: 3918.899658
	Iteration 51Q: 3 clusters Score -321435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -321436.031250 Penalty: 3918.899658
	Iteration 52Q: 3 clusters Score -321436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321437.250000 Penalty: 3918.899658
	Iteration 53Q: 3 clusters Score -321437.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321438.031250 Penalty: 3918.899658
	Iteration 54Q: 3 clusters Score -321438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -321439.718750 Penalty: 3918.899658
	Iteration 55Q: 3 clusters Score -321439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -321442.562500 Penalty: 3918.899658
	Iteration 56Q: 3 clusters Score -321442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -321443.750000 Penalty: 3918.899658
	Iteration 57Q: 3 clusters Score -321443.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -321444.593750 Penalty: 3918.899658
	Iteration 58Q: 3 clusters Score -321444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -321444.593750 Penalty: 3918.899658
	Iteration 59F: 3 clusters Score -321444.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Entering Unmasked Estep 
Score: -995317.875000 Penalty: 2237.954590
	Iteration 0F: 2 clusters Score -995317.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -988732.875000 Penalty: 4475.909180
	Iteration 0F: 3 clusters Score -988732.9 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -990562.062500 Penalty: 4475.909180
	Iteration 1F: 3 clusters Score -990562.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -990851.812500 Penalty: 4475.909180
	Iteration 2F: 3 clusters Score -990851.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -991067.812500 Penalty: 4475.909180
	Iteration 3F: 3 clusters Score -991067.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -991264.500000 Penalty: 4475.909180
	Iteration 4Q: 3 clusters Score -991264.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -991433.562500 Penalty: 4475.909180
	Iteration 5Q: 3 clusters Score -991433.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -991567.875000 Penalty: 4475.909180
	Iteration 6Q: 3 clusters Score -991567.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -991705.312500 Penalty: 4475.909180
	Iteration 7Q: 3 clusters Score -991705.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -991836.312500 Penalty: 4475.909180
	Iteration 8Q: 3 clusters Score -991836.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -991965.437500 Penalty: 4475.909180
	Iteration 9Q: 3 clusters Score -991965.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -992087.562500 Penalty: 4475.909180
	Iteration 10Q: 3 clusters Score -992087.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -992213.250000 Penalty: 4475.909180
	Iteration 11Q: 3 clusters Score -992213.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -992333.312500 Penalty: 4475.909180
	Iteration 12Q: 3 clusters Score -992333.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -992439.312500 Penalty: 4475.909180
	Iteration 13Q: 3 clusters Score -992439.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -992545.687500 Penalty: 4475.909180
	Iteration 14Q: 3 clusters Score -992545.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -992655.375000 Penalty: 4475.909180
	Iteration 15Q: 3 clusters Score -992655.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -992761.500000 Penalty: 4475.909180
	Iteration 16Q: 3 clusters Score -992761.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -992868.812500 Penalty: 4475.909180
	Iteration 17Q: 3 clusters Score -992868.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -992956.187500 Penalty: 4475.909180
	Iteration 18Q: 3 clusters Score -992956.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -993037.125000 Penalty: 4475.909180
	Iteration 19Q: 3 clusters Score -993037.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -993116.125000 Penalty: 4475.909180
	Iteration 20F: 3 clusters Score -993116.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -993191.687500 Penalty: 4475.909180
	Iteration 21Q: 3 clusters Score -993191.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -993242.187500 Penalty: 4475.909180
	Iteration 22Q: 3 clusters Score -993242.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -993277.125000 Penalty: 4475.909180
	Iteration 23Q: 3 clusters Score -993277.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -993309.562500 Penalty: 4475.909180
	Iteration 24Q: 3 clusters Score -993309.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -993340.375000 Penalty: 4475.909180
	Iteration 25Q: 3 clusters Score -993340.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -993359.625000 Penalty: 4475.909180
	Iteration 26Q: 3 clusters Score -993359.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -993369.250000 Penalty: 4475.909180
	Iteration 27Q: 3 clusters Score -993369.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -993382.500000 Penalty: 4475.909180
	Iteration 28Q: 3 clusters Score -993382.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -993391.750000 Penalty: 4475.909180
	Iteration 29Q: 3 clusters Score -993391.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -993399.937500 Penalty: 4475.909180
	Iteration 30Q: 3 clusters Score -993399.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -993407.375000 Penalty: 4475.909180
	Iteration 31Q: 3 clusters Score -993407.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -993410.187500 Penalty: 4475.909180
	Iteration 32Q: 3 clusters Score -993410.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -993415.687500 Penalty: 4475.909180
	Iteration 33Q: 3 clusters Score -993415.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -993420.875000 Penalty: 4475.909180
	Iteration 34Q: 3 clusters Score -993420.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -993423.812500 Penalty: 4475.909180
	Iteration 35Q: 3 clusters Score -993423.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -993427.312500 Penalty: 4475.909180
	Iteration 36Q: 3 clusters Score -993427.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -993431.562500 Penalty: 4475.909180
	Iteration 37Q: 3 clusters Score -993431.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -993435.312500 Penalty: 4475.909180
	Iteration 38Q: 3 clusters Score -993435.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -993439.250000 Penalty: 4475.909180
	Iteration 39Q: 3 clusters Score -993439.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -993442.000000 Penalty: 4475.909180
	Iteration 40F: 3 clusters Score -993442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -993442.562500 Penalty: 4475.909180
	Iteration 41Q: 3 clusters Score -993442.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -993446.687500 Penalty: 4475.909180
	Iteration 42Q: 3 clusters Score -993446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -993447.062500 Penalty: 4475.909180
	Iteration 43Q: 3 clusters Score -993447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -993446.312500 Penalty: 4475.909180
	Iteration 44Q: 3 clusters Score -993446.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -993446.312500 Penalty: 4475.909180
	Iteration 45F: 3 clusters Score -993446.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Entering Unmasked Estep 
Score: -340959.875000 Penalty: 1971.812012
	Iteration 0F: 2 clusters Score -340959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -337805.625000 Penalty: 3943.624023
	Iteration 0F: 3 clusters Score -337805.6 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -338446.656250 Penalty: 3943.624023
	Iteration 1F: 3 clusters Score -338446.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -338585.156250 Penalty: 3943.624023
	Iteration 2F: 3 clusters Score -338585.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -338664.156250 Penalty: 3943.624023
	Iteration 3Q: 3 clusters Score -338664.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -338713.437500 Penalty: 3943.624023
	Iteration 4Q: 3 clusters Score -338713.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -338757.218750 Penalty: 3943.624023
	Iteration 5Q: 3 clusters Score -338757.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -338793.375000 Penalty: 3943.624023
	Iteration 6Q: 3 clusters Score -338793.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -338825.437500 Penalty: 3943.624023
	Iteration 7Q: 3 clusters Score -338825.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -338853.031250 Penalty: 3943.624023
	Iteration 8Q: 3 clusters Score -338853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -338880.093750 Penalty: 3943.624023
	Iteration 9Q: 3 clusters Score -338880.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -338899.718750 Penalty: 3943.624023
	Iteration 10Q: 3 clusters Score -338899.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -338917.718750 Penalty: 3943.624023
	Iteration 11Q: 3 clusters Score -338917.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -338936.250000 Penalty: 3943.624023
	Iteration 12Q: 3 clusters Score -338936.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -338950.250000 Penalty: 3943.624023
	Iteration 13Q: 3 clusters Score -338950.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -338961.937500 Penalty: 3943.624023
	Iteration 14Q: 3 clusters Score -338961.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -338975.906250 Penalty: 3943.624023
	Iteration 15Q: 3 clusters Score -338975.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -338984.500000 Penalty: 3943.624023
	Iteration 16Q: 3 clusters Score -338984.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -338990.156250 Penalty: 3943.624023
	Iteration 17Q: 3 clusters Score -338990.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -338994.093750 Penalty: 3943.624023
	Iteration 18Q: 3 clusters Score -338994.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -339000.281250 Penalty: 3943.624023
	Iteration 19Q: 3 clusters Score -339000.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -339006.468750 Penalty: 3943.624023
	Iteration 20F: 3 clusters Score -339006.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -339014.218750 Penalty: 3943.624023
	Iteration 21Q: 3 clusters Score -339014.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -339025.562500 Penalty: 3943.624023
	Iteration 22Q: 3 clusters Score -339025.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -339032.562500 Penalty: 3943.624023
	Iteration 23Q: 3 clusters Score -339032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -339039.187500 Penalty: 3943.624023
	Iteration 24Q: 3 clusters Score -339039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -339042.000000 Penalty: 3943.624023
	Iteration 25Q: 3 clusters Score -339042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -339044.343750 Penalty: 3943.624023
	Iteration 26Q: 3 clusters Score -339044.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -339052.531250 Penalty: 3943.624023
	Iteration 27Q: 3 clusters Score -339052.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -339061.187500 Penalty: 3943.624023
	Iteration 28Q: 3 clusters Score -339061.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -339070.375000 Penalty: 3943.624023
	Iteration 29Q: 3 clusters Score -339070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -339079.750000 Penalty: 3943.624023
	Iteration 30Q: 3 clusters Score -339079.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -339088.968750 Penalty: 3943.624023
	Iteration 31Q: 3 clusters Score -339089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -339101.812500 Penalty: 3943.624023
	Iteration 32Q: 3 clusters Score -339101.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -339114.437500 Penalty: 3943.624023
	Iteration 33Q: 3 clusters Score -339114.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -339126.406250 Penalty: 3943.624023
	Iteration 34Q: 3 clusters Score -339126.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -339137.062500 Penalty: 3943.624023
	Iteration 35Q: 3 clusters Score -339137.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -339146.687500 Penalty: 3943.624023
	Iteration 36Q: 3 clusters Score -339146.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -339161.250000 Penalty: 3943.624023
	Iteration 37Q: 3 clusters Score -339161.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -339170.968750 Penalty: 3943.624023
	Iteration 38Q: 3 clusters Score -339171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -339181.875000 Penalty: 3943.624023
	Iteration 39Q: 3 clusters Score -339181.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -339189.812500 Penalty: 3943.624023
	Iteration 40F: 3 clusters Score -339189.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -339195.531250 Penalty: 3943.624023
	Iteration 41Q: 3 clusters Score -339195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -339197.375000 Penalty: 3943.624023
	Iteration 42Q: 3 clusters Score -339197.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -339200.156250 Penalty: 3943.624023
	Iteration 43Q: 3 clusters Score -339200.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -339205.875000 Penalty: 3943.624023
	Iteration 44Q: 3 clusters Score -339205.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -339211.593750 Penalty: 3943.624023
	Iteration 45Q: 3 clusters Score -339211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -339217.500000 Penalty: 3943.624023
	Iteration 46Q: 3 clusters Score -339217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -339221.843750 Penalty: 3943.624023
	Iteration 47Q: 3 clusters Score -339221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -339227.437500 Penalty: 3943.624023
	Iteration 48Q: 3 clusters Score -339227.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -339235.718750 Penalty: 3943.624023
	Iteration 49Q: 3 clusters Score -339235.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -339241.125000 Penalty: 3943.624023
	Iteration 50Q: 3 clusters Score -339241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -339244.187500 Penalty: 3943.624023
	Iteration 51Q: 3 clusters Score -339244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -339246.531250 Penalty: 3943.624023
	Iteration 52Q: 3 clusters Score -339246.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -339247.750000 Penalty: 3943.624023
	Iteration 53Q: 3 clusters Score -339247.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -339248.468750 Penalty: 3943.624023
	Iteration 54Q: 3 clusters Score -339248.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -339248.468750 Penalty: 3943.624023
	Iteration 55F: 3 clusters Score -339248.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -537001.937500 Penalty: 2081.236572
	Iteration 0F: 2 clusters Score -537001.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -532830.312500 Penalty: 4162.473145
	Iteration 0F: 3 clusters Score -532830.3 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -533793.437500 Penalty: 4162.473145
	Iteration 1F: 3 clusters Score -533793.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -534048.437500 Penalty: 4162.473145
	Iteration 2F: 3 clusters Score -534048.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -534218.250000 Penalty: 4162.473145
	Iteration 3F: 3 clusters Score -534218.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -534361.437500 Penalty: 4162.473145
	Iteration 4Q: 3 clusters Score -534361.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -534460.812500 Penalty: 4162.473145
	Iteration 5Q: 3 clusters Score -534460.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -534530.437500 Penalty: 4162.473145
	Iteration 6Q: 3 clusters Score -534530.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -534587.687500 Penalty: 4162.473145
	Iteration 7Q: 3 clusters Score -534587.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -534635.250000 Penalty: 4162.473145
	Iteration 8Q: 3 clusters Score -534635.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -534674.187500 Penalty: 4162.473145
	Iteration 9Q: 3 clusters Score -534674.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -534718.812500 Penalty: 4162.473145
	Iteration 10Q: 3 clusters Score -534718.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -534761.000000 Penalty: 4162.473145
	Iteration 11Q: 3 clusters Score -534761 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -534806.687500 Penalty: 4162.473145
	Iteration 12Q: 3 clusters Score -534806.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -534869.500000 Penalty: 4162.473145
	Iteration 13Q: 3 clusters Score -534869.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -534925.000000 Penalty: 4162.473145
	Iteration 14Q: 3 clusters Score -534925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -534978.500000 Penalty: 4162.473145
	Iteration 15Q: 3 clusters Score -534978.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -535036.625000 Penalty: 4162.473145
	Iteration 16Q: 3 clusters Score -535036.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -535087.875000 Penalty: 4162.473145
	Iteration 17Q: 3 clusters Score -535087.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -535140.687500 Penalty: 4162.473145
	Iteration 18Q: 3 clusters Score -535140.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -535183.437500 Penalty: 4162.473145
	Iteration 19Q: 3 clusters Score -535183.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -535213.937500 Penalty: 4162.473145
	Iteration 20F: 3 clusters Score -535213.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -535245.375000 Penalty: 4162.473145
	Iteration 21Q: 3 clusters Score -535245.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -535272.250000 Penalty: 4162.473145
	Iteration 22Q: 3 clusters Score -535272.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -535294.812500 Penalty: 4162.473145
	Iteration 23Q: 3 clusters Score -535294.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -535320.375000 Penalty: 4162.473145
	Iteration 24Q: 3 clusters Score -535320.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -535337.375000 Penalty: 4162.473145
	Iteration 25Q: 3 clusters Score -535337.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -535346.812500 Penalty: 4162.473145
	Iteration 26Q: 3 clusters Score -535346.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -535354.625000 Penalty: 4162.473145
	Iteration 27Q: 3 clusters Score -535354.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -535362.000000 Penalty: 4162.473145
	Iteration 28Q: 3 clusters Score -535362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -535367.875000 Penalty: 4162.473145
	Iteration 29Q: 3 clusters Score -535367.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -535372.812500 Penalty: 4162.473145
	Iteration 30Q: 3 clusters Score -535372.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -535374.937500 Penalty: 4162.473145
	Iteration 31Q: 3 clusters Score -535374.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -535377.812500 Penalty: 4162.473145
	Iteration 32Q: 3 clusters Score -535377.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -535381.000000 Penalty: 4162.473145
	Iteration 33Q: 3 clusters Score -535381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -535383.062500 Penalty: 4162.473145
	Iteration 34Q: 3 clusters Score -535383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -535385.687500 Penalty: 4162.473145
	Iteration 35Q: 3 clusters Score -535385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -535385.437500 Penalty: 4162.473145
	Iteration 36Q: 3 clusters Score -535385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -535387.625000 Penalty: 4162.473145
	Iteration 37Q: 3 clusters Score -535387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -535388.687500 Penalty: 4162.473145
	Iteration 38Q: 3 clusters Score -535388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -535390.187500 Penalty: 4162.473145
	Iteration 39Q: 3 clusters Score -535390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -535390.812500 Penalty: 4162.473145
	Iteration 40F: 3 clusters Score -535390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -535391.500000 Penalty: 4162.473145
	Iteration 41Q: 3 clusters Score -535391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -535391.437500 Penalty: 4162.473145
	Iteration 42Q: 3 clusters Score -535391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -535391.437500 Penalty: 4162.473145
	Iteration 43F: 3 clusters Score -535391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -607241.125000 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -607241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -602675.750000 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -602675.8 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -603741.437500 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -603741.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -603963.125000 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -603963.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -604082.187500 Penalty: 4225.023438
	Iteration 3Q: 3 clusters Score -604082.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -604151.000000 Penalty: 4225.023438
	Iteration 4Q: 3 clusters Score -604151 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -604215.062500 Penalty: 4225.023438
	Iteration 5Q: 3 clusters Score -604215.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -604263.750000 Penalty: 4225.023438
	Iteration 6Q: 3 clusters Score -604263.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -604303.937500 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -604303.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -604346.812500 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -604346.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -604381.812500 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -604381.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -604413.500000 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -604413.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -604442.125000 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -604442.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -604470.750000 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -604470.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -604495.812500 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -604495.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -604522.375000 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -604522.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -604558.687500 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -604558.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -604592.312500 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -604592.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -604632.625000 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -604632.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -604673.187500 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -604673.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -604717.562500 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -604717.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -604754.000000 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -604754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -604795.687500 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -604795.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -604857.750000 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -604857.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -604925.312500 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -604925.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -604988.375000 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -604988.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -605040.875000 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -605040.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -605084.812500 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -605084.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -605134.375000 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -605134.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -605179.250000 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -605179.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -605214.625000 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -605214.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -605241.687500 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -605241.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -605270.125000 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -605270.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -605293.250000 Penalty: 4225.023438
	Iteration 32Q: 3 clusters Score -605293.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -605312.687500 Penalty: 4225.023438
	Iteration 33Q: 3 clusters Score -605312.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -605330.625000 Penalty: 4225.023438
	Iteration 34Q: 3 clusters Score -605330.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -605347.875000 Penalty: 4225.023438
	Iteration 35Q: 3 clusters Score -605347.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -605359.500000 Penalty: 4225.023438
	Iteration 36Q: 3 clusters Score -605359.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -605374.687500 Penalty: 4225.023438
	Iteration 37Q: 3 clusters Score -605374.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -605383.812500 Penalty: 4225.023438
	Iteration 38Q: 3 clusters Score -605383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -605393.250000 Penalty: 4225.023438
	Iteration 39Q: 3 clusters Score -605393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -605406.625000 Penalty: 4225.023438
	Iteration 40F: 3 clusters Score -605406.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -605414.562500 Penalty: 4225.023438
	Iteration 41Q: 3 clusters Score -605414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -605418.687500 Penalty: 4225.023438
	Iteration 42Q: 3 clusters Score -605418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -605422.125000 Penalty: 4225.023438
	Iteration 43Q: 3 clusters Score -605422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -605424.250000 Penalty: 4225.023438
	Iteration 44Q: 3 clusters Score -605424.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -605428.562500 Penalty: 4225.023438
	Iteration 45Q: 3 clusters Score -605428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -605430.875000 Penalty: 4225.023438
	Iteration 46Q: 3 clusters Score -605430.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -605433.437500 Penalty: 4225.023438
	Iteration 47Q: 3 clusters Score -605433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -605435.312500 Penalty: 4225.023438
	Iteration 48Q: 3 clusters Score -605435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -605436.937500 Penalty: 4225.023438
	Iteration 49Q: 3 clusters Score -605436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -605436.812500 Penalty: 4225.023438
	Iteration 50Q: 3 clusters Score -605436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -605439.000000 Penalty: 4225.023438
	Iteration 51Q: 3 clusters Score -605439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -605441.812500 Penalty: 4225.023438
	Iteration 52Q: 3 clusters Score -605441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -605441.812500 Penalty: 4225.023438
	Iteration 53F: 3 clusters Score -605441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -545828.562500 Penalty: 2086.189697
	Iteration 0F: 2 clusters Score -545828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -541627.250000 Penalty: 4172.379395
	Iteration 0F: 3 clusters Score -541627.2 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -542595.250000 Penalty: 4172.379395
	Iteration 1F: 3 clusters Score -542595.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -542820.812500 Penalty: 4172.379395
	Iteration 2F: 3 clusters Score -542820.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -542952.875000 Penalty: 4172.379395
	Iteration 3F: 3 clusters Score -542952.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -543038.875000 Penalty: 4172.379395
	Iteration 4Q: 3 clusters Score -543038.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -543104.062500 Penalty: 4172.379395
	Iteration 5Q: 3 clusters Score -543104.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -543155.500000 Penalty: 4172.379395
	Iteration 6Q: 3 clusters Score -543155.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -543197.500000 Penalty: 4172.379395
	Iteration 7Q: 3 clusters Score -543197.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -543234.562500 Penalty: 4172.379395
	Iteration 8Q: 3 clusters Score -543234.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -543258.562500 Penalty: 4172.379395
	Iteration 9Q: 3 clusters Score -543258.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -543284.937500 Penalty: 4172.379395
	Iteration 10Q: 3 clusters Score -543284.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -543309.000000 Penalty: 4172.379395
	Iteration 11Q: 3 clusters Score -543309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -543331.312500 Penalty: 4172.379395
	Iteration 12Q: 3 clusters Score -543331.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -543357.562500 Penalty: 4172.379395
	Iteration 13Q: 3 clusters Score -543357.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -543382.312500 Penalty: 4172.379395
	Iteration 14Q: 3 clusters Score -543382.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -543403.125000 Penalty: 4172.379395
	Iteration 15Q: 3 clusters Score -543403.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -543423.625000 Penalty: 4172.379395
	Iteration 16Q: 3 clusters Score -543423.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -543443.000000 Penalty: 4172.379395
	Iteration 17Q: 3 clusters Score -543443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -543468.062500 Penalty: 4172.379395
	Iteration 18Q: 3 clusters Score -543468.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -543503.625000 Penalty: 4172.379395
	Iteration 19Q: 3 clusters Score -543503.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -543537.875000 Penalty: 4172.379395
	Iteration 20F: 3 clusters Score -543537.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -543560.750000 Penalty: 4172.379395
	Iteration 21Q: 3 clusters Score -543560.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -543593.500000 Penalty: 4172.379395
	Iteration 22Q: 3 clusters Score -543593.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -543619.562500 Penalty: 4172.379395
	Iteration 23Q: 3 clusters Score -543619.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -543641.500000 Penalty: 4172.379395
	Iteration 24Q: 3 clusters Score -543641.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -543659.312500 Penalty: 4172.379395
	Iteration 25Q: 3 clusters Score -543659.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -543671.687500 Penalty: 4172.379395
	Iteration 26Q: 3 clusters Score -543671.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -543681.062500 Penalty: 4172.379395
	Iteration 27Q: 3 clusters Score -543681.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -543691.250000 Penalty: 4172.379395
	Iteration 28Q: 3 clusters Score -543691.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -543702.750000 Penalty: 4172.379395
	Iteration 29Q: 3 clusters Score -543702.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -543717.750000 Penalty: 4172.379395
	Iteration 30Q: 3 clusters Score -543717.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -543735.562500 Penalty: 4172.379395
	Iteration 31Q: 3 clusters Score -543735.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -543749.625000 Penalty: 4172.379395
	Iteration 32Q: 3 clusters Score -543749.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -543762.000000 Penalty: 4172.379395
	Iteration 33Q: 3 clusters Score -543762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -543771.375000 Penalty: 4172.379395
	Iteration 34Q: 3 clusters Score -543771.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -543787.875000 Penalty: 4172.379395
	Iteration 35Q: 3 clusters Score -543787.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -543802.437500 Penalty: 4172.379395
	Iteration 36Q: 3 clusters Score -543802.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -543811.562500 Penalty: 4172.379395
	Iteration 37Q: 3 clusters Score -543811.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -543818.000000 Penalty: 4172.379395
	Iteration 38Q: 3 clusters Score -543818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -543828.125000 Penalty: 4172.379395
	Iteration 39Q: 3 clusters Score -543828.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -543844.375000 Penalty: 4172.379395
	Iteration 40F: 3 clusters Score -543844.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -543859.000000 Penalty: 4172.379395
	Iteration 41Q: 3 clusters Score -543859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -543871.062500 Penalty: 4172.379395
	Iteration 42Q: 3 clusters Score -543871.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -543878.500000 Penalty: 4172.379395
	Iteration 43Q: 3 clusters Score -543878.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -543884.000000 Penalty: 4172.379395
	Iteration 44Q: 3 clusters Score -543884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -543886.625000 Penalty: 4172.379395
	Iteration 45Q: 3 clusters Score -543886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -543890.500000 Penalty: 4172.379395
	Iteration 46Q: 3 clusters Score -543890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -543892.375000 Penalty: 4172.379395
	Iteration 47Q: 3 clusters Score -543892.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -543897.375000 Penalty: 4172.379395
	Iteration 48Q: 3 clusters Score -543897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -543901.875000 Penalty: 4172.379395
	Iteration 49Q: 3 clusters Score -543901.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -543906.500000 Penalty: 4172.379395
	Iteration 50Q: 3 clusters Score -543906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -543909.250000 Penalty: 4172.379395
	Iteration 51Q: 3 clusters Score -543909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -543911.125000 Penalty: 4172.379395
	Iteration 52Q: 3 clusters Score -543911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -543913.125000 Penalty: 4172.379395
	Iteration 53Q: 3 clusters Score -543913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -543916.250000 Penalty: 4172.379395
	Iteration 54Q: 3 clusters Score -543916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -543917.437500 Penalty: 4172.379395
	Iteration 55Q: 3 clusters Score -543917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -543921.312500 Penalty: 4172.379395
	Iteration 56Q: 3 clusters Score -543921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -543924.937500 Penalty: 4172.379395
	Iteration 57Q: 3 clusters Score -543924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -543927.312500 Penalty: 4172.379395
	Iteration 58Q: 3 clusters Score -543927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -543930.937500 Penalty: 4172.379395
	Iteration 59Q: 3 clusters Score -543930.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -543938.062500 Penalty: 4172.379395
	Iteration 60F: 3 clusters Score -543938.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -543942.812500 Penalty: 4172.379395
	Iteration 61Q: 3 clusters Score -543942.8 nChanged 13
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: -543949.812500 Penalty: 4172.379395
	Iteration 62Q: 3 clusters Score -543949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -543954.500000 Penalty: 4172.379395
	Iteration 63Q: 3 clusters Score -543954.5 nChanged 7
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: -543957.937500 Penalty: 4172.379395
	Iteration 64Q: 3 clusters Score -543957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -543962.312500 Penalty: 4172.379395
	Iteration 65Q: 3 clusters Score -543962.3 nChanged 9
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: -543966.812500 Penalty: 4172.379395
	Iteration 66Q: 3 clusters Score -543966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -543972.187500 Penalty: 4172.379395
	Iteration 67Q: 3 clusters Score -543972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -543975.125000 Penalty: 4172.379395
	Iteration 68Q: 3 clusters Score -543975.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -543977.625000 Penalty: 4172.379395
	Iteration 69Q: 3 clusters Score -543977.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -543980.875000 Penalty: 4172.379395
	Iteration 70Q: 3 clusters Score -543980.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -543985.437500 Penalty: 4172.379395
	Iteration 71Q: 3 clusters Score -543985.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -543988.875000 Penalty: 4172.379395
	Iteration 72Q: 3 clusters Score -543988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -543991.687500 Penalty: 4172.379395
	Iteration 73Q: 3 clusters Score -543991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -543993.000000 Penalty: 4172.379395
	Iteration 74Q: 3 clusters Score -543993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -543993.812500 Penalty: 4172.379395
	Iteration 75Q: 3 clusters Score -543993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -543996.562500 Penalty: 4172.379395
	Iteration 76Q: 3 clusters Score -543996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -543998.562500 Penalty: 4172.379395
	Iteration 77Q: 3 clusters Score -543998.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -544001.312500 Penalty: 4172.379395
	Iteration 78Q: 3 clusters Score -544001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -544003.937500 Penalty: 4172.379395
	Iteration 79Q: 3 clusters Score -544003.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -544007.750000 Penalty: 4172.379395
	Iteration 80F: 3 clusters Score -544007.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -544010.312500 Penalty: 4172.379395
	Iteration 81Q: 3 clusters Score -544010.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -544014.125000 Penalty: 4172.379395
	Iteration 82Q: 3 clusters Score -544014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -544014.062500 Penalty: 4172.379395
	Iteration 83Q: 3 clusters Score -544014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -544015.375000 Penalty: 4172.379395
	Iteration 84Q: 3 clusters Score -544015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -544015.875000 Penalty: 4172.379395
	Iteration 85Q: 3 clusters Score -544015.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -544016.250000 Penalty: 4172.379395
	Iteration 86Q: 3 clusters Score -544016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -544016.250000 Penalty: 4172.379395
	Iteration 87F: 3 clusters Score -544016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Entering Unmasked Estep 
Score: -3589297.000000 Penalty: 2556.868164
	Iteration 0F: 2 clusters Score -3589297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3568745.250000 Penalty: 5113.736328
	Iteration 0F: 3 clusters Score -3568745 nChanged 13593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3576371.750000 Penalty: 5113.736328
	Iteration 1F: 3 clusters Score -3576372 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3577019.500000 Penalty: 5113.736328
	Iteration 2F: 3 clusters Score -3577020 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3577572.500000 Penalty: 5113.736328
	Iteration 3Q: 3 clusters Score -3577572 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3578103.250000 Penalty: 5113.736328
	Iteration 4Q: 3 clusters Score -3578103 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3578547.000000 Penalty: 5113.736328
	Iteration 5Q: 3 clusters Score -3578547 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3578957.750000 Penalty: 5113.736328
	Iteration 6Q: 3 clusters Score -3578958 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3579436.500000 Penalty: 5113.736328
	Iteration 7Q: 3 clusters Score -3579436 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3579889.250000 Penalty: 5113.736328
	Iteration 8Q: 3 clusters Score -3579889 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3580414.500000 Penalty: 5113.736328
	Iteration 9Q: 3 clusters Score -3580414 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3581005.000000 Penalty: 5113.736328
	Iteration 10Q: 3 clusters Score -3581005 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3581666.500000 Penalty: 5113.736328
	Iteration 11Q: 3 clusters Score -3581666 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3582449.750000 Penalty: 5113.736328
	Iteration 12Q: 3 clusters Score -3582450 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3583345.250000 Penalty: 5113.736328
	Iteration 13Q: 3 clusters Score -3583345 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3584268.500000 Penalty: 5113.736328
	Iteration 14Q: 3 clusters Score -3584268 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3585188.750000 Penalty: 5113.736328
	Iteration 15Q: 3 clusters Score -3585189 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3585908.000000 Penalty: 5113.736328
	Iteration 16Q: 3 clusters Score -3585908 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3586399.750000 Penalty: 5113.736328
	Iteration 17Q: 3 clusters Score -3586400 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3586730.250000 Penalty: 5113.736328
	Iteration 18Q: 3 clusters Score -3586730 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3586976.500000 Penalty: 5113.736328
	Iteration 19Q: 3 clusters Score -3586976 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3587141.500000 Penalty: 5113.736328
	Iteration 20F: 3 clusters Score -3587142 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3587291.000000 Penalty: 5113.736328
	Iteration 21Q: 3 clusters Score -3587291 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3587426.250000 Penalty: 5113.736328
	Iteration 22Q: 3 clusters Score -3587426 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3587579.500000 Penalty: 5113.736328
	Iteration 23Q: 3 clusters Score -3587580 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3587748.000000 Penalty: 5113.736328
	Iteration 24Q: 3 clusters Score -3587748 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3587940.750000 Penalty: 5113.736328
	Iteration 25Q: 3 clusters Score -3587941 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3588131.750000 Penalty: 5113.736328
	Iteration 26Q: 3 clusters Score -3588132 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3588315.250000 Penalty: 5113.736328
	Iteration 27Q: 3 clusters Score -3588315 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3588419.750000 Penalty: 5113.736328
	Iteration 28Q: 3 clusters Score -3588420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3588471.000000 Penalty: 5113.736328
	Iteration 29Q: 3 clusters Score -3588471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3588483.250000 Penalty: 5113.736328
	Iteration 30Q: 3 clusters Score -3588483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3588503.000000 Penalty: 5113.736328
	Iteration 31Q: 3 clusters Score -3588503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3588509.750000 Penalty: 5113.736328
	Iteration 32Q: 3 clusters Score -3588510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3588525.000000 Penalty: 5113.736328
	Iteration 33Q: 3 clusters Score -3588525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3588534.000000 Penalty: 5113.736328
	Iteration 34Q: 3 clusters Score -3588534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3588534.000000 Penalty: 5113.736328
	Iteration 35Q: 3 clusters Score -3588534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3588541.750000 Penalty: 5113.736328
	Iteration 36Q: 3 clusters Score -3588542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3588540.750000 Penalty: 5113.736328
	Iteration 37Q: 3 clusters Score -3588541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3588543.250000 Penalty: 5113.736328
	Iteration 38Q: 3 clusters Score -3588543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3588540.250000 Penalty: 5113.736328
	Iteration 39Q: 3 clusters Score -3588540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3588554.250000 Penalty: 5113.736328
	Iteration 40F: 3 clusters Score -3588554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3588563.750000 Penalty: 5113.736328
	Iteration 41Q: 3 clusters Score -3588564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3588560.250000 Penalty: 5113.736328
	Iteration 42Q: 3 clusters Score -3588560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3588560.000000 Penalty: 5113.736328
	Iteration 43Q: 3 clusters Score -3588560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3588557.250000 Penalty: 5113.736328
	Iteration 44Q: 3 clusters Score -3588557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3588557.250000 Penalty: 5113.736328
	Iteration 45F: 3 clusters Score -3588557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 13194 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8557 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 10726 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 12814 members 
Mstep: Class 12 contains 8326 members 
Mstep: Class 13 contains 25588 members 
Mstep: Class 14 contains 27361 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5593 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13310 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4800 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16950 members 
Mstep: Class 27 contains 10216 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8300 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4412 members 
Mstep: Class 34 contains 5005 members 
Mstep: Class 35 contains 4501 members 
Mstep: Class 36 contains 30030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711848.000000 Penalty: 113205.929688
Iteration 199Q: 37 clusters Score -3.571185e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 13197 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8581 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 10731 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 12800 members 
Mstep: Class 12 contains 8329 members 
Mstep: Class 13 contains 25593 members 
Mstep: Class 14 contains 27346 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4802 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16945 members 
Mstep: Class 27 contains 10208 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8301 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4413 members 
Mstep: Class 34 contains 4996 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711876.000000 Penalty: 113205.929688
Iteration 200F: 37 clusters Score -3.571188e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 13196 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8600 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 10737 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 12791 members 
Mstep: Class 12 contains 8332 members 
Mstep: Class 13 contains 25593 members 
Mstep: Class 14 contains 27331 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4804 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16941 members 
Mstep: Class 27 contains 10197 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4985 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711836.000000 Penalty: 113205.929688
Iteration 201Q: 37 clusters Score -3.571184e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 13195 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 10744 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12782 members 
Mstep: Class 12 contains 8331 members 
Mstep: Class 13 contains 25598 members 
Mstep: Class 14 contains 27308 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4807 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16938 members 
Mstep: Class 27 contains 10193 members 
Mstep: Class 28 contains 8424 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8310 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4975 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711912.000000 Penalty: 113205.929688
Iteration 202Q: 37 clusters Score -3.571191e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 13193 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8630 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 10752 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12778 members 
Mstep: Class 12 contains 8332 members 
Mstep: Class 13 contains 25599 members 
Mstep: Class 14 contains 27294 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 13773 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13304 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4808 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16936 members 
Mstep: Class 27 contains 10182 members 
Mstep: Class 28 contains 8422 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8320 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4964 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711920.000000 Penalty: 113205.929688
Iteration 203Q: 37 clusters Score -3.571192e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 13194 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8638 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 10760 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12771 members 
Mstep: Class 12 contains 8334 members 
Mstep: Class 13 contains 25600 members 
Mstep: Class 14 contains 27281 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 13774 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13301 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4811 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16933 members 
Mstep: Class 27 contains 10178 members 
Mstep: Class 28 contains 8421 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8329 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4953 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711980.000000 Penalty: 113205.929688
Iteration 204Q: 37 clusters Score -3.571198e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 13192 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8651 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 10769 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 12760 members 
Mstep: Class 12 contains 8338 members 
Mstep: Class 13 contains 25599 members 
Mstep: Class 14 contains 27274 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 13773 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13303 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 6375 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16928 members 
Mstep: Class 27 contains 10171 members 
Mstep: Class 28 contains 8419 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8334 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4941 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711976.000000 Penalty: 113205.929688
Iteration 205Q: 37 clusters Score -3.571198e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8668 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 10777 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12746 members 
Mstep: Class 12 contains 8339 members 
Mstep: Class 13 contains 25602 members 
Mstep: Class 14 contains 27261 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4815 members 
Mstep: Class 24 contains 6378 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16923 members 
Mstep: Class 27 contains 10161 members 
Mstep: Class 28 contains 8416 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8338 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4926 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712004.000000 Penalty: 113205.929688
Iteration 206Q: 37 clusters Score -3.5712e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8680 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12736 members 
Mstep: Class 12 contains 8341 members 
Mstep: Class 13 contains 25602 members 
Mstep: Class 14 contains 27249 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13306 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4817 members 
Mstep: Class 24 contains 6379 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16920 members 
Mstep: Class 27 contains 10154 members 
Mstep: Class 28 contains 8412 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 8340 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4918 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712000.000000 Penalty: 113205.929688
Iteration 207Q: 37 clusters Score -3.5712e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 13190 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8697 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 10793 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12728 members 
Mstep: Class 12 contains 8342 members 
Mstep: Class 13 contains 25609 members 
Mstep: Class 14 contains 27236 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13306 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4818 members 
Mstep: Class 24 contains 6382 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 10146 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8344 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4907 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711920.000000 Penalty: 113205.929688
Iteration 208Q: 37 clusters Score -3.571192e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8716 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 10804 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 12718 members 
Mstep: Class 12 contains 8342 members 
Mstep: Class 13 contains 25617 members 
Mstep: Class 14 contains 27216 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 13778 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4819 members 
Mstep: Class 24 contains 6383 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16918 members 
Mstep: Class 27 contains 10141 members 
Mstep: Class 28 contains 8404 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8346 members 
Mstep: Class 32 contains 2838 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4894 members 
Mstep: Class 35 contains 4497 members 
Mstep: Class 36 contains 30162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711936.000000 Penalty: 113205.929688
Iteration 209Q: 37 clusters Score -3.571194e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8732 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 10812 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12714 members 
Mstep: Class 12 contains 8343 members 
Mstep: Class 13 contains 25621 members 
Mstep: Class 14 contains 27199 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13306 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4819 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16917 members 
Mstep: Class 27 contains 10137 members 
Mstep: Class 28 contains 8401 members 
Mstep: Class 29 contains 4858 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8347 members 
Mstep: Class 32 contains 2837 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4886 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711892.000000 Penalty: 113205.929688
Iteration 210Q: 37 clusters Score -3.571189e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13187 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8744 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 10822 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 12708 members 
Mstep: Class 12 contains 8341 members 
Mstep: Class 13 contains 25626 members 
Mstep: Class 14 contains 27184 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16915 members 
Mstep: Class 27 contains 10136 members 
Mstep: Class 28 contains 8398 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4881 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711916.000000 Penalty: 113205.929688
Iteration 211Q: 37 clusters Score -3.571192e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13186 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8753 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7123 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 12700 members 
Mstep: Class 12 contains 8343 members 
Mstep: Class 13 contains 25633 members 
Mstep: Class 14 contains 27172 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4819 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16912 members 
Mstep: Class 27 contains 10133 members 
Mstep: Class 28 contains 8397 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8350 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4876 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711936.000000 Penalty: 113205.929688
Iteration 212Q: 37 clusters Score -3.571194e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 13183 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 10837 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 12689 members 
Mstep: Class 12 contains 8344 members 
Mstep: Class 13 contains 25639 members 
Mstep: Class 14 contains 27159 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5594 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13310 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16911 members 
Mstep: Class 27 contains 10132 members 
Mstep: Class 28 contains 8393 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4873 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711940.000000 Penalty: 113205.929688
Iteration 213Q: 37 clusters Score -3.571194e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13182 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8772 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 10843 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 12680 members 
Mstep: Class 12 contains 8344 members 
Mstep: Class 13 contains 25639 members 
Mstep: Class 14 contains 27151 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16909 members 
Mstep: Class 27 contains 10131 members 
Mstep: Class 28 contains 8392 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4868 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711944.000000 Penalty: 113205.929688
Iteration 214Q: 37 clusters Score -3.571194e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13180 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8775 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7120 members 
Mstep: Class 9 contains 10852 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 12673 members 
Mstep: Class 12 contains 8344 members 
Mstep: Class 13 contains 25641 members 
Mstep: Class 14 contains 27142 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13312 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16907 members 
Mstep: Class 27 contains 10130 members 
Mstep: Class 28 contains 8394 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4861 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711956.000000 Penalty: 113205.929688
Iteration 215Q: 37 clusters Score -3.571196e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13180 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8786 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7119 members 
Mstep: Class 9 contains 10860 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 12663 members 
Mstep: Class 12 contains 8346 members 
Mstep: Class 13 contains 25648 members 
Mstep: Class 14 contains 27134 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5597 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13314 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 10129 members 
Mstep: Class 28 contains 8392 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4853 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711976.000000 Penalty: 113205.929688
Iteration 216Q: 37 clusters Score -3.571198e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13179 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8797 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7119 members 
Mstep: Class 9 contains 10865 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 12654 members 
Mstep: Class 12 contains 8347 members 
Mstep: Class 13 contains 25651 members 
Mstep: Class 14 contains 27128 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5598 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13314 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16902 members 
Mstep: Class 27 contains 10127 members 
Mstep: Class 28 contains 8391 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4847 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711972.000000 Penalty: 113205.929688
Iteration 217Q: 37 clusters Score -3.571197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13180 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8805 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 4210 members 
Mstep: Class 8 contains 7119 members 
Mstep: Class 9 contains 10869 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 12644 members 
Mstep: Class 12 contains 8348 members 
Mstep: Class 13 contains 25655 members 
Mstep: Class 14 contains 27120 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 13313 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4823 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16899 members 
Mstep: Class 27 contains 10124 members 
Mstep: Class 28 contains 8391 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4842 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711940.000000 Penalty: 113205.929688
Iteration 218Q: 37 clusters Score -3.571194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13180 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8803 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 10870 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 12643 members 
Mstep: Class 12 contains 8349 members 
Mstep: Class 13 contains 25660 members 
Mstep: Class 14 contains 27115 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13312 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16895 members 
Mstep: Class 27 contains 10125 members 
Mstep: Class 28 contains 8392 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4840 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711964.000000 Penalty: 113205.929688
Iteration 219Q: 37 clusters Score -3.571196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13179 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 12638 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25660 members 
Mstep: Class 14 contains 27109 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4825 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16893 members 
Mstep: Class 27 contains 10125 members 
Mstep: Class 28 contains 8391 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8349 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712000.000000 Penalty: 113205.929688
Iteration 220F: 37 clusters Score -3.5712e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13180 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 10881 members 
Mstep: Class 10 contains 4498 members 
Mstep: Class 11 contains 12634 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25659 members 
Mstep: Class 14 contains 27099 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13781 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 10125 members 
Mstep: Class 28 contains 8388 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8353 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711948.000000 Penalty: 113205.929688
Iteration 221Q: 37 clusters Score -3.571195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13181 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8825 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7117 members 
Mstep: Class 9 contains 10886 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 12631 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25657 members 
Mstep: Class 14 contains 27097 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13780 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16892 members 
Mstep: Class 27 contains 10122 members 
Mstep: Class 28 contains 8386 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8354 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711964.000000 Penalty: 113205.929688
Iteration 222Q: 37 clusters Score -3.571196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13183 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8834 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7115 members 
Mstep: Class 9 contains 10888 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 12629 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25654 members 
Mstep: Class 14 contains 27093 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16891 members 
Mstep: Class 27 contains 10121 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8352 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711912.000000 Penalty: 113205.929688
Iteration 223Q: 37 clusters Score -3.571191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13182 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8838 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10892 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 12627 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25652 members 
Mstep: Class 14 contains 27090 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13780 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16886 members 
Mstep: Class 27 contains 10121 members 
Mstep: Class 28 contains 8383 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8352 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711956.000000 Penalty: 113205.929688
Iteration 224Q: 37 clusters Score -3.571196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 13180 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8842 members 
Mstep: Class 6 contains 6590 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10896 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12623 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25653 members 
Mstep: Class 14 contains 27086 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 6389 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16881 members 
Mstep: Class 27 contains 10120 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8352 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711932.000000 Penalty: 113205.929688
Iteration 225Q: 37 clusters Score -3.571193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13178 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8843 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12619 members 
Mstep: Class 12 contains 8351 members 
Mstep: Class 13 contains 25653 members 
Mstep: Class 14 contains 27082 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13778 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4825 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16874 members 
Mstep: Class 27 contains 10117 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8351 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711964.000000 Penalty: 113205.929688
Iteration 226Q: 37 clusters Score -3.571196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13177 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8846 members 
Mstep: Class 6 contains 6599 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12614 members 
Mstep: Class 12 contains 8351 members 
Mstep: Class 13 contains 25653 members 
Mstep: Class 14 contains 27078 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13778 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16868 members 
Mstep: Class 27 contains 10113 members 
Mstep: Class 28 contains 8380 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8353 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711944.000000 Penalty: 113205.929688
Iteration 227Q: 37 clusters Score -3.571194e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13175 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8852 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12612 members 
Mstep: Class 12 contains 8351 members 
Mstep: Class 13 contains 25653 members 
Mstep: Class 14 contains 27073 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13310 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16865 members 
Mstep: Class 27 contains 10109 members 
Mstep: Class 28 contains 8379 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8354 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4498 members 
Mstep: Class 36 contains 30267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711924.000000 Penalty: 113205.929688
Iteration 228Q: 37 clusters Score -3.571192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13175 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12606 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25655 members 
Mstep: Class 14 contains 27070 members 
Mstep: Class 15 contains 6233 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13313 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16860 members 
Mstep: Class 27 contains 10106 members 
Mstep: Class 28 contains 8377 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8355 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4839 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711892.000000 Penalty: 113205.929688
Iteration 229Q: 37 clusters Score -3.571189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13174 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8863 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12600 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25656 members 
Mstep: Class 14 contains 27066 members 
Mstep: Class 15 contains 6234 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4827 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16860 members 
Mstep: Class 27 contains 10105 members 
Mstep: Class 28 contains 8377 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8358 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4838 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711916.000000 Penalty: 113205.929688
Iteration 230Q: 37 clusters Score -3.571192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13175 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8864 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12594 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25657 members 
Mstep: Class 14 contains 27063 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 5604 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4827 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16860 members 
Mstep: Class 27 contains 10105 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8360 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4838 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711904.000000 Penalty: 113205.929688
Iteration 231Q: 37 clusters Score -3.57119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 13174 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8869 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12589 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25659 members 
Mstep: Class 14 contains 27064 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 5604 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16860 members 
Mstep: Class 27 contains 10103 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8360 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4838 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711956.000000 Penalty: 113205.929688
Iteration 232Q: 37 clusters Score -3.571196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13173 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8874 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12582 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25658 members 
Mstep: Class 14 contains 27064 members 
Mstep: Class 15 contains 6235 members 
Mstep: Class 16 contains 5605 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4830 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16860 members 
Mstep: Class 27 contains 10101 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8360 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4838 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711956.000000 Penalty: 113205.929688
Iteration 233Q: 37 clusters Score -3.571196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13170 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8876 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12577 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25660 members 
Mstep: Class 14 contains 27065 members 
Mstep: Class 15 contains 6236 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4832 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16860 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8362 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4838 members 
Mstep: Class 35 contains 4500 members 
Mstep: Class 36 contains 30275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711936.000000 Penalty: 113205.929688
Iteration 234Q: 37 clusters Score -3.571194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13168 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8877 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 10898 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12573 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25665 members 
Mstep: Class 14 contains 27063 members 
Mstep: Class 15 contains 6238 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16859 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4837 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711928.000000 Penalty: 113205.929688
Iteration 235Q: 37 clusters Score -3.571193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 13167 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8882 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 10899 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12565 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 25673 members 
Mstep: Class 14 contains 27059 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16856 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4837 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711936.000000 Penalty: 113205.929688
Iteration 236Q: 37 clusters Score -3.571194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13167 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8885 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7112 members 
Mstep: Class 9 contains 10900 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12561 members 
Mstep: Class 12 contains 8349 members 
Mstep: Class 13 contains 25679 members 
Mstep: Class 14 contains 27057 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13314 members 
Mstep: Class 20 contains 14927 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16855 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2698 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4836 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711936.000000 Penalty: 113205.929688
Iteration 237Q: 37 clusters Score -3.571194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13167 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8890 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7110 members 
Mstep: Class 9 contains 10900 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12560 members 
Mstep: Class 12 contains 8348 members 
Mstep: Class 13 contains 25680 members 
Mstep: Class 14 contains 27055 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13314 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5890 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6388 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16854 members 
Mstep: Class 27 contains 10096 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4836 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711948.000000 Penalty: 113205.929688
Iteration 238Q: 37 clusters Score -3.571195e+07 nChanged 13
Entering ConstructFrom: 
Score: -35711948.000000 Penalty: 113205.929688
Entering ConstructFrom: 
Trying to split cluster 1 (11305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Entering Unmasked Estep 
Score: -1356882.625000 Penalty: 2314.583984
	Iteration 0F: 2 clusters Score -1356883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1348373.750000 Penalty: 4629.167969
	Iteration 0F: 3 clusters Score -1348374 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1350916.875000 Penalty: 4629.167969
	Iteration 1F: 3 clusters Score -1350917 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1351251.875000 Penalty: 4629.167969
	Iteration 2F: 3 clusters Score -1351252 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1351512.250000 Penalty: 4629.167969
	Iteration 3Q: 3 clusters Score -1351512 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1351760.375000 Penalty: 4629.167969
	Iteration 4Q: 3 clusters Score -1351760 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1351968.500000 Penalty: 4629.167969
	Iteration 5Q: 3 clusters Score -1351968 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1352197.750000 Penalty: 4629.167969
	Iteration 6Q: 3 clusters Score -1352198 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1352424.750000 Penalty: 4629.167969
	Iteration 7Q: 3 clusters Score -1352425 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1352681.000000 Penalty: 4629.167969
	Iteration 8Q: 3 clusters Score -1352681 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1352955.625000 Penalty: 4629.167969
	Iteration 9Q: 3 clusters Score -1352956 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1353277.375000 Penalty: 4629.167969
	Iteration 10Q: 3 clusters Score -1353277 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1353615.000000 Penalty: 4629.167969
	Iteration 11Q: 3 clusters Score -1353615 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1353943.125000 Penalty: 4629.167969
	Iteration 12Q: 3 clusters Score -1353943 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1354213.125000 Penalty: 4629.167969
	Iteration 13Q: 3 clusters Score -1354213 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1354419.875000 Penalty: 4629.167969
	Iteration 14Q: 3 clusters Score -1354420 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1354574.625000 Penalty: 4629.167969
	Iteration 15Q: 3 clusters Score -1354575 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1354710.750000 Penalty: 4629.167969
	Iteration 16Q: 3 clusters Score -1354711 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1354815.125000 Penalty: 4629.167969
	Iteration 17Q: 3 clusters Score -1354815 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1354904.500000 Penalty: 4629.167969
	Iteration 18Q: 3 clusters Score -1354904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1354974.125000 Penalty: 4629.167969
	Iteration 19Q: 3 clusters Score -1354974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1355027.375000 Penalty: 4629.167969
	Iteration 20F: 3 clusters Score -1355027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1355064.125000 Penalty: 4629.167969
	Iteration 21Q: 3 clusters Score -1355064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1355093.000000 Penalty: 4629.167969
	Iteration 22Q: 3 clusters Score -1355093 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1355117.375000 Penalty: 4629.167969
	Iteration 23Q: 3 clusters Score -1355117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1355139.625000 Penalty: 4629.167969
	Iteration 24Q: 3 clusters Score -1355140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1355149.250000 Penalty: 4629.167969
	Iteration 25Q: 3 clusters Score -1355149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1355150.875000 Penalty: 4629.167969
	Iteration 26Q: 3 clusters Score -1355151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1355154.500000 Penalty: 4629.167969
	Iteration 27Q: 3 clusters Score -1355154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1355157.625000 Penalty: 4629.167969
	Iteration 28Q: 3 clusters Score -1355158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1355157.625000 Penalty: 4629.167969
	Iteration 29Q: 3 clusters Score -1355158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1355158.625000 Penalty: 4629.167969
	Iteration 30Q: 3 clusters Score -1355159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1355159.000000 Penalty: 4629.167969
	Iteration 31Q: 3 clusters Score -1355159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1355160.125000 Penalty: 4629.167969
	Iteration 32Q: 3 clusters Score -1355160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1355161.750000 Penalty: 4629.167969
	Iteration 33Q: 3 clusters Score -1355162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1355163.875000 Penalty: 4629.167969
	Iteration 34Q: 3 clusters Score -1355164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1355163.875000 Penalty: 4629.167969
	Iteration 35F: 3 clusters Score -1355164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Entering Unmasked Estep 
Score: -1439839.750000 Penalty: 2352.377441
	Iteration 0F: 2 clusters Score -1439840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1430142.125000 Penalty: 4704.754883
	Iteration 0F: 3 clusters Score -1430142 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1433313.875000 Penalty: 4704.754883
	Iteration 1F: 3 clusters Score -1433314 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1433788.750000 Penalty: 4704.754883
	Iteration 2F: 3 clusters Score -1433789 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1434225.375000 Penalty: 4704.754883
	Iteration 3F: 3 clusters Score -1434225 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1434654.125000 Penalty: 4704.754883
	Iteration 4F: 3 clusters Score -1434654 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1435089.625000 Penalty: 4704.754883
	Iteration 5F: 3 clusters Score -1435090 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1435481.500000 Penalty: 4704.754883
	Iteration 6Q: 3 clusters Score -1435482 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1435872.375000 Penalty: 4704.754883
	Iteration 7Q: 3 clusters Score -1435872 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1436223.000000 Penalty: 4704.754883
	Iteration 8Q: 3 clusters Score -1436223 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1436494.500000 Penalty: 4704.754883
	Iteration 9Q: 3 clusters Score -1436494 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1436730.625000 Penalty: 4704.754883
	Iteration 10Q: 3 clusters Score -1436731 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1436920.250000 Penalty: 4704.754883
	Iteration 11Q: 3 clusters Score -1436920 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1437064.750000 Penalty: 4704.754883
	Iteration 12Q: 3 clusters Score -1437065 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1437181.125000 Penalty: 4704.754883
	Iteration 13Q: 3 clusters Score -1437181 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1437266.625000 Penalty: 4704.754883
	Iteration 14Q: 3 clusters Score -1437267 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1437360.250000 Penalty: 4704.754883
	Iteration 15Q: 3 clusters Score -1437360 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1437438.125000 Penalty: 4704.754883
	Iteration 16Q: 3 clusters Score -1437438 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1437495.250000 Penalty: 4704.754883
	Iteration 17Q: 3 clusters Score -1437495 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1437541.750000 Penalty: 4704.754883
	Iteration 18Q: 3 clusters Score -1437542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1437594.000000 Penalty: 4704.754883
	Iteration 19Q: 3 clusters Score -1437594 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1437625.125000 Penalty: 4704.754883
	Iteration 20F: 3 clusters Score -1437625 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1437650.625000 Penalty: 4704.754883
	Iteration 21Q: 3 clusters Score -1437651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1437672.375000 Penalty: 4704.754883
	Iteration 22Q: 3 clusters Score -1437672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1437690.125000 Penalty: 4704.754883
	Iteration 23Q: 3 clusters Score -1437690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1437708.875000 Penalty: 4704.754883
	Iteration 24Q: 3 clusters Score -1437709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1437723.750000 Penalty: 4704.754883
	Iteration 25Q: 3 clusters Score -1437724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1437739.875000 Penalty: 4704.754883
	Iteration 26Q: 3 clusters Score -1437740 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1437754.875000 Penalty: 4704.754883
	Iteration 27Q: 3 clusters Score -1437755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1437767.875000 Penalty: 4704.754883
	Iteration 28Q: 3 clusters Score -1437768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1437780.125000 Penalty: 4704.754883
	Iteration 29Q: 3 clusters Score -1437780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1437793.125000 Penalty: 4704.754883
	Iteration 30Q: 3 clusters Score -1437793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1437807.625000 Penalty: 4704.754883
	Iteration 31Q: 3 clusters Score -1437808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1437820.875000 Penalty: 4704.754883
	Iteration 32Q: 3 clusters Score -1437821 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1437830.875000 Penalty: 4704.754883
	Iteration 33Q: 3 clusters Score -1437831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1437836.875000 Penalty: 4704.754883
	Iteration 34Q: 3 clusters Score -1437837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1437847.375000 Penalty: 4704.754883
	Iteration 35Q: 3 clusters Score -1437847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1437857.625000 Penalty: 4704.754883
	Iteration 36Q: 3 clusters Score -1437858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1437869.125000 Penalty: 4704.754883
	Iteration 37Q: 3 clusters Score -1437869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1437880.375000 Penalty: 4704.754883
	Iteration 38Q: 3 clusters Score -1437880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1437886.625000 Penalty: 4704.754883
	Iteration 39Q: 3 clusters Score -1437887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1437894.125000 Penalty: 4704.754883
	Iteration 40F: 3 clusters Score -1437894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1437903.375000 Penalty: 4704.754883
	Iteration 41Q: 3 clusters Score -1437903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1437905.250000 Penalty: 4704.754883
	Iteration 42Q: 3 clusters Score -1437905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1437910.875000 Penalty: 4704.754883
	Iteration 43Q: 3 clusters Score -1437911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1437913.250000 Penalty: 4704.754883
	Iteration 44Q: 3 clusters Score -1437913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1437917.250000 Penalty: 4704.754883
	Iteration 45Q: 3 clusters Score -1437917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1437927.125000 Penalty: 4704.754883
	Iteration 46Q: 3 clusters Score -1437927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1437929.125000 Penalty: 4704.754883
	Iteration 47Q: 3 clusters Score -1437929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1437928.625000 Penalty: 4704.754883
	Iteration 48Q: 3 clusters Score -1437929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1437929.500000 Penalty: 4704.754883
	Iteration 49Q: 3 clusters Score -1437930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1437929.625000 Penalty: 4704.754883
	Iteration 50Q: 3 clusters Score -1437930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1437929.875000 Penalty: 4704.754883
	Iteration 51Q: 3 clusters Score -1437930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1437930.750000 Penalty: 4704.754883
	Iteration 52Q: 3 clusters Score -1437931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1437930.750000 Penalty: 4704.754883
	Iteration 53F: 3 clusters Score -1437931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -199827.843750 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -199827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -197378.968750 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -197379 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -197809.546875 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -197809.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -197968.750000 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -197968.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -198071.828125 Penalty: 3686.805420
	Iteration 3F: 3 clusters Score -198071.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -198141.828125 Penalty: 3686.805420
	Iteration 4Q: 3 clusters Score -198141.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -198182.500000 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -198182.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198209.843750 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -198209.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -198234.781250 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -198234.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -198255.406250 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -198255.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -198272.656250 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -198272.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -198286.828125 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -198286.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -198298.468750 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -198298.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -198308.515625 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -198308.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -198317.109375 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -198317.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -198323.812500 Penalty: 3686.805420
	Iteration 14Q: 3 clusters Score -198323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -198328.343750 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -198328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -198331.062500 Penalty: 3686.805420
	Iteration 16Q: 3 clusters Score -198331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -198333.921875 Penalty: 3686.805420
	Iteration 17Q: 3 clusters Score -198333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -198336.453125 Penalty: 3686.805420
	Iteration 18Q: 3 clusters Score -198336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -198339.343750 Penalty: 3686.805420
	Iteration 19Q: 3 clusters Score -198339.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -198341.531250 Penalty: 3686.805420
	Iteration 20F: 3 clusters Score -198341.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -198342.968750 Penalty: 3686.805420
	Iteration 21Q: 3 clusters Score -198343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -198342.968750 Penalty: 3686.805420
	Iteration 22F: 3 clusters Score -198343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -315337.875000 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -315337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -312144.687500 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -312144.7 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -312952.718750 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -312952.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -313334.156250 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -313334.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -313762.562500 Penalty: 3956.561523
	Iteration 3F: 3 clusters Score -313762.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -314128.250000 Penalty: 3956.561523
	Iteration 4F: 3 clusters Score -314128.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -314351.406250 Penalty: 3956.561523
	Iteration 5F: 3 clusters Score -314351.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -314460.656250 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -314460.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -314505.843750 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -314505.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -314536.437500 Penalty: 3956.561523
	Iteration 8Q: 3 clusters Score -314536.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -314548.906250 Penalty: 3956.561523
	Iteration 9Q: 3 clusters Score -314548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -314557.093750 Penalty: 3956.561523
	Iteration 10Q: 3 clusters Score -314557.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -314560.781250 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -314560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -314563.656250 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -314563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -314564.593750 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -314564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -314567.062500 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -314567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -314569.062500 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -314569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -314569.843750 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -314569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -314571.468750 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -314571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -314573.187500 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -314573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -314577.468750 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -314577.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -314584.937500 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -314584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -314587.437500 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -314587.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -314623.906250 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -314623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -314646.218750 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -314646.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -314658.031250 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -314658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -314668.625000 Penalty: 3956.561523
	Iteration 25Q: 3 clusters Score -314668.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -314672.531250 Penalty: 3956.561523
	Iteration 26Q: 3 clusters Score -314672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314677.250000 Penalty: 3956.561523
	Iteration 27Q: 3 clusters Score -314677.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -314679.125000 Penalty: 3956.561523
	Iteration 28Q: 3 clusters Score -314679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314684.250000 Penalty: 3956.561523
	Iteration 29Q: 3 clusters Score -314684.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -314687.906250 Penalty: 3956.561523
	Iteration 30Q: 3 clusters Score -314687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314689.937500 Penalty: 3956.561523
	Iteration 31Q: 3 clusters Score -314689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314690.656250 Penalty: 3956.561523
	Iteration 32Q: 3 clusters Score -314690.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -314692.343750 Penalty: 3956.561523
	Iteration 33Q: 3 clusters Score -314692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314693.656250 Penalty: 3956.561523
	Iteration 34Q: 3 clusters Score -314693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -314693.437500 Penalty: 3956.561523
	Iteration 35Q: 3 clusters Score -314693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314694.406250 Penalty: 3956.561523
	Iteration 36Q: 3 clusters Score -314694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314694.406250 Penalty: 3956.561523
	Iteration 37F: 3 clusters Score -314694.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Entering Unmasked Estep 
Score: -962397.125000 Penalty: 2255.068848
	Iteration 0F: 2 clusters Score -962397.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -955486.500000 Penalty: 4510.137695
	Iteration 0F: 3 clusters Score -955486.5 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -958042.437500 Penalty: 4510.137695
	Iteration 1F: 3 clusters Score -958042.4 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -958920.437500 Penalty: 4510.137695
	Iteration 2F: 3 clusters Score -958920.4 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -959638.750000 Penalty: 4510.137695
	Iteration 3F: 3 clusters Score -959638.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -960088.000000 Penalty: 4510.137695
	Iteration 4F: 3 clusters Score -960088 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -960399.437500 Penalty: 4510.137695
	Iteration 5F: 3 clusters Score -960399.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -960600.875000 Penalty: 4510.137695
	Iteration 6Q: 3 clusters Score -960600.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -960730.375000 Penalty: 4510.137695
	Iteration 7Q: 3 clusters Score -960730.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -960843.937500 Penalty: 4510.137695
	Iteration 8Q: 3 clusters Score -960843.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -960940.187500 Penalty: 4510.137695
	Iteration 9Q: 3 clusters Score -960940.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -961013.000000 Penalty: 4510.137695
	Iteration 10Q: 3 clusters Score -961013 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -961083.250000 Penalty: 4510.137695
	Iteration 11Q: 3 clusters Score -961083.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -961145.437500 Penalty: 4510.137695
	Iteration 12Q: 3 clusters Score -961145.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -961188.062500 Penalty: 4510.137695
	Iteration 13Q: 3 clusters Score -961188.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -961223.562500 Penalty: 4510.137695
	Iteration 14Q: 3 clusters Score -961223.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -961260.000000 Penalty: 4510.137695
	Iteration 15Q: 3 clusters Score -961260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -961287.187500 Penalty: 4510.137695
	Iteration 16Q: 3 clusters Score -961287.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -961321.687500 Penalty: 4510.137695
	Iteration 17Q: 3 clusters Score -961321.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -961345.875000 Penalty: 4510.137695
	Iteration 18Q: 3 clusters Score -961345.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -961370.687500 Penalty: 4510.137695
	Iteration 19Q: 3 clusters Score -961370.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -961402.750000 Penalty: 4510.137695
	Iteration 20F: 3 clusters Score -961402.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -961442.750000 Penalty: 4510.137695
	Iteration 21Q: 3 clusters Score -961442.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -961477.312500 Penalty: 4510.137695
	Iteration 22Q: 3 clusters Score -961477.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -961513.687500 Penalty: 4510.137695
	Iteration 23Q: 3 clusters Score -961513.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -961537.187500 Penalty: 4510.137695
	Iteration 24Q: 3 clusters Score -961537.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -961561.750000 Penalty: 4510.137695
	Iteration 25Q: 3 clusters Score -961561.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -961586.437500 Penalty: 4510.137695
	Iteration 26Q: 3 clusters Score -961586.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -961614.125000 Penalty: 4510.137695
	Iteration 27Q: 3 clusters Score -961614.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -961631.312500 Penalty: 4510.137695
	Iteration 28Q: 3 clusters Score -961631.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -961646.687500 Penalty: 4510.137695
	Iteration 29Q: 3 clusters Score -961646.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -961659.937500 Penalty: 4510.137695
	Iteration 30Q: 3 clusters Score -961659.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -961670.187500 Penalty: 4510.137695
	Iteration 31Q: 3 clusters Score -961670.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -961676.687500 Penalty: 4510.137695
	Iteration 32Q: 3 clusters Score -961676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -961676.750000 Penalty: 4510.137695
	Iteration 33Q: 3 clusters Score -961676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -961679.937500 Penalty: 4510.137695
	Iteration 34Q: 3 clusters Score -961679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -961682.500000 Penalty: 4510.137695
	Iteration 35Q: 3 clusters Score -961682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -961682.187500 Penalty: 4510.137695
	Iteration 36Q: 3 clusters Score -961682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -961682.187500 Penalty: 4510.137695
	Iteration 37F: 3 clusters Score -961682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Entering Unmasked Estep 
Score: -773772.125000 Penalty: 2181.191650
	Iteration 0F: 2 clusters Score -773772.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -768269.375000 Penalty: 4362.383301
	Iteration 0F: 3 clusters Score -768269.4 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -769786.000000 Penalty: 4362.383301
	Iteration 1F: 3 clusters Score -769786 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -770173.000000 Penalty: 4362.383301
	Iteration 2F: 3 clusters Score -770173 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -770546.375000 Penalty: 4362.383301
	Iteration 3F: 3 clusters Score -770546.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -770928.250000 Penalty: 4362.383301
	Iteration 4F: 3 clusters Score -770928.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -771443.187500 Penalty: 4362.383301
	Iteration 5F: 3 clusters Score -771443.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -772023.625000 Penalty: 4362.383301
	Iteration 6F: 3 clusters Score -772023.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -772416.625000 Penalty: 4362.383301
	Iteration 7F: 3 clusters Score -772416.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -772676.375000 Penalty: 4362.383301
	Iteration 8Q: 3 clusters Score -772676.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -772848.562500 Penalty: 4362.383301
	Iteration 9Q: 3 clusters Score -772848.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -772974.062500 Penalty: 4362.383301
	Iteration 10Q: 3 clusters Score -772974.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -773080.812500 Penalty: 4362.383301
	Iteration 11Q: 3 clusters Score -773080.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -773173.125000 Penalty: 4362.383301
	Iteration 12Q: 3 clusters Score -773173.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -773244.312500 Penalty: 4362.383301
	Iteration 13Q: 3 clusters Score -773244.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -773300.437500 Penalty: 4362.383301
	Iteration 14Q: 3 clusters Score -773300.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -773342.812500 Penalty: 4362.383301
	Iteration 15Q: 3 clusters Score -773342.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -773403.000000 Penalty: 4362.383301
	Iteration 16Q: 3 clusters Score -773403 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -773468.000000 Penalty: 4362.383301
	Iteration 17Q: 3 clusters Score -773468 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -773526.812500 Penalty: 4362.383301
	Iteration 18Q: 3 clusters Score -773526.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -773577.312500 Penalty: 4362.383301
	Iteration 19Q: 3 clusters Score -773577.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -773608.062500 Penalty: 4362.383301
	Iteration 20F: 3 clusters Score -773608.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -773618.125000 Penalty: 4362.383301
	Iteration 21Q: 3 clusters Score -773618.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -773626.312500 Penalty: 4362.383301
	Iteration 22Q: 3 clusters Score -773626.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -773631.437500 Penalty: 4362.383301
	Iteration 23Q: 3 clusters Score -773631.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -773634.562500 Penalty: 4362.383301
	Iteration 24Q: 3 clusters Score -773634.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -773634.937500 Penalty: 4362.383301
	Iteration 25Q: 3 clusters Score -773634.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -773640.562500 Penalty: 4362.383301
	Iteration 26Q: 3 clusters Score -773640.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -773645.125000 Penalty: 4362.383301
	Iteration 27Q: 3 clusters Score -773645.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -773647.875000 Penalty: 4362.383301
	Iteration 28Q: 3 clusters Score -773647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -773651.187500 Penalty: 4362.383301
	Iteration 29Q: 3 clusters Score -773651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -773651.812500 Penalty: 4362.383301
	Iteration 30Q: 3 clusters Score -773651.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -773654.875000 Penalty: 4362.383301
	Iteration 31Q: 3 clusters Score -773654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -773654.187500 Penalty: 4362.383301
	Iteration 32Q: 3 clusters Score -773654.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -773657.312500 Penalty: 4362.383301
	Iteration 33Q: 3 clusters Score -773657.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -773659.375000 Penalty: 4362.383301
	Iteration 34Q: 3 clusters Score -773659.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -773660.125000 Penalty: 4362.383301
	Iteration 35Q: 3 clusters Score -773660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -773663.625000 Penalty: 4362.383301
	Iteration 36Q: 3 clusters Score -773663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -773665.000000 Penalty: 4362.383301
	Iteration 37Q: 3 clusters Score -773665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -773666.625000 Penalty: 4362.383301
	Iteration 38Q: 3 clusters Score -773666.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -773667.125000 Penalty: 4362.383301
	Iteration 39Q: 3 clusters Score -773667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -773668.375000 Penalty: 4362.383301
	Iteration 40F: 3 clusters Score -773668.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -773671.687500 Penalty: 4362.383301
	Iteration 41Q: 3 clusters Score -773671.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -773675.750000 Penalty: 4362.383301
	Iteration 42Q: 3 clusters Score -773675.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -773681.937500 Penalty: 4362.383301
	Iteration 43Q: 3 clusters Score -773681.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -773689.000000 Penalty: 4362.383301
	Iteration 44Q: 3 clusters Score -773689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -773698.437500 Penalty: 4362.383301
	Iteration 45Q: 3 clusters Score -773698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -773702.312500 Penalty: 4362.383301
	Iteration 46Q: 3 clusters Score -773702.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -773704.250000 Penalty: 4362.383301
	Iteration 47Q: 3 clusters Score -773704.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -773708.812500 Penalty: 4362.383301
	Iteration 48Q: 3 clusters Score -773708.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -773712.500000 Penalty: 4362.383301
	Iteration 49Q: 3 clusters Score -773712.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -773715.062500 Penalty: 4362.383301
	Iteration 50Q: 3 clusters Score -773715.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -773716.812500 Penalty: 4362.383301
	Iteration 51Q: 3 clusters Score -773716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -773717.812500 Penalty: 4362.383301
	Iteration 52Q: 3 clusters Score -773717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -773717.875000 Penalty: 4362.383301
	Iteration 53Q: 3 clusters Score -773717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -773719.000000 Penalty: 4362.383301
	Iteration 54Q: 3 clusters Score -773719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -773719.875000 Penalty: 4362.383301
	Iteration 55Q: 3 clusters Score -773719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -773721.000000 Penalty: 4362.383301
	Iteration 56Q: 3 clusters Score -773721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -773723.062500 Penalty: 4362.383301
	Iteration 57Q: 3 clusters Score -773723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -773725.187500 Penalty: 4362.383301
	Iteration 58Q: 3 clusters Score -773725.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -773725.187500 Penalty: 4362.383301
	Iteration 59F: 3 clusters Score -773725.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Entering Unmasked Estep 
Score: -514159.718750 Penalty: 2069.672852
	Iteration 0F: 2 clusters Score -514159.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -510088.093750 Penalty: 4139.345703
	Iteration 0F: 3 clusters Score -510088.1 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -510976.968750 Penalty: 4139.345703
	Iteration 1F: 3 clusters Score -510977 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -511150.375000 Penalty: 4139.345703
	Iteration 2F: 3 clusters Score -511150.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -511263.437500 Penalty: 4139.345703
	Iteration 3Q: 3 clusters Score -511263.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -511348.125000 Penalty: 4139.345703
	Iteration 4Q: 3 clusters Score -511348.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -511405.468750 Penalty: 4139.345703
	Iteration 5Q: 3 clusters Score -511405.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -511450.781250 Penalty: 4139.345703
	Iteration 6Q: 3 clusters Score -511450.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -511482.406250 Penalty: 4139.345703
	Iteration 7Q: 3 clusters Score -511482.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -511504.187500 Penalty: 4139.345703
	Iteration 8Q: 3 clusters Score -511504.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -511524.937500 Penalty: 4139.345703
	Iteration 9Q: 3 clusters Score -511524.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -511544.250000 Penalty: 4139.345703
	Iteration 10Q: 3 clusters Score -511544.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -511569.218750 Penalty: 4139.345703
	Iteration 11Q: 3 clusters Score -511569.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -511587.687500 Penalty: 4139.345703
	Iteration 12Q: 3 clusters Score -511587.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -511601.625000 Penalty: 4139.345703
	Iteration 13Q: 3 clusters Score -511601.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -511610.156250 Penalty: 4139.345703
	Iteration 14Q: 3 clusters Score -511610.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -511615.781250 Penalty: 4139.345703
	Iteration 15Q: 3 clusters Score -511615.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -511625.593750 Penalty: 4139.345703
	Iteration 16Q: 3 clusters Score -511625.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -511636.437500 Penalty: 4139.345703
	Iteration 17Q: 3 clusters Score -511636.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -511649.718750 Penalty: 4139.345703
	Iteration 18Q: 3 clusters Score -511649.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -511660.156250 Penalty: 4139.345703
	Iteration 19Q: 3 clusters Score -511660.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -511671.218750 Penalty: 4139.345703
	Iteration 20F: 3 clusters Score -511671.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -511679.343750 Penalty: 4139.345703
	Iteration 21Q: 3 clusters Score -511679.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -511691.250000 Penalty: 4139.345703
	Iteration 22Q: 3 clusters Score -511691.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -511699.750000 Penalty: 4139.345703
	Iteration 23Q: 3 clusters Score -511699.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -511710.718750 Penalty: 4139.345703
	Iteration 24Q: 3 clusters Score -511710.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -511720.468750 Penalty: 4139.345703
	Iteration 25Q: 3 clusters Score -511720.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -511727.937500 Penalty: 4139.345703
	Iteration 26Q: 3 clusters Score -511727.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -511735.906250 Penalty: 4139.345703
	Iteration 27Q: 3 clusters Score -511735.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -511745.687500 Penalty: 4139.345703
	Iteration 28Q: 3 clusters Score -511745.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -511757.156250 Penalty: 4139.345703
	Iteration 29Q: 3 clusters Score -511757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -511766.750000 Penalty: 4139.345703
	Iteration 30Q: 3 clusters Score -511766.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -511775.531250 Penalty: 4139.345703
	Iteration 31Q: 3 clusters Score -511775.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -511785.156250 Penalty: 4139.345703
	Iteration 32Q: 3 clusters Score -511785.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -511799.250000 Penalty: 4139.345703
	Iteration 33Q: 3 clusters Score -511799.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -511809.406250 Penalty: 4139.345703
	Iteration 34Q: 3 clusters Score -511809.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -511815.437500 Penalty: 4139.345703
	Iteration 35Q: 3 clusters Score -511815.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -511821.062500 Penalty: 4139.345703
	Iteration 36Q: 3 clusters Score -511821.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -511825.281250 Penalty: 4139.345703
	Iteration 37Q: 3 clusters Score -511825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -511828.812500 Penalty: 4139.345703
	Iteration 38Q: 3 clusters Score -511828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -511832.031250 Penalty: 4139.345703
	Iteration 39Q: 3 clusters Score -511832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -511836.593750 Penalty: 4139.345703
	Iteration 40F: 3 clusters Score -511836.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -511842.250000 Penalty: 4139.345703
	Iteration 41Q: 3 clusters Score -511842.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -511845.031250 Penalty: 4139.345703
	Iteration 42Q: 3 clusters Score -511845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -511848.218750 Penalty: 4139.345703
	Iteration 43Q: 3 clusters Score -511848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -511852.062500 Penalty: 4139.345703
	Iteration 44Q: 3 clusters Score -511852.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -511856.093750 Penalty: 4139.345703
	Iteration 45Q: 3 clusters Score -511856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -511862.406250 Penalty: 4139.345703
	Iteration 46Q: 3 clusters Score -511862.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -511867.000000 Penalty: 4139.345703
	Iteration 47Q: 3 clusters Score -511867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -511871.312500 Penalty: 4139.345703
	Iteration 48Q: 3 clusters Score -511871.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -511877.406250 Penalty: 4139.345703
	Iteration 49Q: 3 clusters Score -511877.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -511884.875000 Penalty: 4139.345703
	Iteration 50Q: 3 clusters Score -511884.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -511893.406250 Penalty: 4139.345703
	Iteration 51Q: 3 clusters Score -511893.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -511899.500000 Penalty: 4139.345703
	Iteration 52Q: 3 clusters Score -511899.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -511906.718750 Penalty: 4139.345703
	Iteration 53Q: 3 clusters Score -511906.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -511911.625000 Penalty: 4139.345703
	Iteration 54Q: 3 clusters Score -511911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -511915.843750 Penalty: 4139.345703
	Iteration 55Q: 3 clusters Score -511915.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -511921.062500 Penalty: 4139.345703
	Iteration 56Q: 3 clusters Score -511921.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -511927.875000 Penalty: 4139.345703
	Iteration 57Q: 3 clusters Score -511927.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -511939.093750 Penalty: 4139.345703
	Iteration 58Q: 3 clusters Score -511939.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -511947.312500 Penalty: 4139.345703
	Iteration 59Q: 3 clusters Score -511947.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -511957.125000 Penalty: 4139.345703
	Iteration 60F: 3 clusters Score -511957.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -511968.343750 Penalty: 4139.345703
	Iteration 61Q: 3 clusters Score -511968.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -511976.250000 Penalty: 4139.345703
	Iteration 62Q: 3 clusters Score -511976.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -511985.937500 Penalty: 4139.345703
	Iteration 63Q: 3 clusters Score -511985.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -511995.125000 Penalty: 4139.345703
	Iteration 64Q: 3 clusters Score -511995.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -512001.843750 Penalty: 4139.345703
	Iteration 65Q: 3 clusters Score -512001.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -512007.531250 Penalty: 4139.345703
	Iteration 66Q: 3 clusters Score -512007.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -512019.437500 Penalty: 4139.345703
	Iteration 67Q: 3 clusters Score -512019.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -512030.156250 Penalty: 4139.345703
	Iteration 68Q: 3 clusters Score -512030.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -512033.875000 Penalty: 4139.345703
	Iteration 69Q: 3 clusters Score -512033.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -512039.312500 Penalty: 4139.345703
	Iteration 70Q: 3 clusters Score -512039.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -512045.750000 Penalty: 4139.345703
	Iteration 71Q: 3 clusters Score -512045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -512050.968750 Penalty: 4139.345703
	Iteration 72Q: 3 clusters Score -512051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -512059.875000 Penalty: 4139.345703
	Iteration 73Q: 3 clusters Score -512059.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -512071.187500 Penalty: 4139.345703
	Iteration 74Q: 3 clusters Score -512071.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -512080.000000 Penalty: 4139.345703
	Iteration 75Q: 3 clusters Score -512080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -512086.593750 Penalty: 4139.345703
	Iteration 76Q: 3 clusters Score -512086.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -512098.218750 Penalty: 4139.345703
	Iteration 77Q: 3 clusters Score -512098.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -512108.062500 Penalty: 4139.345703
	Iteration 78Q: 3 clusters Score -512108.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -512118.906250 Penalty: 4139.345703
	Iteration 79Q: 3 clusters Score -512118.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -512128.718750 Penalty: 4139.345703
	Iteration 80F: 3 clusters Score -512128.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -512138.375000 Penalty: 4139.345703
	Iteration 81Q: 3 clusters Score -512138.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -512152.906250 Penalty: 4139.345703
	Iteration 82Q: 3 clusters Score -512152.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -512166.687500 Penalty: 4139.345703
	Iteration 83Q: 3 clusters Score -512166.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -512174.125000 Penalty: 4139.345703
	Iteration 84Q: 3 clusters Score -512174.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -512184.750000 Penalty: 4139.345703
	Iteration 85Q: 3 clusters Score -512184.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -512189.781250 Penalty: 4139.345703
	Iteration 86Q: 3 clusters Score -512189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -512196.343750 Penalty: 4139.345703
	Iteration 87Q: 3 clusters Score -512196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -512196.718750 Penalty: 4139.345703
	Iteration 88Q: 3 clusters Score -512196.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -512199.375000 Penalty: 4139.345703
	Iteration 89Q: 3 clusters Score -512199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -512200.593750 Penalty: 4139.345703
	Iteration 90Q: 3 clusters Score -512200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -512201.843750 Penalty: 4139.345703
	Iteration 91Q: 3 clusters Score -512201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -512201.843750 Penalty: 4139.345703
	Iteration 92F: 3 clusters Score -512201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Entering Unmasked Estep 
Score: -613340.062500 Penalty: 2199.541016
	Iteration 0F: 2 clusters Score -613340.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -607534.500000 Penalty: 4399.082031
	Iteration 0F: 3 clusters Score -607534.5 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -609231.062500 Penalty: 4399.082031
	Iteration 1F: 3 clusters Score -609231.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -609537.250000 Penalty: 4399.082031
	Iteration 2F: 3 clusters Score -609537.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -609739.687500 Penalty: 4399.082031
	Iteration 3F: 3 clusters Score -609739.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -609902.562500 Penalty: 4399.082031
	Iteration 4Q: 3 clusters Score -609902.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -610053.687500 Penalty: 4399.082031
	Iteration 5Q: 3 clusters Score -610053.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -610191.875000 Penalty: 4399.082031
	Iteration 6Q: 3 clusters Score -610191.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -610296.437500 Penalty: 4399.082031
	Iteration 7Q: 3 clusters Score -610296.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -610378.062500 Penalty: 4399.082031
	Iteration 8Q: 3 clusters Score -610378.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -610449.875000 Penalty: 4399.082031
	Iteration 9Q: 3 clusters Score -610449.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -610525.375000 Penalty: 4399.082031
	Iteration 10Q: 3 clusters Score -610525.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -610605.812500 Penalty: 4399.082031
	Iteration 11Q: 3 clusters Score -610605.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -610682.812500 Penalty: 4399.082031
	Iteration 12Q: 3 clusters Score -610682.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -610751.812500 Penalty: 4399.082031
	Iteration 13Q: 3 clusters Score -610751.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -610817.500000 Penalty: 4399.082031
	Iteration 14Q: 3 clusters Score -610817.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -610889.000000 Penalty: 4399.082031
	Iteration 15Q: 3 clusters Score -610889 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -610958.187500 Penalty: 4399.082031
	Iteration 16Q: 3 clusters Score -610958.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -611024.562500 Penalty: 4399.082031
	Iteration 17Q: 3 clusters Score -611024.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -611076.500000 Penalty: 4399.082031
	Iteration 18Q: 3 clusters Score -611076.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -611113.500000 Penalty: 4399.082031
	Iteration 19Q: 3 clusters Score -611113.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -611140.937500 Penalty: 4399.082031
	Iteration 20F: 3 clusters Score -611140.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -611168.875000 Penalty: 4399.082031
	Iteration 21Q: 3 clusters Score -611168.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -611185.562500 Penalty: 4399.082031
	Iteration 22Q: 3 clusters Score -611185.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -611198.750000 Penalty: 4399.082031
	Iteration 23Q: 3 clusters Score -611198.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -611209.187500 Penalty: 4399.082031
	Iteration 24Q: 3 clusters Score -611209.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -611217.625000 Penalty: 4399.082031
	Iteration 25Q: 3 clusters Score -611217.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -611230.375000 Penalty: 4399.082031
	Iteration 26Q: 3 clusters Score -611230.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -611241.375000 Penalty: 4399.082031
	Iteration 27Q: 3 clusters Score -611241.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -611250.687500 Penalty: 4399.082031
	Iteration 28Q: 3 clusters Score -611250.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -611256.812500 Penalty: 4399.082031
	Iteration 29Q: 3 clusters Score -611256.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -611260.312500 Penalty: 4399.082031
	Iteration 30Q: 3 clusters Score -611260.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -611265.375000 Penalty: 4399.082031
	Iteration 31Q: 3 clusters Score -611265.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -611265.750000 Penalty: 4399.082031
	Iteration 32Q: 3 clusters Score -611265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -611268.375000 Penalty: 4399.082031
	Iteration 33Q: 3 clusters Score -611268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -611270.687500 Penalty: 4399.082031
	Iteration 34Q: 3 clusters Score -611270.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -611273.625000 Penalty: 4399.082031
	Iteration 35Q: 3 clusters Score -611273.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -611276.125000 Penalty: 4399.082031
	Iteration 36Q: 3 clusters Score -611276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -611277.937500 Penalty: 4399.082031
	Iteration 37Q: 3 clusters Score -611277.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -611284.000000 Penalty: 4399.082031
	Iteration 38Q: 3 clusters Score -611284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -611287.812500 Penalty: 4399.082031
	Iteration 39Q: 3 clusters Score -611287.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -611291.875000 Penalty: 4399.082031
	Iteration 40F: 3 clusters Score -611291.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -611297.375000 Penalty: 4399.082031
	Iteration 41Q: 3 clusters Score -611297.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -611301.375000 Penalty: 4399.082031
	Iteration 42Q: 3 clusters Score -611301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -611307.437500 Penalty: 4399.082031
	Iteration 43Q: 3 clusters Score -611307.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -611312.562500 Penalty: 4399.082031
	Iteration 44Q: 3 clusters Score -611312.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -611318.937500 Penalty: 4399.082031
	Iteration 45Q: 3 clusters Score -611318.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -611325.375000 Penalty: 4399.082031
	Iteration 46Q: 3 clusters Score -611325.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -611329.625000 Penalty: 4399.082031
	Iteration 47Q: 3 clusters Score -611329.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -611336.000000 Penalty: 4399.082031
	Iteration 48Q: 3 clusters Score -611336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -611343.000000 Penalty: 4399.082031
	Iteration 49Q: 3 clusters Score -611343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -611354.812500 Penalty: 4399.082031
	Iteration 50Q: 3 clusters Score -611354.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -611368.500000 Penalty: 4399.082031
	Iteration 51Q: 3 clusters Score -611368.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -611376.500000 Penalty: 4399.082031
	Iteration 52Q: 3 clusters Score -611376.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -611389.312500 Penalty: 4399.082031
	Iteration 53Q: 3 clusters Score -611389.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -611397.812500 Penalty: 4399.082031
	Iteration 54Q: 3 clusters Score -611397.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -611404.687500 Penalty: 4399.082031
	Iteration 55Q: 3 clusters Score -611404.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -611410.250000 Penalty: 4399.082031
	Iteration 56Q: 3 clusters Score -611410.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -611413.875000 Penalty: 4399.082031
	Iteration 57Q: 3 clusters Score -611413.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -611419.875000 Penalty: 4399.082031
	Iteration 58Q: 3 clusters Score -611419.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -611422.750000 Penalty: 4399.082031
	Iteration 59Q: 3 clusters Score -611422.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -611425.562500 Penalty: 4399.082031
	Iteration 60F: 3 clusters Score -611425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -611427.875000 Penalty: 4399.082031
	Iteration 61Q: 3 clusters Score -611427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -611430.812500 Penalty: 4399.082031
	Iteration 62Q: 3 clusters Score -611430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -611431.437500 Penalty: 4399.082031
	Iteration 63Q: 3 clusters Score -611431.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -611431.187500 Penalty: 4399.082031
	Iteration 64Q: 3 clusters Score -611431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -611435.187500 Penalty: 4399.082031
	Iteration 65Q: 3 clusters Score -611435.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -611441.000000 Penalty: 4399.082031
	Iteration 66Q: 3 clusters Score -611441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -611444.562500 Penalty: 4399.082031
	Iteration 67Q: 3 clusters Score -611444.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -611453.625000 Penalty: 4399.082031
	Iteration 68Q: 3 clusters Score -611453.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -611460.625000 Penalty: 4399.082031
	Iteration 69Q: 3 clusters Score -611460.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -611469.000000 Penalty: 4399.082031
	Iteration 70Q: 3 clusters Score -611469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -611480.000000 Penalty: 4399.082031
	Iteration 71Q: 3 clusters Score -611480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -611491.937500 Penalty: 4399.082031
	Iteration 72Q: 3 clusters Score -611491.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -611504.312500 Penalty: 4399.082031
	Iteration 73Q: 3 clusters Score -611504.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -611517.250000 Penalty: 4399.082031
	Iteration 74Q: 3 clusters Score -611517.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -611530.062500 Penalty: 4399.082031
	Iteration 75Q: 3 clusters Score -611530.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -611540.250000 Penalty: 4399.082031
	Iteration 76Q: 3 clusters Score -611540.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -611554.125000 Penalty: 4399.082031
	Iteration 77Q: 3 clusters Score -611554.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -611564.125000 Penalty: 4399.082031
	Iteration 78Q: 3 clusters Score -611564.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -611574.625000 Penalty: 4399.082031
	Iteration 79Q: 3 clusters Score -611574.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -611583.375000 Penalty: 4399.082031
	Iteration 80F: 3 clusters Score -611583.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -611589.625000 Penalty: 4399.082031
	Iteration 81Q: 3 clusters Score -611589.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -611596.500000 Penalty: 4399.082031
	Iteration 82Q: 3 clusters Score -611596.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -611603.062500 Penalty: 4399.082031
	Iteration 83Q: 3 clusters Score -611603.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -611612.937500 Penalty: 4399.082031
	Iteration 84Q: 3 clusters Score -611612.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -611622.375000 Penalty: 4399.082031
	Iteration 85Q: 3 clusters Score -611622.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -611630.562500 Penalty: 4399.082031
	Iteration 86Q: 3 clusters Score -611630.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -611639.375000 Penalty: 4399.082031
	Iteration 87Q: 3 clusters Score -611639.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -611645.125000 Penalty: 4399.082031
	Iteration 88Q: 3 clusters Score -611645.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -611653.500000 Penalty: 4399.082031
	Iteration 89Q: 3 clusters Score -611653.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -611662.062500 Penalty: 4399.082031
	Iteration 90Q: 3 clusters Score -611662.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -611667.625000 Penalty: 4399.082031
	Iteration 91Q: 3 clusters Score -611667.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -611673.312500 Penalty: 4399.082031
	Iteration 92Q: 3 clusters Score -611673.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -611679.000000 Penalty: 4399.082031
	Iteration 93Q: 3 clusters Score -611679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -611686.437500 Penalty: 4399.082031
	Iteration 94Q: 3 clusters Score -611686.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -611692.875000 Penalty: 4399.082031
	Iteration 95Q: 3 clusters Score -611692.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -611701.500000 Penalty: 4399.082031
	Iteration 96Q: 3 clusters Score -611701.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -611708.125000 Penalty: 4399.082031
	Iteration 97Q: 3 clusters Score -611708.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -611715.562500 Penalty: 4399.082031
	Iteration 98Q: 3 clusters Score -611715.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -611725.500000 Penalty: 4399.082031
	Iteration 99Q: 3 clusters Score -611725.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -611732.312500 Penalty: 4399.082031
	Iteration 100F: 3 clusters Score -611732.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -611742.625000 Penalty: 4399.082031
	Iteration 101Q: 3 clusters Score -611742.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -611750.125000 Penalty: 4399.082031
	Iteration 102Q: 3 clusters Score -611750.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -611752.437500 Penalty: 4399.082031
	Iteration 103Q: 3 clusters Score -611752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -611754.562500 Penalty: 4399.082031
	Iteration 104Q: 3 clusters Score -611754.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -611760.187500 Penalty: 4399.082031
	Iteration 105Q: 3 clusters Score -611760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -611763.187500 Penalty: 4399.082031
	Iteration 106Q: 3 clusters Score -611763.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -611768.875000 Penalty: 4399.082031
	Iteration 107Q: 3 clusters Score -611768.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -611776.562500 Penalty: 4399.082031
	Iteration 108Q: 3 clusters Score -611776.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -611780.937500 Penalty: 4399.082031
	Iteration 109Q: 3 clusters Score -611780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -611786.875000 Penalty: 4399.082031
	Iteration 110Q: 3 clusters Score -611786.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -611790.250000 Penalty: 4399.082031
	Iteration 111Q: 3 clusters Score -611790.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -611795.625000 Penalty: 4399.082031
	Iteration 112Q: 3 clusters Score -611795.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -611800.375000 Penalty: 4399.082031
	Iteration 113Q: 3 clusters Score -611800.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -611802.500000 Penalty: 4399.082031
	Iteration 114Q: 3 clusters Score -611802.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -611806.000000 Penalty: 4399.082031
	Iteration 115Q: 3 clusters Score -611806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -611809.875000 Penalty: 4399.082031
	Iteration 116Q: 3 clusters Score -611809.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -611812.312500 Penalty: 4399.082031
	Iteration 117Q: 3 clusters Score -611812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -611816.437500 Penalty: 4399.082031
	Iteration 118Q: 3 clusters Score -611816.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -611819.875000 Penalty: 4399.082031
	Iteration 119Q: 3 clusters Score -611819.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -611824.937500 Penalty: 4399.082031
	Iteration 120F: 3 clusters Score -611824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -611826.500000 Penalty: 4399.082031
	Iteration 121Q: 3 clusters Score -611826.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -611826.000000 Penalty: 4399.082031
	Iteration 122Q: 3 clusters Score -611826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -611828.062500 Penalty: 4399.082031
	Iteration 123Q: 3 clusters Score -611828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -611830.625000 Penalty: 4399.082031
	Iteration 124Q: 3 clusters Score -611830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -611831.250000 Penalty: 4399.082031
	Iteration 125Q: 3 clusters Score -611831.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -611832.062500 Penalty: 4399.082031
	Iteration 126Q: 3 clusters Score -611832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -611833.625000 Penalty: 4399.082031
	Iteration 127Q: 3 clusters Score -611833.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -611833.187500 Penalty: 4399.082031
	Iteration 128Q: 3 clusters Score -611833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -611833.750000 Penalty: 4399.082031
	Iteration 129Q: 3 clusters Score -611833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -611833.875000 Penalty: 4399.082031
	Iteration 130Q: 3 clusters Score -611833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -611833.875000 Penalty: 4399.082031
	Iteration 131F: 3 clusters Score -611833.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Entering Unmasked Estep 
Score: -1339407.625000 Penalty: 2305.536621
	Iteration 0F: 2 clusters Score -1339408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1331174.875000 Penalty: 4611.073242
	Iteration 0F: 3 clusters Score -1331175 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1333577.625000 Penalty: 4611.073242
	Iteration 1F: 3 clusters Score -1333578 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1333888.625000 Penalty: 4611.073242
	Iteration 2F: 3 clusters Score -1333889 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1334140.500000 Penalty: 4611.073242
	Iteration 3F: 3 clusters Score -1334140 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1334405.750000 Penalty: 4611.073242
	Iteration 4Q: 3 clusters Score -1334406 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1334689.375000 Penalty: 4611.073242
	Iteration 5Q: 3 clusters Score -1334689 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1334990.000000 Penalty: 4611.073242
	Iteration 6Q: 3 clusters Score -1334990 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1335309.625000 Penalty: 4611.073242
	Iteration 7Q: 3 clusters Score -1335310 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1335633.125000 Penalty: 4611.073242
	Iteration 8Q: 3 clusters Score -1335633 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1335957.000000 Penalty: 4611.073242
	Iteration 9Q: 3 clusters Score -1335957 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1336214.375000 Penalty: 4611.073242
	Iteration 10Q: 3 clusters Score -1336214 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1336391.500000 Penalty: 4611.073242
	Iteration 11Q: 3 clusters Score -1336392 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1336549.625000 Penalty: 4611.073242
	Iteration 12Q: 3 clusters Score -1336550 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1336695.500000 Penalty: 4611.073242
	Iteration 13Q: 3 clusters Score -1336696 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1336816.000000 Penalty: 4611.073242
	Iteration 14Q: 3 clusters Score -1336816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1336911.250000 Penalty: 4611.073242
	Iteration 15Q: 3 clusters Score -1336911 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1336981.625000 Penalty: 4611.073242
	Iteration 16Q: 3 clusters Score -1336982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1337039.750000 Penalty: 4611.073242
	Iteration 17Q: 3 clusters Score -1337040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1337086.750000 Penalty: 4611.073242
	Iteration 18Q: 3 clusters Score -1337087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1337128.500000 Penalty: 4611.073242
	Iteration 19Q: 3 clusters Score -1337128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1337162.500000 Penalty: 4611.073242
	Iteration 20F: 3 clusters Score -1337162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1337205.125000 Penalty: 4611.073242
	Iteration 21Q: 3 clusters Score -1337205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1337236.000000 Penalty: 4611.073242
	Iteration 22Q: 3 clusters Score -1337236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1337265.250000 Penalty: 4611.073242
	Iteration 23Q: 3 clusters Score -1337265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1337296.750000 Penalty: 4611.073242
	Iteration 24Q: 3 clusters Score -1337297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1337305.625000 Penalty: 4611.073242
	Iteration 25Q: 3 clusters Score -1337306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1337314.375000 Penalty: 4611.073242
	Iteration 26Q: 3 clusters Score -1337314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1337318.000000 Penalty: 4611.073242
	Iteration 27Q: 3 clusters Score -1337318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1337322.625000 Penalty: 4611.073242
	Iteration 28Q: 3 clusters Score -1337323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1337330.000000 Penalty: 4611.073242
	Iteration 29Q: 3 clusters Score -1337330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1337337.625000 Penalty: 4611.073242
	Iteration 30Q: 3 clusters Score -1337338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1337336.250000 Penalty: 4611.073242
	Iteration 31Q: 3 clusters Score -1337336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1337340.625000 Penalty: 4611.073242
	Iteration 32Q: 3 clusters Score -1337341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1337341.500000 Penalty: 4611.073242
	Iteration 33Q: 3 clusters Score -1337342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1337346.125000 Penalty: 4611.073242
	Iteration 34Q: 3 clusters Score -1337346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1337346.625000 Penalty: 4611.073242
	Iteration 35Q: 3 clusters Score -1337347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1337348.875000 Penalty: 4611.073242
	Iteration 36Q: 3 clusters Score -1337349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1337348.125000 Penalty: 4611.073242
	Iteration 37Q: 3 clusters Score -1337348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1337348.125000 Penalty: 4611.073242
	Iteration 38F: 3 clusters Score -1337348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -493034.812500 Penalty: 2085.803711
	Iteration 0F: 2 clusters Score -493034.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -488880.000000 Penalty: 4171.607422
	Iteration 0F: 3 clusters Score -488880 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -489935.687500 Penalty: 4171.607422
	Iteration 1F: 3 clusters Score -489935.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -490247.156250 Penalty: 4171.607422
	Iteration 2F: 3 clusters Score -490247.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -490475.625000 Penalty: 4171.607422
	Iteration 3F: 3 clusters Score -490475.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -490670.000000 Penalty: 4171.607422
	Iteration 4F: 3 clusters Score -490670 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -490810.000000 Penalty: 4171.607422
	Iteration 5Q: 3 clusters Score -490810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -490950.687500 Penalty: 4171.607422
	Iteration 6Q: 3 clusters Score -490950.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -491062.250000 Penalty: 4171.607422
	Iteration 7Q: 3 clusters Score -491062.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -491160.937500 Penalty: 4171.607422
	Iteration 8Q: 3 clusters Score -491160.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -491243.125000 Penalty: 4171.607422
	Iteration 9Q: 3 clusters Score -491243.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -491316.156250 Penalty: 4171.607422
	Iteration 10Q: 3 clusters Score -491316.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -491375.031250 Penalty: 4171.607422
	Iteration 11Q: 3 clusters Score -491375 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -491421.468750 Penalty: 4171.607422
	Iteration 12Q: 3 clusters Score -491421.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -491454.875000 Penalty: 4171.607422
	Iteration 13Q: 3 clusters Score -491454.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -491483.781250 Penalty: 4171.607422
	Iteration 14Q: 3 clusters Score -491483.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -491504.125000 Penalty: 4171.607422
	Iteration 15Q: 3 clusters Score -491504.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -491523.875000 Penalty: 4171.607422
	Iteration 16Q: 3 clusters Score -491523.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -491543.062500 Penalty: 4171.607422
	Iteration 17Q: 3 clusters Score -491543.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -491556.000000 Penalty: 4171.607422
	Iteration 18Q: 3 clusters Score -491556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -491570.281250 Penalty: 4171.607422
	Iteration 19Q: 3 clusters Score -491570.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -491582.031250 Penalty: 4171.607422
	Iteration 20F: 3 clusters Score -491582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -491591.593750 Penalty: 4171.607422
	Iteration 21Q: 3 clusters Score -491591.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -491599.906250 Penalty: 4171.607422
	Iteration 22Q: 3 clusters Score -491599.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -491607.250000 Penalty: 4171.607422
	Iteration 23Q: 3 clusters Score -491607.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -491608.406250 Penalty: 4171.607422
	Iteration 24Q: 3 clusters Score -491608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -491611.343750 Penalty: 4171.607422
	Iteration 25Q: 3 clusters Score -491611.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -491613.625000 Penalty: 4171.607422
	Iteration 26Q: 3 clusters Score -491613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -491616.468750 Penalty: 4171.607422
	Iteration 27Q: 3 clusters Score -491616.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -491618.406250 Penalty: 4171.607422
	Iteration 28Q: 3 clusters Score -491618.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -491618.937500 Penalty: 4171.607422
	Iteration 29Q: 3 clusters Score -491618.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -491622.375000 Penalty: 4171.607422
	Iteration 30Q: 3 clusters Score -491622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -491623.093750 Penalty: 4171.607422
	Iteration 31Q: 3 clusters Score -491623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -491625.406250 Penalty: 4171.607422
	Iteration 32Q: 3 clusters Score -491625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -491627.531250 Penalty: 4171.607422
	Iteration 33Q: 3 clusters Score -491627.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -491629.875000 Penalty: 4171.607422
	Iteration 34Q: 3 clusters Score -491629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -491632.000000 Penalty: 4171.607422
	Iteration 35Q: 3 clusters Score -491632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -491631.593750 Penalty: 4171.607422
	Iteration 36Q: 3 clusters Score -491631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -491632.687500 Penalty: 4171.607422
	Iteration 37Q: 3 clusters Score -491632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -491633.156250 Penalty: 4171.607422
	Iteration 38Q: 3 clusters Score -491633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -491633.156250 Penalty: 4171.607422
	Iteration 39F: 3 clusters Score -491633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1268438.000000 Penalty: 2340.691650
	Iteration 0F: 2 clusters Score -1268438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1259192.500000 Penalty: 4681.383301
	Iteration 0F: 3 clusters Score -1259192 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1262150.875000 Penalty: 4681.383301
	Iteration 1F: 3 clusters Score -1262151 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1262778.750000 Penalty: 4681.383301
	Iteration 2F: 3 clusters Score -1262779 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1263442.875000 Penalty: 4681.383301
	Iteration 3F: 3 clusters Score -1263443 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1264015.875000 Penalty: 4681.383301
	Iteration 4F: 3 clusters Score -1264016 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1264484.000000 Penalty: 4681.383301
	Iteration 5F: 3 clusters Score -1264484 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1264860.125000 Penalty: 4681.383301
	Iteration 6F: 3 clusters Score -1264860 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1265145.000000 Penalty: 4681.383301
	Iteration 7Q: 3 clusters Score -1265145 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1265392.375000 Penalty: 4681.383301
	Iteration 8Q: 3 clusters Score -1265392 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1265587.750000 Penalty: 4681.383301
	Iteration 9Q: 3 clusters Score -1265588 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1265749.125000 Penalty: 4681.383301
	Iteration 10Q: 3 clusters Score -1265749 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1265891.375000 Penalty: 4681.383301
	Iteration 11Q: 3 clusters Score -1265891 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1266042.125000 Penalty: 4681.383301
	Iteration 12Q: 3 clusters Score -1266042 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1266158.375000 Penalty: 4681.383301
	Iteration 13Q: 3 clusters Score -1266158 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1266254.750000 Penalty: 4681.383301
	Iteration 14Q: 3 clusters Score -1266255 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1266323.875000 Penalty: 4681.383301
	Iteration 15Q: 3 clusters Score -1266324 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1266377.875000 Penalty: 4681.383301
	Iteration 16Q: 3 clusters Score -1266378 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1266416.250000 Penalty: 4681.383301
	Iteration 17Q: 3 clusters Score -1266416 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1266440.250000 Penalty: 4681.383301
	Iteration 18Q: 3 clusters Score -1266440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1266462.625000 Penalty: 4681.383301
	Iteration 19Q: 3 clusters Score -1266463 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1266487.250000 Penalty: 4681.383301
	Iteration 20F: 3 clusters Score -1266487 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1266510.125000 Penalty: 4681.383301
	Iteration 21Q: 3 clusters Score -1266510 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1266523.875000 Penalty: 4681.383301
	Iteration 22Q: 3 clusters Score -1266524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1266540.000000 Penalty: 4681.383301
	Iteration 23Q: 3 clusters Score -1266540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1266556.625000 Penalty: 4681.383301
	Iteration 24Q: 3 clusters Score -1266557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1266564.125000 Penalty: 4681.383301
	Iteration 25Q: 3 clusters Score -1266564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1266574.250000 Penalty: 4681.383301
	Iteration 26Q: 3 clusters Score -1266574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1266585.750000 Penalty: 4681.383301
	Iteration 27Q: 3 clusters Score -1266586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1266593.500000 Penalty: 4681.383301
	Iteration 28Q: 3 clusters Score -1266594 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1266605.750000 Penalty: 4681.383301
	Iteration 29Q: 3 clusters Score -1266606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1266618.625000 Penalty: 4681.383301
	Iteration 30Q: 3 clusters Score -1266619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1266633.750000 Penalty: 4681.383301
	Iteration 31Q: 3 clusters Score -1266634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1266647.125000 Penalty: 4681.383301
	Iteration 32Q: 3 clusters Score -1266647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1266655.250000 Penalty: 4681.383301
	Iteration 33Q: 3 clusters Score -1266655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1266669 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1266682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1266696.625000 Penalty: 4681.383301
	Iteration 36Q: 3 clusters Score -1266697 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1266705.125000 Penalty: 4681.383301
	Iteration 37Q: 3 clusters Score -1266705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1266712.250000 Penalty: 4681.383301
	Iteration 38Q: 3 clusters Score -1266712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1266717.000000 Penalty: 4681.383301
	Iteration 39Q: 3 clusters Score -1266717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1266717.750000 Penalty: 4681.383301
	Iteration 40F: 3 clusters Score -1266718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1266729.500000 Penalty: 4681.383301
	Iteration 41Q: 3 clusters Score -1266730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1266730.750000 Penalty: 4681.383301
	Iteration 42Q: 3 clusters Score -1266731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1266737.625000 Penalty: 4681.383301
	Iteration 43Q: 3 clusters Score -1266738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1266739.000000 Penalty: 4681.383301
	Iteration 44Q: 3 clusters Score -1266739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1266744.875000 Penalty: 4681.383301
	Iteration 45Q: 3 clusters Score -1266745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1266751.875000 Penalty: 4681.383301
	Iteration 46Q: 3 clusters Score -1266752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1266760.750000 Penalty: 4681.383301
	Iteration 47Q: 3 clusters Score -1266761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1266766.250000 Penalty: 4681.383301
	Iteration 48Q: 3 clusters Score -1266766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1266766.750000 Penalty: 4681.383301
	Iteration 49Q: 3 clusters Score -1266767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1266770.625000 Penalty: 4681.383301
	Iteration 50Q: 3 clusters Score -1266771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1266772.000000 Penalty: 4681.383301
	Iteration 51Q: 3 clusters Score -1266772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1266781.125000 Penalty: 4681.383301
	Iteration 52Q: 3 clusters Score -1266781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1266784.875000 Penalty: 4681.383301
	Iteration 53Q: 3 clusters Score -1266785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1266786.500000 Penalty: 4681.383301
	Iteration 54Q: 3 clusters Score -1266786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1266792.750000 Penalty: 4681.383301
	Iteration 55Q: 3 clusters Score -1266793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1266796.875000 Penalty: 4681.383301
	Iteration 56Q: 3 clusters Score -1266797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1266796.000000 Penalty: 4681.383301
	Iteration 57Q: 3 clusters Score -1266796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1266800.125000 Penalty: 4681.383301
	Iteration 58Q: 3 clusters Score -1266800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1266802.750000 Penalty: 4681.383301
	Iteration 59Q: 3 clusters Score -1266803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1266804.625000 Penalty: 4681.383301
	Iteration 60F: 3 clusters Score -1266805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1266804.250000 Penalty: 4681.383301
	Iteration 61Q: 3 clusters Score -1266804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1266807.125000 Penalty: 4681.383301
	Iteration 62Q: 3 clusters Score -1266807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1266806.750000 Penalty: 4681.383301
	Iteration 63Q: 3 clusters Score -1266807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1266808.500000 Penalty: 4681.383301
	Iteration 64Q: 3 clusters Score -1266808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1266809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1266808.500000 Penalty: 4681.383301
	Iteration 66Q: 3 clusters Score -1266808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1266807.375000 Penalty: 4681.383301
	Iteration 67Q: 3 clusters Score -1266807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1266807.625000 Penalty: 4681.383301
	Iteration 68Q: 3 clusters Score -1266808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1266805 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1266809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1266811.375000 Penalty: 4681.383301
	Iteration 71Q: 3 clusters Score -1266811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1266814.375000 Penalty: 4681.383301
	Iteration 72Q: 3 clusters Score -1266814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1266812.625000 Penalty: 4681.383301
	Iteration 73Q: 3 clusters Score -1266813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1266815.000000 Penalty: 4681.383301
	Iteration 74Q: 3 clusters Score -1266815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1266818.625000 Penalty: 4681.383301
	Iteration 75Q: 3 clusters Score -1266819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1266820.500000 Penalty: 4681.383301
	Iteration 76Q: 3 clusters Score -1266820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1266824.000000 Penalty: 4681.383301
	Iteration 77Q: 3 clusters Score -1266824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1266827.000000 Penalty: 4681.383301
	Iteration 78Q: 3 clusters Score -1266827 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1266830.875000 Penalty: 4681.383301
	Iteration 79Q: 3 clusters Score -1266831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1266830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1266836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1266835.500000 Penalty: 4681.383301
	Iteration 82Q: 3 clusters Score -1266836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1266840.375000 Penalty: 4681.383301
	Iteration 83Q: 3 clusters Score -1266840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1266839.750000 Penalty: 4681.383301
	Iteration 84Q: 3 clusters Score -1266840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1266844.250000 Penalty: 4681.383301
	Iteration 85Q: 3 clusters Score -1266844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1266847.625000 Penalty: 4681.383301
	Iteration 86Q: 3 clusters Score -1266848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1266850.250000 Penalty: 4681.383301
	Iteration 87Q: 3 clusters Score -1266850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1266849.375000 Penalty: 4681.383301
	Iteration 88Q: 3 clusters Score -1266849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1266851.625000 Penalty: 4681.383301
	Iteration 89Q: 3 clusters Score -1266852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1266850.625000 Penalty: 4681.383301
	Iteration 90Q: 3 clusters Score -1266851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1266853.000000 Penalty: 4681.383301
	Iteration 91Q: 3 clusters Score -1266853 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1266854.250000 Penalty: 4681.383301
	Iteration 92Q: 3 clusters Score -1266854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1266859.375000 Penalty: 4681.383301
	Iteration 93Q: 3 clusters Score -1266859 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1266863.500000 Penalty: 4681.383301
	Iteration 94Q: 3 clusters Score -1266864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1266863.750000 Penalty: 4681.383301
	Iteration 95Q: 3 clusters Score -1266864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1266864.250000 Penalty: 4681.383301
	Iteration 96Q: 3 clusters Score -1266864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1266866.875000 Penalty: 4681.383301
	Iteration 97Q: 3 clusters Score -1266867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1266870.000000 Penalty: 4681.383301
	Iteration 98Q: 3 clusters Score -1266870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1266877.000000 Penalty: 4681.383301
	Iteration 99Q: 3 clusters Score -1266877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1266877.750000 Penalty: 4681.383301
	Iteration 100F: 3 clusters Score -1266878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1266882.250000 Penalty: 4681.383301
	Iteration 101Q: 3 clusters Score -1266882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1266886.500000 Penalty: 4681.383301
	Iteration 102Q: 3 clusters Score -1266886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1266897.750000 Penalty: 4681.383301
	Iteration 103Q: 3 clusters Score -1266898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1266902.875000 Penalty: 4681.383301
	Iteration 104Q: 3 clusters Score -1266903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1266908.125000 Penalty: 4681.383301
	Iteration 105Q: 3 clusters Score -1266908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1266918.875000 Penalty: 4681.383301
	Iteration 106Q: 3 clusters Score -1266919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1266922.375000 Penalty: 4681.383301
	Iteration 107Q: 3 clusters Score -1266922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1266923.125000 Penalty: 4681.383301
	Iteration 108Q: 3 clusters Score -1266923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1266931.125000 Penalty: 4681.383301
	Iteration 109Q: 3 clusters Score -1266931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1266938.125000 Penalty: 4681.383301
	Iteration 110Q: 3 clusters Score -1266938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1266944.125000 Penalty: 4681.383301
	Iteration 111Q: 3 clusters Score -1266944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1266947.750000 Penalty: 4681.383301
	Iteration 112Q: 3 clusters Score -1266948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1266949.625000 Penalty: 4681.383301
	Iteration 113Q: 3 clusters Score -1266950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1266962.625000 Penalty: 4681.383301
	Iteration 114Q: 3 clusters Score -1266963 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1266969.250000 Penalty: 4681.383301
	Iteration 115Q: 3 clusters Score -1266969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1266972.000000 Penalty: 4681.383301
	Iteration 116Q: 3 clusters Score -1266972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1266978.375000 Penalty: 4681.383301
	Iteration 117Q: 3 clusters Score -1266978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1266979.250000 Penalty: 4681.383301
	Iteration 118Q: 3 clusters Score -1266979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1266984.000000 Penalty: 4681.383301
	Iteration 119Q: 3 clusters Score -1266984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1266989.750000 Penalty: 4681.383301
	Iteration 120F: 3 clusters Score -1266990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1267002.625000 Penalty: 4681.383301
	Iteration 121Q: 3 clusters Score -1267003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1267006.000000 Penalty: 4681.383301
	Iteration 122Q: 3 clusters Score -1267006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1267017.500000 Penalty: 4681.383301
	Iteration 123Q: 3 clusters Score -1267018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1267026.125000 Penalty: 4681.383301
	Iteration 124Q: 3 clusters Score -1267026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1267035.750000 Penalty: 4681.383301
	Iteration 125Q: 3 clusters Score -1267036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1267049.500000 Penalty: 4681.383301
	Iteration 126Q: 3 clusters Score -1267050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1267062.375000 Penalty: 4681.383301
	Iteration 127Q: 3 clusters Score -1267062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1267072.000000 Penalty: 4681.383301
	Iteration 128Q: 3 clusters Score -1267072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1267085.125000 Penalty: 4681.383301
	Iteration 129Q: 3 clusters Score -1267085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1267099.750000 Penalty: 4681.383301
	Iteration 130Q: 3 clusters Score -1267100 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1267114.625000 Penalty: 4681.383301
	Iteration 131Q: 3 clusters Score -1267115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1267126.250000 Penalty: 4681.383301
	Iteration 132Q: 3 clusters Score -1267126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1267136.500000 Penalty: 4681.383301
	Iteration 133Q: 3 clusters Score -1267136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1267144.625000 Penalty: 4681.383301
	Iteration 134Q: 3 clusters Score -1267145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1267152.000000 Penalty: 4681.383301
	Iteration 135Q: 3 clusters Score -1267152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1267154.250000 Penalty: 4681.383301
	Iteration 136Q: 3 clusters Score -1267154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1267155.875000 Penalty: 4681.383301
	Iteration 137Q: 3 clusters Score -1267156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1267157.500000 Penalty: 4681.383301
	Iteration 138Q: 3 clusters Score -1267158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1267161.750000 Penalty: 4681.383301
	Iteration 139Q: 3 clusters Score -1267162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1267161.875000 Penalty: 4681.383301
	Iteration 140F: 3 clusters Score -1267162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1267162.125000 Penalty: 4681.383301
	Iteration 141Q: 3 clusters Score -1267162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1267162.500000 Penalty: 4681.383301
	Iteration 142Q: 3 clusters Score -1267162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1267161.500000 Penalty: 4681.383301
	Iteration 143Q: 3 clusters Score -1267162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1267161.750000 Penalty: 4681.383301
	Iteration 144Q: 3 clusters Score -1267162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1267166.125000 Penalty: 4681.383301
	Iteration 145Q: 3 clusters Score -1267166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1267166.125000 Penalty: 4681.383301
	Iteration 146F: 3 clusters Score -1267166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Entering Unmasked Estep 
Score: -1001638.125000 Penalty: 2239.414307
	Iteration 0F: 2 clusters Score -1001638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -994971.500000 Penalty: 4478.828613
	Iteration 0F: 3 clusters Score -994971.5 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -996790.687500 Penalty: 4478.828613
	Iteration 1F: 3 clusters Score -996790.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -997119.312500 Penalty: 4478.828613
	Iteration 2F: 3 clusters Score -997119.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -997395.437500 Penalty: 4478.828613
	Iteration 3F: 3 clusters Score -997395.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -997680.875000 Penalty: 4478.828613
	Iteration 4F: 3 clusters Score -997680.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -998015.312500 Penalty: 4478.828613
	Iteration 5F: 3 clusters Score -998015.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -998335.062500 Penalty: 4478.828613
	Iteration 6F: 3 clusters Score -998335.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -998634.687500 Penalty: 4478.828613
	Iteration 7F: 3 clusters Score -998634.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -998894.937500 Penalty: 4478.828613
	Iteration 8Q: 3 clusters Score -998894.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -999062.937500 Penalty: 4478.828613
	Iteration 9Q: 3 clusters Score -999062.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -999181.812500 Penalty: 4478.828613
	Iteration 10Q: 3 clusters Score -999181.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -999257.500000 Penalty: 4478.828613
	Iteration 11Q: 3 clusters Score -999257.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -999312.187500 Penalty: 4478.828613
	Iteration 12Q: 3 clusters Score -999312.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -999361.750000 Penalty: 4478.828613
	Iteration 13Q: 3 clusters Score -999361.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -999394.500000 Penalty: 4478.828613
	Iteration 14Q: 3 clusters Score -999394.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -999433.375000 Penalty: 4478.828613
	Iteration 15Q: 3 clusters Score -999433.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -999471.937500 Penalty: 4478.828613
	Iteration 16Q: 3 clusters Score -999471.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -999527.875000 Penalty: 4478.828613
	Iteration 17Q: 3 clusters Score -999527.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -999578.812500 Penalty: 4478.828613
	Iteration 18Q: 3 clusters Score -999578.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -999612.812500 Penalty: 4478.828613
	Iteration 19Q: 3 clusters Score -999612.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -999638.187500 Penalty: 4478.828613
	Iteration 20F: 3 clusters Score -999638.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -999654.125000 Penalty: 4478.828613
	Iteration 21Q: 3 clusters Score -999654.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -999664.937500 Penalty: 4478.828613
	Iteration 22Q: 3 clusters Score -999664.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -999673.937500 Penalty: 4478.828613
	Iteration 23Q: 3 clusters Score -999673.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -999682.312500 Penalty: 4478.828613
	Iteration 24Q: 3 clusters Score -999682.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -999687.937500 Penalty: 4478.828613
	Iteration 25Q: 3 clusters Score -999687.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -999691.687500 Penalty: 4478.828613
	Iteration 26Q: 3 clusters Score -999691.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -999697.062500 Penalty: 4478.828613
	Iteration 27Q: 3 clusters Score -999697.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -999703.000000 Penalty: 4478.828613
	Iteration 28Q: 3 clusters Score -999703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -999707.812500 Penalty: 4478.828613
	Iteration 29Q: 3 clusters Score -999707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -999711.312500 Penalty: 4478.828613
	Iteration 30Q: 3 clusters Score -999711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -999713.437500 Penalty: 4478.828613
	Iteration 31Q: 3 clusters Score -999713.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -999714.437500 Penalty: 4478.828613
	Iteration 32Q: 3 clusters Score -999714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -999720.500000 Penalty: 4478.828613
	Iteration 33Q: 3 clusters Score -999720.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -999723.500000 Penalty: 4478.828613
	Iteration 34Q: 3 clusters Score -999723.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -999727.812500 Penalty: 4478.828613
	Iteration 35Q: 3 clusters Score -999727.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -999734.187500 Penalty: 4478.828613
	Iteration 36Q: 3 clusters Score -999734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -999737.687500 Penalty: 4478.828613
	Iteration 37Q: 3 clusters Score -999737.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -999739.625000 Penalty: 4478.828613
	Iteration 38Q: 3 clusters Score -999739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -999742.375000 Penalty: 4478.828613
	Iteration 39Q: 3 clusters Score -999742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -999743.750000 Penalty: 4478.828613
	Iteration 40F: 3 clusters Score -999743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -999744.062500 Penalty: 4478.828613
	Iteration 41Q: 3 clusters Score -999744.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -999743.562500 Penalty: 4478.828613
	Iteration 42Q: 3 clusters Score -999743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -999744.937500 Penalty: 4478.828613
	Iteration 43Q: 3 clusters Score -999744.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -999744.937500 Penalty: 4478.828613
	Iteration 44F: 3 clusters Score -999744.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Entering Unmasked Estep 
Score: -2836053.000000 Penalty: 2518.060059
	Iteration 0F: 2 clusters Score -2836053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2818332.000000 Penalty: 5036.120117
	Iteration 0F: 3 clusters Score -2818332 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2824901.000000 Penalty: 5036.120117
	Iteration 1F: 3 clusters Score -2824901 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2825757.750000 Penalty: 5036.120117
	Iteration 2F: 3 clusters Score -2825758 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2826617.250000 Penalty: 5036.120117
	Iteration 3F: 3 clusters Score -2826617 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2827481.000000 Penalty: 5036.120117
	Iteration 4F: 3 clusters Score -2827481 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2828269.250000 Penalty: 5036.120117
	Iteration 5F: 3 clusters Score -2828269 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2829044.500000 Penalty: 5036.120117
	Iteration 6F: 3 clusters Score -2829044 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2829685.500000 Penalty: 5036.120117
	Iteration 7Q: 3 clusters Score -2829686 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2830259.500000 Penalty: 5036.120117
	Iteration 8Q: 3 clusters Score -2830260 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2830810.750000 Penalty: 5036.120117
	Iteration 9Q: 3 clusters Score -2830811 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2831337.250000 Penalty: 5036.120117
	Iteration 10Q: 3 clusters Score -2831337 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2831818.500000 Penalty: 5036.120117
	Iteration 11Q: 3 clusters Score -2831818 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2832182.250000 Penalty: 5036.120117
	Iteration 12Q: 3 clusters Score -2832182 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2832501.750000 Penalty: 5036.120117
	Iteration 13Q: 3 clusters Score -2832502 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2832773.750000 Penalty: 5036.120117
	Iteration 14Q: 3 clusters Score -2832774 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2832978.750000 Penalty: 5036.120117
	Iteration 15Q: 3 clusters Score -2832979 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2833201.000000 Penalty: 5036.120117
	Iteration 16Q: 3 clusters Score -2833201 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2833391.500000 Penalty: 5036.120117
	Iteration 17Q: 3 clusters Score -2833392 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2833607.250000 Penalty: 5036.120117
	Iteration 18Q: 3 clusters Score -2833607 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2833813.750000 Penalty: 5036.120117
	Iteration 19Q: 3 clusters Score -2833814 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2834004.000000 Penalty: 5036.120117
	Iteration 20F: 3 clusters Score -2834004 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2834167.000000 Penalty: 5036.120117
	Iteration 21Q: 3 clusters Score -2834167 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2834318.500000 Penalty: 5036.120117
	Iteration 22Q: 3 clusters Score -2834318 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2834409.500000 Penalty: 5036.120117
	Iteration 23Q: 3 clusters Score -2834410 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2834459.000000 Penalty: 5036.120117
	Iteration 24Q: 3 clusters Score -2834459 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2834501.500000 Penalty: 5036.120117
	Iteration 25Q: 3 clusters Score -2834502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2834536.500000 Penalty: 5036.120117
	Iteration 26Q: 3 clusters Score -2834536 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2834580.750000 Penalty: 5036.120117
	Iteration 27Q: 3 clusters Score -2834581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2834611.750000 Penalty: 5036.120117
	Iteration 28Q: 3 clusters Score -2834612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2834621.000000 Penalty: 5036.120117
	Iteration 29Q: 3 clusters Score -2834621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2834646.250000 Penalty: 5036.120117
	Iteration 30Q: 3 clusters Score -2834646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2834656.500000 Penalty: 5036.120117
	Iteration 31Q: 3 clusters Score -2834656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2834661.250000 Penalty: 5036.120117
	Iteration 32Q: 3 clusters Score -2834661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2834663.250000 Penalty: 5036.120117
	Iteration 33Q: 3 clusters Score -2834663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2834662.250000 Penalty: 5036.120117
	Iteration 34Q: 3 clusters Score -2834662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2834669.000000 Penalty: 5036.120117
	Iteration 35Q: 3 clusters Score -2834669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2834671.500000 Penalty: 5036.120117
	Iteration 36Q: 3 clusters Score -2834672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2834675.250000 Penalty: 5036.120117
	Iteration 37Q: 3 clusters Score -2834675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2834672.750000 Penalty: 5036.120117
	Iteration 38Q: 3 clusters Score -2834673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2834673.750000 Penalty: 5036.120117
	Iteration 39Q: 3 clusters Score -2834674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2834677.250000 Penalty: 5036.120117
	Iteration 40F: 3 clusters Score -2834677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2834679.250000 Penalty: 5036.120117
	Iteration 41Q: 3 clusters Score -2834679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2834679.250000 Penalty: 5036.120117
	Iteration 42F: 3 clusters Score -2834679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Entering Unmasked Estep 
Score: -2989111.750000 Penalty: 2530.986328
	Iteration 0F: 2 clusters Score -2989112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2970441.000000 Penalty: 5061.972656
	Iteration 0F: 3 clusters Score -2970441 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2977362.000000 Penalty: 5061.972656
	Iteration 1F: 3 clusters Score -2977362 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2978289.000000 Penalty: 5061.972656
	Iteration 2F: 3 clusters Score -2978289 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2979346.500000 Penalty: 5061.972656
	Iteration 3F: 3 clusters Score -2979346 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2980464.000000 Penalty: 5061.972656
	Iteration 4F: 3 clusters Score -2980464 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2981580.500000 Penalty: 5061.972656
	Iteration 5F: 3 clusters Score -2981580 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2982587.000000 Penalty: 5061.972656
	Iteration 6F: 3 clusters Score -2982587 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2983411.500000 Penalty: 5061.972656
	Iteration 7F: 3 clusters Score -2983412 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2984114.000000 Penalty: 5061.972656
	Iteration 8Q: 3 clusters Score -2984114 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2984761.000000 Penalty: 5061.972656
	Iteration 9Q: 3 clusters Score -2984761 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2985261.750000 Penalty: 5061.972656
	Iteration 10Q: 3 clusters Score -2985262 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2985644.750000 Penalty: 5061.972656
	Iteration 11Q: 3 clusters Score -2985645 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2985938.750000 Penalty: 5061.972656
	Iteration 12Q: 3 clusters Score -2985939 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2986190.250000 Penalty: 5061.972656
	Iteration 13Q: 3 clusters Score -2986190 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2986386.250000 Penalty: 5061.972656
	Iteration 14Q: 3 clusters Score -2986386 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2986574.250000 Penalty: 5061.972656
	Iteration 15Q: 3 clusters Score -2986574 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2986741.500000 Penalty: 5061.972656
	Iteration 16Q: 3 clusters Score -2986742 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2986889.500000 Penalty: 5061.972656
	Iteration 17Q: 3 clusters Score -2986890 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2987019.750000 Penalty: 5061.972656
	Iteration 18Q: 3 clusters Score -2987020 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2987131.750000 Penalty: 5061.972656
	Iteration 19Q: 3 clusters Score -2987132 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -2987254.250000 Penalty: 5061.972656
	Iteration 20F: 3 clusters Score -2987254 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2987348.000000 Penalty: 5061.972656
	Iteration 21Q: 3 clusters Score -2987348 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -2987413.750000 Penalty: 5061.972656
	Iteration 22Q: 3 clusters Score -2987414 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2987491.250000 Penalty: 5061.972656
	Iteration 23Q: 3 clusters Score -2987491 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2987538.250000 Penalty: 5061.972656
	Iteration 24Q: 3 clusters Score -2987538 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -2987609.500000 Penalty: 5061.972656
	Iteration 25Q: 3 clusters Score -2987610 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -2987644.250000 Penalty: 5061.972656
	Iteration 26Q: 3 clusters Score -2987644 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2987669.000000 Penalty: 5061.972656
	Iteration 27Q: 3 clusters Score -2987669 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2987687.250000 Penalty: 5061.972656
	Iteration 28Q: 3 clusters Score -2987687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -2987713.250000 Penalty: 5061.972656
	Iteration 29Q: 3 clusters Score -2987713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2987723.500000 Penalty: 5061.972656
	Iteration 30Q: 3 clusters Score -2987724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -2987730.750000 Penalty: 5061.972656
	Iteration 31Q: 3 clusters Score -2987731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2987750.750000 Penalty: 5061.972656
	Iteration 32Q: 3 clusters Score -2987751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -2987747.750000 Penalty: 5061.972656
	Iteration 33Q: 3 clusters Score -2987748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -2987754.250000 Penalty: 5061.972656
	Iteration 34Q: 3 clusters Score -2987754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2987754.750000 Penalty: 5061.972656
	Iteration 35Q: 3 clusters Score -2987755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2987757.500000 Penalty: 5061.972656
	Iteration 36Q: 3 clusters Score -2987758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -2987761.000000 Penalty: 5061.972656
	Iteration 37Q: 3 clusters Score -2987761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -2987761.250000 Penalty: 5061.972656
	Iteration 38Q: 3 clusters Score -2987761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2987769.500000 Penalty: 5061.972656
	Iteration 39Q: 3 clusters Score -2987770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2987774.250000 Penalty: 5061.972656
	Iteration 40F: 3 clusters Score -2987774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2987786.500000 Penalty: 5061.972656
	Iteration 41Q: 3 clusters Score -2987786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -2987793.500000 Penalty: 5061.972656
	Iteration 42Q: 3 clusters Score -2987794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -2987803.750000 Penalty: 5061.972656
	Iteration 43Q: 3 clusters Score -2987804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -2987809.750000 Penalty: 5061.972656
	Iteration 44Q: 3 clusters Score -2987810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -2987812.250000 Penalty: 5061.972656
	Iteration 45Q: 3 clusters Score -2987812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -2987827.000000 Penalty: 5061.972656
	Iteration 46Q: 3 clusters Score -2987827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2987821.750000 Penalty: 5061.972656
	Iteration 47Q: 3 clusters Score -2987822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2987815.750000 Penalty: 5061.972656
	Iteration 48Q: 3 clusters Score -2987816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -2987821.750000 Penalty: 5061.972656
	Iteration 49Q: 3 clusters Score -2987822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -2987828.750000 Penalty: 5061.972656
	Iteration 50Q: 3 clusters Score -2987829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2987828.750000 Penalty: 5061.972656
	Iteration 51Q: 3 clusters Score -2987829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -2987840.750000 Penalty: 5061.972656
	Iteration 52Q: 3 clusters Score -2987841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -2987843.000000 Penalty: 5061.972656
	Iteration 53Q: 3 clusters Score -2987843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2987851.000000 Penalty: 5061.972656
	Iteration 54Q: 3 clusters Score -2987851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2987855.250000 Penalty: 5061.972656
	Iteration 55Q: 3 clusters Score -2987855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -2987863.500000 Penalty: 5061.972656
	Iteration 56Q: 3 clusters Score -2987864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -2987861.500000 Penalty: 5061.972656
	Iteration 57Q: 3 clusters Score -2987862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -2987877.500000 Penalty: 5061.972656
	Iteration 58Q: 3 clusters Score -2987878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -2987881.500000 Penalty: 5061.972656
	Iteration 59Q: 3 clusters Score -2987882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -2987881.250000 Penalty: 5061.972656
	Iteration 60F: 3 clusters Score -2987881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2987883.000000 Penalty: 5061.972656
	Iteration 61Q: 3 clusters Score -2987883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -2987887.000000 Penalty: 5061.972656
	Iteration 62Q: 3 clusters Score -2987887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2987893.000000 Penalty: 5061.972656
	Iteration 63Q: 3 clusters Score -2987893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -2987891.750000 Penalty: 5061.972656
	Iteration 64Q: 3 clusters Score -2987892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -2987898.250000 Penalty: 5061.972656
	Iteration 65Q: 3 clusters Score -2987898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -2987901.250000 Penalty: 5061.972656
	Iteration 66Q: 3 clusters Score -2987901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2987901.500000 Penalty: 5061.972656
	Iteration 67Q: 3 clusters Score -2987902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2987903.250000 Penalty: 5061.972656
	Iteration 68Q: 3 clusters Score -2987903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -2987906.750000 Penalty: 5061.972656
	Iteration 69Q: 3 clusters Score -2987907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -2987906.250000 Penalty: 5061.972656
	Iteration 70Q: 3 clusters Score -2987906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -2987906.500000 Penalty: 5061.972656
	Iteration 71Q: 3 clusters Score -2987906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -2987907.000000 Penalty: 5061.972656
	Iteration 72Q: 3 clusters Score -2987907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -2987909.250000 Penalty: 5061.972656
	Iteration 73Q: 3 clusters Score -2987909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2987906.750000 Penalty: 5061.972656
	Iteration 74Q: 3 clusters Score -2987907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -2987910.250000 Penalty: 5061.972656
	Iteration 75Q: 3 clusters Score -2987910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -2987907.000000 Penalty: 5061.972656
	Iteration 76Q: 3 clusters Score -2987907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -2987907.000000 Penalty: 5061.972656
	Iteration 77F: 3 clusters Score -2987907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Entering Unmasked Estep 
Score: -749152.062500 Penalty: 2167.206299
	Iteration 0F: 2 clusters Score -749152.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -743844.000000 Penalty: 4334.412598
	Iteration 0F: 3 clusters Score -743844 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -745188.187500 Penalty: 4334.412598
	Iteration 1F: 3 clusters Score -745188.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -745430.875000 Penalty: 4334.412598
	Iteration 2F: 3 clusters Score -745430.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -745570.250000 Penalty: 4334.412598
	Iteration 3Q: 3 clusters Score -745570.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -745673.437500 Penalty: 4334.412598
	Iteration 4Q: 3 clusters Score -745673.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -745768.625000 Penalty: 4334.412598
	Iteration 5Q: 3 clusters Score -745768.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -745847.312500 Penalty: 4334.412598
	Iteration 6Q: 3 clusters Score -745847.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -745912.500000 Penalty: 4334.412598
	Iteration 7Q: 3 clusters Score -745912.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -745982.375000 Penalty: 4334.412598
	Iteration 8Q: 3 clusters Score -745982.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -746049.187500 Penalty: 4334.412598
	Iteration 9Q: 3 clusters Score -746049.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -746125.000000 Penalty: 4334.412598
	Iteration 10Q: 3 clusters Score -746125 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -746206.375000 Penalty: 4334.412598
	Iteration 11Q: 3 clusters Score -746206.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -746305.562500 Penalty: 4334.412598
	Iteration 12Q: 3 clusters Score -746305.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -746430.687500 Penalty: 4334.412598
	Iteration 13Q: 3 clusters Score -746430.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -746570.312500 Penalty: 4334.412598
	Iteration 14Q: 3 clusters Score -746570.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -746693.125000 Penalty: 4334.412598
	Iteration 15Q: 3 clusters Score -746693.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -746804.125000 Penalty: 4334.412598
	Iteration 16Q: 3 clusters Score -746804.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -746891.750000 Penalty: 4334.412598
	Iteration 17Q: 3 clusters Score -746891.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -746972.937500 Penalty: 4334.412598
	Iteration 18Q: 3 clusters Score -746972.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -747047.875000 Penalty: 4334.412598
	Iteration 19Q: 3 clusters Score -747047.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -747098.000000 Penalty: 4334.412598
	Iteration 20F: 3 clusters Score -747098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -747132.687500 Penalty: 4334.412598
	Iteration 21Q: 3 clusters Score -747132.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -747156.312500 Penalty: 4334.412598
	Iteration 22Q: 3 clusters Score -747156.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -747173.375000 Penalty: 4334.412598
	Iteration 23Q: 3 clusters Score -747173.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -747195.062500 Penalty: 4334.412598
	Iteration 24Q: 3 clusters Score -747195.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -747209.937500 Penalty: 4334.412598
	Iteration 25Q: 3 clusters Score -747209.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -747223.437500 Penalty: 4334.412598
	Iteration 26Q: 3 clusters Score -747223.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -747234.000000 Penalty: 4334.412598
	Iteration 27Q: 3 clusters Score -747234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -747242.437500 Penalty: 4334.412598
	Iteration 28Q: 3 clusters Score -747242.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -747249.625000 Penalty: 4334.412598
	Iteration 29Q: 3 clusters Score -747249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -747251.625000 Penalty: 4334.412598
	Iteration 30Q: 3 clusters Score -747251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -747254.750000 Penalty: 4334.412598
	Iteration 31Q: 3 clusters Score -747254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -747255.812500 Penalty: 4334.412598
	Iteration 32Q: 3 clusters Score -747255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -747255.812500 Penalty: 4334.412598
	Iteration 33Q: 3 clusters Score -747255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -747255.500000 Penalty: 4334.412598
	Iteration 34Q: 3 clusters Score -747255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -747256.437500 Penalty: 4334.412598
	Iteration 35Q: 3 clusters Score -747256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -747257.812500 Penalty: 4334.412598
	Iteration 36Q: 3 clusters Score -747257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -747259.500000 Penalty: 4334.412598
	Iteration 37Q: 3 clusters Score -747259.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -747262.437500 Penalty: 4334.412598
	Iteration 38Q: 3 clusters Score -747262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -747263.125000 Penalty: 4334.412598
	Iteration 39Q: 3 clusters Score -747263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -747264.250000 Penalty: 4334.412598
	Iteration 40F: 3 clusters Score -747264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -747263.937500 Penalty: 4334.412598
	Iteration 41Q: 3 clusters Score -747263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -747265.500000 Penalty: 4334.412598
	Iteration 42Q: 3 clusters Score -747265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -747266.062500 Penalty: 4334.412598
	Iteration 43Q: 3 clusters Score -747266.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -747266.500000 Penalty: 4334.412598
	Iteration 44Q: 3 clusters Score -747266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -747269.687500 Penalty: 4334.412598
	Iteration 45Q: 3 clusters Score -747269.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -747268.812500 Penalty: 4334.412598
	Iteration 46Q: 3 clusters Score -747268.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -747268.812500 Penalty: 4334.412598
	Iteration 47F: 3 clusters Score -747268.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -623739.562500 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -623739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -618917.500000 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -618917.5 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -620203.125000 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -620203.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -620506.437500 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -620506.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -620755.687500 Penalty: 4281.270020
	Iteration 3F: 3 clusters Score -620755.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -620982.000000 Penalty: 4281.270020
	Iteration 4F: 3 clusters Score -620982 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -621195.125000 Penalty: 4281.270020
	Iteration 5Q: 3 clusters Score -621195.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -621377.312500 Penalty: 4281.270020
	Iteration 6Q: 3 clusters Score -621377.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -621529.312500 Penalty: 4281.270020
	Iteration 7Q: 3 clusters Score -621529.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -621641.125000 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -621641.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -621727.312500 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -621727.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -621784.437500 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -621784.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -621832.812500 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -621832.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -621865.750000 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -621865.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -621896.062500 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -621896.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -621921.625000 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -621921.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -621940.937500 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -621940.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -621961.187500 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -621961.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -621974.250000 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -621974.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -621985.250000 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -621985.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -621996.750000 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -621996.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -622005.875000 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -622005.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -622011.937500 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -622011.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -622018.125000 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -622018.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -622023.125000 Penalty: 4281.270020
	Iteration 23Q: 3 clusters Score -622023.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -622025.500000 Penalty: 4281.270020
	Iteration 24Q: 3 clusters Score -622025.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -622027.062500 Penalty: 4281.270020
	Iteration 25Q: 3 clusters Score -622027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -622027.375000 Penalty: 4281.270020
	Iteration 26Q: 3 clusters Score -622027.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -622028.437500 Penalty: 4281.270020
	Iteration 27Q: 3 clusters Score -622028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -622029.750000 Penalty: 4281.270020
	Iteration 28Q: 3 clusters Score -622029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -622029.125000 Penalty: 4281.270020
	Iteration 29Q: 3 clusters Score -622029.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -622030.062500 Penalty: 4281.270020
	Iteration 30Q: 3 clusters Score -622030.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -622030.437500 Penalty: 4281.270020
	Iteration 31Q: 3 clusters Score -622030.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -622030.437500 Penalty: 4281.270020
	Iteration 32F: 3 clusters Score -622030.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Entering Unmasked Estep 
Score: -1656757.375000 Penalty: 2363.663330
	Iteration 0F: 2 clusters Score -1656757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1646656.250000 Penalty: 4727.326660
	Iteration 0F: 3 clusters Score -1646656 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1649936.250000 Penalty: 4727.326660
	Iteration 1F: 3 clusters Score -1649936 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1650359.625000 Penalty: 4727.326660
	Iteration 2F: 3 clusters Score -1650360 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1650686.375000 Penalty: 4727.326660
	Iteration 3F: 3 clusters Score -1650686 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1650940.500000 Penalty: 4727.326660
	Iteration 4Q: 3 clusters Score -1650940 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1651169.375000 Penalty: 4727.326660
	Iteration 5Q: 3 clusters Score -1651169 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1651391.000000 Penalty: 4727.326660
	Iteration 6Q: 3 clusters Score -1651391 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1651633.625000 Penalty: 4727.326660
	Iteration 7Q: 3 clusters Score -1651634 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1651899.500000 Penalty: 4727.326660
	Iteration 8Q: 3 clusters Score -1651900 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1652197.875000 Penalty: 4727.326660
	Iteration 9Q: 3 clusters Score -1652198 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1652521.875000 Penalty: 4727.326660
	Iteration 10Q: 3 clusters Score -1652522 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1652879.000000 Penalty: 4727.326660
	Iteration 11Q: 3 clusters Score -1652879 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1653273.750000 Penalty: 4727.326660
	Iteration 12Q: 3 clusters Score -1653274 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1653601.625000 Penalty: 4727.326660
	Iteration 13Q: 3 clusters Score -1653602 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1653873.000000 Penalty: 4727.326660
	Iteration 14Q: 3 clusters Score -1653873 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1654073.000000 Penalty: 4727.326660
	Iteration 15Q: 3 clusters Score -1654073 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1654231.125000 Penalty: 4727.326660
	Iteration 16Q: 3 clusters Score -1654231 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1654351.000000 Penalty: 4727.326660
	Iteration 17Q: 3 clusters Score -1654351 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1654437.000000 Penalty: 4727.326660
	Iteration 18Q: 3 clusters Score -1654437 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1654505.000000 Penalty: 4727.326660
	Iteration 19Q: 3 clusters Score -1654505 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1654554.000000 Penalty: 4727.326660
	Iteration 20F: 3 clusters Score -1654554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1654590.625000 Penalty: 4727.326660
	Iteration 21Q: 3 clusters Score -1654591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1654616.000000 Penalty: 4727.326660
	Iteration 22Q: 3 clusters Score -1654616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1654633.750000 Penalty: 4727.326660
	Iteration 23Q: 3 clusters Score -1654634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1654651.000000 Penalty: 4727.326660
	Iteration 24Q: 3 clusters Score -1654651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1654666.000000 Penalty: 4727.326660
	Iteration 25Q: 3 clusters Score -1654666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1654681.500000 Penalty: 4727.326660
	Iteration 26Q: 3 clusters Score -1654682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1654687.625000 Penalty: 4727.326660
	Iteration 27Q: 3 clusters Score -1654688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1654698.875000 Penalty: 4727.326660
	Iteration 28Q: 3 clusters Score -1654699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1654710.125000 Penalty: 4727.326660
	Iteration 29Q: 3 clusters Score -1654710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1654719.875000 Penalty: 4727.326660
	Iteration 30Q: 3 clusters Score -1654720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1654724.500000 Penalty: 4727.326660
	Iteration 31Q: 3 clusters Score -1654724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1654728.750000 Penalty: 4727.326660
	Iteration 32Q: 3 clusters Score -1654729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1654737.875000 Penalty: 4727.326660
	Iteration 33Q: 3 clusters Score -1654738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1654744.625000 Penalty: 4727.326660
	Iteration 34Q: 3 clusters Score -1654745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1654752.125000 Penalty: 4727.326660
	Iteration 35Q: 3 clusters Score -1654752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1654757.500000 Penalty: 4727.326660
	Iteration 36Q: 3 clusters Score -1654758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1654763.625000 Penalty: 4727.326660
	Iteration 37Q: 3 clusters Score -1654764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1654770.250000 Penalty: 4727.326660
	Iteration 38Q: 3 clusters Score -1654770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1654769.625000 Penalty: 4727.326660
	Iteration 39Q: 3 clusters Score -1654770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1654777.750000 Penalty: 4727.326660
	Iteration 40F: 3 clusters Score -1654778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1654783.375000 Penalty: 4727.326660
	Iteration 41Q: 3 clusters Score -1654783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1654786.000000 Penalty: 4727.326660
	Iteration 42Q: 3 clusters Score -1654786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1654787.125000 Penalty: 4727.326660
	Iteration 43Q: 3 clusters Score -1654787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1654794.375000 Penalty: 4727.326660
	Iteration 44Q: 3 clusters Score -1654794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1654797.000000 Penalty: 4727.326660
	Iteration 45Q: 3 clusters Score -1654797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1654799.250000 Penalty: 4727.326660
	Iteration 46Q: 3 clusters Score -1654799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1654798.375000 Penalty: 4727.326660
	Iteration 47Q: 3 clusters Score -1654798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1654798.375000 Penalty: 4727.326660
	Iteration 48Q: 3 clusters Score -1654798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1654798.375000 Penalty: 4727.326660
	Iteration 49F: 3 clusters Score -1654798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -188390.187500 Penalty: 1828.285278
	Iteration 0F: 2 clusters Score -188390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -186018.921875 Penalty: 3656.570557
	Iteration 0F: 3 clusters Score -186018.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186423.593750 Penalty: 3656.570557
	Iteration 1F: 3 clusters Score -186423.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186517.515625 Penalty: 3656.570557
	Iteration 2F: 3 clusters Score -186517.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186566.687500 Penalty: 3656.570557
	Iteration 3Q: 3 clusters Score -186566.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -186601.578125 Penalty: 3656.570557
	Iteration 4Q: 3 clusters Score -186601.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -186631.375000 Penalty: 3656.570557
	Iteration 5Q: 3 clusters Score -186631.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -186651.390625 Penalty: 3656.570557
	Iteration 6Q: 3 clusters Score -186651.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -186671.859375 Penalty: 3656.570557
	Iteration 7Q: 3 clusters Score -186671.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186692.390625 Penalty: 3656.570557
	Iteration 8Q: 3 clusters Score -186692.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186706.343750 Penalty: 3656.570557
	Iteration 9Q: 3 clusters Score -186706.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186709.625000 Penalty: 3656.570557
	Iteration 10Q: 3 clusters Score -186709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186713.890625 Penalty: 3656.570557
	Iteration 11Q: 3 clusters Score -186713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186718.250000 Penalty: 3656.570557
	Iteration 12Q: 3 clusters Score -186718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186721.234375 Penalty: 3656.570557
	Iteration 13Q: 3 clusters Score -186721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186722.062500 Penalty: 3656.570557
	Iteration 14Q: 3 clusters Score -186722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186722.828125 Penalty: 3656.570557
	Iteration 15Q: 3 clusters Score -186722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186723.125000 Penalty: 3656.570557
	Iteration 16Q: 3 clusters Score -186723.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186723.125000 Penalty: 3656.570557
	Iteration 17F: 3 clusters Score -186723.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Entering Unmasked Estep 
Score: -1276600.000000 Penalty: 2355.131104
	Iteration 0F: 2 clusters Score -1276600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1266820.375000 Penalty: 4710.262207
	Iteration 0F: 3 clusters Score -1266820 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1270321.125000 Penalty: 4710.262207
	Iteration 1F: 3 clusters Score -1270321 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1271335.250000 Penalty: 4710.262207
	Iteration 2F: 3 clusters Score -1271335 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1272252.125000 Penalty: 4710.262207
	Iteration 3F: 3 clusters Score -1272252 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1273127.000000 Penalty: 4710.262207
	Iteration 4F: 3 clusters Score -1273127 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1273784.000000 Penalty: 4710.262207
	Iteration 5F: 3 clusters Score -1273784 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1274256.250000 Penalty: 4710.262207
	Iteration 6F: 3 clusters Score -1274256 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1274561.750000 Penalty: 4710.262207
	Iteration 7Q: 3 clusters Score -1274562 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1274750.625000 Penalty: 4710.262207
	Iteration 8Q: 3 clusters Score -1274751 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1274856.750000 Penalty: 4710.262207
	Iteration 9Q: 3 clusters Score -1274857 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1274928.000000 Penalty: 4710.262207
	Iteration 10Q: 3 clusters Score -1274928 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1274978.875000 Penalty: 4710.262207
	Iteration 11Q: 3 clusters Score -1274979 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1275022.375000 Penalty: 4710.262207
	Iteration 12Q: 3 clusters Score -1275022 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1275056.000000 Penalty: 4710.262207
	Iteration 13Q: 3 clusters Score -1275056 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1275078.250000 Penalty: 4710.262207
	Iteration 14Q: 3 clusters Score -1275078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1275104.125000 Penalty: 4710.262207
	Iteration 15Q: 3 clusters Score -1275104 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1275132.625000 Penalty: 4710.262207
	Iteration 16Q: 3 clusters Score -1275133 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1275186.250000 Penalty: 4710.262207
	Iteration 17Q: 3 clusters Score -1275186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1275218.500000 Penalty: 4710.262207
	Iteration 18Q: 3 clusters Score -1275218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1275260.250000 Penalty: 4710.262207
	Iteration 19Q: 3 clusters Score -1275260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1275281.250000 Penalty: 4710.262207
	Iteration 20F: 3 clusters Score -1275281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1275307.875000 Penalty: 4710.262207
	Iteration 21Q: 3 clusters Score -1275308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1275329.125000 Penalty: 4710.262207
	Iteration 22Q: 3 clusters Score -1275329 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1275349.625000 Penalty: 4710.262207
	Iteration 23Q: 3 clusters Score -1275350 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1275365.125000 Penalty: 4710.262207
	Iteration 24Q: 3 clusters Score -1275365 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1275381.000000 Penalty: 4710.262207
	Iteration 25Q: 3 clusters Score -1275381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1275389.375000 Penalty: 4710.262207
	Iteration 26Q: 3 clusters Score -1275389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1275387.500000 Penalty: 4710.262207
	Iteration 27Q: 3 clusters Score -1275388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1275392.250000 Penalty: 4710.262207
	Iteration 28Q: 3 clusters Score -1275392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1275404.125000 Penalty: 4710.262207
	Iteration 29Q: 3 clusters Score -1275404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1275409.250000 Penalty: 4710.262207
	Iteration 30Q: 3 clusters Score -1275409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1275411.250000 Penalty: 4710.262207
	Iteration 31Q: 3 clusters Score -1275411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1275416.500000 Penalty: 4710.262207
	Iteration 32Q: 3 clusters Score -1275416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1275420.250000 Penalty: 4710.262207
	Iteration 33Q: 3 clusters Score -1275420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1275425.875000 Penalty: 4710.262207
	Iteration 34Q: 3 clusters Score -1275426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1275429.750000 Penalty: 4710.262207
	Iteration 35Q: 3 clusters Score -1275430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1275431.000000 Penalty: 4710.262207
	Iteration 36Q: 3 clusters Score -1275431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1275430.250000 Penalty: 4710.262207
	Iteration 37Q: 3 clusters Score -1275430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1275432.500000 Penalty: 4710.262207
	Iteration 38Q: 3 clusters Score -1275432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1275436.625000 Penalty: 4710.262207
	Iteration 39Q: 3 clusters Score -1275437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1275439.625000 Penalty: 4710.262207
	Iteration 40F: 3 clusters Score -1275440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1275443.125000 Penalty: 4710.262207
	Iteration 41Q: 3 clusters Score -1275443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1275443.875000 Penalty: 4710.262207
	Iteration 42Q: 3 clusters Score -1275444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1275440.375000 Penalty: 4710.262207
	Iteration 43Q: 3 clusters Score -1275440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1275444.250000 Penalty: 4710.262207
	Iteration 44Q: 3 clusters Score -1275444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1275446.125000 Penalty: 4710.262207
	Iteration 45Q: 3 clusters Score -1275446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1275447.750000 Penalty: 4710.262207
	Iteration 46Q: 3 clusters Score -1275448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1275447.000000 Penalty: 4710.262207
	Iteration 47Q: 3 clusters Score -1275447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1275448.875000 Penalty: 4710.262207
	Iteration 48Q: 3 clusters Score -1275449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1275450.250000 Penalty: 4710.262207
	Iteration 49Q: 3 clusters Score -1275450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1275453.000000 Penalty: 4710.262207
	Iteration 50Q: 3 clusters Score -1275453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1275456.875000 Penalty: 4710.262207
	Iteration 51Q: 3 clusters Score -1275457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1275458.500000 Penalty: 4710.262207
	Iteration 52Q: 3 clusters Score -1275458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1275457.250000 Penalty: 4710.262207
	Iteration 53Q: 3 clusters Score -1275457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1275458.125000 Penalty: 4710.262207
	Iteration 54Q: 3 clusters Score -1275458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1275461.000000 Penalty: 4710.262207
	Iteration 55Q: 3 clusters Score -1275461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1275463.125000 Penalty: 4710.262207
	Iteration 56Q: 3 clusters Score -1275463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1275466.000000 Penalty: 4710.262207
	Iteration 57Q: 3 clusters Score -1275466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1275469.625000 Penalty: 4710.262207
	Iteration 58Q: 3 clusters Score -1275470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1275469.000000 Penalty: 4710.262207
	Iteration 59Q: 3 clusters Score -1275469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1275473.125000 Penalty: 4710.262207
	Iteration 60F: 3 clusters Score -1275473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1275474.125000 Penalty: 4710.262207
	Iteration 61Q: 3 clusters Score -1275474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1275476.875000 Penalty: 4710.262207
	Iteration 62Q: 3 clusters Score -1275477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1275478.875000 Penalty: 4710.262207
	Iteration 63Q: 3 clusters Score -1275479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1275476.375000 Penalty: 4710.262207
	Iteration 64Q: 3 clusters Score -1275476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1275476.625000 Penalty: 4710.262207
	Iteration 65Q: 3 clusters Score -1275477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1275475.875000 Penalty: 4710.262207
	Iteration 66Q: 3 clusters Score -1275476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1275477.875000 Penalty: 4710.262207
	Iteration 67Q: 3 clusters Score -1275478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1275482.875000 Penalty: 4710.262207
	Iteration 68Q: 3 clusters Score -1275483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1275482.750000 Penalty: 4710.262207
	Iteration 69Q: 3 clusters Score -1275483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1275481.625000 Penalty: 4710.262207
	Iteration 70Q: 3 clusters Score -1275482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1275481.625000 Penalty: 4710.262207
	Iteration 71F: 3 clusters Score -1275482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Entering Unmasked Estep 
Score: -1804109.875000 Penalty: 2383.526611
	Iteration 0F: 2 clusters Score -1804110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1793354.250000 Penalty: 4767.053223
	Iteration 0F: 3 clusters Score -1793354 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1796996.625000 Penalty: 4767.053223
	Iteration 1F: 3 clusters Score -1796997 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1797653.875000 Penalty: 4767.053223
	Iteration 2F: 3 clusters Score -1797654 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1798360.375000 Penalty: 4767.053223
	Iteration 3F: 3 clusters Score -1798360 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1799062.750000 Penalty: 4767.053223
	Iteration 4F: 3 clusters Score -1799063 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1799736.250000 Penalty: 4767.053223
	Iteration 5F: 3 clusters Score -1799736 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1800333.750000 Penalty: 4767.053223
	Iteration 6F: 3 clusters Score -1800334 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1800883.625000 Penalty: 4767.053223
	Iteration 7F: 3 clusters Score -1800884 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1801381.125000 Penalty: 4767.053223
	Iteration 8F: 3 clusters Score -1801381 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1801804.625000 Penalty: 4767.053223
	Iteration 9Q: 3 clusters Score -1801805 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1802210.125000 Penalty: 4767.053223
	Iteration 10Q: 3 clusters Score -1802210 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1802557.500000 Penalty: 4767.053223
	Iteration 11Q: 3 clusters Score -1802558 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1802822.125000 Penalty: 4767.053223
	Iteration 12Q: 3 clusters Score -1802822 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1803044.750000 Penalty: 4767.053223
	Iteration 13Q: 3 clusters Score -1803045 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1803228.250000 Penalty: 4767.053223
	Iteration 14Q: 3 clusters Score -1803228 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1803368.625000 Penalty: 4767.053223
	Iteration 15Q: 3 clusters Score -1803369 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1803483.625000 Penalty: 4767.053223
	Iteration 16Q: 3 clusters Score -1803484 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1803557.125000 Penalty: 4767.053223
	Iteration 17Q: 3 clusters Score -1803557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1803596.625000 Penalty: 4767.053223
	Iteration 18Q: 3 clusters Score -1803597 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1803615.875000 Penalty: 4767.053223
	Iteration 19Q: 3 clusters Score -1803616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1803624.875000 Penalty: 4767.053223
	Iteration 20F: 3 clusters Score -1803625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1803635.125000 Penalty: 4767.053223
	Iteration 21Q: 3 clusters Score -1803635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1803640.250000 Penalty: 4767.053223
	Iteration 22Q: 3 clusters Score -1803640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1803643.250000 Penalty: 4767.053223
	Iteration 23Q: 3 clusters Score -1803643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1803650.000000 Penalty: 4767.053223
	Iteration 24Q: 3 clusters Score -1803650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1803653.125000 Penalty: 4767.053223
	Iteration 25Q: 3 clusters Score -1803653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1803658.125000 Penalty: 4767.053223
	Iteration 26Q: 3 clusters Score -1803658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1803658.375000 Penalty: 4767.053223
	Iteration 27Q: 3 clusters Score -1803658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1803660.375000 Penalty: 4767.053223
	Iteration 28Q: 3 clusters Score -1803660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1803663.250000 Penalty: 4767.053223
	Iteration 29Q: 3 clusters Score -1803663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1803664.125000 Penalty: 4767.053223
	Iteration 30Q: 3 clusters Score -1803664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1803664.125000 Penalty: 4767.053223
	Iteration 31F: 3 clusters Score -1803664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -370503.343750 Penalty: 1999.013916
	Iteration 0F: 2 clusters Score -370503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -367167.218750 Penalty: 3998.027832
	Iteration 0F: 3 clusters Score -367167.2 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -367843.781250 Penalty: 3998.027832
	Iteration 1F: 3 clusters Score -367843.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -368008.406250 Penalty: 3998.027832
	Iteration 2F: 3 clusters Score -368008.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -368152.875000 Penalty: 3998.027832
	Iteration 3F: 3 clusters Score -368152.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -368318.906250 Penalty: 3998.027832
	Iteration 4Q: 3 clusters Score -368318.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -368476.250000 Penalty: 3998.027832
	Iteration 5Q: 3 clusters Score -368476.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -368675.000000 Penalty: 3998.027832
	Iteration 6F: 3 clusters Score -368675 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -368856.625000 Penalty: 3998.027832
	Iteration 7F: 3 clusters Score -368856.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -369013.718750 Penalty: 3998.027832
	Iteration 8Q: 3 clusters Score -369013.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -369119.781250 Penalty: 3998.027832
	Iteration 9Q: 3 clusters Score -369119.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -369189.562500 Penalty: 3998.027832
	Iteration 10Q: 3 clusters Score -369189.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -369231.593750 Penalty: 3998.027832
	Iteration 11Q: 3 clusters Score -369231.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -369269.156250 Penalty: 3998.027832
	Iteration 12Q: 3 clusters Score -369269.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -369293.125000 Penalty: 3998.027832
	Iteration 13Q: 3 clusters Score -369293.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -369305.281250 Penalty: 3998.027832
	Iteration 14Q: 3 clusters Score -369305.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -369313.343750 Penalty: 3998.027832
	Iteration 15Q: 3 clusters Score -369313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -369318.437500 Penalty: 3998.027832
	Iteration 16Q: 3 clusters Score -369318.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -369323.218750 Penalty: 3998.027832
	Iteration 17Q: 3 clusters Score -369323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -369326.718750 Penalty: 3998.027832
	Iteration 18Q: 3 clusters Score -369326.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -369328.656250 Penalty: 3998.027832
	Iteration 19Q: 3 clusters Score -369328.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -369329.718750 Penalty: 3998.027832
	Iteration 20F: 3 clusters Score -369329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -369331.843750 Penalty: 3998.027832
	Iteration 21Q: 3 clusters Score -369331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -369333.625000 Penalty: 3998.027832
	Iteration 22Q: 3 clusters Score -369333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -369334.718750 Penalty: 3998.027832
	Iteration 23Q: 3 clusters Score -369334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -369335.531250 Penalty: 3998.027832
	Iteration 24Q: 3 clusters Score -369335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -369337.187500 Penalty: 3998.027832
	Iteration 25Q: 3 clusters Score -369337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -369336.750000 Penalty: 3998.027832
	Iteration 26Q: 3 clusters Score -369336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -369336.750000 Penalty: 3998.027832
	Iteration 27F: 3 clusters Score -369336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Entering Unmasked Estep 
Score: -701308.937500 Penalty: 2152.848633
	Iteration 0F: 2 clusters Score -701308.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -696249.312500 Penalty: 4305.697266
	Iteration 0F: 3 clusters Score -696249.3 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -697593.125000 Penalty: 4305.697266
	Iteration 1F: 3 clusters Score -697593.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -697810.187500 Penalty: 4305.697266
	Iteration 2F: 3 clusters Score -697810.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -697938.687500 Penalty: 4305.697266
	Iteration 3Q: 3 clusters Score -697938.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -698019.937500 Penalty: 4305.697266
	Iteration 4Q: 3 clusters Score -698019.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -698079.625000 Penalty: 4305.697266
	Iteration 5Q: 3 clusters Score -698079.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -698130.062500 Penalty: 4305.697266
	Iteration 6Q: 3 clusters Score -698130.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -698175.125000 Penalty: 4305.697266
	Iteration 7Q: 3 clusters Score -698175.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -698224.437500 Penalty: 4305.697266
	Iteration 8Q: 3 clusters Score -698224.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -698262.312500 Penalty: 4305.697266
	Iteration 9Q: 3 clusters Score -698262.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -698301.625000 Penalty: 4305.697266
	Iteration 10Q: 3 clusters Score -698301.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -698347.875000 Penalty: 4305.697266
	Iteration 11Q: 3 clusters Score -698347.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -698393.875000 Penalty: 4305.697266
	Iteration 12Q: 3 clusters Score -698393.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -698456.500000 Penalty: 4305.697266
	Iteration 13Q: 3 clusters Score -698456.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -698521.437500 Penalty: 4305.697266
	Iteration 14Q: 3 clusters Score -698521.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -698582.375000 Penalty: 4305.697266
	Iteration 15Q: 3 clusters Score -698582.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -698664.812500 Penalty: 4305.697266
	Iteration 16Q: 3 clusters Score -698664.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -698763.875000 Penalty: 4305.697266
	Iteration 17Q: 3 clusters Score -698763.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -698893.625000 Penalty: 4305.697266
	Iteration 18Q: 3 clusters Score -698893.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -699031.125000 Penalty: 4305.697266
	Iteration 19Q: 3 clusters Score -699031.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -699135.500000 Penalty: 4305.697266
	Iteration 20F: 3 clusters Score -699135.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -699222.187500 Penalty: 4305.697266
	Iteration 21Q: 3 clusters Score -699222.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -699273.500000 Penalty: 4305.697266
	Iteration 22Q: 3 clusters Score -699273.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -699322.437500 Penalty: 4305.697266
	Iteration 23Q: 3 clusters Score -699322.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -699362.312500 Penalty: 4305.697266
	Iteration 24Q: 3 clusters Score -699362.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -699383.125000 Penalty: 4305.697266
	Iteration 25Q: 3 clusters Score -699383.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -699402.000000 Penalty: 4305.697266
	Iteration 26Q: 3 clusters Score -699402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -699416.000000 Penalty: 4305.697266
	Iteration 27Q: 3 clusters Score -699416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -699431.062500 Penalty: 4305.697266
	Iteration 28Q: 3 clusters Score -699431.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -699447.437500 Penalty: 4305.697266
	Iteration 29Q: 3 clusters Score -699447.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -699459.750000 Penalty: 4305.697266
	Iteration 30Q: 3 clusters Score -699459.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -699468.125000 Penalty: 4305.697266
	Iteration 31Q: 3 clusters Score -699468.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -699474.000000 Penalty: 4305.697266
	Iteration 32Q: 3 clusters Score -699474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -699481.125000 Penalty: 4305.697266
	Iteration 33Q: 3 clusters Score -699481.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -699485.625000 Penalty: 4305.697266
	Iteration 34Q: 3 clusters Score -699485.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -699492.937500 Penalty: 4305.697266
	Iteration 35Q: 3 clusters Score -699492.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -699495.250000 Penalty: 4305.697266
	Iteration 36Q: 3 clusters Score -699495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -699496.250000 Penalty: 4305.697266
	Iteration 37Q: 3 clusters Score -699496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -699497.312500 Penalty: 4305.697266
	Iteration 38Q: 3 clusters Score -699497.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -699498.437500 Penalty: 4305.697266
	Iteration 39Q: 3 clusters Score -699498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -699501.437500 Penalty: 4305.697266
	Iteration 40F: 3 clusters Score -699501.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -699503.875000 Penalty: 4305.697266
	Iteration 41Q: 3 clusters Score -699503.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -699507.125000 Penalty: 4305.697266
	Iteration 42Q: 3 clusters Score -699507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -699509.750000 Penalty: 4305.697266
	Iteration 43Q: 3 clusters Score -699509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -699512.562500 Penalty: 4305.697266
	Iteration 44Q: 3 clusters Score -699512.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -699515.812500 Penalty: 4305.697266
	Iteration 45Q: 3 clusters Score -699515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -699518.812500 Penalty: 4305.697266
	Iteration 46Q: 3 clusters Score -699518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -699521.062500 Penalty: 4305.697266
	Iteration 47Q: 3 clusters Score -699521.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -699522.250000 Penalty: 4305.697266
	Iteration 48Q: 3 clusters Score -699522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -699523.562500 Penalty: 4305.697266
	Iteration 49Q: 3 clusters Score -699523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -699526.125000 Penalty: 4305.697266
	Iteration 50Q: 3 clusters Score -699526.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -699528.875000 Penalty: 4305.697266
	Iteration 51Q: 3 clusters Score -699528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -699528.687500 Penalty: 4305.697266
	Iteration 52Q: 3 clusters Score -699528.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -699529.875000 Penalty: 4305.697266
	Iteration 53Q: 3 clusters Score -699529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -699529.875000 Penalty: 4305.697266
	Iteration 54F: 3 clusters Score -699529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -573675.312500 Penalty: 2103.839355
	Iteration 0F: 2 clusters Score -573675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -569296.625000 Penalty: 4207.678711
	Iteration 0F: 3 clusters Score -569296.6 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -570355.500000 Penalty: 4207.678711
	Iteration 1F: 3 clusters Score -570355.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -570572.562500 Penalty: 4207.678711
	Iteration 2F: 3 clusters Score -570572.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -570738.125000 Penalty: 4207.678711
	Iteration 3F: 3 clusters Score -570738.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -570858.062500 Penalty: 4207.678711
	Iteration 4Q: 3 clusters Score -570858.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -570932.000000 Penalty: 4207.678711
	Iteration 5Q: 3 clusters Score -570932 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -570998.562500 Penalty: 4207.678711
	Iteration 6Q: 3 clusters Score -570998.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -571076.562500 Penalty: 4207.678711
	Iteration 7Q: 3 clusters Score -571076.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -571142.500000 Penalty: 4207.678711
	Iteration 8Q: 3 clusters Score -571142.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -571211.750000 Penalty: 4207.678711
	Iteration 9Q: 3 clusters Score -571211.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -571274.625000 Penalty: 4207.678711
	Iteration 10Q: 3 clusters Score -571274.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -571346.562500 Penalty: 4207.678711
	Iteration 11Q: 3 clusters Score -571346.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -571403.875000 Penalty: 4207.678711
	Iteration 12Q: 3 clusters Score -571403.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -571451.125000 Penalty: 4207.678711
	Iteration 13Q: 3 clusters Score -571451.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -571493.437500 Penalty: 4207.678711
	Iteration 14Q: 3 clusters Score -571493.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -571527.062500 Penalty: 4207.678711
	Iteration 15Q: 3 clusters Score -571527.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -571557.500000 Penalty: 4207.678711
	Iteration 16Q: 3 clusters Score -571557.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -571579.937500 Penalty: 4207.678711
	Iteration 17Q: 3 clusters Score -571579.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -571599.500000 Penalty: 4207.678711
	Iteration 18Q: 3 clusters Score -571599.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -571622.000000 Penalty: 4207.678711
	Iteration 19Q: 3 clusters Score -571622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -571639.750000 Penalty: 4207.678711
	Iteration 20F: 3 clusters Score -571639.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -571653.812500 Penalty: 4207.678711
	Iteration 21Q: 3 clusters Score -571653.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -571672.250000 Penalty: 4207.678711
	Iteration 22Q: 3 clusters Score -571672.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -571686.500000 Penalty: 4207.678711
	Iteration 23Q: 3 clusters Score -571686.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -571698.437500 Penalty: 4207.678711
	Iteration 24Q: 3 clusters Score -571698.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -571711.562500 Penalty: 4207.678711
	Iteration 25Q: 3 clusters Score -571711.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -571719.687500 Penalty: 4207.678711
	Iteration 26Q: 3 clusters Score -571719.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -571729.125000 Penalty: 4207.678711
	Iteration 27Q: 3 clusters Score -571729.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -571742.375000 Penalty: 4207.678711
	Iteration 28Q: 3 clusters Score -571742.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -571756.312500 Penalty: 4207.678711
	Iteration 29Q: 3 clusters Score -571756.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -571770.750000 Penalty: 4207.678711
	Iteration 30Q: 3 clusters Score -571770.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -571783.500000 Penalty: 4207.678711
	Iteration 31Q: 3 clusters Score -571783.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -571792.875000 Penalty: 4207.678711
	Iteration 32Q: 3 clusters Score -571792.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -571806.687500 Penalty: 4207.678711
	Iteration 33Q: 3 clusters Score -571806.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -571820.187500 Penalty: 4207.678711
	Iteration 34Q: 3 clusters Score -571820.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -571833.437500 Penalty: 4207.678711
	Iteration 35Q: 3 clusters Score -571833.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -571847.500000 Penalty: 4207.678711
	Iteration 36Q: 3 clusters Score -571847.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -571869.312500 Penalty: 4207.678711
	Iteration 37Q: 3 clusters Score -571869.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -571903.250000 Penalty: 4207.678711
	Iteration 38Q: 3 clusters Score -571903.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -571964.625000 Penalty: 4207.678711
	Iteration 39Q: 3 clusters Score -571964.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -572033.062500 Penalty: 4207.678711
	Iteration 40F: 3 clusters Score -572033.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -572115.812500 Penalty: 4207.678711
	Iteration 41Q: 3 clusters Score -572115.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -572181.812500 Penalty: 4207.678711
	Iteration 42Q: 3 clusters Score -572181.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -572226.375000 Penalty: 4207.678711
	Iteration 43Q: 3 clusters Score -572226.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -572258.125000 Penalty: 4207.678711
	Iteration 44Q: 3 clusters Score -572258.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -572294.687500 Penalty: 4207.678711
	Iteration 45Q: 3 clusters Score -572294.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -572323.500000 Penalty: 4207.678711
	Iteration 46Q: 3 clusters Score -572323.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -572342.250000 Penalty: 4207.678711
	Iteration 47Q: 3 clusters Score -572342.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -572366.875000 Penalty: 4207.678711
	Iteration 48Q: 3 clusters Score -572366.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -572390.437500 Penalty: 4207.678711
	Iteration 49Q: 3 clusters Score -572390.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -572409.562500 Penalty: 4207.678711
	Iteration 50Q: 3 clusters Score -572409.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -572431.812500 Penalty: 4207.678711
	Iteration 51Q: 3 clusters Score -572431.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -572466.625000 Penalty: 4207.678711
	Iteration 52Q: 3 clusters Score -572466.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -572505.937500 Penalty: 4207.678711
	Iteration 53Q: 3 clusters Score -572505.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -572552.125000 Penalty: 4207.678711
	Iteration 54Q: 3 clusters Score -572552.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -572610.125000 Penalty: 4207.678711
	Iteration 55Q: 3 clusters Score -572610.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -572689.187500 Penalty: 4207.678711
	Iteration 56Q: 3 clusters Score -572689.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -572770.062500 Penalty: 4207.678711
	Iteration 57Q: 3 clusters Score -572770.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -572835.125000 Penalty: 4207.678711
	Iteration 58Q: 3 clusters Score -572835.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -572890.687500 Penalty: 4207.678711
	Iteration 59Q: 3 clusters Score -572890.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -572957.437500 Penalty: 4207.678711
	Iteration 60F: 3 clusters Score -572957.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -573024.687500 Penalty: 4207.678711
	Iteration 61Q: 3 clusters Score -573024.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -573097.312500 Penalty: 4207.678711
	Iteration 62Q: 3 clusters Score -573097.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -573142.000000 Penalty: 4207.678711
	Iteration 63Q: 3 clusters Score -573142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -573175.750000 Penalty: 4207.678711
	Iteration 64Q: 3 clusters Score -573175.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -573196.312500 Penalty: 4207.678711
	Iteration 65Q: 3 clusters Score -573196.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -573205.312500 Penalty: 4207.678711
	Iteration 66Q: 3 clusters Score -573205.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -573210.750000 Penalty: 4207.678711
	Iteration 67Q: 3 clusters Score -573210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -573211.875000 Penalty: 4207.678711
	Iteration 68Q: 3 clusters Score -573211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -573211.500000 Penalty: 4207.678711
	Iteration 69Q: 3 clusters Score -573211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -573212.125000 Penalty: 4207.678711
	Iteration 70Q: 3 clusters Score -573212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -573213.000000 Penalty: 4207.678711
	Iteration 71Q: 3 clusters Score -573213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -573212.750000 Penalty: 4207.678711
	Iteration 72Q: 3 clusters Score -573212.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -573212.750000 Penalty: 4207.678711
	Iteration 73F: 3 clusters Score -573212.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Entering Unmasked Estep 
Score: -773762.875000 Penalty: 2172.980957
	Iteration 0F: 2 clusters Score -773762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -768336.312500 Penalty: 4345.961914
	Iteration 0F: 3 clusters Score -768336.3 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -769834.375000 Penalty: 4345.961914
	Iteration 1F: 3 clusters Score -769834.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -770168.000000 Penalty: 4345.961914
	Iteration 2F: 3 clusters Score -770168 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -770395.250000 Penalty: 4345.961914
	Iteration 3F: 3 clusters Score -770395.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -770553.312500 Penalty: 4345.961914
	Iteration 4Q: 3 clusters Score -770553.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -770721.437500 Penalty: 4345.961914
	Iteration 5Q: 3 clusters Score -770721.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -770869.625000 Penalty: 4345.961914
	Iteration 6Q: 3 clusters Score -770869.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -770980.062500 Penalty: 4345.961914
	Iteration 7Q: 3 clusters Score -770980.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -771074.375000 Penalty: 4345.961914
	Iteration 8Q: 3 clusters Score -771074.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -771130.250000 Penalty: 4345.961914
	Iteration 9Q: 3 clusters Score -771130.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -771174.687500 Penalty: 4345.961914
	Iteration 10Q: 3 clusters Score -771174.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -771208.375000 Penalty: 4345.961914
	Iteration 11Q: 3 clusters Score -771208.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -771234.687500 Penalty: 4345.961914
	Iteration 12Q: 3 clusters Score -771234.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -771257.125000 Penalty: 4345.961914
	Iteration 13Q: 3 clusters Score -771257.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -771280.187500 Penalty: 4345.961914
	Iteration 14Q: 3 clusters Score -771280.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -771299.687500 Penalty: 4345.961914
	Iteration 15Q: 3 clusters Score -771299.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -771318.187500 Penalty: 4345.961914
	Iteration 16Q: 3 clusters Score -771318.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -771340.312500 Penalty: 4345.961914
	Iteration 17Q: 3 clusters Score -771340.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -771360.250000 Penalty: 4345.961914
	Iteration 18Q: 3 clusters Score -771360.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -771374.625000 Penalty: 4345.961914
	Iteration 19Q: 3 clusters Score -771374.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -771391.562500 Penalty: 4345.961914
	Iteration 20F: 3 clusters Score -771391.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -771410.062500 Penalty: 4345.961914
	Iteration 21Q: 3 clusters Score -771410.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -771431.000000 Penalty: 4345.961914
	Iteration 22Q: 3 clusters Score -771431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -771449.687500 Penalty: 4345.961914
	Iteration 23Q: 3 clusters Score -771449.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -771463.875000 Penalty: 4345.961914
	Iteration 24Q: 3 clusters Score -771463.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -771483.125000 Penalty: 4345.961914
	Iteration 25Q: 3 clusters Score -771483.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -771498.062500 Penalty: 4345.961914
	Iteration 26Q: 3 clusters Score -771498.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -771508.750000 Penalty: 4345.961914
	Iteration 27Q: 3 clusters Score -771508.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -771515.500000 Penalty: 4345.961914
	Iteration 28Q: 3 clusters Score -771515.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -771526.312500 Penalty: 4345.961914
	Iteration 29Q: 3 clusters Score -771526.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -771538.562500 Penalty: 4345.961914
	Iteration 30Q: 3 clusters Score -771538.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -771549.750000 Penalty: 4345.961914
	Iteration 31Q: 3 clusters Score -771549.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -771558.687500 Penalty: 4345.961914
	Iteration 32Q: 3 clusters Score -771558.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -771566.687500 Penalty: 4345.961914
	Iteration 33Q: 3 clusters Score -771566.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -771575.750000 Penalty: 4345.961914
	Iteration 34Q: 3 clusters Score -771575.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -771585.437500 Penalty: 4345.961914
	Iteration 35Q: 3 clusters Score -771585.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -771592.437500 Penalty: 4345.961914
	Iteration 36Q: 3 clusters Score -771592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -771599.937500 Penalty: 4345.961914
	Iteration 37Q: 3 clusters Score -771599.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -771607.812500 Penalty: 4345.961914
	Iteration 38Q: 3 clusters Score -771607.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -771618.437500 Penalty: 4345.961914
	Iteration 39Q: 3 clusters Score -771618.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -771625.562500 Penalty: 4345.961914
	Iteration 40F: 3 clusters Score -771625.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -771628.937500 Penalty: 4345.961914
	Iteration 41Q: 3 clusters Score -771628.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -771633.812500 Penalty: 4345.961914
	Iteration 42Q: 3 clusters Score -771633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -771640.875000 Penalty: 4345.961914
	Iteration 43Q: 3 clusters Score -771640.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -771645.187500 Penalty: 4345.961914
	Iteration 44Q: 3 clusters Score -771645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -771647.625000 Penalty: 4345.961914
	Iteration 45Q: 3 clusters Score -771647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -771651.750000 Penalty: 4345.961914
	Iteration 46Q: 3 clusters Score -771651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -771651.750000 Penalty: 4345.961914
	Iteration 47Q: 3 clusters Score -771651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -771655.062500 Penalty: 4345.961914
	Iteration 48Q: 3 clusters Score -771655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -771654.812500 Penalty: 4345.961914
	Iteration 49Q: 3 clusters Score -771654.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -771654.375000 Penalty: 4345.961914
	Iteration 50Q: 3 clusters Score -771654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -771656.687500 Penalty: 4345.961914
	Iteration 51Q: 3 clusters Score -771656.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -771658.500000 Penalty: 4345.961914
	Iteration 52Q: 3 clusters Score -771658.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -771658.875000 Penalty: 4345.961914
	Iteration 53Q: 3 clusters Score -771658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -771658.500000 Penalty: 4345.961914
	Iteration 54Q: 3 clusters Score -771658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -771658.500000 Penalty: 4345.961914
	Iteration 55F: 3 clusters Score -771658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -183640.828125 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -183640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -180778.984375 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -180779 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -181364.578125 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -181364.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -181538.906250 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -181538.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -181661.375000 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -181661.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -181794.046875 Penalty: 3862.541504
	Iteration 4Q: 3 clusters Score -181794 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -181987.250000 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -181987.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -182206.937500 Penalty: 3862.541504
	Iteration 6F: 3 clusters Score -182206.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -182410.843750 Penalty: 3862.541504
	Iteration 7F: 3 clusters Score -182410.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -182559.500000 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -182559.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -182659.140625 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -182659.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -182706.281250 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -182706.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -182741.156250 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -182741.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -182779.984375 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -182780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -182813.125000 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -182813.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -182828.906250 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -182828.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -182840.000000 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -182840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -182848.890625 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -182848.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -182861.406250 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -182861.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -182876.750000 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -182876.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -182891.531250 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -182891.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -182902.703125 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -182902.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -182908.515625 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -182908.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -182913.984375 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -182914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -182915.093750 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -182915.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -182918.406250 Penalty: 3862.541504
	Iteration 24Q: 3 clusters Score -182918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -182924.171875 Penalty: 3862.541504
	Iteration 25Q: 3 clusters Score -182924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -182931.546875 Penalty: 3862.541504
	Iteration 26Q: 3 clusters Score -182931.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -182936.406250 Penalty: 3862.541504
	Iteration 27Q: 3 clusters Score -182936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -182945.703125 Penalty: 3862.541504
	Iteration 28Q: 3 clusters Score -182945.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -182951.406250 Penalty: 3862.541504
	Iteration 29Q: 3 clusters Score -182951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -182957.015625 Penalty: 3862.541504
	Iteration 30Q: 3 clusters Score -182957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -182958.000000 Penalty: 3862.541504
	Iteration 31Q: 3 clusters Score -182958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -182958.500000 Penalty: 3862.541504
	Iteration 32Q: 3 clusters Score -182958.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -182958.500000 Penalty: 3862.541504
	Iteration 33F: 3 clusters Score -182958.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Entering Unmasked Estep 
Score: -2047767.875000 Penalty: 2413.621338
	Iteration 0F: 2 clusters Score -2047768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2035648.125000 Penalty: 4827.242676
	Iteration 0F: 3 clusters Score -2035648 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2039606.125000 Penalty: 4827.242676
	Iteration 1F: 3 clusters Score -2039606 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2039985.750000 Penalty: 4827.242676
	Iteration 2F: 3 clusters Score -2039986 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2040312.000000 Penalty: 4827.242676
	Iteration 3Q: 3 clusters Score -2040312 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2040634.375000 Penalty: 4827.242676
	Iteration 4Q: 3 clusters Score -2040634 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2040901.500000 Penalty: 4827.242676
	Iteration 5Q: 3 clusters Score -2040902 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2041149.500000 Penalty: 4827.242676
	Iteration 6Q: 3 clusters Score -2041150 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2041386.250000 Penalty: 4827.242676
	Iteration 7Q: 3 clusters Score -2041386 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2041604.500000 Penalty: 4827.242676
	Iteration 8Q: 3 clusters Score -2041604 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2041864.250000 Penalty: 4827.242676
	Iteration 9Q: 3 clusters Score -2041864 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2042151.375000 Penalty: 4827.242676
	Iteration 10Q: 3 clusters Score -2042151 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2042486.500000 Penalty: 4827.242676
	Iteration 11Q: 3 clusters Score -2042486 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2042878.000000 Penalty: 4827.242676
	Iteration 12Q: 3 clusters Score -2042878 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2043366.500000 Penalty: 4827.242676
	Iteration 13Q: 3 clusters Score -2043366 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2043984.375000 Penalty: 4827.242676
	Iteration 14Q: 3 clusters Score -2043984 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2044620.750000 Penalty: 4827.242676
	Iteration 15Q: 3 clusters Score -2044621 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2045135.125000 Penalty: 4827.242676
	Iteration 16Q: 3 clusters Score -2045135 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2045414.625000 Penalty: 4827.242676
	Iteration 17Q: 3 clusters Score -2045415 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2045539.375000 Penalty: 4827.242676
	Iteration 18Q: 3 clusters Score -2045539 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2045584.250000 Penalty: 4827.242676
	Iteration 19Q: 3 clusters Score -2045584 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2045616.375000 Penalty: 4827.242676
	Iteration 20F: 3 clusters Score -2045616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2045638.875000 Penalty: 4827.242676
	Iteration 21Q: 3 clusters Score -2045639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2045652.000000 Penalty: 4827.242676
	Iteration 22Q: 3 clusters Score -2045652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2045647.625000 Penalty: 4827.242676
	Iteration 23Q: 3 clusters Score -2045648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2045659.125000 Penalty: 4827.242676
	Iteration 24Q: 3 clusters Score -2045659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2045662.750000 Penalty: 4827.242676
	Iteration 25Q: 3 clusters Score -2045663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2045667.250000 Penalty: 4827.242676
	Iteration 26Q: 3 clusters Score -2045667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2045665.125000 Penalty: 4827.242676
	Iteration 27Q: 3 clusters Score -2045665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2045668.250000 Penalty: 4827.242676
	Iteration 28Q: 3 clusters Score -2045668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2045671.250000 Penalty: 4827.242676
	Iteration 29Q: 3 clusters Score -2045671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2045673.375000 Penalty: 4827.242676
	Iteration 30Q: 3 clusters Score -2045673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2045673.250000 Penalty: 4827.242676
	Iteration 31Q: 3 clusters Score -2045673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2045674.750000 Penalty: 4827.242676
	Iteration 32Q: 3 clusters Score -2045675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2045676.750000 Penalty: 4827.242676
	Iteration 33Q: 3 clusters Score -2045677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2045676.750000 Penalty: 4827.242676
	Iteration 34Q: 3 clusters Score -2045677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2045676.875000 Penalty: 4827.242676
	Iteration 35Q: 3 clusters Score -2045677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2045676.500000 Penalty: 4827.242676
	Iteration 36Q: 3 clusters Score -2045676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2045675.625000 Penalty: 4827.242676
	Iteration 37Q: 3 clusters Score -2045676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2045674.750000 Penalty: 4827.242676
	Iteration 38Q: 3 clusters Score -2045675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2045674.500000 Penalty: 4827.242676
	Iteration 39Q: 3 clusters Score -2045674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2045673.375000 Penalty: 4827.242676
	Iteration 40F: 3 clusters Score -2045673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2045673.625000 Penalty: 4827.242676
	Iteration 41Q: 3 clusters Score -2045674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2045676.750000 Penalty: 4827.242676
	Iteration 42Q: 3 clusters Score -2045677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2045676.375000 Penalty: 4827.242676
	Iteration 43Q: 3 clusters Score -2045676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2045673.125000 Penalty: 4827.242676
	Iteration 44Q: 3 clusters Score -2045673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2045671.375000 Penalty: 4827.242676
	Iteration 45Q: 3 clusters Score -2045671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2045671.750000 Penalty: 4827.242676
	Iteration 46Q: 3 clusters Score -2045672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2045674.000000 Penalty: 4827.242676
	Iteration 47Q: 3 clusters Score -2045674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2045674.375000 Penalty: 4827.242676
	Iteration 48Q: 3 clusters Score -2045674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2045674.375000 Penalty: 4827.242676
	Iteration 49Q: 3 clusters Score -2045674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2045674.375000 Penalty: 4827.242676
	Iteration 50F: 3 clusters Score -2045674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -1192304.625000 Penalty: 2286.509277
	Iteration 0F: 2 clusters Score -1192305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1184654.375000 Penalty: 4573.018555
	Iteration 0F: 3 clusters Score -1184654 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1187072.250000 Penalty: 4573.018555
	Iteration 1F: 3 clusters Score -1187072 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1187563.500000 Penalty: 4573.018555
	Iteration 2F: 3 clusters Score -1187564 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1187981.125000 Penalty: 4573.018555
	Iteration 3F: 3 clusters Score -1187981 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1188416.500000 Penalty: 4573.018555
	Iteration 4F: 3 clusters Score -1188416 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1188851.250000 Penalty: 4573.018555
	Iteration 5F: 3 clusters Score -1188851 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1189241.375000 Penalty: 4573.018555
	Iteration 6F: 3 clusters Score -1189241 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1189559.875000 Penalty: 4573.018555
	Iteration 7Q: 3 clusters Score -1189560 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1189811.125000 Penalty: 4573.018555
	Iteration 8Q: 3 clusters Score -1189811 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1189984.375000 Penalty: 4573.018555
	Iteration 9Q: 3 clusters Score -1189984 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1190133.625000 Penalty: 4573.018555
	Iteration 10Q: 3 clusters Score -1190134 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1190246.625000 Penalty: 4573.018555
	Iteration 11Q: 3 clusters Score -1190247 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1190310.125000 Penalty: 4573.018555
	Iteration 12Q: 3 clusters Score -1190310 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1190362.125000 Penalty: 4573.018555
	Iteration 13Q: 3 clusters Score -1190362 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1190395.750000 Penalty: 4573.018555
	Iteration 14Q: 3 clusters Score -1190396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1190420.375000 Penalty: 4573.018555
	Iteration 15Q: 3 clusters Score -1190420 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1190441.750000 Penalty: 4573.018555
	Iteration 16Q: 3 clusters Score -1190442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1190465.500000 Penalty: 4573.018555
	Iteration 17Q: 3 clusters Score -1190466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1190480.125000 Penalty: 4573.018555
	Iteration 18Q: 3 clusters Score -1190480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1190496.125000 Penalty: 4573.018555
	Iteration 19Q: 3 clusters Score -1190496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1190506.000000 Penalty: 4573.018555
	Iteration 20F: 3 clusters Score -1190506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1190513.625000 Penalty: 4573.018555
	Iteration 21Q: 3 clusters Score -1190514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1190521.625000 Penalty: 4573.018555
	Iteration 22Q: 3 clusters Score -1190522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1190529.000000 Penalty: 4573.018555
	Iteration 23Q: 3 clusters Score -1190529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1190534.875000 Penalty: 4573.018555
	Iteration 24Q: 3 clusters Score -1190535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1190539.250000 Penalty: 4573.018555
	Iteration 25Q: 3 clusters Score -1190539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1190543.250000 Penalty: 4573.018555
	Iteration 26Q: 3 clusters Score -1190543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1190548.750000 Penalty: 4573.018555
	Iteration 27Q: 3 clusters Score -1190549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1190552.375000 Penalty: 4573.018555
	Iteration 28Q: 3 clusters Score -1190552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1190551.125000 Penalty: 4573.018555
	Iteration 29Q: 3 clusters Score -1190551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1190558.000000 Penalty: 4573.018555
	Iteration 30Q: 3 clusters Score -1190558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1190566.625000 Penalty: 4573.018555
	Iteration 31Q: 3 clusters Score -1190567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1190576.250000 Penalty: 4573.018555
	Iteration 32Q: 3 clusters Score -1190576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1190581.250000 Penalty: 4573.018555
	Iteration 33Q: 3 clusters Score -1190581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1190590.250000 Penalty: 4573.018555
	Iteration 34Q: 3 clusters Score -1190590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1190594.500000 Penalty: 4573.018555
	Iteration 35Q: 3 clusters Score -1190594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1190599.500000 Penalty: 4573.018555
	Iteration 36Q: 3 clusters Score -1190600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1190601.250000 Penalty: 4573.018555
	Iteration 37Q: 3 clusters Score -1190601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1190608.125000 Penalty: 4573.018555
	Iteration 38Q: 3 clusters Score -1190608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1190611.625000 Penalty: 4573.018555
	Iteration 39Q: 3 clusters Score -1190612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1190620.000000 Penalty: 4573.018555
	Iteration 40F: 3 clusters Score -1190620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1190624.625000 Penalty: 4573.018555
	Iteration 41Q: 3 clusters Score -1190625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1190628.250000 Penalty: 4573.018555
	Iteration 42Q: 3 clusters Score -1190628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1190633.500000 Penalty: 4573.018555
	Iteration 43Q: 3 clusters Score -1190634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1190635.750000 Penalty: 4573.018555
	Iteration 44Q: 3 clusters Score -1190636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1190638.375000 Penalty: 4573.018555
	Iteration 45Q: 3 clusters Score -1190638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1190640.875000 Penalty: 4573.018555
	Iteration 46Q: 3 clusters Score -1190641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1190640.625000 Penalty: 4573.018555
	Iteration 47Q: 3 clusters Score -1190641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1190646.500000 Penalty: 4573.018555
	Iteration 48Q: 3 clusters Score -1190646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1190647.000000 Penalty: 4573.018555
	Iteration 49Q: 3 clusters Score -1190647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1190648.750000 Penalty: 4573.018555
	Iteration 50Q: 3 clusters Score -1190649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1190646.375000 Penalty: 4573.018555
	Iteration 51Q: 3 clusters Score -1190646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1190648.125000 Penalty: 4573.018555
	Iteration 52Q: 3 clusters Score -1190648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1190648.000000 Penalty: 4573.018555
	Iteration 53Q: 3 clusters Score -1190648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1190650.625000 Penalty: 4573.018555
	Iteration 54Q: 3 clusters Score -1190651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1190650.875000 Penalty: 4573.018555
	Iteration 55Q: 3 clusters Score -1190651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1190652.250000 Penalty: 4573.018555
	Iteration 56Q: 3 clusters Score -1190652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1190657.625000 Penalty: 4573.018555
	Iteration 57Q: 3 clusters Score -1190658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1190658.875000 Penalty: 4573.018555
	Iteration 58Q: 3 clusters Score -1190659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1190661.250000 Penalty: 4573.018555
	Iteration 59Q: 3 clusters Score -1190661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1190665.500000 Penalty: 4573.018555
	Iteration 60F: 3 clusters Score -1190666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1190663.750000 Penalty: 4573.018555
	Iteration 61Q: 3 clusters Score -1190664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1190663.250000 Penalty: 4573.018555
	Iteration 62Q: 3 clusters Score -1190663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1190667.500000 Penalty: 4573.018555
	Iteration 63Q: 3 clusters Score -1190668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1190669.875000 Penalty: 4573.018555
	Iteration 64Q: 3 clusters Score -1190670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1190675.875000 Penalty: 4573.018555
	Iteration 65Q: 3 clusters Score -1190676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1190677.500000 Penalty: 4573.018555
	Iteration 66Q: 3 clusters Score -1190678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1190679.750000 Penalty: 4573.018555
	Iteration 67Q: 3 clusters Score -1190680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1190683.750000 Penalty: 4573.018555
	Iteration 68Q: 3 clusters Score -1190684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1190684.500000 Penalty: 4573.018555
	Iteration 69Q: 3 clusters Score -1190684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1190691.875000 Penalty: 4573.018555
	Iteration 70Q: 3 clusters Score -1190692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1190699.000000 Penalty: 4573.018555
	Iteration 71Q: 3 clusters Score -1190699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1190706.375000 Penalty: 4573.018555
	Iteration 72Q: 3 clusters Score -1190706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1190712.000000 Penalty: 4573.018555
	Iteration 73Q: 3 clusters Score -1190712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1190714.875000 Penalty: 4573.018555
	Iteration 74Q: 3 clusters Score -1190715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1190720.000000 Penalty: 4573.018555
	Iteration 75Q: 3 clusters Score -1190720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1190721.375000 Penalty: 4573.018555
	Iteration 76Q: 3 clusters Score -1190721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1190733.625000 Penalty: 4573.018555
	Iteration 77Q: 3 clusters Score -1190734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1190737.625000 Penalty: 4573.018555
	Iteration 78Q: 3 clusters Score -1190738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1190741.750000 Penalty: 4573.018555
	Iteration 79Q: 3 clusters Score -1190742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1190748.625000 Penalty: 4573.018555
	Iteration 80F: 3 clusters Score -1190749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1190752.125000 Penalty: 4573.018555
	Iteration 81Q: 3 clusters Score -1190752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1190759.750000 Penalty: 4573.018555
	Iteration 82Q: 3 clusters Score -1190760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1190759.875000 Penalty: 4573.018555
	Iteration 83Q: 3 clusters Score -1190760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1190764.500000 Penalty: 4573.018555
	Iteration 84Q: 3 clusters Score -1190764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1190763.125000 Penalty: 4573.018555
	Iteration 85Q: 3 clusters Score -1190763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1190767.750000 Penalty: 4573.018555
	Iteration 86Q: 3 clusters Score -1190768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1190770.750000 Penalty: 4573.018555
	Iteration 87Q: 3 clusters Score -1190771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1190775.750000 Penalty: 4573.018555
	Iteration 88Q: 3 clusters Score -1190776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1190779.125000 Penalty: 4573.018555
	Iteration 89Q: 3 clusters Score -1190779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1190785.250000 Penalty: 4573.018555
	Iteration 90Q: 3 clusters Score -1190785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1190785.375000 Penalty: 4573.018555
	Iteration 91Q: 3 clusters Score -1190785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1190786.500000 Penalty: 4573.018555
	Iteration 92Q: 3 clusters Score -1190786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1190787.500000 Penalty: 4573.018555
	Iteration 93Q: 3 clusters Score -1190788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1190788.125000 Penalty: 4573.018555
	Iteration 94Q: 3 clusters Score -1190788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1190789.625000 Penalty: 4573.018555
	Iteration 95Q: 3 clusters Score -1190790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1190791.125000 Penalty: 4573.018555
	Iteration 96Q: 3 clusters Score -1190791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1190793.750000 Penalty: 4573.018555
	Iteration 97Q: 3 clusters Score -1190794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1190796.375000 Penalty: 4573.018555
	Iteration 98Q: 3 clusters Score -1190796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1190799.125000 Penalty: 4573.018555
	Iteration 99Q: 3 clusters Score -1190799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1190801.625000 Penalty: 4573.018555
	Iteration 100F: 3 clusters Score -1190802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1190803.500000 Penalty: 4573.018555
	Iteration 101Q: 3 clusters Score -1190804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1190807.375000 Penalty: 4573.018555
	Iteration 102Q: 3 clusters Score -1190807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1190810.250000 Penalty: 4573.018555
	Iteration 103Q: 3 clusters Score -1190810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1190812.000000 Penalty: 4573.018555
	Iteration 104Q: 3 clusters Score -1190812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1190816.500000 Penalty: 4573.018555
	Iteration 105Q: 3 clusters Score -1190816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1190817.125000 Penalty: 4573.018555
	Iteration 106Q: 3 clusters Score -1190817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1190819.375000 Penalty: 4573.018555
	Iteration 107Q: 3 clusters Score -1190819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1190819.500000 Penalty: 4573.018555
	Iteration 108Q: 3 clusters Score -1190820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1190818.250000 Penalty: 4573.018555
	Iteration 109Q: 3 clusters Score -1190818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1190818.125000 Penalty: 4573.018555
	Iteration 110Q: 3 clusters Score -1190818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1190818.375000 Penalty: 4573.018555
	Iteration 111Q: 3 clusters Score -1190818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1190819.250000 Penalty: 4573.018555
	Iteration 112Q: 3 clusters Score -1190819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1190822.500000 Penalty: 4573.018555
	Iteration 113Q: 3 clusters Score -1190822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1190821.625000 Penalty: 4573.018555
	Iteration 114Q: 3 clusters Score -1190822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1190822.250000 Penalty: 4573.018555
	Iteration 115Q: 3 clusters Score -1190822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1190823.625000 Penalty: 4573.018555
	Iteration 116Q: 3 clusters Score -1190824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1190823.375000 Penalty: 4573.018555
	Iteration 117Q: 3 clusters Score -1190823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1190823.875000 Penalty: 4573.018555
	Iteration 118Q: 3 clusters Score -1190824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1190823.875000 Penalty: 4573.018555
	Iteration 119F: 3 clusters Score -1190824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Entering Unmasked Estep 
Score: -1023721.562500 Penalty: 2240.215332
	Iteration 0F: 2 clusters Score -1023722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1017039.750000 Penalty: 4480.430664
	Iteration 0F: 3 clusters Score -1017040 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1018905.250000 Penalty: 4480.430664
	Iteration 1F: 3 clusters Score -1018905 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1019208.750000 Penalty: 4480.430664
	Iteration 2F: 3 clusters Score -1019209 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1019418.875000 Penalty: 4480.430664
	Iteration 3F: 3 clusters Score -1019419 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1019551.812500 Penalty: 4480.430664
	Iteration 4Q: 3 clusters Score -1019552 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1019662.312500 Penalty: 4480.430664
	Iteration 5Q: 3 clusters Score -1019662 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1019784.312500 Penalty: 4480.430664
	Iteration 6Q: 3 clusters Score -1019784 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1019918.250000 Penalty: 4480.430664
	Iteration 7Q: 3 clusters Score -1019918 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1020047.750000 Penalty: 4480.430664
	Iteration 8Q: 3 clusters Score -1020048 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1020178.187500 Penalty: 4480.430664
	Iteration 9Q: 3 clusters Score -1020178 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1020345.687500 Penalty: 4480.430664
	Iteration 10Q: 3 clusters Score -1020346 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1020528.375000 Penalty: 4480.430664
	Iteration 11Q: 3 clusters Score -1020528 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1020725.375000 Penalty: 4480.430664
	Iteration 12Q: 3 clusters Score -1020725 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1020908.000000 Penalty: 4480.430664
	Iteration 13Q: 3 clusters Score -1020908 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1021077.000000 Penalty: 4480.430664
	Iteration 14Q: 3 clusters Score -1021077 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1021233.312500 Penalty: 4480.430664
	Iteration 15Q: 3 clusters Score -1021233 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1021353.750000 Penalty: 4480.430664
	Iteration 16Q: 3 clusters Score -1021354 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1021439.937500 Penalty: 4480.430664
	Iteration 17Q: 3 clusters Score -1021440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1021519.437500 Penalty: 4480.430664
	Iteration 18Q: 3 clusters Score -1021519 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1021566.875000 Penalty: 4480.430664
	Iteration 19Q: 3 clusters Score -1021567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1021604.125000 Penalty: 4480.430664
	Iteration 20F: 3 clusters Score -1021604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1021646.687500 Penalty: 4480.430664
	Iteration 21Q: 3 clusters Score -1021647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1021669.500000 Penalty: 4480.430664
	Iteration 22Q: 3 clusters Score -1021670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1021687.750000 Penalty: 4480.430664
	Iteration 23Q: 3 clusters Score -1021688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1021701.687500 Penalty: 4480.430664
	Iteration 24Q: 3 clusters Score -1021702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1021719.000000 Penalty: 4480.430664
	Iteration 25Q: 3 clusters Score -1021719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1021730.250000 Penalty: 4480.430664
	Iteration 26Q: 3 clusters Score -1021730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1021739.437500 Penalty: 4480.430664
	Iteration 27Q: 3 clusters Score -1021739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1021744.812500 Penalty: 4480.430664
	Iteration 28Q: 3 clusters Score -1021745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1021745.187500 Penalty: 4480.430664
	Iteration 29Q: 3 clusters Score -1021745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1021747.000000 Penalty: 4480.430664
	Iteration 30Q: 3 clusters Score -1021747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1021747.500000 Penalty: 4480.430664
	Iteration 31Q: 3 clusters Score -1021748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1021751.437500 Penalty: 4480.430664
	Iteration 32Q: 3 clusters Score -1021751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1021752.812500 Penalty: 4480.430664
	Iteration 33Q: 3 clusters Score -1021753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1021756.937500 Penalty: 4480.430664
	Iteration 34Q: 3 clusters Score -1021757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1021760.312500 Penalty: 4480.430664
	Iteration 35Q: 3 clusters Score -1021760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1021761.937500 Penalty: 4480.430664
	Iteration 36Q: 3 clusters Score -1021762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1021761.312500 Penalty: 4480.430664
	Iteration 37Q: 3 clusters Score -1021761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1021761.312500 Penalty: 4480.430664
	Iteration 38F: 3 clusters Score -1021761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Entering Unmasked Estep 
Score: -592306.625000 Penalty: 2105.220703
	Iteration 0F: 2 clusters Score -592306.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -587896.125000 Penalty: 4210.441406
	Iteration 0F: 3 clusters Score -587896.1 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -588973.750000 Penalty: 4210.441406
	Iteration 1F: 3 clusters Score -588973.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -589182.562500 Penalty: 4210.441406
	Iteration 2F: 3 clusters Score -589182.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -589342.000000 Penalty: 4210.441406
	Iteration 3F: 3 clusters Score -589342 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -589444.062500 Penalty: 4210.441406
	Iteration 4Q: 3 clusters Score -589444.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -589516.437500 Penalty: 4210.441406
	Iteration 5Q: 3 clusters Score -589516.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -589571.000000 Penalty: 4210.441406
	Iteration 6Q: 3 clusters Score -589571 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -589616.500000 Penalty: 4210.441406
	Iteration 7Q: 3 clusters Score -589616.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -589657.750000 Penalty: 4210.441406
	Iteration 8Q: 3 clusters Score -589657.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -589712.500000 Penalty: 4210.441406
	Iteration 9Q: 3 clusters Score -589712.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -589779.500000 Penalty: 4210.441406
	Iteration 10Q: 3 clusters Score -589779.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -589841.000000 Penalty: 4210.441406
	Iteration 11Q: 3 clusters Score -589841 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -589888.750000 Penalty: 4210.441406
	Iteration 12Q: 3 clusters Score -589888.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -589933.812500 Penalty: 4210.441406
	Iteration 13Q: 3 clusters Score -589933.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -589974.750000 Penalty: 4210.441406
	Iteration 14Q: 3 clusters Score -589974.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -590005.562500 Penalty: 4210.441406
	Iteration 15Q: 3 clusters Score -590005.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -590037.437500 Penalty: 4210.441406
	Iteration 16Q: 3 clusters Score -590037.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -590061.312500 Penalty: 4210.441406
	Iteration 17Q: 3 clusters Score -590061.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -590090.687500 Penalty: 4210.441406
	Iteration 18Q: 3 clusters Score -590090.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -590110.625000 Penalty: 4210.441406
	Iteration 19Q: 3 clusters Score -590110.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -590130.125000 Penalty: 4210.441406
	Iteration 20F: 3 clusters Score -590130.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -590153.812500 Penalty: 4210.441406
	Iteration 21Q: 3 clusters Score -590153.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -590175.812500 Penalty: 4210.441406
	Iteration 22Q: 3 clusters Score -590175.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -590201.250000 Penalty: 4210.441406
	Iteration 23Q: 3 clusters Score -590201.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -590225.250000 Penalty: 4210.441406
	Iteration 24Q: 3 clusters Score -590225.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -590242.375000 Penalty: 4210.441406
	Iteration 25Q: 3 clusters Score -590242.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -590260.437500 Penalty: 4210.441406
	Iteration 26Q: 3 clusters Score -590260.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -590271.250000 Penalty: 4210.441406
	Iteration 27Q: 3 clusters Score -590271.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -590280.437500 Penalty: 4210.441406
	Iteration 28Q: 3 clusters Score -590280.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -590291.000000 Penalty: 4210.441406
	Iteration 29Q: 3 clusters Score -590291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -590301.937500 Penalty: 4210.441406
	Iteration 30Q: 3 clusters Score -590301.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -590309.437500 Penalty: 4210.441406
	Iteration 31Q: 3 clusters Score -590309.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -590314.750000 Penalty: 4210.441406
	Iteration 32Q: 3 clusters Score -590314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -590321.062500 Penalty: 4210.441406
	Iteration 33Q: 3 clusters Score -590321.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -590326.312500 Penalty: 4210.441406
	Iteration 34Q: 3 clusters Score -590326.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -590330.062500 Penalty: 4210.441406
	Iteration 35Q: 3 clusters Score -590330.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -590336.812500 Penalty: 4210.441406
	Iteration 36Q: 3 clusters Score -590336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -590342.500000 Penalty: 4210.441406
	Iteration 37Q: 3 clusters Score -590342.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -590344.812500 Penalty: 4210.441406
	Iteration 38Q: 3 clusters Score -590344.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -590349.062500 Penalty: 4210.441406
	Iteration 39Q: 3 clusters Score -590349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -590350.250000 Penalty: 4210.441406
	Iteration 40F: 3 clusters Score -590350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -590355.937500 Penalty: 4210.441406
	Iteration 41Q: 3 clusters Score -590355.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -590361.250000 Penalty: 4210.441406
	Iteration 42Q: 3 clusters Score -590361.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -590369.187500 Penalty: 4210.441406
	Iteration 43Q: 3 clusters Score -590369.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -590375.687500 Penalty: 4210.441406
	Iteration 44Q: 3 clusters Score -590375.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -590383.812500 Penalty: 4210.441406
	Iteration 45Q: 3 clusters Score -590383.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -590389.875000 Penalty: 4210.441406
	Iteration 46Q: 3 clusters Score -590389.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -590393.312500 Penalty: 4210.441406
	Iteration 47Q: 3 clusters Score -590393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -590394.562500 Penalty: 4210.441406
	Iteration 48Q: 3 clusters Score -590394.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -590397.562500 Penalty: 4210.441406
	Iteration 49Q: 3 clusters Score -590397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -590402.187500 Penalty: 4210.441406
	Iteration 50Q: 3 clusters Score -590402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -590408.125000 Penalty: 4210.441406
	Iteration 51Q: 3 clusters Score -590408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -590415.937500 Penalty: 4210.441406
	Iteration 52Q: 3 clusters Score -590415.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -590420.500000 Penalty: 4210.441406
	Iteration 53Q: 3 clusters Score -590420.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -590428.375000 Penalty: 4210.441406
	Iteration 54Q: 3 clusters Score -590428.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -590435.687500 Penalty: 4210.441406
	Iteration 55Q: 3 clusters Score -590435.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -590439.937500 Penalty: 4210.441406
	Iteration 56Q: 3 clusters Score -590439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -590442.625000 Penalty: 4210.441406
	Iteration 57Q: 3 clusters Score -590442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -590443.875000 Penalty: 4210.441406
	Iteration 58Q: 3 clusters Score -590443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -590443.437500 Penalty: 4210.441406
	Iteration 59Q: 3 clusters Score -590443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -590443.437500 Penalty: 4210.441406
	Iteration 60F: 3 clusters Score -590443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -322734.531250 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -322734.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -319671.312500 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -319671.3 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -320214.468750 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -320214.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -320365.250000 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -320365.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -320444.625000 Penalty: 3918.347900
	Iteration 3Q: 3 clusters Score -320444.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -320504.843750 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -320504.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -320550.093750 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -320550.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -320598.906250 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -320598.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -320635.406250 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -320635.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -320672.218750 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -320672.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -320712.250000 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -320712.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -320742.375000 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -320742.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -320763.937500 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -320763.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -320794.468750 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -320794.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -320821.000000 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -320821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -320844.062500 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -320844.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -320864.531250 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -320864.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -320881.843750 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -320881.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -320899.125000 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -320899.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -320912.062500 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -320912.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -320917.250000 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -320917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -320923.125000 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -320923.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -320931.218750 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -320931.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -320940.687500 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -320940.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -320948.062500 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -320948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -320951.531250 Penalty: 3918.347900
	Iteration 24Q: 3 clusters Score -320951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -320956.437500 Penalty: 3918.347900
	Iteration 25Q: 3 clusters Score -320956.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -320959.812500 Penalty: 3918.347900
	Iteration 26Q: 3 clusters Score -320959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -320964.687500 Penalty: 3918.347900
	Iteration 27Q: 3 clusters Score -320964.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -320971.593750 Penalty: 3918.347900
	Iteration 28Q: 3 clusters Score -320971.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -320976.468750 Penalty: 3918.347900
	Iteration 29Q: 3 clusters Score -320976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -320979.156250 Penalty: 3918.347900
	Iteration 30Q: 3 clusters Score -320979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -320981.250000 Penalty: 3918.347900
	Iteration 31Q: 3 clusters Score -320981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -320982.937500 Penalty: 3918.347900
	Iteration 32Q: 3 clusters Score -320982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -320984.406250 Penalty: 3918.347900
	Iteration 33Q: 3 clusters Score -320984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -320984.406250 Penalty: 3918.347900
	Iteration 34Q: 3 clusters Score -320984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -320984.281250 Penalty: 3918.347900
	Iteration 35Q: 3 clusters Score -320984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -320985.875000 Penalty: 3918.347900
	Iteration 36Q: 3 clusters Score -320985.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -320986.937500 Penalty: 3918.347900
	Iteration 37Q: 3 clusters Score -320986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -320989.500000 Penalty: 3918.347900
	Iteration 38Q: 3 clusters Score -320989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -320992.312500 Penalty: 3918.347900
	Iteration 39Q: 3 clusters Score -320992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -320993.156250 Penalty: 3918.347900
	Iteration 40F: 3 clusters Score -320993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -320997.218750 Penalty: 3918.347900
	Iteration 41Q: 3 clusters Score -320997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -321001.000000 Penalty: 3918.347900
	Iteration 42Q: 3 clusters Score -321001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -321002.968750 Penalty: 3918.347900
	Iteration 43Q: 3 clusters Score -321003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -321003.781250 Penalty: 3918.347900
	Iteration 44Q: 3 clusters Score -321003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -321004.000000 Penalty: 3918.347900
	Iteration 45Q: 3 clusters Score -321004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -321004.000000 Penalty: 3918.347900
	Iteration 46F: 3 clusters Score -321004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Entering Unmasked Estep 
Score: -1002531.500000 Penalty: 2239.829834
	Iteration 0F: 2 clusters Score -1002532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -995947.750000 Penalty: 4479.659668
	Iteration 0F: 3 clusters Score -995947.8 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -997786.500000 Penalty: 4479.659668
	Iteration 1F: 3 clusters Score -997786.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -998115.875000 Penalty: 4479.659668
	Iteration 2F: 3 clusters Score -998115.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -998330.625000 Penalty: 4479.659668
	Iteration 3F: 3 clusters Score -998330.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -998503.625000 Penalty: 4479.659668
	Iteration 4Q: 3 clusters Score -998503.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -998672.250000 Penalty: 4479.659668
	Iteration 5Q: 3 clusters Score -998672.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -998815.812500 Penalty: 4479.659668
	Iteration 6Q: 3 clusters Score -998815.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -998939.187500 Penalty: 4479.659668
	Iteration 7Q: 3 clusters Score -998939.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -999056.937500 Penalty: 4479.659668
	Iteration 8Q: 3 clusters Score -999056.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -999195.250000 Penalty: 4479.659668
	Iteration 9Q: 3 clusters Score -999195.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -999360.375000 Penalty: 4479.659668
	Iteration 10Q: 3 clusters Score -999360.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -999551.187500 Penalty: 4479.659668
	Iteration 11Q: 3 clusters Score -999551.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -999734.812500 Penalty: 4479.659668
	Iteration 12Q: 3 clusters Score -999734.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -999934.437500 Penalty: 4479.659668
	Iteration 13Q: 3 clusters Score -999934.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1000137.625000 Penalty: 4479.659668
	Iteration 14Q: 3 clusters Score -1000138 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1000332.500000 Penalty: 4479.659668
	Iteration 15Q: 3 clusters Score -1000332 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1000504.437500 Penalty: 4479.659668
	Iteration 16Q: 3 clusters Score -1000504 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1000666.562500 Penalty: 4479.659668
	Iteration 17Q: 3 clusters Score -1000667 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1000791.250000 Penalty: 4479.659668
	Iteration 18Q: 3 clusters Score -1000791 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1000879.375000 Penalty: 4479.659668
	Iteration 19Q: 3 clusters Score -1000879 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1000930.125000 Penalty: 4479.659668
	Iteration 20F: 3 clusters Score -1000930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1000966.312500 Penalty: 4479.659668
	Iteration 21Q: 3 clusters Score -1000966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1000983.312500 Penalty: 4479.659668
	Iteration 22Q: 3 clusters Score -1000983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1000989.437500 Penalty: 4479.659668
	Iteration 23Q: 3 clusters Score -1000989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1000994.375000 Penalty: 4479.659668
	Iteration 24Q: 3 clusters Score -1000994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1000996.750000 Penalty: 4479.659668
	Iteration 25Q: 3 clusters Score -1000997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1000996.750000 Penalty: 4479.659668
	Iteration 26Q: 3 clusters Score -1000997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1000998.500000 Penalty: 4479.659668
	Iteration 27Q: 3 clusters Score -1000998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1000999.187500 Penalty: 4479.659668
	Iteration 28Q: 3 clusters Score -1000999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1000999.187500 Penalty: 4479.659668
	Iteration 29F: 3 clusters Score -1000999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -340732.906250 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -340732.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -337552.218750 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -337552.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -338162.812500 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -338162.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -338319.218750 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -338319.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -338417.812500 Penalty: 3943.274414
	Iteration 3Q: 3 clusters Score -338417.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -338483.406250 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -338483.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -338520.562500 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -338520.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -338553.656250 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -338553.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -338587.062500 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -338587.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -338616.562500 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -338616.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -338653.250000 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -338653.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -338690.687500 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -338690.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -338721.625000 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -338721.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -338744.375000 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -338744.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -338763.593750 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -338763.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -338778.968750 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -338779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -338787.812500 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -338787.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -338792.625000 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -338792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -338795.937500 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -338795.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -338804.437500 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -338804.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -338810.062500 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -338810.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -338812.531250 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -338812.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -338818.531250 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -338818.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -338822.843750 Penalty: 3943.274414
	Iteration 22Q: 3 clusters Score -338822.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -338828.906250 Penalty: 3943.274414
	Iteration 23Q: 3 clusters Score -338828.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -338833.968750 Penalty: 3943.274414
	Iteration 24Q: 3 clusters Score -338834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -338846.750000 Penalty: 3943.274414
	Iteration 25Q: 3 clusters Score -338846.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -338861.968750 Penalty: 3943.274414
	Iteration 26Q: 3 clusters Score -338862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -338876.687500 Penalty: 3943.274414
	Iteration 27Q: 3 clusters Score -338876.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -338894.437500 Penalty: 3943.274414
	Iteration 28Q: 3 clusters Score -338894.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -338912.031250 Penalty: 3943.274414
	Iteration 29Q: 3 clusters Score -338912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -338924.281250 Penalty: 3943.274414
	Iteration 30Q: 3 clusters Score -338924.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -338939.687500 Penalty: 3943.274414
	Iteration 31Q: 3 clusters Score -338939.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -338951.375000 Penalty: 3943.274414
	Iteration 32Q: 3 clusters Score -338951.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -338958.625000 Penalty: 3943.274414
	Iteration 33Q: 3 clusters Score -338958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -338961.718750 Penalty: 3943.274414
	Iteration 34Q: 3 clusters Score -338961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -338962.625000 Penalty: 3943.274414
	Iteration 35Q: 3 clusters Score -338962.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -338965.562500 Penalty: 3943.274414
	Iteration 36Q: 3 clusters Score -338965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -338971.250000 Penalty: 3943.274414
	Iteration 37Q: 3 clusters Score -338971.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -338983.781250 Penalty: 3943.274414
	Iteration 38Q: 3 clusters Score -338983.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -338992.281250 Penalty: 3943.274414
	Iteration 39Q: 3 clusters Score -338992.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -338998.281250 Penalty: 3943.274414
	Iteration 40F: 3 clusters Score -338998.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -339002.812500 Penalty: 3943.274414
	Iteration 41Q: 3 clusters Score -339002.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -339006.562500 Penalty: 3943.274414
	Iteration 42Q: 3 clusters Score -339006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -339008.406250 Penalty: 3943.274414
	Iteration 43Q: 3 clusters Score -339008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -339009.125000 Penalty: 3943.274414
	Iteration 44Q: 3 clusters Score -339009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -339009.906250 Penalty: 3943.274414
	Iteration 45Q: 3 clusters Score -339009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -339009.906250 Penalty: 3943.274414
	Iteration 46F: 3 clusters Score -339009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Entering Unmasked Estep 
Score: -537231.625000 Penalty: 2081.348877
	Iteration 0F: 2 clusters Score -537231.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -533058.937500 Penalty: 4162.697754
	Iteration 0F: 3 clusters Score -533058.9 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -533999.312500 Penalty: 4162.697754
	Iteration 1F: 3 clusters Score -533999.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -534225.812500 Penalty: 4162.697754
	Iteration 2F: 3 clusters Score -534225.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -534363.937500 Penalty: 4162.697754
	Iteration 3F: 3 clusters Score -534363.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -534475.875000 Penalty: 4162.697754
	Iteration 4Q: 3 clusters Score -534475.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -534579.562500 Penalty: 4162.697754
	Iteration 5Q: 3 clusters Score -534579.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -534654.437500 Penalty: 4162.697754
	Iteration 6Q: 3 clusters Score -534654.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -534713.312500 Penalty: 4162.697754
	Iteration 7Q: 3 clusters Score -534713.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -534771.562500 Penalty: 4162.697754
	Iteration 8Q: 3 clusters Score -534771.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -534823.562500 Penalty: 4162.697754
	Iteration 9Q: 3 clusters Score -534823.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -534858.937500 Penalty: 4162.697754
	Iteration 10Q: 3 clusters Score -534858.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -534883.562500 Penalty: 4162.697754
	Iteration 11Q: 3 clusters Score -534883.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -534913.875000 Penalty: 4162.697754
	Iteration 12Q: 3 clusters Score -534913.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -534943.437500 Penalty: 4162.697754
	Iteration 13Q: 3 clusters Score -534943.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -534968.937500 Penalty: 4162.697754
	Iteration 14Q: 3 clusters Score -534968.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -534991.687500 Penalty: 4162.697754
	Iteration 15Q: 3 clusters Score -534991.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -535022.437500 Penalty: 4162.697754
	Iteration 16Q: 3 clusters Score -535022.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -535051.500000 Penalty: 4162.697754
	Iteration 17Q: 3 clusters Score -535051.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -535076.625000 Penalty: 4162.697754
	Iteration 18Q: 3 clusters Score -535076.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -535107.437500 Penalty: 4162.697754
	Iteration 19Q: 3 clusters Score -535107.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -535148.625000 Penalty: 4162.697754
	Iteration 20F: 3 clusters Score -535148.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -535180.062500 Penalty: 4162.697754
	Iteration 21Q: 3 clusters Score -535180.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -535210.437500 Penalty: 4162.697754
	Iteration 22Q: 3 clusters Score -535210.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -535241.312500 Penalty: 4162.697754
	Iteration 23Q: 3 clusters Score -535241.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -535274.375000 Penalty: 4162.697754
	Iteration 24Q: 3 clusters Score -535274.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -535299.125000 Penalty: 4162.697754
	Iteration 25Q: 3 clusters Score -535299.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -535320.312500 Penalty: 4162.697754
	Iteration 26Q: 3 clusters Score -535320.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -535349.875000 Penalty: 4162.697754
	Iteration 27Q: 3 clusters Score -535349.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -535381.437500 Penalty: 4162.697754
	Iteration 28Q: 3 clusters Score -535381.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -535409.187500 Penalty: 4162.697754
	Iteration 29Q: 3 clusters Score -535409.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -535442.375000 Penalty: 4162.697754
	Iteration 30Q: 3 clusters Score -535442.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -535476.750000 Penalty: 4162.697754
	Iteration 31Q: 3 clusters Score -535476.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -535507.250000 Penalty: 4162.697754
	Iteration 32Q: 3 clusters Score -535507.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -535531.312500 Penalty: 4162.697754
	Iteration 33Q: 3 clusters Score -535531.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -535544.687500 Penalty: 4162.697754
	Iteration 34Q: 3 clusters Score -535544.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -535557.000000 Penalty: 4162.697754
	Iteration 35Q: 3 clusters Score -535557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -535570.625000 Penalty: 4162.697754
	Iteration 36Q: 3 clusters Score -535570.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -535593.125000 Penalty: 4162.697754
	Iteration 37Q: 3 clusters Score -535593.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -535608.937500 Penalty: 4162.697754
	Iteration 38Q: 3 clusters Score -535608.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -535618.937500 Penalty: 4162.697754
	Iteration 39Q: 3 clusters Score -535618.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -535628.812500 Penalty: 4162.697754
	Iteration 40F: 3 clusters Score -535628.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -535631.500000 Penalty: 4162.697754
	Iteration 41Q: 3 clusters Score -535631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -535633.250000 Penalty: 4162.697754
	Iteration 42Q: 3 clusters Score -535633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -535634.250000 Penalty: 4162.697754
	Iteration 43Q: 3 clusters Score -535634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -535634.125000 Penalty: 4162.697754
	Iteration 44Q: 3 clusters Score -535634.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -535636.625000 Penalty: 4162.697754
	Iteration 45Q: 3 clusters Score -535636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -535638.562500 Penalty: 4162.697754
	Iteration 46Q: 3 clusters Score -535638.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -535640.562500 Penalty: 4162.697754
	Iteration 47Q: 3 clusters Score -535640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -535640.000000 Penalty: 4162.697754
	Iteration 48Q: 3 clusters Score -535640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -535640.875000 Penalty: 4162.697754
	Iteration 49Q: 3 clusters Score -535640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -535641.937500 Penalty: 4162.697754
	Iteration 50Q: 3 clusters Score -535641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -535642.062500 Penalty: 4162.697754
	Iteration 51Q: 3 clusters Score -535642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -535643.625000 Penalty: 4162.697754
	Iteration 52Q: 3 clusters Score -535643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -535646.312500 Penalty: 4162.697754
	Iteration 53Q: 3 clusters Score -535646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -535647.250000 Penalty: 4162.697754
	Iteration 54Q: 3 clusters Score -535647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -535647.250000 Penalty: 4162.697754
	Iteration 55F: 3 clusters Score -535647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -586752.000000 Penalty: 2103.941895
	Iteration 0F: 2 clusters Score -586752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -582345.375000 Penalty: 4207.883789
	Iteration 0F: 3 clusters Score -582345.4 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -583371.375000 Penalty: 4207.883789
	Iteration 1F: 3 clusters Score -583371.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -583587.625000 Penalty: 4207.883789
	Iteration 2F: 3 clusters Score -583587.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -583737.187500 Penalty: 4207.883789
	Iteration 3F: 3 clusters Score -583737.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -583849.125000 Penalty: 4207.883789
	Iteration 4Q: 3 clusters Score -583849.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -583952.687500 Penalty: 4207.883789
	Iteration 5Q: 3 clusters Score -583952.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -584063.687500 Penalty: 4207.883789
	Iteration 6Q: 3 clusters Score -584063.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -584193.125000 Penalty: 4207.883789
	Iteration 7Q: 3 clusters Score -584193.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -584311.625000 Penalty: 4207.883789
	Iteration 8Q: 3 clusters Score -584311.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -584414.000000 Penalty: 4207.883789
	Iteration 9Q: 3 clusters Score -584414 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -584495.687500 Penalty: 4207.883789
	Iteration 10Q: 3 clusters Score -584495.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -584555.000000 Penalty: 4207.883789
	Iteration 11Q: 3 clusters Score -584555 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -584612.062500 Penalty: 4207.883789
	Iteration 12Q: 3 clusters Score -584612.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -584672.250000 Penalty: 4207.883789
	Iteration 13Q: 3 clusters Score -584672.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -584732.062500 Penalty: 4207.883789
	Iteration 14Q: 3 clusters Score -584732.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -584778.187500 Penalty: 4207.883789
	Iteration 15Q: 3 clusters Score -584778.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -584818.437500 Penalty: 4207.883789
	Iteration 16Q: 3 clusters Score -584818.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -584857.625000 Penalty: 4207.883789
	Iteration 17Q: 3 clusters Score -584857.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -584890.062500 Penalty: 4207.883789
	Iteration 18Q: 3 clusters Score -584890.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -584923.562500 Penalty: 4207.883789
	Iteration 19Q: 3 clusters Score -584923.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -584956.375000 Penalty: 4207.883789
	Iteration 20F: 3 clusters Score -584956.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -584994.250000 Penalty: 4207.883789
	Iteration 21Q: 3 clusters Score -584994.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -585027.125000 Penalty: 4207.883789
	Iteration 22Q: 3 clusters Score -585027.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -585054.562500 Penalty: 4207.883789
	Iteration 23Q: 3 clusters Score -585054.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -585093.812500 Penalty: 4207.883789
	Iteration 24Q: 3 clusters Score -585093.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -585127.187500 Penalty: 4207.883789
	Iteration 25Q: 3 clusters Score -585127.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -585162.062500 Penalty: 4207.883789
	Iteration 26Q: 3 clusters Score -585162.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -585193.375000 Penalty: 4207.883789
	Iteration 27Q: 3 clusters Score -585193.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -585219.437500 Penalty: 4207.883789
	Iteration 28Q: 3 clusters Score -585219.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -585257.812500 Penalty: 4207.883789
	Iteration 29Q: 3 clusters Score -585257.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -585285.812500 Penalty: 4207.883789
	Iteration 30Q: 3 clusters Score -585285.8 nChanged 25
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: -585305.937500 Penalty: 4207.883789
	Iteration 31Q: 3 clusters Score -585305.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -585327.000000 Penalty: 4207.883789
	Iteration 32Q: 3 clusters Score -585327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -585336.375000 Penalty: 4207.883789
	Iteration 33Q: 3 clusters Score -585336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -585341.687500 Penalty: 4207.883789
	Iteration 34Q: 3 clusters Score -585341.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -585345.000000 Penalty: 4207.883789
	Iteration 35Q: 3 clusters Score -585345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -585349.125000 Penalty: 4207.883789
	Iteration 36Q: 3 clusters Score -585349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -585352.687500 Penalty: 4207.883789
	Iteration 37Q: 3 clusters Score -585352.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -585353.375000 Penalty: 4207.883789
	Iteration 38Q: 3 clusters Score -585353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -585358.000000 Penalty: 4207.883789
	Iteration 39Q: 3 clusters Score -585358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -585361.562500 Penalty: 4207.883789
	Iteration 40F: 3 clusters Score -585361.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -585366.187500 Penalty: 4207.883789
	Iteration 41Q: 3 clusters Score -585366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -585368.187500 Penalty: 4207.883789
	Iteration 42Q: 3 clusters Score -585368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -585371.125000 Penalty: 4207.883789
	Iteration 43Q: 3 clusters Score -585371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -585373.250000 Penalty: 4207.883789
	Iteration 44Q: 3 clusters Score -585373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -585376.062500 Penalty: 4207.883789
	Iteration 45Q: 3 clusters Score -585376.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -585378.375000 Penalty: 4207.883789
	Iteration 46Q: 3 clusters Score -585378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -585379.250000 Penalty: 4207.883789
	Iteration 47Q: 3 clusters Score -585379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -585378.375000 Penalty: 4207.883789
	Iteration 48Q: 3 clusters Score -585378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -585379.062500 Penalty: 4207.883789
	Iteration 49Q: 3 clusters Score -585379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -585379.250000 Penalty: 4207.883789
	Iteration 50Q: 3 clusters Score -585379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -585379.812500 Penalty: 4207.883789
	Iteration 51Q: 3 clusters Score -585379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -585379.812500 Penalty: 4207.883789
	Iteration 52F: 3 clusters Score -585379.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -545600.500000 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -545600.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -541453.437500 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -541453.4 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -542425.125000 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -542425.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -542653.062500 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -542653.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -542786.062500 Penalty: 4172.158691
	Iteration 3F: 3 clusters Score -542786.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -542866.312500 Penalty: 4172.158691
	Iteration 4Q: 3 clusters Score -542866.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -542936.750000 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -542936.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -543005.937500 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -543005.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -543070.312500 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -543070.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -543130.625000 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -543130.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -543197.687500 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -543197.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -543267.687500 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -543267.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -543335.125000 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -543335.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -543403.250000 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -543403.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -543469.437500 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -543469.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -543520.437500 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -543520.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -543567.375000 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -543567.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -543615.437500 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -543615.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -543654.312500 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -543654.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -543676.875000 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -543676.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -543690.312500 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -543690.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -543703.250000 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -543703.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -543713.062500 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -543713.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -543725.312500 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -543725.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -543741.687500 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -543741.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -543758.812500 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -543758.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -543771.687500 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -543771.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -543790.437500 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -543790.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -543799.187500 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -543799.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -543814.500000 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -543814.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -543820.625000 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -543820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -543825.812500 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -543825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -543828.125000 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -543828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -543831.312500 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -543831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -543834.625000 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -543834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -543835.687500 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -543835.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -543836.312500 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -543836.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -543839.437500 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -543839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -543844.875000 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -543844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -543847.625000 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -543847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -543849.750000 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -543849.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -543849.750000 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -543849.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Entering Unmasked Estep 
Score: -3619243.250000 Penalty: 2558.989746
	Iteration 0F: 2 clusters Score -3619243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3598617.000000 Penalty: 5117.979492
	Iteration 0F: 3 clusters Score -3598617 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3605807.000000 Penalty: 5117.979492
	Iteration 1F: 3 clusters Score -3605807 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3606414.500000 Penalty: 5117.979492
	Iteration 2F: 3 clusters Score -3606414 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3606960.250000 Penalty: 5117.979492
	Iteration 3Q: 3 clusters Score -3606960 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3607603.500000 Penalty: 5117.979492
	Iteration 4Q: 3 clusters Score -3607604 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3608455.750000 Penalty: 5117.979492
	Iteration 5F: 3 clusters Score -3608456 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3609588.250000 Penalty: 5117.979492
	Iteration 6F: 3 clusters Score -3609588 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3611022.000000 Penalty: 5117.979492
	Iteration 7F: 3 clusters Score -3611022 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3612712.000000 Penalty: 5117.979492
	Iteration 8F: 3 clusters Score -3612712 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3614237.750000 Penalty: 5117.979492
	Iteration 9F: 3 clusters Score -3614238 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3615388.250000 Penalty: 5117.979492
	Iteration 10Q: 3 clusters Score -3615388 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3616036.500000 Penalty: 5117.979492
	Iteration 11Q: 3 clusters Score -3616036 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3616431.500000 Penalty: 5117.979492
	Iteration 12Q: 3 clusters Score -3616432 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3616654.750000 Penalty: 5117.979492
	Iteration 13Q: 3 clusters Score -3616655 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3616782.250000 Penalty: 5117.979492
	Iteration 14Q: 3 clusters Score -3616782 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3616881.250000 Penalty: 5117.979492
	Iteration 15Q: 3 clusters Score -3616881 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3616955.500000 Penalty: 5117.979492
	Iteration 16Q: 3 clusters Score -3616956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3616990.250000 Penalty: 5117.979492
	Iteration 17Q: 3 clusters Score -3616990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3617025.000000 Penalty: 5117.979492
	Iteration 18Q: 3 clusters Score -3617025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3617056.500000 Penalty: 5117.979492
	Iteration 19Q: 3 clusters Score -3617056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3617065.000000 Penalty: 5117.979492
	Iteration 20F: 3 clusters Score -3617065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3617079.250000 Penalty: 5117.979492
	Iteration 21Q: 3 clusters Score -3617079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3617096.250000 Penalty: 5117.979492
	Iteration 22Q: 3 clusters Score -3617096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3617105.250000 Penalty: 5117.979492
	Iteration 23Q: 3 clusters Score -3617105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3617115.250000 Penalty: 5117.979492
	Iteration 24Q: 3 clusters Score -3617115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3617127.250000 Penalty: 5117.979492
	Iteration 25Q: 3 clusters Score -3617127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3617137.750000 Penalty: 5117.979492
	Iteration 26Q: 3 clusters Score -3617138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3617138.250000 Penalty: 5117.979492
	Iteration 27Q: 3 clusters Score -3617138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3617139.500000 Penalty: 5117.979492
	Iteration 28Q: 3 clusters Score -3617140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3617143.250000 Penalty: 5117.979492
	Iteration 29Q: 3 clusters Score -3617143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3617143.750000 Penalty: 5117.979492
	Iteration 30Q: 3 clusters Score -3617144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3617153.250000 Penalty: 5117.979492
	Iteration 31Q: 3 clusters Score -3617153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3617155.750000 Penalty: 5117.979492
	Iteration 32Q: 3 clusters Score -3617156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3617164.250000 Penalty: 5117.979492
	Iteration 33Q: 3 clusters Score -3617164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3617163.250000 Penalty: 5117.979492
	Iteration 34Q: 3 clusters Score -3617163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3617165.000000 Penalty: 5117.979492
	Iteration 35Q: 3 clusters Score -3617165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3617166.750000 Penalty: 5117.979492
	Iteration 36Q: 3 clusters Score -3617167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3617166.750000 Penalty: 5117.979492
	Iteration 37F: 3 clusters Score -3617167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13166 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8893 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7109 members 
Mstep: Class 9 contains 10900 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 12560 members 
Mstep: Class 12 contains 8349 members 
Mstep: Class 13 contains 25680 members 
Mstep: Class 14 contains 27054 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13313 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16854 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4835 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711948.000000 Penalty: 113205.929688
Iteration 239Q: 37 clusters Score -3.571195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8897 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7109 members 
Mstep: Class 9 contains 10900 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 12559 members 
Mstep: Class 12 contains 8351 members 
Mstep: Class 13 contains 25684 members 
Mstep: Class 14 contains 27050 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16854 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4833 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711984.000000 Penalty: 113205.929688
Iteration 240F: 37 clusters Score -3.571198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13161 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7107 members 
Mstep: Class 9 contains 10901 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12558 members 
Mstep: Class 12 contains 8354 members 
Mstep: Class 13 contains 25685 members 
Mstep: Class 14 contains 27045 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13312 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16854 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2836 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4832 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711984.000000 Penalty: 113205.929688
Iteration 241Q: 37 clusters Score -3.571198e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13160 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7104 members 
Mstep: Class 9 contains 10902 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 8357 members 
Mstep: Class 13 contains 25693 members 
Mstep: Class 14 contains 27039 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13313 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16854 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4831 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711976.000000 Penalty: 113205.929688
Iteration 242Q: 37 clusters Score -3.571198e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 13160 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8910 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7100 members 
Mstep: Class 9 contains 10906 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12544 members 
Mstep: Class 12 contains 8358 members 
Mstep: Class 13 contains 25705 members 
Mstep: Class 14 contains 27028 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16852 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2834 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4831 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711996.000000 Penalty: 113205.929688
Iteration 243Q: 37 clusters Score -3.5712e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 13159 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8915 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7100 members 
Mstep: Class 9 contains 10910 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12533 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25711 members 
Mstep: Class 14 contains 27016 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16848 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8365 members 
Mstep: Class 32 contains 2833 members 
Mstep: Class 33 contains 4414 members 
Mstep: Class 34 contains 4831 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711988.000000 Penalty: 113205.929688
Iteration 244Q: 37 clusters Score -3.571199e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13160 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8920 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7099 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12525 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25720 members 
Mstep: Class 14 contains 27004 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13779 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13317 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16847 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2833 members 
Mstep: Class 33 contains 4415 members 
Mstep: Class 34 contains 4831 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712016.000000 Penalty: 113205.929688
Iteration 245Q: 37 clusters Score -3.571202e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13161 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7098 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12521 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25725 members 
Mstep: Class 14 contains 26994 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13778 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13319 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16846 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2833 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4829 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712016.000000 Penalty: 113205.929688
Iteration 246Q: 37 clusters Score -3.571202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8925 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7098 members 
Mstep: Class 9 contains 10912 members 
Mstep: Class 10 contains 4495 members 
Mstep: Class 11 contains 12519 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25730 members 
Mstep: Class 14 contains 26983 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13777 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16845 members 
Mstep: Class 27 contains 10093 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2832 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4828 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712008.000000 Penalty: 113205.929688
Iteration 247Q: 37 clusters Score -3.571201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7097 members 
Mstep: Class 9 contains 10913 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 12516 members 
Mstep: Class 12 contains 8358 members 
Mstep: Class 13 contains 25739 members 
Mstep: Class 14 contains 26977 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16845 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2831 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4826 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711980.000000 Penalty: 113205.929688
Iteration 248Q: 37 clusters Score -3.571198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7097 members 
Mstep: Class 9 contains 10913 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 12512 members 
Mstep: Class 12 contains 8359 members 
Mstep: Class 13 contains 25748 members 
Mstep: Class 14 contains 26974 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16844 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2831 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4824 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712040.000000 Penalty: 113205.929688
Iteration 249Q: 37 clusters Score -3.571204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8927 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7097 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12510 members 
Mstep: Class 12 contains 8359 members 
Mstep: Class 13 contains 25757 members 
Mstep: Class 14 contains 26967 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6387 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16843 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2831 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712028.000000 Penalty: 113205.929688
Iteration 250Q: 37 clusters Score -3.571203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13166 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8927 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 12510 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25761 members 
Mstep: Class 14 contains 26962 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16843 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712036.000000 Penalty: 113205.929688
Iteration 251Q: 37 clusters Score -3.571204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13166 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8929 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 12509 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25763 members 
Mstep: Class 14 contains 26954 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16843 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712012.000000 Penalty: 113205.929688
Iteration 252Q: 37 clusters Score -3.571201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13165 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8930 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 12509 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25764 members 
Mstep: Class 14 contains 26952 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13321 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16841 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712016.000000 Penalty: 113205.929688
Iteration 253Q: 37 clusters Score -3.571202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8932 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 10915 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 12508 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25766 members 
Mstep: Class 14 contains 26951 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16840 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711996.000000 Penalty: 113205.929688
Iteration 254Q: 37 clusters Score -3.5712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8936 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 12505 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25767 members 
Mstep: Class 14 contains 26949 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16840 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8363 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4823 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712024.000000 Penalty: 113205.929688
Iteration 255Q: 37 clusters Score -3.571202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8940 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 10917 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12502 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25769 members 
Mstep: Class 14 contains 26947 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13319 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16840 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4822 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712000.000000 Penalty: 113205.929688
Iteration 256Q: 37 clusters Score -3.5712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8941 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7094 members 
Mstep: Class 9 contains 10918 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12500 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25773 members 
Mstep: Class 14 contains 26946 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13319 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16840 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4820 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712000.000000 Penalty: 113205.929688
Iteration 257Q: 37 clusters Score -3.5712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8942 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7093 members 
Mstep: Class 9 contains 10918 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12499 members 
Mstep: Class 12 contains 8360 members 
Mstep: Class 13 contains 25774 members 
Mstep: Class 14 contains 26946 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13319 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5888 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16841 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4819 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711980.000000 Penalty: 113205.929688
Iteration 258Q: 37 clusters Score -3.571198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8942 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10918 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12500 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 25775 members 
Mstep: Class 14 contains 26944 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16840 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4815 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712008.000000 Penalty: 113205.929688
Iteration 259Q: 37 clusters Score -3.571201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10918 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12499 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 25774 members 
Mstep: Class 14 contains 26941 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5887 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16839 members 
Mstep: Class 27 contains 10094 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 4860 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4813 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712000.000000 Penalty: 113205.929688
Iteration 260F: 37 clusters Score -3.5712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10919 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 25774 members 
Mstep: Class 14 contains 26938 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16839 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 4861 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4811 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712000.000000 Penalty: 113205.929688
Iteration 261Q: 37 clusters Score -3.5712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10920 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 8362 members 
Mstep: Class 13 contains 25775 members 
Mstep: Class 14 contains 26938 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16839 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8376 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4809 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711996.000000 Penalty: 113205.929688
Iteration 262Q: 37 clusters Score -3.5712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10921 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 25777 members 
Mstep: Class 14 contains 26937 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4808 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712016.000000 Penalty: 113205.929688
Iteration 263Q: 37 clusters Score -3.571202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10921 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 8361 members 
Mstep: Class 13 contains 25780 members 
Mstep: Class 14 contains 26934 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4807 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712000.000000 Penalty: 113205.929688
Iteration 264Q: 37 clusters Score -3.5712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10921 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 8363 members 
Mstep: Class 13 contains 25784 members 
Mstep: Class 14 contains 26931 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4803 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712004.000000 Penalty: 113205.929688
Iteration 265Q: 37 clusters Score -3.5712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10922 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 8366 members 
Mstep: Class 13 contains 25787 members 
Mstep: Class 14 contains 26930 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13319 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3166 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4799 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711988.000000 Penalty: 113205.929688
Iteration 266Q: 37 clusters Score -3.571199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4211 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 8368 members 
Mstep: Class 13 contains 25789 members 
Mstep: Class 14 contains 26927 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13319 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3164 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711988.000000 Penalty: 113205.929688
Iteration 267Q: 37 clusters Score -3.571199e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4212 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12496 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 25795 members 
Mstep: Class 14 contains 26924 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3163 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8373 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711980.000000 Penalty: 113205.929688
Iteration 268Q: 37 clusters Score -3.571198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4212 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12496 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 25796 members 
Mstep: Class 14 contains 26922 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8373 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711996.000000 Penalty: 113205.929688
Iteration 269Q: 37 clusters Score -3.5712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4213 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12496 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 25796 members 
Mstep: Class 14 contains 26922 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8373 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712004.000000 Penalty: 113205.929688
Iteration 270Q: 37 clusters Score -3.5712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4214 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12496 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 25796 members 
Mstep: Class 14 contains 26922 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8373 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712008.000000 Penalty: 113205.929688
Iteration 271Q: 37 clusters Score -3.571201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4217 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12496 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 25796 members 
Mstep: Class 14 contains 26922 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8373 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712012.000000 Penalty: 113205.929688
Iteration 272Q: 37 clusters Score -3.571201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4218 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12496 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 25796 members 
Mstep: Class 14 contains 26922 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8373 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711988.000000 Penalty: 113205.929688
Iteration 273Q: 37 clusters Score -3.571199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13164 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 2913 members 
Mstep: Class 5 contains 8944 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 4218 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 10923 members 
Mstep: Class 10 contains 4492 members 
Mstep: Class 11 contains 12496 members 
Mstep: Class 12 contains 8367 members 
Mstep: Class 13 contains 25796 members 
Mstep: Class 14 contains 26922 members 
Mstep: Class 15 contains 6241 members 
Mstep: Class 16 contains 5610 members 
Mstep: Class 17 contains 13776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 13320 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 2410 members 
Mstep: Class 26 contains 16838 members 
Mstep: Class 27 contains 10095 members 
Mstep: Class 28 contains 8373 members 
Mstep: Class 29 contains 4862 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 8364 members 
Mstep: Class 32 contains 2830 members 
Mstep: Class 33 contains 4416 members 
Mstep: Class 34 contains 4798 members 
Mstep: Class 35 contains 4499 members 
Mstep: Class 36 contains 30346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711988.000000 Penalty: 113205.929688
Iteration 274F: 37 clusters Score -3.571199e+07 nChanged 0
Entering ConstructFrom: 
Score: -35711988.000000 Penalty: 113205.929688
Entering ConstructFrom: 
Trying to split cluster 1 (11309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Entering Unmasked Estep 
Score: -1357345.625000 Penalty: 2314.671875
	Iteration 0F: 2 clusters Score -1357346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1348865.250000 Penalty: 4629.343750
	Iteration 0F: 3 clusters Score -1348865 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1351296.750000 Penalty: 4629.343750
	Iteration 1F: 3 clusters Score -1351297 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1351637.750000 Penalty: 4629.343750
	Iteration 2F: 3 clusters Score -1351638 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1351917.750000 Penalty: 4629.343750
	Iteration 3F: 3 clusters Score -1351918 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1352184.875000 Penalty: 4629.343750
	Iteration 4Q: 3 clusters Score -1352185 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1352437.750000 Penalty: 4629.343750
	Iteration 5Q: 3 clusters Score -1352438 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1352696.125000 Penalty: 4629.343750
	Iteration 6Q: 3 clusters Score -1352696 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1352948.250000 Penalty: 4629.343750
	Iteration 7Q: 3 clusters Score -1352948 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1353183.500000 Penalty: 4629.343750
	Iteration 8Q: 3 clusters Score -1353184 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1353400.250000 Penalty: 4629.343750
	Iteration 9Q: 3 clusters Score -1353400 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1353627.000000 Penalty: 4629.343750
	Iteration 10Q: 3 clusters Score -1353627 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1353898.375000 Penalty: 4629.343750
	Iteration 11Q: 3 clusters Score -1353898 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1354223.750000 Penalty: 4629.343750
	Iteration 12Q: 3 clusters Score -1354224 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1354594.375000 Penalty: 4629.343750
	Iteration 13Q: 3 clusters Score -1354594 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1354995.750000 Penalty: 4629.343750
	Iteration 14Q: 3 clusters Score -1354996 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1355348.500000 Penalty: 4629.343750
	Iteration 15Q: 3 clusters Score -1355348 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1355666.500000 Penalty: 4629.343750
	Iteration 16Q: 3 clusters Score -1355666 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1356002.375000 Penalty: 4629.343750
	Iteration 17Q: 3 clusters Score -1356002 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1356247.875000 Penalty: 4629.343750
	Iteration 18Q: 3 clusters Score -1356248 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1356400.875000 Penalty: 4629.343750
	Iteration 19Q: 3 clusters Score -1356401 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1356538.750000 Penalty: 4629.343750
	Iteration 20F: 3 clusters Score -1356539 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1356679.000000 Penalty: 4629.343750
	Iteration 21Q: 3 clusters Score -1356679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1356791.875000 Penalty: 4629.343750
	Iteration 22Q: 3 clusters Score -1356792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1356935.125000 Penalty: 4629.343750
	Iteration 23Q: 3 clusters Score -1356935 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1357029.875000 Penalty: 4629.343750
	Iteration 24Q: 3 clusters Score -1357030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1357097.250000 Penalty: 4629.343750
	Iteration 25Q: 3 clusters Score -1357097 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1357130.875000 Penalty: 4629.343750
	Iteration 26Q: 3 clusters Score -1357131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1357142.500000 Penalty: 4629.343750
	Iteration 27Q: 3 clusters Score -1357142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1357154.500000 Penalty: 4629.343750
	Iteration 28Q: 3 clusters Score -1357154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1357158.500000 Penalty: 4629.343750
	Iteration 29Q: 3 clusters Score -1357158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1357162.875000 Penalty: 4629.343750
	Iteration 30Q: 3 clusters Score -1357163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1357168.000000 Penalty: 4629.343750
	Iteration 31Q: 3 clusters Score -1357168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1357172.125000 Penalty: 4629.343750
	Iteration 32Q: 3 clusters Score -1357172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1357172.875000 Penalty: 4629.343750
	Iteration 33Q: 3 clusters Score -1357173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1357174.000000 Penalty: 4629.343750
	Iteration 34Q: 3 clusters Score -1357174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1357175.625000 Penalty: 4629.343750
	Iteration 35Q: 3 clusters Score -1357176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1357176.375000 Penalty: 4629.343750
	Iteration 36Q: 3 clusters Score -1357176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1357176.375000 Penalty: 4629.343750
	Iteration 37F: 3 clusters Score -1357176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Entering Unmasked Estep 
Score: -1439631.250000 Penalty: 2352.339844
	Iteration 0F: 2 clusters Score -1439631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1430017.375000 Penalty: 4704.679688
	Iteration 0F: 3 clusters Score -1430017 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1433329.750000 Penalty: 4704.679688
	Iteration 1F: 3 clusters Score -1433330 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1433893.125000 Penalty: 4704.679688
	Iteration 2F: 3 clusters Score -1433893 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1434369.000000 Penalty: 4704.679688
	Iteration 3F: 3 clusters Score -1434369 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1434824.000000 Penalty: 4704.679688
	Iteration 4F: 3 clusters Score -1434824 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1435244.625000 Penalty: 4704.679688
	Iteration 5F: 3 clusters Score -1435245 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1435686.250000 Penalty: 4704.679688
	Iteration 6F: 3 clusters Score -1435686 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1436040.250000 Penalty: 4704.679688
	Iteration 7Q: 3 clusters Score -1436040 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1436303.625000 Penalty: 4704.679688
	Iteration 8Q: 3 clusters Score -1436304 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1436517.750000 Penalty: 4704.679688
	Iteration 9Q: 3 clusters Score -1436518 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1436689.875000 Penalty: 4704.679688
	Iteration 10Q: 3 clusters Score -1436690 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1436817.500000 Penalty: 4704.679688
	Iteration 11Q: 3 clusters Score -1436818 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1436910.125000 Penalty: 4704.679688
	Iteration 12Q: 3 clusters Score -1436910 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1436974.750000 Penalty: 4704.679688
	Iteration 13Q: 3 clusters Score -1436975 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1437027.625000 Penalty: 4704.679688
	Iteration 14Q: 3 clusters Score -1437028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1437074.750000 Penalty: 4704.679688
	Iteration 15Q: 3 clusters Score -1437075 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1437120.375000 Penalty: 4704.679688
	Iteration 16Q: 3 clusters Score -1437120 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1437161.000000 Penalty: 4704.679688
	Iteration 17Q: 3 clusters Score -1437161 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1437196.375000 Penalty: 4704.679688
	Iteration 18Q: 3 clusters Score -1437196 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1437237.500000 Penalty: 4704.679688
	Iteration 19Q: 3 clusters Score -1437238 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1437292.875000 Penalty: 4704.679688
	Iteration 20F: 3 clusters Score -1437293 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1437351.875000 Penalty: 4704.679688
	Iteration 21Q: 3 clusters Score -1437352 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1437411.625000 Penalty: 4704.679688
	Iteration 22Q: 3 clusters Score -1437412 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1437461.625000 Penalty: 4704.679688
	Iteration 23Q: 3 clusters Score -1437462 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1437509.625000 Penalty: 4704.679688
	Iteration 24Q: 3 clusters Score -1437510 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1437559.625000 Penalty: 4704.679688
	Iteration 25Q: 3 clusters Score -1437560 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1437604.375000 Penalty: 4704.679688
	Iteration 26Q: 3 clusters Score -1437604 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1437655.125000 Penalty: 4704.679688
	Iteration 27Q: 3 clusters Score -1437655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1437688.375000 Penalty: 4704.679688
	Iteration 28Q: 3 clusters Score -1437688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1437712.500000 Penalty: 4704.679688
	Iteration 29Q: 3 clusters Score -1437712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1437737.750000 Penalty: 4704.679688
	Iteration 30Q: 3 clusters Score -1437738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1437752.875000 Penalty: 4704.679688
	Iteration 31Q: 3 clusters Score -1437753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1437771.875000 Penalty: 4704.679688
	Iteration 32Q: 3 clusters Score -1437772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1437792.000000 Penalty: 4704.679688
	Iteration 33Q: 3 clusters Score -1437792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1437798.625000 Penalty: 4704.679688
	Iteration 34Q: 3 clusters Score -1437799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1437806.125000 Penalty: 4704.679688
	Iteration 35Q: 3 clusters Score -1437806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1437818.500000 Penalty: 4704.679688
	Iteration 36Q: 3 clusters Score -1437818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1437824.375000 Penalty: 4704.679688
	Iteration 37Q: 3 clusters Score -1437824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1437826.875000 Penalty: 4704.679688
	Iteration 38Q: 3 clusters Score -1437827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1437833.500000 Penalty: 4704.679688
	Iteration 39Q: 3 clusters Score -1437834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1437836.625000 Penalty: 4704.679688
	Iteration 40F: 3 clusters Score -1437837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1437837.875000 Penalty: 4704.679688
	Iteration 41Q: 3 clusters Score -1437838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1437843.625000 Penalty: 4704.679688
	Iteration 42Q: 3 clusters Score -1437844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1437847.500000 Penalty: 4704.679688
	Iteration 43Q: 3 clusters Score -1437848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1437852.000000 Penalty: 4704.679688
	Iteration 44Q: 3 clusters Score -1437852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1437861.125000 Penalty: 4704.679688
	Iteration 45Q: 3 clusters Score -1437861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1437857.750000 Penalty: 4704.679688
	Iteration 46Q: 3 clusters Score -1437858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1437858.750000 Penalty: 4704.679688
	Iteration 47Q: 3 clusters Score -1437859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1437862.750000 Penalty: 4704.679688
	Iteration 48Q: 3 clusters Score -1437863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1437867.375000 Penalty: 4704.679688
	Iteration 49Q: 3 clusters Score -1437867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1437866.875000 Penalty: 4704.679688
	Iteration 50Q: 3 clusters Score -1437867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1437870.250000 Penalty: 4704.679688
	Iteration 51Q: 3 clusters Score -1437870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1437870.625000 Penalty: 4704.679688
	Iteration 52Q: 3 clusters Score -1437871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1437868.875000 Penalty: 4704.679688
	Iteration 53Q: 3 clusters Score -1437869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1437874.875000 Penalty: 4704.679688
	Iteration 54Q: 3 clusters Score -1437875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1437874.625000 Penalty: 4704.679688
	Iteration 55Q: 3 clusters Score -1437875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1437877.500000 Penalty: 4704.679688
	Iteration 56Q: 3 clusters Score -1437878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1437878.000000 Penalty: 4704.679688
	Iteration 57Q: 3 clusters Score -1437878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1437881.000000 Penalty: 4704.679688
	Iteration 58Q: 3 clusters Score -1437881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1437880.125000 Penalty: 4704.679688
	Iteration 59Q: 3 clusters Score -1437880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1437887.000000 Penalty: 4704.679688
	Iteration 60F: 3 clusters Score -1437887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1437884.875000 Penalty: 4704.679688
	Iteration 61Q: 3 clusters Score -1437885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1437884.125000 Penalty: 4704.679688
	Iteration 62Q: 3 clusters Score -1437884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1437887.000000 Penalty: 4704.679688
	Iteration 63Q: 3 clusters Score -1437887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1437888.750000 Penalty: 4704.679688
	Iteration 64Q: 3 clusters Score -1437889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1437891.375000 Penalty: 4704.679688
	Iteration 65Q: 3 clusters Score -1437891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1437891.500000 Penalty: 4704.679688
	Iteration 66Q: 3 clusters Score -1437892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1437891.000000 Penalty: 4704.679688
	Iteration 67Q: 3 clusters Score -1437891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1437890.875000 Penalty: 4704.679688
	Iteration 68Q: 3 clusters Score -1437891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1437889.250000 Penalty: 4704.679688
	Iteration 69Q: 3 clusters Score -1437889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1437889.750000 Penalty: 4704.679688
	Iteration 70Q: 3 clusters Score -1437890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1437889.750000 Penalty: 4704.679688
	Iteration 71F: 3 clusters Score -1437890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -199220.718750 Penalty: 1842.668335
	Iteration 0F: 2 clusters Score -199220.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -196790.859375 Penalty: 3685.336670
	Iteration 0F: 3 clusters Score -196790.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -197190.562500 Penalty: 3685.336670
	Iteration 1F: 3 clusters Score -197190.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -197309.859375 Penalty: 3685.336670
	Iteration 2F: 3 clusters Score -197309.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -197378.671875 Penalty: 3685.336670
	Iteration 3Q: 3 clusters Score -197378.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -197407.156250 Penalty: 3685.336670
	Iteration 4Q: 3 clusters Score -197407.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -197422.734375 Penalty: 3685.336670
	Iteration 5Q: 3 clusters Score -197422.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -197434.593750 Penalty: 3685.336670
	Iteration 6Q: 3 clusters Score -197434.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -197444.546875 Penalty: 3685.336670
	Iteration 7Q: 3 clusters Score -197444.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -197454.796875 Penalty: 3685.336670
	Iteration 8Q: 3 clusters Score -197454.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -197465.359375 Penalty: 3685.336670
	Iteration 9Q: 3 clusters Score -197465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -197478.078125 Penalty: 3685.336670
	Iteration 10Q: 3 clusters Score -197478.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -197484.343750 Penalty: 3685.336670
	Iteration 11Q: 3 clusters Score -197484.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -197491.687500 Penalty: 3685.336670
	Iteration 12Q: 3 clusters Score -197491.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -197500.765625 Penalty: 3685.336670
	Iteration 13Q: 3 clusters Score -197500.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -197505.843750 Penalty: 3685.336670
	Iteration 14Q: 3 clusters Score -197505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -197508.828125 Penalty: 3685.336670
	Iteration 15Q: 3 clusters Score -197508.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -197510.843750 Penalty: 3685.336670
	Iteration 16Q: 3 clusters Score -197510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -197511.406250 Penalty: 3685.336670
	Iteration 17Q: 3 clusters Score -197511.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -197511.937500 Penalty: 3685.336670
	Iteration 18Q: 3 clusters Score -197511.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -197511.937500 Penalty: 3685.336670
	Iteration 19F: 3 clusters Score -197511.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Entering Unmasked Estep 
Score: -315337.875000 Penalty: 1978.280762
	Iteration 0F: 2 clusters Score -315337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -312188.187500 Penalty: 3956.561523
	Iteration 0F: 3 clusters Score -312188.2 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -312831.593750 Penalty: 3956.561523
	Iteration 1F: 3 clusters Score -312831.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -312987.968750 Penalty: 3956.561523
	Iteration 2F: 3 clusters Score -312988 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -313070.468750 Penalty: 3956.561523
	Iteration 3Q: 3 clusters Score -313070.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -313167.250000 Penalty: 3956.561523
	Iteration 4Q: 3 clusters Score -313167.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -313270.187500 Penalty: 3956.561523
	Iteration 5Q: 3 clusters Score -313270.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -313387.593750 Penalty: 3956.561523
	Iteration 6Q: 3 clusters Score -313387.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -313548.781250 Penalty: 3956.561523
	Iteration 7Q: 3 clusters Score -313548.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -313789.687500 Penalty: 3956.561523
	Iteration 8F: 3 clusters Score -313789.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -314079.500000 Penalty: 3956.561523
	Iteration 9F: 3 clusters Score -314079.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -314291.437500 Penalty: 3956.561523
	Iteration 10F: 3 clusters Score -314291.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -314437.906250 Penalty: 3956.561523
	Iteration 11Q: 3 clusters Score -314437.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -314541.781250 Penalty: 3956.561523
	Iteration 12Q: 3 clusters Score -314541.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -314606.656250 Penalty: 3956.561523
	Iteration 13Q: 3 clusters Score -314606.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -314638.218750 Penalty: 3956.561523
	Iteration 14Q: 3 clusters Score -314638.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -314656.093750 Penalty: 3956.561523
	Iteration 15Q: 3 clusters Score -314656.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -314664.531250 Penalty: 3956.561523
	Iteration 16Q: 3 clusters Score -314664.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -314669.375000 Penalty: 3956.561523
	Iteration 17Q: 3 clusters Score -314669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -314672.531250 Penalty: 3956.561523
	Iteration 18Q: 3 clusters Score -314672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -314673.968750 Penalty: 3956.561523
	Iteration 19Q: 3 clusters Score -314674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -314676.531250 Penalty: 3956.561523
	Iteration 20F: 3 clusters Score -314676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -314677.250000 Penalty: 3956.561523
	Iteration 21Q: 3 clusters Score -314677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -314678.687500 Penalty: 3956.561523
	Iteration 22Q: 3 clusters Score -314678.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -314679.750000 Penalty: 3956.561523
	Iteration 23Q: 3 clusters Score -314679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -314680.875000 Penalty: 3956.561523
	Iteration 24Q: 3 clusters Score -314680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -314680.875000 Penalty: 3956.561523
	Iteration 25F: 3 clusters Score -314680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Entering Unmasked Estep 
Score: -967834.937500 Penalty: 2256.487061
	Iteration 0F: 2 clusters Score -967834.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -960974.187500 Penalty: 4512.974121
	Iteration 0F: 3 clusters Score -960974.2 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -963273.312500 Penalty: 4512.974121
	Iteration 1F: 3 clusters Score -963273.3 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -963800.187500 Penalty: 4512.974121
	Iteration 2F: 3 clusters Score -963800.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -964171.750000 Penalty: 4512.974121
	Iteration 3F: 3 clusters Score -964171.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -964434.625000 Penalty: 4512.974121
	Iteration 4F: 3 clusters Score -964434.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -964725.000000 Penalty: 4512.974121
	Iteration 5Q: 3 clusters Score -964725 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -964985.375000 Penalty: 4512.974121
	Iteration 6Q: 3 clusters Score -964985.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -965174.437500 Penalty: 4512.974121
	Iteration 7Q: 3 clusters Score -965174.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -965318.187500 Penalty: 4512.974121
	Iteration 8Q: 3 clusters Score -965318.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -965412.062500 Penalty: 4512.974121
	Iteration 9Q: 3 clusters Score -965412.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -965488.375000 Penalty: 4512.974121
	Iteration 10Q: 3 clusters Score -965488.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -965542.562500 Penalty: 4512.974121
	Iteration 11Q: 3 clusters Score -965542.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -965586.312500 Penalty: 4512.974121
	Iteration 12Q: 3 clusters Score -965586.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -965626.437500 Penalty: 4512.974121
	Iteration 13Q: 3 clusters Score -965626.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -965666.250000 Penalty: 4512.974121
	Iteration 14Q: 3 clusters Score -965666.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -965695.500000 Penalty: 4512.974121
	Iteration 15Q: 3 clusters Score -965695.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -965714.500000 Penalty: 4512.974121
	Iteration 16Q: 3 clusters Score -965714.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -965734.187500 Penalty: 4512.974121
	Iteration 17Q: 3 clusters Score -965734.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -965753.125000 Penalty: 4512.974121
	Iteration 18Q: 3 clusters Score -965753.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -965771.062500 Penalty: 4512.974121
	Iteration 19Q: 3 clusters Score -965771.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -965780.812500 Penalty: 4512.974121
	Iteration 20F: 3 clusters Score -965780.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -965793.125000 Penalty: 4512.974121
	Iteration 21Q: 3 clusters Score -965793.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -965803.250000 Penalty: 4512.974121
	Iteration 22Q: 3 clusters Score -965803.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -965807.875000 Penalty: 4512.974121
	Iteration 23Q: 3 clusters Score -965807.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -965813.000000 Penalty: 4512.974121
	Iteration 24Q: 3 clusters Score -965813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -965817.500000 Penalty: 4512.974121
	Iteration 25Q: 3 clusters Score -965817.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -965822.312500 Penalty: 4512.974121
	Iteration 26Q: 3 clusters Score -965822.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -965824.437500 Penalty: 4512.974121
	Iteration 27Q: 3 clusters Score -965824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -965825.687500 Penalty: 4512.974121
	Iteration 28Q: 3 clusters Score -965825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -965824.062500 Penalty: 4512.974121
	Iteration 29Q: 3 clusters Score -965824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -965825.062500 Penalty: 4512.974121
	Iteration 30Q: 3 clusters Score -965825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -965827.437500 Penalty: 4512.974121
	Iteration 31Q: 3 clusters Score -965827.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -965828.187500 Penalty: 4512.974121
	Iteration 32Q: 3 clusters Score -965828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -965829.062500 Penalty: 4512.974121
	Iteration 33Q: 3 clusters Score -965829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -965829.062500 Penalty: 4512.974121
	Iteration 34F: 3 clusters Score -965829.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -773988.125000 Penalty: 2181.266846
	Iteration 0F: 2 clusters Score -773988.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -768481.437500 Penalty: 4362.533691
	Iteration 0F: 3 clusters Score -768481.4 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -770132.437500 Penalty: 4362.533691
	Iteration 1F: 3 clusters Score -770132.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -770679.062500 Penalty: 4362.533691
	Iteration 2F: 3 clusters Score -770679.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -771310.437500 Penalty: 4362.533691
	Iteration 3F: 3 clusters Score -771310.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -771971.687500 Penalty: 4362.533691
	Iteration 4F: 3 clusters Score -771971.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -772465.562500 Penalty: 4362.533691
	Iteration 5F: 3 clusters Score -772465.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -772829.375000 Penalty: 4362.533691
	Iteration 6F: 3 clusters Score -772829.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -773097.625000 Penalty: 4362.533691
	Iteration 7Q: 3 clusters Score -773097.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -773304.312500 Penalty: 4362.533691
	Iteration 8Q: 3 clusters Score -773304.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -773453.312500 Penalty: 4362.533691
	Iteration 9Q: 3 clusters Score -773453.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -773573.687500 Penalty: 4362.533691
	Iteration 10Q: 3 clusters Score -773573.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -773668.750000 Penalty: 4362.533691
	Iteration 11Q: 3 clusters Score -773668.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -773759.062500 Penalty: 4362.533691
	Iteration 12Q: 3 clusters Score -773759.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -773808.187500 Penalty: 4362.533691
	Iteration 13Q: 3 clusters Score -773808.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -773843.062500 Penalty: 4362.533691
	Iteration 14Q: 3 clusters Score -773843.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -773860.375000 Penalty: 4362.533691
	Iteration 15Q: 3 clusters Score -773860.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -773867.687500 Penalty: 4362.533691
	Iteration 16Q: 3 clusters Score -773867.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -773875.375000 Penalty: 4362.533691
	Iteration 17Q: 3 clusters Score -773875.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -773882.062500 Penalty: 4362.533691
	Iteration 18Q: 3 clusters Score -773882.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -773889.937500 Penalty: 4362.533691
	Iteration 19Q: 3 clusters Score -773889.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -773898.250000 Penalty: 4362.533691
	Iteration 20F: 3 clusters Score -773898.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -773903.250000 Penalty: 4362.533691
	Iteration 21Q: 3 clusters Score -773903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -773908.812500 Penalty: 4362.533691
	Iteration 22Q: 3 clusters Score -773908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -773915.375000 Penalty: 4362.533691
	Iteration 23Q: 3 clusters Score -773915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -773918.562500 Penalty: 4362.533691
	Iteration 24Q: 3 clusters Score -773918.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -773920.937500 Penalty: 4362.533691
	Iteration 25Q: 3 clusters Score -773920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -773924.062500 Penalty: 4362.533691
	Iteration 26Q: 3 clusters Score -773924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -773928.187500 Penalty: 4362.533691
	Iteration 27Q: 3 clusters Score -773928.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -773931.125000 Penalty: 4362.533691
	Iteration 28Q: 3 clusters Score -773931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -773933.812500 Penalty: 4362.533691
	Iteration 29Q: 3 clusters Score -773933.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -773937.437500 Penalty: 4362.533691
	Iteration 30Q: 3 clusters Score -773937.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -773939.875000 Penalty: 4362.533691
	Iteration 31Q: 3 clusters Score -773939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -773942.875000 Penalty: 4362.533691
	Iteration 32Q: 3 clusters Score -773942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -773942.625000 Penalty: 4362.533691
	Iteration 33Q: 3 clusters Score -773942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -773942.312500 Penalty: 4362.533691
	Iteration 34Q: 3 clusters Score -773942.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -773942.312500 Penalty: 4362.533691
	Iteration 35F: 3 clusters Score -773942.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Entering Unmasked Estep 
Score: -514994.250000 Penalty: 2070.084961
	Iteration 0F: 2 clusters Score -514994.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -510959.125000 Penalty: 4140.169922
	Iteration 0F: 3 clusters Score -510959.1 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -511872.687500 Penalty: 4140.169922
	Iteration 1F: 3 clusters Score -511872.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -512051.031250 Penalty: 4140.169922
	Iteration 2F: 3 clusters Score -512051 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -512163.187500 Penalty: 4140.169922
	Iteration 3Q: 3 clusters Score -512163.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -512244.406250 Penalty: 4140.169922
	Iteration 4Q: 3 clusters Score -512244.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -512295.125000 Penalty: 4140.169922
	Iteration 5Q: 3 clusters Score -512295.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -512335.281250 Penalty: 4140.169922
	Iteration 6Q: 3 clusters Score -512335.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -512370.656250 Penalty: 4140.169922
	Iteration 7Q: 3 clusters Score -512370.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -512401.375000 Penalty: 4140.169922
	Iteration 8Q: 3 clusters Score -512401.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -512432.187500 Penalty: 4140.169922
	Iteration 9Q: 3 clusters Score -512432.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -512456.500000 Penalty: 4140.169922
	Iteration 10Q: 3 clusters Score -512456.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -512484.218750 Penalty: 4140.169922
	Iteration 11Q: 3 clusters Score -512484.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -512506.218750 Penalty: 4140.169922
	Iteration 12Q: 3 clusters Score -512506.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -512531.281250 Penalty: 4140.169922
	Iteration 13Q: 3 clusters Score -512531.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -512551.937500 Penalty: 4140.169922
	Iteration 14Q: 3 clusters Score -512551.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -512570.343750 Penalty: 4140.169922
	Iteration 15Q: 3 clusters Score -512570.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -512587.718750 Penalty: 4140.169922
	Iteration 16Q: 3 clusters Score -512587.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -512605.750000 Penalty: 4140.169922
	Iteration 17Q: 3 clusters Score -512605.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -512628.062500 Penalty: 4140.169922
	Iteration 18Q: 3 clusters Score -512628.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -512646.687500 Penalty: 4140.169922
	Iteration 19Q: 3 clusters Score -512646.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -512666.781250 Penalty: 4140.169922
	Iteration 20F: 3 clusters Score -512666.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -512685.593750 Penalty: 4140.169922
	Iteration 21Q: 3 clusters Score -512685.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -512702.625000 Penalty: 4140.169922
	Iteration 22Q: 3 clusters Score -512702.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -512726.250000 Penalty: 4140.169922
	Iteration 23Q: 3 clusters Score -512726.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -512757.281250 Penalty: 4140.169922
	Iteration 24Q: 3 clusters Score -512757.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -512781.125000 Penalty: 4140.169922
	Iteration 25Q: 3 clusters Score -512781.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -512805.687500 Penalty: 4140.169922
	Iteration 26Q: 3 clusters Score -512805.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -512841.656250 Penalty: 4140.169922
	Iteration 27Q: 3 clusters Score -512841.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -512871.187500 Penalty: 4140.169922
	Iteration 28Q: 3 clusters Score -512871.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -512905.593750 Penalty: 4140.169922
	Iteration 29Q: 3 clusters Score -512905.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -512934.281250 Penalty: 4140.169922
	Iteration 30Q: 3 clusters Score -512934.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -512965.500000 Penalty: 4140.169922
	Iteration 31Q: 3 clusters Score -512965.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -512993.500000 Penalty: 4140.169922
	Iteration 32Q: 3 clusters Score -512993.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -513014.562500 Penalty: 4140.169922
	Iteration 33Q: 3 clusters Score -513014.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -513025.937500 Penalty: 4140.169922
	Iteration 34Q: 3 clusters Score -513025.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -513044.125000 Penalty: 4140.169922
	Iteration 35Q: 3 clusters Score -513044.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -513060.937500 Penalty: 4140.169922
	Iteration 36Q: 3 clusters Score -513060.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -513070.875000 Penalty: 4140.169922
	Iteration 37Q: 3 clusters Score -513070.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -513079.656250 Penalty: 4140.169922
	Iteration 38Q: 3 clusters Score -513079.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -513088.843750 Penalty: 4140.169922
	Iteration 39Q: 3 clusters Score -513088.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -513097.312500 Penalty: 4140.169922
	Iteration 40F: 3 clusters Score -513097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -513101.593750 Penalty: 4140.169922
	Iteration 41Q: 3 clusters Score -513101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -513104.468750 Penalty: 4140.169922
	Iteration 42Q: 3 clusters Score -513104.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -513109.968750 Penalty: 4140.169922
	Iteration 43Q: 3 clusters Score -513110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -513113.000000 Penalty: 4140.169922
	Iteration 44Q: 3 clusters Score -513113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -513117.312500 Penalty: 4140.169922
	Iteration 45Q: 3 clusters Score -513117.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -513120.500000 Penalty: 4140.169922
	Iteration 46Q: 3 clusters Score -513120.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -513125.281250 Penalty: 4140.169922
	Iteration 47Q: 3 clusters Score -513125.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -513132.843750 Penalty: 4140.169922
	Iteration 48Q: 3 clusters Score -513132.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -513145.500000 Penalty: 4140.169922
	Iteration 49Q: 3 clusters Score -513145.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -513154.437500 Penalty: 4140.169922
	Iteration 50Q: 3 clusters Score -513154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -513159.093750 Penalty: 4140.169922
	Iteration 51Q: 3 clusters Score -513159.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -513165.093750 Penalty: 4140.169922
	Iteration 52Q: 3 clusters Score -513165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -513169.937500 Penalty: 4140.169922
	Iteration 53Q: 3 clusters Score -513169.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -513174.562500 Penalty: 4140.169922
	Iteration 54Q: 3 clusters Score -513174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -513175.812500 Penalty: 4140.169922
	Iteration 55Q: 3 clusters Score -513175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -513176.937500 Penalty: 4140.169922
	Iteration 56Q: 3 clusters Score -513176.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -513176.937500 Penalty: 4140.169922
	Iteration 57F: 3 clusters Score -513176.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Entering Unmasked Estep 
Score: -611790.625000 Penalty: 2198.947266
	Iteration 0F: 2 clusters Score -611790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -605977.250000 Penalty: 4397.894531
	Iteration 0F: 3 clusters Score -605977.2 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -607596.812500 Penalty: 4397.894531
	Iteration 1F: 3 clusters Score -607596.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -607937.812500 Penalty: 4397.894531
	Iteration 2F: 3 clusters Score -607937.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -608192.937500 Penalty: 4397.894531
	Iteration 3F: 3 clusters Score -608192.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -608454.750000 Penalty: 4397.894531
	Iteration 4F: 3 clusters Score -608454.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -608677.250000 Penalty: 4397.894531
	Iteration 5Q: 3 clusters Score -608677.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -608895.875000 Penalty: 4397.894531
	Iteration 6Q: 3 clusters Score -608895.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -609112.375000 Penalty: 4397.894531
	Iteration 7Q: 3 clusters Score -609112.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -609306.812500 Penalty: 4397.894531
	Iteration 8Q: 3 clusters Score -609306.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -609481.750000 Penalty: 4397.894531
	Iteration 9Q: 3 clusters Score -609481.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -609620.125000 Penalty: 4397.894531
	Iteration 10Q: 3 clusters Score -609620.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -609720.062500 Penalty: 4397.894531
	Iteration 11Q: 3 clusters Score -609720.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -609797.250000 Penalty: 4397.894531
	Iteration 12Q: 3 clusters Score -609797.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -609871.937500 Penalty: 4397.894531
	Iteration 13Q: 3 clusters Score -609871.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -609933.437500 Penalty: 4397.894531
	Iteration 14Q: 3 clusters Score -609933.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -609979.375000 Penalty: 4397.894531
	Iteration 15Q: 3 clusters Score -609979.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -610022.000000 Penalty: 4397.894531
	Iteration 16Q: 3 clusters Score -610022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -610060.562500 Penalty: 4397.894531
	Iteration 17Q: 3 clusters Score -610060.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -610090.562500 Penalty: 4397.894531
	Iteration 18Q: 3 clusters Score -610090.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -610113.187500 Penalty: 4397.894531
	Iteration 19Q: 3 clusters Score -610113.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -610129.125000 Penalty: 4397.894531
	Iteration 20F: 3 clusters Score -610129.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -610140.687500 Penalty: 4397.894531
	Iteration 21Q: 3 clusters Score -610140.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -610150.937500 Penalty: 4397.894531
	Iteration 22Q: 3 clusters Score -610150.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -610157.375000 Penalty: 4397.894531
	Iteration 23Q: 3 clusters Score -610157.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -610161.375000 Penalty: 4397.894531
	Iteration 24Q: 3 clusters Score -610161.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -610166.000000 Penalty: 4397.894531
	Iteration 25Q: 3 clusters Score -610166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -610176.250000 Penalty: 4397.894531
	Iteration 26Q: 3 clusters Score -610176.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -610185.437500 Penalty: 4397.894531
	Iteration 27Q: 3 clusters Score -610185.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -610195.500000 Penalty: 4397.894531
	Iteration 28Q: 3 clusters Score -610195.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -610203.562500 Penalty: 4397.894531
	Iteration 29Q: 3 clusters Score -610203.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -610210.625000 Penalty: 4397.894531
	Iteration 30Q: 3 clusters Score -610210.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -610215.062500 Penalty: 4397.894531
	Iteration 31Q: 3 clusters Score -610215.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -610217.625000 Penalty: 4397.894531
	Iteration 32Q: 3 clusters Score -610217.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -610219.687500 Penalty: 4397.894531
	Iteration 33Q: 3 clusters Score -610219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -610224.062500 Penalty: 4397.894531
	Iteration 34Q: 3 clusters Score -610224.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -610225.375000 Penalty: 4397.894531
	Iteration 35Q: 3 clusters Score -610225.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -610226.562500 Penalty: 4397.894531
	Iteration 36Q: 3 clusters Score -610226.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -610226.125000 Penalty: 4397.894531
	Iteration 37Q: 3 clusters Score -610226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -610226.750000 Penalty: 4397.894531
	Iteration 38Q: 3 clusters Score -610226.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -610226.750000 Penalty: 4397.894531
	Iteration 39F: 3 clusters Score -610226.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Entering Unmasked Estep 
Score: -1342133.125000 Penalty: 2306.059326
	Iteration 0F: 2 clusters Score -1342133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1333848.500000 Penalty: 4612.118652
	Iteration 0F: 3 clusters Score -1333848 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1336367.500000 Penalty: 4612.118652
	Iteration 1F: 3 clusters Score -1336368 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1336696.500000 Penalty: 4612.118652
	Iteration 2F: 3 clusters Score -1336696 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1336974.625000 Penalty: 4612.118652
	Iteration 3F: 3 clusters Score -1336975 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1337196.500000 Penalty: 4612.118652
	Iteration 4Q: 3 clusters Score -1337196 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1337397.375000 Penalty: 4612.118652
	Iteration 5Q: 3 clusters Score -1337397 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1337602.125000 Penalty: 4612.118652
	Iteration 6Q: 3 clusters Score -1337602 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1337790.125000 Penalty: 4612.118652
	Iteration 7Q: 3 clusters Score -1337790 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1337999.000000 Penalty: 4612.118652
	Iteration 8Q: 3 clusters Score -1337999 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1338226.875000 Penalty: 4612.118652
	Iteration 9Q: 3 clusters Score -1338227 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1338479.875000 Penalty: 4612.118652
	Iteration 10Q: 3 clusters Score -1338480 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1338725.000000 Penalty: 4612.118652
	Iteration 11Q: 3 clusters Score -1338725 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1338968.000000 Penalty: 4612.118652
	Iteration 12Q: 3 clusters Score -1338968 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1339192.375000 Penalty: 4612.118652
	Iteration 13Q: 3 clusters Score -1339192 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1339395.625000 Penalty: 4612.118652
	Iteration 14Q: 3 clusters Score -1339396 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1339545.750000 Penalty: 4612.118652
	Iteration 15Q: 3 clusters Score -1339546 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1339667.125000 Penalty: 4612.118652
	Iteration 16Q: 3 clusters Score -1339667 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1339774.750000 Penalty: 4612.118652
	Iteration 17Q: 3 clusters Score -1339775 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1339858.750000 Penalty: 4612.118652
	Iteration 18Q: 3 clusters Score -1339859 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1339926.250000 Penalty: 4612.118652
	Iteration 19Q: 3 clusters Score -1339926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1339984.125000 Penalty: 4612.118652
	Iteration 20F: 3 clusters Score -1339984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1340021.500000 Penalty: 4612.118652
	Iteration 21Q: 3 clusters Score -1340022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1340047.125000 Penalty: 4612.118652
	Iteration 22Q: 3 clusters Score -1340047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1340066.875000 Penalty: 4612.118652
	Iteration 23Q: 3 clusters Score -1340067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1340078.875000 Penalty: 4612.118652
	Iteration 24Q: 3 clusters Score -1340079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1340095.875000 Penalty: 4612.118652
	Iteration 25Q: 3 clusters Score -1340096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1340112.875000 Penalty: 4612.118652
	Iteration 26Q: 3 clusters Score -1340113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1340121.000000 Penalty: 4612.118652
	Iteration 27Q: 3 clusters Score -1340121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1340131.500000 Penalty: 4612.118652
	Iteration 28Q: 3 clusters Score -1340132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1340142.125000 Penalty: 4612.118652
	Iteration 29Q: 3 clusters Score -1340142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1340149.875000 Penalty: 4612.118652
	Iteration 30Q: 3 clusters Score -1340150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1340158.750000 Penalty: 4612.118652
	Iteration 31Q: 3 clusters Score -1340159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1340164.625000 Penalty: 4612.118652
	Iteration 32Q: 3 clusters Score -1340165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1340171.250000 Penalty: 4612.118652
	Iteration 33Q: 3 clusters Score -1340171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1340172.250000 Penalty: 4612.118652
	Iteration 34Q: 3 clusters Score -1340172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1340173.500000 Penalty: 4612.118652
	Iteration 35Q: 3 clusters Score -1340174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1340175.500000 Penalty: 4612.118652
	Iteration 36Q: 3 clusters Score -1340176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1340175.500000 Penalty: 4612.118652
	Iteration 37F: 3 clusters Score -1340176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Entering Unmasked Estep 
Score: -492809.031250 Penalty: 2085.693115
	Iteration 0F: 2 clusters Score -492809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -488642.906250 Penalty: 4171.386230
	Iteration 0F: 3 clusters Score -488642.9 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -489880.968750 Penalty: 4171.386230
	Iteration 1F: 3 clusters Score -489881 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -490293.937500 Penalty: 4171.386230
	Iteration 2F: 3 clusters Score -490293.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -490572.312500 Penalty: 4171.386230
	Iteration 3F: 3 clusters Score -490572.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -490788.031250 Penalty: 4171.386230
	Iteration 4F: 3 clusters Score -490788 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -490977.093750 Penalty: 4171.386230
	Iteration 5Q: 3 clusters Score -490977.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -491121.875000 Penalty: 4171.386230
	Iteration 6Q: 3 clusters Score -491121.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -491212.125000 Penalty: 4171.386230
	Iteration 7Q: 3 clusters Score -491212.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -491271.218750 Penalty: 4171.386230
	Iteration 8Q: 3 clusters Score -491271.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -491331.218750 Penalty: 4171.386230
	Iteration 9Q: 3 clusters Score -491331.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -491381.625000 Penalty: 4171.386230
	Iteration 10Q: 3 clusters Score -491381.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -491429.843750 Penalty: 4171.386230
	Iteration 11Q: 3 clusters Score -491429.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -491471.906250 Penalty: 4171.386230
	Iteration 12Q: 3 clusters Score -491471.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -491512.562500 Penalty: 4171.386230
	Iteration 13Q: 3 clusters Score -491512.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -491537.000000 Penalty: 4171.386230
	Iteration 14Q: 3 clusters Score -491537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -491553.281250 Penalty: 4171.386230
	Iteration 15Q: 3 clusters Score -491553.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -491568.593750 Penalty: 4171.386230
	Iteration 16Q: 3 clusters Score -491568.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -491580.250000 Penalty: 4171.386230
	Iteration 17Q: 3 clusters Score -491580.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -491593.218750 Penalty: 4171.386230
	Iteration 18Q: 3 clusters Score -491593.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -491603.375000 Penalty: 4171.386230
	Iteration 19Q: 3 clusters Score -491603.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -491613.468750 Penalty: 4171.386230
	Iteration 20F: 3 clusters Score -491613.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -491622.687500 Penalty: 4171.386230
	Iteration 21Q: 3 clusters Score -491622.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -491635.687500 Penalty: 4171.386230
	Iteration 22Q: 3 clusters Score -491635.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -491644.593750 Penalty: 4171.386230
	Iteration 23Q: 3 clusters Score -491644.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -491657.375000 Penalty: 4171.386230
	Iteration 24Q: 3 clusters Score -491657.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -491668.375000 Penalty: 4171.386230
	Iteration 25Q: 3 clusters Score -491668.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -491678.250000 Penalty: 4171.386230
	Iteration 26Q: 3 clusters Score -491678.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -491686.343750 Penalty: 4171.386230
	Iteration 27Q: 3 clusters Score -491686.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -491688.500000 Penalty: 4171.386230
	Iteration 28Q: 3 clusters Score -491688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -491690.218750 Penalty: 4171.386230
	Iteration 29Q: 3 clusters Score -491690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -491690.687500 Penalty: 4171.386230
	Iteration 30Q: 3 clusters Score -491690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -491692.125000 Penalty: 4171.386230
	Iteration 31Q: 3 clusters Score -491692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -491691.843750 Penalty: 4171.386230
	Iteration 32Q: 3 clusters Score -491691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -491692.875000 Penalty: 4171.386230
	Iteration 33Q: 3 clusters Score -491692.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -491693.968750 Penalty: 4171.386230
	Iteration 34Q: 3 clusters Score -491694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -491694.062500 Penalty: 4171.386230
	Iteration 35Q: 3 clusters Score -491694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -491695.218750 Penalty: 4171.386230
	Iteration 36Q: 3 clusters Score -491695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -491697.343750 Penalty: 4171.386230
	Iteration 37Q: 3 clusters Score -491697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -491697.250000 Penalty: 4171.386230
	Iteration 38Q: 3 clusters Score -491697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -491699.437500 Penalty: 4171.386230
	Iteration 39Q: 3 clusters Score -491699.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -491701.000000 Penalty: 4171.386230
	Iteration 40F: 3 clusters Score -491701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -491702.187500 Penalty: 4171.386230
	Iteration 41Q: 3 clusters Score -491702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -491705.281250 Penalty: 4171.386230
	Iteration 42Q: 3 clusters Score -491705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -491705.562500 Penalty: 4171.386230
	Iteration 43Q: 3 clusters Score -491705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -491706.000000 Penalty: 4171.386230
	Iteration 44Q: 3 clusters Score -491706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -491708.187500 Penalty: 4171.386230
	Iteration 45Q: 3 clusters Score -491708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -491708.437500 Penalty: 4171.386230
	Iteration 46Q: 3 clusters Score -491708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -491708.375000 Penalty: 4171.386230
	Iteration 47Q: 3 clusters Score -491708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -491708.562500 Penalty: 4171.386230
	Iteration 48Q: 3 clusters Score -491708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -491708.812500 Penalty: 4171.386230
	Iteration 49Q: 3 clusters Score -491708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -491709.531250 Penalty: 4171.386230
	Iteration 50Q: 3 clusters Score -491709.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -491709.593750 Penalty: 4171.386230
	Iteration 51Q: 3 clusters Score -491709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -491711.437500 Penalty: 4171.386230
	Iteration 52Q: 3 clusters Score -491711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -491712.343750 Penalty: 4171.386230
	Iteration 53Q: 3 clusters Score -491712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -491713.781250 Penalty: 4171.386230
	Iteration 54Q: 3 clusters Score -491713.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -491713.843750 Penalty: 4171.386230
	Iteration 55Q: 3 clusters Score -491713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -491713.843750 Penalty: 4171.386230
	Iteration 56F: 3 clusters Score -491713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Entering Unmasked Estep 
Score: -1261507.875000 Penalty: 2339.424561
	Iteration 0F: 2 clusters Score -1261508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1252304.000000 Penalty: 4678.849121
	Iteration 0F: 3 clusters Score -1252304 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1255699.125000 Penalty: 4678.849121
	Iteration 1F: 3 clusters Score -1255699 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1256698.000000 Penalty: 4678.849121
	Iteration 2F: 3 clusters Score -1256698 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1257554.000000 Penalty: 4678.849121
	Iteration 3F: 3 clusters Score -1257554 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1258212.750000 Penalty: 4678.849121
	Iteration 4F: 3 clusters Score -1258213 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1258680.500000 Penalty: 4678.849121
	Iteration 5F: 3 clusters Score -1258680 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1258993.875000 Penalty: 4678.849121
	Iteration 6Q: 3 clusters Score -1258994 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1259262.000000 Penalty: 4678.849121
	Iteration 7Q: 3 clusters Score -1259262 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1259478.250000 Penalty: 4678.849121
	Iteration 8Q: 3 clusters Score -1259478 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1259681.875000 Penalty: 4678.849121
	Iteration 9Q: 3 clusters Score -1259682 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1259854.125000 Penalty: 4678.849121
	Iteration 10Q: 3 clusters Score -1259854 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1259973.500000 Penalty: 4678.849121
	Iteration 11Q: 3 clusters Score -1259974 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1260055.750000 Penalty: 4678.849121
	Iteration 12Q: 3 clusters Score -1260056 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1260113.000000 Penalty: 4678.849121
	Iteration 13Q: 3 clusters Score -1260113 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1260146.750000 Penalty: 4678.849121
	Iteration 14Q: 3 clusters Score -1260147 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1260179.125000 Penalty: 4678.849121
	Iteration 15Q: 3 clusters Score -1260179 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1260203.250000 Penalty: 4678.849121
	Iteration 16Q: 3 clusters Score -1260203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1260224.250000 Penalty: 4678.849121
	Iteration 17Q: 3 clusters Score -1260224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1260240.125000 Penalty: 4678.849121
	Iteration 18Q: 3 clusters Score -1260240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1260250.375000 Penalty: 4678.849121
	Iteration 19Q: 3 clusters Score -1260250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1260253.250000 Penalty: 4678.849121
	Iteration 20F: 3 clusters Score -1260253 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1260256.250000 Penalty: 4678.849121
	Iteration 21Q: 3 clusters Score -1260256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1260260.625000 Penalty: 4678.849121
	Iteration 22Q: 3 clusters Score -1260261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1260267.000000 Penalty: 4678.849121
	Iteration 23Q: 3 clusters Score -1260267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1260268.750000 Penalty: 4678.849121
	Iteration 24Q: 3 clusters Score -1260269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1260272.250000 Penalty: 4678.849121
	Iteration 25Q: 3 clusters Score -1260272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1260275.750000 Penalty: 4678.849121
	Iteration 26Q: 3 clusters Score -1260276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1260278.875000 Penalty: 4678.849121
	Iteration 27Q: 3 clusters Score -1260279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1260279.125000 Penalty: 4678.849121
	Iteration 28Q: 3 clusters Score -1260279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1260285.750000 Penalty: 4678.849121
	Iteration 29Q: 3 clusters Score -1260286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1260285.750000 Penalty: 4678.849121
	Iteration 30Q: 3 clusters Score -1260286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1260289.000000 Penalty: 4678.849121
	Iteration 31Q: 3 clusters Score -1260289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1260297.000000 Penalty: 4678.849121
	Iteration 32Q: 3 clusters Score -1260297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1260297.250000 Penalty: 4678.849121
	Iteration 33Q: 3 clusters Score -1260297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1260301.875000 Penalty: 4678.849121
	Iteration 34Q: 3 clusters Score -1260302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1260305.000000 Penalty: 4678.849121
	Iteration 35Q: 3 clusters Score -1260305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1260301.625000 Penalty: 4678.849121
	Iteration 36Q: 3 clusters Score -1260302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1260302.625000 Penalty: 4678.849121
	Iteration 37Q: 3 clusters Score -1260303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1260307.250000 Penalty: 4678.849121
	Iteration 38Q: 3 clusters Score -1260307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1260311.750000 Penalty: 4678.849121
	Iteration 39Q: 3 clusters Score -1260312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1260315.000000 Penalty: 4678.849121
	Iteration 40F: 3 clusters Score -1260315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1260317.875000 Penalty: 4678.849121
	Iteration 41Q: 3 clusters Score -1260318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1260321.125000 Penalty: 4678.849121
	Iteration 42Q: 3 clusters Score -1260321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1260318.625000 Penalty: 4678.849121
	Iteration 43Q: 3 clusters Score -1260319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1260321.625000 Penalty: 4678.849121
	Iteration 44Q: 3 clusters Score -1260322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1260326.750000 Penalty: 4678.849121
	Iteration 45Q: 3 clusters Score -1260327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1260330.625000 Penalty: 4678.849121
	Iteration 46Q: 3 clusters Score -1260331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1260330.375000 Penalty: 4678.849121
	Iteration 47Q: 3 clusters Score -1260330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1260329.375000 Penalty: 4678.849121
	Iteration 48Q: 3 clusters Score -1260329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1260333.625000 Penalty: 4678.849121
	Iteration 49Q: 3 clusters Score -1260334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1260333.250000 Penalty: 4678.849121
	Iteration 50Q: 3 clusters Score -1260333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1260335.000000 Penalty: 4678.849121
	Iteration 51Q: 3 clusters Score -1260335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1260334.875000 Penalty: 4678.849121
	Iteration 52Q: 3 clusters Score -1260335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1260334.750000 Penalty: 4678.849121
	Iteration 53Q: 3 clusters Score -1260335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1260334.875000 Penalty: 4678.849121
	Iteration 54Q: 3 clusters Score -1260335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1260333.750000 Penalty: 4678.849121
	Iteration 55Q: 3 clusters Score -1260334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1260333.750000 Penalty: 4678.849121
	Iteration 56F: 3 clusters Score -1260334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Entering Unmasked Estep 
Score: -1003690.375000 Penalty: 2239.948730
	Iteration 0F: 2 clusters Score -1003690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -997147.000000 Penalty: 4479.897461
	Iteration 0F: 3 clusters Score -997147 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -999013.375000 Penalty: 4479.897461
	Iteration 1F: 3 clusters Score -999013.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -999342.875000 Penalty: 4479.897461
	Iteration 2F: 3 clusters Score -999342.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -999665.500000 Penalty: 4479.897461
	Iteration 3F: 3 clusters Score -999665.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -999954.937500 Penalty: 4479.897461
	Iteration 4F: 3 clusters Score -999954.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1000235.562500 Penalty: 4479.897461
	Iteration 5Q: 3 clusters Score -1000236 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1000498.750000 Penalty: 4479.897461
	Iteration 6Q: 3 clusters Score -1000499 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1000733.375000 Penalty: 4479.897461
	Iteration 7Q: 3 clusters Score -1000733 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1000889.687500 Penalty: 4479.897461
	Iteration 8Q: 3 clusters Score -1000890 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1001008.312500 Penalty: 4479.897461
	Iteration 9Q: 3 clusters Score -1001008 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1001091.937500 Penalty: 4479.897461
	Iteration 10Q: 3 clusters Score -1001092 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1001156.187500 Penalty: 4479.897461
	Iteration 11Q: 3 clusters Score -1001156 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1001205.625000 Penalty: 4479.897461
	Iteration 12Q: 3 clusters Score -1001206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1001255.687500 Penalty: 4479.897461
	Iteration 13Q: 3 clusters Score -1001256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1001299.187500 Penalty: 4479.897461
	Iteration 14Q: 3 clusters Score -1001299 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1001339.562500 Penalty: 4479.897461
	Iteration 15Q: 3 clusters Score -1001340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1001381.187500 Penalty: 4479.897461
	Iteration 16Q: 3 clusters Score -1001381 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1001413.187500 Penalty: 4479.897461
	Iteration 17Q: 3 clusters Score -1001413 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1001448.687500 Penalty: 4479.897461
	Iteration 18Q: 3 clusters Score -1001449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1001480.687500 Penalty: 4479.897461
	Iteration 19Q: 3 clusters Score -1001481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1001509.500000 Penalty: 4479.897461
	Iteration 20F: 3 clusters Score -1001510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1001537.812500 Penalty: 4479.897461
	Iteration 21Q: 3 clusters Score -1001538 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1001574.000000 Penalty: 4479.897461
	Iteration 22Q: 3 clusters Score -1001574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1001604.562500 Penalty: 4479.897461
	Iteration 23Q: 3 clusters Score -1001605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1001635.812500 Penalty: 4479.897461
	Iteration 24Q: 3 clusters Score -1001636 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1001664.250000 Penalty: 4479.897461
	Iteration 25Q: 3 clusters Score -1001664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1001684.375000 Penalty: 4479.897461
	Iteration 26Q: 3 clusters Score -1001684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1001696.187500 Penalty: 4479.897461
	Iteration 27Q: 3 clusters Score -1001696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1001711.437500 Penalty: 4479.897461
	Iteration 28Q: 3 clusters Score -1001711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1001722.625000 Penalty: 4479.897461
	Iteration 29Q: 3 clusters Score -1001723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1001732.812500 Penalty: 4479.897461
	Iteration 30Q: 3 clusters Score -1001733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1001743.875000 Penalty: 4479.897461
	Iteration 31Q: 3 clusters Score -1001744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1001754.312500 Penalty: 4479.897461
	Iteration 32Q: 3 clusters Score -1001754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1001761.437500 Penalty: 4479.897461
	Iteration 33Q: 3 clusters Score -1001761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1001769.062500 Penalty: 4479.897461
	Iteration 34Q: 3 clusters Score -1001769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1001770.375000 Penalty: 4479.897461
	Iteration 35Q: 3 clusters Score -1001770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1001776.937500 Penalty: 4479.897461
	Iteration 36Q: 3 clusters Score -1001777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1001781.312500 Penalty: 4479.897461
	Iteration 37Q: 3 clusters Score -1001781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1001783.750000 Penalty: 4479.897461
	Iteration 38Q: 3 clusters Score -1001784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1001784.937500 Penalty: 4479.897461
	Iteration 39Q: 3 clusters Score -1001785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1001789.562500 Penalty: 4479.897461
	Iteration 40F: 3 clusters Score -1001790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1001792.312500 Penalty: 4479.897461
	Iteration 41Q: 3 clusters Score -1001792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1001795.500000 Penalty: 4479.897461
	Iteration 42Q: 3 clusters Score -1001796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1001800.437500 Penalty: 4479.897461
	Iteration 43Q: 3 clusters Score -1001800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1001805.687500 Penalty: 4479.897461
	Iteration 44Q: 3 clusters Score -1001806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1001810.125000 Penalty: 4479.897461
	Iteration 45Q: 3 clusters Score -1001810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1001809.812500 Penalty: 4479.897461
	Iteration 46Q: 3 clusters Score -1001810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1001810.687500 Penalty: 4479.897461
	Iteration 47Q: 3 clusters Score -1001811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1001813.250000 Penalty: 4479.897461
	Iteration 48Q: 3 clusters Score -1001813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1001815.250000 Penalty: 4479.897461
	Iteration 49Q: 3 clusters Score -1001815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1001821.812500 Penalty: 4479.897461
	Iteration 50Q: 3 clusters Score -1001822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1001825.062500 Penalty: 4479.897461
	Iteration 51Q: 3 clusters Score -1001825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1001825.875000 Penalty: 4479.897461
	Iteration 52Q: 3 clusters Score -1001826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1001828.687500 Penalty: 4479.897461
	Iteration 53Q: 3 clusters Score -1001829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1001828.750000 Penalty: 4479.897461
	Iteration 54Q: 3 clusters Score -1001829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1001831.937500 Penalty: 4479.897461
	Iteration 55Q: 3 clusters Score -1001832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1001834.562500 Penalty: 4479.897461
	Iteration 56Q: 3 clusters Score -1001835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1001833.625000 Penalty: 4479.897461
	Iteration 57Q: 3 clusters Score -1001834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1001835.875000 Penalty: 4479.897461
	Iteration 58Q: 3 clusters Score -1001836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1001839.687500 Penalty: 4479.897461
	Iteration 59Q: 3 clusters Score -1001840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1001839.187500 Penalty: 4479.897461
	Iteration 60F: 3 clusters Score -1001839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1001839.812500 Penalty: 4479.897461
	Iteration 61Q: 3 clusters Score -1001840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1001841.062500 Penalty: 4479.897461
	Iteration 62Q: 3 clusters Score -1001841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1001844.812500 Penalty: 4479.897461
	Iteration 63Q: 3 clusters Score -1001845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1001846.125000 Penalty: 4479.897461
	Iteration 64Q: 3 clusters Score -1001846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1001846.687500 Penalty: 4479.897461
	Iteration 65Q: 3 clusters Score -1001847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1001847.250000 Penalty: 4479.897461
	Iteration 66Q: 3 clusters Score -1001847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1001847.375000 Penalty: 4479.897461
	Iteration 67Q: 3 clusters Score -1001847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1001847.687500 Penalty: 4479.897461
	Iteration 68Q: 3 clusters Score -1001848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1001847.687500 Penalty: 4479.897461
	Iteration 69F: 3 clusters Score -1001848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Entering Unmasked Estep 
Score: -2848509.500000 Penalty: 2519.177734
	Iteration 0F: 2 clusters Score -2848510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2830771.250000 Penalty: 5038.355469
	Iteration 0F: 3 clusters Score -2830771 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2837313.750000 Penalty: 5038.355469
	Iteration 1F: 3 clusters Score -2837314 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2838172.750000 Penalty: 5038.355469
	Iteration 2F: 3 clusters Score -2838173 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2839040.250000 Penalty: 5038.355469
	Iteration 3F: 3 clusters Score -2839040 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2839912.000000 Penalty: 5038.355469
	Iteration 4F: 3 clusters Score -2839912 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2840824.000000 Penalty: 5038.355469
	Iteration 5F: 3 clusters Score -2840824 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2841576.500000 Penalty: 5038.355469
	Iteration 6F: 3 clusters Score -2841576 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2842225.750000 Penalty: 5038.355469
	Iteration 7Q: 3 clusters Score -2842226 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2842850.000000 Penalty: 5038.355469
	Iteration 8Q: 3 clusters Score -2842850 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2843406.250000 Penalty: 5038.355469
	Iteration 9Q: 3 clusters Score -2843406 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2843933.500000 Penalty: 5038.355469
	Iteration 10Q: 3 clusters Score -2843934 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2844417.000000 Penalty: 5038.355469
	Iteration 11Q: 3 clusters Score -2844417 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2844847.000000 Penalty: 5038.355469
	Iteration 12Q: 3 clusters Score -2844847 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2845241.500000 Penalty: 5038.355469
	Iteration 13Q: 3 clusters Score -2845242 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2845581.250000 Penalty: 5038.355469
	Iteration 14Q: 3 clusters Score -2845581 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2845840.000000 Penalty: 5038.355469
	Iteration 15Q: 3 clusters Score -2845840 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2846028.000000 Penalty: 5038.355469
	Iteration 16Q: 3 clusters Score -2846028 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2846189.000000 Penalty: 5038.355469
	Iteration 17Q: 3 clusters Score -2846189 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2846320.250000 Penalty: 5038.355469
	Iteration 18Q: 3 clusters Score -2846320 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2846420.000000 Penalty: 5038.355469
	Iteration 19Q: 3 clusters Score -2846420 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2846490.250000 Penalty: 5038.355469
	Iteration 20F: 3 clusters Score -2846490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2846546.750000 Penalty: 5038.355469
	Iteration 21Q: 3 clusters Score -2846547 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2846602.750000 Penalty: 5038.355469
	Iteration 22Q: 3 clusters Score -2846603 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2846635.000000 Penalty: 5038.355469
	Iteration 23Q: 3 clusters Score -2846635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2846676.000000 Penalty: 5038.355469
	Iteration 24Q: 3 clusters Score -2846676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2846706.250000 Penalty: 5038.355469
	Iteration 25Q: 3 clusters Score -2846706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2846729.250000 Penalty: 5038.355469
	Iteration 26Q: 3 clusters Score -2846729 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2846742.500000 Penalty: 5038.355469
	Iteration 27Q: 3 clusters Score -2846742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2846754.250000 Penalty: 5038.355469
	Iteration 28Q: 3 clusters Score -2846754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2846765.000000 Penalty: 5038.355469
	Iteration 29Q: 3 clusters Score -2846765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2846772.500000 Penalty: 5038.355469
	Iteration 30Q: 3 clusters Score -2846772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2846785.250000 Penalty: 5038.355469
	Iteration 31Q: 3 clusters Score -2846785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2846798.500000 Penalty: 5038.355469
	Iteration 32Q: 3 clusters Score -2846798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2846805.250000 Penalty: 5038.355469
	Iteration 33Q: 3 clusters Score -2846805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2846809.250000 Penalty: 5038.355469
	Iteration 34Q: 3 clusters Score -2846809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2846816.500000 Penalty: 5038.355469
	Iteration 35Q: 3 clusters Score -2846816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2846818.500000 Penalty: 5038.355469
	Iteration 36Q: 3 clusters Score -2846818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2846819.750000 Penalty: 5038.355469
	Iteration 37Q: 3 clusters Score -2846820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2846823.000000 Penalty: 5038.355469
	Iteration 38Q: 3 clusters Score -2846823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2846826.000000 Penalty: 5038.355469
	Iteration 39Q: 3 clusters Score -2846826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2846830.000000 Penalty: 5038.355469
	Iteration 40F: 3 clusters Score -2846830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2846827.500000 Penalty: 5038.355469
	Iteration 41Q: 3 clusters Score -2846828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2846833.750000 Penalty: 5038.355469
	Iteration 42Q: 3 clusters Score -2846834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2846833.250000 Penalty: 5038.355469
	Iteration 43Q: 3 clusters Score -2846833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2846832.500000 Penalty: 5038.355469
	Iteration 44Q: 3 clusters Score -2846832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2846832.500000 Penalty: 5038.355469
	Iteration 45Q: 3 clusters Score -2846832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2846832.500000 Penalty: 5038.355469
	Iteration 46F: 3 clusters Score -2846832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Entering Unmasked Estep 
Score: -2974603.000000 Penalty: 2529.773438
	Iteration 0F: 2 clusters Score -2974603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2956034.750000 Penalty: 5059.546875
	Iteration 0F: 3 clusters Score -2956035 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2962637.000000 Penalty: 5059.546875
	Iteration 1F: 3 clusters Score -2962637 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2963433.500000 Penalty: 5059.546875
	Iteration 2F: 3 clusters Score -2963434 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2964419.750000 Penalty: 5059.546875
	Iteration 3F: 3 clusters Score -2964420 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2965529.250000 Penalty: 5059.546875
	Iteration 4F: 3 clusters Score -2965529 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2966542.750000 Penalty: 5059.546875
	Iteration 5F: 3 clusters Score -2966543 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2967443.250000 Penalty: 5059.546875
	Iteration 6F: 3 clusters Score -2967443 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2968283.000000 Penalty: 5059.546875
	Iteration 7F: 3 clusters Score -2968283 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2968986.250000 Penalty: 5059.546875
	Iteration 8Q: 3 clusters Score -2968986 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2969607.250000 Penalty: 5059.546875
	Iteration 9Q: 3 clusters Score -2969607 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2970099.000000 Penalty: 5059.546875
	Iteration 10Q: 3 clusters Score -2970099 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2970457.500000 Penalty: 5059.546875
	Iteration 11Q: 3 clusters Score -2970458 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2970720.750000 Penalty: 5059.546875
	Iteration 12Q: 3 clusters Score -2970721 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2970970.500000 Penalty: 5059.546875
	Iteration 13Q: 3 clusters Score -2970970 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2971208.500000 Penalty: 5059.546875
	Iteration 14Q: 3 clusters Score -2971208 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2971406.750000 Penalty: 5059.546875
	Iteration 15Q: 3 clusters Score -2971407 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2971568.500000 Penalty: 5059.546875
	Iteration 16Q: 3 clusters Score -2971568 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2971734.000000 Penalty: 5059.546875
	Iteration 17Q: 3 clusters Score -2971734 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2971883.250000 Penalty: 5059.546875
	Iteration 18Q: 3 clusters Score -2971883 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2972011.500000 Penalty: 5059.546875
	Iteration 19Q: 3 clusters Score -2972012 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2972132.750000 Penalty: 5059.546875
	Iteration 20F: 3 clusters Score -2972133 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -2972208.000000 Penalty: 5059.546875
	Iteration 21Q: 3 clusters Score -2972208 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -2972294.250000 Penalty: 5059.546875
	Iteration 22Q: 3 clusters Score -2972294 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -2972355.750000 Penalty: 5059.546875
	Iteration 23Q: 3 clusters Score -2972356 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -2972428.500000 Penalty: 5059.546875
	Iteration 24Q: 3 clusters Score -2972428 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2972484.250000 Penalty: 5059.546875
	Iteration 25Q: 3 clusters Score -2972484 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2972528.500000 Penalty: 5059.546875
	Iteration 26Q: 3 clusters Score -2972528 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -2972592.250000 Penalty: 5059.546875
	Iteration 27Q: 3 clusters Score -2972592 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2972628.500000 Penalty: 5059.546875
	Iteration 28Q: 3 clusters Score -2972628 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2972667.500000 Penalty: 5059.546875
	Iteration 29Q: 3 clusters Score -2972668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -2972718.250000 Penalty: 5059.546875
	Iteration 30Q: 3 clusters Score -2972718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2972741.750000 Penalty: 5059.546875
	Iteration 31Q: 3 clusters Score -2972742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -2972756.000000 Penalty: 5059.546875
	Iteration 32Q: 3 clusters Score -2972756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -2972770.750000 Penalty: 5059.546875
	Iteration 33Q: 3 clusters Score -2972771 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -2972786.500000 Penalty: 5059.546875
	Iteration 34Q: 3 clusters Score -2972786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -2972804.750000 Penalty: 5059.546875
	Iteration 35Q: 3 clusters Score -2972805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2972825.250000 Penalty: 5059.546875
	Iteration 36Q: 3 clusters Score -2972825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -2972839.500000 Penalty: 5059.546875
	Iteration 37Q: 3 clusters Score -2972840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2972850.500000 Penalty: 5059.546875
	Iteration 38Q: 3 clusters Score -2972850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -2972862.500000 Penalty: 5059.546875
	Iteration 39Q: 3 clusters Score -2972862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2972879.750000 Penalty: 5059.546875
	Iteration 40F: 3 clusters Score -2972880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -2972884.250000 Penalty: 5059.546875
	Iteration 41Q: 3 clusters Score -2972884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2972890.250000 Penalty: 5059.546875
	Iteration 42Q: 3 clusters Score -2972890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -2972886.750000 Penalty: 5059.546875
	Iteration 43Q: 3 clusters Score -2972887 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2972903.250000 Penalty: 5059.546875
	Iteration 44Q: 3 clusters Score -2972903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2972921.000000 Penalty: 5059.546875
	Iteration 45Q: 3 clusters Score -2972921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -2972926.750000 Penalty: 5059.546875
	Iteration 46Q: 3 clusters Score -2972927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2972934.500000 Penalty: 5059.546875
	Iteration 47Q: 3 clusters Score -2972934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -2972945.750000 Penalty: 5059.546875
	Iteration 48Q: 3 clusters Score -2972946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2972954.250000 Penalty: 5059.546875
	Iteration 49Q: 3 clusters Score -2972954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -2972967.000000 Penalty: 5059.546875
	Iteration 50Q: 3 clusters Score -2972967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -2972963.750000 Penalty: 5059.546875
	Iteration 51Q: 3 clusters Score -2972964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -2972973.000000 Penalty: 5059.546875
	Iteration 52Q: 3 clusters Score -2972973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -2972979.000000 Penalty: 5059.546875
	Iteration 53Q: 3 clusters Score -2972979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -2972987.250000 Penalty: 5059.546875
	Iteration 54Q: 3 clusters Score -2972987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -2972986.750000 Penalty: 5059.546875
	Iteration 55Q: 3 clusters Score -2972987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -2972993.250000 Penalty: 5059.546875
	Iteration 56Q: 3 clusters Score -2972993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -2973002.750000 Penalty: 5059.546875
	Iteration 57Q: 3 clusters Score -2973003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -2973002.000000 Penalty: 5059.546875
	Iteration 58Q: 3 clusters Score -2973002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2973004.000000 Penalty: 5059.546875
	Iteration 59Q: 3 clusters Score -2973004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -2973009.250000 Penalty: 5059.546875
	Iteration 60F: 3 clusters Score -2973009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -2973012.750000 Penalty: 5059.546875
	Iteration 61Q: 3 clusters Score -2973013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -2973015.000000 Penalty: 5059.546875
	Iteration 62Q: 3 clusters Score -2973015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2973030.000000 Penalty: 5059.546875
	Iteration 63Q: 3 clusters Score -2973030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -2973036.500000 Penalty: 5059.546875
	Iteration 64Q: 3 clusters Score -2973036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2973045.750000 Penalty: 5059.546875
	Iteration 65Q: 3 clusters Score -2973046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -2973055.000000 Penalty: 5059.546875
	Iteration 66Q: 3 clusters Score -2973055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -2973063.500000 Penalty: 5059.546875
	Iteration 67Q: 3 clusters Score -2973064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2973077.000000 Penalty: 5059.546875
	Iteration 68Q: 3 clusters Score -2973077 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2973093.500000 Penalty: 5059.546875
	Iteration 69Q: 3 clusters Score -2973094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -2973107.000000 Penalty: 5059.546875
	Iteration 70Q: 3 clusters Score -2973107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -2973118.750000 Penalty: 5059.546875
	Iteration 71Q: 3 clusters Score -2973119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2973120.250000 Penalty: 5059.546875
	Iteration 72Q: 3 clusters Score -2973120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2973120.250000 Penalty: 5059.546875
	Iteration 73Q: 3 clusters Score -2973120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2973121.000000 Penalty: 5059.546875
	Iteration 74Q: 3 clusters Score -2973121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2973124.750000 Penalty: 5059.546875
	Iteration 75Q: 3 clusters Score -2973125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2973131.000000 Penalty: 5059.546875
	Iteration 76Q: 3 clusters Score -2973131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2973132.500000 Penalty: 5059.546875
	Iteration 77Q: 3 clusters Score -2973132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2973131.250000 Penalty: 5059.546875
	Iteration 78Q: 3 clusters Score -2973131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2973131.250000 Penalty: 5059.546875
	Iteration 79F: 3 clusters Score -2973131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Entering Unmasked Estep 
Score: -749268.750000 Penalty: 2167.246094
	Iteration 0F: 2 clusters Score -749268.8 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 3129 members 
Entering Unmasked Estep 
Score: -743898.625000 Penalty: 4334.492188
	Iteration 0F: 3 clusters Score -743898.6 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -745244.750000 Penalty: 4334.492188
	Iteration 1F: 3 clusters Score -745244.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -745489.687500 Penalty: 4334.492188
	Iteration 2F: 3 clusters Score -745489.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -745638.937500 Penalty: 4334.492188
	Iteration 3F: 3 clusters Score -745638.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -745749.187500 Penalty: 4334.492188
	Iteration 4Q: 3 clusters Score -745749.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -745834.750000 Penalty: 4334.492188
	Iteration 5Q: 3 clusters Score -745834.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -745908.625000 Penalty: 4334.492188
	Iteration 6Q: 3 clusters Score -745908.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -745966.750000 Penalty: 4334.492188
	Iteration 7Q: 3 clusters Score -745966.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -746006.625000 Penalty: 4334.492188
	Iteration 8Q: 3 clusters Score -746006.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -746037.875000 Penalty: 4334.492188
	Iteration 9Q: 3 clusters Score -746037.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -746079.062500 Penalty: 4334.492188
	Iteration 10Q: 3 clusters Score -746079.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -746113.187500 Penalty: 4334.492188
	Iteration 11Q: 3 clusters Score -746113.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -746141.062500 Penalty: 4334.492188
	Iteration 12Q: 3 clusters Score -746141.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -746165.500000 Penalty: 4334.492188
	Iteration 13Q: 3 clusters Score -746165.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -746190.062500 Penalty: 4334.492188
	Iteration 14Q: 3 clusters Score -746190.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -746209.937500 Penalty: 4334.492188
	Iteration 15Q: 3 clusters Score -746209.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -746227.562500 Penalty: 4334.492188
	Iteration 16Q: 3 clusters Score -746227.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -746246.250000 Penalty: 4334.492188
	Iteration 17Q: 3 clusters Score -746246.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -746258.750000 Penalty: 4334.492188
	Iteration 18Q: 3 clusters Score -746258.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -746278.312500 Penalty: 4334.492188
	Iteration 19Q: 3 clusters Score -746278.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -746290.187500 Penalty: 4334.492188
	Iteration 20F: 3 clusters Score -746290.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -746308.062500 Penalty: 4334.492188
	Iteration 21Q: 3 clusters Score -746308.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -746320.437500 Penalty: 4334.492188
	Iteration 22Q: 3 clusters Score -746320.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -746333.312500 Penalty: 4334.492188
	Iteration 23Q: 3 clusters Score -746333.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -746347.125000 Penalty: 4334.492188
	Iteration 24Q: 3 clusters Score -746347.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -746360.125000 Penalty: 4334.492188
	Iteration 25Q: 3 clusters Score -746360.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -746375.000000 Penalty: 4334.492188
	Iteration 26Q: 3 clusters Score -746375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -746387.937500 Penalty: 4334.492188
	Iteration 27Q: 3 clusters Score -746387.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -746399.375000 Penalty: 4334.492188
	Iteration 28Q: 3 clusters Score -746399.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -746414.687500 Penalty: 4334.492188
	Iteration 29Q: 3 clusters Score -746414.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -746429.937500 Penalty: 4334.492188
	Iteration 30Q: 3 clusters Score -746429.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -746450.500000 Penalty: 4334.492188
	Iteration 31Q: 3 clusters Score -746450.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -746463.437500 Penalty: 4334.492188
	Iteration 32Q: 3 clusters Score -746463.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -746482.250000 Penalty: 4334.492188
	Iteration 33Q: 3 clusters Score -746482.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -746497.437500 Penalty: 4334.492188
	Iteration 34Q: 3 clusters Score -746497.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -746509.437500 Penalty: 4334.492188
	Iteration 35Q: 3 clusters Score -746509.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -746521.062500 Penalty: 4334.492188
	Iteration 36Q: 3 clusters Score -746521.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -746533.125000 Penalty: 4334.492188
	Iteration 37Q: 3 clusters Score -746533.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -746545.000000 Penalty: 4334.492188
	Iteration 38Q: 3 clusters Score -746545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -746563.687500 Penalty: 4334.492188
	Iteration 39Q: 3 clusters Score -746563.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -746582.250000 Penalty: 4334.492188
	Iteration 40F: 3 clusters Score -746582.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -746596.250000 Penalty: 4334.492188
	Iteration 41Q: 3 clusters Score -746596.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -746611.937500 Penalty: 4334.492188
	Iteration 42Q: 3 clusters Score -746611.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -746623.562500 Penalty: 4334.492188
	Iteration 43Q: 3 clusters Score -746623.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -746639.875000 Penalty: 4334.492188
	Iteration 44Q: 3 clusters Score -746639.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -746653.562500 Penalty: 4334.492188
	Iteration 45Q: 3 clusters Score -746653.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -746667.937500 Penalty: 4334.492188
	Iteration 46Q: 3 clusters Score -746667.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -746680.875000 Penalty: 4334.492188
	Iteration 47Q: 3 clusters Score -746680.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -746697.312500 Penalty: 4334.492188
	Iteration 48Q: 3 clusters Score -746697.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -746713.062500 Penalty: 4334.492188
	Iteration 49Q: 3 clusters Score -746713.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -746735.812500 Penalty: 4334.492188
	Iteration 50Q: 3 clusters Score -746735.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -746760.312500 Penalty: 4334.492188
	Iteration 51Q: 3 clusters Score -746760.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -746777.812500 Penalty: 4334.492188
	Iteration 52Q: 3 clusters Score -746777.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -746794.375000 Penalty: 4334.492188
	Iteration 53Q: 3 clusters Score -746794.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -746814.375000 Penalty: 4334.492188
	Iteration 54Q: 3 clusters Score -746814.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -746835.125000 Penalty: 4334.492188
	Iteration 55Q: 3 clusters Score -746835.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -746859.000000 Penalty: 4334.492188
	Iteration 56Q: 3 clusters Score -746859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -746887.375000 Penalty: 4334.492188
	Iteration 57Q: 3 clusters Score -746887.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -746913.250000 Penalty: 4334.492188
	Iteration 58Q: 3 clusters Score -746913.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -746930.000000 Penalty: 4334.492188
	Iteration 59Q: 3 clusters Score -746930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -746940.062500 Penalty: 4334.492188
	Iteration 60F: 3 clusters Score -746940.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -746955.687500 Penalty: 4334.492188
	Iteration 61Q: 3 clusters Score -746955.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -746967.062500 Penalty: 4334.492188
	Iteration 62Q: 3 clusters Score -746967.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -746980.687500 Penalty: 4334.492188
	Iteration 63Q: 3 clusters Score -746980.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -746997.250000 Penalty: 4334.492188
	Iteration 64Q: 3 clusters Score -746997.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -747012.562500 Penalty: 4334.492188
	Iteration 65Q: 3 clusters Score -747012.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -747028.187500 Penalty: 4334.492188
	Iteration 66Q: 3 clusters Score -747028.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -747039.750000 Penalty: 4334.492188
	Iteration 67Q: 3 clusters Score -747039.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -747051.187500 Penalty: 4334.492188
	Iteration 68Q: 3 clusters Score -747051.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -747061.062500 Penalty: 4334.492188
	Iteration 69Q: 3 clusters Score -747061.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -747069.312500 Penalty: 4334.492188
	Iteration 70Q: 3 clusters Score -747069.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -747080.625000 Penalty: 4334.492188
	Iteration 71Q: 3 clusters Score -747080.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -747089.187500 Penalty: 4334.492188
	Iteration 72Q: 3 clusters Score -747089.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -747100.000000 Penalty: 4334.492188
	Iteration 73Q: 3 clusters Score -747100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -747106.187500 Penalty: 4334.492188
	Iteration 74Q: 3 clusters Score -747106.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -747115.000000 Penalty: 4334.492188
	Iteration 75Q: 3 clusters Score -747115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -747125.250000 Penalty: 4334.492188
	Iteration 76Q: 3 clusters Score -747125.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -747134.812500 Penalty: 4334.492188
	Iteration 77Q: 3 clusters Score -747134.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -747147.812500 Penalty: 4334.492188
	Iteration 78Q: 3 clusters Score -747147.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -747156.375000 Penalty: 4334.492188
	Iteration 79Q: 3 clusters Score -747156.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -747169.250000 Penalty: 4334.492188
	Iteration 80F: 3 clusters Score -747169.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -747182.562500 Penalty: 4334.492188
	Iteration 81Q: 3 clusters Score -747182.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -747195.125000 Penalty: 4334.492188
	Iteration 82Q: 3 clusters Score -747195.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -747208.562500 Penalty: 4334.492188
	Iteration 83Q: 3 clusters Score -747208.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -747222.625000 Penalty: 4334.492188
	Iteration 84Q: 3 clusters Score -747222.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -747238.125000 Penalty: 4334.492188
	Iteration 85Q: 3 clusters Score -747238.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -747254.375000 Penalty: 4334.492188
	Iteration 86Q: 3 clusters Score -747254.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -747271.187500 Penalty: 4334.492188
	Iteration 87Q: 3 clusters Score -747271.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -747288.750000 Penalty: 4334.492188
	Iteration 88Q: 3 clusters Score -747288.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -747297.812500 Penalty: 4334.492188
	Iteration 89Q: 3 clusters Score -747297.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -747307.312500 Penalty: 4334.492188
	Iteration 90Q: 3 clusters Score -747307.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -747317.312500 Penalty: 4334.492188
	Iteration 91Q: 3 clusters Score -747317.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -747321.937500 Penalty: 4334.492188
	Iteration 92Q: 3 clusters Score -747321.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -747330.562500 Penalty: 4334.492188
	Iteration 93Q: 3 clusters Score -747330.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -747335.875000 Penalty: 4334.492188
	Iteration 94Q: 3 clusters Score -747335.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -747343.687500 Penalty: 4334.492188
	Iteration 95Q: 3 clusters Score -747343.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -747346.750000 Penalty: 4334.492188
	Iteration 96Q: 3 clusters Score -747346.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -747352.125000 Penalty: 4334.492188
	Iteration 97Q: 3 clusters Score -747352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -747356.437500 Penalty: 4334.492188
	Iteration 98Q: 3 clusters Score -747356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -747356.187500 Penalty: 4334.492188
	Iteration 99Q: 3 clusters Score -747356.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -747357.125000 Penalty: 4334.492188
	Iteration 100F: 3 clusters Score -747357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -624142.687500 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -624142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -619292.750000 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -619292.8 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -620679.187500 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -620679.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -620981.750000 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -620981.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -621211.250000 Penalty: 4281.624023
	Iteration 3F: 3 clusters Score -621211.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -621393.437500 Penalty: 4281.624023
	Iteration 4Q: 3 clusters Score -621393.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -621542.437500 Penalty: 4281.624023
	Iteration 5Q: 3 clusters Score -621542.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -621641.062500 Penalty: 4281.624023
	Iteration 6Q: 3 clusters Score -621641.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -621720.125000 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -621720.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -621794.687500 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -621794.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -621847.500000 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -621847.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -621907.312500 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -621907.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -621951.187500 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -621951.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -621984.875000 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -621984.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -622012.375000 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -622012.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -622036.125000 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -622036.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -622049.312500 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -622049.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -622059.625000 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -622059.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -622071.500000 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -622071.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -622078.750000 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -622078.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -622084.062500 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -622084.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -622087.812500 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -622087.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -622089.562500 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -622089.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -622090.375000 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -622090.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -622093.000000 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -622093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -622094.062500 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -622094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -622096.500000 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -622096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -622095.562500 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -622095.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -622095.750000 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -622095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -622095.625000 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -622095.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -622096.000000 Penalty: 4281.624023
	Iteration 29Q: 3 clusters Score -622096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -622097.125000 Penalty: 4281.624023
	Iteration 30Q: 3 clusters Score -622097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -622096.875000 Penalty: 4281.624023
	Iteration 31Q: 3 clusters Score -622096.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -622098.187500 Penalty: 4281.624023
	Iteration 32Q: 3 clusters Score -622098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -622097.687500 Penalty: 4281.624023
	Iteration 33Q: 3 clusters Score -622097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -622099.375000 Penalty: 4281.624023
	Iteration 34Q: 3 clusters Score -622099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -622098.125000 Penalty: 4281.624023
	Iteration 35Q: 3 clusters Score -622098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -622099.812500 Penalty: 4281.624023
	Iteration 36Q: 3 clusters Score -622099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -622100.062500 Penalty: 4281.624023
	Iteration 37Q: 3 clusters Score -622100.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -622100.062500 Penalty: 4281.624023
	Iteration 38F: 3 clusters Score -622100.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Entering Unmasked Estep 
Score: -1656421.000000 Penalty: 2363.609619
	Iteration 0F: 2 clusters Score -1656421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1646392.000000 Penalty: 4727.219238
	Iteration 0F: 3 clusters Score -1646392 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1649603.375000 Penalty: 4727.219238
	Iteration 1F: 3 clusters Score -1649603 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1649985.500000 Penalty: 4727.219238
	Iteration 2F: 3 clusters Score -1649986 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1650352.750000 Penalty: 4727.219238
	Iteration 3F: 3 clusters Score -1650353 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1650669.625000 Penalty: 4727.219238
	Iteration 4Q: 3 clusters Score -1650670 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1650932.250000 Penalty: 4727.219238
	Iteration 5Q: 3 clusters Score -1650932 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1651160.375000 Penalty: 4727.219238
	Iteration 6Q: 3 clusters Score -1651160 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1651393.000000 Penalty: 4727.219238
	Iteration 7Q: 3 clusters Score -1651393 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1651633.625000 Penalty: 4727.219238
	Iteration 8Q: 3 clusters Score -1651634 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1651869.375000 Penalty: 4727.219238
	Iteration 9Q: 3 clusters Score -1651869 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1652121.625000 Penalty: 4727.219238
	Iteration 10Q: 3 clusters Score -1652122 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1652392.000000 Penalty: 4727.219238
	Iteration 11Q: 3 clusters Score -1652392 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1652663.375000 Penalty: 4727.219238
	Iteration 12Q: 3 clusters Score -1652663 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1652979.000000 Penalty: 4727.219238
	Iteration 13Q: 3 clusters Score -1652979 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1653351.625000 Penalty: 4727.219238
	Iteration 14Q: 3 clusters Score -1653352 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1653724.250000 Penalty: 4727.219238
	Iteration 15Q: 3 clusters Score -1653724 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1654079.250000 Penalty: 4727.219238
	Iteration 16Q: 3 clusters Score -1654079 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1654389.625000 Penalty: 4727.219238
	Iteration 17Q: 3 clusters Score -1654390 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1654594.125000 Penalty: 4727.219238
	Iteration 18Q: 3 clusters Score -1654594 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1654712.250000 Penalty: 4727.219238
	Iteration 19Q: 3 clusters Score -1654712 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1654787.000000 Penalty: 4727.219238
	Iteration 20F: 3 clusters Score -1654787 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1654831.750000 Penalty: 4727.219238
	Iteration 21Q: 3 clusters Score -1654832 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1654853.750000 Penalty: 4727.219238
	Iteration 22Q: 3 clusters Score -1654854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1654875.125000 Penalty: 4727.219238
	Iteration 23Q: 3 clusters Score -1654875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1654898.750000 Penalty: 4727.219238
	Iteration 24Q: 3 clusters Score -1654899 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1654932.125000 Penalty: 4727.219238
	Iteration 25Q: 3 clusters Score -1654932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1654948.875000 Penalty: 4727.219238
	Iteration 26Q: 3 clusters Score -1654949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1654964.500000 Penalty: 4727.219238
	Iteration 27Q: 3 clusters Score -1654964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1654973.500000 Penalty: 4727.219238
	Iteration 28Q: 3 clusters Score -1654974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1654986.250000 Penalty: 4727.219238
	Iteration 29Q: 3 clusters Score -1654986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1654990.625000 Penalty: 4727.219238
	Iteration 30Q: 3 clusters Score -1654991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1654998.000000 Penalty: 4727.219238
	Iteration 31Q: 3 clusters Score -1654998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1655007.625000 Penalty: 4727.219238
	Iteration 32Q: 3 clusters Score -1655008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1655009.000000 Penalty: 4727.219238
	Iteration 33Q: 3 clusters Score -1655009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1655018.500000 Penalty: 4727.219238
	Iteration 34Q: 3 clusters Score -1655018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1655025.500000 Penalty: 4727.219238
	Iteration 35Q: 3 clusters Score -1655026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1655031.375000 Penalty: 4727.219238
	Iteration 36Q: 3 clusters Score -1655031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1655031.500000 Penalty: 4727.219238
	Iteration 37Q: 3 clusters Score -1655032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1655031.875000 Penalty: 4727.219238
	Iteration 38Q: 3 clusters Score -1655032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1655031.875000 Penalty: 4727.219238
	Iteration 39Q: 3 clusters Score -1655032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1655032.625000 Penalty: 4727.219238
	Iteration 40F: 3 clusters Score -1655033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1655033.375000 Penalty: 4727.219238
	Iteration 41Q: 3 clusters Score -1655033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1655031.125000 Penalty: 4727.219238
	Iteration 42Q: 3 clusters Score -1655031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1655035.125000 Penalty: 4727.219238
	Iteration 43Q: 3 clusters Score -1655035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1655036.125000 Penalty: 4727.219238
	Iteration 44Q: 3 clusters Score -1655036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1655036.875000 Penalty: 4727.219238
	Iteration 45Q: 3 clusters Score -1655037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1655040.375000 Penalty: 4727.219238
	Iteration 46Q: 3 clusters Score -1655040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1655041.750000 Penalty: 4727.219238
	Iteration 47Q: 3 clusters Score -1655042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1655041.125000 Penalty: 4727.219238
	Iteration 48Q: 3 clusters Score -1655041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1655040.375000 Penalty: 4727.219238
	Iteration 49Q: 3 clusters Score -1655040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1655039.625000 Penalty: 4727.219238
	Iteration 50Q: 3 clusters Score -1655040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1655043.875000 Penalty: 4727.219238
	Iteration 51Q: 3 clusters Score -1655044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1655045.250000 Penalty: 4727.219238
	Iteration 52Q: 3 clusters Score -1655045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1655047.250000 Penalty: 4727.219238
	Iteration 53Q: 3 clusters Score -1655047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1655049.000000 Penalty: 4727.219238
	Iteration 54Q: 3 clusters Score -1655049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1655052.750000 Penalty: 4727.219238
	Iteration 55Q: 3 clusters Score -1655053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1655053.250000 Penalty: 4727.219238
	Iteration 56Q: 3 clusters Score -1655053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1655048.500000 Penalty: 4727.219238
	Iteration 57Q: 3 clusters Score -1655048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1655046.375000 Penalty: 4727.219238
	Iteration 58Q: 3 clusters Score -1655046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1655046.125000 Penalty: 4727.219238
	Iteration 59Q: 3 clusters Score -1655046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1655048.375000 Penalty: 4727.219238
	Iteration 60F: 3 clusters Score -1655048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1655048.750000 Penalty: 4727.219238
	Iteration 61Q: 3 clusters Score -1655049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1655047.500000 Penalty: 4727.219238
	Iteration 62Q: 3 clusters Score -1655048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1655047.250000 Penalty: 4727.219238
	Iteration 63Q: 3 clusters Score -1655047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1655048.625000 Penalty: 4727.219238
	Iteration 64Q: 3 clusters Score -1655049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1655046.875000 Penalty: 4727.219238
	Iteration 65Q: 3 clusters Score -1655047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1655049.875000 Penalty: 4727.219238
	Iteration 66Q: 3 clusters Score -1655050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1655049.875000 Penalty: 4727.219238
	Iteration 67F: 3 clusters Score -1655050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Entering Unmasked Estep 
Score: -188390.187500 Penalty: 1828.285278
	Iteration 0F: 2 clusters Score -188390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186052.203125 Penalty: 3656.570557
	Iteration 0F: 3 clusters Score -186052.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186439.156250 Penalty: 3656.570557
	Iteration 1F: 3 clusters Score -186439.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -186551.796875 Penalty: 3656.570557
	Iteration 2F: 3 clusters Score -186551.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -186605.171875 Penalty: 3656.570557
	Iteration 3Q: 3 clusters Score -186605.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186637.421875 Penalty: 3656.570557
	Iteration 4Q: 3 clusters Score -186637.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186660.343750 Penalty: 3656.570557
	Iteration 5Q: 3 clusters Score -186660.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186674.031250 Penalty: 3656.570557
	Iteration 6Q: 3 clusters Score -186674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186681.968750 Penalty: 3656.570557
	Iteration 7Q: 3 clusters Score -186682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -186689.343750 Penalty: 3656.570557
	Iteration 8Q: 3 clusters Score -186689.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -186695.562500 Penalty: 3656.570557
	Iteration 9Q: 3 clusters Score -186695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -186698.718750 Penalty: 3656.570557
	Iteration 10Q: 3 clusters Score -186698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -186699.156250 Penalty: 3656.570557
	Iteration 11Q: 3 clusters Score -186699.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -186699.156250 Penalty: 3656.570557
	Iteration 12F: 3 clusters Score -186699.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Entering Unmasked Estep 
Score: -1277292.375000 Penalty: 2355.261475
	Iteration 0F: 2 clusters Score -1277292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1267527.375000 Penalty: 4710.522949
	Iteration 0F: 3 clusters Score -1267527 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1270713.875000 Penalty: 4710.522949
	Iteration 1F: 3 clusters Score -1270714 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1271267.125000 Penalty: 4710.522949
	Iteration 2F: 3 clusters Score -1271267 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1271761.000000 Penalty: 4710.522949
	Iteration 3F: 3 clusters Score -1271761 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1272214.875000 Penalty: 4710.522949
	Iteration 4F: 3 clusters Score -1272215 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1272661.250000 Penalty: 4710.522949
	Iteration 5F: 3 clusters Score -1272661 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1273085.250000 Penalty: 4710.522949
	Iteration 6Q: 3 clusters Score -1273085 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1273444.000000 Penalty: 4710.522949
	Iteration 7Q: 3 clusters Score -1273444 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1273820.750000 Penalty: 4710.522949
	Iteration 8Q: 3 clusters Score -1273821 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1274132.250000 Penalty: 4710.522949
	Iteration 9Q: 3 clusters Score -1274132 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1274414.625000 Penalty: 4710.522949
	Iteration 10Q: 3 clusters Score -1274415 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1274696.750000 Penalty: 4710.522949
	Iteration 11Q: 3 clusters Score -1274697 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1274921.250000 Penalty: 4710.522949
	Iteration 12Q: 3 clusters Score -1274921 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1275115.750000 Penalty: 4710.522949
	Iteration 13Q: 3 clusters Score -1275116 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1275258.000000 Penalty: 4710.522949
	Iteration 14Q: 3 clusters Score -1275258 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1275363.750000 Penalty: 4710.522949
	Iteration 15Q: 3 clusters Score -1275364 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1275450.375000 Penalty: 4710.522949
	Iteration 16Q: 3 clusters Score -1275450 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1275517.625000 Penalty: 4710.522949
	Iteration 17Q: 3 clusters Score -1275518 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1275572.625000 Penalty: 4710.522949
	Iteration 18Q: 3 clusters Score -1275573 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1275607.875000 Penalty: 4710.522949
	Iteration 19Q: 3 clusters Score -1275608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1275645.500000 Penalty: 4710.522949
	Iteration 20F: 3 clusters Score -1275646 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1275679.000000 Penalty: 4710.522949
	Iteration 21Q: 3 clusters Score -1275679 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1275715.625000 Penalty: 4710.522949
	Iteration 22Q: 3 clusters Score -1275716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1275748.000000 Penalty: 4710.522949
	Iteration 23Q: 3 clusters Score -1275748 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1275791.250000 Penalty: 4710.522949
	Iteration 24Q: 3 clusters Score -1275791 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1275839.750000 Penalty: 4710.522949
	Iteration 25Q: 3 clusters Score -1275840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1275883.625000 Penalty: 4710.522949
	Iteration 26Q: 3 clusters Score -1275884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1275918.250000 Penalty: 4710.522949
	Iteration 27Q: 3 clusters Score -1275918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1275945.625000 Penalty: 4710.522949
	Iteration 28Q: 3 clusters Score -1275946 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1275971.625000 Penalty: 4710.522949
	Iteration 29Q: 3 clusters Score -1275972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1275988.000000 Penalty: 4710.522949
	Iteration 30Q: 3 clusters Score -1275988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1276012.875000 Penalty: 4710.522949
	Iteration 31Q: 3 clusters Score -1276013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1276032.750000 Penalty: 4710.522949
	Iteration 32Q: 3 clusters Score -1276033 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1276046.375000 Penalty: 4710.522949
	Iteration 33Q: 3 clusters Score -1276046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1276055.625000 Penalty: 4710.522949
	Iteration 34Q: 3 clusters Score -1276056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1276070.000000 Penalty: 4710.522949
	Iteration 35Q: 3 clusters Score -1276070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1276086.125000 Penalty: 4710.522949
	Iteration 36Q: 3 clusters Score -1276086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1276106.000000 Penalty: 4710.522949
	Iteration 37Q: 3 clusters Score -1276106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1276128.625000 Penalty: 4710.522949
	Iteration 38Q: 3 clusters Score -1276129 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1276145.500000 Penalty: 4710.522949
	Iteration 39Q: 3 clusters Score -1276146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1276158.250000 Penalty: 4710.522949
	Iteration 40F: 3 clusters Score -1276158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1276173.875000 Penalty: 4710.522949
	Iteration 41Q: 3 clusters Score -1276174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1276186.375000 Penalty: 4710.522949
	Iteration 42Q: 3 clusters Score -1276186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1276206.375000 Penalty: 4710.522949
	Iteration 43Q: 3 clusters Score -1276206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1276232.875000 Penalty: 4710.522949
	Iteration 44Q: 3 clusters Score -1276233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1276250.000000 Penalty: 4710.522949
	Iteration 45Q: 3 clusters Score -1276250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1276262.500000 Penalty: 4710.522949
	Iteration 46Q: 3 clusters Score -1276262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1276273.250000 Penalty: 4710.522949
	Iteration 47Q: 3 clusters Score -1276273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1276281.500000 Penalty: 4710.522949
	Iteration 48Q: 3 clusters Score -1276282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1276292.875000 Penalty: 4710.522949
	Iteration 49Q: 3 clusters Score -1276293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1276298.375000 Penalty: 4710.522949
	Iteration 50Q: 3 clusters Score -1276298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1276304.500000 Penalty: 4710.522949
	Iteration 51Q: 3 clusters Score -1276304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1276311.875000 Penalty: 4710.522949
	Iteration 52Q: 3 clusters Score -1276312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1276313.875000 Penalty: 4710.522949
	Iteration 53Q: 3 clusters Score -1276314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1276325.625000 Penalty: 4710.522949
	Iteration 54Q: 3 clusters Score -1276326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1276330.875000 Penalty: 4710.522949
	Iteration 55Q: 3 clusters Score -1276331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1276332.750000 Penalty: 4710.522949
	Iteration 56Q: 3 clusters Score -1276333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1276337.750000 Penalty: 4710.522949
	Iteration 57Q: 3 clusters Score -1276338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1276337.500000 Penalty: 4710.522949
	Iteration 58Q: 3 clusters Score -1276338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1276342.000000 Penalty: 4710.522949
	Iteration 59Q: 3 clusters Score -1276342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1276346.000000 Penalty: 4710.522949
	Iteration 60F: 3 clusters Score -1276346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1276347.875000 Penalty: 4710.522949
	Iteration 61Q: 3 clusters Score -1276348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1276354.500000 Penalty: 4710.522949
	Iteration 62Q: 3 clusters Score -1276354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1276352.750000 Penalty: 4710.522949
	Iteration 63Q: 3 clusters Score -1276353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1276355.875000 Penalty: 4710.522949
	Iteration 64Q: 3 clusters Score -1276356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1276359.750000 Penalty: 4710.522949
	Iteration 65Q: 3 clusters Score -1276360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1276360.250000 Penalty: 4710.522949
	Iteration 66Q: 3 clusters Score -1276360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1276358.625000 Penalty: 4710.522949
	Iteration 67Q: 3 clusters Score -1276359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1276360.500000 Penalty: 4710.522949
	Iteration 68Q: 3 clusters Score -1276360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1276360.875000 Penalty: 4710.522949
	Iteration 69Q: 3 clusters Score -1276361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1276360.875000 Penalty: 4710.522949
	Iteration 70F: 3 clusters Score -1276361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Entering Unmasked Estep 
Score: -1804109.875000 Penalty: 2383.526611
	Iteration 0F: 2 clusters Score -1804110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1793353.750000 Penalty: 4767.053223
	Iteration 0F: 3 clusters Score -1793354 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1796941.250000 Penalty: 4767.053223
	Iteration 1F: 3 clusters Score -1796941 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1797481.750000 Penalty: 4767.053223
	Iteration 2F: 3 clusters Score -1797482 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1797977.000000 Penalty: 4767.053223
	Iteration 3F: 3 clusters Score -1797977 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1798418.250000 Penalty: 4767.053223
	Iteration 4F: 3 clusters Score -1798418 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1798859.875000 Penalty: 4767.053223
	Iteration 5F: 3 clusters Score -1798860 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1799320.375000 Penalty: 4767.053223
	Iteration 6F: 3 clusters Score -1799320 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1799768.875000 Penalty: 4767.053223
	Iteration 7F: 3 clusters Score -1799769 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1800174.625000 Penalty: 4767.053223
	Iteration 8F: 3 clusters Score -1800175 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1800563.625000 Penalty: 4767.053223
	Iteration 9Q: 3 clusters Score -1800564 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1800934.500000 Penalty: 4767.053223
	Iteration 10Q: 3 clusters Score -1800934 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1801316.250000 Penalty: 4767.053223
	Iteration 11Q: 3 clusters Score -1801316 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1801740.750000 Penalty: 4767.053223
	Iteration 12Q: 3 clusters Score -1801741 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1802110.375000 Penalty: 4767.053223
	Iteration 13Q: 3 clusters Score -1802110 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1802441.375000 Penalty: 4767.053223
	Iteration 14Q: 3 clusters Score -1802441 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1802707.125000 Penalty: 4767.053223
	Iteration 15Q: 3 clusters Score -1802707 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1802954.750000 Penalty: 4767.053223
	Iteration 16Q: 3 clusters Score -1802955 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1803165.625000 Penalty: 4767.053223
	Iteration 17Q: 3 clusters Score -1803166 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1803304.125000 Penalty: 4767.053223
	Iteration 18Q: 3 clusters Score -1803304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1803430.625000 Penalty: 4767.053223
	Iteration 19Q: 3 clusters Score -1803431 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1803520.125000 Penalty: 4767.053223
	Iteration 20F: 3 clusters Score -1803520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1803574.625000 Penalty: 4767.053223
	Iteration 21Q: 3 clusters Score -1803575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1803601.375000 Penalty: 4767.053223
	Iteration 22Q: 3 clusters Score -1803601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1803615.125000 Penalty: 4767.053223
	Iteration 23Q: 3 clusters Score -1803615 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1803622.875000 Penalty: 4767.053223
	Iteration 24Q: 3 clusters Score -1803623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1803634.750000 Penalty: 4767.053223
	Iteration 25Q: 3 clusters Score -1803635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1803643.625000 Penalty: 4767.053223
	Iteration 26Q: 3 clusters Score -1803644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1803650.875000 Penalty: 4767.053223
	Iteration 27Q: 3 clusters Score -1803651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1803659.250000 Penalty: 4767.053223
	Iteration 28Q: 3 clusters Score -1803659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1803664.000000 Penalty: 4767.053223
	Iteration 29Q: 3 clusters Score -1803664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1803669.125000 Penalty: 4767.053223
	Iteration 30Q: 3 clusters Score -1803669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1803672.250000 Penalty: 4767.053223
	Iteration 31Q: 3 clusters Score -1803672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1803672.250000 Penalty: 4767.053223
	Iteration 32Q: 3 clusters Score -1803672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1803672.250000 Penalty: 4767.053223
	Iteration 33F: 3 clusters Score -1803672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Entering Unmasked Estep 
Score: -369940.718750 Penalty: 1998.622070
	Iteration 0F: 2 clusters Score -369940.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -366566.343750 Penalty: 3997.244141
	Iteration 0F: 3 clusters Score -366566.3 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -367254.031250 Penalty: 3997.244141
	Iteration 1F: 3 clusters Score -367254 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -367441.000000 Penalty: 3997.244141
	Iteration 2F: 3 clusters Score -367441 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -367583.312500 Penalty: 3997.244141
	Iteration 3F: 3 clusters Score -367583.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -367715.062500 Penalty: 3997.244141
	Iteration 4Q: 3 clusters Score -367715.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -367848.281250 Penalty: 3997.244141
	Iteration 5Q: 3 clusters Score -367848.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -367989.312500 Penalty: 3997.244141
	Iteration 6Q: 3 clusters Score -367989.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -368127.906250 Penalty: 3997.244141
	Iteration 7Q: 3 clusters Score -368127.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -368238.343750 Penalty: 3997.244141
	Iteration 8Q: 3 clusters Score -368238.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -368336.625000 Penalty: 3997.244141
	Iteration 9Q: 3 clusters Score -368336.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -368415.468750 Penalty: 3997.244141
	Iteration 10Q: 3 clusters Score -368415.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -368487.000000 Penalty: 3997.244141
	Iteration 11Q: 3 clusters Score -368487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -368541.312500 Penalty: 3997.244141
	Iteration 12Q: 3 clusters Score -368541.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -368581.093750 Penalty: 3997.244141
	Iteration 13Q: 3 clusters Score -368581.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -368612.406250 Penalty: 3997.244141
	Iteration 14Q: 3 clusters Score -368612.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -368637.531250 Penalty: 3997.244141
	Iteration 15Q: 3 clusters Score -368637.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -368652.937500 Penalty: 3997.244141
	Iteration 16Q: 3 clusters Score -368652.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -368666.000000 Penalty: 3997.244141
	Iteration 17Q: 3 clusters Score -368666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -368675.531250 Penalty: 3997.244141
	Iteration 18Q: 3 clusters Score -368675.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -368682.656250 Penalty: 3997.244141
	Iteration 19Q: 3 clusters Score -368682.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -368689.968750 Penalty: 3997.244141
	Iteration 20F: 3 clusters Score -368690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -368692.718750 Penalty: 3997.244141
	Iteration 21Q: 3 clusters Score -368692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -368693.968750 Penalty: 3997.244141
	Iteration 22Q: 3 clusters Score -368694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -368695.968750 Penalty: 3997.244141
	Iteration 23Q: 3 clusters Score -368696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -368696.687500 Penalty: 3997.244141
	Iteration 24Q: 3 clusters Score -368696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -368696.687500 Penalty: 3997.244141
	Iteration 25F: 3 clusters Score -368696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Entering Unmasked Estep 
Score: -700957.312500 Penalty: 2152.722412
	Iteration 0F: 2 clusters Score -700957.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -695875.687500 Penalty: 4305.444824
	Iteration 0F: 3 clusters Score -695875.7 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -697255.750000 Penalty: 4305.444824
	Iteration 1F: 3 clusters Score -697255.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -697588.937500 Penalty: 4305.444824
	Iteration 2F: 3 clusters Score -697588.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -697845.250000 Penalty: 4305.444824
	Iteration 3F: 3 clusters Score -697845.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -698086.562500 Penalty: 4305.444824
	Iteration 4F: 3 clusters Score -698086.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -698337.875000 Penalty: 4305.444824
	Iteration 5F: 3 clusters Score -698337.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -698531.500000 Penalty: 4305.444824
	Iteration 6Q: 3 clusters Score -698531.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -698674.812500 Penalty: 4305.444824
	Iteration 7Q: 3 clusters Score -698674.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -698777.312500 Penalty: 4305.444824
	Iteration 8Q: 3 clusters Score -698777.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -698842.812500 Penalty: 4305.444824
	Iteration 9Q: 3 clusters Score -698842.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -698909.375000 Penalty: 4305.444824
	Iteration 10Q: 3 clusters Score -698909.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -698962.250000 Penalty: 4305.444824
	Iteration 11Q: 3 clusters Score -698962.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -698998.375000 Penalty: 4305.444824
	Iteration 12Q: 3 clusters Score -698998.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -699024.062500 Penalty: 4305.444824
	Iteration 13Q: 3 clusters Score -699024.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -699037.437500 Penalty: 4305.444824
	Iteration 14Q: 3 clusters Score -699037.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -699050.812500 Penalty: 4305.444824
	Iteration 15Q: 3 clusters Score -699050.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -699061.250000 Penalty: 4305.444824
	Iteration 16Q: 3 clusters Score -699061.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -699068.937500 Penalty: 4305.444824
	Iteration 17Q: 3 clusters Score -699068.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -699078.562500 Penalty: 4305.444824
	Iteration 18Q: 3 clusters Score -699078.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -699089.000000 Penalty: 4305.444824
	Iteration 19Q: 3 clusters Score -699089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -699097.500000 Penalty: 4305.444824
	Iteration 20F: 3 clusters Score -699097.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -699101.250000 Penalty: 4305.444824
	Iteration 21Q: 3 clusters Score -699101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -699105.250000 Penalty: 4305.444824
	Iteration 22Q: 3 clusters Score -699105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -699104.000000 Penalty: 4305.444824
	Iteration 23Q: 3 clusters Score -699104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -699105.812500 Penalty: 4305.444824
	Iteration 24Q: 3 clusters Score -699105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -699106.562500 Penalty: 4305.444824
	Iteration 25Q: 3 clusters Score -699106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -699106.562500 Penalty: 4305.444824
	Iteration 26F: 3 clusters Score -699106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -573675.312500 Penalty: 2103.839355
	Iteration 0F: 2 clusters Score -573675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -569220.937500 Penalty: 4207.678711
	Iteration 0F: 3 clusters Score -569220.9 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -570296.687500 Penalty: 4207.678711
	Iteration 1F: 3 clusters Score -570296.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -570608.125000 Penalty: 4207.678711
	Iteration 2F: 3 clusters Score -570608.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -570849.750000 Penalty: 4207.678711
	Iteration 3F: 3 clusters Score -570849.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -570985.937500 Penalty: 4207.678711
	Iteration 4Q: 3 clusters Score -570985.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -571098.687500 Penalty: 4207.678711
	Iteration 5Q: 3 clusters Score -571098.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -571180.312500 Penalty: 4207.678711
	Iteration 6Q: 3 clusters Score -571180.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -571244.562500 Penalty: 4207.678711
	Iteration 7Q: 3 clusters Score -571244.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -571295.125000 Penalty: 4207.678711
	Iteration 8Q: 3 clusters Score -571295.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -571346.625000 Penalty: 4207.678711
	Iteration 9Q: 3 clusters Score -571346.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -571414.875000 Penalty: 4207.678711
	Iteration 10Q: 3 clusters Score -571414.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -571505.750000 Penalty: 4207.678711
	Iteration 11Q: 3 clusters Score -571505.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -571609.562500 Penalty: 4207.678711
	Iteration 12Q: 3 clusters Score -571609.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -571717.812500 Penalty: 4207.678711
	Iteration 13Q: 3 clusters Score -571717.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -571844.937500 Penalty: 4207.678711
	Iteration 14Q: 3 clusters Score -571844.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -572037.500000 Penalty: 4207.678711
	Iteration 15Q: 3 clusters Score -572037.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -572288.687500 Penalty: 4207.678711
	Iteration 16Q: 3 clusters Score -572288.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -572515.562500 Penalty: 4207.678711
	Iteration 17Q: 3 clusters Score -572515.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -572652.250000 Penalty: 4207.678711
	Iteration 18Q: 3 clusters Score -572652.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -572718.250000 Penalty: 4207.678711
	Iteration 19Q: 3 clusters Score -572718.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -572749.250000 Penalty: 4207.678711
	Iteration 20F: 3 clusters Score -572749.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -572767.125000 Penalty: 4207.678711
	Iteration 21Q: 3 clusters Score -572767.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -572776.187500 Penalty: 4207.678711
	Iteration 22Q: 3 clusters Score -572776.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -572785.500000 Penalty: 4207.678711
	Iteration 23Q: 3 clusters Score -572785.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -572792.750000 Penalty: 4207.678711
	Iteration 24Q: 3 clusters Score -572792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -572800.375000 Penalty: 4207.678711
	Iteration 25Q: 3 clusters Score -572800.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -572808.250000 Penalty: 4207.678711
	Iteration 26Q: 3 clusters Score -572808.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -572817.250000 Penalty: 4207.678711
	Iteration 27Q: 3 clusters Score -572817.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -572820.562500 Penalty: 4207.678711
	Iteration 28Q: 3 clusters Score -572820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -572823.500000 Penalty: 4207.678711
	Iteration 29Q: 3 clusters Score -572823.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -572824.937500 Penalty: 4207.678711
	Iteration 30Q: 3 clusters Score -572824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -572825.312500 Penalty: 4207.678711
	Iteration 31Q: 3 clusters Score -572825.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -572826.125000 Penalty: 4207.678711
	Iteration 32Q: 3 clusters Score -572826.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -572830.875000 Penalty: 4207.678711
	Iteration 33Q: 3 clusters Score -572830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -572832.687500 Penalty: 4207.678711
	Iteration 34Q: 3 clusters Score -572832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -572832.250000 Penalty: 4207.678711
	Iteration 35Q: 3 clusters Score -572832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -572832.250000 Penalty: 4207.678711
	Iteration 36F: 3 clusters Score -572832.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -773637.500000 Penalty: 2172.942139
	Iteration 0F: 2 clusters Score -773637.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -768308.187500 Penalty: 4345.884277
	Iteration 0F: 3 clusters Score -768308.2 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -769702.375000 Penalty: 4345.884277
	Iteration 1F: 3 clusters Score -769702.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -769943.000000 Penalty: 4345.884277
	Iteration 2F: 3 clusters Score -769943 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -770127.062500 Penalty: 4345.884277
	Iteration 3F: 3 clusters Score -770127.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -770286.187500 Penalty: 4345.884277
	Iteration 4Q: 3 clusters Score -770286.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -770425.500000 Penalty: 4345.884277
	Iteration 5Q: 3 clusters Score -770425.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -770527.562500 Penalty: 4345.884277
	Iteration 6Q: 3 clusters Score -770527.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -770623.312500 Penalty: 4345.884277
	Iteration 7Q: 3 clusters Score -770623.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -770705.625000 Penalty: 4345.884277
	Iteration 8Q: 3 clusters Score -770705.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -770778.000000 Penalty: 4345.884277
	Iteration 9Q: 3 clusters Score -770778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -770843.187500 Penalty: 4345.884277
	Iteration 10Q: 3 clusters Score -770843.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -770905.500000 Penalty: 4345.884277
	Iteration 11Q: 3 clusters Score -770905.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -770964.625000 Penalty: 4345.884277
	Iteration 12Q: 3 clusters Score -770964.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -771017.937500 Penalty: 4345.884277
	Iteration 13Q: 3 clusters Score -771017.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -771058.375000 Penalty: 4345.884277
	Iteration 14Q: 3 clusters Score -771058.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -771098.875000 Penalty: 4345.884277
	Iteration 15Q: 3 clusters Score -771098.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -771141.875000 Penalty: 4345.884277
	Iteration 16Q: 3 clusters Score -771141.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -771175.125000 Penalty: 4345.884277
	Iteration 17Q: 3 clusters Score -771175.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -771205.312500 Penalty: 4345.884277
	Iteration 18Q: 3 clusters Score -771205.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -771230.062500 Penalty: 4345.884277
	Iteration 19Q: 3 clusters Score -771230.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -771251.000000 Penalty: 4345.884277
	Iteration 20F: 3 clusters Score -771251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -771276.625000 Penalty: 4345.884277
	Iteration 21Q: 3 clusters Score -771276.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -771301.812500 Penalty: 4345.884277
	Iteration 22Q: 3 clusters Score -771301.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -771326.437500 Penalty: 4345.884277
	Iteration 23Q: 3 clusters Score -771326.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -771343.125000 Penalty: 4345.884277
	Iteration 24Q: 3 clusters Score -771343.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -771356.000000 Penalty: 4345.884277
	Iteration 25Q: 3 clusters Score -771356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -771373.500000 Penalty: 4345.884277
	Iteration 26Q: 3 clusters Score -771373.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -771388.562500 Penalty: 4345.884277
	Iteration 27Q: 3 clusters Score -771388.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -771402.937500 Penalty: 4345.884277
	Iteration 28Q: 3 clusters Score -771402.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -771418.562500 Penalty: 4345.884277
	Iteration 29Q: 3 clusters Score -771418.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -771427.562500 Penalty: 4345.884277
	Iteration 30Q: 3 clusters Score -771427.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -771440.312500 Penalty: 4345.884277
	Iteration 31Q: 3 clusters Score -771440.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -771455.562500 Penalty: 4345.884277
	Iteration 32Q: 3 clusters Score -771455.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -771468.875000 Penalty: 4345.884277
	Iteration 33Q: 3 clusters Score -771468.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -771476.062500 Penalty: 4345.884277
	Iteration 34Q: 3 clusters Score -771476.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -771482.875000 Penalty: 4345.884277
	Iteration 35Q: 3 clusters Score -771482.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -771489.000000 Penalty: 4345.884277
	Iteration 36Q: 3 clusters Score -771489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -771494.312500 Penalty: 4345.884277
	Iteration 37Q: 3 clusters Score -771494.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -771498.375000 Penalty: 4345.884277
	Iteration 38Q: 3 clusters Score -771498.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -771502.312500 Penalty: 4345.884277
	Iteration 39Q: 3 clusters Score -771502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -771504.250000 Penalty: 4345.884277
	Iteration 40F: 3 clusters Score -771504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -771503.187500 Penalty: 4345.884277
	Iteration 41Q: 3 clusters Score -771503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -771503.187500 Penalty: 4345.884277
	Iteration 42F: 3 clusters Score -771503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -183640.828125 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -183640.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -180779.390625 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -180779.4 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -181487.843750 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -181487.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -181740.828125 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -181740.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -181944.796875 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -181944.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -182164.875000 Penalty: 3862.541504
	Iteration 4F: 3 clusters Score -182164.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -182339.812500 Penalty: 3862.541504
	Iteration 5F: 3 clusters Score -182339.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -182483.671875 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -182483.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -182601.468750 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -182601.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -182679.593750 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -182679.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -182748.812500 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -182748.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -182792.156250 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -182792.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -182824.359375 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -182824.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -182859.390625 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -182859.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -182884.671875 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -182884.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -182894.734375 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -182894.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -182906.765625 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -182906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -182915.109375 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -182915.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -182925.265625 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -182925.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -182937.843750 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -182937.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -182948.078125 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -182948.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -182955.265625 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -182955.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -182963.343750 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -182963.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -182967.859375 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -182967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -182969.078125 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -182969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -182969.171875 Penalty: 3862.541504
	Iteration 24Q: 3 clusters Score -182969.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -182969.171875 Penalty: 3862.541504
	Iteration 25F: 3 clusters Score -182969.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Entering Unmasked Estep 
Score: -2045856.125000 Penalty: 2413.385742
	Iteration 0F: 2 clusters Score -2045856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2033800.250000 Penalty: 4826.771484
	Iteration 0F: 3 clusters Score -2033800 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2037620.375000 Penalty: 4826.771484
	Iteration 1F: 3 clusters Score -2037620 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2037980.000000 Penalty: 4826.771484
	Iteration 2F: 3 clusters Score -2037980 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2038281.000000 Penalty: 4826.771484
	Iteration 3Q: 3 clusters Score -2038281 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2038535.375000 Penalty: 4826.771484
	Iteration 4Q: 3 clusters Score -2038535 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2038807.250000 Penalty: 4826.771484
	Iteration 5Q: 3 clusters Score -2038807 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2039116.625000 Penalty: 4826.771484
	Iteration 6Q: 3 clusters Score -2039117 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2039482.750000 Penalty: 4826.771484
	Iteration 7Q: 3 clusters Score -2039483 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2039927.750000 Penalty: 4826.771484
	Iteration 8Q: 3 clusters Score -2039928 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2040442.000000 Penalty: 4826.771484
	Iteration 9Q: 3 clusters Score -2040442 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2041021.500000 Penalty: 4826.771484
	Iteration 10Q: 3 clusters Score -2041022 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2041596.500000 Penalty: 4826.771484
	Iteration 11Q: 3 clusters Score -2041596 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2042172.125000 Penalty: 4826.771484
	Iteration 12Q: 3 clusters Score -2042172 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2042667.500000 Penalty: 4826.771484
	Iteration 13Q: 3 clusters Score -2042668 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2043007.500000 Penalty: 4826.771484
	Iteration 14Q: 3 clusters Score -2043008 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2043257.250000 Penalty: 4826.771484
	Iteration 15Q: 3 clusters Score -2043257 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2043416.500000 Penalty: 4826.771484
	Iteration 16Q: 3 clusters Score -2043416 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2043540.125000 Penalty: 4826.771484
	Iteration 17Q: 3 clusters Score -2043540 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2043620.625000 Penalty: 4826.771484
	Iteration 18Q: 3 clusters Score -2043621 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2043690.250000 Penalty: 4826.771484
	Iteration 19Q: 3 clusters Score -2043690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2043744.250000 Penalty: 4826.771484
	Iteration 20F: 3 clusters Score -2043744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2043800.500000 Penalty: 4826.771484
	Iteration 21Q: 3 clusters Score -2043800 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2043856.750000 Penalty: 4826.771484
	Iteration 22Q: 3 clusters Score -2043857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2043910.125000 Penalty: 4826.771484
	Iteration 23Q: 3 clusters Score -2043910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2043968.500000 Penalty: 4826.771484
	Iteration 24Q: 3 clusters Score -2043968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2044060.375000 Penalty: 4826.771484
	Iteration 25Q: 3 clusters Score -2044060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2044188.125000 Penalty: 4826.771484
	Iteration 26Q: 3 clusters Score -2044188 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2044319.750000 Penalty: 4826.771484
	Iteration 27Q: 3 clusters Score -2044320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2044377.875000 Penalty: 4826.771484
	Iteration 28Q: 3 clusters Score -2044378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2044403.625000 Penalty: 4826.771484
	Iteration 29Q: 3 clusters Score -2044404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2044418.125000 Penalty: 4826.771484
	Iteration 30Q: 3 clusters Score -2044418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2044427.000000 Penalty: 4826.771484
	Iteration 31Q: 3 clusters Score -2044427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2044437.250000 Penalty: 4826.771484
	Iteration 32Q: 3 clusters Score -2044437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2044442.375000 Penalty: 4826.771484
	Iteration 33Q: 3 clusters Score -2044442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2044448.250000 Penalty: 4826.771484
	Iteration 34Q: 3 clusters Score -2044448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2044448.875000 Penalty: 4826.771484
	Iteration 35Q: 3 clusters Score -2044449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2044445.500000 Penalty: 4826.771484
	Iteration 36Q: 3 clusters Score -2044446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2044447.375000 Penalty: 4826.771484
	Iteration 37Q: 3 clusters Score -2044447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2044450.625000 Penalty: 4826.771484
	Iteration 38Q: 3 clusters Score -2044451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2044450.625000 Penalty: 4826.771484
	Iteration 39F: 3 clusters Score -2044451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Entering Unmasked Estep 
Score: -1192336.000000 Penalty: 2286.509277
	Iteration 0F: 2 clusters Score -1192336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1184688.000000 Penalty: 4573.018555
	Iteration 0F: 3 clusters Score -1184688 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1187191.750000 Penalty: 4573.018555
	Iteration 1F: 3 clusters Score -1187192 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1187706.625000 Penalty: 4573.018555
	Iteration 2F: 3 clusters Score -1187707 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1188137.250000 Penalty: 4573.018555
	Iteration 3F: 3 clusters Score -1188137 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1188488.500000 Penalty: 4573.018555
	Iteration 4F: 3 clusters Score -1188488 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1188791.500000 Penalty: 4573.018555
	Iteration 5F: 3 clusters Score -1188792 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1189036.375000 Penalty: 4573.018555
	Iteration 6Q: 3 clusters Score -1189036 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1189216.875000 Penalty: 4573.018555
	Iteration 7Q: 3 clusters Score -1189217 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1189353.125000 Penalty: 4573.018555
	Iteration 8Q: 3 clusters Score -1189353 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1189464.250000 Penalty: 4573.018555
	Iteration 9Q: 3 clusters Score -1189464 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1189588.625000 Penalty: 4573.018555
	Iteration 10Q: 3 clusters Score -1189589 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1189699.000000 Penalty: 4573.018555
	Iteration 11Q: 3 clusters Score -1189699 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1189827.125000 Penalty: 4573.018555
	Iteration 12Q: 3 clusters Score -1189827 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1189922.875000 Penalty: 4573.018555
	Iteration 13Q: 3 clusters Score -1189923 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1190012.500000 Penalty: 4573.018555
	Iteration 14Q: 3 clusters Score -1190012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1190088.750000 Penalty: 4573.018555
	Iteration 15Q: 3 clusters Score -1190089 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1190142.000000 Penalty: 4573.018555
	Iteration 16Q: 3 clusters Score -1190142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1190206.500000 Penalty: 4573.018555
	Iteration 17Q: 3 clusters Score -1190206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1190275.250000 Penalty: 4573.018555
	Iteration 18Q: 3 clusters Score -1190275 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1190335.875000 Penalty: 4573.018555
	Iteration 19Q: 3 clusters Score -1190336 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1190391.000000 Penalty: 4573.018555
	Iteration 20F: 3 clusters Score -1190391 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1190429.750000 Penalty: 4573.018555
	Iteration 21Q: 3 clusters Score -1190430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1190464.500000 Penalty: 4573.018555
	Iteration 22Q: 3 clusters Score -1190464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1190502.500000 Penalty: 4573.018555
	Iteration 23Q: 3 clusters Score -1190502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1190524.875000 Penalty: 4573.018555
	Iteration 24Q: 3 clusters Score -1190525 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1190545.125000 Penalty: 4573.018555
	Iteration 25Q: 3 clusters Score -1190545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1190564.125000 Penalty: 4573.018555
	Iteration 26Q: 3 clusters Score -1190564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1190578.250000 Penalty: 4573.018555
	Iteration 27Q: 3 clusters Score -1190578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1190584.750000 Penalty: 4573.018555
	Iteration 28Q: 3 clusters Score -1190585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1190595.250000 Penalty: 4573.018555
	Iteration 29Q: 3 clusters Score -1190595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1190602.750000 Penalty: 4573.018555
	Iteration 30Q: 3 clusters Score -1190603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1190606.625000 Penalty: 4573.018555
	Iteration 31Q: 3 clusters Score -1190607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1190608.000000 Penalty: 4573.018555
	Iteration 32Q: 3 clusters Score -1190608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1190609.750000 Penalty: 4573.018555
	Iteration 33Q: 3 clusters Score -1190610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1190609.625000 Penalty: 4573.018555
	Iteration 34Q: 3 clusters Score -1190610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1190610.875000 Penalty: 4573.018555
	Iteration 35Q: 3 clusters Score -1190611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1190610.000000 Penalty: 4573.018555
	Iteration 36Q: 3 clusters Score -1190610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1190612.375000 Penalty: 4573.018555
	Iteration 37Q: 3 clusters Score -1190612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1190614.000000 Penalty: 4573.018555
	Iteration 38Q: 3 clusters Score -1190614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1190615.375000 Penalty: 4573.018555
	Iteration 39Q: 3 clusters Score -1190615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1190615.375000 Penalty: 4573.018555
	Iteration 40F: 3 clusters Score -1190615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -1023341.812500 Penalty: 2240.126221
	Iteration 0F: 2 clusters Score -1023342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1016679.750000 Penalty: 4480.252441
	Iteration 0F: 3 clusters Score -1016680 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1018621.062500 Penalty: 4480.252441
	Iteration 1F: 3 clusters Score -1018621 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1018877.250000 Penalty: 4480.252441
	Iteration 2F: 3 clusters Score -1018877 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1019043.687500 Penalty: 4480.252441
	Iteration 3Q: 3 clusters Score -1019044 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1019166.937500 Penalty: 4480.252441
	Iteration 4Q: 3 clusters Score -1019167 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1019265.187500 Penalty: 4480.252441
	Iteration 5Q: 3 clusters Score -1019265 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1019340.062500 Penalty: 4480.252441
	Iteration 6Q: 3 clusters Score -1019340 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1019408.812500 Penalty: 4480.252441
	Iteration 7Q: 3 clusters Score -1019409 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1019480.000000 Penalty: 4480.252441
	Iteration 8Q: 3 clusters Score -1019480 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1019539.875000 Penalty: 4480.252441
	Iteration 9Q: 3 clusters Score -1019540 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1019601.812500 Penalty: 4480.252441
	Iteration 10Q: 3 clusters Score -1019602 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1019678.000000 Penalty: 4480.252441
	Iteration 11Q: 3 clusters Score -1019678 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1019754.812500 Penalty: 4480.252441
	Iteration 12Q: 3 clusters Score -1019755 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1019850.812500 Penalty: 4480.252441
	Iteration 13Q: 3 clusters Score -1019851 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1019957.062500 Penalty: 4480.252441
	Iteration 14Q: 3 clusters Score -1019957 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1020100.187500 Penalty: 4480.252441
	Iteration 15Q: 3 clusters Score -1020100 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1020263.937500 Penalty: 4480.252441
	Iteration 16Q: 3 clusters Score -1020264 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1020441.312500 Penalty: 4480.252441
	Iteration 17Q: 3 clusters Score -1020441 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1020611.375000 Penalty: 4480.252441
	Iteration 18Q: 3 clusters Score -1020611 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1020768.687500 Penalty: 4480.252441
	Iteration 19Q: 3 clusters Score -1020769 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1020912.750000 Penalty: 4480.252441
	Iteration 20F: 3 clusters Score -1020913 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1021028.500000 Penalty: 4480.252441
	Iteration 21Q: 3 clusters Score -1021028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1021117.562500 Penalty: 4480.252441
	Iteration 22Q: 3 clusters Score -1021118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1021184.812500 Penalty: 4480.252441
	Iteration 23Q: 3 clusters Score -1021185 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1021238.875000 Penalty: 4480.252441
	Iteration 24Q: 3 clusters Score -1021239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1021286.937500 Penalty: 4480.252441
	Iteration 25Q: 3 clusters Score -1021287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1021316.875000 Penalty: 4480.252441
	Iteration 26Q: 3 clusters Score -1021317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1021339.312500 Penalty: 4480.252441
	Iteration 27Q: 3 clusters Score -1021339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1021355.625000 Penalty: 4480.252441
	Iteration 28Q: 3 clusters Score -1021356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1021366.375000 Penalty: 4480.252441
	Iteration 29Q: 3 clusters Score -1021366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1021370.750000 Penalty: 4480.252441
	Iteration 30Q: 3 clusters Score -1021371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1021373.875000 Penalty: 4480.252441
	Iteration 31Q: 3 clusters Score -1021374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1021378.750000 Penalty: 4480.252441
	Iteration 32Q: 3 clusters Score -1021379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1021383.500000 Penalty: 4480.252441
	Iteration 33Q: 3 clusters Score -1021384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1021391.312500 Penalty: 4480.252441
	Iteration 34Q: 3 clusters Score -1021391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1021397.687500 Penalty: 4480.252441
	Iteration 35Q: 3 clusters Score -1021398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1021403.562500 Penalty: 4480.252441
	Iteration 36Q: 3 clusters Score -1021404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1021413.125000 Penalty: 4480.252441
	Iteration 37Q: 3 clusters Score -1021413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1021418.000000 Penalty: 4480.252441
	Iteration 38Q: 3 clusters Score -1021418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1021418.937500 Penalty: 4480.252441
	Iteration 39Q: 3 clusters Score -1021419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1021420.250000 Penalty: 4480.252441
	Iteration 40F: 3 clusters Score -1021420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1021419.625000 Penalty: 4480.252441
	Iteration 41Q: 3 clusters Score -1021420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1021419.625000 Penalty: 4480.252441
	Iteration 42F: 3 clusters Score -1021420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Entering Unmasked Estep 
Score: -592552.625000 Penalty: 2105.322998
	Iteration 0F: 2 clusters Score -592552.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -588121.187500 Penalty: 4210.645996
	Iteration 0F: 3 clusters Score -588121.2 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -589178.687500 Penalty: 4210.645996
	Iteration 1F: 3 clusters Score -589178.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -589457.625000 Penalty: 4210.645996
	Iteration 2F: 3 clusters Score -589457.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -589657.750000 Penalty: 4210.645996
	Iteration 3F: 3 clusters Score -589657.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -589797.625000 Penalty: 4210.645996
	Iteration 4Q: 3 clusters Score -589797.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -589908.812500 Penalty: 4210.645996
	Iteration 5Q: 3 clusters Score -589908.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -590001.437500 Penalty: 4210.645996
	Iteration 6Q: 3 clusters Score -590001.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -590086.437500 Penalty: 4210.645996
	Iteration 7Q: 3 clusters Score -590086.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -590154.437500 Penalty: 4210.645996
	Iteration 8Q: 3 clusters Score -590154.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -590196.187500 Penalty: 4210.645996
	Iteration 9Q: 3 clusters Score -590196.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -590228.812500 Penalty: 4210.645996
	Iteration 10Q: 3 clusters Score -590228.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -590262.687500 Penalty: 4210.645996
	Iteration 11Q: 3 clusters Score -590262.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -590292.687500 Penalty: 4210.645996
	Iteration 12Q: 3 clusters Score -590292.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -590324.000000 Penalty: 4210.645996
	Iteration 13Q: 3 clusters Score -590324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -590348.375000 Penalty: 4210.645996
	Iteration 14Q: 3 clusters Score -590348.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -590371.250000 Penalty: 4210.645996
	Iteration 15Q: 3 clusters Score -590371.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -590390.062500 Penalty: 4210.645996
	Iteration 16Q: 3 clusters Score -590390.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -590412.500000 Penalty: 4210.645996
	Iteration 17Q: 3 clusters Score -590412.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -590431.375000 Penalty: 4210.645996
	Iteration 18Q: 3 clusters Score -590431.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -590453.500000 Penalty: 4210.645996
	Iteration 19Q: 3 clusters Score -590453.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -590474.000000 Penalty: 4210.645996
	Iteration 20F: 3 clusters Score -590474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -590487.312500 Penalty: 4210.645996
	Iteration 21Q: 3 clusters Score -590487.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -590500.375000 Penalty: 4210.645996
	Iteration 22Q: 3 clusters Score -590500.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -590510.500000 Penalty: 4210.645996
	Iteration 23Q: 3 clusters Score -590510.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -590524.500000 Penalty: 4210.645996
	Iteration 24Q: 3 clusters Score -590524.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -590534.187500 Penalty: 4210.645996
	Iteration 25Q: 3 clusters Score -590534.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -590539.750000 Penalty: 4210.645996
	Iteration 26Q: 3 clusters Score -590539.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -590543.375000 Penalty: 4210.645996
	Iteration 27Q: 3 clusters Score -590543.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -590549.375000 Penalty: 4210.645996
	Iteration 28Q: 3 clusters Score -590549.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -590554.437500 Penalty: 4210.645996
	Iteration 29Q: 3 clusters Score -590554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -590559.312500 Penalty: 4210.645996
	Iteration 30Q: 3 clusters Score -590559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -590561.375000 Penalty: 4210.645996
	Iteration 31Q: 3 clusters Score -590561.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -590562.312500 Penalty: 4210.645996
	Iteration 32Q: 3 clusters Score -590562.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -590564.750000 Penalty: 4210.645996
	Iteration 33Q: 3 clusters Score -590564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -590565.500000 Penalty: 4210.645996
	Iteration 34Q: 3 clusters Score -590565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -590567.187500 Penalty: 4210.645996
	Iteration 35Q: 3 clusters Score -590567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -590567.625000 Penalty: 4210.645996
	Iteration 36Q: 3 clusters Score -590567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -590570.375000 Penalty: 4210.645996
	Iteration 37Q: 3 clusters Score -590570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -590571.625000 Penalty: 4210.645996
	Iteration 38Q: 3 clusters Score -590571.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -590574.750000 Penalty: 4210.645996
	Iteration 39Q: 3 clusters Score -590574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -590577.437500 Penalty: 4210.645996
	Iteration 40F: 3 clusters Score -590577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -590579.500000 Penalty: 4210.645996
	Iteration 41Q: 3 clusters Score -590579.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -590583.187500 Penalty: 4210.645996
	Iteration 42Q: 3 clusters Score -590583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -590586.875000 Penalty: 4210.645996
	Iteration 43Q: 3 clusters Score -590586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -590591.687500 Penalty: 4210.645996
	Iteration 44Q: 3 clusters Score -590591.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -590597.062500 Penalty: 4210.645996
	Iteration 45Q: 3 clusters Score -590597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -590601.437500 Penalty: 4210.645996
	Iteration 46Q: 3 clusters Score -590601.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -590602.125000 Penalty: 4210.645996
	Iteration 47Q: 3 clusters Score -590602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -590602.062500 Penalty: 4210.645996
	Iteration 48Q: 3 clusters Score -590602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -590601.875000 Penalty: 4210.645996
	Iteration 49Q: 3 clusters Score -590601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -590603.562500 Penalty: 4210.645996
	Iteration 50Q: 3 clusters Score -590603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -590604.312500 Penalty: 4210.645996
	Iteration 51Q: 3 clusters Score -590604.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -590608.000000 Penalty: 4210.645996
	Iteration 52Q: 3 clusters Score -590608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -590608.500000 Penalty: 4210.645996
	Iteration 53Q: 3 clusters Score -590608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -590610.000000 Penalty: 4210.645996
	Iteration 54Q: 3 clusters Score -590610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -590610.875000 Penalty: 4210.645996
	Iteration 55Q: 3 clusters Score -590610.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -590612.250000 Penalty: 4210.645996
	Iteration 56Q: 3 clusters Score -590612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -590612.625000 Penalty: 4210.645996
	Iteration 57Q: 3 clusters Score -590612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -590613.000000 Penalty: 4210.645996
	Iteration 58Q: 3 clusters Score -590613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -590613.375000 Penalty: 4210.645996
	Iteration 59Q: 3 clusters Score -590613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -590615.750000 Penalty: 4210.645996
	Iteration 60F: 3 clusters Score -590615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -590616.750000 Penalty: 4210.645996
	Iteration 61Q: 3 clusters Score -590616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -590617.937500 Penalty: 4210.645996
	Iteration 62Q: 3 clusters Score -590617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -590617.937500 Penalty: 4210.645996
	Iteration 63F: 3 clusters Score -590617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -322734.531250 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -322734.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -319637.625000 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -319637.6 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -320216.750000 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -320216.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -320398.281250 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -320398.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -320495.625000 Penalty: 3918.347900
	Iteration 3F: 3 clusters Score -320495.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -320556.281250 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -320556.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -320597.000000 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -320597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -320634.656250 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -320634.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -320675.406250 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -320675.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -320709.875000 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -320709.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -320739.625000 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -320739.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -320763.125000 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -320763.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -320793.531250 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -320793.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -320825.093750 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -320825.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -320849.593750 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -320849.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -320867.656250 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -320867.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -320883.406250 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -320883.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -320893.593750 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -320893.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -320902.406250 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -320902.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -320915.937500 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -320915.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -320930.250000 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -320930.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -320944.562500 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -320944.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -320958.968750 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -320959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -320968.281250 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -320968.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -320976.437500 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -320976.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -320984.375000 Penalty: 3918.347900
	Iteration 24Q: 3 clusters Score -320984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -320990.781250 Penalty: 3918.347900
	Iteration 25Q: 3 clusters Score -320990.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -320997.343750 Penalty: 3918.347900
	Iteration 26Q: 3 clusters Score -320997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -321001.156250 Penalty: 3918.347900
	Iteration 27Q: 3 clusters Score -321001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -321006.281250 Penalty: 3918.347900
	Iteration 28Q: 3 clusters Score -321006.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -321010.781250 Penalty: 3918.347900
	Iteration 29Q: 3 clusters Score -321010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -321016.875000 Penalty: 3918.347900
	Iteration 30Q: 3 clusters Score -321016.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -321021.375000 Penalty: 3918.347900
	Iteration 31Q: 3 clusters Score -321021.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -321024.531250 Penalty: 3918.347900
	Iteration 32Q: 3 clusters Score -321024.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -321027.062500 Penalty: 3918.347900
	Iteration 33Q: 3 clusters Score -321027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -321034.187500 Penalty: 3918.347900
	Iteration 34Q: 3 clusters Score -321034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -321042.187500 Penalty: 3918.347900
	Iteration 35Q: 3 clusters Score -321042.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -321048.312500 Penalty: 3918.347900
	Iteration 36Q: 3 clusters Score -321048.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -321053.906250 Penalty: 3918.347900
	Iteration 37Q: 3 clusters Score -321053.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -321056.781250 Penalty: 3918.347900
	Iteration 38Q: 3 clusters Score -321056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -321060.500000 Penalty: 3918.347900
	Iteration 39Q: 3 clusters Score -321060.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -321062.531250 Penalty: 3918.347900
	Iteration 40F: 3 clusters Score -321062.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -321065.812500 Penalty: 3918.347900
	Iteration 41Q: 3 clusters Score -321065.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -321066.750000 Penalty: 3918.347900
	Iteration 42Q: 3 clusters Score -321066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321067.375000 Penalty: 3918.347900
	Iteration 43Q: 3 clusters Score -321067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -321069.093750 Penalty: 3918.347900
	Iteration 44Q: 3 clusters Score -321069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -321069.968750 Penalty: 3918.347900
	Iteration 45Q: 3 clusters Score -321070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321071.781250 Penalty: 3918.347900
	Iteration 46Q: 3 clusters Score -321071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -321072.906250 Penalty: 3918.347900
	Iteration 47Q: 3 clusters Score -321072.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -321074.343750 Penalty: 3918.347900
	Iteration 48Q: 3 clusters Score -321074.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -321076.937500 Penalty: 3918.347900
	Iteration 49Q: 3 clusters Score -321076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -321080.312500 Penalty: 3918.347900
	Iteration 50Q: 3 clusters Score -321080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -321082.437500 Penalty: 3918.347900
	Iteration 51Q: 3 clusters Score -321082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -321082.843750 Penalty: 3918.347900
	Iteration 52Q: 3 clusters Score -321082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321083.906250 Penalty: 3918.347900
	Iteration 53Q: 3 clusters Score -321083.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -321083.906250 Penalty: 3918.347900
	Iteration 54F: 3 clusters Score -321083.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -1002635.625000 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -1002636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -995954.250000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -995954.2 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -997846.687500 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -997846.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -998138.687500 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -998138.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -998337.937500 Penalty: 4479.719727
	Iteration 3F: 3 clusters Score -998337.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -998504.937500 Penalty: 4479.719727
	Iteration 4Q: 3 clusters Score -998504.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -998690.125000 Penalty: 4479.719727
	Iteration 5Q: 3 clusters Score -998690.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -998867.437500 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -998867.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -999056.562500 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -999056.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -999243.812500 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -999243.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -999445.500000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -999445.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -999644.125000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -999644.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -999829.125000 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -999829.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1000003.937500 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -1000004 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1000147.937500 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -1000148 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1000270.125000 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -1000270 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1000378.250000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -1000378 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1000454.375000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -1000454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1000541.687500 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -1000542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1000593.750000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -1000594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1000634.125000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -1000634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1000677.437500 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -1000677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1000701.750000 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -1000702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1000729.625000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -1000730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1000757.875000 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -1000758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1000774.187500 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -1000774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1000778.187500 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -1000778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1000788.687500 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -1000789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1000798.250000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -1000798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1000801.000000 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -1000801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1000804.000000 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -1000804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1000806.125000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -1000806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1000807.000000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -1000807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1000808.375000 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -1000808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1000808.250000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -1000808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1000808.250000 Penalty: 4479.719727
	Iteration 34F: 3 clusters Score -1000808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -340039.218750 Penalty: 1971.111938
	Iteration 0F: 2 clusters Score -340039.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -336857.468750 Penalty: 3942.223877
	Iteration 0F: 3 clusters Score -336857.5 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -337475.125000 Penalty: 3942.223877
	Iteration 1F: 3 clusters Score -337475.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -337628.500000 Penalty: 3942.223877
	Iteration 2F: 3 clusters Score -337628.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -337716.500000 Penalty: 3942.223877
	Iteration 3Q: 3 clusters Score -337716.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -337786.000000 Penalty: 3942.223877
	Iteration 4Q: 3 clusters Score -337786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -337824.437500 Penalty: 3942.223877
	Iteration 5Q: 3 clusters Score -337824.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -337851.656250 Penalty: 3942.223877
	Iteration 6Q: 3 clusters Score -337851.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -337876.968750 Penalty: 3942.223877
	Iteration 7Q: 3 clusters Score -337877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -337897.062500 Penalty: 3942.223877
	Iteration 8Q: 3 clusters Score -337897.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -337913.593750 Penalty: 3942.223877
	Iteration 9Q: 3 clusters Score -337913.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -337922.406250 Penalty: 3942.223877
	Iteration 10Q: 3 clusters Score -337922.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -337931.656250 Penalty: 3942.223877
	Iteration 11Q: 3 clusters Score -337931.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -337939.812500 Penalty: 3942.223877
	Iteration 12Q: 3 clusters Score -337939.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -337946.187500 Penalty: 3942.223877
	Iteration 13Q: 3 clusters Score -337946.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -337952.906250 Penalty: 3942.223877
	Iteration 14Q: 3 clusters Score -337952.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -337966.000000 Penalty: 3942.223877
	Iteration 15Q: 3 clusters Score -337966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -337976.312500 Penalty: 3942.223877
	Iteration 16Q: 3 clusters Score -337976.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -338000.156250 Penalty: 3942.223877
	Iteration 17Q: 3 clusters Score -338000.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -338018.593750 Penalty: 3942.223877
	Iteration 18Q: 3 clusters Score -338018.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -338032.875000 Penalty: 3942.223877
	Iteration 19Q: 3 clusters Score -338032.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -338051.156250 Penalty: 3942.223877
	Iteration 20F: 3 clusters Score -338051.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -338068.031250 Penalty: 3942.223877
	Iteration 21Q: 3 clusters Score -338068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -338078.187500 Penalty: 3942.223877
	Iteration 22Q: 3 clusters Score -338078.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -338083.750000 Penalty: 3942.223877
	Iteration 23Q: 3 clusters Score -338083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -338088.625000 Penalty: 3942.223877
	Iteration 24Q: 3 clusters Score -338088.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -338091.062500 Penalty: 3942.223877
	Iteration 25Q: 3 clusters Score -338091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -338094.218750 Penalty: 3942.223877
	Iteration 26Q: 3 clusters Score -338094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -338096.187500 Penalty: 3942.223877
	Iteration 27Q: 3 clusters Score -338096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -338099.000000 Penalty: 3942.223877
	Iteration 28Q: 3 clusters Score -338099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -338102.343750 Penalty: 3942.223877
	Iteration 29Q: 3 clusters Score -338102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -338106.406250 Penalty: 3942.223877
	Iteration 30Q: 3 clusters Score -338106.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -338112.468750 Penalty: 3942.223877
	Iteration 31Q: 3 clusters Score -338112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -338114.687500 Penalty: 3942.223877
	Iteration 32Q: 3 clusters Score -338114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -338116.437500 Penalty: 3942.223877
	Iteration 33Q: 3 clusters Score -338116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -338118.875000 Penalty: 3942.223877
	Iteration 34Q: 3 clusters Score -338118.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -338121.406250 Penalty: 3942.223877
	Iteration 35Q: 3 clusters Score -338121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -338122.968750 Penalty: 3942.223877
	Iteration 36Q: 3 clusters Score -338123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -338125.343750 Penalty: 3942.223877
	Iteration 37Q: 3 clusters Score -338125.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -338130.250000 Penalty: 3942.223877
	Iteration 38Q: 3 clusters Score -338130.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -338141.000000 Penalty: 3942.223877
	Iteration 39Q: 3 clusters Score -338141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -338154.968750 Penalty: 3942.223877
	Iteration 40F: 3 clusters Score -338155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -338168.000000 Penalty: 3942.223877
	Iteration 41Q: 3 clusters Score -338168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -338182.187500 Penalty: 3942.223877
	Iteration 42Q: 3 clusters Score -338182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -338188.656250 Penalty: 3942.223877
	Iteration 43Q: 3 clusters Score -338188.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -338198.687500 Penalty: 3942.223877
	Iteration 44Q: 3 clusters Score -338198.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -338204.562500 Penalty: 3942.223877
	Iteration 45Q: 3 clusters Score -338204.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -338211.500000 Penalty: 3942.223877
	Iteration 46Q: 3 clusters Score -338211.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -338218.687500 Penalty: 3942.223877
	Iteration 47Q: 3 clusters Score -338218.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -338225.062500 Penalty: 3942.223877
	Iteration 48Q: 3 clusters Score -338225.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -338230.218750 Penalty: 3942.223877
	Iteration 49Q: 3 clusters Score -338230.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -338234.156250 Penalty: 3942.223877
	Iteration 50Q: 3 clusters Score -338234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -338236.187500 Penalty: 3942.223877
	Iteration 51Q: 3 clusters Score -338236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -338237.531250 Penalty: 3942.223877
	Iteration 52Q: 3 clusters Score -338237.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -338238.125000 Penalty: 3942.223877
	Iteration 53Q: 3 clusters Score -338238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -338239.468750 Penalty: 3942.223877
	Iteration 54Q: 3 clusters Score -338239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -338239.656250 Penalty: 3942.223877
	Iteration 55Q: 3 clusters Score -338239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -338239.656250 Penalty: 3942.223877
	Iteration 56F: 3 clusters Score -338239.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -537463.062500 Penalty: 2081.461426
	Iteration 0F: 2 clusters Score -537463.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -533333.312500 Penalty: 4162.922852
	Iteration 0F: 3 clusters Score -533333.3 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -534235.062500 Penalty: 4162.922852
	Iteration 1F: 3 clusters Score -534235.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -534493.187500 Penalty: 4162.922852
	Iteration 2F: 3 clusters Score -534493.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -534659.312500 Penalty: 4162.922852
	Iteration 3F: 3 clusters Score -534659.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -534826.875000 Penalty: 4162.922852
	Iteration 4Q: 3 clusters Score -534826.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -535025.062500 Penalty: 4162.922852
	Iteration 5Q: 3 clusters Score -535025.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -535231.187500 Penalty: 4162.922852
	Iteration 6F: 3 clusters Score -535231.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -535390.937500 Penalty: 4162.922852
	Iteration 7Q: 3 clusters Score -535390.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -535499.312500 Penalty: 4162.922852
	Iteration 8Q: 3 clusters Score -535499.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -535594.687500 Penalty: 4162.922852
	Iteration 9Q: 3 clusters Score -535594.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -535672.937500 Penalty: 4162.922852
	Iteration 10Q: 3 clusters Score -535672.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -535736.250000 Penalty: 4162.922852
	Iteration 11Q: 3 clusters Score -535736.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -535781.000000 Penalty: 4162.922852
	Iteration 12Q: 3 clusters Score -535781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -535808.562500 Penalty: 4162.922852
	Iteration 13Q: 3 clusters Score -535808.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -535828.187500 Penalty: 4162.922852
	Iteration 14Q: 3 clusters Score -535828.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -535838.062500 Penalty: 4162.922852
	Iteration 15Q: 3 clusters Score -535838.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -535846.750000 Penalty: 4162.922852
	Iteration 16Q: 3 clusters Score -535846.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -535852.125000 Penalty: 4162.922852
	Iteration 17Q: 3 clusters Score -535852.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -535859.500000 Penalty: 4162.922852
	Iteration 18Q: 3 clusters Score -535859.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -535863.750000 Penalty: 4162.922852
	Iteration 19Q: 3 clusters Score -535863.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -535866.312500 Penalty: 4162.922852
	Iteration 20F: 3 clusters Score -535866.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -535870.125000 Penalty: 4162.922852
	Iteration 21Q: 3 clusters Score -535870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -535873.812500 Penalty: 4162.922852
	Iteration 22Q: 3 clusters Score -535873.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -535875.875000 Penalty: 4162.922852
	Iteration 23Q: 3 clusters Score -535875.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -535877.562500 Penalty: 4162.922852
	Iteration 24Q: 3 clusters Score -535877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -535879.375000 Penalty: 4162.922852
	Iteration 25Q: 3 clusters Score -535879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -535879.625000 Penalty: 4162.922852
	Iteration 26Q: 3 clusters Score -535879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -535880.375000 Penalty: 4162.922852
	Iteration 27Q: 3 clusters Score -535880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -535881.750000 Penalty: 4162.922852
	Iteration 28Q: 3 clusters Score -535881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -535882.125000 Penalty: 4162.922852
	Iteration 29Q: 3 clusters Score -535882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -535883.375000 Penalty: 4162.922852
	Iteration 30Q: 3 clusters Score -535883.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -535887.062500 Penalty: 4162.922852
	Iteration 31Q: 3 clusters Score -535887.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -535889.687500 Penalty: 4162.922852
	Iteration 32Q: 3 clusters Score -535889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -535891.812500 Penalty: 4162.922852
	Iteration 33Q: 3 clusters Score -535891.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -535891.812500 Penalty: 4162.922852
	Iteration 34Q: 3 clusters Score -535891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -535893.062500 Penalty: 4162.922852
	Iteration 35Q: 3 clusters Score -535893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -535893.062500 Penalty: 4162.922852
	Iteration 36F: 3 clusters Score -535893.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Entering Unmasked Estep 
Score: -582336.500000 Penalty: 2102.036621
	Iteration 0F: 2 clusters Score -582336.5 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 2400 members 
Entering Unmasked Estep 
Score: -577987.375000 Penalty: 4204.073242
	Iteration 0F: 3 clusters Score -577987.4 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -579018.000000 Penalty: 4204.073242
	Iteration 1F: 3 clusters Score -579018 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -579257.062500 Penalty: 4204.073242
	Iteration 2F: 3 clusters Score -579257.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -579482.375000 Penalty: 4204.073242
	Iteration 3F: 3 clusters Score -579482.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -579644.312500 Penalty: 4204.073242
	Iteration 4F: 3 clusters Score -579644.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -579774.000000 Penalty: 4204.073242
	Iteration 5Q: 3 clusters Score -579774 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -579872.875000 Penalty: 4204.073242
	Iteration 6Q: 3 clusters Score -579872.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -579936.000000 Penalty: 4204.073242
	Iteration 7Q: 3 clusters Score -579936 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -579985.312500 Penalty: 4204.073242
	Iteration 8Q: 3 clusters Score -579985.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -580020.250000 Penalty: 4204.073242
	Iteration 9Q: 3 clusters Score -580020.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -580048.500000 Penalty: 4204.073242
	Iteration 10Q: 3 clusters Score -580048.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -580065.250000 Penalty: 4204.073242
	Iteration 11Q: 3 clusters Score -580065.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -580085.687500 Penalty: 4204.073242
	Iteration 12Q: 3 clusters Score -580085.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -580110.750000 Penalty: 4204.073242
	Iteration 13Q: 3 clusters Score -580110.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -580128.187500 Penalty: 4204.073242
	Iteration 14Q: 3 clusters Score -580128.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -580143.437500 Penalty: 4204.073242
	Iteration 15Q: 3 clusters Score -580143.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -580147.937500 Penalty: 4204.073242
	Iteration 16Q: 3 clusters Score -580147.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -580154.625000 Penalty: 4204.073242
	Iteration 17Q: 3 clusters Score -580154.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -580161.625000 Penalty: 4204.073242
	Iteration 18Q: 3 clusters Score -580161.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -580170.687500 Penalty: 4204.073242
	Iteration 19Q: 3 clusters Score -580170.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -580178.437500 Penalty: 4204.073242
	Iteration 20F: 3 clusters Score -580178.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -580184.812500 Penalty: 4204.073242
	Iteration 21Q: 3 clusters Score -580184.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -580192.062500 Penalty: 4204.073242
	Iteration 22Q: 3 clusters Score -580192.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -580201.562500 Penalty: 4204.073242
	Iteration 23Q: 3 clusters Score -580201.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -580209.125000 Penalty: 4204.073242
	Iteration 24Q: 3 clusters Score -580209.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -580217.000000 Penalty: 4204.073242
	Iteration 25Q: 3 clusters Score -580217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -580223.875000 Penalty: 4204.073242
	Iteration 26Q: 3 clusters Score -580223.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -580231.562500 Penalty: 4204.073242
	Iteration 27Q: 3 clusters Score -580231.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -580241.562500 Penalty: 4204.073242
	Iteration 28Q: 3 clusters Score -580241.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -580248.375000 Penalty: 4204.073242
	Iteration 29Q: 3 clusters Score -580248.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -580258.562500 Penalty: 4204.073242
	Iteration 30Q: 3 clusters Score -580258.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -580268.062500 Penalty: 4204.073242
	Iteration 31Q: 3 clusters Score -580268.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -580275.625000 Penalty: 4204.073242
	Iteration 32Q: 3 clusters Score -580275.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -580281.875000 Penalty: 4204.073242
	Iteration 33Q: 3 clusters Score -580281.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -580287.812500 Penalty: 4204.073242
	Iteration 34Q: 3 clusters Score -580287.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -580291.812500 Penalty: 4204.073242
	Iteration 35Q: 3 clusters Score -580291.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -580295.875000 Penalty: 4204.073242
	Iteration 36Q: 3 clusters Score -580295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -580300.500000 Penalty: 4204.073242
	Iteration 37Q: 3 clusters Score -580300.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -580300.750000 Penalty: 4204.073242
	Iteration 38Q: 3 clusters Score -580300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -580304.687500 Penalty: 4204.073242
	Iteration 39Q: 3 clusters Score -580304.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -580306.375000 Penalty: 4204.073242
	Iteration 40F: 3 clusters Score -580306.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -580307.812500 Penalty: 4204.073242
	Iteration 41Q: 3 clusters Score -580307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -580309.500000 Penalty: 4204.073242
	Iteration 42Q: 3 clusters Score -580309.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -580311.250000 Penalty: 4204.073242
	Iteration 43Q: 3 clusters Score -580311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -580311.312500 Penalty: 4204.073242
	Iteration 44Q: 3 clusters Score -580311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -580312.312500 Penalty: 4204.073242
	Iteration 45Q: 3 clusters Score -580312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -580313.312500 Penalty: 4204.073242
	Iteration 46Q: 3 clusters Score -580313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -580313.500000 Penalty: 4204.073242
	Iteration 47Q: 3 clusters Score -580313.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -580314.062500 Penalty: 4204.073242
	Iteration 48Q: 3 clusters Score -580314.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -580314.062500 Penalty: 4204.073242
	Iteration 49F: 3 clusters Score -580314.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -545600.500000 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -545600.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -541436.187500 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -541436.2 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -542285.250000 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -542285.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -542474.062500 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -542474.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -542597.687500 Penalty: 4172.158691
	Iteration 3F: 3 clusters Score -542597.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -542672.187500 Penalty: 4172.158691
	Iteration 4Q: 3 clusters Score -542672.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -542722.000000 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -542722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -542760.625000 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -542760.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -542800.937500 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -542800.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -542838.250000 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -542838.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -542868.062500 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -542868.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -542894.312500 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -542894.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -542913.812500 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -542913.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -542929.125000 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -542929.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -542941.250000 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -542941.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -542954.062500 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -542954.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -542965.937500 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -542965.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -542972.875000 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -542972.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -542980.812500 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -542980.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -542987.312500 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -542987.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -542996.375000 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -542996.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -543001.625000 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -543001.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -543007.750000 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -543007.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -543013.625000 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -543013.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -543023.375000 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -543023.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -543032.437500 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -543032.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -543041.187500 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -543041.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -543048.875000 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -543048.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -543054.250000 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -543054.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -543060.375000 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -543060.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -543066.312500 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -543066.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -543070.000000 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -543070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -543075.250000 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -543075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -543077.375000 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -543077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -543079.625000 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -543079.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -543083.312500 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -543083.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -543084.812500 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -543084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -543085.687500 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -543085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -543085.125000 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -543085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -543085.875000 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -543085.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -543087.875000 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -543087.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -543089.312500 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -543089.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -543092.125000 Penalty: 4172.158691
	Iteration 41Q: 3 clusters Score -543092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -543094.937500 Penalty: 4172.158691
	Iteration 42Q: 3 clusters Score -543094.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -543098.500000 Penalty: 4172.158691
	Iteration 43Q: 3 clusters Score -543098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -543102.500000 Penalty: 4172.158691
	Iteration 44Q: 3 clusters Score -543102.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -543106.000000 Penalty: 4172.158691
	Iteration 45Q: 3 clusters Score -543106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -543108.437500 Penalty: 4172.158691
	Iteration 46Q: 3 clusters Score -543108.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -543113.000000 Penalty: 4172.158691
	Iteration 47Q: 3 clusters Score -543113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -543116.000000 Penalty: 4172.158691
	Iteration 48Q: 3 clusters Score -543116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -543118.000000 Penalty: 4172.158691
	Iteration 49Q: 3 clusters Score -543118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -543119.312500 Penalty: 4172.158691
	Iteration 50Q: 3 clusters Score -543119.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -543123.500000 Penalty: 4172.158691
	Iteration 51Q: 3 clusters Score -543123.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -543126.312500 Penalty: 4172.158691
	Iteration 52Q: 3 clusters Score -543126.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -543130.187500 Penalty: 4172.158691
	Iteration 53Q: 3 clusters Score -543130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -543133.312500 Penalty: 4172.158691
	Iteration 54Q: 3 clusters Score -543133.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -543134.250000 Penalty: 4172.158691
	Iteration 55Q: 3 clusters Score -543134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -543136.375000 Penalty: 4172.158691
	Iteration 56Q: 3 clusters Score -543136.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -543139.687500 Penalty: 4172.158691
	Iteration 57Q: 3 clusters Score -543139.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -543141.312500 Penalty: 4172.158691
	Iteration 58Q: 3 clusters Score -543141.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -543146.250000 Penalty: 4172.158691
	Iteration 59Q: 3 clusters Score -543146.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -543148.812500 Penalty: 4172.158691
	Iteration 60F: 3 clusters Score -543148.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -543153.062500 Penalty: 4172.158691
	Iteration 61Q: 3 clusters Score -543153.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -543158.250000 Penalty: 4172.158691
	Iteration 62Q: 3 clusters Score -543158.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -543166.187500 Penalty: 4172.158691
	Iteration 63Q: 3 clusters Score -543166.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -543172.437500 Penalty: 4172.158691
	Iteration 64Q: 3 clusters Score -543172.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -543178.250000 Penalty: 4172.158691
	Iteration 65Q: 3 clusters Score -543178.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -543181.625000 Penalty: 4172.158691
	Iteration 66Q: 3 clusters Score -543181.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -543184.625000 Penalty: 4172.158691
	Iteration 67Q: 3 clusters Score -543184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -543190.000000 Penalty: 4172.158691
	Iteration 68Q: 3 clusters Score -543190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -543196.312500 Penalty: 4172.158691
	Iteration 69Q: 3 clusters Score -543196.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -543201.687500 Penalty: 4172.158691
	Iteration 70Q: 3 clusters Score -543201.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -543209.875000 Penalty: 4172.158691
	Iteration 71Q: 3 clusters Score -543209.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -543219.000000 Penalty: 4172.158691
	Iteration 72Q: 3 clusters Score -543219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -543222.312500 Penalty: 4172.158691
	Iteration 73Q: 3 clusters Score -543222.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -543229.250000 Penalty: 4172.158691
	Iteration 74Q: 3 clusters Score -543229.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -543239.125000 Penalty: 4172.158691
	Iteration 75Q: 3 clusters Score -543239.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -543251.562500 Penalty: 4172.158691
	Iteration 76Q: 3 clusters Score -543251.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -543265.562500 Penalty: 4172.158691
	Iteration 77Q: 3 clusters Score -543265.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -543282.750000 Penalty: 4172.158691
	Iteration 78Q: 3 clusters Score -543282.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -543301.125000 Penalty: 4172.158691
	Iteration 79Q: 3 clusters Score -543301.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -543319.500000 Penalty: 4172.158691
	Iteration 80F: 3 clusters Score -543319.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -543339.687500 Penalty: 4172.158691
	Iteration 81Q: 3 clusters Score -543339.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -543354.937500 Penalty: 4172.158691
	Iteration 82Q: 3 clusters Score -543354.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -543371.250000 Penalty: 4172.158691
	Iteration 83Q: 3 clusters Score -543371.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -543387.500000 Penalty: 4172.158691
	Iteration 84Q: 3 clusters Score -543387.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -543395.625000 Penalty: 4172.158691
	Iteration 85Q: 3 clusters Score -543395.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -543402.000000 Penalty: 4172.158691
	Iteration 86Q: 3 clusters Score -543402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -543405.437500 Penalty: 4172.158691
	Iteration 87Q: 3 clusters Score -543405.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -543410.312500 Penalty: 4172.158691
	Iteration 88Q: 3 clusters Score -543410.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -543416.187500 Penalty: 4172.158691
	Iteration 89Q: 3 clusters Score -543416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -543419.875000 Penalty: 4172.158691
	Iteration 90Q: 3 clusters Score -543419.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -543424.062500 Penalty: 4172.158691
	Iteration 91Q: 3 clusters Score -543424.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -543432.687500 Penalty: 4172.158691
	Iteration 92Q: 3 clusters Score -543432.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -543443.687500 Penalty: 4172.158691
	Iteration 93Q: 3 clusters Score -543443.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -543450.000000 Penalty: 4172.158691
	Iteration 94Q: 3 clusters Score -543450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -543452.062500 Penalty: 4172.158691
	Iteration 95Q: 3 clusters Score -543452.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -543457.375000 Penalty: 4172.158691
	Iteration 96Q: 3 clusters Score -543457.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -543462.750000 Penalty: 4172.158691
	Iteration 97Q: 3 clusters Score -543462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -543465.250000 Penalty: 4172.158691
	Iteration 98Q: 3 clusters Score -543465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -543469.500000 Penalty: 4172.158691
	Iteration 99Q: 3 clusters Score -543469.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -543471.937500 Penalty: 4172.158691
	Iteration 100F: 3 clusters Score -543471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -543473.250000 Penalty: 4172.158691
	Iteration 101Q: 3 clusters Score -543473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -543475.625000 Penalty: 4172.158691
	Iteration 102Q: 3 clusters Score -543475.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -543478.062500 Penalty: 4172.158691
	Iteration 103Q: 3 clusters Score -543478.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -543480.312500 Penalty: 4172.158691
	Iteration 104Q: 3 clusters Score -543480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -543482.125000 Penalty: 4172.158691
	Iteration 105Q: 3 clusters Score -543482.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -543485.437500 Penalty: 4172.158691
	Iteration 106Q: 3 clusters Score -543485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -543487.250000 Penalty: 4172.158691
	Iteration 107Q: 3 clusters Score -543487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -543492.750000 Penalty: 4172.158691
	Iteration 108Q: 3 clusters Score -543492.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -543498.375000 Penalty: 4172.158691
	Iteration 109Q: 3 clusters Score -543498.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -543503.437500 Penalty: 4172.158691
	Iteration 110Q: 3 clusters Score -543503.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -543507.687500 Penalty: 4172.158691
	Iteration 111Q: 3 clusters Score -543507.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -543515.937500 Penalty: 4172.158691
	Iteration 112Q: 3 clusters Score -543515.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -543521.812500 Penalty: 4172.158691
	Iteration 113Q: 3 clusters Score -543521.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -543524.875000 Penalty: 4172.158691
	Iteration 114Q: 3 clusters Score -543524.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -543529.062500 Penalty: 4172.158691
	Iteration 115Q: 3 clusters Score -543529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -543534.000000 Penalty: 4172.158691
	Iteration 116Q: 3 clusters Score -543534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -543538.937500 Penalty: 4172.158691
	Iteration 117Q: 3 clusters Score -543538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -543542.125000 Penalty: 4172.158691
	Iteration 118Q: 3 clusters Score -543542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -543543.750000 Penalty: 4172.158691
	Iteration 119Q: 3 clusters Score -543543.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -543547.562500 Penalty: 4172.158691
	Iteration 120F: 3 clusters Score -543547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -543548.500000 Penalty: 4172.158691
	Iteration 121Q: 3 clusters Score -543548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -543551.562500 Penalty: 4172.158691
	Iteration 122Q: 3 clusters Score -543551.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -543557.750000 Penalty: 4172.158691
	Iteration 123Q: 3 clusters Score -543557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -543565.625000 Penalty: 4172.158691
	Iteration 124Q: 3 clusters Score -543565.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -543572.375000 Penalty: 4172.158691
	Iteration 125Q: 3 clusters Score -543572.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -543579.875000 Penalty: 4172.158691
	Iteration 126Q: 3 clusters Score -543579.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -543588.437500 Penalty: 4172.158691
	Iteration 127Q: 3 clusters Score -543588.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -543599.125000 Penalty: 4172.158691
	Iteration 128Q: 3 clusters Score -543599.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -543608.625000 Penalty: 4172.158691
	Iteration 129Q: 3 clusters Score -543608.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -543617.437500 Penalty: 4172.158691
	Iteration 130Q: 3 clusters Score -543617.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -543625.250000 Penalty: 4172.158691
	Iteration 131Q: 3 clusters Score -543625.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -543633.500000 Penalty: 4172.158691
	Iteration 132Q: 3 clusters Score -543633.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -543646.687500 Penalty: 4172.158691
	Iteration 133Q: 3 clusters Score -543646.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -543656.625000 Penalty: 4172.158691
	Iteration 134Q: 3 clusters Score -543656.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -543662.875000 Penalty: 4172.158691
	Iteration 135Q: 3 clusters Score -543662.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -543668.437500 Penalty: 4172.158691
	Iteration 136Q: 3 clusters Score -543668.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -543675.562500 Penalty: 4172.158691
	Iteration 137Q: 3 clusters Score -543675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -543681.812500 Penalty: 4172.158691
	Iteration 138Q: 3 clusters Score -543681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -543687.000000 Penalty: 4172.158691
	Iteration 139Q: 3 clusters Score -543687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -543691.062500 Penalty: 4172.158691
	Iteration 140F: 3 clusters Score -543691.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -543694.125000 Penalty: 4172.158691
	Iteration 141Q: 3 clusters Score -543694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -543695.562500 Penalty: 4172.158691
	Iteration 142Q: 3 clusters Score -543695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -543696.687500 Penalty: 4172.158691
	Iteration 143Q: 3 clusters Score -543696.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -543699.000000 Penalty: 4172.158691
	Iteration 144Q: 3 clusters Score -543699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -543700.750000 Penalty: 4172.158691
	Iteration 145Q: 3 clusters Score -543700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -543703.500000 Penalty: 4172.158691
	Iteration 146Q: 3 clusters Score -543703.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -543708.062500 Penalty: 4172.158691
	Iteration 147Q: 3 clusters Score -543708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -543713.312500 Penalty: 4172.158691
	Iteration 148Q: 3 clusters Score -543713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -543717.562500 Penalty: 4172.158691
	Iteration 149Q: 3 clusters Score -543717.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -543723.312500 Penalty: 4172.158691
	Iteration 150Q: 3 clusters Score -543723.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -543726.875000 Penalty: 4172.158691
	Iteration 151Q: 3 clusters Score -543726.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -543735.937500 Penalty: 4172.158691
	Iteration 152Q: 3 clusters Score -543735.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -543741.062500 Penalty: 4172.158691
	Iteration 153Q: 3 clusters Score -543741.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -543746.937500 Penalty: 4172.158691
	Iteration 154Q: 3 clusters Score -543746.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -543748.937500 Penalty: 4172.158691
	Iteration 155Q: 3 clusters Score -543748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -543749.125000 Penalty: 4172.158691
	Iteration 156Q: 3 clusters Score -543749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -543750.062500 Penalty: 4172.158691
	Iteration 157Q: 3 clusters Score -543750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -543751.500000 Penalty: 4172.158691
	Iteration 158Q: 3 clusters Score -543751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -543751.687500 Penalty: 4172.158691
	Iteration 159Q: 3 clusters Score -543751.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -543754.625000 Penalty: 4172.158691
	Iteration 160F: 3 clusters Score -543754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -543757.625000 Penalty: 4172.158691
	Iteration 161Q: 3 clusters Score -543757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -543757.812500 Penalty: 4172.158691
	Iteration 162Q: 3 clusters Score -543757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -543758.125000 Penalty: 4172.158691
	Iteration 163Q: 3 clusters Score -543758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -543759.062500 Penalty: 4172.158691
	Iteration 164Q: 3 clusters Score -543759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -543759.062500 Penalty: 4172.158691
	Iteration 165F: 3 clusters Score -543759.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Entering Unmasked Estep 
Score: -3626001.750000 Penalty: 2559.464111
	Iteration 0F: 2 clusters Score -3626002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3605217.500000 Penalty: 5118.928223
	Iteration 0F: 3 clusters Score -3605218 nChanged 13672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3612850.750000 Penalty: 5118.928223
	Iteration 1F: 3 clusters Score -3612851 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3613637.000000 Penalty: 5118.928223
	Iteration 2F: 3 clusters Score -3613637 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3614480.500000 Penalty: 5118.928223
	Iteration 3F: 3 clusters Score -3614480 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3615463.500000 Penalty: 5118.928223
	Iteration 4F: 3 clusters Score -3615464 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3616437.500000 Penalty: 5118.928223
	Iteration 5F: 3 clusters Score -3616438 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3617432.000000 Penalty: 5118.928223
	Iteration 6F: 3 clusters Score -3617432 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3618360.750000 Penalty: 5118.928223
	Iteration 7F: 3 clusters Score -3618361 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3619281.250000 Penalty: 5118.928223
	Iteration 8Q: 3 clusters Score -3619281 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3620089.250000 Penalty: 5118.928223
	Iteration 9Q: 3 clusters Score -3620089 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3620810.250000 Penalty: 5118.928223
	Iteration 10Q: 3 clusters Score -3620810 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3621359.750000 Penalty: 5118.928223
	Iteration 11Q: 3 clusters Score -3621360 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3621798.500000 Penalty: 5118.928223
	Iteration 12Q: 3 clusters Score -3621798 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3622192.000000 Penalty: 5118.928223
	Iteration 13Q: 3 clusters Score -3622192 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3622569.000000 Penalty: 5118.928223
	Iteration 14Q: 3 clusters Score -3622569 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3622892.750000 Penalty: 5118.928223
	Iteration 15Q: 3 clusters Score -3622893 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3623182.000000 Penalty: 5118.928223
	Iteration 16Q: 3 clusters Score -3623182 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3623419.250000 Penalty: 5118.928223
	Iteration 17Q: 3 clusters Score -3623419 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3623580.000000 Penalty: 5118.928223
	Iteration 18Q: 3 clusters Score -3623580 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3623742.750000 Penalty: 5118.928223
	Iteration 19Q: 3 clusters Score -3623743 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3623851.750000 Penalty: 5118.928223
	Iteration 20F: 3 clusters Score -3623852 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -3623931.750000 Penalty: 5118.928223
	Iteration 21Q: 3 clusters Score -3623932 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -3624009.250000 Penalty: 5118.928223
	Iteration 22Q: 3 clusters Score -3624009 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3624065.750000 Penalty: 5118.928223
	Iteration 23Q: 3 clusters Score -3624066 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3624111.000000 Penalty: 5118.928223
	Iteration 24Q: 3 clusters Score -3624111 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3624149.750000 Penalty: 5118.928223
	Iteration 25Q: 3 clusters Score -3624150 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3624178.250000 Penalty: 5118.928223
	Iteration 26Q: 3 clusters Score -3624178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3624211.250000 Penalty: 5118.928223
	Iteration 27Q: 3 clusters Score -3624211 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3624241.250000 Penalty: 5118.928223
	Iteration 28Q: 3 clusters Score -3624241 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3624263.000000 Penalty: 5118.928223
	Iteration 29Q: 3 clusters Score -3624263 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3624280.000000 Penalty: 5118.928223
	Iteration 30Q: 3 clusters Score -3624280 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3624325.000000 Penalty: 5118.928223
	Iteration 31Q: 3 clusters Score -3624325 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3624363.000000 Penalty: 5118.928223
	Iteration 32Q: 3 clusters Score -3624363 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -3624400.000000 Penalty: 5118.928223
	Iteration 33Q: 3 clusters Score -3624400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3624424.750000 Penalty: 5118.928223
	Iteration 34Q: 3 clusters Score -3624425 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3624459.750000 Penalty: 5118.928223
	Iteration 35Q: 3 clusters Score -3624460 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3624509.500000 Penalty: 5118.928223
	Iteration 36Q: 3 clusters Score -3624510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3624541.750000 Penalty: 5118.928223
	Iteration 37Q: 3 clusters Score -3624542 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3624594.750000 Penalty: 5118.928223
	Iteration 38Q: 3 clusters Score -3624595 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3624639.250000 Penalty: 5118.928223
	Iteration 39Q: 3 clusters Score -3624639 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3624679.000000 Penalty: 5118.928223
	Iteration 40F: 3 clusters Score -3624679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3624734.500000 Penalty: 5118.928223
	Iteration 41Q: 3 clusters Score -3624734 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3624766.750000 Penalty: 5118.928223
	Iteration 42Q: 3 clusters Score -3624767 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3624785.000000 Penalty: 5118.928223
	Iteration 43Q: 3 clusters Score -3624785 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3624811.500000 Penalty: 5118.928223
	Iteration 44Q: 3 clusters Score -3624812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3624856.250000 Penalty: 5118.928223
	Iteration 45Q: 3 clusters Score -3624856 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3624881.750000 Penalty: 5118.928223
	Iteration 46Q: 3 clusters Score -3624882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3624910.000000 Penalty: 5118.928223
	Iteration 47Q: 3 clusters Score -3624910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3624924.750000 Penalty: 5118.928223
	Iteration 48Q: 3 clusters Score -3624925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3624957.000000 Penalty: 5118.928223
	Iteration 49Q: 3 clusters Score -3624957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3624968.000000 Penalty: 5118.928223
	Iteration 50Q: 3 clusters Score -3624968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3624974.500000 Penalty: 5118.928223
	Iteration 51Q: 3 clusters Score -3624974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3624995.000000 Penalty: 5118.928223
	Iteration 52Q: 3 clusters Score -3624995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3624998.500000 Penalty: 5118.928223
	Iteration 53Q: 3 clusters Score -3624998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3625010.750000 Penalty: 5118.928223
	Iteration 54Q: 3 clusters Score -3625011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3625014.750000 Penalty: 5118.928223
	Iteration 55Q: 3 clusters Score -3625015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3625019.250000 Penalty: 5118.928223
	Iteration 56Q: 3 clusters Score -3625019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3625036.000000 Penalty: 5118.928223
	Iteration 57Q: 3 clusters Score -3625036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3625033.500000 Penalty: 5118.928223
	Iteration 58Q: 3 clusters Score -3625034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3625027.250000 Penalty: 5118.928223
	Iteration 59Q: 3 clusters Score -3625027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3625031.750000 Penalty: 5118.928223
	Iteration 60F: 3 clusters Score -3625032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3625042.250000 Penalty: 5118.928223
	Iteration 61Q: 3 clusters Score -3625042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3625043.750000 Penalty: 5118.928223
	Iteration 62Q: 3 clusters Score -3625044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3625040.000000 Penalty: 5118.928223
	Iteration 63Q: 3 clusters Score -3625040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3625034.250000 Penalty: 5118.928223
	Iteration 64Q: 3 clusters Score -3625034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3625042.750000 Penalty: 5118.928223
	Iteration 65Q: 3 clusters Score -3625043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3625051.750000 Penalty: 5118.928223
	Iteration 66Q: 3 clusters Score -3625052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3625062.500000 Penalty: 5118.928223
	Iteration 67Q: 3 clusters Score -3625062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3625063.500000 Penalty: 5118.928223
	Iteration 68Q: 3 clusters Score -3625064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3625066.750000 Penalty: 5118.928223
	Iteration 69Q: 3 clusters Score -3625067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3625064.000000 Penalty: 5118.928223
	Iteration 70Q: 3 clusters Score -3625064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3625074.000000 Penalty: 5118.928223
	Iteration 71Q: 3 clusters Score -3625074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3625072.000000 Penalty: 5118.928223
	Iteration 72Q: 3 clusters Score -3625072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3625073.000000 Penalty: 5118.928223
	Iteration 73Q: 3 clusters Score -3625073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3625070.250000 Penalty: 5118.928223
	Iteration 74Q: 3 clusters Score -3625070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3625074.250000 Penalty: 5118.928223
	Iteration 75Q: 3 clusters Score -3625074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3625073.250000 Penalty: 5118.928223
	Iteration 76Q: 3 clusters Score -3625073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3625077.500000 Penalty: 5118.928223
	Iteration 77Q: 3 clusters Score -3625078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3625075.000000 Penalty: 5118.928223
	Iteration 78Q: 3 clusters Score -3625075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3625075.000000 Penalty: 5118.928223
	Iteration 79F: 3 clusters Score -3625075 nChanged 0
--- Evaluating fit on full set of 963655 points ---
Entering Unmasked Estep 
Score: -107214168.000000 Penalty: 123014.343750
23->37 Clusters: Score -107214168.000000, best is -107291416.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 321218 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 13823 members 
Mstep: Class 3 contains 14249 members 
Mstep: Class 4 contains 13952 members 
Mstep: Class 5 contains 13841 members 
Mstep: Class 6 contains 13892 members 
Mstep: Class 7 contains 14086 members 
Mstep: Class 8 contains 14083 members 
Mstep: Class 9 contains 13912 members 
Mstep: Class 10 contains 14029 members 
Mstep: Class 11 contains 14005 members 
Mstep: Class 12 contains 14008 members 
Mstep: Class 13 contains 13859 members 
Mstep: Class 14 contains 13920 members 
Mstep: Class 15 contains 13878 members 
Mstep: Class 16 contains 13824 members 
Mstep: Class 17 contains 13831 members 
Mstep: Class 18 contains 14136 members 
Mstep: Class 19 contains 14114 members 
Mstep: Class 20 contains 13867 members 
Mstep: Class 21 contains 13877 members 
Mstep: Class 22 contains 14063 members 
Mstep: Class 23 contains 13961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 701.709412 but Gain 3144.609375
Score: -33059474.000000 Penalty: 69181.398438
Iteration 0F: 23 clusters Score -3.305947e+07 nChanged 305469
Entering Unmasked Mstep 
Mstep: Class 0 contains 1336 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 7776 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 12252 members 
Mstep: Class 5 contains 10558 members 
Mstep: Class 6 contains 12994 members 
Mstep: Class 7 contains 16416 members 
Mstep: Class 8 contains 9267 members 
Mstep: Class 9 contains 36329 members 
Mstep: Class 10 contains 17626 members 
Mstep: Class 11 contains 14139 members 
Mstep: Class 13 contains 21208 members 
Mstep: Class 14 contains 7430 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 53220 members 
Mstep: Class 17 contains 5890 members 
Mstep: Class 18 contains 27148 members 
Mstep: Class 19 contains 15017 members 
Mstep: Class 20 contains 10916 members 
Mstep: Class 21 contains 6784 members 
Mstep: Class 22 contains 8397 members 
Mstep: Class 23 contains 5837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34565164.000000 Penalty: 69181.398438
Iteration 1F: 23 clusters Score -3.456516e+07 nChanged 164050
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5664 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 11875 members 
Mstep: Class 5 contains 7085 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 13087 members 
Mstep: Class 8 contains 5519 members 
Mstep: Class 9 contains 48005 members 
Mstep: Class 10 contains 16249 members 
Mstep: Class 11 contains 9029 members 
Mstep: Class 13 contains 18887 members 
Mstep: Class 14 contains 3371 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 94205 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 18 contains 30699 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 6025 members 
Mstep: Class 21 contains 4059 members 
Mstep: Class 22 contains 10166 members 
Mstep: Class 23 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35102768.000000 Penalty: 69181.398438
Iteration 2F: 23 clusters Score -3.510277e+07 nChanged 92851
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 3661 members 
Mstep: Class 4 contains 18433 members 
Mstep: Class 5 contains 7733 members 
Mstep: Class 6 contains 9494 members 
Mstep: Class 7 contains 10897 members 
Mstep: Class 8 contains 5342 members 
Mstep: Class 9 contains 40923 members 
Mstep: Class 10 contains 15840 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 13 contains 17400 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 100186 members 
Mstep: Class 17 contains 3457 members 
Mstep: Class 18 contains 36336 members 
Mstep: Class 19 contains 8545 members 
Mstep: Class 20 contains 5043 members 
Mstep: Class 21 contains 4021 members 
Mstep: Class 22 contains 9393 members 
Mstep: Class 23 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35296244.000000 Penalty: 69181.398438
Iteration 3F: 23 clusters Score -3.529624e+07 nChanged 60826
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4421 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 23471 members 
Mstep: Class 5 contains 8254 members 
Mstep: Class 6 contains 10168 members 
Mstep: Class 7 contains 10309 members 
Mstep: Class 8 contains 5243 members 
Mstep: Class 9 contains 33527 members 
Mstep: Class 10 contains 16516 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 98324 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 40127 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 5297 members 
Mstep: Class 21 contains 4182 members 
Mstep: Class 22 contains 8030 members 
Mstep: Class 23 contains 3825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2896.187012 but Gain 3144.609375
Score: -35386192.000000 Penalty: 66036.789062
Iteration 4F: 22 clusters Score -3.538619e+07 nChanged 43417
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5037 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 25757 members 
Mstep: Class 5 contains 8649 members 
Mstep: Class 6 contains 10533 members 
Mstep: Class 7 contains 10200 members 
Mstep: Class 8 contains 5378 members 
Mstep: Class 9 contains 31516 members 
Mstep: Class 10 contains 16804 members 
Mstep: Class 11 contains 8311 members 
Mstep: Class 13 contains 16102 members 
Mstep: Class 15 contains 3096 members 
Mstep: Class 16 contains 93516 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 42022 members 
Mstep: Class 19 contains 10144 members 
Mstep: Class 20 contains 5840 members 
Mstep: Class 21 contains 4229 members 
Mstep: Class 22 contains 7161 members 
Mstep: Class 23 contains 4585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35436472.000000 Penalty: 66036.789062
Iteration 5F: 22 clusters Score -3.543647e+07 nChanged 31311
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 26997 members 
Mstep: Class 5 contains 8904 members 
Mstep: Class 6 contains 10659 members 
Mstep: Class 7 contains 9885 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 31581 members 
Mstep: Class 10 contains 16504 members 
Mstep: Class 11 contains 10949 members 
Mstep: Class 13 contains 15640 members 
Mstep: Class 15 contains 2917 members 
Mstep: Class 16 contains 88087 members 
Mstep: Class 17 contains 6032 members 
Mstep: Class 18 contains 42579 members 
Mstep: Class 19 contains 10407 members 
Mstep: Class 20 contains 6493 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 6585 members 
Mstep: Class 23 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35471068.000000 Penalty: 66036.789062
Iteration 6F: 22 clusters Score -3.547107e+07 nChanged 25856
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5511 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 4 contains 27680 members 
Mstep: Class 5 contains 9192 members 
Mstep: Class 6 contains 10720 members 
Mstep: Class 7 contains 9479 members 
Mstep: Class 8 contains 4729 members 
Mstep: Class 9 contains 33032 members 
Mstep: Class 10 contains 15934 members 
Mstep: Class 11 contains 14232 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 15 contains 2786 members 
Mstep: Class 16 contains 82213 members 
Mstep: Class 17 contains 6476 members 
Mstep: Class 18 contains 42576 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 4606 members 
Mstep: Class 22 contains 6180 members 
Mstep: Class 23 contains 5290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35499816.000000 Penalty: 66036.789062
Iteration 7F: 22 clusters Score -3.549982e+07 nChanged 22848
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 4632 members 
Mstep: Class 4 contains 27458 members 
Mstep: Class 5 contains 9604 members 
Mstep: Class 6 contains 10704 members 
Mstep: Class 7 contains 8984 members 
Mstep: Class 8 contains 4515 members 
Mstep: Class 9 contains 35492 members 
Mstep: Class 10 contains 15208 members 
Mstep: Class 11 contains 17760 members 
Mstep: Class 13 contains 14115 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 76508 members 
Mstep: Class 17 contains 6761 members 
Mstep: Class 18 contains 42189 members 
Mstep: Class 19 contains 11146 members 
Mstep: Class 20 contains 8037 members 
Mstep: Class 21 contains 4783 members 
Mstep: Class 22 contains 5874 members 
Mstep: Class 23 contains 5619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35521124.000000 Penalty: 66036.789062
Iteration 8F: 22 clusters Score -3.552112e+07 nChanged 19950
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 4934 members 
Mstep: Class 4 contains 26252 members 
Mstep: Class 5 contains 10342 members 
Mstep: Class 6 contains 10692 members 
Mstep: Class 7 contains 8512 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 37286 members 
Mstep: Class 10 contains 14678 members 
Mstep: Class 11 contains 21259 members 
Mstep: Class 13 contains 13365 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 16 contains 72052 members 
Mstep: Class 17 contains 6986 members 
Mstep: Class 18 contains 41505 members 
Mstep: Class 19 contains 11397 members 
Mstep: Class 20 contains 8932 members 
Mstep: Class 21 contains 5004 members 
Mstep: Class 22 contains 5648 members 
Mstep: Class 23 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35539160.000000 Penalty: 66036.789062
Iteration 9F: 22 clusters Score -3.553916e+07 nChanged 17712
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5562 members 
Mstep: Class 3 contains 5186 members 
Mstep: Class 4 contains 24091 members 
Mstep: Class 5 contains 11541 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 8089 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 38394 members 
Mstep: Class 10 contains 14487 members 
Mstep: Class 11 contains 24590 members 
Mstep: Class 13 contains 12706 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 16 contains 68682 members 
Mstep: Class 17 contains 7181 members 
Mstep: Class 18 contains 40677 members 
Mstep: Class 19 contains 11515 members 
Mstep: Class 20 contains 9847 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 6270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35555940.000000 Penalty: 66036.789062
Iteration 10F: 22 clusters Score -3.555594e+07 nChanged 16626
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5509 members 
Mstep: Class 3 contains 5301 members 
Mstep: Class 4 contains 21324 members 
Mstep: Class 5 contains 13179 members 
Mstep: Class 6 contains 10733 members 
Mstep: Class 7 contains 7780 members 
Mstep: Class 8 contains 4190 members 
Mstep: Class 9 contains 39203 members 
Mstep: Class 10 contains 14471 members 
Mstep: Class 11 contains 27836 members 
Mstep: Class 13 contains 12112 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 65857 members 
Mstep: Class 17 contains 7342 members 
Mstep: Class 18 contains 39650 members 
Mstep: Class 19 contains 11567 members 
Mstep: Class 20 contains 10637 members 
Mstep: Class 21 contains 5394 members 
Mstep: Class 22 contains 5348 members 
Mstep: Class 23 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35571632.000000 Penalty: 66036.789062
Iteration 11F: 22 clusters Score -3.557163e+07 nChanged 15529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 18800 members 
Mstep: Class 5 contains 15258 members 
Mstep: Class 6 contains 10703 members 
Mstep: Class 7 contains 7568 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 39622 members 
Mstep: Class 10 contains 14696 members 
Mstep: Class 11 contains 30398 members 
Mstep: Class 13 contains 11566 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 16 contains 63389 members 
Mstep: Class 17 contains 7494 members 
Mstep: Class 18 contains 38435 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 11395 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 7272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35586948.000000 Penalty: 66036.789062
Iteration 12Q: 22 clusters Score -3.558695e+07 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 17166 members 
Mstep: Class 5 contains 17458 members 
Mstep: Class 6 contains 10646 members 
Mstep: Class 7 contains 7378 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 39708 members 
Mstep: Class 10 contains 15193 members 
Mstep: Class 11 contains 32039 members 
Mstep: Class 13 contains 11000 members 
Mstep: Class 15 contains 3496 members 
Mstep: Class 16 contains 61120 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 18 contains 37122 members 
Mstep: Class 19 contains 11427 members 
Mstep: Class 20 contains 12074 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 5099 members 
Mstep: Class 23 contains 7884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35599700.000000 Penalty: 66036.789062
Iteration 13Q: 22 clusters Score -3.55997e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 4929 members 
Mstep: Class 4 contains 16143 members 
Mstep: Class 5 contains 19724 members 
Mstep: Class 6 contains 10634 members 
Mstep: Class 7 contains 7192 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 39557 members 
Mstep: Class 10 contains 15715 members 
Mstep: Class 11 contains 33148 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 15 contains 3756 members 
Mstep: Class 16 contains 59099 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 18 contains 35724 members 
Mstep: Class 19 contains 11326 members 
Mstep: Class 20 contains 12607 members 
Mstep: Class 21 contains 5736 members 
Mstep: Class 22 contains 4987 members 
Mstep: Class 23 contains 8486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35611292.000000 Penalty: 66036.789062
Iteration 14Q: 22 clusters Score -3.561129e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 3 contains 4807 members 
Mstep: Class 4 contains 15580 members 
Mstep: Class 5 contains 21959 members 
Mstep: Class 6 contains 10603 members 
Mstep: Class 7 contains 7070 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 39279 members 
Mstep: Class 10 contains 16112 members 
Mstep: Class 11 contains 33859 members 
Mstep: Class 13 contains 9829 members 
Mstep: Class 15 contains 4007 members 
Mstep: Class 16 contains 57383 members 
Mstep: Class 17 contains 7886 members 
Mstep: Class 18 contains 34313 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 13019 members 
Mstep: Class 21 contains 5807 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 9042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35620340.000000 Penalty: 66036.789062
Iteration 15Q: 22 clusters Score -3.562034e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5496 members 
Mstep: Class 3 contains 4771 members 
Mstep: Class 4 contains 15310 members 
Mstep: Class 5 contains 24047 members 
Mstep: Class 6 contains 10557 members 
Mstep: Class 7 contains 7020 members 
Mstep: Class 8 contains 4314 members 
Mstep: Class 9 contains 38896 members 
Mstep: Class 10 contains 16428 members 
Mstep: Class 11 contains 34301 members 
Mstep: Class 13 contains 9167 members 
Mstep: Class 15 contains 4279 members 
Mstep: Class 16 contains 55887 members 
Mstep: Class 17 contains 8002 members 
Mstep: Class 18 contains 32990 members 
Mstep: Class 19 contains 11280 members 
Mstep: Class 20 contains 13272 members 
Mstep: Class 21 contains 5825 members 
Mstep: Class 22 contains 4846 members 
Mstep: Class 23 contains 9509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35626488.000000 Penalty: 66036.789062
Iteration 16Q: 22 clusters Score -3.562649e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 26000 members 
Mstep: Class 6 contains 10462 members 
Mstep: Class 7 contains 7068 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 38483 members 
Mstep: Class 10 contains 16767 members 
Mstep: Class 11 contains 34561 members 
Mstep: Class 13 contains 8504 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 54418 members 
Mstep: Class 17 contains 8128 members 
Mstep: Class 18 contains 31877 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 13512 members 
Mstep: Class 21 contains 5846 members 
Mstep: Class 22 contains 4793 members 
Mstep: Class 23 contains 9895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35631336.000000 Penalty: 66036.789062
Iteration 17Q: 22 clusters Score -3.563134e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5662 members 
Mstep: Class 3 contains 4771 members 
Mstep: Class 4 contains 15141 members 
Mstep: Class 5 contains 27737 members 
Mstep: Class 6 contains 10398 members 
Mstep: Class 7 contains 7155 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 38035 members 
Mstep: Class 10 contains 17057 members 
Mstep: Class 11 contains 34622 members 
Mstep: Class 13 contains 7975 members 
Mstep: Class 15 contains 4676 members 
Mstep: Class 16 contains 53099 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 30878 members 
Mstep: Class 19 contains 11425 members 
Mstep: Class 20 contains 13646 members 
Mstep: Class 21 contains 5867 members 
Mstep: Class 22 contains 4749 members 
Mstep: Class 23 contains 10262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35634552.000000 Penalty: 66036.789062
Iteration 18Q: 22 clusters Score -3.563455e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 4785 members 
Mstep: Class 4 contains 15123 members 
Mstep: Class 5 contains 29234 members 
Mstep: Class 6 contains 10323 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 4497 members 
Mstep: Class 9 contains 37581 members 
Mstep: Class 10 contains 17352 members 
Mstep: Class 11 contains 34663 members 
Mstep: Class 13 contains 7601 members 
Mstep: Class 15 contains 4803 members 
Mstep: Class 16 contains 51881 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 30006 members 
Mstep: Class 19 contains 11596 members 
Mstep: Class 20 contains 13660 members 
Mstep: Class 21 contains 5875 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 10539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35637724.000000 Penalty: 66036.789062
Iteration 19Q: 22 clusters Score -3.563772e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5802 members 
Mstep: Class 3 contains 4785 members 
Mstep: Class 4 contains 15122 members 
Mstep: Class 5 contains 30504 members 
Mstep: Class 6 contains 10277 members 
Mstep: Class 7 contains 7449 members 
Mstep: Class 8 contains 4551 members 
Mstep: Class 9 contains 37140 members 
Mstep: Class 10 contains 17616 members 
Mstep: Class 11 contains 34611 members 
Mstep: Class 13 contains 7388 members 
Mstep: Class 15 contains 4953 members 
Mstep: Class 16 contains 50898 members 
Mstep: Class 17 contains 8527 members 
Mstep: Class 18 contains 29204 members 
Mstep: Class 19 contains 11794 members 
Mstep: Class 20 contains 13566 members 
Mstep: Class 21 contains 5883 members 
Mstep: Class 22 contains 4710 members 
Mstep: Class 23 contains 10753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35640644.000000 Penalty: 66036.789062
Iteration 20F: 22 clusters Score -3.564064e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5854 members 
Mstep: Class 3 contains 4777 members 
Mstep: Class 4 contains 15140 members 
Mstep: Class 5 contains 31634 members 
Mstep: Class 6 contains 10242 members 
Mstep: Class 7 contains 7611 members 
Mstep: Class 8 contains 4586 members 
Mstep: Class 9 contains 36751 members 
Mstep: Class 10 contains 17847 members 
Mstep: Class 11 contains 34535 members 
Mstep: Class 13 contains 7243 members 
Mstep: Class 15 contains 5065 members 
Mstep: Class 16 contains 50093 members 
Mstep: Class 17 contains 8624 members 
Mstep: Class 18 contains 28506 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 13283 members 
Mstep: Class 21 contains 5843 members 
Mstep: Class 22 contains 4693 members 
Mstep: Class 23 contains 10975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35642772.000000 Penalty: 66036.789062
Iteration 21Q: 22 clusters Score -3.564277e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5904 members 
Mstep: Class 3 contains 4786 members 
Mstep: Class 4 contains 15147 members 
Mstep: Class 5 contains 32535 members 
Mstep: Class 6 contains 10219 members 
Mstep: Class 7 contains 7745 members 
Mstep: Class 8 contains 4637 members 
Mstep: Class 9 contains 36438 members 
Mstep: Class 10 contains 18046 members 
Mstep: Class 11 contains 34478 members 
Mstep: Class 13 contains 7122 members 
Mstep: Class 15 contains 5201 members 
Mstep: Class 16 contains 49424 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 27820 members 
Mstep: Class 19 contains 12302 members 
Mstep: Class 20 contains 13056 members 
Mstep: Class 21 contains 5818 members 
Mstep: Class 22 contains 4665 members 
Mstep: Class 23 contains 11164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35644512.000000 Penalty: 66036.789062
Iteration 22Q: 22 clusters Score -3.564451e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 15158 members 
Mstep: Class 5 contains 33293 members 
Mstep: Class 6 contains 10179 members 
Mstep: Class 7 contains 7830 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 36185 members 
Mstep: Class 10 contains 18213 members 
Mstep: Class 11 contains 34394 members 
Mstep: Class 13 contains 7063 members 
Mstep: Class 15 contains 5338 members 
Mstep: Class 16 contains 48905 members 
Mstep: Class 17 contains 8786 members 
Mstep: Class 18 contains 27177 members 
Mstep: Class 19 contains 12533 members 
Mstep: Class 20 contains 12780 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 4646 members 
Mstep: Class 23 contains 11367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35645948.000000 Penalty: 66036.789062
Iteration 23Q: 22 clusters Score -3.564595e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5989 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 15164 members 
Mstep: Class 5 contains 33983 members 
Mstep: Class 6 contains 10154 members 
Mstep: Class 7 contains 7883 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 35955 members 
Mstep: Class 10 contains 18361 members 
Mstep: Class 11 contains 34318 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 15 contains 5475 members 
Mstep: Class 16 contains 48486 members 
Mstep: Class 17 contains 8824 members 
Mstep: Class 18 contains 26605 members 
Mstep: Class 19 contains 12753 members 
Mstep: Class 20 contains 12482 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 11529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35647012.000000 Penalty: 66036.789062
Iteration 24Q: 22 clusters Score -3.564701e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 34548 members 
Mstep: Class 6 contains 10157 members 
Mstep: Class 7 contains 7900 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 35735 members 
Mstep: Class 10 contains 18460 members 
Mstep: Class 11 contains 34253 members 
Mstep: Class 13 contains 7049 members 
Mstep: Class 15 contains 5614 members 
Mstep: Class 16 contains 48233 members 
Mstep: Class 17 contains 8820 members 
Mstep: Class 18 contains 26110 members 
Mstep: Class 19 contains 12936 members 
Mstep: Class 20 contains 12164 members 
Mstep: Class 21 contains 5726 members 
Mstep: Class 22 contains 4630 members 
Mstep: Class 23 contains 11662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35647928.000000 Penalty: 66036.789062
Iteration 25Q: 22 clusters Score -3.564793e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6048 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 4 contains 15165 members 
Mstep: Class 5 contains 35077 members 
Mstep: Class 6 contains 10172 members 
Mstep: Class 7 contains 7910 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 35552 members 
Mstep: Class 10 contains 18560 members 
Mstep: Class 11 contains 34161 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 15 contains 5740 members 
Mstep: Class 16 contains 48031 members 
Mstep: Class 17 contains 8839 members 
Mstep: Class 18 contains 25647 members 
Mstep: Class 19 contains 13082 members 
Mstep: Class 20 contains 11829 members 
Mstep: Class 21 contains 5743 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 11792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35649024.000000 Penalty: 66036.789062
Iteration 26Q: 22 clusters Score -3.564902e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 15165 members 
Mstep: Class 5 contains 35517 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 7895 members 
Mstep: Class 8 contains 5095 members 
Mstep: Class 9 contains 35373 members 
Mstep: Class 10 contains 18632 members 
Mstep: Class 11 contains 34070 members 
Mstep: Class 13 contains 7038 members 
Mstep: Class 15 contains 5886 members 
Mstep: Class 16 contains 47868 members 
Mstep: Class 17 contains 8825 members 
Mstep: Class 18 contains 25256 members 
Mstep: Class 19 contains 13297 members 
Mstep: Class 20 contains 11506 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 11915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35650332.000000 Penalty: 66036.789062
Iteration 27Q: 22 clusters Score -3.565033e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6089 members 
Mstep: Class 3 contains 4843 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 35877 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 7865 members 
Mstep: Class 8 contains 5181 members 
Mstep: Class 9 contains 35215 members 
Mstep: Class 10 contains 18705 members 
Mstep: Class 11 contains 33994 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 15 contains 6041 members 
Mstep: Class 16 contains 47739 members 
Mstep: Class 17 contains 8823 members 
Mstep: Class 18 contains 24954 members 
Mstep: Class 19 contains 13451 members 
Mstep: Class 20 contains 11211 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 4582 members 
Mstep: Class 23 contains 11982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35650836.000000 Penalty: 66036.789062
Iteration 28Q: 22 clusters Score -3.565084e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 15165 members 
Mstep: Class 5 contains 36203 members 
Mstep: Class 6 contains 10248 members 
Mstep: Class 7 contains 7824 members 
Mstep: Class 8 contains 5254 members 
Mstep: Class 9 contains 35052 members 
Mstep: Class 10 contains 18764 members 
Mstep: Class 11 contains 33929 members 
Mstep: Class 13 contains 7038 members 
Mstep: Class 15 contains 6188 members 
Mstep: Class 16 contains 47610 members 
Mstep: Class 17 contains 8814 members 
Mstep: Class 18 contains 24687 members 
Mstep: Class 19 contains 13622 members 
Mstep: Class 20 contains 10974 members 
Mstep: Class 21 contains 5725 members 
Mstep: Class 22 contains 4565 members 
Mstep: Class 23 contains 12031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35651400.000000 Penalty: 66036.789062
Iteration 29Q: 22 clusters Score -3.56514e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 4847 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 36460 members 
Mstep: Class 6 contains 10289 members 
Mstep: Class 7 contains 7784 members 
Mstep: Class 8 contains 5357 members 
Mstep: Class 9 contains 34910 members 
Mstep: Class 10 contains 18797 members 
Mstep: Class 11 contains 33870 members 
Mstep: Class 13 contains 7007 members 
Mstep: Class 15 contains 6318 members 
Mstep: Class 16 contains 47538 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 24469 members 
Mstep: Class 19 contains 13797 members 
Mstep: Class 20 contains 10764 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 4549 members 
Mstep: Class 23 contains 12061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35651980.000000 Penalty: 66036.789062
Iteration 30Q: 22 clusters Score -3.565198e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 4851 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 36667 members 
Mstep: Class 6 contains 10313 members 
Mstep: Class 7 contains 7759 members 
Mstep: Class 8 contains 5489 members 
Mstep: Class 9 contains 34772 members 
Mstep: Class 10 contains 18826 members 
Mstep: Class 11 contains 33817 members 
Mstep: Class 13 contains 6982 members 
Mstep: Class 15 contains 6433 members 
Mstep: Class 16 contains 47497 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 24283 members 
Mstep: Class 19 contains 13926 members 
Mstep: Class 20 contains 10574 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 4535 members 
Mstep: Class 23 contains 12075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35652516.000000 Penalty: 66036.789062
Iteration 31Q: 22 clusters Score -3.565252e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 4854 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 36846 members 
Mstep: Class 6 contains 10316 members 
Mstep: Class 7 contains 7733 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 34640 members 
Mstep: Class 10 contains 18866 members 
Mstep: Class 11 contains 33742 members 
Mstep: Class 13 contains 6956 members 
Mstep: Class 15 contains 6574 members 
Mstep: Class 16 contains 47466 members 
Mstep: Class 17 contains 8811 members 
Mstep: Class 18 contains 24094 members 
Mstep: Class 19 contains 14034 members 
Mstep: Class 20 contains 10425 members 
Mstep: Class 21 contains 5646 members 
Mstep: Class 22 contains 4502 members 
Mstep: Class 23 contains 12092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35652876.000000 Penalty: 66036.789062
Iteration 32Q: 22 clusters Score -3.565288e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6087 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 37004 members 
Mstep: Class 6 contains 10324 members 
Mstep: Class 7 contains 7716 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 34535 members 
Mstep: Class 10 contains 18900 members 
Mstep: Class 11 contains 33653 members 
Mstep: Class 13 contains 6928 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 47462 members 
Mstep: Class 17 contains 8818 members 
Mstep: Class 18 contains 23928 members 
Mstep: Class 19 contains 14091 members 
Mstep: Class 20 contains 10285 members 
Mstep: Class 21 contains 5637 members 
Mstep: Class 22 contains 4474 members 
Mstep: Class 23 contains 12124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35653264.000000 Penalty: 66036.789062
Iteration 33Q: 22 clusters Score -3.565326e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6074 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 15163 members 
Mstep: Class 5 contains 37174 members 
Mstep: Class 6 contains 10307 members 
Mstep: Class 7 contains 7710 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 34426 members 
Mstep: Class 10 contains 18948 members 
Mstep: Class 11 contains 33536 members 
Mstep: Class 13 contains 6913 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 47438 members 
Mstep: Class 17 contains 8816 members 
Mstep: Class 18 contains 23790 members 
Mstep: Class 19 contains 14148 members 
Mstep: Class 20 contains 10177 members 
Mstep: Class 21 contains 5615 members 
Mstep: Class 22 contains 4450 members 
Mstep: Class 23 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35653564.000000 Penalty: 66036.789062
Iteration 34Q: 22 clusters Score -3.565356e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6048 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 37332 members 
Mstep: Class 6 contains 10286 members 
Mstep: Class 7 contains 7702 members 
Mstep: Class 8 contains 5984 members 
Mstep: Class 9 contains 34308 members 
Mstep: Class 10 contains 18984 members 
Mstep: Class 11 contains 33429 members 
Mstep: Class 13 contains 6892 members 
Mstep: Class 15 contains 6915 members 
Mstep: Class 16 contains 47436 members 
Mstep: Class 17 contains 8835 members 
Mstep: Class 18 contains 23679 members 
Mstep: Class 19 contains 14178 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 5585 members 
Mstep: Class 22 contains 4425 members 
Mstep: Class 23 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35653740.000000 Penalty: 66036.789062
Iteration 35Q: 22 clusters Score -3.565374e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6048 members 
Mstep: Class 3 contains 4858 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 37437 members 
Mstep: Class 6 contains 10273 members 
Mstep: Class 7 contains 7703 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 34197 members 
Mstep: Class 10 contains 19008 members 
Mstep: Class 11 contains 33306 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 15 contains 7061 members 
Mstep: Class 16 contains 47435 members 
Mstep: Class 17 contains 8856 members 
Mstep: Class 18 contains 23585 members 
Mstep: Class 19 contains 14179 members 
Mstep: Class 20 contains 9997 members 
Mstep: Class 21 contains 5587 members 
Mstep: Class 22 contains 4402 members 
Mstep: Class 23 contains 12220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35653860.000000 Penalty: 66036.789062
Iteration 36Q: 22 clusters Score -3.565386e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6051 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 15165 members 
Mstep: Class 5 contains 37556 members 
Mstep: Class 6 contains 10249 members 
Mstep: Class 7 contains 7721 members 
Mstep: Class 8 contains 6176 members 
Mstep: Class 9 contains 34084 members 
Mstep: Class 10 contains 19034 members 
Mstep: Class 11 contains 33175 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 15 contains 7207 members 
Mstep: Class 16 contains 47445 members 
Mstep: Class 17 contains 8868 members 
Mstep: Class 18 contains 23492 members 
Mstep: Class 19 contains 14179 members 
Mstep: Class 20 contains 9927 members 
Mstep: Class 21 contains 5582 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 12272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35654008.000000 Penalty: 66036.789062
Iteration 37Q: 22 clusters Score -3.565401e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6033 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 15165 members 
Mstep: Class 5 contains 37646 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 7740 members 
Mstep: Class 8 contains 6265 members 
Mstep: Class 9 contains 33968 members 
Mstep: Class 10 contains 19050 members 
Mstep: Class 11 contains 33054 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 15 contains 7373 members 
Mstep: Class 16 contains 47464 members 
Mstep: Class 17 contains 8889 members 
Mstep: Class 18 contains 23407 members 
Mstep: Class 19 contains 14191 members 
Mstep: Class 20 contains 9870 members 
Mstep: Class 21 contains 5565 members 
Mstep: Class 22 contains 4371 members 
Mstep: Class 23 contains 12315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35654308.000000 Penalty: 66036.789062
Iteration 38Q: 22 clusters Score -3.565431e+07 nChanged 1285
Entering ConstructFrom: 
Score: -35654308.000000 Penalty: 66036.789062
Entering ConstructFrom: 
Trying to split cluster 1 (6982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Entering Unmasked Estep 
Score: -623755.250000 Penalty: 2195.070312
	Iteration 0F: 2 clusters Score -623755.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -617959.187500 Penalty: 4390.140625
	Iteration 0F: 3 clusters Score -617959.2 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -619532.625000 Penalty: 4390.140625
	Iteration 1F: 3 clusters Score -619532.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -619828.562500 Penalty: 4390.140625
	Iteration 2F: 3 clusters Score -619828.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -620028.187500 Penalty: 4390.140625
	Iteration 3F: 3 clusters Score -620028.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -620184.500000 Penalty: 4390.140625
	Iteration 4Q: 3 clusters Score -620184.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -620318.375000 Penalty: 4390.140625
	Iteration 5Q: 3 clusters Score -620318.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -620460.562500 Penalty: 4390.140625
	Iteration 6Q: 3 clusters Score -620460.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -620598.375000 Penalty: 4390.140625
	Iteration 7Q: 3 clusters Score -620598.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -620728.812500 Penalty: 4390.140625
	Iteration 8Q: 3 clusters Score -620728.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -620845.562500 Penalty: 4390.140625
	Iteration 9Q: 3 clusters Score -620845.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -620932.875000 Penalty: 4390.140625
	Iteration 10Q: 3 clusters Score -620932.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -621021.625000 Penalty: 4390.140625
	Iteration 11Q: 3 clusters Score -621021.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -621118.375000 Penalty: 4390.140625
	Iteration 12Q: 3 clusters Score -621118.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -621218.312500 Penalty: 4390.140625
	Iteration 13Q: 3 clusters Score -621218.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -621315.000000 Penalty: 4390.140625
	Iteration 14Q: 3 clusters Score -621315 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -621409.875000 Penalty: 4390.140625
	Iteration 15Q: 3 clusters Score -621409.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -621501.062500 Penalty: 4390.140625
	Iteration 16Q: 3 clusters Score -621501.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -621585.437500 Penalty: 4390.140625
	Iteration 17Q: 3 clusters Score -621585.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -621651.125000 Penalty: 4390.140625
	Iteration 18Q: 3 clusters Score -621651.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -621694.500000 Penalty: 4390.140625
	Iteration 19Q: 3 clusters Score -621694.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -621728.875000 Penalty: 4390.140625
	Iteration 20F: 3 clusters Score -621728.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -621753.625000 Penalty: 4390.140625
	Iteration 21Q: 3 clusters Score -621753.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -621779.312500 Penalty: 4390.140625
	Iteration 22Q: 3 clusters Score -621779.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -621793.500000 Penalty: 4390.140625
	Iteration 23Q: 3 clusters Score -621793.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -621803.312500 Penalty: 4390.140625
	Iteration 24Q: 3 clusters Score -621803.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -621812.312500 Penalty: 4390.140625
	Iteration 25Q: 3 clusters Score -621812.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -621817.687500 Penalty: 4390.140625
	Iteration 26Q: 3 clusters Score -621817.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -621822.875000 Penalty: 4390.140625
	Iteration 27Q: 3 clusters Score -621822.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -621829.250000 Penalty: 4390.140625
	Iteration 28Q: 3 clusters Score -621829.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -621833.062500 Penalty: 4390.140625
	Iteration 29Q: 3 clusters Score -621833.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -621837.312500 Penalty: 4390.140625
	Iteration 30Q: 3 clusters Score -621837.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -621840.000000 Penalty: 4390.140625
	Iteration 31Q: 3 clusters Score -621840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -621840.375000 Penalty: 4390.140625
	Iteration 32Q: 3 clusters Score -621840.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -621843.437500 Penalty: 4390.140625
	Iteration 33Q: 3 clusters Score -621843.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -621846.500000 Penalty: 4390.140625
	Iteration 34Q: 3 clusters Score -621846.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -621849.000000 Penalty: 4390.140625
	Iteration 35Q: 3 clusters Score -621849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -621852.000000 Penalty: 4390.140625
	Iteration 36Q: 3 clusters Score -621852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -621852.312500 Penalty: 4390.140625
	Iteration 37Q: 3 clusters Score -621852.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -621854.812500 Penalty: 4390.140625
	Iteration 38Q: 3 clusters Score -621854.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -621855.000000 Penalty: 4390.140625
	Iteration 39Q: 3 clusters Score -621855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -621855.437500 Penalty: 4390.140625
	Iteration 40F: 3 clusters Score -621855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -621855.687500 Penalty: 4390.140625
	Iteration 41Q: 3 clusters Score -621855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -621856.625000 Penalty: 4390.140625
	Iteration 42Q: 3 clusters Score -621856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -621857.812500 Penalty: 4390.140625
	Iteration 43Q: 3 clusters Score -621857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -621856.375000 Penalty: 4390.140625
	Iteration 44Q: 3 clusters Score -621856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -621859.000000 Penalty: 4390.140625
	Iteration 45Q: 3 clusters Score -621859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -621857.875000 Penalty: 4390.140625
	Iteration 46Q: 3 clusters Score -621857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -621858.000000 Penalty: 4390.140625
	Iteration 47Q: 3 clusters Score -621858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -621858.625000 Penalty: 4390.140625
	Iteration 48Q: 3 clusters Score -621858.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -621858.625000 Penalty: 4390.140625
	Iteration 49F: 3 clusters Score -621858.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Entering Unmasked Estep 
Score: -583584.062500 Penalty: 2158.140137
	Iteration 0F: 2 clusters Score -583584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -578398.500000 Penalty: 4316.280273
	Iteration 0F: 3 clusters Score -578398.5 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -579874.312500 Penalty: 4316.280273
	Iteration 1F: 3 clusters Score -579874.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -580237.000000 Penalty: 4316.280273
	Iteration 2F: 3 clusters Score -580237 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -580504.250000 Penalty: 4316.280273
	Iteration 3F: 3 clusters Score -580504.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -580716.312500 Penalty: 4316.280273
	Iteration 4F: 3 clusters Score -580716.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -580874.562500 Penalty: 4316.280273
	Iteration 5Q: 3 clusters Score -580874.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -580979.812500 Penalty: 4316.280273
	Iteration 6Q: 3 clusters Score -580979.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -581070.312500 Penalty: 4316.280273
	Iteration 7Q: 3 clusters Score -581070.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -581146.687500 Penalty: 4316.280273
	Iteration 8Q: 3 clusters Score -581146.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -581229.812500 Penalty: 4316.280273
	Iteration 9Q: 3 clusters Score -581229.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -581317.562500 Penalty: 4316.280273
	Iteration 10Q: 3 clusters Score -581317.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -581386.750000 Penalty: 4316.280273
	Iteration 11Q: 3 clusters Score -581386.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -581441.562500 Penalty: 4316.280273
	Iteration 12Q: 3 clusters Score -581441.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -581478.250000 Penalty: 4316.280273
	Iteration 13Q: 3 clusters Score -581478.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -581509.937500 Penalty: 4316.280273
	Iteration 14Q: 3 clusters Score -581509.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -581540.687500 Penalty: 4316.280273
	Iteration 15Q: 3 clusters Score -581540.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -581574.250000 Penalty: 4316.280273
	Iteration 16Q: 3 clusters Score -581574.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -581608.125000 Penalty: 4316.280273
	Iteration 17Q: 3 clusters Score -581608.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -581638.687500 Penalty: 4316.280273
	Iteration 18Q: 3 clusters Score -581638.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -581671.500000 Penalty: 4316.280273
	Iteration 19Q: 3 clusters Score -581671.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -581706.375000 Penalty: 4316.280273
	Iteration 20F: 3 clusters Score -581706.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -581738.375000 Penalty: 4316.280273
	Iteration 21Q: 3 clusters Score -581738.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -581775.562500 Penalty: 4316.280273
	Iteration 22Q: 3 clusters Score -581775.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -581816.312500 Penalty: 4316.280273
	Iteration 23Q: 3 clusters Score -581816.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -581854.000000 Penalty: 4316.280273
	Iteration 24Q: 3 clusters Score -581854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -581883.750000 Penalty: 4316.280273
	Iteration 25Q: 3 clusters Score -581883.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -581916.187500 Penalty: 4316.280273
	Iteration 26Q: 3 clusters Score -581916.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -581949.500000 Penalty: 4316.280273
	Iteration 27Q: 3 clusters Score -581949.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -581967.562500 Penalty: 4316.280273
	Iteration 28Q: 3 clusters Score -581967.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -581983.312500 Penalty: 4316.280273
	Iteration 29Q: 3 clusters Score -581983.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -581994.187500 Penalty: 4316.280273
	Iteration 30Q: 3 clusters Score -581994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -581997.500000 Penalty: 4316.280273
	Iteration 31Q: 3 clusters Score -581997.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -582002.687500 Penalty: 4316.280273
	Iteration 32Q: 3 clusters Score -582002.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -582005.812500 Penalty: 4316.280273
	Iteration 33Q: 3 clusters Score -582005.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -582008.937500 Penalty: 4316.280273
	Iteration 34Q: 3 clusters Score -582008.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -582012.562500 Penalty: 4316.280273
	Iteration 35Q: 3 clusters Score -582012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -582015.000000 Penalty: 4316.280273
	Iteration 36Q: 3 clusters Score -582015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -582017.000000 Penalty: 4316.280273
	Iteration 37Q: 3 clusters Score -582017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -582018.687500 Penalty: 4316.280273
	Iteration 38Q: 3 clusters Score -582018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -582019.250000 Penalty: 4316.280273
	Iteration 39Q: 3 clusters Score -582019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -582019.687500 Penalty: 4316.280273
	Iteration 40F: 3 clusters Score -582019.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Entering Unmasked Estep 
Score: -514940.812500 Penalty: 2104.095703
	Iteration 0F: 2 clusters Score -514940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -510678.718750 Penalty: 4208.191406
	Iteration 0F: 3 clusters Score -510678.7 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -512473.531250 Penalty: 4208.191406
	Iteration 1F: 3 clusters Score -512473.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -514665.812500 Penalty: 4208.191406
	Iteration 2F: 3 clusters Score -514665.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -517339.468750 Penalty: 4208.191406
	Iteration 3F: 3 clusters Score -517339.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -518015.250000 Penalty: 4208.191406
	Iteration 4F: 3 clusters Score -518015.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -518094.625000 Penalty: 4208.191406
	Iteration 5Q: 3 clusters Score -518094.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -518109.906250 Penalty: 4208.191406
	Iteration 6Q: 3 clusters Score -518109.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -518114.312500 Penalty: 4208.191406
	Iteration 7Q: 3 clusters Score -518114.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -518116.031250 Penalty: 4208.191406
	Iteration 8Q: 3 clusters Score -518116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -518116.031250 Penalty: 4208.191406
	Iteration 9Q: 3 clusters Score -518116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -518116.031250 Penalty: 4208.191406
	Iteration 10F: 3 clusters Score -518116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 33855 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 32947 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 47488 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 23326 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 12359 members 
Entering Unmasked Estep 
Score: -35656576.000000 Penalty: 69181.398438
Splitting cluster 3 changes total score from -35654308.000000 to -35656576.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 4 (15166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Entering Unmasked Estep 
Score: -1830294.875000 Penalty: 2387.449219
	Iteration 0F: 2 clusters Score -1830295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1819397.000000 Penalty: 4774.898438
	Iteration 0F: 3 clusters Score -1819397 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1823138.750000 Penalty: 4774.898438
	Iteration 1F: 3 clusters Score -1823139 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1823854.500000 Penalty: 4774.898438
	Iteration 2F: 3 clusters Score -1823854 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1824698.875000 Penalty: 4774.898438
	Iteration 3F: 3 clusters Score -1824699 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1825630.500000 Penalty: 4774.898438
	Iteration 4F: 3 clusters Score -1825630 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1826564.500000 Penalty: 4774.898438
	Iteration 5F: 3 clusters Score -1826564 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1827358.875000 Penalty: 4774.898438
	Iteration 6F: 3 clusters Score -1827359 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1828023.750000 Penalty: 4774.898438
	Iteration 7F: 3 clusters Score -1828024 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1828542.250000 Penalty: 4774.898438
	Iteration 8Q: 3 clusters Score -1828542 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1828972.750000 Penalty: 4774.898438
	Iteration 9Q: 3 clusters Score -1828973 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1829241.625000 Penalty: 4774.898438
	Iteration 10Q: 3 clusters Score -1829242 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1829427.500000 Penalty: 4774.898438
	Iteration 11Q: 3 clusters Score -1829428 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1829546.125000 Penalty: 4774.898438
	Iteration 12Q: 3 clusters Score -1829546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1829611.625000 Penalty: 4774.898438
	Iteration 13Q: 3 clusters Score -1829612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1829634.500000 Penalty: 4774.898438
	Iteration 14Q: 3 clusters Score -1829634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1829654.375000 Penalty: 4774.898438
	Iteration 15Q: 3 clusters Score -1829654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1829668.875000 Penalty: 4774.898438
	Iteration 16Q: 3 clusters Score -1829669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1829675.375000 Penalty: 4774.898438
	Iteration 17Q: 3 clusters Score -1829675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1829686.625000 Penalty: 4774.898438
	Iteration 18Q: 3 clusters Score -1829687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1829688.625000 Penalty: 4774.898438
	Iteration 19Q: 3 clusters Score -1829689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1829691.000000 Penalty: 4774.898438
	Iteration 20F: 3 clusters Score -1829691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1829696.625000 Penalty: 4774.898438
	Iteration 21Q: 3 clusters Score -1829697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1829697.500000 Penalty: 4774.898438
	Iteration 22Q: 3 clusters Score -1829698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1829702.125000 Penalty: 4774.898438
	Iteration 23Q: 3 clusters Score -1829702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1829702.250000 Penalty: 4774.898438
	Iteration 24Q: 3 clusters Score -1829702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1829701.125000 Penalty: 4774.898438
	Iteration 25Q: 3 clusters Score -1829701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1829700.750000 Penalty: 4774.898438
	Iteration 26Q: 3 clusters Score -1829701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1829701.375000 Penalty: 4774.898438
	Iteration 27Q: 3 clusters Score -1829701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1829701.375000 Penalty: 4774.898438
	Iteration 28F: 3 clusters Score -1829701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Entering Unmasked Estep 
Score: -4168979.250000 Penalty: 2613.509277
	Iteration 0F: 2 clusters Score -4168979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4143536.000000 Penalty: 5227.018555
	Iteration 0F: 3 clusters Score -4143536 nChanged 17163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4153101.250000 Penalty: 5227.018555
	Iteration 1F: 3 clusters Score -4153101 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4153800.250000 Penalty: 5227.018555
	Iteration 2Q: 3 clusters Score -4153800 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -4154665.000000 Penalty: 5227.018555
	Iteration 3Q: 3 clusters Score -4154665 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4155727.250000 Penalty: 5227.018555
	Iteration 4F: 3 clusters Score -4155727 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4156948.000000 Penalty: 5227.018555
	Iteration 5F: 3 clusters Score -4156948 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4158202.750000 Penalty: 5227.018555
	Iteration 6F: 3 clusters Score -4158203 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4159427.500000 Penalty: 5227.018555
	Iteration 7F: 3 clusters Score -4159428 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4160511.500000 Penalty: 5227.018555
	Iteration 8F: 3 clusters Score -4160512 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4161530.000000 Penalty: 5227.018555
	Iteration 9Q: 3 clusters Score -4161530 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -4162389.750000 Penalty: 5227.018555
	Iteration 10Q: 3 clusters Score -4162390 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -4162917.500000 Penalty: 5227.018555
	Iteration 11Q: 3 clusters Score -4162918 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -4163302.000000 Penalty: 5227.018555
	Iteration 12Q: 3 clusters Score -4163302 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4163582.500000 Penalty: 5227.018555
	Iteration 13Q: 3 clusters Score -4163582 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4163751.000000 Penalty: 5227.018555
	Iteration 14Q: 3 clusters Score -4163751 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4163919.750000 Penalty: 5227.018555
	Iteration 15Q: 3 clusters Score -4163920 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4164059.250000 Penalty: 5227.018555
	Iteration 16Q: 3 clusters Score -4164059 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4164227.250000 Penalty: 5227.018555
	Iteration 17Q: 3 clusters Score -4164227 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4164356.500000 Penalty: 5227.018555
	Iteration 18Q: 3 clusters Score -4164356 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -4164508.250000 Penalty: 5227.018555
	Iteration 19Q: 3 clusters Score -4164508 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -4164632.750000 Penalty: 5227.018555
	Iteration 20F: 3 clusters Score -4164633 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -4164756.000000 Penalty: 5227.018555
	Iteration 21Q: 3 clusters Score -4164756 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -4164856.500000 Penalty: 5227.018555
	Iteration 22Q: 3 clusters Score -4164856 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4164959.750000 Penalty: 5227.018555
	Iteration 23Q: 3 clusters Score -4164960 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -4165085.500000 Penalty: 5227.018555
	Iteration 24Q: 3 clusters Score -4165086 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4165182.000000 Penalty: 5227.018555
	Iteration 25Q: 3 clusters Score -4165182 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4165305.500000 Penalty: 5227.018555
	Iteration 26Q: 3 clusters Score -4165306 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -4165431.750000 Penalty: 5227.018555
	Iteration 27Q: 3 clusters Score -4165432 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4165541.250000 Penalty: 5227.018555
	Iteration 28Q: 3 clusters Score -4165541 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4165660.750000 Penalty: 5227.018555
	Iteration 29Q: 3 clusters Score -4165661 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -4165766.000000 Penalty: 5227.018555
	Iteration 30Q: 3 clusters Score -4165766 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4165873.500000 Penalty: 5227.018555
	Iteration 31Q: 3 clusters Score -4165874 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4165966.500000 Penalty: 5227.018555
	Iteration 32Q: 3 clusters Score -4165966 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4166057.000000 Penalty: 5227.018555
	Iteration 33Q: 3 clusters Score -4166057 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -4166130.000000 Penalty: 5227.018555
	Iteration 34Q: 3 clusters Score -4166130 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -4166209.250000 Penalty: 5227.018555
	Iteration 35Q: 3 clusters Score -4166209 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4166299.250000 Penalty: 5227.018555
	Iteration 36Q: 3 clusters Score -4166299 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4166372.000000 Penalty: 5227.018555
	Iteration 37Q: 3 clusters Score -4166372 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4166432.000000 Penalty: 5227.018555
	Iteration 38Q: 3 clusters Score -4166432 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -4166495.750000 Penalty: 5227.018555
	Iteration 39Q: 3 clusters Score -4166496 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4166555.750000 Penalty: 5227.018555
	Iteration 40F: 3 clusters Score -4166556 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -4166621.750000 Penalty: 5227.018555
	Iteration 41Q: 3 clusters Score -4166622 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4166666.000000 Penalty: 5227.018555
	Iteration 42Q: 3 clusters Score -4166666 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4166725.000000 Penalty: 5227.018555
	Iteration 43Q: 3 clusters Score -4166725 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4166761.500000 Penalty: 5227.018555
	Iteration 44Q: 3 clusters Score -4166762 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4166818.500000 Penalty: 5227.018555
	Iteration 45Q: 3 clusters Score -4166818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4166870.250000 Penalty: 5227.018555
	Iteration 46Q: 3 clusters Score -4166870 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4166916.500000 Penalty: 5227.018555
	Iteration 47Q: 3 clusters Score -4166916 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4166940.000000 Penalty: 5227.018555
	Iteration 48Q: 3 clusters Score -4166940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4166956.750000 Penalty: 5227.018555
	Iteration 49Q: 3 clusters Score -4166957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4166971.250000 Penalty: 5227.018555
	Iteration 50Q: 3 clusters Score -4166971 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4167001.000000 Penalty: 5227.018555
	Iteration 51Q: 3 clusters Score -4167001 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4167020.750000 Penalty: 5227.018555
	Iteration 52Q: 3 clusters Score -4167021 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4167032.000000 Penalty: 5227.018555
	Iteration 53Q: 3 clusters Score -4167032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4167051.000000 Penalty: 5227.018555
	Iteration 54Q: 3 clusters Score -4167051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4167070.500000 Penalty: 5227.018555
	Iteration 55Q: 3 clusters Score -4167070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4167086.000000 Penalty: 5227.018555
	Iteration 56Q: 3 clusters Score -4167086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4167092.250000 Penalty: 5227.018555
	Iteration 57Q: 3 clusters Score -4167092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4167093.250000 Penalty: 5227.018555
	Iteration 58Q: 3 clusters Score -4167093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4167099.000000 Penalty: 5227.018555
	Iteration 59Q: 3 clusters Score -4167099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4167107.750000 Penalty: 5227.018555
	Iteration 60F: 3 clusters Score -4167108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4167108.500000 Penalty: 5227.018555
	Iteration 61Q: 3 clusters Score -4167108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4167114.250000 Penalty: 5227.018555
	Iteration 62Q: 3 clusters Score -4167114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4167124.000000 Penalty: 5227.018555
	Iteration 63Q: 3 clusters Score -4167124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4167123.500000 Penalty: 5227.018555
	Iteration 64Q: 3 clusters Score -4167124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4167130.250000 Penalty: 5227.018555
	Iteration 65Q: 3 clusters Score -4167130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4167129.500000 Penalty: 5227.018555
	Iteration 66Q: 3 clusters Score -4167130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4167129.250000 Penalty: 5227.018555
	Iteration 67Q: 3 clusters Score -4167129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4167132.000000 Penalty: 5227.018555
	Iteration 68Q: 3 clusters Score -4167132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4167129.000000 Penalty: 5227.018555
	Iteration 69Q: 3 clusters Score -4167129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4167131.250000 Penalty: 5227.018555
	Iteration 70Q: 3 clusters Score -4167131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4167137.000000 Penalty: 5227.018555
	Iteration 71Q: 3 clusters Score -4167137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4167135.750000 Penalty: 5227.018555
	Iteration 72Q: 3 clusters Score -4167136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4167137.750000 Penalty: 5227.018555
	Iteration 73Q: 3 clusters Score -4167138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4167138.250000 Penalty: 5227.018555
	Iteration 74Q: 3 clusters Score -4167138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4167132.500000 Penalty: 5227.018555
	Iteration 75Q: 3 clusters Score -4167132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4167139.000000 Penalty: 5227.018555
	Iteration 76Q: 3 clusters Score -4167139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4167138.250000 Penalty: 5227.018555
	Iteration 77Q: 3 clusters Score -4167138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4167135.500000 Penalty: 5227.018555
	Iteration 78Q: 3 clusters Score -4167136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4167135.500000 Penalty: 5227.018555
	Iteration 79F: 3 clusters Score -4167136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Entering Unmasked Estep 
Score: -1143356.750000 Penalty: 2288.905273
	Iteration 0F: 2 clusters Score -1143357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1135552.375000 Penalty: 4577.810547
	Iteration 0F: 3 clusters Score -1135552 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1137975.250000 Penalty: 4577.810547
	Iteration 1F: 3 clusters Score -1137975 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1138471.500000 Penalty: 4577.810547
	Iteration 2F: 3 clusters Score -1138472 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1138930.250000 Penalty: 4577.810547
	Iteration 3F: 3 clusters Score -1138930 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1139409.375000 Penalty: 4577.810547
	Iteration 4F: 3 clusters Score -1139409 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1139963.375000 Penalty: 4577.810547
	Iteration 5F: 3 clusters Score -1139963 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1140646.625000 Penalty: 4577.810547
	Iteration 6F: 3 clusters Score -1140647 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1141228.375000 Penalty: 4577.810547
	Iteration 7F: 3 clusters Score -1141228 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1141606.875000 Penalty: 4577.810547
	Iteration 8Q: 3 clusters Score -1141607 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1141900.625000 Penalty: 4577.810547
	Iteration 9Q: 3 clusters Score -1141901 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1142161.500000 Penalty: 4577.810547
	Iteration 10Q: 3 clusters Score -1142162 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1142409.250000 Penalty: 4577.810547
	Iteration 11Q: 3 clusters Score -1142409 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1142640.500000 Penalty: 4577.810547
	Iteration 12Q: 3 clusters Score -1142640 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1142920.750000 Penalty: 4577.810547
	Iteration 13Q: 3 clusters Score -1142921 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1143215.000000 Penalty: 4577.810547
	Iteration 14Q: 3 clusters Score -1143215 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1143553.625000 Penalty: 4577.810547
	Iteration 15Q: 3 clusters Score -1143554 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1143908.250000 Penalty: 4577.810547
	Iteration 16Q: 3 clusters Score -1143908 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1144236.625000 Penalty: 4577.810547
	Iteration 17Q: 3 clusters Score -1144237 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1144474.125000 Penalty: 4577.810547
	Iteration 18Q: 3 clusters Score -1144474 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1144595.750000 Penalty: 4577.810547
	Iteration 19Q: 3 clusters Score -1144596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1144664.625000 Penalty: 4577.810547
	Iteration 20F: 3 clusters Score -1144665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1144699.500000 Penalty: 4577.810547
	Iteration 21Q: 3 clusters Score -1144700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1144730.625000 Penalty: 4577.810547
	Iteration 22Q: 3 clusters Score -1144731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1144746.750000 Penalty: 4577.810547
	Iteration 23Q: 3 clusters Score -1144747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1144761.000000 Penalty: 4577.810547
	Iteration 24Q: 3 clusters Score -1144761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1144769.250000 Penalty: 4577.810547
	Iteration 25Q: 3 clusters Score -1144769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1144776.000000 Penalty: 4577.810547
	Iteration 26Q: 3 clusters Score -1144776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1144782.500000 Penalty: 4577.810547
	Iteration 27Q: 3 clusters Score -1144782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1144784.000000 Penalty: 4577.810547
	Iteration 28Q: 3 clusters Score -1144784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1144787.375000 Penalty: 4577.810547
	Iteration 29Q: 3 clusters Score -1144787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1144788.000000 Penalty: 4577.810547
	Iteration 30Q: 3 clusters Score -1144788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1144786.000000 Penalty: 4577.810547
	Iteration 31Q: 3 clusters Score -1144786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1144786.750000 Penalty: 4577.810547
	Iteration 32Q: 3 clusters Score -1144787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1144787.250000 Penalty: 4577.810547
	Iteration 33Q: 3 clusters Score -1144787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1144786.875000 Penalty: 4577.810547
	Iteration 34Q: 3 clusters Score -1144787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1144788.500000 Penalty: 4577.810547
	Iteration 35Q: 3 clusters Score -1144788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1144794.000000 Penalty: 4577.810547
	Iteration 36Q: 3 clusters Score -1144794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1144792.250000 Penalty: 4577.810547
	Iteration 37Q: 3 clusters Score -1144792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1144794.875000 Penalty: 4577.810547
	Iteration 38Q: 3 clusters Score -1144795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1144794.625000 Penalty: 4577.810547
	Iteration 39Q: 3 clusters Score -1144795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1144793.875000 Penalty: 4577.810547
	Iteration 40F: 3 clusters Score -1144794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1144794.125000 Penalty: 4577.810547
	Iteration 41Q: 3 clusters Score -1144794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1144796.000000 Penalty: 4577.810547
	Iteration 42Q: 3 clusters Score -1144796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1144797.250000 Penalty: 4577.810547
	Iteration 43Q: 3 clusters Score -1144797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1144798.625000 Penalty: 4577.810547
	Iteration 44Q: 3 clusters Score -1144799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1144799.750000 Penalty: 4577.810547
	Iteration 45Q: 3 clusters Score -1144800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1144803.000000 Penalty: 4577.810547
	Iteration 46Q: 3 clusters Score -1144803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1144803.500000 Penalty: 4577.810547
	Iteration 47Q: 3 clusters Score -1144804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1144803.500000 Penalty: 4577.810547
	Iteration 48Q: 3 clusters Score -1144804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1144804.500000 Penalty: 4577.810547
	Iteration 49Q: 3 clusters Score -1144804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1144805.125000 Penalty: 4577.810547
	Iteration 50Q: 3 clusters Score -1144805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1144805.125000 Penalty: 4577.810547
	Iteration 51F: 3 clusters Score -1144805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 33855 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 32947 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 47488 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 23326 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 12359 members 
Entering Unmasked Estep 
Score: -35657128.000000 Penalty: 72326.007812
Splitting cluster 6 changes total score from -35654308.000000 to -35657128.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (7744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Entering Unmasked Estep 
Score: -928364.875000 Penalty: 2220.759033
	Iteration 0F: 2 clusters Score -928364.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -922172.187500 Penalty: 4441.518066
	Iteration 0F: 3 clusters Score -922172.2 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -923865.812500 Penalty: 4441.518066
	Iteration 1F: 3 clusters Score -923865.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -924240.875000 Penalty: 4441.518066
	Iteration 2F: 3 clusters Score -924240.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -924596.562500 Penalty: 4441.518066
	Iteration 3F: 3 clusters Score -924596.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -924978.375000 Penalty: 4441.518066
	Iteration 4F: 3 clusters Score -924978.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -925397.687500 Penalty: 4441.518066
	Iteration 5F: 3 clusters Score -925397.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -925798.875000 Penalty: 4441.518066
	Iteration 6F: 3 clusters Score -925798.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -926182.437500 Penalty: 4441.518066
	Iteration 7F: 3 clusters Score -926182.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -926531.625000 Penalty: 4441.518066
	Iteration 8Q: 3 clusters Score -926531.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -926816.250000 Penalty: 4441.518066
	Iteration 9Q: 3 clusters Score -926816.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -926997.562500 Penalty: 4441.518066
	Iteration 10Q: 3 clusters Score -926997.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -927095.562500 Penalty: 4441.518066
	Iteration 11Q: 3 clusters Score -927095.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -927148.500000 Penalty: 4441.518066
	Iteration 12Q: 3 clusters Score -927148.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -927185.562500 Penalty: 4441.518066
	Iteration 13Q: 3 clusters Score -927185.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -927211.250000 Penalty: 4441.518066
	Iteration 14Q: 3 clusters Score -927211.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -927233.500000 Penalty: 4441.518066
	Iteration 15Q: 3 clusters Score -927233.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -927246.625000 Penalty: 4441.518066
	Iteration 16Q: 3 clusters Score -927246.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -927257.375000 Penalty: 4441.518066
	Iteration 17Q: 3 clusters Score -927257.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -927271.437500 Penalty: 4441.518066
	Iteration 18Q: 3 clusters Score -927271.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -927282.000000 Penalty: 4441.518066
	Iteration 19Q: 3 clusters Score -927282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -927290.312500 Penalty: 4441.518066
	Iteration 20F: 3 clusters Score -927290.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -927297.562500 Penalty: 4441.518066
	Iteration 21Q: 3 clusters Score -927297.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -927299.812500 Penalty: 4441.518066
	Iteration 22Q: 3 clusters Score -927299.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -927302.937500 Penalty: 4441.518066
	Iteration 23Q: 3 clusters Score -927302.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -927311.875000 Penalty: 4441.518066
	Iteration 24Q: 3 clusters Score -927311.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -927310.812500 Penalty: 4441.518066
	Iteration 25Q: 3 clusters Score -927310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -927312.437500 Penalty: 4441.518066
	Iteration 26Q: 3 clusters Score -927312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -927316.000000 Penalty: 4441.518066
	Iteration 27Q: 3 clusters Score -927316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -927317.375000 Penalty: 4441.518066
	Iteration 28Q: 3 clusters Score -927317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -927316.562500 Penalty: 4441.518066
	Iteration 29Q: 3 clusters Score -927316.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -927317.750000 Penalty: 4441.518066
	Iteration 30Q: 3 clusters Score -927317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -927321.125000 Penalty: 4441.518066
	Iteration 31Q: 3 clusters Score -927321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -927322.250000 Penalty: 4441.518066
	Iteration 32Q: 3 clusters Score -927322.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -927321.375000 Penalty: 4441.518066
	Iteration 33Q: 3 clusters Score -927321.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -927323.000000 Penalty: 4441.518066
	Iteration 34Q: 3 clusters Score -927323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -927323.562500 Penalty: 4441.518066
	Iteration 35Q: 3 clusters Score -927323.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -927325.187500 Penalty: 4441.518066
	Iteration 36Q: 3 clusters Score -927325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -927326.187500 Penalty: 4441.518066
	Iteration 37Q: 3 clusters Score -927326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -927328.187500 Penalty: 4441.518066
	Iteration 38Q: 3 clusters Score -927328.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -927329.500000 Penalty: 4441.518066
	Iteration 39Q: 3 clusters Score -927329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -927329.062500 Penalty: 4441.518066
	Iteration 40F: 3 clusters Score -927329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -927329.187500 Penalty: 4441.518066
	Iteration 41Q: 3 clusters Score -927329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -927329.562500 Penalty: 4441.518066
	Iteration 42Q: 3 clusters Score -927329.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -927329.562500 Penalty: 4441.518066
	Iteration 43F: 3 clusters Score -927329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -646674.687500 Penalty: 2172.203125
	Iteration 0F: 2 clusters Score -646674.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -641299.125000 Penalty: 4344.406250
	Iteration 0F: 3 clusters Score -641299.1 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -642675.437500 Penalty: 4344.406250
	Iteration 1F: 3 clusters Score -642675.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -642962.000000 Penalty: 4344.406250
	Iteration 2F: 3 clusters Score -642962 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -643135.625000 Penalty: 4344.406250
	Iteration 3F: 3 clusters Score -643135.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -643274.000000 Penalty: 4344.406250
	Iteration 4Q: 3 clusters Score -643274 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -643404.250000 Penalty: 4344.406250
	Iteration 5Q: 3 clusters Score -643404.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -643510.687500 Penalty: 4344.406250
	Iteration 6Q: 3 clusters Score -643510.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -643613.625000 Penalty: 4344.406250
	Iteration 7Q: 3 clusters Score -643613.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -643726.312500 Penalty: 4344.406250
	Iteration 8Q: 3 clusters Score -643726.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -643821.312500 Penalty: 4344.406250
	Iteration 9Q: 3 clusters Score -643821.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -643913.562500 Penalty: 4344.406250
	Iteration 10Q: 3 clusters Score -643913.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -643999.250000 Penalty: 4344.406250
	Iteration 11Q: 3 clusters Score -643999.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -644097.125000 Penalty: 4344.406250
	Iteration 12Q: 3 clusters Score -644097.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -644195.562500 Penalty: 4344.406250
	Iteration 13Q: 3 clusters Score -644195.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -644283.562500 Penalty: 4344.406250
	Iteration 14Q: 3 clusters Score -644283.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -644347.500000 Penalty: 4344.406250
	Iteration 15Q: 3 clusters Score -644347.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -644409.562500 Penalty: 4344.406250
	Iteration 16Q: 3 clusters Score -644409.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -644459.937500 Penalty: 4344.406250
	Iteration 17Q: 3 clusters Score -644459.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -644497.437500 Penalty: 4344.406250
	Iteration 18Q: 3 clusters Score -644497.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -644527.250000 Penalty: 4344.406250
	Iteration 19Q: 3 clusters Score -644527.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -644551.250000 Penalty: 4344.406250
	Iteration 20F: 3 clusters Score -644551.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -644575.875000 Penalty: 4344.406250
	Iteration 21Q: 3 clusters Score -644575.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -644600.812500 Penalty: 4344.406250
	Iteration 22Q: 3 clusters Score -644600.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -644619.750000 Penalty: 4344.406250
	Iteration 23Q: 3 clusters Score -644619.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -644632.625000 Penalty: 4344.406250
	Iteration 24Q: 3 clusters Score -644632.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -644643.125000 Penalty: 4344.406250
	Iteration 25Q: 3 clusters Score -644643.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -644653.000000 Penalty: 4344.406250
	Iteration 26Q: 3 clusters Score -644653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -644661.937500 Penalty: 4344.406250
	Iteration 27Q: 3 clusters Score -644661.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -644667.437500 Penalty: 4344.406250
	Iteration 28Q: 3 clusters Score -644667.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -644674.250000 Penalty: 4344.406250
	Iteration 29Q: 3 clusters Score -644674.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -644681.375000 Penalty: 4344.406250
	Iteration 30Q: 3 clusters Score -644681.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -644686.000000 Penalty: 4344.406250
	Iteration 31Q: 3 clusters Score -644686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -644698.500000 Penalty: 4344.406250
	Iteration 32Q: 3 clusters Score -644698.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -644701.562500 Penalty: 4344.406250
	Iteration 33Q: 3 clusters Score -644701.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -644703.937500 Penalty: 4344.406250
	Iteration 34Q: 3 clusters Score -644703.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -644710.875000 Penalty: 4344.406250
	Iteration 35Q: 3 clusters Score -644710.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -644718.562500 Penalty: 4344.406250
	Iteration 36Q: 3 clusters Score -644718.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -644727.750000 Penalty: 4344.406250
	Iteration 37Q: 3 clusters Score -644727.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -644730.500000 Penalty: 4344.406250
	Iteration 38Q: 3 clusters Score -644730.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -644733.750000 Penalty: 4344.406250
	Iteration 39Q: 3 clusters Score -644733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -644742.625000 Penalty: 4344.406250
	Iteration 40F: 3 clusters Score -644742.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -644748.250000 Penalty: 4344.406250
	Iteration 41Q: 3 clusters Score -644748.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -644753.750000 Penalty: 4344.406250
	Iteration 42Q: 3 clusters Score -644753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -644762.000000 Penalty: 4344.406250
	Iteration 43Q: 3 clusters Score -644762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -644765.437500 Penalty: 4344.406250
	Iteration 44Q: 3 clusters Score -644765.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -644769.250000 Penalty: 4344.406250
	Iteration 45Q: 3 clusters Score -644769.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -644776.250000 Penalty: 4344.406250
	Iteration 46Q: 3 clusters Score -644776.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -644781.687500 Penalty: 4344.406250
	Iteration 47Q: 3 clusters Score -644781.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -644784.750000 Penalty: 4344.406250
	Iteration 48Q: 3 clusters Score -644784.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -644787.375000 Penalty: 4344.406250
	Iteration 49Q: 3 clusters Score -644787.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -644788.562500 Penalty: 4344.406250
	Iteration 50Q: 3 clusters Score -644788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -644789.750000 Penalty: 4344.406250
	Iteration 51Q: 3 clusters Score -644789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -644790.875000 Penalty: 4344.406250
	Iteration 52Q: 3 clusters Score -644790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -644792.562500 Penalty: 4344.406250
	Iteration 53Q: 3 clusters Score -644792.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -644797.250000 Penalty: 4344.406250
	Iteration 54Q: 3 clusters Score -644797.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -644797.437500 Penalty: 4344.406250
	Iteration 55Q: 3 clusters Score -644797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -644799.375000 Penalty: 4344.406250
	Iteration 56Q: 3 clusters Score -644799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -644799.625000 Penalty: 4344.406250
	Iteration 57Q: 3 clusters Score -644799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -644802.500000 Penalty: 4344.406250
	Iteration 58Q: 3 clusters Score -644802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -644803.875000 Penalty: 4344.406250
	Iteration 59Q: 3 clusters Score -644803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -644804.875000 Penalty: 4344.406250
	Iteration 60F: 3 clusters Score -644804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -644808.187500 Penalty: 4344.406250
	Iteration 61Q: 3 clusters Score -644808.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -644812.625000 Penalty: 4344.406250
	Iteration 62Q: 3 clusters Score -644812.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -644815.437500 Penalty: 4344.406250
	Iteration 63Q: 3 clusters Score -644815.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -644818.562500 Penalty: 4344.406250
	Iteration 64Q: 3 clusters Score -644818.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -644822.250000 Penalty: 4344.406250
	Iteration 65Q: 3 clusters Score -644822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -644822.687500 Penalty: 4344.406250
	Iteration 66Q: 3 clusters Score -644822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -644824.500000 Penalty: 4344.406250
	Iteration 67Q: 3 clusters Score -644824.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -644828.062500 Penalty: 4344.406250
	Iteration 68Q: 3 clusters Score -644828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -644828.625000 Penalty: 4344.406250
	Iteration 69Q: 3 clusters Score -644828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -644828.625000 Penalty: 4344.406250
	Iteration 70Q: 3 clusters Score -644828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -644829.500000 Penalty: 4344.406250
	Iteration 71Q: 3 clusters Score -644829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -644830.625000 Penalty: 4344.406250
	Iteration 72Q: 3 clusters Score -644830.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -644831.875000 Penalty: 4344.406250
	Iteration 73Q: 3 clusters Score -644831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -644833.500000 Penalty: 4344.406250
	Iteration 74Q: 3 clusters Score -644833.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -644833.500000 Penalty: 4344.406250
	Iteration 75Q: 3 clusters Score -644833.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -644834.375000 Penalty: 4344.406250
	Iteration 76Q: 3 clusters Score -644834.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -644834.375000 Penalty: 4344.406250
	Iteration 77F: 3 clusters Score -644834.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Entering Unmasked Estep 
Score: -4042721.250000 Penalty: 2586.600830
	Iteration 0F: 2 clusters Score -4042721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4019838.000000 Penalty: 5173.201660
	Iteration 0F: 3 clusters Score -4019838 nChanged 15262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4029066.000000 Penalty: 5173.201660
	Iteration 1F: 3 clusters Score -4029066 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4030317.500000 Penalty: 5173.201660
	Iteration 2F: 3 clusters Score -4030318 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4031830.000000 Penalty: 5173.201660
	Iteration 3F: 3 clusters Score -4031830 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4033517.750000 Penalty: 5173.201660
	Iteration 4F: 3 clusters Score -4033518 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4035191.500000 Penalty: 5173.201660
	Iteration 5F: 3 clusters Score -4035192 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -4036679.000000 Penalty: 5173.201660
	Iteration 6F: 3 clusters Score -4036679 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4037828.250000 Penalty: 5173.201660
	Iteration 7Q: 3 clusters Score -4037828 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -4038879.750000 Penalty: 5173.201660
	Iteration 8Q: 3 clusters Score -4038880 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -4039927.500000 Penalty: 5173.201660
	Iteration 9Q: 3 clusters Score -4039928 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -4041241.000000 Penalty: 5173.201660
	Iteration 10Q: 3 clusters Score -4041241 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4042767.500000 Penalty: 5173.201660
	Iteration 11Q: 3 clusters Score -4042768 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4044573.750000 Penalty: 5173.201660
	Iteration 12Q: 3 clusters Score -4044574 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4046169.500000 Penalty: 5173.201660
	Iteration 13Q: 3 clusters Score -4046170 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -4047478.250000 Penalty: 5173.201660
	Iteration 14Q: 3 clusters Score -4047478 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4048294.750000 Penalty: 5173.201660
	Iteration 15Q: 3 clusters Score -4048295 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -4048703.250000 Penalty: 5173.201660
	Iteration 16Q: 3 clusters Score -4048703 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -4048914.250000 Penalty: 5173.201660
	Iteration 17Q: 3 clusters Score -4048914 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -4048990.000000 Penalty: 5173.201660
	Iteration 18Q: 3 clusters Score -4048990 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4049033.750000 Penalty: 5173.201660
	Iteration 19Q: 3 clusters Score -4049034 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -4049057.750000 Penalty: 5173.201660
	Iteration 20F: 3 clusters Score -4049058 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4049067.500000 Penalty: 5173.201660
	Iteration 21Q: 3 clusters Score -4049068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4049070.750000 Penalty: 5173.201660
	Iteration 22Q: 3 clusters Score -4049071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4049080.250000 Penalty: 5173.201660
	Iteration 23Q: 3 clusters Score -4049080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4049071.250000 Penalty: 5173.201660
	Iteration 24Q: 3 clusters Score -4049071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4049074.750000 Penalty: 5173.201660
	Iteration 25Q: 3 clusters Score -4049075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4049072.250000 Penalty: 5173.201660
	Iteration 26Q: 3 clusters Score -4049072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4049083.500000 Penalty: 5173.201660
	Iteration 27Q: 3 clusters Score -4049084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -4049095.750000 Penalty: 5173.201660
	Iteration 28Q: 3 clusters Score -4049096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -4049090.750000 Penalty: 5173.201660
	Iteration 29Q: 3 clusters Score -4049091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -4049096.500000 Penalty: 5173.201660
	Iteration 30Q: 3 clusters Score -4049096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4049096.750000 Penalty: 5173.201660
	Iteration 31Q: 3 clusters Score -4049097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -4049096.250000 Penalty: 5173.201660
	Iteration 32Q: 3 clusters Score -4049096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -4049093.750000 Penalty: 5173.201660
	Iteration 33Q: 3 clusters Score -4049094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4049092.000000 Penalty: 5173.201660
	Iteration 34Q: 3 clusters Score -4049092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4049091.250000 Penalty: 5173.201660
	Iteration 35Q: 3 clusters Score -4049091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4049090.000000 Penalty: 5173.201660
	Iteration 36Q: 3 clusters Score -4049090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4049091.500000 Penalty: 5173.201660
	Iteration 37Q: 3 clusters Score -4049092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4049091.500000 Penalty: 5173.201660
	Iteration 38F: 3 clusters Score -4049092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 32947 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 47488 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 23326 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 25040 members 
Entering Unmasked Estep 
Score: -35662920.000000 Penalty: 75470.617188
Splitting cluster 9 changes total score from -35654308.000000 to -35662920.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (19053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Entering Unmasked Estep 
Score: -2268673.750000 Penalty: 2444.034912
	Iteration 0F: 2 clusters Score -2268674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2255202.500000 Penalty: 4888.069824
	Iteration 0F: 3 clusters Score -2255202 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2260041.750000 Penalty: 4888.069824
	Iteration 1F: 3 clusters Score -2260042 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2260791.000000 Penalty: 4888.069824
	Iteration 2F: 3 clusters Score -2260791 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2261706.000000 Penalty: 4888.069824
	Iteration 3F: 3 clusters Score -2261706 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2262652.250000 Penalty: 4888.069824
	Iteration 4F: 3 clusters Score -2262652 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2263425.250000 Penalty: 4888.069824
	Iteration 5F: 3 clusters Score -2263425 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2264010.250000 Penalty: 4888.069824
	Iteration 6F: 3 clusters Score -2264010 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2264426.750000 Penalty: 4888.069824
	Iteration 7Q: 3 clusters Score -2264427 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -2264715.000000 Penalty: 4888.069824
	Iteration 8Q: 3 clusters Score -2264715 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -2264893.250000 Penalty: 4888.069824
	Iteration 9Q: 3 clusters Score -2264893 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2265015.500000 Penalty: 4888.069824
	Iteration 10Q: 3 clusters Score -2265016 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2265108.750000 Penalty: 4888.069824
	Iteration 11Q: 3 clusters Score -2265109 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2265171.000000 Penalty: 4888.069824
	Iteration 12Q: 3 clusters Score -2265171 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2265249.250000 Penalty: 4888.069824
	Iteration 13Q: 3 clusters Score -2265249 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2265317.000000 Penalty: 4888.069824
	Iteration 14Q: 3 clusters Score -2265317 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2265375.000000 Penalty: 4888.069824
	Iteration 15Q: 3 clusters Score -2265375 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2265433.750000 Penalty: 4888.069824
	Iteration 16Q: 3 clusters Score -2265434 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2265481.500000 Penalty: 4888.069824
	Iteration 17Q: 3 clusters Score -2265482 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2265533.000000 Penalty: 4888.069824
	Iteration 18Q: 3 clusters Score -2265533 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2265592.250000 Penalty: 4888.069824
	Iteration 19Q: 3 clusters Score -2265592 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2265640.000000 Penalty: 4888.069824
	Iteration 20F: 3 clusters Score -2265640 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2265703.000000 Penalty: 4888.069824
	Iteration 21Q: 3 clusters Score -2265703 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2265752.750000 Penalty: 4888.069824
	Iteration 22Q: 3 clusters Score -2265753 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2265817.250000 Penalty: 4888.069824
	Iteration 23Q: 3 clusters Score -2265817 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2265881.750000 Penalty: 4888.069824
	Iteration 24Q: 3 clusters Score -2265882 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2265959.500000 Penalty: 4888.069824
	Iteration 25Q: 3 clusters Score -2265960 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2266041.250000 Penalty: 4888.069824
	Iteration 26Q: 3 clusters Score -2266041 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2266126.250000 Penalty: 4888.069824
	Iteration 27Q: 3 clusters Score -2266126 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2266211.750000 Penalty: 4888.069824
	Iteration 28Q: 3 clusters Score -2266212 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2266283.250000 Penalty: 4888.069824
	Iteration 29Q: 3 clusters Score -2266283 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2266346.250000 Penalty: 4888.069824
	Iteration 30Q: 3 clusters Score -2266346 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2266411.000000 Penalty: 4888.069824
	Iteration 31Q: 3 clusters Score -2266411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2266460.500000 Penalty: 4888.069824
	Iteration 32Q: 3 clusters Score -2266460 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2266519.000000 Penalty: 4888.069824
	Iteration 33Q: 3 clusters Score -2266519 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2266568.750000 Penalty: 4888.069824
	Iteration 34Q: 3 clusters Score -2266569 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2266613.000000 Penalty: 4888.069824
	Iteration 35Q: 3 clusters Score -2266613 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2266656.500000 Penalty: 4888.069824
	Iteration 36Q: 3 clusters Score -2266656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2266687.750000 Penalty: 4888.069824
	Iteration 37Q: 3 clusters Score -2266688 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2266723.500000 Penalty: 4888.069824
	Iteration 38Q: 3 clusters Score -2266724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2266758.000000 Penalty: 4888.069824
	Iteration 39Q: 3 clusters Score -2266758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2266783.500000 Penalty: 4888.069824
	Iteration 40F: 3 clusters Score -2266784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2266808.250000 Penalty: 4888.069824
	Iteration 41Q: 3 clusters Score -2266808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2266837.000000 Penalty: 4888.069824
	Iteration 42Q: 3 clusters Score -2266837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2266863.250000 Penalty: 4888.069824
	Iteration 43Q: 3 clusters Score -2266863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2266880.250000 Penalty: 4888.069824
	Iteration 44Q: 3 clusters Score -2266880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2266892.000000 Penalty: 4888.069824
	Iteration 45Q: 3 clusters Score -2266892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2266905.250000 Penalty: 4888.069824
	Iteration 46Q: 3 clusters Score -2266905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2266911.000000 Penalty: 4888.069824
	Iteration 47Q: 3 clusters Score -2266911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2266917.000000 Penalty: 4888.069824
	Iteration 48Q: 3 clusters Score -2266917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2266923.250000 Penalty: 4888.069824
	Iteration 49Q: 3 clusters Score -2266923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2266922.750000 Penalty: 4888.069824
	Iteration 50Q: 3 clusters Score -2266923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2266930.750000 Penalty: 4888.069824
	Iteration 51Q: 3 clusters Score -2266931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2266935.000000 Penalty: 4888.069824
	Iteration 52Q: 3 clusters Score -2266935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2266941.250000 Penalty: 4888.069824
	Iteration 53Q: 3 clusters Score -2266941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2266946.500000 Penalty: 4888.069824
	Iteration 54Q: 3 clusters Score -2266946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2266948.250000 Penalty: 4888.069824
	Iteration 55Q: 3 clusters Score -2266948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2266947.000000 Penalty: 4888.069824
	Iteration 56Q: 3 clusters Score -2266947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2266949.000000 Penalty: 4888.069824
	Iteration 57Q: 3 clusters Score -2266949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2266949.250000 Penalty: 4888.069824
	Iteration 58Q: 3 clusters Score -2266949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2266947.750000 Penalty: 4888.069824
	Iteration 59Q: 3 clusters Score -2266948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2266952.250000 Penalty: 4888.069824
	Iteration 60F: 3 clusters Score -2266952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2266953.000000 Penalty: 4888.069824
	Iteration 61Q: 3 clusters Score -2266953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2266955.000000 Penalty: 4888.069824
	Iteration 62Q: 3 clusters Score -2266955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2266954.250000 Penalty: 4888.069824
	Iteration 63Q: 3 clusters Score -2266954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2266954.250000 Penalty: 4888.069824
	Iteration 64F: 3 clusters Score -2266954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Entering Unmasked Estep 
Score: -3892115.750000 Penalty: 2579.858643
	Iteration 0F: 2 clusters Score -3892116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3869721.500000 Penalty: 5159.717285
	Iteration 0F: 3 clusters Score -3869722 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3878341.250000 Penalty: 5159.717285
	Iteration 1F: 3 clusters Score -3878341 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3879874.750000 Penalty: 5159.717285
	Iteration 2F: 3 clusters Score -3879875 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3882360.750000 Penalty: 5159.717285
	Iteration 3F: 3 clusters Score -3882361 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3885555.250000 Penalty: 5159.717285
	Iteration 4F: 3 clusters Score -3885555 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3888779.750000 Penalty: 5159.717285
	Iteration 5F: 3 clusters Score -3888780 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3890563.000000 Penalty: 5159.717285
	Iteration 6F: 3 clusters Score -3890563 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3891383.250000 Penalty: 5159.717285
	Iteration 7Q: 3 clusters Score -3891383 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -3891733.000000 Penalty: 5159.717285
	Iteration 8Q: 3 clusters Score -3891733 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3891874.750000 Penalty: 5159.717285
	Iteration 9Q: 3 clusters Score -3891875 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3891990.750000 Penalty: 5159.717285
	Iteration 10Q: 3 clusters Score -3891991 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -3892070.500000 Penalty: 5159.717285
	Iteration 11Q: 3 clusters Score -3892070 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3892166.500000 Penalty: 5159.717285
	Iteration 12Q: 3 clusters Score -3892166 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3892277.750000 Penalty: 5159.717285
	Iteration 13Q: 3 clusters Score -3892278 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3892389.500000 Penalty: 5159.717285
	Iteration 14Q: 3 clusters Score -3892390 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3892472.000000 Penalty: 5159.717285
	Iteration 15Q: 3 clusters Score -3892472 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3892565.750000 Penalty: 5159.717285
	Iteration 16Q: 3 clusters Score -3892566 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3892605.000000 Penalty: 5159.717285
	Iteration 17Q: 3 clusters Score -3892605 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -3892646.000000 Penalty: 5159.717285
	Iteration 18Q: 3 clusters Score -3892646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3892686.750000 Penalty: 5159.717285
	Iteration 19Q: 3 clusters Score -3892687 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3892737.750000 Penalty: 5159.717285
	Iteration 20F: 3 clusters Score -3892738 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3892786.750000 Penalty: 5159.717285
	Iteration 21Q: 3 clusters Score -3892787 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3892808.750000 Penalty: 5159.717285
	Iteration 22Q: 3 clusters Score -3892809 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3892855.750000 Penalty: 5159.717285
	Iteration 23Q: 3 clusters Score -3892856 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3892907.250000 Penalty: 5159.717285
	Iteration 24Q: 3 clusters Score -3892907 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3892944.750000 Penalty: 5159.717285
	Iteration 25Q: 3 clusters Score -3892945 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3892979.000000 Penalty: 5159.717285
	Iteration 26Q: 3 clusters Score -3892979 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3893001.750000 Penalty: 5159.717285
	Iteration 27Q: 3 clusters Score -3893002 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3893040.000000 Penalty: 5159.717285
	Iteration 28Q: 3 clusters Score -3893040 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3893066.750000 Penalty: 5159.717285
	Iteration 29Q: 3 clusters Score -3893067 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3893081.500000 Penalty: 5159.717285
	Iteration 30Q: 3 clusters Score -3893082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3893120.750000 Penalty: 5159.717285
	Iteration 31Q: 3 clusters Score -3893121 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3893127.250000 Penalty: 5159.717285
	Iteration 32Q: 3 clusters Score -3893127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3893135.000000 Penalty: 5159.717285
	Iteration 33Q: 3 clusters Score -3893135 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3893138.000000 Penalty: 5159.717285
	Iteration 34Q: 3 clusters Score -3893138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3893158.500000 Penalty: 5159.717285
	Iteration 35Q: 3 clusters Score -3893158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3893173.250000 Penalty: 5159.717285
	Iteration 36Q: 3 clusters Score -3893173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -3893176.500000 Penalty: 5159.717285
	Iteration 37Q: 3 clusters Score -3893176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3893178.500000 Penalty: 5159.717285
	Iteration 38Q: 3 clusters Score -3893178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3893186.750000 Penalty: 5159.717285
	Iteration 39Q: 3 clusters Score -3893187 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3893195.250000 Penalty: 5159.717285
	Iteration 40F: 3 clusters Score -3893195 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3893226.000000 Penalty: 5159.717285
	Iteration 41Q: 3 clusters Score -3893226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3893233.000000 Penalty: 5159.717285
	Iteration 42Q: 3 clusters Score -3893233 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3893249.000000 Penalty: 5159.717285
	Iteration 43Q: 3 clusters Score -3893249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3893262.750000 Penalty: 5159.717285
	Iteration 44Q: 3 clusters Score -3893263 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3893271.500000 Penalty: 5159.717285
	Iteration 45Q: 3 clusters Score -3893272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3893285.000000 Penalty: 5159.717285
	Iteration 46Q: 3 clusters Score -3893285 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3893291.750000 Penalty: 5159.717285
	Iteration 47Q: 3 clusters Score -3893292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3893307.500000 Penalty: 5159.717285
	Iteration 48Q: 3 clusters Score -3893308 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3893331.000000 Penalty: 5159.717285
	Iteration 49Q: 3 clusters Score -3893331 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3893347.000000 Penalty: 5159.717285
	Iteration 50Q: 3 clusters Score -3893347 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3893364.750000 Penalty: 5159.717285
	Iteration 51Q: 3 clusters Score -3893365 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3893393.250000 Penalty: 5159.717285
	Iteration 52Q: 3 clusters Score -3893393 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3893421.750000 Penalty: 5159.717285
	Iteration 53Q: 3 clusters Score -3893422 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3893465.250000 Penalty: 5159.717285
	Iteration 54Q: 3 clusters Score -3893465 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3893515.000000 Penalty: 5159.717285
	Iteration 55Q: 3 clusters Score -3893515 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3893553.000000 Penalty: 5159.717285
	Iteration 56Q: 3 clusters Score -3893553 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3893615.500000 Penalty: 5159.717285
	Iteration 57Q: 3 clusters Score -3893616 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3893660.500000 Penalty: 5159.717285
	Iteration 58Q: 3 clusters Score -3893660 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -3893710.500000 Penalty: 5159.717285
	Iteration 59Q: 3 clusters Score -3893710 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3893756.250000 Penalty: 5159.717285
	Iteration 60F: 3 clusters Score -3893756 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3893784.250000 Penalty: 5159.717285
	Iteration 61Q: 3 clusters Score -3893784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3893830.250000 Penalty: 5159.717285
	Iteration 62Q: 3 clusters Score -3893830 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3893871.250000 Penalty: 5159.717285
	Iteration 63Q: 3 clusters Score -3893871 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3893903.500000 Penalty: 5159.717285
	Iteration 64Q: 3 clusters Score -3893904 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -3893944.250000 Penalty: 5159.717285
	Iteration 65Q: 3 clusters Score -3893944 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3893966.750000 Penalty: 5159.717285
	Iteration 66Q: 3 clusters Score -3893967 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3893974.500000 Penalty: 5159.717285
	Iteration 67Q: 3 clusters Score -3893974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3894008.500000 Penalty: 5159.717285
	Iteration 68Q: 3 clusters Score -3894008 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3894027.750000 Penalty: 5159.717285
	Iteration 69Q: 3 clusters Score -3894028 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3894040.000000 Penalty: 5159.717285
	Iteration 70Q: 3 clusters Score -3894040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3894045.500000 Penalty: 5159.717285
	Iteration 71Q: 3 clusters Score -3894046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3894066.500000 Penalty: 5159.717285
	Iteration 72Q: 3 clusters Score -3894066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3894065.500000 Penalty: 5159.717285
	Iteration 73Q: 3 clusters Score -3894066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3894078.750000 Penalty: 5159.717285
	Iteration 74Q: 3 clusters Score -3894079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3894086.250000 Penalty: 5159.717285
	Iteration 75Q: 3 clusters Score -3894086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3894083.500000 Penalty: 5159.717285
	Iteration 76Q: 3 clusters Score -3894084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3894093.750000 Penalty: 5159.717285
	Iteration 77Q: 3 clusters Score -3894094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3894090.250000 Penalty: 5159.717285
	Iteration 78Q: 3 clusters Score -3894090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3894088.000000 Penalty: 5159.717285
	Iteration 79Q: 3 clusters Score -3894088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3894099.000000 Penalty: 5159.717285
	Iteration 80F: 3 clusters Score -3894099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3894101.500000 Penalty: 5159.717285
	Iteration 81Q: 3 clusters Score -3894102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3894104.250000 Penalty: 5159.717285
	Iteration 82Q: 3 clusters Score -3894104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -3894099.500000 Penalty: 5159.717285
	Iteration 83Q: 3 clusters Score -3894100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3894103.750000 Penalty: 5159.717285
	Iteration 84Q: 3 clusters Score -3894104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3894100.000000 Penalty: 5159.717285
	Iteration 85Q: 3 clusters Score -3894100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3894101.750000 Penalty: 5159.717285
	Iteration 86Q: 3 clusters Score -3894102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3894102.250000 Penalty: 5159.717285
	Iteration 87Q: 3 clusters Score -3894102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -3894099.500000 Penalty: 5159.717285
	Iteration 88Q: 3 clusters Score -3894100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3894103.500000 Penalty: 5159.717285
	Iteration 89Q: 3 clusters Score -3894104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3894102.750000 Penalty: 5159.717285
	Iteration 90Q: 3 clusters Score -3894103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3894101.500000 Penalty: 5159.717285
	Iteration 91Q: 3 clusters Score -3894102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3894105.250000 Penalty: 5159.717285
	Iteration 92Q: 3 clusters Score -3894105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3894110.250000 Penalty: 5159.717285
	Iteration 93Q: 3 clusters Score -3894110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3894113.750000 Penalty: 5159.717285
	Iteration 94Q: 3 clusters Score -3894114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3894112.250000 Penalty: 5159.717285
	Iteration 95Q: 3 clusters Score -3894112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3894112.500000 Penalty: 5159.717285
	Iteration 96Q: 3 clusters Score -3894112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3894113.500000 Penalty: 5159.717285
	Iteration 97Q: 3 clusters Score -3894114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3894114.250000 Penalty: 5159.717285
	Iteration 98Q: 3 clusters Score -3894114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3894114.750000 Penalty: 5159.717285
	Iteration 99Q: 3 clusters Score -3894115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3894111.250000 Penalty: 5159.717285
	Iteration 100F: 3 clusters Score -3894111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3894111.750000 Penalty: 5159.717285
	Iteration 101Q: 3 clusters Score -3894112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3894111.750000 Penalty: 5159.717285
	Iteration 102F: 3 clusters Score -3894112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 47488 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 23326 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 25040 members 
Mstep: Class 25 contains 23981 members 
Entering Unmasked Estep 
Score: -35664120.000000 Penalty: 78615.226562
Splitting cluster 11 changes total score from -35654308.000000 to -35664120.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (6770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Entering Unmasked Estep 
Score: -819366.062500 Penalty: 2187.423584
	Iteration 0F: 2 clusters Score -819366.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -813664.625000 Penalty: 4374.847168
	Iteration 0F: 3 clusters Score -813664.6 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -815245.937500 Penalty: 4374.847168
	Iteration 1F: 3 clusters Score -815245.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -815615.500000 Penalty: 4374.847168
	Iteration 2F: 3 clusters Score -815615.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -816035.750000 Penalty: 4374.847168
	Iteration 3F: 3 clusters Score -816035.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -817000.250000 Penalty: 4374.847168
	Iteration 4F: 3 clusters Score -817000.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -818585.125000 Penalty: 4374.847168
	Iteration 5F: 3 clusters Score -818585.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -820181.062500 Penalty: 4374.847168
	Iteration 6F: 3 clusters Score -820181.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -821104.375000 Penalty: 4374.847168
	Iteration 7F: 3 clusters Score -821104.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -821694.625000 Penalty: 4374.847168
	Iteration 8F: 3 clusters Score -821694.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -822071.812500 Penalty: 4374.847168
	Iteration 9Q: 3 clusters Score -822071.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -822359.437500 Penalty: 4374.847168
	Iteration 10Q: 3 clusters Score -822359.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -822617.812500 Penalty: 4374.847168
	Iteration 11Q: 3 clusters Score -822617.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -822783.250000 Penalty: 4374.847168
	Iteration 12Q: 3 clusters Score -822783.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -822862.125000 Penalty: 4374.847168
	Iteration 13Q: 3 clusters Score -822862.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -822916.875000 Penalty: 4374.847168
	Iteration 14Q: 3 clusters Score -822916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -822931.562500 Penalty: 4374.847168
	Iteration 15Q: 3 clusters Score -822931.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -822934.562500 Penalty: 4374.847168
	Iteration 16Q: 3 clusters Score -822934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -822934.562500 Penalty: 4374.847168
	Iteration 17F: 3 clusters Score -822934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 47488 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 23326 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 25040 members 
Mstep: Class 25 contains 23981 members 
Mstep: Class 26 contains 5450 members 
Entering Unmasked Estep 
Score: -35666736.000000 Penalty: 81759.835938
Splitting cluster 13 changes total score from -35654308.000000 to -35666736.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (7524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Entering Unmasked Estep 
Score: -836466.937500 Penalty: 2213.611572
	Iteration 0F: 2 clusters Score -836466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -830356.000000 Penalty: 4427.223145
	Iteration 0F: 3 clusters Score -830356 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -832149.625000 Penalty: 4427.223145
	Iteration 1F: 3 clusters Score -832149.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -832589.312500 Penalty: 4427.223145
	Iteration 2F: 3 clusters Score -832589.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -832946.062500 Penalty: 4427.223145
	Iteration 3F: 3 clusters Score -832946.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -833265.062500 Penalty: 4427.223145
	Iteration 4F: 3 clusters Score -833265.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -833515.812500 Penalty: 4427.223145
	Iteration 5F: 3 clusters Score -833515.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -833746.125000 Penalty: 4427.223145
	Iteration 6Q: 3 clusters Score -833746.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -833929.125000 Penalty: 4427.223145
	Iteration 7Q: 3 clusters Score -833929.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -834084.125000 Penalty: 4427.223145
	Iteration 8Q: 3 clusters Score -834084.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -834207.187500 Penalty: 4427.223145
	Iteration 9Q: 3 clusters Score -834207.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -834306.125000 Penalty: 4427.223145
	Iteration 10Q: 3 clusters Score -834306.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -834396.625000 Penalty: 4427.223145
	Iteration 11Q: 3 clusters Score -834396.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -834474.562500 Penalty: 4427.223145
	Iteration 12Q: 3 clusters Score -834474.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -834525.500000 Penalty: 4427.223145
	Iteration 13Q: 3 clusters Score -834525.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -834570.375000 Penalty: 4427.223145
	Iteration 14Q: 3 clusters Score -834570.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -834600.812500 Penalty: 4427.223145
	Iteration 15Q: 3 clusters Score -834600.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -834619.937500 Penalty: 4427.223145
	Iteration 16Q: 3 clusters Score -834619.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -834630.437500 Penalty: 4427.223145
	Iteration 17Q: 3 clusters Score -834630.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -834638.125000 Penalty: 4427.223145
	Iteration 18Q: 3 clusters Score -834638.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -834650.250000 Penalty: 4427.223145
	Iteration 19Q: 3 clusters Score -834650.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -834654.875000 Penalty: 4427.223145
	Iteration 20F: 3 clusters Score -834654.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -834662.687500 Penalty: 4427.223145
	Iteration 21Q: 3 clusters Score -834662.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -834668.437500 Penalty: 4427.223145
	Iteration 22Q: 3 clusters Score -834668.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -834674.500000 Penalty: 4427.223145
	Iteration 23Q: 3 clusters Score -834674.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -834678.750000 Penalty: 4427.223145
	Iteration 24Q: 3 clusters Score -834678.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -834681.687500 Penalty: 4427.223145
	Iteration 25Q: 3 clusters Score -834681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -834685.312500 Penalty: 4427.223145
	Iteration 26Q: 3 clusters Score -834685.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -834686.437500 Penalty: 4427.223145
	Iteration 27Q: 3 clusters Score -834686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -834688.875000 Penalty: 4427.223145
	Iteration 28Q: 3 clusters Score -834688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -834693.375000 Penalty: 4427.223145
	Iteration 29Q: 3 clusters Score -834693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -834695.062500 Penalty: 4427.223145
	Iteration 30Q: 3 clusters Score -834695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -834698.000000 Penalty: 4427.223145
	Iteration 31Q: 3 clusters Score -834698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -834696.562500 Penalty: 4427.223145
	Iteration 32Q: 3 clusters Score -834696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -834700.000000 Penalty: 4427.223145
	Iteration 33Q: 3 clusters Score -834700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -834701.375000 Penalty: 4427.223145
	Iteration 34Q: 3 clusters Score -834701.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -834705.250000 Penalty: 4427.223145
	Iteration 35Q: 3 clusters Score -834705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -834708.500000 Penalty: 4427.223145
	Iteration 36Q: 3 clusters Score -834708.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -834710.812500 Penalty: 4427.223145
	Iteration 37Q: 3 clusters Score -834710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -834714.500000 Penalty: 4427.223145
	Iteration 38Q: 3 clusters Score -834714.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -834719.437500 Penalty: 4427.223145
	Iteration 39Q: 3 clusters Score -834719.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -834725.875000 Penalty: 4427.223145
	Iteration 40F: 3 clusters Score -834725.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -834732.625000 Penalty: 4427.223145
	Iteration 41Q: 3 clusters Score -834732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -834736.375000 Penalty: 4427.223145
	Iteration 42Q: 3 clusters Score -834736.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -834740.750000 Penalty: 4427.223145
	Iteration 43Q: 3 clusters Score -834740.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -834744.687500 Penalty: 4427.223145
	Iteration 44Q: 3 clusters Score -834744.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -834747.562500 Penalty: 4427.223145
	Iteration 45Q: 3 clusters Score -834747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -834749.875000 Penalty: 4427.223145
	Iteration 46Q: 3 clusters Score -834749.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -834750.687500 Penalty: 4427.223145
	Iteration 47Q: 3 clusters Score -834750.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -834753.625000 Penalty: 4427.223145
	Iteration 48Q: 3 clusters Score -834753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -834752.500000 Penalty: 4427.223145
	Iteration 49Q: 3 clusters Score -834752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -834755.125000 Penalty: 4427.223145
	Iteration 50Q: 3 clusters Score -834755.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -834755.937500 Penalty: 4427.223145
	Iteration 51Q: 3 clusters Score -834755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -834758.062500 Penalty: 4427.223145
	Iteration 52Q: 3 clusters Score -834758.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -834760.187500 Penalty: 4427.223145
	Iteration 53Q: 3 clusters Score -834760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -834760.250000 Penalty: 4427.223145
	Iteration 54Q: 3 clusters Score -834760.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -834762.187500 Penalty: 4427.223145
	Iteration 55Q: 3 clusters Score -834762.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -834765.312500 Penalty: 4427.223145
	Iteration 56Q: 3 clusters Score -834765.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -834767.312500 Penalty: 4427.223145
	Iteration 57Q: 3 clusters Score -834767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -834768.750000 Penalty: 4427.223145
	Iteration 58Q: 3 clusters Score -834768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -834771.937500 Penalty: 4427.223145
	Iteration 59Q: 3 clusters Score -834771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -834775.062500 Penalty: 4427.223145
	Iteration 60F: 3 clusters Score -834775.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -834776.687500 Penalty: 4427.223145
	Iteration 61Q: 3 clusters Score -834776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -834779.937500 Penalty: 4427.223145
	Iteration 62Q: 3 clusters Score -834779.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -834780.437500 Penalty: 4427.223145
	Iteration 63Q: 3 clusters Score -834780.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -834781.625000 Penalty: 4427.223145
	Iteration 64Q: 3 clusters Score -834781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -834782.062500 Penalty: 4427.223145
	Iteration 65Q: 3 clusters Score -834782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -834780.937500 Penalty: 4427.223145
	Iteration 66Q: 3 clusters Score -834780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -834780.937500 Penalty: 4427.223145
	Iteration 67F: 3 clusters Score -834780.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Entering Unmasked Estep 
Score: -5671586.500000 Penalty: 2670.521729
	Iteration 0F: 2 clusters Score -5671586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5639409.500000 Penalty: 5341.043457
	Iteration 0F: 3 clusters Score -5639410 nChanged 21934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -5651575.500000 Penalty: 5341.043457
	Iteration 1F: 3 clusters Score -5651576 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -5652482.500000 Penalty: 5341.043457
	Iteration 2Q: 3 clusters Score -5652482 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5653790.500000 Penalty: 5341.043457
	Iteration 3F: 3 clusters Score -5653790 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5656219.500000 Penalty: 5341.043457
	Iteration 4F: 3 clusters Score -5656220 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -5660337.000000 Penalty: 5341.043457
	Iteration 5F: 3 clusters Score -5660337 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -5664867.000000 Penalty: 5341.043457
	Iteration 6F: 3 clusters Score -5664867 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5668321.500000 Penalty: 5341.043457
	Iteration 7F: 3 clusters Score -5668322 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -5670530.000000 Penalty: 5341.043457
	Iteration 8F: 3 clusters Score -5670530 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5671726.000000 Penalty: 5341.043457
	Iteration 9Q: 3 clusters Score -5671726 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -5672293.000000 Penalty: 5341.043457
	Iteration 10Q: 3 clusters Score -5672293 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -5672636.000000 Penalty: 5341.043457
	Iteration 11Q: 3 clusters Score -5672636 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5672863.500000 Penalty: 5341.043457
	Iteration 12Q: 3 clusters Score -5672864 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -5673022.500000 Penalty: 5341.043457
	Iteration 13Q: 3 clusters Score -5673022 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -5673133.500000 Penalty: 5341.043457
	Iteration 14Q: 3 clusters Score -5673134 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -5673205.500000 Penalty: 5341.043457
	Iteration 15Q: 3 clusters Score -5673206 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5673305.000000 Penalty: 5341.043457
	Iteration 16Q: 3 clusters Score -5673305 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -5673444.500000 Penalty: 5341.043457
	Iteration 17Q: 3 clusters Score -5673444 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -5673605.500000 Penalty: 5341.043457
	Iteration 18Q: 3 clusters Score -5673606 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -5673718.500000 Penalty: 5341.043457
	Iteration 19Q: 3 clusters Score -5673718 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -5673876.500000 Penalty: 5341.043457
	Iteration 20F: 3 clusters Score -5673876 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -5673991.500000 Penalty: 5341.043457
	Iteration 21Q: 3 clusters Score -5673992 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -5674113.500000 Penalty: 5341.043457
	Iteration 22Q: 3 clusters Score -5674114 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -5674244.000000 Penalty: 5341.043457
	Iteration 23Q: 3 clusters Score -5674244 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -5674329.500000 Penalty: 5341.043457
	Iteration 24Q: 3 clusters Score -5674330 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -5674412.000000 Penalty: 5341.043457
	Iteration 25Q: 3 clusters Score -5674412 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -5674477.500000 Penalty: 5341.043457
	Iteration 26Q: 3 clusters Score -5674478 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -5674545.000000 Penalty: 5341.043457
	Iteration 27Q: 3 clusters Score -5674545 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -5674581.000000 Penalty: 5341.043457
	Iteration 28Q: 3 clusters Score -5674581 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -5674621.500000 Penalty: 5341.043457
	Iteration 29Q: 3 clusters Score -5674622 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -5674668.500000 Penalty: 5341.043457
	Iteration 30Q: 3 clusters Score -5674668 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -5674682.500000 Penalty: 5341.043457
	Iteration 31Q: 3 clusters Score -5674682 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -5674706.000000 Penalty: 5341.043457
	Iteration 32Q: 3 clusters Score -5674706 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -5674746.000000 Penalty: 5341.043457
	Iteration 33Q: 3 clusters Score -5674746 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -5674761.000000 Penalty: 5341.043457
	Iteration 34Q: 3 clusters Score -5674761 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5674757.500000 Penalty: 5341.043457
	Iteration 35Q: 3 clusters Score -5674758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -5674780.500000 Penalty: 5341.043457
	Iteration 36Q: 3 clusters Score -5674780 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -5674807.500000 Penalty: 5341.043457
	Iteration 37Q: 3 clusters Score -5674808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -5674818.000000 Penalty: 5341.043457
	Iteration 38Q: 3 clusters Score -5674818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -5674811.500000 Penalty: 5341.043457
	Iteration 39Q: 3 clusters Score -5674812 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -5674824.000000 Penalty: 5341.043457
	Iteration 40F: 3 clusters Score -5674824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5674826.000000 Penalty: 5341.043457
	Iteration 41Q: 3 clusters Score -5674826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -5674819.000000 Penalty: 5341.043457
	Iteration 42Q: 3 clusters Score -5674819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -5674829.500000 Penalty: 5341.043457
	Iteration 43Q: 3 clusters Score -5674830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5674835.500000 Penalty: 5341.043457
	Iteration 44Q: 3 clusters Score -5674836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5674842.000000 Penalty: 5341.043457
	Iteration 45Q: 3 clusters Score -5674842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5674852.000000 Penalty: 5341.043457
	Iteration 46Q: 3 clusters Score -5674852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5674842.000000 Penalty: 5341.043457
	Iteration 47Q: 3 clusters Score -5674842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5674836.000000 Penalty: 5341.043457
	Iteration 48Q: 3 clusters Score -5674836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -5674845.500000 Penalty: 5341.043457
	Iteration 49Q: 3 clusters Score -5674846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -5674832.500000 Penalty: 5341.043457
	Iteration 50Q: 3 clusters Score -5674832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -5674848.500000 Penalty: 5341.043457
	Iteration 51Q: 3 clusters Score -5674848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -5674849.000000 Penalty: 5341.043457
	Iteration 52Q: 3 clusters Score -5674849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5674837.000000 Penalty: 5341.043457
	Iteration 53Q: 3 clusters Score -5674837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5674837.500000 Penalty: 5341.043457
	Iteration 54Q: 3 clusters Score -5674838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5674836.000000 Penalty: 5341.043457
	Iteration 55Q: 3 clusters Score -5674836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -5674836.000000 Penalty: 5341.043457
	Iteration 56Q: 3 clusters Score -5674836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -5674840.000000 Penalty: 5341.043457
	Iteration 57Q: 3 clusters Score -5674840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -5674841.000000 Penalty: 5341.043457
	Iteration 58Q: 3 clusters Score -5674841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -5674839.500000 Penalty: 5341.043457
	Iteration 59Q: 3 clusters Score -5674840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -5674842.000000 Penalty: 5341.043457
	Iteration 60F: 3 clusters Score -5674842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 23326 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 25040 members 
Mstep: Class 25 contains 23981 members 
Mstep: Class 26 contains 5450 members 
Mstep: Class 27 contains 22833 members 
Entering Unmasked Estep 
Score: -35669476.000000 Penalty: 84904.445312
Splitting cluster 16 changes total score from -35654308.000000 to -35669476.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (8892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Entering Unmasked Estep 
Score: -874176.750000 Penalty: 2255.041016
	Iteration 0F: 2 clusters Score -874176.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -867178.500000 Penalty: 4510.082031
	Iteration 0F: 3 clusters Score -867178.5 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -869280.312500 Penalty: 4510.082031
	Iteration 1F: 3 clusters Score -869280.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -869788.625000 Penalty: 4510.082031
	Iteration 2F: 3 clusters Score -869788.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -870240.375000 Penalty: 4510.082031
	Iteration 3F: 3 clusters Score -870240.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -870647.750000 Penalty: 4510.082031
	Iteration 4F: 3 clusters Score -870647.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -870931.000000 Penalty: 4510.082031
	Iteration 5F: 3 clusters Score -870931 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -871151.062500 Penalty: 4510.082031
	Iteration 6Q: 3 clusters Score -871151.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -871305.312500 Penalty: 4510.082031
	Iteration 7Q: 3 clusters Score -871305.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -871417.187500 Penalty: 4510.082031
	Iteration 8Q: 3 clusters Score -871417.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -871510.625000 Penalty: 4510.082031
	Iteration 9Q: 3 clusters Score -871510.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -871588.750000 Penalty: 4510.082031
	Iteration 10Q: 3 clusters Score -871588.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -871647.375000 Penalty: 4510.082031
	Iteration 11Q: 3 clusters Score -871647.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -871698.687500 Penalty: 4510.082031
	Iteration 12Q: 3 clusters Score -871698.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -871733.750000 Penalty: 4510.082031
	Iteration 13Q: 3 clusters Score -871733.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -871762.812500 Penalty: 4510.082031
	Iteration 14Q: 3 clusters Score -871762.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -871786.875000 Penalty: 4510.082031
	Iteration 15Q: 3 clusters Score -871786.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -871811.250000 Penalty: 4510.082031
	Iteration 16Q: 3 clusters Score -871811.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -871830.875000 Penalty: 4510.082031
	Iteration 17Q: 3 clusters Score -871830.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -871848.062500 Penalty: 4510.082031
	Iteration 18Q: 3 clusters Score -871848.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -871863.187500 Penalty: 4510.082031
	Iteration 19Q: 3 clusters Score -871863.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -871874.000000 Penalty: 4510.082031
	Iteration 20F: 3 clusters Score -871874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -871883.437500 Penalty: 4510.082031
	Iteration 21Q: 3 clusters Score -871883.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -871893.687500 Penalty: 4510.082031
	Iteration 22Q: 3 clusters Score -871893.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -871897.687500 Penalty: 4510.082031
	Iteration 23Q: 3 clusters Score -871897.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -871902.625000 Penalty: 4510.082031
	Iteration 24Q: 3 clusters Score -871902.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -871909.125000 Penalty: 4510.082031
	Iteration 25Q: 3 clusters Score -871909.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -871914.687500 Penalty: 4510.082031
	Iteration 26Q: 3 clusters Score -871914.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -871920.187500 Penalty: 4510.082031
	Iteration 27Q: 3 clusters Score -871920.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -871927.937500 Penalty: 4510.082031
	Iteration 28Q: 3 clusters Score -871927.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -871933.625000 Penalty: 4510.082031
	Iteration 29Q: 3 clusters Score -871933.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -871941.500000 Penalty: 4510.082031
	Iteration 30Q: 3 clusters Score -871941.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -871943.875000 Penalty: 4510.082031
	Iteration 31Q: 3 clusters Score -871943.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -871948.375000 Penalty: 4510.082031
	Iteration 32Q: 3 clusters Score -871948.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -871951.437500 Penalty: 4510.082031
	Iteration 33Q: 3 clusters Score -871951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -871953.437500 Penalty: 4510.082031
	Iteration 34Q: 3 clusters Score -871953.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -871955.437500 Penalty: 4510.082031
	Iteration 35Q: 3 clusters Score -871955.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -871959.562500 Penalty: 4510.082031
	Iteration 36Q: 3 clusters Score -871959.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -871962.437500 Penalty: 4510.082031
	Iteration 37Q: 3 clusters Score -871962.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -871967.125000 Penalty: 4510.082031
	Iteration 38Q: 3 clusters Score -871967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -871965.687500 Penalty: 4510.082031
	Iteration 39Q: 3 clusters Score -871965.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -871967.500000 Penalty: 4510.082031
	Iteration 40F: 3 clusters Score -871967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -871968.375000 Penalty: 4510.082031
	Iteration 41Q: 3 clusters Score -871968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -871969.125000 Penalty: 4510.082031
	Iteration 42Q: 3 clusters Score -871969.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -871970.187500 Penalty: 4510.082031
	Iteration 43Q: 3 clusters Score -871970.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -871973.750000 Penalty: 4510.082031
	Iteration 44Q: 3 clusters Score -871973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -871973.687500 Penalty: 4510.082031
	Iteration 45Q: 3 clusters Score -871973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -871974.250000 Penalty: 4510.082031
	Iteration 46Q: 3 clusters Score -871974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -871975.937500 Penalty: 4510.082031
	Iteration 47Q: 3 clusters Score -871975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -871975.562500 Penalty: 4510.082031
	Iteration 48Q: 3 clusters Score -871975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -871975.812500 Penalty: 4510.082031
	Iteration 49Q: 3 clusters Score -871975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -871975.000000 Penalty: 4510.082031
	Iteration 50Q: 3 clusters Score -871975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -871975.000000 Penalty: 4510.082031
	Iteration 51F: 3 clusters Score -871975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Entering Unmasked Estep 
Score: -2721563.250000 Penalty: 2494.216309
	Iteration 0F: 2 clusters Score -2721563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2705429.250000 Penalty: 4988.432617
	Iteration 0F: 3 clusters Score -2705429 nChanged 10304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2711140.500000 Penalty: 4988.432617
	Iteration 1F: 3 clusters Score -2711140 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2712266.750000 Penalty: 4988.432617
	Iteration 2F: 3 clusters Score -2712267 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2713907.500000 Penalty: 4988.432617
	Iteration 3F: 3 clusters Score -2713908 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2715907.750000 Penalty: 4988.432617
	Iteration 4F: 3 clusters Score -2715908 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2717847.250000 Penalty: 4988.432617
	Iteration 5F: 3 clusters Score -2717847 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2719263.250000 Penalty: 4988.432617
	Iteration 6F: 3 clusters Score -2719263 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2720170.250000 Penalty: 4988.432617
	Iteration 7Q: 3 clusters Score -2720170 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2720692.250000 Penalty: 4988.432617
	Iteration 8Q: 3 clusters Score -2720692 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2721004.500000 Penalty: 4988.432617
	Iteration 9Q: 3 clusters Score -2721004 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2721192.750000 Penalty: 4988.432617
	Iteration 10Q: 3 clusters Score -2721193 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2721297.250000 Penalty: 4988.432617
	Iteration 11Q: 3 clusters Score -2721297 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2721350.250000 Penalty: 4988.432617
	Iteration 12Q: 3 clusters Score -2721350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2721405.750000 Penalty: 4988.432617
	Iteration 13Q: 3 clusters Score -2721406 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2721457.000000 Penalty: 4988.432617
	Iteration 14Q: 3 clusters Score -2721457 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2721497.250000 Penalty: 4988.432617
	Iteration 15Q: 3 clusters Score -2721497 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2721542.750000 Penalty: 4988.432617
	Iteration 16Q: 3 clusters Score -2721543 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2721571.250000 Penalty: 4988.432617
	Iteration 17Q: 3 clusters Score -2721571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2721609.250000 Penalty: 4988.432617
	Iteration 18Q: 3 clusters Score -2721609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2721628.000000 Penalty: 4988.432617
	Iteration 19Q: 3 clusters Score -2721628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2721675.000000 Penalty: 4988.432617
	Iteration 20F: 3 clusters Score -2721675 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2721720.000000 Penalty: 4988.432617
	Iteration 21Q: 3 clusters Score -2721720 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2721799.500000 Penalty: 4988.432617
	Iteration 22Q: 3 clusters Score -2721800 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2721859.500000 Penalty: 4988.432617
	Iteration 23Q: 3 clusters Score -2721860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2721923.250000 Penalty: 4988.432617
	Iteration 24Q: 3 clusters Score -2721923 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2721991.750000 Penalty: 4988.432617
	Iteration 25Q: 3 clusters Score -2721992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2722060.750000 Penalty: 4988.432617
	Iteration 26Q: 3 clusters Score -2722061 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2722107.250000 Penalty: 4988.432617
	Iteration 27Q: 3 clusters Score -2722107 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2722163.250000 Penalty: 4988.432617
	Iteration 28Q: 3 clusters Score -2722163 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2722212.250000 Penalty: 4988.432617
	Iteration 29Q: 3 clusters Score -2722212 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2722264.500000 Penalty: 4988.432617
	Iteration 30Q: 3 clusters Score -2722264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2722296.000000 Penalty: 4988.432617
	Iteration 31Q: 3 clusters Score -2722296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2722300.750000 Penalty: 4988.432617
	Iteration 32Q: 3 clusters Score -2722301 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2722308.250000 Penalty: 4988.432617
	Iteration 33Q: 3 clusters Score -2722308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2722312.000000 Penalty: 4988.432617
	Iteration 34Q: 3 clusters Score -2722312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2722321.250000 Penalty: 4988.432617
	Iteration 35Q: 3 clusters Score -2722321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2722325.000000 Penalty: 4988.432617
	Iteration 36Q: 3 clusters Score -2722325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2722325.000000 Penalty: 4988.432617
	Iteration 37Q: 3 clusters Score -2722325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2722323.750000 Penalty: 4988.432617
	Iteration 38Q: 3 clusters Score -2722324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2722321.750000 Penalty: 4988.432617
	Iteration 39Q: 3 clusters Score -2722322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2722321.750000 Penalty: 4988.432617
	Iteration 40F: 3 clusters Score -2722322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 19657 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 25040 members 
Mstep: Class 25 contains 23981 members 
Mstep: Class 26 contains 5450 members 
Mstep: Class 27 contains 22833 members 
Mstep: Class 28 contains 3669 members 
Entering Unmasked Estep 
Score: -35669524.000000 Penalty: 88049.054688
Splitting cluster 18 changes total score from -35654308.000000 to -35669524.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (14198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Entering Unmasked Estep 
Score: -1507163.875000 Penalty: 2371.092529
	Iteration 0F: 2 clusters Score -1507164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1496932.375000 Penalty: 4742.185059
	Iteration 0F: 3 clusters Score -1496932 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1500480.750000 Penalty: 4742.185059
	Iteration 1F: 3 clusters Score -1500481 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1501283.125000 Penalty: 4742.185059
	Iteration 2F: 3 clusters Score -1501283 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1502155.625000 Penalty: 4742.185059
	Iteration 3F: 3 clusters Score -1502156 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1502982.875000 Penalty: 4742.185059
	Iteration 4F: 3 clusters Score -1502983 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1503674.625000 Penalty: 4742.185059
	Iteration 5F: 3 clusters Score -1503675 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1504234.250000 Penalty: 4742.185059
	Iteration 6F: 3 clusters Score -1504234 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1504691.500000 Penalty: 4742.185059
	Iteration 7Q: 3 clusters Score -1504692 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1505071.125000 Penalty: 4742.185059
	Iteration 8Q: 3 clusters Score -1505071 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1505344.875000 Penalty: 4742.185059
	Iteration 9Q: 3 clusters Score -1505345 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1505508.750000 Penalty: 4742.185059
	Iteration 10Q: 3 clusters Score -1505509 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1505654.500000 Penalty: 4742.185059
	Iteration 11Q: 3 clusters Score -1505654 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1505777.625000 Penalty: 4742.185059
	Iteration 12Q: 3 clusters Score -1505778 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1505879.125000 Penalty: 4742.185059
	Iteration 13Q: 3 clusters Score -1505879 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1505974.875000 Penalty: 4742.185059
	Iteration 14Q: 3 clusters Score -1505975 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1506023.500000 Penalty: 4742.185059
	Iteration 15Q: 3 clusters Score -1506024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1506060.625000 Penalty: 4742.185059
	Iteration 16Q: 3 clusters Score -1506061 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1506090.625000 Penalty: 4742.185059
	Iteration 17Q: 3 clusters Score -1506091 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1506116.625000 Penalty: 4742.185059
	Iteration 18Q: 3 clusters Score -1506117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1506138.875000 Penalty: 4742.185059
	Iteration 19Q: 3 clusters Score -1506139 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1506149.250000 Penalty: 4742.185059
	Iteration 20F: 3 clusters Score -1506149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1506164.125000 Penalty: 4742.185059
	Iteration 21Q: 3 clusters Score -1506164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1506165.750000 Penalty: 4742.185059
	Iteration 22Q: 3 clusters Score -1506166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1506170.875000 Penalty: 4742.185059
	Iteration 23Q: 3 clusters Score -1506171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1506177.000000 Penalty: 4742.185059
	Iteration 24Q: 3 clusters Score -1506177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1506181.000000 Penalty: 4742.185059
	Iteration 25Q: 3 clusters Score -1506181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1506187.500000 Penalty: 4742.185059
	Iteration 26Q: 3 clusters Score -1506188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1506193.750000 Penalty: 4742.185059
	Iteration 27Q: 3 clusters Score -1506194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1506199.000000 Penalty: 4742.185059
	Iteration 28Q: 3 clusters Score -1506199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1506202.875000 Penalty: 4742.185059
	Iteration 29Q: 3 clusters Score -1506203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1506207.000000 Penalty: 4742.185059
	Iteration 30Q: 3 clusters Score -1506207 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1506211.000000 Penalty: 4742.185059
	Iteration 31Q: 3 clusters Score -1506211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1506209.500000 Penalty: 4742.185059
	Iteration 32Q: 3 clusters Score -1506210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1506213.375000 Penalty: 4742.185059
	Iteration 33Q: 3 clusters Score -1506213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1506212.625000 Penalty: 4742.185059
	Iteration 34Q: 3 clusters Score -1506213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1506214.250000 Penalty: 4742.185059
	Iteration 35Q: 3 clusters Score -1506214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1506214.375000 Penalty: 4742.185059
	Iteration 36Q: 3 clusters Score -1506214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1506213.875000 Penalty: 4742.185059
	Iteration 37Q: 3 clusters Score -1506214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1506215.125000 Penalty: 4742.185059
	Iteration 38Q: 3 clusters Score -1506215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1506214.500000 Penalty: 4742.185059
	Iteration 39Q: 3 clusters Score -1506214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1506214.500000 Penalty: 4742.185059
	Iteration 40F: 3 clusters Score -1506214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Entering Unmasked Estep 
Score: -1158387.875000 Penalty: 2279.659912
	Iteration 0F: 2 clusters Score -1158388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1150863.125000 Penalty: 4559.319824
	Iteration 0F: 3 clusters Score -1150863 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1153103.875000 Penalty: 4559.319824
	Iteration 1F: 3 clusters Score -1153104 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1153493.500000 Penalty: 4559.319824
	Iteration 2F: 3 clusters Score -1153494 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1153866.625000 Penalty: 4559.319824
	Iteration 3F: 3 clusters Score -1153867 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1154308.000000 Penalty: 4559.319824
	Iteration 4F: 3 clusters Score -1154308 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1154842.750000 Penalty: 4559.319824
	Iteration 5F: 3 clusters Score -1154843 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1155349.250000 Penalty: 4559.319824
	Iteration 6F: 3 clusters Score -1155349 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1155871.500000 Penalty: 4559.319824
	Iteration 7F: 3 clusters Score -1155872 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1156434.625000 Penalty: 4559.319824
	Iteration 8F: 3 clusters Score -1156435 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1156928.125000 Penalty: 4559.319824
	Iteration 9F: 3 clusters Score -1156928 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1157408.500000 Penalty: 4559.319824
	Iteration 10Q: 3 clusters Score -1157408 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1157803.000000 Penalty: 4559.319824
	Iteration 11Q: 3 clusters Score -1157803 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1158097.125000 Penalty: 4559.319824
	Iteration 12Q: 3 clusters Score -1158097 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1158298.125000 Penalty: 4559.319824
	Iteration 13Q: 3 clusters Score -1158298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1158422.375000 Penalty: 4559.319824
	Iteration 14Q: 3 clusters Score -1158422 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1158538.250000 Penalty: 4559.319824
	Iteration 15Q: 3 clusters Score -1158538 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1158637.000000 Penalty: 4559.319824
	Iteration 16Q: 3 clusters Score -1158637 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1158758.125000 Penalty: 4559.319824
	Iteration 17Q: 3 clusters Score -1158758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1158831.625000 Penalty: 4559.319824
	Iteration 18Q: 3 clusters Score -1158832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1158859.750000 Penalty: 4559.319824
	Iteration 19Q: 3 clusters Score -1158860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1158871.875000 Penalty: 4559.319824
	Iteration 20F: 3 clusters Score -1158872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1158875.500000 Penalty: 4559.319824
	Iteration 21Q: 3 clusters Score -1158876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1158877.375000 Penalty: 4559.319824
	Iteration 22Q: 3 clusters Score -1158877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1158883.125000 Penalty: 4559.319824
	Iteration 23Q: 3 clusters Score -1158883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1158886.125000 Penalty: 4559.319824
	Iteration 24Q: 3 clusters Score -1158886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1158884.875000 Penalty: 4559.319824
	Iteration 25Q: 3 clusters Score -1158885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1158884.000000 Penalty: 4559.319824
	Iteration 26Q: 3 clusters Score -1158884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1158883.875000 Penalty: 4559.319824
	Iteration 27Q: 3 clusters Score -1158884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1158883.875000 Penalty: 4559.319824
	Iteration 28F: 3 clusters Score -1158884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 19657 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 25040 members 
Mstep: Class 25 contains 23981 members 
Mstep: Class 26 contains 5450 members 
Mstep: Class 27 contains 22833 members 
Mstep: Class 28 contains 3669 members 
Mstep: Class 29 contains 6071 members 
Entering Unmasked Estep 
Score: -35669220.000000 Penalty: 91193.664062
Splitting cluster 20 changes total score from -35654308.000000 to -35669220.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -649763.375000 Penalty: 2138.413330
	Iteration 0F: 2 clusters Score -649763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -644943.125000 Penalty: 4276.826660
	Iteration 0F: 3 clusters Score -644943.1 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -646226.500000 Penalty: 4276.826660
	Iteration 1F: 3 clusters Score -646226.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -646570.312500 Penalty: 4276.826660
	Iteration 2F: 3 clusters Score -646570.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -646835.187500 Penalty: 4276.826660
	Iteration 3F: 3 clusters Score -646835.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -647088.812500 Penalty: 4276.826660
	Iteration 4F: 3 clusters Score -647088.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -647336.187500 Penalty: 4276.826660
	Iteration 5Q: 3 clusters Score -647336.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -647630.375000 Penalty: 4276.826660
	Iteration 6Q: 3 clusters Score -647630.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -648002.875000 Penalty: 4276.826660
	Iteration 7Q: 3 clusters Score -648002.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -648269.125000 Penalty: 4276.826660
	Iteration 8Q: 3 clusters Score -648269.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -648417.937500 Penalty: 4276.826660
	Iteration 9Q: 3 clusters Score -648417.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -648503.750000 Penalty: 4276.826660
	Iteration 10Q: 3 clusters Score -648503.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -648566.375000 Penalty: 4276.826660
	Iteration 11Q: 3 clusters Score -648566.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -648620.937500 Penalty: 4276.826660
	Iteration 12Q: 3 clusters Score -648620.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -648668.875000 Penalty: 4276.826660
	Iteration 13Q: 3 clusters Score -648668.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -648708.375000 Penalty: 4276.826660
	Iteration 14Q: 3 clusters Score -648708.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -648739.375000 Penalty: 4276.826660
	Iteration 15Q: 3 clusters Score -648739.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -648757.875000 Penalty: 4276.826660
	Iteration 16Q: 3 clusters Score -648757.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -648781.125000 Penalty: 4276.826660
	Iteration 17Q: 3 clusters Score -648781.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -648804.812500 Penalty: 4276.826660
	Iteration 18Q: 3 clusters Score -648804.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -648834.250000 Penalty: 4276.826660
	Iteration 19Q: 3 clusters Score -648834.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -648871.000000 Penalty: 4276.826660
	Iteration 20F: 3 clusters Score -648871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -648905.125000 Penalty: 4276.826660
	Iteration 21Q: 3 clusters Score -648905.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -648944.125000 Penalty: 4276.826660
	Iteration 22Q: 3 clusters Score -648944.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -648979.562500 Penalty: 4276.826660
	Iteration 23Q: 3 clusters Score -648979.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -649025.187500 Penalty: 4276.826660
	Iteration 24Q: 3 clusters Score -649025.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -649072.125000 Penalty: 4276.826660
	Iteration 25Q: 3 clusters Score -649072.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -649116.375000 Penalty: 4276.826660
	Iteration 26Q: 3 clusters Score -649116.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -649177.875000 Penalty: 4276.826660
	Iteration 27Q: 3 clusters Score -649177.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -649273.125000 Penalty: 4276.826660
	Iteration 28Q: 3 clusters Score -649273.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -649419.500000 Penalty: 4276.826660
	Iteration 29Q: 3 clusters Score -649419.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -649607.000000 Penalty: 4276.826660
	Iteration 30Q: 3 clusters Score -649607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -649698.250000 Penalty: 4276.826660
	Iteration 31Q: 3 clusters Score -649698.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -649737.000000 Penalty: 4276.826660
	Iteration 32Q: 3 clusters Score -649737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -649750.687500 Penalty: 4276.826660
	Iteration 33Q: 3 clusters Score -649750.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -649763.062500 Penalty: 4276.826660
	Iteration 34Q: 3 clusters Score -649763.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -649770.625000 Penalty: 4276.826660
	Iteration 35Q: 3 clusters Score -649770.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -649775.937500 Penalty: 4276.826660
	Iteration 36Q: 3 clusters Score -649775.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -649783.250000 Penalty: 4276.826660
	Iteration 37Q: 3 clusters Score -649783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -649787.750000 Penalty: 4276.826660
	Iteration 38Q: 3 clusters Score -649787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -649791.250000 Penalty: 4276.826660
	Iteration 39Q: 3 clusters Score -649791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -649794.687500 Penalty: 4276.826660
	Iteration 40F: 3 clusters Score -649794.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 19657 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 4361 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 25040 members 
Mstep: Class 25 contains 23981 members 
Mstep: Class 26 contains 5450 members 
Mstep: Class 27 contains 22833 members 
Mstep: Class 28 contains 3669 members 
Mstep: Class 29 contains 6071 members 
Mstep: Class 30 contains 4112 members 
Entering Unmasked Estep 
Score: -35668228.000000 Penalty: 94338.273438
Splitting cluster 21 changes total score from -35654308.000000 to -35668228.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -342000.250000 Penalty: 2078.353271
	Iteration 0F: 2 clusters Score -342000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -337894.125000 Penalty: 4156.706543
	Iteration 0F: 3 clusters Score -337894.1 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -339040.687500 Penalty: 4156.706543
	Iteration 1F: 3 clusters Score -339040.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -339746.437500 Penalty: 4156.706543
	Iteration 2F: 3 clusters Score -339746.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -340741.781250 Penalty: 4156.706543
	Iteration 3F: 3 clusters Score -340741.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -341530.062500 Penalty: 4156.706543
	Iteration 4F: 3 clusters Score -341530.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -341874.781250 Penalty: 4156.706543
	Iteration 5F: 3 clusters Score -341874.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -342027.968750 Penalty: 4156.706543
	Iteration 6Q: 3 clusters Score -342028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -342092.687500 Penalty: 4156.706543
	Iteration 7Q: 3 clusters Score -342092.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -342129.187500 Penalty: 4156.706543
	Iteration 8Q: 3 clusters Score -342129.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -342150.187500 Penalty: 4156.706543
	Iteration 9Q: 3 clusters Score -342150.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -342159.875000 Penalty: 4156.706543
	Iteration 10Q: 3 clusters Score -342159.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -342167.437500 Penalty: 4156.706543
	Iteration 11Q: 3 clusters Score -342167.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -342178.500000 Penalty: 4156.706543
	Iteration 12Q: 3 clusters Score -342178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -342185.906250 Penalty: 4156.706543
	Iteration 13Q: 3 clusters Score -342185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -342188.906250 Penalty: 4156.706543
	Iteration 14Q: 3 clusters Score -342188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -342194.250000 Penalty: 4156.706543
	Iteration 15Q: 3 clusters Score -342194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -342197.718750 Penalty: 4156.706543
	Iteration 16Q: 3 clusters Score -342197.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -342201.093750 Penalty: 4156.706543
	Iteration 17Q: 3 clusters Score -342201.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -342202.250000 Penalty: 4156.706543
	Iteration 18Q: 3 clusters Score -342202.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -342203.531250 Penalty: 4156.706543
	Iteration 19Q: 3 clusters Score -342203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -342203.562500 Penalty: 4156.706543
	Iteration 20F: 3 clusters Score -342203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -342203.656250 Penalty: 4156.706543
	Iteration 21Q: 3 clusters Score -342203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -342203.656250 Penalty: 4156.706543
	Iteration 22F: 3 clusters Score -342203.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 19657 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 1333 members 
Mstep: Class 23 contains 12359 members 
Mstep: Class 24 contains 25040 members 
Mstep: Class 25 contains 23981 members 
Mstep: Class 26 contains 5450 members 
Mstep: Class 27 contains 22833 members 
Mstep: Class 28 contains 3669 members 
Mstep: Class 29 contains 6071 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 3028 members 
Entering Unmasked Estep 
Score: -35667348.000000 Penalty: 97482.882812
Splitting cluster 22 changes total score from -35654308.000000 to -35667348.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 23 (12359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Entering Unmasked Estep 
Score: -1338281.250000 Penalty: 2336.690674
	Iteration 0F: 2 clusters Score -1338281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1329137.500000 Penalty: 4673.381348
	Iteration 0F: 3 clusters Score -1329138 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1332333.875000 Penalty: 4673.381348
	Iteration 1F: 3 clusters Score -1332334 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1333309.250000 Penalty: 4673.381348
	Iteration 2F: 3 clusters Score -1333309 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1334158.750000 Penalty: 4673.381348
	Iteration 3F: 3 clusters Score -1334159 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1334769.750000 Penalty: 4673.381348
	Iteration 4F: 3 clusters Score -1334770 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1335206.125000 Penalty: 4673.381348
	Iteration 5F: 3 clusters Score -1335206 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1335510.250000 Penalty: 4673.381348
	Iteration 6Q: 3 clusters Score -1335510 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1335733.625000 Penalty: 4673.381348
	Iteration 7Q: 3 clusters Score -1335734 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1335902.500000 Penalty: 4673.381348
	Iteration 8Q: 3 clusters Score -1335902 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1336043.000000 Penalty: 4673.381348
	Iteration 9Q: 3 clusters Score -1336043 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1336169.125000 Penalty: 4673.381348
	Iteration 10Q: 3 clusters Score -1336169 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1336265.750000 Penalty: 4673.381348
	Iteration 11Q: 3 clusters Score -1336266 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1336342.625000 Penalty: 4673.381348
	Iteration 12Q: 3 clusters Score -1336343 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1336421.875000 Penalty: 4673.381348
	Iteration 13Q: 3 clusters Score -1336422 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1336492.500000 Penalty: 4673.381348
	Iteration 14Q: 3 clusters Score -1336492 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1336556.375000 Penalty: 4673.381348
	Iteration 15Q: 3 clusters Score -1336556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1336634.000000 Penalty: 4673.381348
	Iteration 16Q: 3 clusters Score -1336634 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1336714.000000 Penalty: 4673.381348
	Iteration 17Q: 3 clusters Score -1336714 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1336789.250000 Penalty: 4673.381348
	Iteration 18Q: 3 clusters Score -1336789 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1336860.750000 Penalty: 4673.381348
	Iteration 19Q: 3 clusters Score -1336861 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1336940.625000 Penalty: 4673.381348
	Iteration 20F: 3 clusters Score -1336941 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1337003.875000 Penalty: 4673.381348
	Iteration 21Q: 3 clusters Score -1337004 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1337064.750000 Penalty: 4673.381348
	Iteration 22Q: 3 clusters Score -1337065 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1337110.375000 Penalty: 4673.381348
	Iteration 23Q: 3 clusters Score -1337110 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1337149.000000 Penalty: 4673.381348
	Iteration 24Q: 3 clusters Score -1337149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1337181.875000 Penalty: 4673.381348
	Iteration 25Q: 3 clusters Score -1337182 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1337209.250000 Penalty: 4673.381348
	Iteration 26Q: 3 clusters Score -1337209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1337232.000000 Penalty: 4673.381348
	Iteration 27Q: 3 clusters Score -1337232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1337251.875000 Penalty: 4673.381348
	Iteration 28Q: 3 clusters Score -1337252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1337279.500000 Penalty: 4673.381348
	Iteration 29Q: 3 clusters Score -1337280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1337305.375000 Penalty: 4673.381348
	Iteration 30Q: 3 clusters Score -1337305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1337333.750000 Penalty: 4673.381348
	Iteration 31Q: 3 clusters Score -1337334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1337352.625000 Penalty: 4673.381348
	Iteration 32Q: 3 clusters Score -1337353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1337373.375000 Penalty: 4673.381348
	Iteration 33Q: 3 clusters Score -1337373 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1337387.000000 Penalty: 4673.381348
	Iteration 34Q: 3 clusters Score -1337387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1337395.000000 Penalty: 4673.381348
	Iteration 35Q: 3 clusters Score -1337395 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1337403.000000 Penalty: 4673.381348
	Iteration 36Q: 3 clusters Score -1337403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1337407.875000 Penalty: 4673.381348
	Iteration 37Q: 3 clusters Score -1337408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1337412.500000 Penalty: 4673.381348
	Iteration 38Q: 3 clusters Score -1337412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1337415.500000 Penalty: 4673.381348
	Iteration 39Q: 3 clusters Score -1337416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1337420.500000 Penalty: 4673.381348
	Iteration 40F: 3 clusters Score -1337420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1337421.125000 Penalty: 4673.381348
	Iteration 41Q: 3 clusters Score -1337421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1337424.625000 Penalty: 4673.381348
	Iteration 42Q: 3 clusters Score -1337425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1337428.750000 Penalty: 4673.381348
	Iteration 43Q: 3 clusters Score -1337429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1337428.250000 Penalty: 4673.381348
	Iteration 44Q: 3 clusters Score -1337428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1337427.625000 Penalty: 4673.381348
	Iteration 45Q: 3 clusters Score -1337428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1337428.500000 Penalty: 4673.381348
	Iteration 46Q: 3 clusters Score -1337428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1337428.375000 Penalty: 4673.381348
	Iteration 47Q: 3 clusters Score -1337428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1337428.125000 Penalty: 4673.381348
	Iteration 48Q: 3 clusters Score -1337428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1337427.000000 Penalty: 4673.381348
	Iteration 49Q: 3 clusters Score -1337427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1337428.000000 Penalty: 4673.381348
	Iteration 50Q: 3 clusters Score -1337428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1337430.000000 Penalty: 4673.381348
	Iteration 51Q: 3 clusters Score -1337430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1337431.250000 Penalty: 4673.381348
	Iteration 52Q: 3 clusters Score -1337431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1337430.500000 Penalty: 4673.381348
	Iteration 53Q: 3 clusters Score -1337430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1337432.000000 Penalty: 4673.381348
	Iteration 54Q: 3 clusters Score -1337432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1337436.375000 Penalty: 4673.381348
	Iteration 55Q: 3 clusters Score -1337436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1337435.875000 Penalty: 4673.381348
	Iteration 56Q: 3 clusters Score -1337436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1337435.500000 Penalty: 4673.381348
	Iteration 57Q: 3 clusters Score -1337436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1337435.500000 Penalty: 4673.381348
	Iteration 58Q: 3 clusters Score -1337436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1337435.500000 Penalty: 4673.381348
	Iteration 59F: 3 clusters Score -1337436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 15166 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 5510 members 
Mstep: Class 7 contains 7744 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 8815 members 
Mstep: Class 10 contains 19053 members 
Mstep: Class 11 contains 8966 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 24655 members 
Mstep: Class 17 contains 8892 members 
Mstep: Class 18 contains 19657 members 
Mstep: Class 19 contains 14198 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 1444 members 
Mstep: Class 22 contains 1333 members 
Mstep: Class 23 contains 12359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35676176.000000 Penalty: 97482.882812
Iteration 39Q: 32 clusters Score -3.567618e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5990 members 
Mstep: Class 3 contains 2856 members 
Mstep: Class 4 contains 15151 members 
Mstep: Class 5 contains 38748 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 7736 members 
Mstep: Class 8 contains 6469 members 
Mstep: Class 9 contains 8919 members 
Mstep: Class 10 contains 19280 members 
Mstep: Class 11 contains 8918 members 
Mstep: Class 12 contains 2564 members 
Mstep: Class 13 contains 1507 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 7613 members 
Mstep: Class 16 contains 25076 members 
Mstep: Class 17 contains 8821 members 
Mstep: Class 18 contains 20066 members 
Mstep: Class 19 contains 14492 members 
Mstep: Class 20 contains 3743 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 1300 members 
Mstep: Class 23 contains 12588 members 
Mstep: Class 24 contains 24206 members 
Mstep: Class 25 contains 22985 members 
Mstep: Class 26 contains 5115 members 
Mstep: Class 27 contains 21864 members 
Mstep: Class 28 contains 3573 members 
Mstep: Class 29 contains 5827 members 
Mstep: Class 30 contains 3918 members 
Mstep: Class 31 contains 2963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683200.000000 Penalty: 97482.882812
Iteration 40F: 32 clusters Score -3.56832e+07 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5956 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 15039 members 
Mstep: Class 5 contains 38770 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 7489 members 
Mstep: Class 8 contains 6561 members 
Mstep: Class 9 contains 8991 members 
Mstep: Class 10 contains 18948 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 2636 members 
Mstep: Class 13 contains 1609 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 7614 members 
Mstep: Class 16 contains 24940 members 
Mstep: Class 17 contains 8657 members 
Mstep: Class 18 contains 20043 members 
Mstep: Class 19 contains 14487 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 12565 members 
Mstep: Class 24 contains 24085 members 
Mstep: Class 25 contains 22724 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 22072 members 
Mstep: Class 28 contains 3741 members 
Mstep: Class 29 contains 5876 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 3185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686252.000000 Penalty: 97482.882812
Iteration 41Q: 32 clusters Score -3.568625e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5949 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 15001 members 
Mstep: Class 5 contains 38849 members 
Mstep: Class 6 contains 5859 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 9039 members 
Mstep: Class 10 contains 18742 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 25102 members 
Mstep: Class 17 contains 8654 members 
Mstep: Class 18 contains 20033 members 
Mstep: Class 19 contains 14494 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 12584 members 
Mstep: Class 24 contains 23757 members 
Mstep: Class 25 contains 22471 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 22097 members 
Mstep: Class 28 contains 3810 members 
Mstep: Class 29 contains 5885 members 
Mstep: Class 30 contains 4257 members 
Mstep: Class 31 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687768.000000 Penalty: 97482.882812
Iteration 42Q: 32 clusters Score -3.568777e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5947 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 38903 members 
Mstep: Class 6 contains 5872 members 
Mstep: Class 7 contains 7316 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 9073 members 
Mstep: Class 10 contains 18575 members 
Mstep: Class 11 contains 8825 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 7556 members 
Mstep: Class 16 contains 25386 members 
Mstep: Class 17 contains 8674 members 
Mstep: Class 18 contains 19996 members 
Mstep: Class 19 contains 14474 members 
Mstep: Class 20 contains 3626 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 12609 members 
Mstep: Class 24 contains 23361 members 
Mstep: Class 25 contains 22241 members 
Mstep: Class 26 contains 4981 members 
Mstep: Class 27 contains 22145 members 
Mstep: Class 28 contains 3863 members 
Mstep: Class 29 contains 5907 members 
Mstep: Class 30 contains 4383 members 
Mstep: Class 31 contains 3408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35688604.000000 Penalty: 97482.882812
Iteration 43Q: 32 clusters Score -3.56886e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 38974 members 
Mstep: Class 6 contains 5897 members 
Mstep: Class 7 contains 7267 members 
Mstep: Class 8 contains 6768 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 18423 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 2727 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 15 contains 7593 members 
Mstep: Class 16 contains 25760 members 
Mstep: Class 17 contains 8689 members 
Mstep: Class 18 contains 19935 members 
Mstep: Class 19 contains 14455 members 
Mstep: Class 20 contains 3619 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 12641 members 
Mstep: Class 24 contains 22969 members 
Mstep: Class 25 contains 22048 members 
Mstep: Class 26 contains 4820 members 
Mstep: Class 27 contains 22200 members 
Mstep: Class 28 contains 3901 members 
Mstep: Class 29 contains 5905 members 
Mstep: Class 30 contains 4493 members 
Mstep: Class 31 contains 3469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35689524.000000 Penalty: 97482.882812
Iteration 44Q: 32 clusters Score -3.568952e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5948 members 
Mstep: Class 3 contains 3724 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 39051 members 
Mstep: Class 6 contains 5897 members 
Mstep: Class 7 contains 7237 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 10 contains 18293 members 
Mstep: Class 11 contains 8886 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 1817 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 7607 members 
Mstep: Class 16 contains 26230 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 19862 members 
Mstep: Class 19 contains 14435 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 1250 members 
Mstep: Class 23 contains 12685 members 
Mstep: Class 24 contains 22556 members 
Mstep: Class 25 contains 21868 members 
Mstep: Class 26 contains 4645 members 
Mstep: Class 27 contains 22244 members 
Mstep: Class 28 contains 3928 members 
Mstep: Class 29 contains 5902 members 
Mstep: Class 30 contains 4601 members 
Mstep: Class 31 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35690196.000000 Penalty: 97482.882812
Iteration 45Q: 32 clusters Score -3.56902e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 5942 members 
Mstep: Class 3 contains 3779 members 
Mstep: Class 4 contains 14945 members 
Mstep: Class 5 contains 39134 members 
Mstep: Class 6 contains 5894 members 
Mstep: Class 7 contains 7218 members 
Mstep: Class 8 contains 6865 members 
Mstep: Class 9 contains 9114 members 
Mstep: Class 10 contains 18183 members 
Mstep: Class 11 contains 8926 members 
Mstep: Class 12 contains 2745 members 
Mstep: Class 13 contains 1854 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 7623 members 
Mstep: Class 16 contains 26713 members 
Mstep: Class 17 contains 8791 members 
Mstep: Class 18 contains 19808 members 
Mstep: Class 19 contains 14432 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 1247 members 
Mstep: Class 23 contains 12691 members 
Mstep: Class 24 contains 22194 members 
Mstep: Class 25 contains 21712 members 
Mstep: Class 26 contains 4469 members 
Mstep: Class 27 contains 22252 members 
Mstep: Class 28 contains 3950 members 
Mstep: Class 29 contains 5892 members 
Mstep: Class 30 contains 4678 members 
Mstep: Class 31 contains 3545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35690664.000000 Penalty: 97482.882812
Iteration 46Q: 32 clusters Score -3.569066e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5938 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 14943 members 
Mstep: Class 5 contains 39218 members 
Mstep: Class 6 contains 5881 members 
Mstep: Class 7 contains 7205 members 
Mstep: Class 8 contains 6917 members 
Mstep: Class 9 contains 9129 members 
Mstep: Class 10 contains 18076 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 2751 members 
Mstep: Class 13 contains 1878 members 
Mstep: Class 14 contains 4512 members 
Mstep: Class 15 contains 7654 members 
Mstep: Class 16 contains 27159 members 
Mstep: Class 17 contains 8821 members 
Mstep: Class 18 contains 19768 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 1244 members 
Mstep: Class 23 contains 12721 members 
Mstep: Class 24 contains 21830 members 
Mstep: Class 25 contains 21569 members 
Mstep: Class 26 contains 4312 members 
Mstep: Class 27 contains 22272 members 
Mstep: Class 28 contains 3963 members 
Mstep: Class 29 contains 5883 members 
Mstep: Class 30 contains 4746 members 
Mstep: Class 31 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35691244.000000 Penalty: 97482.882812
Iteration 47Q: 32 clusters Score -3.569124e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5937 members 
Mstep: Class 3 contains 3833 members 
Mstep: Class 4 contains 14948 members 
Mstep: Class 5 contains 39306 members 
Mstep: Class 6 contains 5879 members 
Mstep: Class 7 contains 7179 members 
Mstep: Class 8 contains 6969 members 
Mstep: Class 9 contains 9134 members 
Mstep: Class 10 contains 17972 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 2752 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 7684 members 
Mstep: Class 16 contains 27560 members 
Mstep: Class 17 contains 8871 members 
Mstep: Class 18 contains 19707 members 
Mstep: Class 19 contains 14382 members 
Mstep: Class 20 contains 3608 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 1245 members 
Mstep: Class 23 contains 12755 members 
Mstep: Class 24 contains 21530 members 
Mstep: Class 25 contains 21423 members 
Mstep: Class 26 contains 4168 members 
Mstep: Class 27 contains 22310 members 
Mstep: Class 28 contains 3977 members 
Mstep: Class 29 contains 5875 members 
Mstep: Class 30 contains 4806 members 
Mstep: Class 31 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35691796.000000 Penalty: 97482.882812
Iteration 48Q: 32 clusters Score -3.56918e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 3868 members 
Mstep: Class 4 contains 14945 members 
Mstep: Class 5 contains 39389 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 7145 members 
Mstep: Class 8 contains 7010 members 
Mstep: Class 9 contains 9138 members 
Mstep: Class 10 contains 17890 members 
Mstep: Class 11 contains 9006 members 
Mstep: Class 12 contains 2752 members 
Mstep: Class 13 contains 1938 members 
Mstep: Class 14 contains 4456 members 
Mstep: Class 15 contains 7729 members 
Mstep: Class 16 contains 27812 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 19670 members 
Mstep: Class 19 contains 14320 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 1247 members 
Mstep: Class 23 contains 12775 members 
Mstep: Class 24 contains 21334 members 
Mstep: Class 25 contains 21272 members 
Mstep: Class 26 contains 4073 members 
Mstep: Class 27 contains 22340 members 
Mstep: Class 28 contains 3997 members 
Mstep: Class 29 contains 5871 members 
Mstep: Class 30 contains 4848 members 
Mstep: Class 31 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692092.000000 Penalty: 97482.882812
Iteration 49Q: 32 clusters Score -3.569209e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5918 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 14942 members 
Mstep: Class 5 contains 39415 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 7106 members 
Mstep: Class 8 contains 7071 members 
Mstep: Class 9 contains 9152 members 
Mstep: Class 10 contains 17817 members 
Mstep: Class 11 contains 9016 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 4434 members 
Mstep: Class 15 contains 7779 members 
Mstep: Class 16 contains 28003 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 19611 members 
Mstep: Class 19 contains 14274 members 
Mstep: Class 20 contains 3611 members 
Mstep: Class 21 contains 1515 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 23 contains 12799 members 
Mstep: Class 24 contains 21185 members 
Mstep: Class 25 contains 21131 members 
Mstep: Class 26 contains 4027 members 
Mstep: Class 27 contains 22369 members 
Mstep: Class 28 contains 4020 members 
Mstep: Class 29 contains 5865 members 
Mstep: Class 30 contains 4900 members 
Mstep: Class 31 contains 3607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692268.000000 Penalty: 97482.882812
Iteration 50Q: 32 clusters Score -3.569227e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 39455 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 7070 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 9161 members 
Mstep: Class 10 contains 17760 members 
Mstep: Class 11 contains 9035 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 4409 members 
Mstep: Class 15 contains 7830 members 
Mstep: Class 16 contains 28131 members 
Mstep: Class 17 contains 8981 members 
Mstep: Class 18 contains 19557 members 
Mstep: Class 19 contains 14211 members 
Mstep: Class 20 contains 3605 members 
Mstep: Class 21 contains 1516 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 12815 members 
Mstep: Class 24 contains 21080 members 
Mstep: Class 25 contains 20988 members 
Mstep: Class 26 contains 4002 members 
Mstep: Class 27 contains 22411 members 
Mstep: Class 28 contains 4041 members 
Mstep: Class 29 contains 5862 members 
Mstep: Class 30 contains 4951 members 
Mstep: Class 31 contains 3619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692336.000000 Penalty: 97482.882812
Iteration 51Q: 32 clusters Score -3.569234e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5896 members 
Mstep: Class 3 contains 3943 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 39507 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 7023 members 
Mstep: Class 8 contains 7178 members 
Mstep: Class 9 contains 9172 members 
Mstep: Class 10 contains 17718 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 2759 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 4384 members 
Mstep: Class 15 contains 7864 members 
Mstep: Class 16 contains 28220 members 
Mstep: Class 17 contains 9017 members 
Mstep: Class 18 contains 19509 members 
Mstep: Class 19 contains 14129 members 
Mstep: Class 20 contains 3600 members 
Mstep: Class 21 contains 1515 members 
Mstep: Class 22 contains 1254 members 
Mstep: Class 23 contains 12830 members 
Mstep: Class 24 contains 21001 members 
Mstep: Class 25 contains 20858 members 
Mstep: Class 26 contains 3999 members 
Mstep: Class 27 contains 22444 members 
Mstep: Class 28 contains 4068 members 
Mstep: Class 29 contains 5866 members 
Mstep: Class 30 contains 4986 members 
Mstep: Class 31 contains 3636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692624.000000 Penalty: 97482.882812
Iteration 52Q: 32 clusters Score -3.569262e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5891 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 39564 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 6988 members 
Mstep: Class 8 contains 7229 members 
Mstep: Class 9 contains 9179 members 
Mstep: Class 10 contains 17683 members 
Mstep: Class 11 contains 9056 members 
Mstep: Class 12 contains 2762 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 28274 members 
Mstep: Class 17 contains 9050 members 
Mstep: Class 18 contains 19448 members 
Mstep: Class 19 contains 14062 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 1514 members 
Mstep: Class 22 contains 1255 members 
Mstep: Class 23 contains 12827 members 
Mstep: Class 24 contains 20940 members 
Mstep: Class 25 contains 20728 members 
Mstep: Class 26 contains 4001 members 
Mstep: Class 27 contains 22483 members 
Mstep: Class 28 contains 4117 members 
Mstep: Class 29 contains 5866 members 
Mstep: Class 30 contains 5016 members 
Mstep: Class 31 contains 3643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35692928.000000 Penalty: 97482.882812
Iteration 53Q: 32 clusters Score -3.569293e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 39636 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 6940 members 
Mstep: Class 8 contains 7290 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 17649 members 
Mstep: Class 11 contains 9072 members 
Mstep: Class 12 contains 2763 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 4326 members 
Mstep: Class 15 contains 7921 members 
Mstep: Class 16 contains 28301 members 
Mstep: Class 17 contains 9076 members 
Mstep: Class 18 contains 19378 members 
Mstep: Class 19 contains 13981 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 1514 members 
Mstep: Class 22 contains 1258 members 
Mstep: Class 23 contains 12827 members 
Mstep: Class 24 contains 20874 members 
Mstep: Class 25 contains 20602 members 
Mstep: Class 26 contains 4026 members 
Mstep: Class 27 contains 22526 members 
Mstep: Class 28 contains 4174 members 
Mstep: Class 29 contains 5859 members 
Mstep: Class 30 contains 5046 members 
Mstep: Class 31 contains 3647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693180.000000 Penalty: 97482.882812
Iteration 54Q: 32 clusters Score -3.569318e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5909 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 39707 members 
Mstep: Class 6 contains 5876 members 
Mstep: Class 7 contains 6887 members 
Mstep: Class 8 contains 7359 members 
Mstep: Class 9 contains 9191 members 
Mstep: Class 10 contains 17618 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 2767 members 
Mstep: Class 13 contains 2205 members 
Mstep: Class 14 contains 4295 members 
Mstep: Class 15 contains 7936 members 
Mstep: Class 16 contains 28332 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 19252 members 
Mstep: Class 19 contains 13921 members 
Mstep: Class 20 contains 3594 members 
Mstep: Class 21 contains 1517 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 12827 members 
Mstep: Class 24 contains 20827 members 
Mstep: Class 25 contains 20491 members 
Mstep: Class 26 contains 4051 members 
Mstep: Class 27 contains 22559 members 
Mstep: Class 28 contains 4270 members 
Mstep: Class 29 contains 5849 members 
Mstep: Class 30 contains 5068 members 
Mstep: Class 31 contains 3654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35693512.000000 Penalty: 97482.882812
Iteration 55Q: 32 clusters Score -3.569351e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 39733 members 
Mstep: Class 6 contains 5887 members 
Mstep: Class 7 contains 6827 members 
Mstep: Class 8 contains 7441 members 
Mstep: Class 9 contains 9197 members 
Mstep: Class 10 contains 17598 members 
Mstep: Class 11 contains 9074 members 
Mstep: Class 12 contains 2769 members 
Mstep: Class 13 contains 2263 members 
Mstep: Class 14 contains 4252 members 
Mstep: Class 15 contains 7954 members 
Mstep: Class 16 contains 28370 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 19080 members 
Mstep: Class 19 contains 13863 members 
Mstep: Class 20 contains 3587 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 1259 members 
Mstep: Class 23 contains 12826 members 
Mstep: Class 24 contains 20800 members 
Mstep: Class 25 contains 20361 members 
Mstep: Class 26 contains 4083 members 
Mstep: Class 27 contains 22581 members 
Mstep: Class 28 contains 4453 members 
Mstep: Class 29 contains 5844 members 
Mstep: Class 30 contains 5085 members 
Mstep: Class 31 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694020.000000 Penalty: 97482.882812
Iteration 56Q: 32 clusters Score -3.569402e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 39757 members 
Mstep: Class 6 contains 5897 members 
Mstep: Class 7 contains 6767 members 
Mstep: Class 8 contains 7504 members 
Mstep: Class 9 contains 9205 members 
Mstep: Class 10 contains 17580 members 
Mstep: Class 11 contains 9065 members 
Mstep: Class 12 contains 2771 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 4212 members 
Mstep: Class 15 contains 7986 members 
Mstep: Class 16 contains 28389 members 
Mstep: Class 17 contains 9154 members 
Mstep: Class 18 contains 18857 members 
Mstep: Class 19 contains 13794 members 
Mstep: Class 20 contains 3586 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 1260 members 
Mstep: Class 23 contains 12845 members 
Mstep: Class 24 contains 20774 members 
Mstep: Class 25 contains 20232 members 
Mstep: Class 26 contains 4113 members 
Mstep: Class 27 contains 22596 members 
Mstep: Class 28 contains 4697 members 
Mstep: Class 29 contains 5840 members 
Mstep: Class 30 contains 5098 members 
Mstep: Class 31 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35694620.000000 Penalty: 97482.882812
Iteration 57Q: 32 clusters Score -3.569462e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 39784 members 
Mstep: Class 6 contains 5903 members 
Mstep: Class 7 contains 6706 members 
Mstep: Class 8 contains 7571 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 17555 members 
Mstep: Class 11 contains 9066 members 
Mstep: Class 12 contains 2772 members 
Mstep: Class 13 contains 2408 members 
Mstep: Class 14 contains 4171 members 
Mstep: Class 15 contains 8008 members 
Mstep: Class 16 contains 28374 members 
Mstep: Class 17 contains 9182 members 
Mstep: Class 18 contains 18682 members 
Mstep: Class 19 contains 13758 members 
Mstep: Class 20 contains 3582 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 1262 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 20752 members 
Mstep: Class 25 contains 20109 members 
Mstep: Class 26 contains 4153 members 
Mstep: Class 27 contains 22611 members 
Mstep: Class 28 contains 4898 members 
Mstep: Class 29 contains 5836 members 
Mstep: Class 30 contains 5111 members 
Mstep: Class 31 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35695296.000000 Penalty: 97482.882812
Iteration 58Q: 32 clusters Score -3.56953e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5878 members 
Mstep: Class 3 contains 3986 members 
Mstep: Class 4 contains 14939 members 
Mstep: Class 5 contains 39830 members 
Mstep: Class 6 contains 5904 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 8 contains 7647 members 
Mstep: Class 9 contains 9214 members 
Mstep: Class 10 contains 17528 members 
Mstep: Class 11 contains 9069 members 
Mstep: Class 12 contains 2771 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 4131 members 
Mstep: Class 15 contains 8033 members 
Mstep: Class 16 contains 28348 members 
Mstep: Class 17 contains 9199 members 
Mstep: Class 18 contains 18565 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 3580 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 1263 members 
Mstep: Class 23 contains 12873 members 
Mstep: Class 24 contains 20734 members 
Mstep: Class 25 contains 19967 members 
Mstep: Class 26 contains 4200 members 
Mstep: Class 27 contains 22614 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 5827 members 
Mstep: Class 30 contains 5131 members 
Mstep: Class 31 contains 3679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35695768.000000 Penalty: 97482.882812
Iteration 59Q: 32 clusters Score -3.569577e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5875 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 14940 members 
Mstep: Class 5 contains 39880 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 7 contains 6583 members 
Mstep: Class 8 contains 7718 members 
Mstep: Class 9 contains 9217 members 
Mstep: Class 10 contains 17510 members 
Mstep: Class 11 contains 9056 members 
Mstep: Class 12 contains 2772 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 8050 members 
Mstep: Class 16 contains 28332 members 
Mstep: Class 17 contains 9219 members 
Mstep: Class 18 contains 18481 members 
Mstep: Class 19 contains 13687 members 
Mstep: Class 20 contains 3575 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 12900 members 
Mstep: Class 24 contains 20723 members 
Mstep: Class 25 contains 19819 members 
Mstep: Class 26 contains 4227 members 
Mstep: Class 27 contains 22611 members 
Mstep: Class 28 contains 5149 members 
Mstep: Class 29 contains 5820 members 
Mstep: Class 30 contains 5157 members 
Mstep: Class 31 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35696352.000000 Penalty: 97482.882812
Iteration 60F: 32 clusters Score -3.569635e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 14938 members 
Mstep: Class 5 contains 39918 members 
Mstep: Class 6 contains 5917 members 
Mstep: Class 7 contains 6533 members 
Mstep: Class 8 contains 7793 members 
Mstep: Class 9 contains 9224 members 
Mstep: Class 10 contains 17484 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 2775 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 8063 members 
Mstep: Class 16 contains 28337 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 18358 members 
Mstep: Class 19 contains 13584 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 1265 members 
Mstep: Class 23 contains 12914 members 
Mstep: Class 24 contains 20710 members 
Mstep: Class 25 contains 19637 members 
Mstep: Class 26 contains 4238 members 
Mstep: Class 27 contains 22623 members 
Mstep: Class 28 contains 5306 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 5178 members 
Mstep: Class 31 contains 3687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35696780.000000 Penalty: 97482.882812
Iteration 61Q: 32 clusters Score -3.569678e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 14941 members 
Mstep: Class 5 contains 39962 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 6472 members 
Mstep: Class 8 contains 7861 members 
Mstep: Class 9 contains 9229 members 
Mstep: Class 10 contains 17449 members 
Mstep: Class 11 contains 9028 members 
Mstep: Class 12 contains 2774 members 
Mstep: Class 13 contains 2976 members 
Mstep: Class 14 contains 4038 members 
Mstep: Class 15 contains 8109 members 
Mstep: Class 16 contains 28319 members 
Mstep: Class 17 contains 9248 members 
Mstep: Class 18 contains 18297 members 
Mstep: Class 19 contains 13496 members 
Mstep: Class 20 contains 3559 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 1264 members 
Mstep: Class 23 contains 12934 members 
Mstep: Class 24 contains 20705 members 
Mstep: Class 25 contains 19413 members 
Mstep: Class 26 contains 4247 members 
Mstep: Class 27 contains 22642 members 
Mstep: Class 28 contains 5399 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 5194 members 
Mstep: Class 31 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35697300.000000 Penalty: 97482.882812
Iteration 62Q: 32 clusters Score -3.56973e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14941 members 
Mstep: Class 5 contains 40006 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 6417 members 
Mstep: Class 8 contains 7923 members 
Mstep: Class 9 contains 9242 members 
Mstep: Class 10 contains 17417 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 8164 members 
Mstep: Class 16 contains 28310 members 
Mstep: Class 17 contains 9274 members 
Mstep: Class 18 contains 18280 members 
Mstep: Class 19 contains 13393 members 
Mstep: Class 20 contains 3551 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 1266 members 
Mstep: Class 23 contains 12955 members 
Mstep: Class 24 contains 20702 members 
Mstep: Class 25 contains 19174 members 
Mstep: Class 26 contains 4248 members 
Mstep: Class 27 contains 22646 members 
Mstep: Class 28 contains 5450 members 
Mstep: Class 29 contains 5800 members 
Mstep: Class 30 contains 5214 members 
Mstep: Class 31 contains 3695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35697752.000000 Penalty: 97482.882812
Iteration 63Q: 32 clusters Score -3.569775e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5853 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 14941 members 
Mstep: Class 5 contains 40048 members 
Mstep: Class 6 contains 5939 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 7981 members 
Mstep: Class 9 contains 9258 members 
Mstep: Class 10 contains 17388 members 
Mstep: Class 11 contains 9046 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 3338 members 
Mstep: Class 14 contains 3968 members 
Mstep: Class 15 contains 8218 members 
Mstep: Class 16 contains 28308 members 
Mstep: Class 17 contains 9303 members 
Mstep: Class 18 contains 18261 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 3548 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 12967 members 
Mstep: Class 24 contains 20690 members 
Mstep: Class 25 contains 18963 members 
Mstep: Class 26 contains 4248 members 
Mstep: Class 27 contains 22674 members 
Mstep: Class 28 contains 5481 members 
Mstep: Class 29 contains 5790 members 
Mstep: Class 30 contains 5242 members 
Mstep: Class 31 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698128.000000 Penalty: 97482.882812
Iteration 64Q: 32 clusters Score -3.569813e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5846 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14942 members 
Mstep: Class 5 contains 40110 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 8052 members 
Mstep: Class 9 contains 9275 members 
Mstep: Class 10 contains 17349 members 
Mstep: Class 11 contains 9064 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 8281 members 
Mstep: Class 16 contains 28316 members 
Mstep: Class 17 contains 9325 members 
Mstep: Class 18 contains 18250 members 
Mstep: Class 19 contains 13211 members 
Mstep: Class 20 contains 3540 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 12972 members 
Mstep: Class 24 contains 20682 members 
Mstep: Class 25 contains 18739 members 
Mstep: Class 26 contains 4261 members 
Mstep: Class 27 contains 22716 members 
Mstep: Class 28 contains 5499 members 
Mstep: Class 29 contains 5782 members 
Mstep: Class 30 contains 5262 members 
Mstep: Class 31 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698464.000000 Penalty: 97482.882812
Iteration 65Q: 32 clusters Score -3.569846e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5847 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 14941 members 
Mstep: Class 5 contains 40167 members 
Mstep: Class 6 contains 5937 members 
Mstep: Class 7 contains 6190 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 9283 members 
Mstep: Class 10 contains 17318 members 
Mstep: Class 11 contains 9066 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 3926 members 
Mstep: Class 15 contains 8323 members 
Mstep: Class 16 contains 28327 members 
Mstep: Class 17 contains 9341 members 
Mstep: Class 18 contains 18234 members 
Mstep: Class 19 contains 13116 members 
Mstep: Class 20 contains 3526 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 1270 members 
Mstep: Class 23 contains 12979 members 
Mstep: Class 24 contains 20680 members 
Mstep: Class 25 contains 18566 members 
Mstep: Class 26 contains 4270 members 
Mstep: Class 27 contains 22769 members 
Mstep: Class 28 contains 5507 members 
Mstep: Class 29 contains 5780 members 
Mstep: Class 30 contains 5293 members 
Mstep: Class 31 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35698820.000000 Penalty: 97482.882812
Iteration 66Q: 32 clusters Score -3.569882e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5834 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14941 members 
Mstep: Class 5 contains 40198 members 
Mstep: Class 6 contains 5943 members 
Mstep: Class 7 contains 6086 members 
Mstep: Class 8 contains 8179 members 
Mstep: Class 9 contains 9296 members 
Mstep: Class 10 contains 17289 members 
Mstep: Class 11 contains 9068 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 14 contains 3918 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 16 contains 28365 members 
Mstep: Class 17 contains 9356 members 
Mstep: Class 18 contains 18226 members 
Mstep: Class 19 contains 13036 members 
Mstep: Class 20 contains 3513 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 20678 members 
Mstep: Class 25 contains 18387 members 
Mstep: Class 26 contains 4265 members 
Mstep: Class 27 contains 22809 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 5318 members 
Mstep: Class 31 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699360.000000 Penalty: 97482.882812
Iteration 67Q: 32 clusters Score -3.569936e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5827 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14943 members 
Mstep: Class 5 contains 40230 members 
Mstep: Class 6 contains 5932 members 
Mstep: Class 7 contains 5978 members 
Mstep: Class 8 contains 8244 members 
Mstep: Class 9 contains 9302 members 
Mstep: Class 10 contains 17256 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 3884 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 28367 members 
Mstep: Class 17 contains 9376 members 
Mstep: Class 18 contains 18228 members 
Mstep: Class 19 contains 12950 members 
Mstep: Class 20 contains 3502 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 13009 members 
Mstep: Class 24 contains 20682 members 
Mstep: Class 25 contains 18226 members 
Mstep: Class 26 contains 4286 members 
Mstep: Class 27 contains 22873 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 5341 members 
Mstep: Class 31 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35699892.000000 Penalty: 97482.882812
Iteration 68Q: 32 clusters Score -3.569989e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14946 members 
Mstep: Class 5 contains 40284 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 5849 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 9312 members 
Mstep: Class 10 contains 17231 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 3997 members 
Mstep: Class 14 contains 3897 members 
Mstep: Class 15 contains 8449 members 
Mstep: Class 16 contains 28349 members 
Mstep: Class 17 contains 9382 members 
Mstep: Class 18 contains 18218 members 
Mstep: Class 19 contains 12856 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 1269 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 20688 members 
Mstep: Class 25 contains 18082 members 
Mstep: Class 26 contains 4369 members 
Mstep: Class 27 contains 22942 members 
Mstep: Class 28 contains 5516 members 
Mstep: Class 29 contains 5745 members 
Mstep: Class 30 contains 5364 members 
Mstep: Class 31 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700260.000000 Penalty: 97482.882812
Iteration 69Q: 32 clusters Score -3.570026e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5812 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 14950 members 
Mstep: Class 5 contains 40315 members 
Mstep: Class 6 contains 5951 members 
Mstep: Class 7 contains 5726 members 
Mstep: Class 8 contains 8370 members 
Mstep: Class 9 contains 9322 members 
Mstep: Class 10 contains 17204 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 4086 members 
Mstep: Class 14 contains 3876 members 
Mstep: Class 15 contains 8499 members 
Mstep: Class 16 contains 28292 members 
Mstep: Class 17 contains 9391 members 
Mstep: Class 18 contains 18210 members 
Mstep: Class 19 contains 12764 members 
Mstep: Class 20 contains 3480 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 12994 members 
Mstep: Class 24 contains 20695 members 
Mstep: Class 25 contains 17980 members 
Mstep: Class 26 contains 4482 members 
Mstep: Class 27 contains 23005 members 
Mstep: Class 28 contains 5523 members 
Mstep: Class 29 contains 5732 members 
Mstep: Class 30 contains 5383 members 
Mstep: Class 31 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700540.000000 Penalty: 97482.882812
Iteration 70Q: 32 clusters Score -3.570054e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5802 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 14950 members 
Mstep: Class 5 contains 40348 members 
Mstep: Class 6 contains 5953 members 
Mstep: Class 7 contains 5603 members 
Mstep: Class 8 contains 8416 members 
Mstep: Class 9 contains 9335 members 
Mstep: Class 10 contains 17186 members 
Mstep: Class 11 contains 9083 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 3861 members 
Mstep: Class 15 contains 8538 members 
Mstep: Class 16 contains 28233 members 
Mstep: Class 17 contains 9396 members 
Mstep: Class 18 contains 18195 members 
Mstep: Class 19 contains 12679 members 
Mstep: Class 20 contains 3468 members 
Mstep: Class 21 contains 1525 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 12999 members 
Mstep: Class 24 contains 20697 members 
Mstep: Class 25 contains 17864 members 
Mstep: Class 26 contains 4607 members 
Mstep: Class 27 contains 23067 members 
Mstep: Class 28 contains 5538 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 5403 members 
Mstep: Class 31 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700676.000000 Penalty: 97482.882812
Iteration 71Q: 32 clusters Score -3.570068e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5793 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 40393 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 5462 members 
Mstep: Class 8 contains 8456 members 
Mstep: Class 9 contains 9338 members 
Mstep: Class 10 contains 17167 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 4275 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 8585 members 
Mstep: Class 16 contains 28183 members 
Mstep: Class 17 contains 9408 members 
Mstep: Class 18 contains 18177 members 
Mstep: Class 19 contains 12585 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 12996 members 
Mstep: Class 24 contains 20705 members 
Mstep: Class 25 contains 17764 members 
Mstep: Class 26 contains 4755 members 
Mstep: Class 27 contains 23114 members 
Mstep: Class 28 contains 5550 members 
Mstep: Class 29 contains 5715 members 
Mstep: Class 30 contains 5416 members 
Mstep: Class 31 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35700980.000000 Penalty: 97482.882812
Iteration 72Q: 32 clusters Score -3.570098e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5782 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14954 members 
Mstep: Class 5 contains 40416 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 5319 members 
Mstep: Class 8 contains 8502 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 10 contains 17147 members 
Mstep: Class 11 contains 9063 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 4382 members 
Mstep: Class 14 contains 3835 members 
Mstep: Class 15 contains 8628 members 
Mstep: Class 16 contains 28150 members 
Mstep: Class 17 contains 9409 members 
Mstep: Class 18 contains 18136 members 
Mstep: Class 19 contains 12505 members 
Mstep: Class 20 contains 3446 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 12985 members 
Mstep: Class 24 contains 20716 members 
Mstep: Class 25 contains 17671 members 
Mstep: Class 26 contains 4894 members 
Mstep: Class 27 contains 23156 members 
Mstep: Class 28 contains 5557 members 
Mstep: Class 29 contains 5706 members 
Mstep: Class 30 contains 5439 members 
Mstep: Class 31 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701360.000000 Penalty: 97482.882812
Iteration 73Q: 32 clusters Score -3.570136e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5776 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40456 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 5142 members 
Mstep: Class 8 contains 8542 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 10 contains 17129 members 
Mstep: Class 11 contains 9047 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 4485 members 
Mstep: Class 14 contains 3822 members 
Mstep: Class 15 contains 8645 members 
Mstep: Class 16 contains 28113 members 
Mstep: Class 17 contains 9415 members 
Mstep: Class 18 contains 18116 members 
Mstep: Class 19 contains 12417 members 
Mstep: Class 20 contains 3442 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 12995 members 
Mstep: Class 24 contains 20724 members 
Mstep: Class 25 contains 17571 members 
Mstep: Class 26 contains 5063 members 
Mstep: Class 27 contains 23190 members 
Mstep: Class 28 contains 5566 members 
Mstep: Class 29 contains 5694 members 
Mstep: Class 30 contains 5458 members 
Mstep: Class 31 contains 3744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35701828.000000 Penalty: 97482.882812
Iteration 74Q: 32 clusters Score -3.570183e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5764 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 40487 members 
Mstep: Class 6 contains 5987 members 
Mstep: Class 7 contains 4980 members 
Mstep: Class 8 contains 8562 members 
Mstep: Class 9 contains 9358 members 
Mstep: Class 10 contains 17102 members 
Mstep: Class 11 contains 9035 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 4602 members 
Mstep: Class 14 contains 3814 members 
Mstep: Class 15 contains 8676 members 
Mstep: Class 16 contains 28075 members 
Mstep: Class 17 contains 9420 members 
Mstep: Class 18 contains 18078 members 
Mstep: Class 19 contains 12348 members 
Mstep: Class 20 contains 3436 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 1274 members 
Mstep: Class 23 contains 13006 members 
Mstep: Class 24 contains 20729 members 
Mstep: Class 25 contains 17460 members 
Mstep: Class 26 contains 5224 members 
Mstep: Class 27 contains 23244 members 
Mstep: Class 28 contains 5576 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 5483 members 
Mstep: Class 31 contains 3748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35702696.000000 Penalty: 97482.882812
Iteration 75Q: 32 clusters Score -3.57027e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 40510 members 
Mstep: Class 6 contains 5998 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 8595 members 
Mstep: Class 9 contains 9360 members 
Mstep: Class 10 contains 17069 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 4744 members 
Mstep: Class 14 contains 3807 members 
Mstep: Class 15 contains 8700 members 
Mstep: Class 16 contains 28052 members 
Mstep: Class 17 contains 9432 members 
Mstep: Class 18 contains 18035 members 
Mstep: Class 19 contains 12277 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 1529 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 13006 members 
Mstep: Class 24 contains 20732 members 
Mstep: Class 25 contains 17328 members 
Mstep: Class 26 contains 5362 members 
Mstep: Class 27 contains 23298 members 
Mstep: Class 28 contains 5576 members 
Mstep: Class 29 contains 5678 members 
Mstep: Class 30 contains 5513 members 
Mstep: Class 31 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703288.000000 Penalty: 97482.882812
Iteration 76Q: 32 clusters Score -3.570329e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5729 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 14964 members 
Mstep: Class 5 contains 40540 members 
Mstep: Class 6 contains 6006 members 
Mstep: Class 7 contains 4769 members 
Mstep: Class 8 contains 8633 members 
Mstep: Class 9 contains 9370 members 
Mstep: Class 10 contains 17032 members 
Mstep: Class 11 contains 9011 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 4894 members 
Mstep: Class 14 contains 3800 members 
Mstep: Class 15 contains 8721 members 
Mstep: Class 16 contains 28012 members 
Mstep: Class 17 contains 9449 members 
Mstep: Class 18 contains 18001 members 
Mstep: Class 19 contains 12202 members 
Mstep: Class 20 contains 3426 members 
Mstep: Class 21 contains 1530 members 
Mstep: Class 22 contains 1272 members 
Mstep: Class 23 contains 13023 members 
Mstep: Class 24 contains 20734 members 
Mstep: Class 25 contains 17176 members 
Mstep: Class 26 contains 5427 members 
Mstep: Class 27 contains 23349 members 
Mstep: Class 28 contains 5572 members 
Mstep: Class 29 contains 5672 members 
Mstep: Class 30 contains 5539 members 
Mstep: Class 31 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703328.000000 Penalty: 97482.882812
Iteration 77Q: 32 clusters Score -3.570333e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 4053 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40580 members 
Mstep: Class 6 contains 6008 members 
Mstep: Class 7 contains 4745 members 
Mstep: Class 8 contains 8671 members 
Mstep: Class 9 contains 9378 members 
Mstep: Class 10 contains 16999 members 
Mstep: Class 11 contains 9004 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 5063 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 8738 members 
Mstep: Class 16 contains 27967 members 
Mstep: Class 17 contains 9466 members 
Mstep: Class 18 contains 17976 members 
Mstep: Class 19 contains 12126 members 
Mstep: Class 20 contains 3423 members 
Mstep: Class 21 contains 1531 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 13040 members 
Mstep: Class 24 contains 20748 members 
Mstep: Class 25 contains 17015 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 23398 members 
Mstep: Class 28 contains 5574 members 
Mstep: Class 29 contains 5661 members 
Mstep: Class 30 contains 5556 members 
Mstep: Class 31 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35703448.000000 Penalty: 97482.882812
Iteration 78Q: 32 clusters Score -3.570345e+07 nChanged 747
Entering ConstructFrom: 
Score: -35703448.000000 Penalty: 97482.882812
Entering ConstructFrom: 
Trying to split cluster 1 (6755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Entering Unmasked Estep 
Score: -602481.375000 Penalty: 2186.873535
	Iteration 0F: 2 clusters Score -602481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -596848.500000 Penalty: 4373.747070
	Iteration 0F: 3 clusters Score -596848.5 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -598424.187500 Penalty: 4373.747070
	Iteration 1F: 3 clusters Score -598424.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -598732.375000 Penalty: 4373.747070
	Iteration 2F: 3 clusters Score -598732.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -598944.625000 Penalty: 4373.747070
	Iteration 3F: 3 clusters Score -598944.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -599113.312500 Penalty: 4373.747070
	Iteration 4Q: 3 clusters Score -599113.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -599259.125000 Penalty: 4373.747070
	Iteration 5Q: 3 clusters Score -599259.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -599395.250000 Penalty: 4373.747070
	Iteration 6Q: 3 clusters Score -599395.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -599519.250000 Penalty: 4373.747070
	Iteration 7Q: 3 clusters Score -599519.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -599655.250000 Penalty: 4373.747070
	Iteration 8Q: 3 clusters Score -599655.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -599785.937500 Penalty: 4373.747070
	Iteration 9Q: 3 clusters Score -599785.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -599882.687500 Penalty: 4373.747070
	Iteration 10Q: 3 clusters Score -599882.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -599954.062500 Penalty: 4373.747070
	Iteration 11Q: 3 clusters Score -599954.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -600016.250000 Penalty: 4373.747070
	Iteration 12Q: 3 clusters Score -600016.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -600057.062500 Penalty: 4373.747070
	Iteration 13Q: 3 clusters Score -600057.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -600107.187500 Penalty: 4373.747070
	Iteration 14Q: 3 clusters Score -600107.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -600163.750000 Penalty: 4373.747070
	Iteration 15Q: 3 clusters Score -600163.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -600219.000000 Penalty: 4373.747070
	Iteration 16Q: 3 clusters Score -600219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -600259.875000 Penalty: 4373.747070
	Iteration 17Q: 3 clusters Score -600259.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -600297.937500 Penalty: 4373.747070
	Iteration 18Q: 3 clusters Score -600297.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -600333.312500 Penalty: 4373.747070
	Iteration 19Q: 3 clusters Score -600333.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -600364.500000 Penalty: 4373.747070
	Iteration 20F: 3 clusters Score -600364.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -600392.312500 Penalty: 4373.747070
	Iteration 21Q: 3 clusters Score -600392.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -600429.875000 Penalty: 4373.747070
	Iteration 22Q: 3 clusters Score -600429.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -600462.750000 Penalty: 4373.747070
	Iteration 23Q: 3 clusters Score -600462.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -600494.562500 Penalty: 4373.747070
	Iteration 24Q: 3 clusters Score -600494.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -600516.250000 Penalty: 4373.747070
	Iteration 25Q: 3 clusters Score -600516.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -600534.562500 Penalty: 4373.747070
	Iteration 26Q: 3 clusters Score -600534.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -600552.562500 Penalty: 4373.747070
	Iteration 27Q: 3 clusters Score -600552.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -600568.000000 Penalty: 4373.747070
	Iteration 28Q: 3 clusters Score -600568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -600580.687500 Penalty: 4373.747070
	Iteration 29Q: 3 clusters Score -600580.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -600592.125000 Penalty: 4373.747070
	Iteration 30Q: 3 clusters Score -600592.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -600598.125000 Penalty: 4373.747070
	Iteration 31Q: 3 clusters Score -600598.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -600603.000000 Penalty: 4373.747070
	Iteration 32Q: 3 clusters Score -600603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -600606.625000 Penalty: 4373.747070
	Iteration 33Q: 3 clusters Score -600606.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -600608.750000 Penalty: 4373.747070
	Iteration 34Q: 3 clusters Score -600608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -600613.500000 Penalty: 4373.747070
	Iteration 35Q: 3 clusters Score -600613.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -600615.937500 Penalty: 4373.747070
	Iteration 36Q: 3 clusters Score -600615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -600616.625000 Penalty: 4373.747070
	Iteration 37Q: 3 clusters Score -600616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -600617.937500 Penalty: 4373.747070
	Iteration 38Q: 3 clusters Score -600617.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -600617.687500 Penalty: 4373.747070
	Iteration 39Q: 3 clusters Score -600617.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -600618.500000 Penalty: 4373.747070
	Iteration 40F: 3 clusters Score -600618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Entering Unmasked Estep 
Score: -558061.062500 Penalty: 2144.758789
	Iteration 0F: 2 clusters Score -558061.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -553086.625000 Penalty: 4289.517578
	Iteration 0F: 3 clusters Score -553086.6 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -554352.687500 Penalty: 4289.517578
	Iteration 1F: 3 clusters Score -554352.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -554649.812500 Penalty: 4289.517578
	Iteration 2F: 3 clusters Score -554649.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -554902.562500 Penalty: 4289.517578
	Iteration 3F: 3 clusters Score -554902.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -555129.750000 Penalty: 4289.517578
	Iteration 4F: 3 clusters Score -555129.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -555330.562500 Penalty: 4289.517578
	Iteration 5Q: 3 clusters Score -555330.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -555492.562500 Penalty: 4289.517578
	Iteration 6Q: 3 clusters Score -555492.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -555668.250000 Penalty: 4289.517578
	Iteration 7Q: 3 clusters Score -555668.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -555838.500000 Penalty: 4289.517578
	Iteration 8Q: 3 clusters Score -555838.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -555965.312500 Penalty: 4289.517578
	Iteration 9Q: 3 clusters Score -555965.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -556097.500000 Penalty: 4289.517578
	Iteration 10Q: 3 clusters Score -556097.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -556221.625000 Penalty: 4289.517578
	Iteration 11Q: 3 clusters Score -556221.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -556310.812500 Penalty: 4289.517578
	Iteration 12Q: 3 clusters Score -556310.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -556381.937500 Penalty: 4289.517578
	Iteration 13Q: 3 clusters Score -556381.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -556433.000000 Penalty: 4289.517578
	Iteration 14Q: 3 clusters Score -556433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -556473.625000 Penalty: 4289.517578
	Iteration 15Q: 3 clusters Score -556473.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -556500.625000 Penalty: 4289.517578
	Iteration 16Q: 3 clusters Score -556500.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -556521.937500 Penalty: 4289.517578
	Iteration 17Q: 3 clusters Score -556521.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -556540.875000 Penalty: 4289.517578
	Iteration 18Q: 3 clusters Score -556540.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -556550.375000 Penalty: 4289.517578
	Iteration 19Q: 3 clusters Score -556550.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -556557.000000 Penalty: 4289.517578
	Iteration 20F: 3 clusters Score -556557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -556564.750000 Penalty: 4289.517578
	Iteration 21Q: 3 clusters Score -556564.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -556567.875000 Penalty: 4289.517578
	Iteration 22Q: 3 clusters Score -556567.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -556572.062500 Penalty: 4289.517578
	Iteration 23Q: 3 clusters Score -556572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -556577.312500 Penalty: 4289.517578
	Iteration 24Q: 3 clusters Score -556577.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -556581.500000 Penalty: 4289.517578
	Iteration 25Q: 3 clusters Score -556581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -556583.437500 Penalty: 4289.517578
	Iteration 26Q: 3 clusters Score -556583.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -556587.125000 Penalty: 4289.517578
	Iteration 27Q: 3 clusters Score -556587.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -556588.437500 Penalty: 4289.517578
	Iteration 28Q: 3 clusters Score -556588.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -556591.625000 Penalty: 4289.517578
	Iteration 29Q: 3 clusters Score -556591.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -556594.687500 Penalty: 4289.517578
	Iteration 30Q: 3 clusters Score -556594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -556597.687500 Penalty: 4289.517578
	Iteration 31Q: 3 clusters Score -556597.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -556600.750000 Penalty: 4289.517578
	Iteration 32Q: 3 clusters Score -556600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -556600.562500 Penalty: 4289.517578
	Iteration 33Q: 3 clusters Score -556600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -556600.562500 Penalty: 4289.517578
	Iteration 34Q: 3 clusters Score -556600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -556602.562500 Penalty: 4289.517578
	Iteration 35Q: 3 clusters Score -556602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -556603.437500 Penalty: 4289.517578
	Iteration 36Q: 3 clusters Score -556603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -556603.187500 Penalty: 4289.517578
	Iteration 37Q: 3 clusters Score -556603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -556604.062500 Penalty: 4289.517578
	Iteration 38Q: 3 clusters Score -556604.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -556604.437500 Penalty: 4289.517578
	Iteration 39Q: 3 clusters Score -556604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -556604.437500 Penalty: 4289.517578
	Iteration 40F: 3 clusters Score -556604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -440953.812500 Penalty: 2060.005127
	Iteration 0F: 2 clusters Score -440953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -437091.781250 Penalty: 4120.010254
	Iteration 0F: 3 clusters Score -437091.8 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -438121.781250 Penalty: 4120.010254
	Iteration 1F: 3 clusters Score -438121.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -438455.468750 Penalty: 4120.010254
	Iteration 2F: 3 clusters Score -438455.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -438710.000000 Penalty: 4120.010254
	Iteration 3F: 3 clusters Score -438710 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -438930.031250 Penalty: 4120.010254
	Iteration 4F: 3 clusters Score -438930 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -439097.218750 Penalty: 4120.010254
	Iteration 5Q: 3 clusters Score -439097.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -439247.843750 Penalty: 4120.010254
	Iteration 6Q: 3 clusters Score -439247.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -439372.281250 Penalty: 4120.010254
	Iteration 7Q: 3 clusters Score -439372.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -439451.062500 Penalty: 4120.010254
	Iteration 8Q: 3 clusters Score -439451.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -439514.718750 Penalty: 4120.010254
	Iteration 9Q: 3 clusters Score -439514.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -439569.843750 Penalty: 4120.010254
	Iteration 10Q: 3 clusters Score -439569.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -439618.437500 Penalty: 4120.010254
	Iteration 11Q: 3 clusters Score -439618.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -439656.062500 Penalty: 4120.010254
	Iteration 12Q: 3 clusters Score -439656.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -439701.000000 Penalty: 4120.010254
	Iteration 13Q: 3 clusters Score -439701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -439736.500000 Penalty: 4120.010254
	Iteration 14Q: 3 clusters Score -439736.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -439764.312500 Penalty: 4120.010254
	Iteration 15Q: 3 clusters Score -439764.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -439789.562500 Penalty: 4120.010254
	Iteration 16Q: 3 clusters Score -439789.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -439808.562500 Penalty: 4120.010254
	Iteration 17Q: 3 clusters Score -439808.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -439826.843750 Penalty: 4120.010254
	Iteration 18Q: 3 clusters Score -439826.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -439839.062500 Penalty: 4120.010254
	Iteration 19Q: 3 clusters Score -439839.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -439847.906250 Penalty: 4120.010254
	Iteration 20F: 3 clusters Score -439847.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -439854.812500 Penalty: 4120.010254
	Iteration 21Q: 3 clusters Score -439854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -439859.531250 Penalty: 4120.010254
	Iteration 22Q: 3 clusters Score -439859.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -439865.437500 Penalty: 4120.010254
	Iteration 23Q: 3 clusters Score -439865.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -439870.343750 Penalty: 4120.010254
	Iteration 24Q: 3 clusters Score -439870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -439872.218750 Penalty: 4120.010254
	Iteration 25Q: 3 clusters Score -439872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -439873.187500 Penalty: 4120.010254
	Iteration 26Q: 3 clusters Score -439873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -439873.968750 Penalty: 4120.010254
	Iteration 27Q: 3 clusters Score -439874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -439874.906250 Penalty: 4120.010254
	Iteration 28Q: 3 clusters Score -439874.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -439874.906250 Penalty: 4120.010254
	Iteration 29F: 3 clusters Score -439874.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Entering Unmasked Estep 
Score: -1808099.375000 Penalty: 2384.090576
	Iteration 0F: 2 clusters Score -1808099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1797326.000000 Penalty: 4768.181152
	Iteration 0F: 3 clusters Score -1797326 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1800935.000000 Penalty: 4768.181152
	Iteration 1F: 3 clusters Score -1800935 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1801613.625000 Penalty: 4768.181152
	Iteration 2F: 3 clusters Score -1801614 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1802492.500000 Penalty: 4768.181152
	Iteration 3F: 3 clusters Score -1802492 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1803378.375000 Penalty: 4768.181152
	Iteration 4F: 3 clusters Score -1803378 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1804144.375000 Penalty: 4768.181152
	Iteration 5F: 3 clusters Score -1804144 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1804811.375000 Penalty: 4768.181152
	Iteration 6F: 3 clusters Score -1804811 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1805370.250000 Penalty: 4768.181152
	Iteration 7F: 3 clusters Score -1805370 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1805826.500000 Penalty: 4768.181152
	Iteration 8Q: 3 clusters Score -1805826 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1806199.750000 Penalty: 4768.181152
	Iteration 9Q: 3 clusters Score -1806200 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1806531.375000 Penalty: 4768.181152
	Iteration 10Q: 3 clusters Score -1806531 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1806819.125000 Penalty: 4768.181152
	Iteration 11Q: 3 clusters Score -1806819 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1807038.375000 Penalty: 4768.181152
	Iteration 12Q: 3 clusters Score -1807038 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1807210.250000 Penalty: 4768.181152
	Iteration 13Q: 3 clusters Score -1807210 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1807329.625000 Penalty: 4768.181152
	Iteration 14Q: 3 clusters Score -1807330 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1807385.000000 Penalty: 4768.181152
	Iteration 15Q: 3 clusters Score -1807385 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1807418.000000 Penalty: 4768.181152
	Iteration 16Q: 3 clusters Score -1807418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1807431.625000 Penalty: 4768.181152
	Iteration 17Q: 3 clusters Score -1807432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1807448.625000 Penalty: 4768.181152
	Iteration 18Q: 3 clusters Score -1807449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1807455.000000 Penalty: 4768.181152
	Iteration 19Q: 3 clusters Score -1807455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1807461.250000 Penalty: 4768.181152
	Iteration 20F: 3 clusters Score -1807461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1807464.250000 Penalty: 4768.181152
	Iteration 21Q: 3 clusters Score -1807464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1807466.625000 Penalty: 4768.181152
	Iteration 22Q: 3 clusters Score -1807467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1807470.750000 Penalty: 4768.181152
	Iteration 23Q: 3 clusters Score -1807471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1807474.375000 Penalty: 4768.181152
	Iteration 24Q: 3 clusters Score -1807474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1807476.750000 Penalty: 4768.181152
	Iteration 25Q: 3 clusters Score -1807477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1807474.125000 Penalty: 4768.181152
	Iteration 26Q: 3 clusters Score -1807474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1807474.125000 Penalty: 4768.181152
	Iteration 27F: 3 clusters Score -1807474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Entering Unmasked Estep 
Score: -4490999.000000 Penalty: 2631.718994
	Iteration 0F: 2 clusters Score -4490999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4463354.000000 Penalty: 5263.437988
	Iteration 0F: 3 clusters Score -4463354 nChanged 18620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4473492.500000 Penalty: 5263.437988
	Iteration 1F: 3 clusters Score -4473492 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -4474340.000000 Penalty: 5263.437988
	Iteration 2F: 3 clusters Score -4474340 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4475322.000000 Penalty: 5263.437988
	Iteration 3F: 3 clusters Score -4475322 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4476462.500000 Penalty: 5263.437988
	Iteration 4F: 3 clusters Score -4476462 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4477875.000000 Penalty: 5263.437988
	Iteration 5F: 3 clusters Score -4477875 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4479557.500000 Penalty: 5263.437988
	Iteration 6F: 3 clusters Score -4479558 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4481274.000000 Penalty: 5263.437988
	Iteration 7F: 3 clusters Score -4481274 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4482853.000000 Penalty: 5263.437988
	Iteration 8F: 3 clusters Score -4482853 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4484073.000000 Penalty: 5263.437988
	Iteration 9F: 3 clusters Score -4484073 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4484933.500000 Penalty: 5263.437988
	Iteration 10Q: 3 clusters Score -4484934 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -4485437.500000 Penalty: 5263.437988
	Iteration 11Q: 3 clusters Score -4485438 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4485718.000000 Penalty: 5263.437988
	Iteration 12Q: 3 clusters Score -4485718 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -4485916.500000 Penalty: 5263.437988
	Iteration 13Q: 3 clusters Score -4485916 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4486053.000000 Penalty: 5263.437988
	Iteration 14Q: 3 clusters Score -4486053 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4486178.500000 Penalty: 5263.437988
	Iteration 15Q: 3 clusters Score -4486178 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -4486280.000000 Penalty: 5263.437988
	Iteration 16Q: 3 clusters Score -4486280 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -4486348.000000 Penalty: 5263.437988
	Iteration 17Q: 3 clusters Score -4486348 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4486405.000000 Penalty: 5263.437988
	Iteration 18Q: 3 clusters Score -4486405 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4486454.500000 Penalty: 5263.437988
	Iteration 19Q: 3 clusters Score -4486454 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -4486472.000000 Penalty: 5263.437988
	Iteration 20F: 3 clusters Score -4486472 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4486507.500000 Penalty: 5263.437988
	Iteration 21Q: 3 clusters Score -4486508 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -4486554.500000 Penalty: 5263.437988
	Iteration 22Q: 3 clusters Score -4486554 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -4486611.500000 Penalty: 5263.437988
	Iteration 23Q: 3 clusters Score -4486612 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -4486638.500000 Penalty: 5263.437988
	Iteration 24Q: 3 clusters Score -4486638 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4486685.000000 Penalty: 5263.437988
	Iteration 25Q: 3 clusters Score -4486685 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4486713.000000 Penalty: 5263.437988
	Iteration 26Q: 3 clusters Score -4486713 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4486743.000000 Penalty: 5263.437988
	Iteration 27Q: 3 clusters Score -4486743 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4486751.500000 Penalty: 5263.437988
	Iteration 28Q: 3 clusters Score -4486752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -4486785.000000 Penalty: 5263.437988
	Iteration 29Q: 3 clusters Score -4486785 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4486823.000000 Penalty: 5263.437988
	Iteration 30Q: 3 clusters Score -4486823 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -4486850.500000 Penalty: 5263.437988
	Iteration 31Q: 3 clusters Score -4486850 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4486878.500000 Penalty: 5263.437988
	Iteration 32Q: 3 clusters Score -4486878 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4486894.500000 Penalty: 5263.437988
	Iteration 33Q: 3 clusters Score -4486894 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4486942.000000 Penalty: 5263.437988
	Iteration 34Q: 3 clusters Score -4486942 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4486983.500000 Penalty: 5263.437988
	Iteration 35Q: 3 clusters Score -4486984 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -4487034.500000 Penalty: 5263.437988
	Iteration 36Q: 3 clusters Score -4487034 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4487066.500000 Penalty: 5263.437988
	Iteration 37Q: 3 clusters Score -4487066 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4487099.500000 Penalty: 5263.437988
	Iteration 38Q: 3 clusters Score -4487100 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -4487152.500000 Penalty: 5263.437988
	Iteration 39Q: 3 clusters Score -4487152 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -4487233.500000 Penalty: 5263.437988
	Iteration 40F: 3 clusters Score -4487234 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4487284.500000 Penalty: 5263.437988
	Iteration 41Q: 3 clusters Score -4487284 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -4487373.500000 Penalty: 5263.437988
	Iteration 42Q: 3 clusters Score -4487374 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -4487455.000000 Penalty: 5263.437988
	Iteration 43Q: 3 clusters Score -4487455 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4487538.000000 Penalty: 5263.437988
	Iteration 44Q: 3 clusters Score -4487538 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -4487662.500000 Penalty: 5263.437988
	Iteration 45Q: 3 clusters Score -4487662 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -4487816.500000 Penalty: 5263.437988
	Iteration 46Q: 3 clusters Score -4487816 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -4487944.000000 Penalty: 5263.437988
	Iteration 47Q: 3 clusters Score -4487944 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -4488043.500000 Penalty: 5263.437988
	Iteration 48Q: 3 clusters Score -4488044 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4488193.500000 Penalty: 5263.437988
	Iteration 49Q: 3 clusters Score -4488194 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -4488334.000000 Penalty: 5263.437988
	Iteration 50Q: 3 clusters Score -4488334 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -4488481.500000 Penalty: 5263.437988
	Iteration 51Q: 3 clusters Score -4488482 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -4488586.000000 Penalty: 5263.437988
	Iteration 52Q: 3 clusters Score -4488586 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4488715.000000 Penalty: 5263.437988
	Iteration 53Q: 3 clusters Score -4488715 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4488815.000000 Penalty: 5263.437988
	Iteration 54Q: 3 clusters Score -4488815 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4488910.500000 Penalty: 5263.437988
	Iteration 55Q: 3 clusters Score -4488910 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4489016.000000 Penalty: 5263.437988
	Iteration 56Q: 3 clusters Score -4489016 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -4489130.500000 Penalty: 5263.437988
	Iteration 57Q: 3 clusters Score -4489130 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4489255.000000 Penalty: 5263.437988
	Iteration 58Q: 3 clusters Score -4489255 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4489348.000000 Penalty: 5263.437988
	Iteration 59Q: 3 clusters Score -4489348 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4489427.000000 Penalty: 5263.437988
	Iteration 60F: 3 clusters Score -4489427 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4489475.500000 Penalty: 5263.437988
	Iteration 61Q: 3 clusters Score -4489476 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4489545.000000 Penalty: 5263.437988
	Iteration 62Q: 3 clusters Score -4489545 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4489607.000000 Penalty: 5263.437988
	Iteration 63Q: 3 clusters Score -4489607 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4489665.000000 Penalty: 5263.437988
	Iteration 64Q: 3 clusters Score -4489665 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4489730.000000 Penalty: 5263.437988
	Iteration 65Q: 3 clusters Score -4489730 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4489794.500000 Penalty: 5263.437988
	Iteration 66Q: 3 clusters Score -4489794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4489850.500000 Penalty: 5263.437988
	Iteration 67Q: 3 clusters Score -4489850 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4489910.500000 Penalty: 5263.437988
	Iteration 68Q: 3 clusters Score -4489910 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4489952.500000 Penalty: 5263.437988
	Iteration 69Q: 3 clusters Score -4489952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4489999.000000 Penalty: 5263.437988
	Iteration 70Q: 3 clusters Score -4489999 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4490018.000000 Penalty: 5263.437988
	Iteration 71Q: 3 clusters Score -4490018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4490028.000000 Penalty: 5263.437988
	Iteration 72Q: 3 clusters Score -4490028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4490026.000000 Penalty: 5263.437988
	Iteration 73Q: 3 clusters Score -4490026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4490030.000000 Penalty: 5263.437988
	Iteration 74Q: 3 clusters Score -4490030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4490033.000000 Penalty: 5263.437988
	Iteration 75Q: 3 clusters Score -4490033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4490033.000000 Penalty: 5263.437988
	Iteration 76Q: 3 clusters Score -4490033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4490038.000000 Penalty: 5263.437988
	Iteration 77Q: 3 clusters Score -4490038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4490035.500000 Penalty: 5263.437988
	Iteration 78Q: 3 clusters Score -4490036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -4490032.500000 Penalty: 5263.437988
	Iteration 79Q: 3 clusters Score -4490032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4490031.500000 Penalty: 5263.437988
	Iteration 80F: 3 clusters Score -4490032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4490030.500000 Penalty: 5263.437988
	Iteration 81Q: 3 clusters Score -4490030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4490030.500000 Penalty: 5263.437988
	Iteration 82F: 3 clusters Score -4490030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Entering Unmasked Estep 
Score: -663327.250000 Penalty: 2157.686279
	Iteration 0F: 2 clusters Score -663327.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -658182.687500 Penalty: 4315.372559
	Iteration 0F: 3 clusters Score -658182.7 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -659473.125000 Penalty: 4315.372559
	Iteration 1F: 3 clusters Score -659473.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -659791.187500 Penalty: 4315.372559
	Iteration 2F: 3 clusters Score -659791.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -660045.812500 Penalty: 4315.372559
	Iteration 3F: 3 clusters Score -660045.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -660246.812500 Penalty: 4315.372559
	Iteration 4F: 3 clusters Score -660246.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -660385.625000 Penalty: 4315.372559
	Iteration 5Q: 3 clusters Score -660385.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -660505.375000 Penalty: 4315.372559
	Iteration 6Q: 3 clusters Score -660505.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -660613.625000 Penalty: 4315.372559
	Iteration 7Q: 3 clusters Score -660613.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -660726.437500 Penalty: 4315.372559
	Iteration 8Q: 3 clusters Score -660726.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -660853.500000 Penalty: 4315.372559
	Iteration 9Q: 3 clusters Score -660853.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -660954.437500 Penalty: 4315.372559
	Iteration 10Q: 3 clusters Score -660954.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -661042.500000 Penalty: 4315.372559
	Iteration 11Q: 3 clusters Score -661042.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -661125.937500 Penalty: 4315.372559
	Iteration 12Q: 3 clusters Score -661125.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -661223.187500 Penalty: 4315.372559
	Iteration 13Q: 3 clusters Score -661223.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -661309.812500 Penalty: 4315.372559
	Iteration 14Q: 3 clusters Score -661309.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -661386.562500 Penalty: 4315.372559
	Iteration 15Q: 3 clusters Score -661386.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -661445.750000 Penalty: 4315.372559
	Iteration 16Q: 3 clusters Score -661445.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -661487.000000 Penalty: 4315.372559
	Iteration 17Q: 3 clusters Score -661487 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -661529.750000 Penalty: 4315.372559
	Iteration 18Q: 3 clusters Score -661529.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -661555.500000 Penalty: 4315.372559
	Iteration 19Q: 3 clusters Score -661555.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -661573.062500 Penalty: 4315.372559
	Iteration 20F: 3 clusters Score -661573.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -661584.750000 Penalty: 4315.372559
	Iteration 21Q: 3 clusters Score -661584.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -661599.687500 Penalty: 4315.372559
	Iteration 22Q: 3 clusters Score -661599.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -661610.750000 Penalty: 4315.372559
	Iteration 23Q: 3 clusters Score -661610.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -661616.375000 Penalty: 4315.372559
	Iteration 24Q: 3 clusters Score -661616.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -661623.000000 Penalty: 4315.372559
	Iteration 25Q: 3 clusters Score -661623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -661624.562500 Penalty: 4315.372559
	Iteration 26Q: 3 clusters Score -661624.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -661626.125000 Penalty: 4315.372559
	Iteration 27Q: 3 clusters Score -661626.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -661627.125000 Penalty: 4315.372559
	Iteration 28Q: 3 clusters Score -661627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -661631.312500 Penalty: 4315.372559
	Iteration 29Q: 3 clusters Score -661631.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -661630.562500 Penalty: 4315.372559
	Iteration 30Q: 3 clusters Score -661630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -661631.062500 Penalty: 4315.372559
	Iteration 31Q: 3 clusters Score -661631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -661630.687500 Penalty: 4315.372559
	Iteration 32Q: 3 clusters Score -661630.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -661632.687500 Penalty: 4315.372559
	Iteration 33Q: 3 clusters Score -661632.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -661632.375000 Penalty: 4315.372559
	Iteration 34Q: 3 clusters Score -661632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -661632.375000 Penalty: 4315.372559
	Iteration 35F: 3 clusters Score -661632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -574563.812500 Penalty: 2099.072998
	Iteration 0F: 2 clusters Score -574563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -570187.937500 Penalty: 4198.145996
	Iteration 0F: 3 clusters Score -570187.9 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -571219.625000 Penalty: 4198.145996
	Iteration 1F: 3 clusters Score -571219.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -571430.062500 Penalty: 4198.145996
	Iteration 2F: 3 clusters Score -571430.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -571583.062500 Penalty: 4198.145996
	Iteration 3F: 3 clusters Score -571583.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -571709.125000 Penalty: 4198.145996
	Iteration 4Q: 3 clusters Score -571709.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -571828.812500 Penalty: 4198.145996
	Iteration 5Q: 3 clusters Score -571828.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -571936.000000 Penalty: 4198.145996
	Iteration 6Q: 3 clusters Score -571936 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -572019.687500 Penalty: 4198.145996
	Iteration 7Q: 3 clusters Score -572019.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -572091.125000 Penalty: 4198.145996
	Iteration 8Q: 3 clusters Score -572091.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -572137.437500 Penalty: 4198.145996
	Iteration 9Q: 3 clusters Score -572137.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -572177.375000 Penalty: 4198.145996
	Iteration 10Q: 3 clusters Score -572177.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -572223.500000 Penalty: 4198.145996
	Iteration 11Q: 3 clusters Score -572223.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -572280.562500 Penalty: 4198.145996
	Iteration 12Q: 3 clusters Score -572280.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -572348.187500 Penalty: 4198.145996
	Iteration 13Q: 3 clusters Score -572348.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -572418.062500 Penalty: 4198.145996
	Iteration 14Q: 3 clusters Score -572418.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -572490.937500 Penalty: 4198.145996
	Iteration 15Q: 3 clusters Score -572490.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -572558.937500 Penalty: 4198.145996
	Iteration 16Q: 3 clusters Score -572558.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -572627.250000 Penalty: 4198.145996
	Iteration 17Q: 3 clusters Score -572627.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -572686.750000 Penalty: 4198.145996
	Iteration 18Q: 3 clusters Score -572686.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -572753.062500 Penalty: 4198.145996
	Iteration 19Q: 3 clusters Score -572753.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -572803.125000 Penalty: 4198.145996
	Iteration 20F: 3 clusters Score -572803.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -572846.250000 Penalty: 4198.145996
	Iteration 21Q: 3 clusters Score -572846.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -572868.000000 Penalty: 4198.145996
	Iteration 22Q: 3 clusters Score -572868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -572887.875000 Penalty: 4198.145996
	Iteration 23Q: 3 clusters Score -572887.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -572903.875000 Penalty: 4198.145996
	Iteration 24Q: 3 clusters Score -572903.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -572919.250000 Penalty: 4198.145996
	Iteration 25Q: 3 clusters Score -572919.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -572932.812500 Penalty: 4198.145996
	Iteration 26Q: 3 clusters Score -572932.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -572942.562500 Penalty: 4198.145996
	Iteration 27Q: 3 clusters Score -572942.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -572953.312500 Penalty: 4198.145996
	Iteration 28Q: 3 clusters Score -572953.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -572960.750000 Penalty: 4198.145996
	Iteration 29Q: 3 clusters Score -572960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -572966.062500 Penalty: 4198.145996
	Iteration 30Q: 3 clusters Score -572966.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -572969.312500 Penalty: 4198.145996
	Iteration 31Q: 3 clusters Score -572969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -572970.625000 Penalty: 4198.145996
	Iteration 32Q: 3 clusters Score -572970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -572971.062500 Penalty: 4198.145996
	Iteration 33Q: 3 clusters Score -572971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -572971.062500 Penalty: 4198.145996
	Iteration 34F: 3 clusters Score -572971.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -886988.937500 Penalty: 2249.883789
	Iteration 0F: 2 clusters Score -886988.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -880157.500000 Penalty: 4499.767578
	Iteration 0F: 3 clusters Score -880157.5 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -882177.250000 Penalty: 4499.767578
	Iteration 1F: 3 clusters Score -882177.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -882598.687500 Penalty: 4499.767578
	Iteration 2F: 3 clusters Score -882598.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -882893.437500 Penalty: 4499.767578
	Iteration 3F: 3 clusters Score -882893.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -883121.750000 Penalty: 4499.767578
	Iteration 4Q: 3 clusters Score -883121.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -883301.937500 Penalty: 4499.767578
	Iteration 5Q: 3 clusters Score -883301.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -883475.375000 Penalty: 4499.767578
	Iteration 6Q: 3 clusters Score -883475.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -883649.687500 Penalty: 4499.767578
	Iteration 7Q: 3 clusters Score -883649.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -883820.812500 Penalty: 4499.767578
	Iteration 8Q: 3 clusters Score -883820.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -883980.625000 Penalty: 4499.767578
	Iteration 9Q: 3 clusters Score -883980.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -884136.500000 Penalty: 4499.767578
	Iteration 10Q: 3 clusters Score -884136.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -884259.500000 Penalty: 4499.767578
	Iteration 11Q: 3 clusters Score -884259.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -884372.750000 Penalty: 4499.767578
	Iteration 12Q: 3 clusters Score -884372.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -884465.437500 Penalty: 4499.767578
	Iteration 13Q: 3 clusters Score -884465.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -884551.312500 Penalty: 4499.767578
	Iteration 14Q: 3 clusters Score -884551.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -884619.750000 Penalty: 4499.767578
	Iteration 15Q: 3 clusters Score -884619.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -884672.250000 Penalty: 4499.767578
	Iteration 16Q: 3 clusters Score -884672.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -884716.750000 Penalty: 4499.767578
	Iteration 17Q: 3 clusters Score -884716.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -884752.375000 Penalty: 4499.767578
	Iteration 18Q: 3 clusters Score -884752.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -884779.000000 Penalty: 4499.767578
	Iteration 19Q: 3 clusters Score -884779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -884806.937500 Penalty: 4499.767578
	Iteration 20F: 3 clusters Score -884806.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -884833.250000 Penalty: 4499.767578
	Iteration 21Q: 3 clusters Score -884833.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -884860.812500 Penalty: 4499.767578
	Iteration 22Q: 3 clusters Score -884860.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -884891.312500 Penalty: 4499.767578
	Iteration 23Q: 3 clusters Score -884891.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -884914.875000 Penalty: 4499.767578
	Iteration 24Q: 3 clusters Score -884914.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -884944.125000 Penalty: 4499.767578
	Iteration 25Q: 3 clusters Score -884944.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -884970.375000 Penalty: 4499.767578
	Iteration 26Q: 3 clusters Score -884970.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -884988.125000 Penalty: 4499.767578
	Iteration 27Q: 3 clusters Score -884988.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -885009.562500 Penalty: 4499.767578
	Iteration 28Q: 3 clusters Score -885009.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -885030.875000 Penalty: 4499.767578
	Iteration 29Q: 3 clusters Score -885030.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -885048.375000 Penalty: 4499.767578
	Iteration 30Q: 3 clusters Score -885048.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -885060.437500 Penalty: 4499.767578
	Iteration 31Q: 3 clusters Score -885060.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -885072.562500 Penalty: 4499.767578
	Iteration 32Q: 3 clusters Score -885072.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -885081.687500 Penalty: 4499.767578
	Iteration 33Q: 3 clusters Score -885081.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -885092.375000 Penalty: 4499.767578
	Iteration 34Q: 3 clusters Score -885092.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -885103.062500 Penalty: 4499.767578
	Iteration 35Q: 3 clusters Score -885103.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -885106.875000 Penalty: 4499.767578
	Iteration 36Q: 3 clusters Score -885106.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -885117.625000 Penalty: 4499.767578
	Iteration 37Q: 3 clusters Score -885117.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -885120.125000 Penalty: 4499.767578
	Iteration 38Q: 3 clusters Score -885120.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -885123.375000 Penalty: 4499.767578
	Iteration 39Q: 3 clusters Score -885123.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -885125.437500 Penalty: 4499.767578
	Iteration 40F: 3 clusters Score -885125.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -885130.937500 Penalty: 4499.767578
	Iteration 41Q: 3 clusters Score -885130.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -885133.437500 Penalty: 4499.767578
	Iteration 42Q: 3 clusters Score -885133.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -885135.687500 Penalty: 4499.767578
	Iteration 43Q: 3 clusters Score -885135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -885137.562500 Penalty: 4499.767578
	Iteration 44Q: 3 clusters Score -885137.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -885139.125000 Penalty: 4499.767578
	Iteration 45Q: 3 clusters Score -885139.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -885144.750000 Penalty: 4499.767578
	Iteration 46Q: 3 clusters Score -885144.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -885147.750000 Penalty: 4499.767578
	Iteration 47Q: 3 clusters Score -885147.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -885150.625000 Penalty: 4499.767578
	Iteration 48Q: 3 clusters Score -885150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -885149.062500 Penalty: 4499.767578
	Iteration 49Q: 3 clusters Score -885149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -885153.062500 Penalty: 4499.767578
	Iteration 50Q: 3 clusters Score -885153.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -885153.937500 Penalty: 4499.767578
	Iteration 51Q: 3 clusters Score -885153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -885155.375000 Penalty: 4499.767578
	Iteration 52Q: 3 clusters Score -885155.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -885157.125000 Penalty: 4499.767578
	Iteration 53Q: 3 clusters Score -885157.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -885161.625000 Penalty: 4499.767578
	Iteration 54Q: 3 clusters Score -885161.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -885166.437500 Penalty: 4499.767578
	Iteration 55Q: 3 clusters Score -885166.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -885170.562500 Penalty: 4499.767578
	Iteration 56Q: 3 clusters Score -885170.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -885172.125000 Penalty: 4499.767578
	Iteration 57Q: 3 clusters Score -885172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -885175.250000 Penalty: 4499.767578
	Iteration 58Q: 3 clusters Score -885175.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -885178.062500 Penalty: 4499.767578
	Iteration 59Q: 3 clusters Score -885178.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -885182.687500 Penalty: 4499.767578
	Iteration 60F: 3 clusters Score -885182.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -885188.250000 Penalty: 4499.767578
	Iteration 61Q: 3 clusters Score -885188.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -885197.250000 Penalty: 4499.767578
	Iteration 62Q: 3 clusters Score -885197.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -885199.187500 Penalty: 4499.767578
	Iteration 63Q: 3 clusters Score -885199.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -885202.437500 Penalty: 4499.767578
	Iteration 64Q: 3 clusters Score -885202.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -885204.000000 Penalty: 4499.767578
	Iteration 65Q: 3 clusters Score -885204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -885206.812500 Penalty: 4499.767578
	Iteration 66Q: 3 clusters Score -885206.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -885210.187500 Penalty: 4499.767578
	Iteration 67Q: 3 clusters Score -885210.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -885210.500000 Penalty: 4499.767578
	Iteration 68Q: 3 clusters Score -885210.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -885212.062500 Penalty: 4499.767578
	Iteration 69Q: 3 clusters Score -885212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -885211.750000 Penalty: 4499.767578
	Iteration 70Q: 3 clusters Score -885211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -885212.875000 Penalty: 4499.767578
	Iteration 71Q: 3 clusters Score -885212.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -885215.937500 Penalty: 4499.767578
	Iteration 72Q: 3 clusters Score -885215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -885216.375000 Penalty: 4499.767578
	Iteration 73Q: 3 clusters Score -885216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -885218.687500 Penalty: 4499.767578
	Iteration 74Q: 3 clusters Score -885218.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -885220.000000 Penalty: 4499.767578
	Iteration 75Q: 3 clusters Score -885220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -885221.437500 Penalty: 4499.767578
	Iteration 76Q: 3 clusters Score -885221.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -885221.437500 Penalty: 4499.767578
	Iteration 77Q: 3 clusters Score -885221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -885223.812500 Penalty: 4499.767578
	Iteration 78Q: 3 clusters Score -885223.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -885226.375000 Penalty: 4499.767578
	Iteration 79Q: 3 clusters Score -885226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -885225.562500 Penalty: 4499.767578
	Iteration 80F: 3 clusters Score -885225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -885226.062500 Penalty: 4499.767578
	Iteration 81Q: 3 clusters Score -885226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -885226.000000 Penalty: 4499.767578
	Iteration 82Q: 3 clusters Score -885226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -885226.000000 Penalty: 4499.767578
	Iteration 83F: 3 clusters Score -885226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Entering Unmasked Estep 
Score: -1120923.625000 Penalty: 2268.476074
	Iteration 0F: 2 clusters Score -1120924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1113646.250000 Penalty: 4536.952148
	Iteration 0F: 3 clusters Score -1113646 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1115869.750000 Penalty: 4536.952148
	Iteration 1F: 3 clusters Score -1115870 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1116299.750000 Penalty: 4536.952148
	Iteration 2F: 3 clusters Score -1116300 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1116706.875000 Penalty: 4536.952148
	Iteration 3F: 3 clusters Score -1116707 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1117121.375000 Penalty: 4536.952148
	Iteration 4F: 3 clusters Score -1117121 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1117489.250000 Penalty: 4536.952148
	Iteration 5F: 3 clusters Score -1117489 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1117836.250000 Penalty: 4536.952148
	Iteration 6F: 3 clusters Score -1117836 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1118110.750000 Penalty: 4536.952148
	Iteration 7Q: 3 clusters Score -1118111 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1118313.875000 Penalty: 4536.952148
	Iteration 8Q: 3 clusters Score -1118314 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1118458.375000 Penalty: 4536.952148
	Iteration 9Q: 3 clusters Score -1118458 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1118584.125000 Penalty: 4536.952148
	Iteration 10Q: 3 clusters Score -1118584 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1118669.125000 Penalty: 4536.952148
	Iteration 11Q: 3 clusters Score -1118669 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1118730.875000 Penalty: 4536.952148
	Iteration 12Q: 3 clusters Score -1118731 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1118798.125000 Penalty: 4536.952148
	Iteration 13Q: 3 clusters Score -1118798 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1118842.750000 Penalty: 4536.952148
	Iteration 14Q: 3 clusters Score -1118843 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1118884.625000 Penalty: 4536.952148
	Iteration 15Q: 3 clusters Score -1118885 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1118925.000000 Penalty: 4536.952148
	Iteration 16Q: 3 clusters Score -1118925 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1118960.250000 Penalty: 4536.952148
	Iteration 17Q: 3 clusters Score -1118960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1118997.000000 Penalty: 4536.952148
	Iteration 18Q: 3 clusters Score -1118997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1119023.125000 Penalty: 4536.952148
	Iteration 19Q: 3 clusters Score -1119023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1119043.250000 Penalty: 4536.952148
	Iteration 20F: 3 clusters Score -1119043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1119059.375000 Penalty: 4536.952148
	Iteration 21Q: 3 clusters Score -1119059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1119069.125000 Penalty: 4536.952148
	Iteration 22Q: 3 clusters Score -1119069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1119076.375000 Penalty: 4536.952148
	Iteration 23Q: 3 clusters Score -1119076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1119083.125000 Penalty: 4536.952148
	Iteration 24Q: 3 clusters Score -1119083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1119091.125000 Penalty: 4536.952148
	Iteration 25Q: 3 clusters Score -1119091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1119098.000000 Penalty: 4536.952148
	Iteration 26Q: 3 clusters Score -1119098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1119100.250000 Penalty: 4536.952148
	Iteration 27Q: 3 clusters Score -1119100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1119103.000000 Penalty: 4536.952148
	Iteration 28Q: 3 clusters Score -1119103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1119109.375000 Penalty: 4536.952148
	Iteration 29Q: 3 clusters Score -1119109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1119113.875000 Penalty: 4536.952148
	Iteration 30Q: 3 clusters Score -1119114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1119117.375000 Penalty: 4536.952148
	Iteration 31Q: 3 clusters Score -1119117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1119132.000000 Penalty: 4536.952148
	Iteration 32Q: 3 clusters Score -1119132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1119136.125000 Penalty: 4536.952148
	Iteration 33Q: 3 clusters Score -1119136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1119144.125000 Penalty: 4536.952148
	Iteration 34Q: 3 clusters Score -1119144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1119141.875000 Penalty: 4536.952148
	Iteration 35Q: 3 clusters Score -1119142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1119143.375000 Penalty: 4536.952148
	Iteration 36Q: 3 clusters Score -1119143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1119144.250000 Penalty: 4536.952148
	Iteration 37Q: 3 clusters Score -1119144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1119144.625000 Penalty: 4536.952148
	Iteration 38Q: 3 clusters Score -1119145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1119146.000000 Penalty: 4536.952148
	Iteration 39Q: 3 clusters Score -1119146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1119146.000000 Penalty: 4536.952148
	Iteration 40F: 3 clusters Score -1119146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Entering Unmasked Estep 
Score: -2020500.625000 Penalty: 2415.336914
	Iteration 0F: 2 clusters Score -2020501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2008276.875000 Penalty: 4830.673828
	Iteration 0F: 3 clusters Score -2008277 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2012348.625000 Penalty: 4830.673828
	Iteration 1F: 3 clusters Score -2012349 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2012865.875000 Penalty: 4830.673828
	Iteration 2F: 3 clusters Score -2012866 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2015881 nChanged 1064
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2017391.000000 Penalty: 4830.673828
	Iteration 9Q: 3 clusters Score -2017391 nChanged 478
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2017651 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2017750 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2017785 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2017814 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2017832 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2017848 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2017863.125000 Penalty: 4830.673828
	Iteration 18Q: 3 clusters Score -2017863 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2017865 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2017868 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2017881.500000 Penalty: 4830.673828
	Iteration 21Q: 3 clusters Score -2017882 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2017881 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2017892.000000 Penalty: 4830.673828
	Iteration 23Q: 3 clusters Score -2017892 nChanged 40
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Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2017900.000000 Penalty: 4830.673828
	Iteration 24Q: 3 clusters Score -2017900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2017904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2017919 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2017934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2017936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2017948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2017946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2017953.875000 Penalty: 4830.673828
	Iteration 31Q: 3 clusters Score -2017954 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2017955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2017958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2017960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2017958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2017959 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2017966 nChanged 6
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Mstep: Class 1 contains 13244 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2017963 nChanged 6
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Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2017962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2017965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2017964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2017962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2017967.000000 Penalty: 4830.673828
	Iteration 43Q: 3 clusters Score -2017967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2017965 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2017965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2017966 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2017975 nChanged 19
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Mstep: Class 1 contains 13353 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2017979 nChanged 16
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Mstep: Class 1 contains 13369 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2017982 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13383 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2017987 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2017984 nChanged 20
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Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2017986 nChanged 25
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Mstep: Class 1 contains 13443 members 
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Entering Unmasked Estep 
Score: -2017992.000000 Penalty: 4830.673828
	Iteration 53Q: 3 clusters Score -2017992 nChanged 23
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Mstep: Class 1 contains 13466 members 
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Entering Unmasked Estep 
Score: -2017997.375000 Penalty: 4830.673828
	Iteration 54Q: 3 clusters Score -2017997 nChanged 25
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Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2017999 nChanged 25
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Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2017998 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2017999 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2018005.125000 Penalty: 4830.673828
	Iteration 58Q: 3 clusters Score -2018005 nChanged 22
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Mstep: Class 1 contains 13570 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2018005 nChanged 16
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Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2018006.000000 Penalty: 4830.673828
	Iteration 60F: 3 clusters Score -2018006 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2018009 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2018014.625000 Penalty: 4830.673828
	Iteration 62Q: 3 clusters Score -2018015 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2018011.625000 Penalty: 4830.673828
	Iteration 63Q: 3 clusters Score -2018012 nChanged 13
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Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2018017.500000 Penalty: 4830.673828
	Iteration 64Q: 3 clusters Score -2018018 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2018020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2018022 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2018021.000000 Penalty: 4830.673828
	Iteration 67Q: 3 clusters Score -2018021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2018019.625000 Penalty: 4830.673828
	Iteration 68Q: 3 clusters Score -2018020 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2018023.625000 Penalty: 4830.673828
	Iteration 69Q: 3 clusters Score -2018024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2018024.125000 Penalty: 4830.673828
	Iteration 70Q: 3 clusters Score -2018024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2018028.125000 Penalty: 4830.673828
	Iteration 71Q: 3 clusters Score -2018028 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2018029 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2018030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
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Entering Unmasked Estep 
Score: -2018035.625000 Penalty: 4830.673828
	Iteration 74Q: 3 clusters Score -2018036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2018033 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13759 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2018032 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2018034 nChanged 8
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Mstep: Class 1 contains 13776 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2018034 nChanged 13
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Mstep: Class 1 contains 13789 members 
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	Iteration 79Q: 3 clusters Score -2018036 nChanged 16
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2018041 nChanged 20
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2018045 nChanged 21
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	Iteration 82Q: 3 clusters Score -2018050 nChanged 21
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	Iteration 83Q: 3 clusters Score -2018056 nChanged 20
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	Iteration 84Q: 3 clusters Score -2018058 nChanged 26
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	Iteration 85Q: 3 clusters Score -2018067 nChanged 31
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	Iteration 86Q: 3 clusters Score -2018068 nChanged 32
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	Iteration 87Q: 3 clusters Score -2018073 nChanged 31
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Mstep: Class 1 contains 14003 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2018076 nChanged 32
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	Iteration 89Q: 3 clusters Score -2018082 nChanged 18
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	Iteration 90Q: 3 clusters Score -2018091 nChanged 22
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	Iteration 91Q: 3 clusters Score -2018097 nChanged 24
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	Iteration 92Q: 3 clusters Score -2018101 nChanged 29
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2018106 nChanged 29
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	Iteration 94Q: 3 clusters Score -2018113 nChanged 25
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2018120 nChanged 27
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	Iteration 96Q: 3 clusters Score -2018122 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2018128.625000 Penalty: 4830.673828
	Iteration 97Q: 3 clusters Score -2018129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2018132.375000 Penalty: 4830.673828
	Iteration 98Q: 3 clusters Score -2018132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2018139.125000 Penalty: 4830.673828
	Iteration 99Q: 3 clusters Score -2018139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2018147.000000 Penalty: 4830.673828
	Iteration 100F: 3 clusters Score -2018147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2018166.125000 Penalty: 4830.673828
	Iteration 101Q: 3 clusters Score -2018166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2018177.250000 Penalty: 4830.673828
	Iteration 102Q: 3 clusters Score -2018177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2018184.875000 Penalty: 4830.673828
	Iteration 103Q: 3 clusters Score -2018185 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2018198.125000 Penalty: 4830.673828
	Iteration 104Q: 3 clusters Score -2018198 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2018211.875000 Penalty: 4830.673828
	Iteration 105Q: 3 clusters Score -2018212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2018233.000000 Penalty: 4830.673828
	Iteration 106Q: 3 clusters Score -2018233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2018244.625000 Penalty: 4830.673828
	Iteration 107Q: 3 clusters Score -2018245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2018256.625000 Penalty: 4830.673828
	Iteration 108Q: 3 clusters Score -2018257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2018266.500000 Penalty: 4830.673828
	Iteration 109Q: 3 clusters Score -2018266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2018286.750000 Penalty: 4830.673828
	Iteration 110Q: 3 clusters Score -2018287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2018298.625000 Penalty: 4830.673828
	Iteration 111Q: 3 clusters Score -2018299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2018313.875000 Penalty: 4830.673828
	Iteration 112Q: 3 clusters Score -2018314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2018325.625000 Penalty: 4830.673828
	Iteration 113Q: 3 clusters Score -2018326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2018339.750000 Penalty: 4830.673828
	Iteration 114Q: 3 clusters Score -2018340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2018350.250000 Penalty: 4830.673828
	Iteration 115Q: 3 clusters Score -2018350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2018365.375000 Penalty: 4830.673828
	Iteration 116Q: 3 clusters Score -2018365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2018371.250000 Penalty: 4830.673828
	Iteration 117Q: 3 clusters Score -2018371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2018375.125000 Penalty: 4830.673828
	Iteration 118Q: 3 clusters Score -2018375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2018388.625000 Penalty: 4830.673828
	Iteration 119Q: 3 clusters Score -2018389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2018396.625000 Penalty: 4830.673828
	Iteration 120F: 3 clusters Score -2018397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2018406.625000 Penalty: 4830.673828
	Iteration 121Q: 3 clusters Score -2018407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2018416.000000 Penalty: 4830.673828
	Iteration 122Q: 3 clusters Score -2018416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2018427.000000 Penalty: 4830.673828
	Iteration 123Q: 3 clusters Score -2018427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2018440.125000 Penalty: 4830.673828
	Iteration 124Q: 3 clusters Score -2018440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2018452.500000 Penalty: 4830.673828
	Iteration 125Q: 3 clusters Score -2018452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2018456.875000 Penalty: 4830.673828
	Iteration 126Q: 3 clusters Score -2018457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2018477.250000 Penalty: 4830.673828
	Iteration 127Q: 3 clusters Score -2018477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2018491.125000 Penalty: 4830.673828
	Iteration 128Q: 3 clusters Score -2018491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2018501.875000 Penalty: 4830.673828
	Iteration 129Q: 3 clusters Score -2018502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2018522.000000 Penalty: 4830.673828
	Iteration 130Q: 3 clusters Score -2018522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2018546.000000 Penalty: 4830.673828
	Iteration 131Q: 3 clusters Score -2018546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2018562.125000 Penalty: 4830.673828
	Iteration 132Q: 3 clusters Score -2018562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2018568.750000 Penalty: 4830.673828
	Iteration 133Q: 3 clusters Score -2018569 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2018581.375000 Penalty: 4830.673828
	Iteration 134Q: 3 clusters Score -2018581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2018587.250000 Penalty: 4830.673828
	Iteration 135Q: 3 clusters Score -2018587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2018593.750000 Penalty: 4830.673828
	Iteration 136Q: 3 clusters Score -2018594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2018604.125000 Penalty: 4830.673828
	Iteration 137Q: 3 clusters Score -2018604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2018611.250000 Penalty: 4830.673828
	Iteration 138Q: 3 clusters Score -2018611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2018630.000000 Penalty: 4830.673828
	Iteration 139Q: 3 clusters Score -2018630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2018640.250000 Penalty: 4830.673828
	Iteration 140F: 3 clusters Score -2018640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2018649.125000 Penalty: 4830.673828
	Iteration 141Q: 3 clusters Score -2018649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2018646.500000 Penalty: 4830.673828
	Iteration 142Q: 3 clusters Score -2018646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2018647.875000 Penalty: 4830.673828
	Iteration 143Q: 3 clusters Score -2018648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2018653.250000 Penalty: 4830.673828
	Iteration 144Q: 3 clusters Score -2018653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2018650.375000 Penalty: 4830.673828
	Iteration 145Q: 3 clusters Score -2018650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2018651.250000 Penalty: 4830.673828
	Iteration 146Q: 3 clusters Score -2018651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2018654.500000 Penalty: 4830.673828
	Iteration 147Q: 3 clusters Score -2018654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2018655.750000 Penalty: 4830.673828
	Iteration 148Q: 3 clusters Score -2018656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2018659.500000 Penalty: 4830.673828
	Iteration 149Q: 3 clusters Score -2018660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2018658.000000 Penalty: 4830.673828
	Iteration 150Q: 3 clusters Score -2018658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2018660.625000 Penalty: 4830.673828
	Iteration 151Q: 3 clusters Score -2018661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2018660.750000 Penalty: 4830.673828
	Iteration 152Q: 3 clusters Score -2018661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2018660.750000 Penalty: 4830.673828
	Iteration 153F: 3 clusters Score -2018661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Entering Unmasked Estep 
Score: -1072859.500000 Penalty: 2257.979736
	Iteration 0F: 2 clusters Score -1072860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1065857.125000 Penalty: 4515.959473
	Iteration 0F: 3 clusters Score -1065857 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1068240.125000 Penalty: 4515.959473
	Iteration 1F: 3 clusters Score -1068240 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1069482.375000 Penalty: 4515.959473
	Iteration 2F: 3 clusters Score -1069482 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1071101.000000 Penalty: 4515.959473
	Iteration 3F: 3 clusters Score -1071101 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1072012.125000 Penalty: 4515.959473
	Iteration 4F: 3 clusters Score -1072012 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1072380.000000 Penalty: 4515.959473
	Iteration 5F: 3 clusters Score -1072380 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1072615.500000 Penalty: 4515.959473
	Iteration 6Q: 3 clusters Score -1072616 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1072858.375000 Penalty: 4515.959473
	Iteration 7Q: 3 clusters Score -1072858 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1073088.500000 Penalty: 4515.959473
	Iteration 8Q: 3 clusters Score -1073088 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1073268.375000 Penalty: 4515.959473
	Iteration 9Q: 3 clusters Score -1073268 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1073407.125000 Penalty: 4515.959473
	Iteration 10Q: 3 clusters Score -1073407 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1073509.875000 Penalty: 4515.959473
	Iteration 11Q: 3 clusters Score -1073510 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1073570.500000 Penalty: 4515.959473
	Iteration 12Q: 3 clusters Score -1073570 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1073606.375000 Penalty: 4515.959473
	Iteration 13Q: 3 clusters Score -1073606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1073622.000000 Penalty: 4515.959473
	Iteration 14Q: 3 clusters Score -1073622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1073638.000000 Penalty: 4515.959473
	Iteration 15Q: 3 clusters Score -1073638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1073648.125000 Penalty: 4515.959473
	Iteration 16Q: 3 clusters Score -1073648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1073662.000000 Penalty: 4515.959473
	Iteration 17Q: 3 clusters Score -1073662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1073678.625000 Penalty: 4515.959473
	Iteration 18Q: 3 clusters Score -1073679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1073688.125000 Penalty: 4515.959473
	Iteration 19Q: 3 clusters Score -1073688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1073698.000000 Penalty: 4515.959473
	Iteration 20F: 3 clusters Score -1073698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1073708.500000 Penalty: 4515.959473
	Iteration 21Q: 3 clusters Score -1073708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1073718.125000 Penalty: 4515.959473
	Iteration 22Q: 3 clusters Score -1073718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1073730.625000 Penalty: 4515.959473
	Iteration 23Q: 3 clusters Score -1073731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1073739.500000 Penalty: 4515.959473
	Iteration 24Q: 3 clusters Score -1073740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1073746.875000 Penalty: 4515.959473
	Iteration 25Q: 3 clusters Score -1073747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1073757.125000 Penalty: 4515.959473
	Iteration 26Q: 3 clusters Score -1073757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1073758.000000 Penalty: 4515.959473
	Iteration 27Q: 3 clusters Score -1073758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1073767.750000 Penalty: 4515.959473
	Iteration 28Q: 3 clusters Score -1073768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1073784.000000 Penalty: 4515.959473
	Iteration 29Q: 3 clusters Score -1073784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1073802.250000 Penalty: 4515.959473
	Iteration 30Q: 3 clusters Score -1073802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1073820.375000 Penalty: 4515.959473
	Iteration 31Q: 3 clusters Score -1073820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1073841.250000 Penalty: 4515.959473
	Iteration 32Q: 3 clusters Score -1073841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1073871.875000 Penalty: 4515.959473
	Iteration 33Q: 3 clusters Score -1073872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1073884.000000 Penalty: 4515.959473
	Iteration 34Q: 3 clusters Score -1073884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1073906.875000 Penalty: 4515.959473
	Iteration 35Q: 3 clusters Score -1073907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1073928.875000 Penalty: 4515.959473
	Iteration 36Q: 3 clusters Score -1073929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1073942.875000 Penalty: 4515.959473
	Iteration 37Q: 3 clusters Score -1073943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1073953.375000 Penalty: 4515.959473
	Iteration 38Q: 3 clusters Score -1073953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1073962.750000 Penalty: 4515.959473
	Iteration 39Q: 3 clusters Score -1073963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1073976.125000 Penalty: 4515.959473
	Iteration 40F: 3 clusters Score -1073976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1073977.875000 Penalty: 4515.959473
	Iteration 41Q: 3 clusters Score -1073978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1073983.375000 Penalty: 4515.959473
	Iteration 42Q: 3 clusters Score -1073983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1073988.375000 Penalty: 4515.959473
	Iteration 43Q: 3 clusters Score -1073988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1073989.125000 Penalty: 4515.959473
	Iteration 44Q: 3 clusters Score -1073989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1073992.625000 Penalty: 4515.959473
	Iteration 45Q: 3 clusters Score -1073993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1073991.875000 Penalty: 4515.959473
	Iteration 46Q: 3 clusters Score -1073992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1073993.125000 Penalty: 4515.959473
	Iteration 47Q: 3 clusters Score -1073993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1073993.125000 Penalty: 4515.959473
	Iteration 48F: 3 clusters Score -1073993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5700 members 
Mstep: Class 3 contains 4050 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 40610 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 4741 members 
Mstep: Class 8 contains 8709 members 
Mstep: Class 9 contains 9387 members 
Mstep: Class 10 contains 16971 members 
Mstep: Class 11 contains 1830 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 27932 members 
Mstep: Class 17 contains 9471 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 20763 members 
Mstep: Class 25 contains 16857 members 
Mstep: Class 26 contains 5453 members 
Mstep: Class 27 contains 23454 members 
Mstep: Class 28 contains 5572 members 
Mstep: Class 29 contains 5657 members 
Mstep: Class 30 contains 5574 members 
Mstep: Class 31 contains 3753 members 
Mstep: Class 32 contains 7168 members 
Entering Unmasked Estep 
Score: -35703816.000000 Penalty: 100627.492188
Splitting cluster 11 changes total score from -35703448.000000 to -35703816.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 12 (2780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Entering Unmasked Estep 
Score: -301732.593750 Penalty: 1966.691162
	Iteration 0F: 2 clusters Score -301732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -298675.250000 Penalty: 3933.382324
	Iteration 0F: 3 clusters Score -298675.2 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -299316.000000 Penalty: 3933.382324
	Iteration 1F: 3 clusters Score -299316 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -299471.281250 Penalty: 3933.382324
	Iteration 2F: 3 clusters Score -299471.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -299568.968750 Penalty: 3933.382324
	Iteration 3Q: 3 clusters Score -299569 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -299673.500000 Penalty: 3933.382324
	Iteration 4Q: 3 clusters Score -299673.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -299774.062500 Penalty: 3933.382324
	Iteration 5Q: 3 clusters Score -299774.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -299873.156250 Penalty: 3933.382324
	Iteration 6Q: 3 clusters Score -299873.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -300008.437500 Penalty: 3933.382324
	Iteration 7Q: 3 clusters Score -300008.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -300176.937500 Penalty: 3933.382324
	Iteration 8Q: 3 clusters Score -300176.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -300365.625000 Penalty: 3933.382324
	Iteration 9Q: 3 clusters Score -300365.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -300553.500000 Penalty: 3933.382324
	Iteration 10Q: 3 clusters Score -300553.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -300700.031250 Penalty: 3933.382324
	Iteration 11Q: 3 clusters Score -300700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -300787.500000 Penalty: 3933.382324
	Iteration 12Q: 3 clusters Score -300787.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -300842.000000 Penalty: 3933.382324
	Iteration 13Q: 3 clusters Score -300842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -300889.656250 Penalty: 3933.382324
	Iteration 14Q: 3 clusters Score -300889.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -300922.093750 Penalty: 3933.382324
	Iteration 15Q: 3 clusters Score -300922.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -300951.843750 Penalty: 3933.382324
	Iteration 16Q: 3 clusters Score -300951.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -300966.875000 Penalty: 3933.382324
	Iteration 17Q: 3 clusters Score -300966.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -300978.656250 Penalty: 3933.382324
	Iteration 18Q: 3 clusters Score -300978.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -300987.125000 Penalty: 3933.382324
	Iteration 19Q: 3 clusters Score -300987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -300992.468750 Penalty: 3933.382324
	Iteration 20F: 3 clusters Score -300992.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -300995.625000 Penalty: 3933.382324
	Iteration 21Q: 3 clusters Score -300995.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -300999.187500 Penalty: 3933.382324
	Iteration 22Q: 3 clusters Score -300999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -301001.406250 Penalty: 3933.382324
	Iteration 23Q: 3 clusters Score -301001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -301002.562500 Penalty: 3933.382324
	Iteration 24Q: 3 clusters Score -301002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -301006.281250 Penalty: 3933.382324
	Iteration 25Q: 3 clusters Score -301006.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -301009.500000 Penalty: 3933.382324
	Iteration 26Q: 3 clusters Score -301009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -301010.531250 Penalty: 3933.382324
	Iteration 27Q: 3 clusters Score -301010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -301011.031250 Penalty: 3933.382324
	Iteration 28Q: 3 clusters Score -301011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -301010.687500 Penalty: 3933.382324
	Iteration 29Q: 3 clusters Score -301010.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -301010.687500 Penalty: 3933.382324
	Iteration 30F: 3 clusters Score -301010.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -628326.875000 Penalty: 2123.227539
	Iteration 0F: 2 clusters Score -628326.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -623690.062500 Penalty: 4246.455078
	Iteration 0F: 3 clusters Score -623690.1 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -624914.000000 Penalty: 4246.455078
	Iteration 1F: 3 clusters Score -624914 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -625176.625000 Penalty: 4246.455078
	Iteration 2F: 3 clusters Score -625176.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -625387.125000 Penalty: 4246.455078
	Iteration 3F: 3 clusters Score -625387.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -625525.437500 Penalty: 4246.455078
	Iteration 4Q: 3 clusters Score -625525.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -625648.437500 Penalty: 4246.455078
	Iteration 5Q: 3 clusters Score -625648.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -625760.000000 Penalty: 4246.455078
	Iteration 6Q: 3 clusters Score -625760 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -625864.875000 Penalty: 4246.455078
	Iteration 7Q: 3 clusters Score -625864.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -625961.687500 Penalty: 4246.455078
	Iteration 8Q: 3 clusters Score -625961.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -626068.375000 Penalty: 4246.455078
	Iteration 9Q: 3 clusters Score -626068.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -626186.500000 Penalty: 4246.455078
	Iteration 10Q: 3 clusters Score -626186.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -626287.875000 Penalty: 4246.455078
	Iteration 11Q: 3 clusters Score -626287.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -626406.062500 Penalty: 4246.455078
	Iteration 12Q: 3 clusters Score -626406.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -626508.875000 Penalty: 4246.455078
	Iteration 13Q: 3 clusters Score -626508.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -626611.562500 Penalty: 4246.455078
	Iteration 14Q: 3 clusters Score -626611.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -626700.937500 Penalty: 4246.455078
	Iteration 15Q: 3 clusters Score -626700.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -626782.875000 Penalty: 4246.455078
	Iteration 16Q: 3 clusters Score -626782.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -626851.375000 Penalty: 4246.455078
	Iteration 17Q: 3 clusters Score -626851.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -626923.812500 Penalty: 4246.455078
	Iteration 18Q: 3 clusters Score -626923.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -627003.937500 Penalty: 4246.455078
	Iteration 19Q: 3 clusters Score -627003.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -627081.437500 Penalty: 4246.455078
	Iteration 20F: 3 clusters Score -627081.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -627136.062500 Penalty: 4246.455078
	Iteration 21Q: 3 clusters Score -627136.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -627159.562500 Penalty: 4246.455078
	Iteration 22Q: 3 clusters Score -627159.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -627173.312500 Penalty: 4246.455078
	Iteration 23Q: 3 clusters Score -627173.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -627180.562500 Penalty: 4246.455078
	Iteration 24Q: 3 clusters Score -627180.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -627188.000000 Penalty: 4246.455078
	Iteration 25Q: 3 clusters Score -627188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -627192.687500 Penalty: 4246.455078
	Iteration 26Q: 3 clusters Score -627192.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -627196.937500 Penalty: 4246.455078
	Iteration 27Q: 3 clusters Score -627196.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -627200.562500 Penalty: 4246.455078
	Iteration 28Q: 3 clusters Score -627200.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -627205.500000 Penalty: 4246.455078
	Iteration 29Q: 3 clusters Score -627205.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -627207.000000 Penalty: 4246.455078
	Iteration 30Q: 3 clusters Score -627207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -627210.562500 Penalty: 4246.455078
	Iteration 31Q: 3 clusters Score -627210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -627213.312500 Penalty: 4246.455078
	Iteration 32Q: 3 clusters Score -627213.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -627213.312500 Penalty: 4246.455078
	Iteration 33F: 3 clusters Score -627213.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -440873.468750 Penalty: 2042.632324
	Iteration 0F: 2 clusters Score -440873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -437133.781250 Penalty: 4085.264648
	Iteration 0F: 3 clusters Score -437133.8 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -438163.875000 Penalty: 4085.264648
	Iteration 1F: 3 clusters Score -438163.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -438436.156250 Penalty: 4085.264648
	Iteration 2F: 3 clusters Score -438436.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -438640.812500 Penalty: 4085.264648
	Iteration 3F: 3 clusters Score -438640.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -438826.062500 Penalty: 4085.264648
	Iteration 4F: 3 clusters Score -438826.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -439001.250000 Penalty: 4085.264648
	Iteration 5Q: 3 clusters Score -439001.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -439143.312500 Penalty: 4085.264648
	Iteration 6Q: 3 clusters Score -439143.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -439261.281250 Penalty: 4085.264648
	Iteration 7Q: 3 clusters Score -439261.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -439335.687500 Penalty: 4085.264648
	Iteration 8Q: 3 clusters Score -439335.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -439393.156250 Penalty: 4085.264648
	Iteration 9Q: 3 clusters Score -439393.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -439430.812500 Penalty: 4085.264648
	Iteration 10Q: 3 clusters Score -439430.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -439460.156250 Penalty: 4085.264648
	Iteration 11Q: 3 clusters Score -439460.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -439485.718750 Penalty: 4085.264648
	Iteration 12Q: 3 clusters Score -439485.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -439502.500000 Penalty: 4085.264648
	Iteration 13Q: 3 clusters Score -439502.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -439516.031250 Penalty: 4085.264648
	Iteration 14Q: 3 clusters Score -439516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -439524.312500 Penalty: 4085.264648
	Iteration 15Q: 3 clusters Score -439524.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -439530.468750 Penalty: 4085.264648
	Iteration 16Q: 3 clusters Score -439530.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -439535.343750 Penalty: 4085.264648
	Iteration 17Q: 3 clusters Score -439535.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -439537.343750 Penalty: 4085.264648
	Iteration 18Q: 3 clusters Score -439537.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -439540.906250 Penalty: 4085.264648
	Iteration 19Q: 3 clusters Score -439540.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -439543.187500 Penalty: 4085.264648
	Iteration 20F: 3 clusters Score -439543.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -439546.968750 Penalty: 4085.264648
	Iteration 21Q: 3 clusters Score -439547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -439549.812500 Penalty: 4085.264648
	Iteration 22Q: 3 clusters Score -439549.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -439554.187500 Penalty: 4085.264648
	Iteration 23Q: 3 clusters Score -439554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -439555.187500 Penalty: 4085.264648
	Iteration 24Q: 3 clusters Score -439555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -439558.093750 Penalty: 4085.264648
	Iteration 25Q: 3 clusters Score -439558.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -439559.937500 Penalty: 4085.264648
	Iteration 26Q: 3 clusters Score -439559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -439563.062500 Penalty: 4085.264648
	Iteration 27Q: 3 clusters Score -439563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -439564.156250 Penalty: 4085.264648
	Iteration 28Q: 3 clusters Score -439564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -439565.218750 Penalty: 4085.264648
	Iteration 29Q: 3 clusters Score -439565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -439566.343750 Penalty: 4085.264648
	Iteration 30Q: 3 clusters Score -439566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -439566.343750 Penalty: 4085.264648
	Iteration 31F: 3 clusters Score -439566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -986228.812500 Penalty: 2251.332031
	Iteration 0F: 2 clusters Score -986228.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -979292.062500 Penalty: 4502.664062
	Iteration 0F: 3 clusters Score -979292.1 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -981463.250000 Penalty: 4502.664062
	Iteration 1F: 3 clusters Score -981463.2 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -981913.250000 Penalty: 4502.664062
	Iteration 2F: 3 clusters Score -981913.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -982291.375000 Penalty: 4502.664062
	Iteration 3F: 3 clusters Score -982291.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -982658.437500 Penalty: 4502.664062
	Iteration 4F: 3 clusters Score -982658.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -982957.875000 Penalty: 4502.664062
	Iteration 5Q: 3 clusters Score -982957.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -983230.625000 Penalty: 4502.664062
	Iteration 6Q: 3 clusters Score -983230.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -983468.750000 Penalty: 4502.664062
	Iteration 7Q: 3 clusters Score -983468.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -983655.812500 Penalty: 4502.664062
	Iteration 8Q: 3 clusters Score -983655.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -983797.437500 Penalty: 4502.664062
	Iteration 9Q: 3 clusters Score -983797.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -983922.937500 Penalty: 4502.664062
	Iteration 10Q: 3 clusters Score -983922.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -984028.500000 Penalty: 4502.664062
	Iteration 11Q: 3 clusters Score -984028.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -984119.750000 Penalty: 4502.664062
	Iteration 12Q: 3 clusters Score -984119.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -984196.187500 Penalty: 4502.664062
	Iteration 13Q: 3 clusters Score -984196.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -984251.375000 Penalty: 4502.664062
	Iteration 14Q: 3 clusters Score -984251.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -984289.937500 Penalty: 4502.664062
	Iteration 15Q: 3 clusters Score -984289.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -984320.187500 Penalty: 4502.664062
	Iteration 16Q: 3 clusters Score -984320.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -984349.437500 Penalty: 4502.664062
	Iteration 17Q: 3 clusters Score -984349.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -984381.812500 Penalty: 4502.664062
	Iteration 18Q: 3 clusters Score -984381.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -984398.562500 Penalty: 4502.664062
	Iteration 19Q: 3 clusters Score -984398.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -984412.187500 Penalty: 4502.664062
	Iteration 20F: 3 clusters Score -984412.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -984424.062500 Penalty: 4502.664062
	Iteration 21Q: 3 clusters Score -984424.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -984437.750000 Penalty: 4502.664062
	Iteration 22Q: 3 clusters Score -984437.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -984448.562500 Penalty: 4502.664062
	Iteration 23Q: 3 clusters Score -984448.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -984461.937500 Penalty: 4502.664062
	Iteration 24Q: 3 clusters Score -984461.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -984475.687500 Penalty: 4502.664062
	Iteration 25Q: 3 clusters Score -984475.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -984488.875000 Penalty: 4502.664062
	Iteration 26Q: 3 clusters Score -984488.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -984495.812500 Penalty: 4502.664062
	Iteration 27Q: 3 clusters Score -984495.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -984505.812500 Penalty: 4502.664062
	Iteration 28Q: 3 clusters Score -984505.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -984513.062500 Penalty: 4502.664062
	Iteration 29Q: 3 clusters Score -984513.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -984521.062500 Penalty: 4502.664062
	Iteration 30Q: 3 clusters Score -984521.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -984527.125000 Penalty: 4502.664062
	Iteration 31Q: 3 clusters Score -984527.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -984533.187500 Penalty: 4502.664062
	Iteration 32Q: 3 clusters Score -984533.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -984536.187500 Penalty: 4502.664062
	Iteration 33Q: 3 clusters Score -984536.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -984538.875000 Penalty: 4502.664062
	Iteration 34Q: 3 clusters Score -984538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -984539.625000 Penalty: 4502.664062
	Iteration 35Q: 3 clusters Score -984539.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -984544.937500 Penalty: 4502.664062
	Iteration 36Q: 3 clusters Score -984544.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -984549.312500 Penalty: 4502.664062
	Iteration 37Q: 3 clusters Score -984549.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -984552.687500 Penalty: 4502.664062
	Iteration 38Q: 3 clusters Score -984552.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -984558.750000 Penalty: 4502.664062
	Iteration 39Q: 3 clusters Score -984558.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -984563.312500 Penalty: 4502.664062
	Iteration 40F: 3 clusters Score -984563.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -984569.937500 Penalty: 4502.664062
	Iteration 41Q: 3 clusters Score -984569.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -984574.187500 Penalty: 4502.664062
	Iteration 42Q: 3 clusters Score -984574.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -984580.437500 Penalty: 4502.664062
	Iteration 43Q: 3 clusters Score -984580.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -984586.625000 Penalty: 4502.664062
	Iteration 44Q: 3 clusters Score -984586.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -984591.625000 Penalty: 4502.664062
	Iteration 45Q: 3 clusters Score -984591.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -984597.375000 Penalty: 4502.664062
	Iteration 46Q: 3 clusters Score -984597.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -984601.625000 Penalty: 4502.664062
	Iteration 47Q: 3 clusters Score -984601.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -984605.437500 Penalty: 4502.664062
	Iteration 48Q: 3 clusters Score -984605.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -984608.375000 Penalty: 4502.664062
	Iteration 49Q: 3 clusters Score -984608.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -984611.750000 Penalty: 4502.664062
	Iteration 50Q: 3 clusters Score -984611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -984612.062500 Penalty: 4502.664062
	Iteration 51Q: 3 clusters Score -984612.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -984613.437500 Penalty: 4502.664062
	Iteration 52Q: 3 clusters Score -984613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -984613.687500 Penalty: 4502.664062
	Iteration 53Q: 3 clusters Score -984613.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -984617.375000 Penalty: 4502.664062
	Iteration 54Q: 3 clusters Score -984617.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -984619.187500 Penalty: 4502.664062
	Iteration 55Q: 3 clusters Score -984619.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -984620.812500 Penalty: 4502.664062
	Iteration 56Q: 3 clusters Score -984620.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -984624.000000 Penalty: 4502.664062
	Iteration 57Q: 3 clusters Score -984624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -984627.750000 Penalty: 4502.664062
	Iteration 58Q: 3 clusters Score -984627.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -984631.750000 Penalty: 4502.664062
	Iteration 59Q: 3 clusters Score -984631.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -984635.562500 Penalty: 4502.664062
	Iteration 60F: 3 clusters Score -984635.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -984635.187500 Penalty: 4502.664062
	Iteration 61Q: 3 clusters Score -984635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -984637.562500 Penalty: 4502.664062
	Iteration 62Q: 3 clusters Score -984637.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -984638.562500 Penalty: 4502.664062
	Iteration 63Q: 3 clusters Score -984638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -984640.625000 Penalty: 4502.664062
	Iteration 64Q: 3 clusters Score -984640.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -984642.437500 Penalty: 4502.664062
	Iteration 65Q: 3 clusters Score -984642.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -984643.750000 Penalty: 4502.664062
	Iteration 66Q: 3 clusters Score -984643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -984646.437500 Penalty: 4502.664062
	Iteration 67Q: 3 clusters Score -984646.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -984653.875000 Penalty: 4502.664062
	Iteration 68Q: 3 clusters Score -984653.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -984658.000000 Penalty: 4502.664062
	Iteration 69Q: 3 clusters Score -984658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -984658.500000 Penalty: 4502.664062
	Iteration 70Q: 3 clusters Score -984658.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -984659.687500 Penalty: 4502.664062
	Iteration 71Q: 3 clusters Score -984659.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -984660.500000 Penalty: 4502.664062
	Iteration 72Q: 3 clusters Score -984660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -984664.312500 Penalty: 4502.664062
	Iteration 73Q: 3 clusters Score -984664.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -984663.812500 Penalty: 4502.664062
	Iteration 74Q: 3 clusters Score -984663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -984663.500000 Penalty: 4502.664062
	Iteration 75Q: 3 clusters Score -984663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -984664.687500 Penalty: 4502.664062
	Iteration 76Q: 3 clusters Score -984664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -984664.437500 Penalty: 4502.664062
	Iteration 77Q: 3 clusters Score -984664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -984664.437500 Penalty: 4502.664062
	Iteration 78F: 3 clusters Score -984664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Entering Unmasked Estep 
Score: -3363654.250000 Penalty: 2538.906982
	Iteration 0F: 2 clusters Score -3363654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3344411.250000 Penalty: 5077.813965
	Iteration 0F: 3 clusters Score -3344411 nChanged 12608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -3351282.250000 Penalty: 5077.813965
	Iteration 1F: 3 clusters Score -3351282 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3351759.000000 Penalty: 5077.813965
	Iteration 2Q: 3 clusters Score -3351759 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3352196.250000 Penalty: 5077.813965
	Iteration 3Q: 3 clusters Score -3352196 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3352614.000000 Penalty: 5077.813965
	Iteration 4Q: 3 clusters Score -3352614 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3353099.500000 Penalty: 5077.813965
	Iteration 5Q: 3 clusters Score -3353100 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3353586.750000 Penalty: 5077.813965
	Iteration 6Q: 3 clusters Score -3353587 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3354154.250000 Penalty: 5077.813965
	Iteration 7Q: 3 clusters Score -3354154 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3354870.000000 Penalty: 5077.813965
	Iteration 8Q: 3 clusters Score -3354870 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3355819.750000 Penalty: 5077.813965
	Iteration 9F: 3 clusters Score -3355820 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3356932.750000 Penalty: 5077.813965
	Iteration 10F: 3 clusters Score -3356933 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3358060.250000 Penalty: 5077.813965
	Iteration 11F: 3 clusters Score -3358060 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3358998.500000 Penalty: 5077.813965
	Iteration 12Q: 3 clusters Score -3358998 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3359775.250000 Penalty: 5077.813965
	Iteration 13Q: 3 clusters Score -3359775 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3360340.500000 Penalty: 5077.813965
	Iteration 14Q: 3 clusters Score -3360340 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3360762.250000 Penalty: 5077.813965
	Iteration 15Q: 3 clusters Score -3360762 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3361028.000000 Penalty: 5077.813965
	Iteration 16Q: 3 clusters Score -3361028 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3361191.500000 Penalty: 5077.813965
	Iteration 17Q: 3 clusters Score -3361192 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3361283.750000 Penalty: 5077.813965
	Iteration 18Q: 3 clusters Score -3361284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -3361331.000000 Penalty: 5077.813965
	Iteration 19Q: 3 clusters Score -3361331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3361360.500000 Penalty: 5077.813965
	Iteration 20F: 3 clusters Score -3361360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3361383.250000 Penalty: 5077.813965
	Iteration 21Q: 3 clusters Score -3361383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3361388.750000 Penalty: 5077.813965
	Iteration 22Q: 3 clusters Score -3361389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3361406.750000 Penalty: 5077.813965
	Iteration 23Q: 3 clusters Score -3361407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3361419.000000 Penalty: 5077.813965
	Iteration 24Q: 3 clusters Score -3361419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3361428.000000 Penalty: 5077.813965
	Iteration 25Q: 3 clusters Score -3361428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3361441.750000 Penalty: 5077.813965
	Iteration 26Q: 3 clusters Score -3361442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3361438.500000 Penalty: 5077.813965
	Iteration 27Q: 3 clusters Score -3361438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3361441.000000 Penalty: 5077.813965
	Iteration 28Q: 3 clusters Score -3361441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3361448.500000 Penalty: 5077.813965
	Iteration 29Q: 3 clusters Score -3361448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3361453.750000 Penalty: 5077.813965
	Iteration 30Q: 3 clusters Score -3361454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3361460.750000 Penalty: 5077.813965
	Iteration 31Q: 3 clusters Score -3361461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3361467.000000 Penalty: 5077.813965
	Iteration 32Q: 3 clusters Score -3361467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3361475.000000 Penalty: 5077.813965
	Iteration 33Q: 3 clusters Score -3361475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3361475.000000 Penalty: 5077.813965
	Iteration 34Q: 3 clusters Score -3361475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3361475.000000 Penalty: 5077.813965
	Iteration 35F: 3 clusters Score -3361475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Entering Unmasked Estep 
Score: -933933.250000 Penalty: 2270.685547
	Iteration 0F: 2 clusters Score -933933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -926634.437500 Penalty: 4541.371094
	Iteration 0F: 3 clusters Score -926634.4 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -929019.187500 Penalty: 4541.371094
	Iteration 1F: 3 clusters Score -929019.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -929537.562500 Penalty: 4541.371094
	Iteration 2F: 3 clusters Score -929537.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -929948.875000 Penalty: 4541.371094
	Iteration 3F: 3 clusters Score -929948.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -930283.812500 Penalty: 4541.371094
	Iteration 4F: 3 clusters Score -930283.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -930524.687500 Penalty: 4541.371094
	Iteration 5Q: 3 clusters Score -930524.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -930743.562500 Penalty: 4541.371094
	Iteration 6Q: 3 clusters Score -930743.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -930928.687500 Penalty: 4541.371094
	Iteration 7Q: 3 clusters Score -930928.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -931071.375000 Penalty: 4541.371094
	Iteration 8Q: 3 clusters Score -931071.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -931184.312500 Penalty: 4541.371094
	Iteration 9Q: 3 clusters Score -931184.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -931286.000000 Penalty: 4541.371094
	Iteration 10Q: 3 clusters Score -931286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -931385.187500 Penalty: 4541.371094
	Iteration 11Q: 3 clusters Score -931385.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -931490.187500 Penalty: 4541.371094
	Iteration 12Q: 3 clusters Score -931490.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -931574.937500 Penalty: 4541.371094
	Iteration 13Q: 3 clusters Score -931574.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -931660.750000 Penalty: 4541.371094
	Iteration 14Q: 3 clusters Score -931660.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -931737.875000 Penalty: 4541.371094
	Iteration 15Q: 3 clusters Score -931737.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -931795.125000 Penalty: 4541.371094
	Iteration 16Q: 3 clusters Score -931795.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -931842.875000 Penalty: 4541.371094
	Iteration 17Q: 3 clusters Score -931842.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -931892.812500 Penalty: 4541.371094
	Iteration 18Q: 3 clusters Score -931892.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -931931.937500 Penalty: 4541.371094
	Iteration 19Q: 3 clusters Score -931931.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -931968.312500 Penalty: 4541.371094
	Iteration 20F: 3 clusters Score -931968.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -931996.375000 Penalty: 4541.371094
	Iteration 21Q: 3 clusters Score -931996.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -932019.750000 Penalty: 4541.371094
	Iteration 22Q: 3 clusters Score -932019.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -932033.687500 Penalty: 4541.371094
	Iteration 23Q: 3 clusters Score -932033.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -932049.812500 Penalty: 4541.371094
	Iteration 24Q: 3 clusters Score -932049.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -932064.125000 Penalty: 4541.371094
	Iteration 25Q: 3 clusters Score -932064.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -932079.500000 Penalty: 4541.371094
	Iteration 26Q: 3 clusters Score -932079.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -932083.625000 Penalty: 4541.371094
	Iteration 27Q: 3 clusters Score -932083.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -932097.125000 Penalty: 4541.371094
	Iteration 28Q: 3 clusters Score -932097.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -932104.500000 Penalty: 4541.371094
	Iteration 29Q: 3 clusters Score -932104.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -932109.875000 Penalty: 4541.371094
	Iteration 30Q: 3 clusters Score -932109.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -932113.875000 Penalty: 4541.371094
	Iteration 31Q: 3 clusters Score -932113.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -932117.500000 Penalty: 4541.371094
	Iteration 32Q: 3 clusters Score -932117.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -932118.062500 Penalty: 4541.371094
	Iteration 33Q: 3 clusters Score -932118.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -932120.312500 Penalty: 4541.371094
	Iteration 34Q: 3 clusters Score -932120.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -932124.250000 Penalty: 4541.371094
	Iteration 35Q: 3 clusters Score -932124.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -932127.062500 Penalty: 4541.371094
	Iteration 36Q: 3 clusters Score -932127.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -932127.937500 Penalty: 4541.371094
	Iteration 37Q: 3 clusters Score -932127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -932130.687500 Penalty: 4541.371094
	Iteration 38Q: 3 clusters Score -932130.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -932132.687500 Penalty: 4541.371094
	Iteration 39Q: 3 clusters Score -932132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -932133.812500 Penalty: 4541.371094
	Iteration 40F: 3 clusters Score -932133.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -932138.125000 Penalty: 4541.371094
	Iteration 41Q: 3 clusters Score -932138.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -932139.937500 Penalty: 4541.371094
	Iteration 42Q: 3 clusters Score -932139.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -932143.875000 Penalty: 4541.371094
	Iteration 43Q: 3 clusters Score -932143.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -932152.562500 Penalty: 4541.371094
	Iteration 44Q: 3 clusters Score -932152.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -932153.187500 Penalty: 4541.371094
	Iteration 45Q: 3 clusters Score -932153.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -932155.812500 Penalty: 4541.371094
	Iteration 46Q: 3 clusters Score -932155.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -932163.312500 Penalty: 4541.371094
	Iteration 47Q: 3 clusters Score -932163.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -932163.937500 Penalty: 4541.371094
	Iteration 48Q: 3 clusters Score -932163.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -932166.250000 Penalty: 4541.371094
	Iteration 49Q: 3 clusters Score -932166.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -932169.625000 Penalty: 4541.371094
	Iteration 50Q: 3 clusters Score -932169.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -932174.750000 Penalty: 4541.371094
	Iteration 51Q: 3 clusters Score -932174.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -932182.062500 Penalty: 4541.371094
	Iteration 52Q: 3 clusters Score -932182.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -932187.187500 Penalty: 4541.371094
	Iteration 53Q: 3 clusters Score -932187.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -932193.812500 Penalty: 4541.371094
	Iteration 54Q: 3 clusters Score -932193.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -932201.312500 Penalty: 4541.371094
	Iteration 55Q: 3 clusters Score -932201.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -932213.250000 Penalty: 4541.371094
	Iteration 56Q: 3 clusters Score -932213.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -932224.500000 Penalty: 4541.371094
	Iteration 57Q: 3 clusters Score -932224.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -932231.187500 Penalty: 4541.371094
	Iteration 58Q: 3 clusters Score -932231.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -932250.250000 Penalty: 4541.371094
	Iteration 59Q: 3 clusters Score -932250.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -932269.062500 Penalty: 4541.371094
	Iteration 60F: 3 clusters Score -932269.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -932283.687500 Penalty: 4541.371094
	Iteration 61Q: 3 clusters Score -932283.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -932301.375000 Penalty: 4541.371094
	Iteration 62Q: 3 clusters Score -932301.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -932316.312500 Penalty: 4541.371094
	Iteration 63Q: 3 clusters Score -932316.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -932330.875000 Penalty: 4541.371094
	Iteration 64Q: 3 clusters Score -932330.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -932339.125000 Penalty: 4541.371094
	Iteration 65Q: 3 clusters Score -932339.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -932347.125000 Penalty: 4541.371094
	Iteration 66Q: 3 clusters Score -932347.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -932359.250000 Penalty: 4541.371094
	Iteration 67Q: 3 clusters Score -932359.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -932363.312500 Penalty: 4541.371094
	Iteration 68Q: 3 clusters Score -932363.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -932368.375000 Penalty: 4541.371094
	Iteration 69Q: 3 clusters Score -932368.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -932377.062500 Penalty: 4541.371094
	Iteration 70Q: 3 clusters Score -932377.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -932379.375000 Penalty: 4541.371094
	Iteration 71Q: 3 clusters Score -932379.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -932383.000000 Penalty: 4541.371094
	Iteration 72Q: 3 clusters Score -932383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -932386.000000 Penalty: 4541.371094
	Iteration 73Q: 3 clusters Score -932386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -932387.250000 Penalty: 4541.371094
	Iteration 74Q: 3 clusters Score -932387.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -932387.250000 Penalty: 4541.371094
	Iteration 75Q: 3 clusters Score -932387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -932389.812500 Penalty: 4541.371094
	Iteration 76Q: 3 clusters Score -932389.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -932393.000000 Penalty: 4541.371094
	Iteration 77Q: 3 clusters Score -932393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -932394.125000 Penalty: 4541.371094
	Iteration 78Q: 3 clusters Score -932394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -932395.187500 Penalty: 4541.371094
	Iteration 79Q: 3 clusters Score -932395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -932394.062500 Penalty: 4541.371094
	Iteration 80F: 3 clusters Score -932394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -932395.937500 Penalty: 4541.371094
	Iteration 81Q: 3 clusters Score -932395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -932395.750000 Penalty: 4541.371094
	Iteration 82Q: 3 clusters Score -932395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -932395.750000 Penalty: 4541.371094
	Iteration 83F: 3 clusters Score -932395.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Entering Unmasked Estep 
Score: -2116597.500000 Penalty: 2429.093506
	Iteration 0F: 2 clusters Score -2116598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2103798.750000 Penalty: 4858.187012
	Iteration 0F: 3 clusters Score -2103799 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2107890.000000 Penalty: 4858.187012
	Iteration 1F: 3 clusters Score -2107890 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2108282.750000 Penalty: 4858.187012
	Iteration 2F: 3 clusters Score -2108283 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2108663.500000 Penalty: 4858.187012
	Iteration 3Q: 3 clusters Score -2108664 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2109071.250000 Penalty: 4858.187012
	Iteration 4Q: 3 clusters Score -2109071 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2109595.000000 Penalty: 4858.187012
	Iteration 5F: 3 clusters Score -2109595 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2110278.000000 Penalty: 4858.187012
	Iteration 6F: 3 clusters Score -2110278 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2111065.250000 Penalty: 4858.187012
	Iteration 7F: 3 clusters Score -2111065 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2111764.500000 Penalty: 4858.187012
	Iteration 8F: 3 clusters Score -2111764 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2112327.250000 Penalty: 4858.187012
	Iteration 9Q: 3 clusters Score -2112327 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2112811.750000 Penalty: 4858.187012
	Iteration 10Q: 3 clusters Score -2112812 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2113266.750000 Penalty: 4858.187012
	Iteration 11Q: 3 clusters Score -2113267 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2113667.000000 Penalty: 4858.187012
	Iteration 12Q: 3 clusters Score -2113667 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2114031.500000 Penalty: 4858.187012
	Iteration 13Q: 3 clusters Score -2114032 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2114325.000000 Penalty: 4858.187012
	Iteration 14Q: 3 clusters Score -2114325 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2114550.250000 Penalty: 4858.187012
	Iteration 15Q: 3 clusters Score -2114550 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2114712.500000 Penalty: 4858.187012
	Iteration 16Q: 3 clusters Score -2114712 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2114824.750000 Penalty: 4858.187012
	Iteration 17Q: 3 clusters Score -2114825 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2114912.500000 Penalty: 4858.187012
	Iteration 18Q: 3 clusters Score -2114912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2114979.500000 Penalty: 4858.187012
	Iteration 19Q: 3 clusters Score -2114980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2115019.500000 Penalty: 4858.187012
	Iteration 20F: 3 clusters Score -2115020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2115043.500000 Penalty: 4858.187012
	Iteration 21Q: 3 clusters Score -2115044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2115063.000000 Penalty: 4858.187012
	Iteration 22Q: 3 clusters Score -2115063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2115079.500000 Penalty: 4858.187012
	Iteration 23Q: 3 clusters Score -2115080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2115090.750000 Penalty: 4858.187012
	Iteration 24Q: 3 clusters Score -2115091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2115107.500000 Penalty: 4858.187012
	Iteration 25Q: 3 clusters Score -2115108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2115111.750000 Penalty: 4858.187012
	Iteration 26Q: 3 clusters Score -2115112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2115114.750000 Penalty: 4858.187012
	Iteration 27Q: 3 clusters Score -2115115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2115118.750000 Penalty: 4858.187012
	Iteration 28Q: 3 clusters Score -2115119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2115117.000000 Penalty: 4858.187012
	Iteration 29Q: 3 clusters Score -2115117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2115122.500000 Penalty: 4858.187012
	Iteration 30Q: 3 clusters Score -2115122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2115121.750000 Penalty: 4858.187012
	Iteration 31Q: 3 clusters Score -2115122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2115122.250000 Penalty: 4858.187012
	Iteration 32Q: 3 clusters Score -2115122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2115125.000000 Penalty: 4858.187012
	Iteration 33Q: 3 clusters Score -2115125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2115126.750000 Penalty: 4858.187012
	Iteration 34Q: 3 clusters Score -2115127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2115125.750000 Penalty: 4858.187012
	Iteration 35Q: 3 clusters Score -2115126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2115125.750000 Penalty: 4858.187012
	Iteration 36F: 3 clusters Score -2115126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Entering Unmasked Estep 
Score: -1288331.000000 Penalty: 2330.555420
	Iteration 0F: 2 clusters Score -1288331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1279353.875000 Penalty: 4661.110840
	Iteration 0F: 3 clusters Score -1279354 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1282331.875000 Penalty: 4661.110840
	Iteration 1F: 3 clusters Score -1282332 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1283121.750000 Penalty: 4661.110840
	Iteration 2F: 3 clusters Score -1283122 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1284022.875000 Penalty: 4661.110840
	Iteration 3F: 3 clusters Score -1284023 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1284926.750000 Penalty: 4661.110840
	Iteration 4F: 3 clusters Score -1284927 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1285718.875000 Penalty: 4661.110840
	Iteration 5F: 3 clusters Score -1285719 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1286290.500000 Penalty: 4661.110840
	Iteration 6F: 3 clusters Score -1286290 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1286633.500000 Penalty: 4661.110840
	Iteration 7Q: 3 clusters Score -1286634 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1286832.125000 Penalty: 4661.110840
	Iteration 8Q: 3 clusters Score -1286832 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1286970.250000 Penalty: 4661.110840
	Iteration 9Q: 3 clusters Score -1286970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1287055.625000 Penalty: 4661.110840
	Iteration 10Q: 3 clusters Score -1287056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1287100.750000 Penalty: 4661.110840
	Iteration 11Q: 3 clusters Score -1287101 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1287128.375000 Penalty: 4661.110840
	Iteration 12Q: 3 clusters Score -1287128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1287157.500000 Penalty: 4661.110840
	Iteration 13Q: 3 clusters Score -1287158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1287182.000000 Penalty: 4661.110840
	Iteration 14Q: 3 clusters Score -1287182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1287200.750000 Penalty: 4661.110840
	Iteration 15Q: 3 clusters Score -1287201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1287226.250000 Penalty: 4661.110840
	Iteration 16Q: 3 clusters Score -1287226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1287250.625000 Penalty: 4661.110840
	Iteration 17Q: 3 clusters Score -1287251 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1287268.250000 Penalty: 4661.110840
	Iteration 18Q: 3 clusters Score -1287268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1287278.500000 Penalty: 4661.110840
	Iteration 19Q: 3 clusters Score -1287278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1287291.500000 Penalty: 4661.110840
	Iteration 20F: 3 clusters Score -1287292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1287299.375000 Penalty: 4661.110840
	Iteration 21Q: 3 clusters Score -1287299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1287314.625000 Penalty: 4661.110840
	Iteration 22Q: 3 clusters Score -1287315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1287326.375000 Penalty: 4661.110840
	Iteration 23Q: 3 clusters Score -1287326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1287340.500000 Penalty: 4661.110840
	Iteration 24Q: 3 clusters Score -1287340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1287360.125000 Penalty: 4661.110840
	Iteration 25Q: 3 clusters Score -1287360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1287379.250000 Penalty: 4661.110840
	Iteration 26Q: 3 clusters Score -1287379 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1287398.750000 Penalty: 4661.110840
	Iteration 27Q: 3 clusters Score -1287399 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1287417.250000 Penalty: 4661.110840
	Iteration 28Q: 3 clusters Score -1287417 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1287437.250000 Penalty: 4661.110840
	Iteration 29Q: 3 clusters Score -1287437 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1287466.000000 Penalty: 4661.110840
	Iteration 30Q: 3 clusters Score -1287466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1287486.000000 Penalty: 4661.110840
	Iteration 31Q: 3 clusters Score -1287486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1287507.875000 Penalty: 4661.110840
	Iteration 32Q: 3 clusters Score -1287508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1287533.500000 Penalty: 4661.110840
	Iteration 33Q: 3 clusters Score -1287534 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1287556.250000 Penalty: 4661.110840
	Iteration 34Q: 3 clusters Score -1287556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1287566.625000 Penalty: 4661.110840
	Iteration 35Q: 3 clusters Score -1287567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1287578.875000 Penalty: 4661.110840
	Iteration 36Q: 3 clusters Score -1287579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1287597.500000 Penalty: 4661.110840
	Iteration 37Q: 3 clusters Score -1287598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1287611.500000 Penalty: 4661.110840
	Iteration 38Q: 3 clusters Score -1287612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1287619.875000 Penalty: 4661.110840
	Iteration 39Q: 3 clusters Score -1287620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1287628.125000 Penalty: 4661.110840
	Iteration 40F: 3 clusters Score -1287628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1287640.500000 Penalty: 4661.110840
	Iteration 41Q: 3 clusters Score -1287640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1287650.375000 Penalty: 4661.110840
	Iteration 42Q: 3 clusters Score -1287650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1287661.125000 Penalty: 4661.110840
	Iteration 43Q: 3 clusters Score -1287661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1287675.875000 Penalty: 4661.110840
	Iteration 44Q: 3 clusters Score -1287676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1287683.125000 Penalty: 4661.110840
	Iteration 45Q: 3 clusters Score -1287683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1287692.250000 Penalty: 4661.110840
	Iteration 46Q: 3 clusters Score -1287692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1287699.500000 Penalty: 4661.110840
	Iteration 47Q: 3 clusters Score -1287700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1287702.000000 Penalty: 4661.110840
	Iteration 48Q: 3 clusters Score -1287702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1287712.125000 Penalty: 4661.110840
	Iteration 49Q: 3 clusters Score -1287712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1287720.125000 Penalty: 4661.110840
	Iteration 50Q: 3 clusters Score -1287720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1287724.125000 Penalty: 4661.110840
	Iteration 51Q: 3 clusters Score -1287724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1287728.750000 Penalty: 4661.110840
	Iteration 52Q: 3 clusters Score -1287729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1287736.250000 Penalty: 4661.110840
	Iteration 53Q: 3 clusters Score -1287736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1287738.625000 Penalty: 4661.110840
	Iteration 54Q: 3 clusters Score -1287739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1287745.125000 Penalty: 4661.110840
	Iteration 55Q: 3 clusters Score -1287745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1287746.125000 Penalty: 4661.110840
	Iteration 56Q: 3 clusters Score -1287746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1287750.500000 Penalty: 4661.110840
	Iteration 57Q: 3 clusters Score -1287750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1287753.875000 Penalty: 4661.110840
	Iteration 58Q: 3 clusters Score -1287754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1287758.375000 Penalty: 4661.110840
	Iteration 59Q: 3 clusters Score -1287758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1287764.375000 Penalty: 4661.110840
	Iteration 60F: 3 clusters Score -1287764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1287767.750000 Penalty: 4661.110840
	Iteration 61Q: 3 clusters Score -1287768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1287770.000000 Penalty: 4661.110840
	Iteration 62Q: 3 clusters Score -1287770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1287774.750000 Penalty: 4661.110840
	Iteration 63Q: 3 clusters Score -1287775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1287777.625000 Penalty: 4661.110840
	Iteration 64Q: 3 clusters Score -1287778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1287778.875000 Penalty: 4661.110840
	Iteration 65Q: 3 clusters Score -1287779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1287780.500000 Penalty: 4661.110840
	Iteration 66Q: 3 clusters Score -1287780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1287784.875000 Penalty: 4661.110840
	Iteration 67Q: 3 clusters Score -1287785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1287787.375000 Penalty: 4661.110840
	Iteration 68Q: 3 clusters Score -1287787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1287793.000000 Penalty: 4661.110840
	Iteration 69Q: 3 clusters Score -1287793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1287795.500000 Penalty: 4661.110840
	Iteration 70Q: 3 clusters Score -1287796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1287796.625000 Penalty: 4661.110840
	Iteration 71Q: 3 clusters Score -1287797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1287802.250000 Penalty: 4661.110840
	Iteration 72Q: 3 clusters Score -1287802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1287806.125000 Penalty: 4661.110840
	Iteration 73Q: 3 clusters Score -1287806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1287808.875000 Penalty: 4661.110840
	Iteration 74Q: 3 clusters Score -1287809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1287815.125000 Penalty: 4661.110840
	Iteration 75Q: 3 clusters Score -1287815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1287815.000000 Penalty: 4661.110840
	Iteration 76Q: 3 clusters Score -1287815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1287816.875000 Penalty: 4661.110840
	Iteration 77Q: 3 clusters Score -1287817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1287815.250000 Penalty: 4661.110840
	Iteration 78Q: 3 clusters Score -1287815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1287819.500000 Penalty: 4661.110840
	Iteration 79Q: 3 clusters Score -1287820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1287822.375000 Penalty: 4661.110840
	Iteration 80F: 3 clusters Score -1287822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1287822.500000 Penalty: 4661.110840
	Iteration 81Q: 3 clusters Score -1287822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1287822.375000 Penalty: 4661.110840
	Iteration 82Q: 3 clusters Score -1287822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1287823.625000 Penalty: 4661.110840
	Iteration 83Q: 3 clusters Score -1287824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1287823.125000 Penalty: 4661.110840
	Iteration 84Q: 3 clusters Score -1287823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1287823.125000 Penalty: 4661.110840
	Iteration 85F: 3 clusters Score -1287823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Entering Unmasked Estep 
Score: -408007.500000 Penalty: 2018.074219
	Iteration 0F: 2 clusters Score -408007.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -404482.468750 Penalty: 4036.148438
	Iteration 0F: 3 clusters Score -404482.5 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -405245.312500 Penalty: 4036.148438
	Iteration 1F: 3 clusters Score -405245.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -405447.906250 Penalty: 4036.148438
	Iteration 2F: 3 clusters Score -405447.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -405577.906250 Penalty: 4036.148438
	Iteration 3F: 3 clusters Score -405577.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -405667.312500 Penalty: 4036.148438
	Iteration 4Q: 3 clusters Score -405667.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -405729.281250 Penalty: 4036.148438
	Iteration 5Q: 3 clusters Score -405729.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -405789.312500 Penalty: 4036.148438
	Iteration 6Q: 3 clusters Score -405789.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -405845.281250 Penalty: 4036.148438
	Iteration 7Q: 3 clusters Score -405845.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -405898.375000 Penalty: 4036.148438
	Iteration 8Q: 3 clusters Score -405898.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -405946.562500 Penalty: 4036.148438
	Iteration 9Q: 3 clusters Score -405946.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -405988.593750 Penalty: 4036.148438
	Iteration 10Q: 3 clusters Score -405988.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -406016.062500 Penalty: 4036.148438
	Iteration 11Q: 3 clusters Score -406016.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -406045.031250 Penalty: 4036.148438
	Iteration 12Q: 3 clusters Score -406045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -406070.375000 Penalty: 4036.148438
	Iteration 13Q: 3 clusters Score -406070.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -406092.593750 Penalty: 4036.148438
	Iteration 14Q: 3 clusters Score -406092.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -406111.656250 Penalty: 4036.148438
	Iteration 15Q: 3 clusters Score -406111.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -406126.437500 Penalty: 4036.148438
	Iteration 16Q: 3 clusters Score -406126.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -406135.906250 Penalty: 4036.148438
	Iteration 17Q: 3 clusters Score -406135.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -406140.531250 Penalty: 4036.148438
	Iteration 18Q: 3 clusters Score -406140.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -406145.531250 Penalty: 4036.148438
	Iteration 19Q: 3 clusters Score -406145.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -406150.218750 Penalty: 4036.148438
	Iteration 20F: 3 clusters Score -406150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -406154.718750 Penalty: 4036.148438
	Iteration 21Q: 3 clusters Score -406154.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -406164.812500 Penalty: 4036.148438
	Iteration 22Q: 3 clusters Score -406164.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -406172.750000 Penalty: 4036.148438
	Iteration 23Q: 3 clusters Score -406172.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -406177.375000 Penalty: 4036.148438
	Iteration 24Q: 3 clusters Score -406177.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -406182.718750 Penalty: 4036.148438
	Iteration 25Q: 3 clusters Score -406182.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -406187.406250 Penalty: 4036.148438
	Iteration 26Q: 3 clusters Score -406187.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -406192.687500 Penalty: 4036.148438
	Iteration 27Q: 3 clusters Score -406192.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -406195.156250 Penalty: 4036.148438
	Iteration 28Q: 3 clusters Score -406195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -406196.187500 Penalty: 4036.148438
	Iteration 29Q: 3 clusters Score -406196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -406196.187500 Penalty: 4036.148438
	Iteration 30F: 3 clusters Score -406196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -181299.093750 Penalty: 1819.075562
	Iteration 0F: 2 clusters Score -181299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179003.000000 Penalty: 3638.151123
	Iteration 0F: 3 clusters Score -179003 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -179326.343750 Penalty: 3638.151123
	Iteration 1F: 3 clusters Score -179326.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -179446.093750 Penalty: 3638.151123
	Iteration 2F: 3 clusters Score -179446.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -179522.312500 Penalty: 3638.151123
	Iteration 3Q: 3 clusters Score -179522.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -179566.703125 Penalty: 3638.151123
	Iteration 4Q: 3 clusters Score -179566.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -179593.734375 Penalty: 3638.151123
	Iteration 5Q: 3 clusters Score -179593.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -179622.359375 Penalty: 3638.151123
	Iteration 6Q: 3 clusters Score -179622.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -179642.484375 Penalty: 3638.151123
	Iteration 7Q: 3 clusters Score -179642.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -179649.828125 Penalty: 3638.151123
	Iteration 8Q: 3 clusters Score -179649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -179655.375000 Penalty: 3638.151123
	Iteration 9Q: 3 clusters Score -179655.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -179661.500000 Penalty: 3638.151123
	Iteration 10Q: 3 clusters Score -179661.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -179664.156250 Penalty: 3638.151123
	Iteration 11Q: 3 clusters Score -179664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -179666.468750 Penalty: 3638.151123
	Iteration 12Q: 3 clusters Score -179666.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -179668.390625 Penalty: 3638.151123
	Iteration 13Q: 3 clusters Score -179668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -179671.812500 Penalty: 3638.151123
	Iteration 14Q: 3 clusters Score -179671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -179674.234375 Penalty: 3638.151123
	Iteration 15Q: 3 clusters Score -179674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179680.859375 Penalty: 3638.151123
	Iteration 16Q: 3 clusters Score -179680.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179687.640625 Penalty: 3638.151123
	Iteration 17Q: 3 clusters Score -179687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -179695.406250 Penalty: 3638.151123
	Iteration 18Q: 3 clusters Score -179695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179699.625000 Penalty: 3638.151123
	Iteration 19Q: 3 clusters Score -179699.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -179701.156250 Penalty: 3638.151123
	Iteration 20F: 3 clusters Score -179701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -94289.453125 Penalty: 1773.374023
	Iteration 0F: 2 clusters Score -94289.45 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 640 members 
Entering Unmasked Estep 
Score: -92186.101562 Penalty: 3546.748047
	Iteration 0F: 3 clusters Score -92186.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -92500.492188 Penalty: 3546.748047
	Iteration 1F: 3 clusters Score -92500.49 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -92609.429688 Penalty: 3546.748047
	Iteration 2F: 3 clusters Score -92609.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -92668.640625 Penalty: 3546.748047
	Iteration 3Q: 3 clusters Score -92668.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -92714.335938 Penalty: 3546.748047
	Iteration 4Q: 3 clusters Score -92714.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92741.195312 Penalty: 3546.748047
	Iteration 5Q: 3 clusters Score -92741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92761.359375 Penalty: 3546.748047
	Iteration 6Q: 3 clusters Score -92761.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -92772.765625 Penalty: 3546.748047
	Iteration 7Q: 3 clusters Score -92772.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -92784.710938 Penalty: 3546.748047
	Iteration 8Q: 3 clusters Score -92784.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -92794.820312 Penalty: 3546.748047
	Iteration 9Q: 3 clusters Score -92794.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92806.859375 Penalty: 3546.748047
	Iteration 10Q: 3 clusters Score -92806.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -92818.164062 Penalty: 3546.748047
	Iteration 11Q: 3 clusters Score -92818.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -92825.625000 Penalty: 3546.748047
	Iteration 12Q: 3 clusters Score -92825.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -92832.343750 Penalty: 3546.748047
	Iteration 13Q: 3 clusters Score -92832.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -92837.578125 Penalty: 3546.748047
	Iteration 14Q: 3 clusters Score -92837.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -92838.921875 Penalty: 3546.748047
	Iteration 15Q: 3 clusters Score -92838.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -92840.031250 Penalty: 3546.748047
	Iteration 16Q: 3 clusters Score -92840.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -92843.359375 Penalty: 3546.748047
	Iteration 17Q: 3 clusters Score -92843.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -92845.421875 Penalty: 3546.748047
	Iteration 18Q: 3 clusters Score -92845.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -92846.500000 Penalty: 3546.748047
	Iteration 19Q: 3 clusters Score -92846.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -92847.898438 Penalty: 3546.748047
	Iteration 20F: 3 clusters Score -92847.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -92850.460938 Penalty: 3546.748047
	Iteration 21Q: 3 clusters Score -92850.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -92854.312500 Penalty: 3546.748047
	Iteration 22Q: 3 clusters Score -92854.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92856.687500 Penalty: 3546.748047
	Iteration 23Q: 3 clusters Score -92856.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -92859.960938 Penalty: 3546.748047
	Iteration 24Q: 3 clusters Score -92859.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -92865.257812 Penalty: 3546.748047
	Iteration 25Q: 3 clusters Score -92865.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -92871.546875 Penalty: 3546.748047
	Iteration 26Q: 3 clusters Score -92871.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -92875.570312 Penalty: 3546.748047
	Iteration 27Q: 3 clusters Score -92875.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -92876.320312 Penalty: 3546.748047
	Iteration 28Q: 3 clusters Score -92876.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -92878.679688 Penalty: 3546.748047
	Iteration 29Q: 3 clusters Score -92878.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -92879.171875 Penalty: 3546.748047
	Iteration 30Q: 3 clusters Score -92879.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -92879.171875 Penalty: 3546.748047
	Iteration 31F: 3 clusters Score -92879.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Entering Unmasked Estep 
Score: -1437351.375000 Penalty: 2350.182861
	Iteration 0F: 2 clusters Score -1437351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1427855.375000 Penalty: 4700.365723
	Iteration 0F: 3 clusters Score -1427855 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1430946.000000 Penalty: 4700.365723
	Iteration 1F: 3 clusters Score -1430946 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1431403.875000 Penalty: 4700.365723
	Iteration 2F: 3 clusters Score -1431404 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1431846.500000 Penalty: 4700.365723
	Iteration 3F: 3 clusters Score -1431846 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1432304.000000 Penalty: 4700.365723
	Iteration 4F: 3 clusters Score -1432304 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1432714.000000 Penalty: 4700.365723
	Iteration 5F: 3 clusters Score -1432714 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1433093.000000 Penalty: 4700.365723
	Iteration 6Q: 3 clusters Score -1433093 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1433420.000000 Penalty: 4700.365723
	Iteration 7Q: 3 clusters Score -1433420 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1433687.750000 Penalty: 4700.365723
	Iteration 8Q: 3 clusters Score -1433688 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1433953.125000 Penalty: 4700.365723
	Iteration 9Q: 3 clusters Score -1433953 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1434251.125000 Penalty: 4700.365723
	Iteration 10Q: 3 clusters Score -1434251 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1434530.625000 Penalty: 4700.365723
	Iteration 11Q: 3 clusters Score -1434531 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1434783.500000 Penalty: 4700.365723
	Iteration 12Q: 3 clusters Score -1434784 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1435002.500000 Penalty: 4700.365723
	Iteration 13Q: 3 clusters Score -1435002 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1435170.375000 Penalty: 4700.365723
	Iteration 14Q: 3 clusters Score -1435170 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1435293.750000 Penalty: 4700.365723
	Iteration 15Q: 3 clusters Score -1435294 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1435376.250000 Penalty: 4700.365723
	Iteration 16Q: 3 clusters Score -1435376 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1435430.000000 Penalty: 4700.365723
	Iteration 17Q: 3 clusters Score -1435430 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1435464.250000 Penalty: 4700.365723
	Iteration 18Q: 3 clusters Score -1435464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1435483.500000 Penalty: 4700.365723
	Iteration 19Q: 3 clusters Score -1435484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1435500.875000 Penalty: 4700.365723
	Iteration 20F: 3 clusters Score -1435501 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1435516.375000 Penalty: 4700.365723
	Iteration 21Q: 3 clusters Score -1435516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1435528.000000 Penalty: 4700.365723
	Iteration 22Q: 3 clusters Score -1435528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1435540.000000 Penalty: 4700.365723
	Iteration 23Q: 3 clusters Score -1435540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1435540.500000 Penalty: 4700.365723
	Iteration 24Q: 3 clusters Score -1435540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1435547.875000 Penalty: 4700.365723
	Iteration 25Q: 3 clusters Score -1435548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1435549.250000 Penalty: 4700.365723
	Iteration 26Q: 3 clusters Score -1435549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1435555.875000 Penalty: 4700.365723
	Iteration 27Q: 3 clusters Score -1435556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1435564.875000 Penalty: 4700.365723
	Iteration 28Q: 3 clusters Score -1435565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1435566.000000 Penalty: 4700.365723
	Iteration 29Q: 3 clusters Score -1435566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1435570.875000 Penalty: 4700.365723
	Iteration 30Q: 3 clusters Score -1435571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1435576.250000 Penalty: 4700.365723
	Iteration 31Q: 3 clusters Score -1435576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1435579.000000 Penalty: 4700.365723
	Iteration 32Q: 3 clusters Score -1435579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1435586.000000 Penalty: 4700.365723
	Iteration 33Q: 3 clusters Score -1435586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1435588.375000 Penalty: 4700.365723
	Iteration 34Q: 3 clusters Score -1435588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1435594.000000 Penalty: 4700.365723
	Iteration 35Q: 3 clusters Score -1435594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1435594.875000 Penalty: 4700.365723
	Iteration 36Q: 3 clusters Score -1435595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1435596.750000 Penalty: 4700.365723
	Iteration 37Q: 3 clusters Score -1435597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1435594.250000 Penalty: 4700.365723
	Iteration 38Q: 3 clusters Score -1435594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1435598.375000 Penalty: 4700.365723
	Iteration 39Q: 3 clusters Score -1435598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1435601.500000 Penalty: 4700.365723
	Iteration 40F: 3 clusters Score -1435602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1435599.125000 Penalty: 4700.365723
	Iteration 41Q: 3 clusters Score -1435599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1435597.875000 Penalty: 4700.365723
	Iteration 42Q: 3 clusters Score -1435598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1435601.500000 Penalty: 4700.365723
	Iteration 43Q: 3 clusters Score -1435602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1435604.375000 Penalty: 4700.365723
	Iteration 44Q: 3 clusters Score -1435604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1435606.125000 Penalty: 4700.365723
	Iteration 45Q: 3 clusters Score -1435606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1435604.625000 Penalty: 4700.365723
	Iteration 46Q: 3 clusters Score -1435605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1435607.500000 Penalty: 4700.365723
	Iteration 47Q: 3 clusters Score -1435608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1435608.750000 Penalty: 4700.365723
	Iteration 48Q: 3 clusters Score -1435609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1435611.500000 Penalty: 4700.365723
	Iteration 49Q: 3 clusters Score -1435612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1435611.250000 Penalty: 4700.365723
	Iteration 50Q: 3 clusters Score -1435611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1435610.625000 Penalty: 4700.365723
	Iteration 51Q: 3 clusters Score -1435611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1435610.625000 Penalty: 4700.365723
	Iteration 52F: 3 clusters Score -1435611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Entering Unmasked Estep 
Score: -2513145.750000 Penalty: 2465.350098
	Iteration 0F: 2 clusters Score -2513146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2498645.250000 Penalty: 4930.700195
	Iteration 0F: 3 clusters Score -2498645 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2503966.750000 Penalty: 4930.700195
	Iteration 1F: 3 clusters Score -2503967 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2505097.250000 Penalty: 4930.700195
	Iteration 2F: 3 clusters Score -2505097 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2506403.250000 Penalty: 4930.700195
	Iteration 3F: 3 clusters Score -2506403 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2507932.750000 Penalty: 4930.700195
	Iteration 4F: 3 clusters Score -2507933 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2509540.250000 Penalty: 4930.700195
	Iteration 5F: 3 clusters Score -2509540 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2510963.000000 Penalty: 4930.700195
	Iteration 6F: 3 clusters Score -2510963 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2511903.500000 Penalty: 4930.700195
	Iteration 7F: 3 clusters Score -2511904 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2512412.500000 Penalty: 4930.700195
	Iteration 8Q: 3 clusters Score -2512412 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2512649.000000 Penalty: 4930.700195
	Iteration 9Q: 3 clusters Score -2512649 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2512756.000000 Penalty: 4930.700195
	Iteration 10Q: 3 clusters Score -2512756 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2512802.000000 Penalty: 4930.700195
	Iteration 11Q: 3 clusters Score -2512802 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2512839.250000 Penalty: 4930.700195
	Iteration 12Q: 3 clusters Score -2512839 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2512859.750000 Penalty: 4930.700195
	Iteration 13Q: 3 clusters Score -2512860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2512883.250000 Penalty: 4930.700195
	Iteration 14Q: 3 clusters Score -2512883 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2512892.000000 Penalty: 4930.700195
	Iteration 15Q: 3 clusters Score -2512892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2512904.500000 Penalty: 4930.700195
	Iteration 16Q: 3 clusters Score -2512904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2512914.750000 Penalty: 4930.700195
	Iteration 17Q: 3 clusters Score -2512915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2512932.500000 Penalty: 4930.700195
	Iteration 18Q: 3 clusters Score -2512932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2512949.500000 Penalty: 4930.700195
	Iteration 19Q: 3 clusters Score -2512950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2512969.500000 Penalty: 4930.700195
	Iteration 20F: 3 clusters Score -2512970 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2512985.500000 Penalty: 4930.700195
	Iteration 21Q: 3 clusters Score -2512986 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2513003.250000 Penalty: 4930.700195
	Iteration 22Q: 3 clusters Score -2513003 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2513031.000000 Penalty: 4930.700195
	Iteration 23Q: 3 clusters Score -2513031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2513056.750000 Penalty: 4930.700195
	Iteration 24Q: 3 clusters Score -2513057 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2513085.750000 Penalty: 4930.700195
	Iteration 25Q: 3 clusters Score -2513086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2513130.500000 Penalty: 4930.700195
	Iteration 26Q: 3 clusters Score -2513130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2513158.500000 Penalty: 4930.700195
	Iteration 27Q: 3 clusters Score -2513158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2513186.000000 Penalty: 4930.700195
	Iteration 28Q: 3 clusters Score -2513186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2513211.750000 Penalty: 4930.700195
	Iteration 29Q: 3 clusters Score -2513212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2513259.250000 Penalty: 4930.700195
	Iteration 30Q: 3 clusters Score -2513259 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2513300.500000 Penalty: 4930.700195
	Iteration 31Q: 3 clusters Score -2513300 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2513353.500000 Penalty: 4930.700195
	Iteration 32Q: 3 clusters Score -2513354 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2513409.250000 Penalty: 4930.700195
	Iteration 33Q: 3 clusters Score -2513409 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2513455.750000 Penalty: 4930.700195
	Iteration 34Q: 3 clusters Score -2513456 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2513510.000000 Penalty: 4930.700195
	Iteration 35Q: 3 clusters Score -2513510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2513563.500000 Penalty: 4930.700195
	Iteration 36Q: 3 clusters Score -2513564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2513600.500000 Penalty: 4930.700195
	Iteration 37Q: 3 clusters Score -2513600 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2513645.750000 Penalty: 4930.700195
	Iteration 38Q: 3 clusters Score -2513646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2513675.000000 Penalty: 4930.700195
	Iteration 39Q: 3 clusters Score -2513675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2513692.500000 Penalty: 4930.700195
	Iteration 40F: 3 clusters Score -2513692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2513708.000000 Penalty: 4930.700195
	Iteration 41Q: 3 clusters Score -2513708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2513720.750000 Penalty: 4930.700195
	Iteration 42Q: 3 clusters Score -2513721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2513728.000000 Penalty: 4930.700195
	Iteration 43Q: 3 clusters Score -2513728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2513731.250000 Penalty: 4930.700195
	Iteration 44Q: 3 clusters Score -2513731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2513733.500000 Penalty: 4930.700195
	Iteration 45Q: 3 clusters Score -2513734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2513739.750000 Penalty: 4930.700195
	Iteration 46Q: 3 clusters Score -2513740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2513748.750000 Penalty: 4930.700195
	Iteration 47Q: 3 clusters Score -2513749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2513754.750000 Penalty: 4930.700195
	Iteration 48Q: 3 clusters Score -2513755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2513755.750000 Penalty: 4930.700195
	Iteration 49Q: 3 clusters Score -2513756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2513755.250000 Penalty: 4930.700195
	Iteration 50Q: 3 clusters Score -2513755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2513757.000000 Penalty: 4930.700195
	Iteration 51Q: 3 clusters Score -2513757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2513756.500000 Penalty: 4930.700195
	Iteration 52Q: 3 clusters Score -2513756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2513751.250000 Penalty: 4930.700195
	Iteration 53Q: 3 clusters Score -2513751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2513752.000000 Penalty: 4930.700195
	Iteration 54Q: 3 clusters Score -2513752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2513756.750000 Penalty: 4930.700195
	Iteration 55Q: 3 clusters Score -2513757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2513757.000000 Penalty: 4930.700195
	Iteration 56Q: 3 clusters Score -2513757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2513754.750000 Penalty: 4930.700195
	Iteration 57Q: 3 clusters Score -2513755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2513757.500000 Penalty: 4930.700195
	Iteration 58Q: 3 clusters Score -2513758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2513757.750000 Penalty: 4930.700195
	Iteration 59Q: 3 clusters Score -2513758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2513757.000000 Penalty: 4930.700195
	Iteration 60F: 3 clusters Score -2513757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2513754.500000 Penalty: 4930.700195
	Iteration 61Q: 3 clusters Score -2513754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2513758.500000 Penalty: 4930.700195
	Iteration 62Q: 3 clusters Score -2513758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2513759.750000 Penalty: 4930.700195
	Iteration 63Q: 3 clusters Score -2513760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2513760.500000 Penalty: 4930.700195
	Iteration 64Q: 3 clusters Score -2513760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2513760.500000 Penalty: 4930.700195
	Iteration 65Q: 3 clusters Score -2513760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2513763.750000 Penalty: 4930.700195
	Iteration 66Q: 3 clusters Score -2513764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2513763.750000 Penalty: 4930.700195
	Iteration 67F: 3 clusters Score -2513764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5700 members 
Mstep: Class 3 contains 4050 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 40610 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 4741 members 
Mstep: Class 8 contains 8709 members 
Mstep: Class 9 contains 9387 members 
Mstep: Class 10 contains 16971 members 
Mstep: Class 11 contains 1830 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 27932 members 
Mstep: Class 17 contains 9471 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 17507 members 
Mstep: Class 25 contains 16857 members 
Mstep: Class 26 contains 5453 members 
Mstep: Class 27 contains 23454 members 
Mstep: Class 28 contains 5572 members 
Mstep: Class 29 contains 5657 members 
Mstep: Class 30 contains 5574 members 
Mstep: Class 31 contains 3753 members 
Mstep: Class 32 contains 7168 members 
Mstep: Class 33 contains 3256 members 
Entering Unmasked Estep 
Score: -35703884.000000 Penalty: 103772.101562
Splitting cluster 24 changes total score from -35703448.000000 to -35703884.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 25 (16857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Entering Unmasked Estep 
Score: -2018175.250000 Penalty: 2413.665283
	Iteration 0F: 2 clusters Score -2018175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2006166.750000 Penalty: 4827.330566
	Iteration 0F: 3 clusters Score -2006167 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2010384.250000 Penalty: 4827.330566
	Iteration 1F: 3 clusters Score -2010384 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2011192.125000 Penalty: 4827.330566
	Iteration 2F: 3 clusters Score -2011192 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2012143.125000 Penalty: 4827.330566
	Iteration 3F: 3 clusters Score -2012143 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2013010.375000 Penalty: 4827.330566
	Iteration 4F: 3 clusters Score -2013010 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2013838.875000 Penalty: 4827.330566
	Iteration 5F: 3 clusters Score -2013839 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2014511.875000 Penalty: 4827.330566
	Iteration 6F: 3 clusters Score -2014512 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2015039.750000 Penalty: 4827.330566
	Iteration 7Q: 3 clusters Score -2015040 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2015437.250000 Penalty: 4827.330566
	Iteration 8Q: 3 clusters Score -2015437 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2015736.875000 Penalty: 4827.330566
	Iteration 9Q: 3 clusters Score -2015737 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2015994.500000 Penalty: 4827.330566
	Iteration 10Q: 3 clusters Score -2015994 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2016179.625000 Penalty: 4827.330566
	Iteration 11Q: 3 clusters Score -2016180 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2016319.250000 Penalty: 4827.330566
	Iteration 12Q: 3 clusters Score -2016319 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2016437.125000 Penalty: 4827.330566
	Iteration 13Q: 3 clusters Score -2016437 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2016533.875000 Penalty: 4827.330566
	Iteration 14Q: 3 clusters Score -2016534 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2016599.000000 Penalty: 4827.330566
	Iteration 15Q: 3 clusters Score -2016599 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2016654.000000 Penalty: 4827.330566
	Iteration 16Q: 3 clusters Score -2016654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2016677.375000 Penalty: 4827.330566
	Iteration 17Q: 3 clusters Score -2016677 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2016703.625000 Penalty: 4827.330566
	Iteration 18Q: 3 clusters Score -2016704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2016741.500000 Penalty: 4827.330566
	Iteration 19Q: 3 clusters Score -2016742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2016785.875000 Penalty: 4827.330566
	Iteration 20F: 3 clusters Score -2016786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2016839.625000 Penalty: 4827.330566
	Iteration 21Q: 3 clusters Score -2016840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2016966.750000 Penalty: 4827.330566
	Iteration 22Q: 3 clusters Score -2016967 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2017286.000000 Penalty: 4827.330566
	Iteration 23Q: 3 clusters Score -2017286 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2017619.500000 Penalty: 4827.330566
	Iteration 24Q: 3 clusters Score -2017620 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2017705.625000 Penalty: 4827.330566
	Iteration 25Q: 3 clusters Score -2017706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2017746.000000 Penalty: 4827.330566
	Iteration 26Q: 3 clusters Score -2017746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2017749.375000 Penalty: 4827.330566
	Iteration 27Q: 3 clusters Score -2017749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2017763.625000 Penalty: 4827.330566
	Iteration 28Q: 3 clusters Score -2017764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2017768.750000 Penalty: 4827.330566
	Iteration 29Q: 3 clusters Score -2017769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2017770.375000 Penalty: 4827.330566
	Iteration 30Q: 3 clusters Score -2017770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2017772.000000 Penalty: 4827.330566
	Iteration 31Q: 3 clusters Score -2017772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2017773.375000 Penalty: 4827.330566
	Iteration 32Q: 3 clusters Score -2017773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2017773.250000 Penalty: 4827.330566
	Iteration 33Q: 3 clusters Score -2017773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2017772.875000 Penalty: 4827.330566
	Iteration 34Q: 3 clusters Score -2017773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2017775.625000 Penalty: 4827.330566
	Iteration 35Q: 3 clusters Score -2017776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2017776.875000 Penalty: 4827.330566
	Iteration 36Q: 3 clusters Score -2017777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2017776.875000 Penalty: 4827.330566
	Iteration 37F: 3 clusters Score -2017777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -659857.437500 Penalty: 2133.772461
	Iteration 0F: 2 clusters Score -659857.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -655044.375000 Penalty: 4267.544922
	Iteration 0F: 3 clusters Score -655044.4 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -656250.562500 Penalty: 4267.544922
	Iteration 1F: 3 clusters Score -656250.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -656492.937500 Penalty: 4267.544922
	Iteration 2F: 3 clusters Score -656492.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -656631.812500 Penalty: 4267.544922
	Iteration 3F: 3 clusters Score -656631.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -656732.312500 Penalty: 4267.544922
	Iteration 4Q: 3 clusters Score -656732.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -656803.687500 Penalty: 4267.544922
	Iteration 5Q: 3 clusters Score -656803.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -656863.187500 Penalty: 4267.544922
	Iteration 6Q: 3 clusters Score -656863.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -656911.687500 Penalty: 4267.544922
	Iteration 7Q: 3 clusters Score -656911.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -656960.250000 Penalty: 4267.544922
	Iteration 8Q: 3 clusters Score -656960.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -656992.437500 Penalty: 4267.544922
	Iteration 9Q: 3 clusters Score -656992.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -657026.250000 Penalty: 4267.544922
	Iteration 10Q: 3 clusters Score -657026.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -657062.687500 Penalty: 4267.544922
	Iteration 11Q: 3 clusters Score -657062.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -657100.937500 Penalty: 4267.544922
	Iteration 12Q: 3 clusters Score -657100.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -657137.625000 Penalty: 4267.544922
	Iteration 13Q: 3 clusters Score -657137.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -657173.812500 Penalty: 4267.544922
	Iteration 14Q: 3 clusters Score -657173.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -657204.562500 Penalty: 4267.544922
	Iteration 15Q: 3 clusters Score -657204.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -657235.000000 Penalty: 4267.544922
	Iteration 16Q: 3 clusters Score -657235 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -657263.000000 Penalty: 4267.544922
	Iteration 17Q: 3 clusters Score -657263 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -657297.875000 Penalty: 4267.544922
	Iteration 18Q: 3 clusters Score -657297.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -657338.625000 Penalty: 4267.544922
	Iteration 19Q: 3 clusters Score -657338.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -657367.187500 Penalty: 4267.544922
	Iteration 20F: 3 clusters Score -657367.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -657397.250000 Penalty: 4267.544922
	Iteration 21Q: 3 clusters Score -657397.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -657437.875000 Penalty: 4267.544922
	Iteration 22Q: 3 clusters Score -657437.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -657479.000000 Penalty: 4267.544922
	Iteration 23Q: 3 clusters Score -657479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -657520.000000 Penalty: 4267.544922
	Iteration 24Q: 3 clusters Score -657520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -657567.312500 Penalty: 4267.544922
	Iteration 25Q: 3 clusters Score -657567.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -657617.937500 Penalty: 4267.544922
	Iteration 26Q: 3 clusters Score -657617.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -657662.125000 Penalty: 4267.544922
	Iteration 27Q: 3 clusters Score -657662.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -657712.625000 Penalty: 4267.544922
	Iteration 28Q: 3 clusters Score -657712.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -657756.125000 Penalty: 4267.544922
	Iteration 29Q: 3 clusters Score -657756.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -657799.687500 Penalty: 4267.544922
	Iteration 30Q: 3 clusters Score -657799.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -657835.812500 Penalty: 4267.544922
	Iteration 31Q: 3 clusters Score -657835.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -657865.187500 Penalty: 4267.544922
	Iteration 32Q: 3 clusters Score -657865.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -657886.625000 Penalty: 4267.544922
	Iteration 33Q: 3 clusters Score -657886.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -657902.750000 Penalty: 4267.544922
	Iteration 34Q: 3 clusters Score -657902.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -657917.125000 Penalty: 4267.544922
	Iteration 35Q: 3 clusters Score -657917.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -657927.875000 Penalty: 4267.544922
	Iteration 36Q: 3 clusters Score -657927.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -657937.312500 Penalty: 4267.544922
	Iteration 37Q: 3 clusters Score -657937.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -657948.062500 Penalty: 4267.544922
	Iteration 38Q: 3 clusters Score -657948.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -657952.937500 Penalty: 4267.544922
	Iteration 39Q: 3 clusters Score -657952.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -657963.000000 Penalty: 4267.544922
	Iteration 40F: 3 clusters Score -657963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -657968.562500 Penalty: 4267.544922
	Iteration 41Q: 3 clusters Score -657968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -657975.875000 Penalty: 4267.544922
	Iteration 42Q: 3 clusters Score -657975.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -657982.812500 Penalty: 4267.544922
	Iteration 43Q: 3 clusters Score -657982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -657988.000000 Penalty: 4267.544922
	Iteration 44Q: 3 clusters Score -657988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -657994.625000 Penalty: 4267.544922
	Iteration 45Q: 3 clusters Score -657994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -657995.687500 Penalty: 4267.544922
	Iteration 46Q: 3 clusters Score -657995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -657998.625000 Penalty: 4267.544922
	Iteration 47Q: 3 clusters Score -657998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -657999.625000 Penalty: 4267.544922
	Iteration 48Q: 3 clusters Score -657999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -658000.000000 Penalty: 4267.544922
	Iteration 49Q: 3 clusters Score -658000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -658001.500000 Penalty: 4267.544922
	Iteration 50Q: 3 clusters Score -658001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -658001.500000 Penalty: 4267.544922
	Iteration 51F: 3 clusters Score -658001.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Entering Unmasked Estep 
Score: -2829969.750000 Penalty: 2495.573486
	Iteration 0F: 2 clusters Score -2829970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2813644.500000 Penalty: 4991.146973
	Iteration 0F: 3 clusters Score -2813644 nChanged 10333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2819298.250000 Penalty: 4991.146973
	Iteration 1F: 3 clusters Score -2819298 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2819862.000000 Penalty: 4991.146973
	Iteration 2F: 3 clusters Score -2819862 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2820349.000000 Penalty: 4991.146973
	Iteration 3F: 3 clusters Score -2820349 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2820878.500000 Penalty: 4991.146973
	Iteration 4Q: 3 clusters Score -2820878 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2821603.250000 Penalty: 4991.146973
	Iteration 5F: 3 clusters Score -2821603 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2822745.000000 Penalty: 4991.146973
	Iteration 6F: 3 clusters Score -2822745 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2824426.750000 Penalty: 4991.146973
	Iteration 7F: 3 clusters Score -2824427 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2826020.750000 Penalty: 4991.146973
	Iteration 8F: 3 clusters Score -2826021 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2827044.250000 Penalty: 4991.146973
	Iteration 9F: 3 clusters Score -2827044 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2827597.000000 Penalty: 4991.146973
	Iteration 10Q: 3 clusters Score -2827597 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2827898.500000 Penalty: 4991.146973
	Iteration 11Q: 3 clusters Score -2827898 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2828075.500000 Penalty: 4991.146973
	Iteration 12Q: 3 clusters Score -2828076 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -2828189.000000 Penalty: 4991.146973
	Iteration 13Q: 3 clusters Score -2828189 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2828263.500000 Penalty: 4991.146973
	Iteration 14Q: 3 clusters Score -2828264 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2828324.250000 Penalty: 4991.146973
	Iteration 15Q: 3 clusters Score -2828324 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2828370.250000 Penalty: 4991.146973
	Iteration 16Q: 3 clusters Score -2828370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2828406.000000 Penalty: 4991.146973
	Iteration 17Q: 3 clusters Score -2828406 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2828426.250000 Penalty: 4991.146973
	Iteration 18Q: 3 clusters Score -2828426 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2828429.750000 Penalty: 4991.146973
	Iteration 19Q: 3 clusters Score -2828430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2828460.750000 Penalty: 4991.146973
	Iteration 20F: 3 clusters Score -2828461 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2828468.000000 Penalty: 4991.146973
	Iteration 21Q: 3 clusters Score -2828468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2828474.000000 Penalty: 4991.146973
	Iteration 22Q: 3 clusters Score -2828474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2828495.000000 Penalty: 4991.146973
	Iteration 23Q: 3 clusters Score -2828495 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2828512.500000 Penalty: 4991.146973
	Iteration 24Q: 3 clusters Score -2828512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2828515.250000 Penalty: 4991.146973
	Iteration 25Q: 3 clusters Score -2828515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2828524.250000 Penalty: 4991.146973
	Iteration 26Q: 3 clusters Score -2828524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2828541.750000 Penalty: 4991.146973
	Iteration 27Q: 3 clusters Score -2828542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2828539.500000 Penalty: 4991.146973
	Iteration 28Q: 3 clusters Score -2828540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2828546.750000 Penalty: 4991.146973
	Iteration 29Q: 3 clusters Score -2828547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2828547.000000 Penalty: 4991.146973
	Iteration 30Q: 3 clusters Score -2828547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2828560.500000 Penalty: 4991.146973
	Iteration 31Q: 3 clusters Score -2828560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2828567.000000 Penalty: 4991.146973
	Iteration 32Q: 3 clusters Score -2828567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2828560.000000 Penalty: 4991.146973
	Iteration 33Q: 3 clusters Score -2828560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2828568.250000 Penalty: 4991.146973
	Iteration 34Q: 3 clusters Score -2828568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2828569.500000 Penalty: 4991.146973
	Iteration 35Q: 3 clusters Score -2828570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2828573.250000 Penalty: 4991.146973
	Iteration 36Q: 3 clusters Score -2828573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2828580.500000 Penalty: 4991.146973
	Iteration 37Q: 3 clusters Score -2828580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2828586.000000 Penalty: 4991.146973
	Iteration 38Q: 3 clusters Score -2828586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2828602.500000 Penalty: 4991.146973
	Iteration 39Q: 3 clusters Score -2828602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2828615.250000 Penalty: 4991.146973
	Iteration 40F: 3 clusters Score -2828615 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2828628.000000 Penalty: 4991.146973
	Iteration 41Q: 3 clusters Score -2828628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2828637.750000 Penalty: 4991.146973
	Iteration 42Q: 3 clusters Score -2828638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2828637.750000 Penalty: 4991.146973
	Iteration 43Q: 3 clusters Score -2828638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2828643.000000 Penalty: 4991.146973
	Iteration 44Q: 3 clusters Score -2828643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2828642.000000 Penalty: 4991.146973
	Iteration 45Q: 3 clusters Score -2828642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2828651.000000 Penalty: 4991.146973
	Iteration 46Q: 3 clusters Score -2828651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2828659.500000 Penalty: 4991.146973
	Iteration 47Q: 3 clusters Score -2828660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2828668.000000 Penalty: 4991.146973
	Iteration 48Q: 3 clusters Score -2828668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2828676.750000 Penalty: 4991.146973
	Iteration 49Q: 3 clusters Score -2828677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2828686.250000 Penalty: 4991.146973
	Iteration 50Q: 3 clusters Score -2828686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2828692.250000 Penalty: 4991.146973
	Iteration 51Q: 3 clusters Score -2828692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2828697.250000 Penalty: 4991.146973
	Iteration 52Q: 3 clusters Score -2828697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2828696.250000 Penalty: 4991.146973
	Iteration 53Q: 3 clusters Score -2828696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2828703.500000 Penalty: 4991.146973
	Iteration 54Q: 3 clusters Score -2828704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2828704.500000 Penalty: 4991.146973
	Iteration 55Q: 3 clusters Score -2828704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2828704.000000 Penalty: 4991.146973
	Iteration 56Q: 3 clusters Score -2828704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2828703.500000 Penalty: 4991.146973
	Iteration 57Q: 3 clusters Score -2828704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2828704.500000 Penalty: 4991.146973
	Iteration 58Q: 3 clusters Score -2828704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2828701.250000 Penalty: 4991.146973
	Iteration 59Q: 3 clusters Score -2828701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2828700.750000 Penalty: 4991.146973
	Iteration 60F: 3 clusters Score -2828701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2828702.000000 Penalty: 4991.146973
	Iteration 61Q: 3 clusters Score -2828702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2828700.750000 Penalty: 4991.146973
	Iteration 62Q: 3 clusters Score -2828701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2828702.500000 Penalty: 4991.146973
	Iteration 63Q: 3 clusters Score -2828702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2828703.500000 Penalty: 4991.146973
	Iteration 64Q: 3 clusters Score -2828704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2828704.000000 Penalty: 4991.146973
	Iteration 65Q: 3 clusters Score -2828704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2828702.000000 Penalty: 4991.146973
	Iteration 66Q: 3 clusters Score -2828702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2828707.500000 Penalty: 4991.146973
	Iteration 67Q: 3 clusters Score -2828708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2828711.500000 Penalty: 4991.146973
	Iteration 68Q: 3 clusters Score -2828712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2828705.000000 Penalty: 4991.146973
	Iteration 69Q: 3 clusters Score -2828705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2828701.250000 Penalty: 4991.146973
	Iteration 70Q: 3 clusters Score -2828701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2828704.500000 Penalty: 4991.146973
	Iteration 71Q: 3 clusters Score -2828704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2828704.750000 Penalty: 4991.146973
	Iteration 72Q: 3 clusters Score -2828705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2828705.500000 Penalty: 4991.146973
	Iteration 73Q: 3 clusters Score -2828706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2828716.750000 Penalty: 4991.146973
	Iteration 74Q: 3 clusters Score -2828717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2828711.750000 Penalty: 4991.146973
	Iteration 75Q: 3 clusters Score -2828712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2828711.750000 Penalty: 4991.146973
	Iteration 76Q: 3 clusters Score -2828712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2828706.500000 Penalty: 4991.146973
	Iteration 77Q: 3 clusters Score -2828706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2828709.000000 Penalty: 4991.146973
	Iteration 78Q: 3 clusters Score -2828709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -2828705.500000 Penalty: 4991.146973
	Iteration 79Q: 3 clusters Score -2828706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2828707.250000 Penalty: 4991.146973
	Iteration 80F: 3 clusters Score -2828707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2828708.500000 Penalty: 4991.146973
	Iteration 81Q: 3 clusters Score -2828708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2828707.250000 Penalty: 4991.146973
	Iteration 82Q: 3 clusters Score -2828707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2828709.500000 Penalty: 4991.146973
	Iteration 83Q: 3 clusters Score -2828710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2828713.000000 Penalty: 4991.146973
	Iteration 84Q: 3 clusters Score -2828713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2828715.250000 Penalty: 4991.146973
	Iteration 85Q: 3 clusters Score -2828715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2828719.250000 Penalty: 4991.146973
	Iteration 86Q: 3 clusters Score -2828719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2828717.000000 Penalty: 4991.146973
	Iteration 87Q: 3 clusters Score -2828717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2828722.000000 Penalty: 4991.146973
	Iteration 88Q: 3 clusters Score -2828722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2828726.500000 Penalty: 4991.146973
	Iteration 89Q: 3 clusters Score -2828726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2828723.000000 Penalty: 4991.146973
	Iteration 90Q: 3 clusters Score -2828723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2828723.500000 Penalty: 4991.146973
	Iteration 91Q: 3 clusters Score -2828724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2828723.750000 Penalty: 4991.146973
	Iteration 92Q: 3 clusters Score -2828724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2828727.000000 Penalty: 4991.146973
	Iteration 93Q: 3 clusters Score -2828727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2828727.000000 Penalty: 4991.146973
	Iteration 94Q: 3 clusters Score -2828727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2828726.250000 Penalty: 4991.146973
	Iteration 95Q: 3 clusters Score -2828726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2828728.750000 Penalty: 4991.146973
	Iteration 96Q: 3 clusters Score -2828729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2828728.250000 Penalty: 4991.146973
	Iteration 97Q: 3 clusters Score -2828728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2828730.250000 Penalty: 4991.146973
	Iteration 98Q: 3 clusters Score -2828730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2828729.750000 Penalty: 4991.146973
	Iteration 99Q: 3 clusters Score -2828730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2828731.250000 Penalty: 4991.146973
	Iteration 100F: 3 clusters Score -2828731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2828737.250000 Penalty: 4991.146973
	Iteration 101Q: 3 clusters Score -2828737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2828737.000000 Penalty: 4991.146973
	Iteration 102Q: 3 clusters Score -2828737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2828741.250000 Penalty: 4991.146973
	Iteration 103Q: 3 clusters Score -2828741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2828738.500000 Penalty: 4991.146973
	Iteration 104Q: 3 clusters Score -2828738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2828737.250000 Penalty: 4991.146973
	Iteration 105Q: 3 clusters Score -2828737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2828743.750000 Penalty: 4991.146973
	Iteration 106Q: 3 clusters Score -2828744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2828751.250000 Penalty: 4991.146973
	Iteration 107Q: 3 clusters Score -2828751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2828748.500000 Penalty: 4991.146973
	Iteration 108Q: 3 clusters Score -2828748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2828749.000000 Penalty: 4991.146973
	Iteration 109Q: 3 clusters Score -2828749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2828748.000000 Penalty: 4991.146973
	Iteration 110Q: 3 clusters Score -2828748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2828747.500000 Penalty: 4991.146973
	Iteration 111Q: 3 clusters Score -2828748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2828752.250000 Penalty: 4991.146973
	Iteration 112Q: 3 clusters Score -2828752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2828749.000000 Penalty: 4991.146973
	Iteration 113Q: 3 clusters Score -2828749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2828749.000000 Penalty: 4991.146973
	Iteration 114Q: 3 clusters Score -2828749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2828745.500000 Penalty: 4991.146973
	Iteration 115Q: 3 clusters Score -2828746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2828745.750000 Penalty: 4991.146973
	Iteration 116Q: 3 clusters Score -2828746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2828747.750000 Penalty: 4991.146973
	Iteration 117Q: 3 clusters Score -2828748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2828749.750000 Penalty: 4991.146973
	Iteration 118Q: 3 clusters Score -2828750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2828751.000000 Penalty: 4991.146973
	Iteration 119Q: 3 clusters Score -2828751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2828753.250000 Penalty: 4991.146973
	Iteration 120F: 3 clusters Score -2828753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2828752.750000 Penalty: 4991.146973
	Iteration 121Q: 3 clusters Score -2828753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2828752.250000 Penalty: 4991.146973
	Iteration 122Q: 3 clusters Score -2828752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2828752.250000 Penalty: 4991.146973
	Iteration 123F: 3 clusters Score -2828752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -657659.437500 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -657659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -652724.312500 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -652724.3 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -653962.437500 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -653962.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -654274.625000 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -654274.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -654549.312500 Penalty: 4278.252441
	Iteration 3F: 3 clusters Score -654549.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -654793.625000 Penalty: 4278.252441
	Iteration 4F: 3 clusters Score -654793.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -655007.187500 Penalty: 4278.252441
	Iteration 5Q: 3 clusters Score -655007.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -655209.250000 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -655209.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -655385.375000 Penalty: 4278.252441
	Iteration 7Q: 3 clusters Score -655385.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -655562.937500 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -655562.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -655739.875000 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -655739.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -655922.500000 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -655922.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -656096.062500 Penalty: 4278.252441
	Iteration 11Q: 3 clusters Score -656096.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -656250.562500 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -656250.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -656347.937500 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -656347.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -656393.937500 Penalty: 4278.252441
	Iteration 14Q: 3 clusters Score -656393.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -656428.500000 Penalty: 4278.252441
	Iteration 15Q: 3 clusters Score -656428.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -656454.312500 Penalty: 4278.252441
	Iteration 16Q: 3 clusters Score -656454.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -656477.625000 Penalty: 4278.252441
	Iteration 17Q: 3 clusters Score -656477.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -656496.125000 Penalty: 4278.252441
	Iteration 18Q: 3 clusters Score -656496.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -656518.875000 Penalty: 4278.252441
	Iteration 19Q: 3 clusters Score -656518.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -656536.125000 Penalty: 4278.252441
	Iteration 20F: 3 clusters Score -656536.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -656554.000000 Penalty: 4278.252441
	Iteration 21Q: 3 clusters Score -656554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -656567.562500 Penalty: 4278.252441
	Iteration 22Q: 3 clusters Score -656567.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -656579.375000 Penalty: 4278.252441
	Iteration 23Q: 3 clusters Score -656579.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -656589.062500 Penalty: 4278.252441
	Iteration 24Q: 3 clusters Score -656589.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -656596.250000 Penalty: 4278.252441
	Iteration 25Q: 3 clusters Score -656596.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -656601.937500 Penalty: 4278.252441
	Iteration 26Q: 3 clusters Score -656601.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -656609.812500 Penalty: 4278.252441
	Iteration 27Q: 3 clusters Score -656609.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -656617.875000 Penalty: 4278.252441
	Iteration 28Q: 3 clusters Score -656617.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -656625.500000 Penalty: 4278.252441
	Iteration 29Q: 3 clusters Score -656625.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -656633.375000 Penalty: 4278.252441
	Iteration 30Q: 3 clusters Score -656633.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -656642.125000 Penalty: 4278.252441
	Iteration 31Q: 3 clusters Score -656642.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -656649.375000 Penalty: 4278.252441
	Iteration 32Q: 3 clusters Score -656649.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -656656.437500 Penalty: 4278.252441
	Iteration 33Q: 3 clusters Score -656656.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -656660.687500 Penalty: 4278.252441
	Iteration 34Q: 3 clusters Score -656660.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -656667.000000 Penalty: 4278.252441
	Iteration 35Q: 3 clusters Score -656667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -656669.812500 Penalty: 4278.252441
	Iteration 36Q: 3 clusters Score -656669.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -656670.562500 Penalty: 4278.252441
	Iteration 37Q: 3 clusters Score -656670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -656672.312500 Penalty: 4278.252441
	Iteration 38Q: 3 clusters Score -656672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -656672.250000 Penalty: 4278.252441
	Iteration 39Q: 3 clusters Score -656672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -656673.000000 Penalty: 4278.252441
	Iteration 40F: 3 clusters Score -656673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Entering Unmasked Estep 
Score: -675364.687500 Penalty: 2142.880859
	Iteration 0F: 2 clusters Score -675364.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -670411.500000 Penalty: 4285.761719
	Iteration 0F: 3 clusters Score -670411.5 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -671645.125000 Penalty: 4285.761719
	Iteration 1F: 3 clusters Score -671645.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -671843.187500 Penalty: 4285.761719
	Iteration 2F: 3 clusters Score -671843.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -672006.375000 Penalty: 4285.761719
	Iteration 3Q: 3 clusters Score -672006.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -672171.250000 Penalty: 4285.761719
	Iteration 4Q: 3 clusters Score -672171.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -672337.000000 Penalty: 4285.761719
	Iteration 5Q: 3 clusters Score -672337 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -672502.312500 Penalty: 4285.761719
	Iteration 6Q: 3 clusters Score -672502.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -672666.500000 Penalty: 4285.761719
	Iteration 7Q: 3 clusters Score -672666.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -672818.375000 Penalty: 4285.761719
	Iteration 8Q: 3 clusters Score -672818.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -672951.687500 Penalty: 4285.761719
	Iteration 9Q: 3 clusters Score -672951.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -673058.562500 Penalty: 4285.761719
	Iteration 10Q: 3 clusters Score -673058.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -673140.625000 Penalty: 4285.761719
	Iteration 11Q: 3 clusters Score -673140.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -673214.812500 Penalty: 4285.761719
	Iteration 12Q: 3 clusters Score -673214.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -673280.500000 Penalty: 4285.761719
	Iteration 13Q: 3 clusters Score -673280.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -673329.937500 Penalty: 4285.761719
	Iteration 14Q: 3 clusters Score -673329.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -673360.937500 Penalty: 4285.761719
	Iteration 15Q: 3 clusters Score -673360.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -673389.500000 Penalty: 4285.761719
	Iteration 16Q: 3 clusters Score -673389.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -673413.625000 Penalty: 4285.761719
	Iteration 17Q: 3 clusters Score -673413.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -673434.187500 Penalty: 4285.761719
	Iteration 18Q: 3 clusters Score -673434.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -673450.312500 Penalty: 4285.761719
	Iteration 19Q: 3 clusters Score -673450.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -673466.937500 Penalty: 4285.761719
	Iteration 20F: 3 clusters Score -673466.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -673479.875000 Penalty: 4285.761719
	Iteration 21Q: 3 clusters Score -673479.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -673495.937500 Penalty: 4285.761719
	Iteration 22Q: 3 clusters Score -673495.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -673510.250000 Penalty: 4285.761719
	Iteration 23Q: 3 clusters Score -673510.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -673522.187500 Penalty: 4285.761719
	Iteration 24Q: 3 clusters Score -673522.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -673528.187500 Penalty: 4285.761719
	Iteration 25Q: 3 clusters Score -673528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -673531.187500 Penalty: 4285.761719
	Iteration 26Q: 3 clusters Score -673531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -673534.000000 Penalty: 4285.761719
	Iteration 27Q: 3 clusters Score -673534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -673538.187500 Penalty: 4285.761719
	Iteration 28Q: 3 clusters Score -673538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -673543.312500 Penalty: 4285.761719
	Iteration 29Q: 3 clusters Score -673543.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -673546.937500 Penalty: 4285.761719
	Iteration 30Q: 3 clusters Score -673546.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -673555.250000 Penalty: 4285.761719
	Iteration 31Q: 3 clusters Score -673555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -673558.312500 Penalty: 4285.761719
	Iteration 32Q: 3 clusters Score -673558.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -673564.250000 Penalty: 4285.761719
	Iteration 33Q: 3 clusters Score -673564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -673567.437500 Penalty: 4285.761719
	Iteration 34Q: 3 clusters Score -673567.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -673570.500000 Penalty: 4285.761719
	Iteration 35Q: 3 clusters Score -673570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -673573.000000 Penalty: 4285.761719
	Iteration 36Q: 3 clusters Score -673573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -673573.687500 Penalty: 4285.761719
	Iteration 37Q: 3 clusters Score -673573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -673576.125000 Penalty: 4285.761719
	Iteration 38Q: 3 clusters Score -673576.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -673579.187500 Penalty: 4285.761719
	Iteration 39Q: 3 clusters Score -673579.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -673582.250000 Penalty: 4285.761719
	Iteration 40F: 3 clusters Score -673582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -673584.750000 Penalty: 4285.761719
	Iteration 41Q: 3 clusters Score -673584.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -673590.812500 Penalty: 4285.761719
	Iteration 42Q: 3 clusters Score -673590.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -673594.250000 Penalty: 4285.761719
	Iteration 43Q: 3 clusters Score -673594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -673599.812500 Penalty: 4285.761719
	Iteration 44Q: 3 clusters Score -673599.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -673602.500000 Penalty: 4285.761719
	Iteration 45Q: 3 clusters Score -673602.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -673605.312500 Penalty: 4285.761719
	Iteration 46Q: 3 clusters Score -673605.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -673605.312500 Penalty: 4285.761719
	Iteration 47F: 3 clusters Score -673605.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Entering Unmasked Estep 
Score: -658861.125000 Penalty: 2139.215332
	Iteration 0F: 2 clusters Score -658861.1 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 2750 members 
Entering Unmasked Estep 
Score: -653956.000000 Penalty: 4278.430664
	Iteration 0F: 3 clusters Score -653956 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -655165.500000 Penalty: 4278.430664
	Iteration 1F: 3 clusters Score -655165.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -655407.187500 Penalty: 4278.430664
	Iteration 2F: 3 clusters Score -655407.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -655562.125000 Penalty: 4278.430664
	Iteration 3F: 3 clusters Score -655562.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -655673.562500 Penalty: 4278.430664
	Iteration 4Q: 3 clusters Score -655673.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -655753.687500 Penalty: 4278.430664
	Iteration 5Q: 3 clusters Score -655753.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -655832.000000 Penalty: 4278.430664
	Iteration 6Q: 3 clusters Score -655832 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -655916.312500 Penalty: 4278.430664
	Iteration 7Q: 3 clusters Score -655916.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -655990.812500 Penalty: 4278.430664
	Iteration 8Q: 3 clusters Score -655990.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -656061.000000 Penalty: 4278.430664
	Iteration 9Q: 3 clusters Score -656061 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -656126.437500 Penalty: 4278.430664
	Iteration 10Q: 3 clusters Score -656126.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -656221.000000 Penalty: 4278.430664
	Iteration 11Q: 3 clusters Score -656221 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -656337.562500 Penalty: 4278.430664
	Iteration 12Q: 3 clusters Score -656337.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -656463.625000 Penalty: 4278.430664
	Iteration 13Q: 3 clusters Score -656463.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -656599.187500 Penalty: 4278.430664
	Iteration 14Q: 3 clusters Score -656599.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -656754.125000 Penalty: 4278.430664
	Iteration 15Q: 3 clusters Score -656754.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -656899.375000 Penalty: 4278.430664
	Iteration 16Q: 3 clusters Score -656899.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -657057.687500 Penalty: 4278.430664
	Iteration 17Q: 3 clusters Score -657057.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -657215.000000 Penalty: 4278.430664
	Iteration 18Q: 3 clusters Score -657215 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -657312.062500 Penalty: 4278.430664
	Iteration 19Q: 3 clusters Score -657312.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -657366.812500 Penalty: 4278.430664
	Iteration 20F: 3 clusters Score -657366.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -657397.937500 Penalty: 4278.430664
	Iteration 21Q: 3 clusters Score -657397.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -657421.687500 Penalty: 4278.430664
	Iteration 22Q: 3 clusters Score -657421.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -657434.812500 Penalty: 4278.430664
	Iteration 23Q: 3 clusters Score -657434.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -657444.750000 Penalty: 4278.430664
	Iteration 24Q: 3 clusters Score -657444.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -657450.125000 Penalty: 4278.430664
	Iteration 25Q: 3 clusters Score -657450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -657453.500000 Penalty: 4278.430664
	Iteration 26Q: 3 clusters Score -657453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -657454.375000 Penalty: 4278.430664
	Iteration 27Q: 3 clusters Score -657454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -657455.312500 Penalty: 4278.430664
	Iteration 28Q: 3 clusters Score -657455.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -657456.062500 Penalty: 4278.430664
	Iteration 29Q: 3 clusters Score -657456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -657457.625000 Penalty: 4278.430664
	Iteration 30Q: 3 clusters Score -657457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -657457.437500 Penalty: 4278.430664
	Iteration 31Q: 3 clusters Score -657457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -657458.375000 Penalty: 4278.430664
	Iteration 32Q: 3 clusters Score -657458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -657457.875000 Penalty: 4278.430664
	Iteration 33Q: 3 clusters Score -657457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -657457.187500 Penalty: 4278.430664
	Iteration 34Q: 3 clusters Score -657457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -657457.187500 Penalty: 4278.430664
	Iteration 35F: 3 clusters Score -657457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Entering Unmasked Estep 
Score: -310202.312500 Penalty: 2041.116943
	Iteration 0F: 2 clusters Score -310202.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -306492.843750 Penalty: 4082.233887
	Iteration 0F: 3 clusters Score -306492.8 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -307375.656250 Penalty: 4082.233887
	Iteration 1F: 3 clusters Score -307375.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -307639.906250 Penalty: 4082.233887
	Iteration 2F: 3 clusters Score -307639.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -307826.343750 Penalty: 4082.233887
	Iteration 3F: 3 clusters Score -307826.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -307980.687500 Penalty: 4082.233887
	Iteration 4F: 3 clusters Score -307980.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -308121.187500 Penalty: 4082.233887
	Iteration 5Q: 3 clusters Score -308121.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -308219.437500 Penalty: 4082.233887
	Iteration 6Q: 3 clusters Score -308219.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -308297.500000 Penalty: 4082.233887
	Iteration 7Q: 3 clusters Score -308297.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -308376.187500 Penalty: 4082.233887
	Iteration 8Q: 3 clusters Score -308376.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -308446.906250 Penalty: 4082.233887
	Iteration 9Q: 3 clusters Score -308446.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -308501.218750 Penalty: 4082.233887
	Iteration 10Q: 3 clusters Score -308501.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -308542.937500 Penalty: 4082.233887
	Iteration 11Q: 3 clusters Score -308542.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -308566.906250 Penalty: 4082.233887
	Iteration 12Q: 3 clusters Score -308566.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -308579.906250 Penalty: 4082.233887
	Iteration 13Q: 3 clusters Score -308579.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -308593.218750 Penalty: 4082.233887
	Iteration 14Q: 3 clusters Score -308593.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -308604.593750 Penalty: 4082.233887
	Iteration 15Q: 3 clusters Score -308604.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -308611.218750 Penalty: 4082.233887
	Iteration 16Q: 3 clusters Score -308611.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -308613.906250 Penalty: 4082.233887
	Iteration 17Q: 3 clusters Score -308613.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -308616.031250 Penalty: 4082.233887
	Iteration 18Q: 3 clusters Score -308616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -308616.656250 Penalty: 4082.233887
	Iteration 19Q: 3 clusters Score -308616.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -308617.187500 Penalty: 4082.233887
	Iteration 20F: 3 clusters Score -308617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5700 members 
Mstep: Class 3 contains 4050 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 40610 members 
Mstep: Class 6 contains 6005 members 
Mstep: Class 7 contains 4741 members 
Mstep: Class 8 contains 8709 members 
Mstep: Class 9 contains 9387 members 
Mstep: Class 10 contains 16971 members 
Mstep: Class 11 contains 1830 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 27932 members 
Mstep: Class 17 contains 9471 members 
Mstep: Class 18 contains 17939 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 23 contains 13050 members 
Mstep: Class 24 contains 17507 members 
Mstep: Class 25 contains 16857 members 
Mstep: Class 26 contains 5453 members 
Mstep: Class 27 contains 23454 members 
Mstep: Class 28 contains 5572 members 
Mstep: Class 29 contains 5657 members 
Mstep: Class 30 contains 5574 members 
Mstep: Class 31 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35705152.000000 Penalty: 103772.101562
Iteration 79Q: 34 clusters Score -3.570515e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 4047 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 40732 members 
Mstep: Class 6 contains 5996 members 
Mstep: Class 7 contains 4741 members 
Mstep: Class 8 contains 8737 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 16932 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 2779 members 
Mstep: Class 13 contains 5410 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 27991 members 
Mstep: Class 17 contains 9471 members 
Mstep: Class 18 contains 17910 members 
Mstep: Class 19 contains 11989 members 
Mstep: Class 20 contains 3421 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 13153 members 
Mstep: Class 24 contains 17410 members 
Mstep: Class 25 contains 16770 members 
Mstep: Class 26 contains 5464 members 
Mstep: Class 27 contains 23554 members 
Mstep: Class 28 contains 5575 members 
Mstep: Class 29 contains 5656 members 
Mstep: Class 30 contains 5590 members 
Mstep: Class 31 contains 3754 members 
Mstep: Class 32 contains 6924 members 
Mstep: Class 33 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706428.000000 Penalty: 103772.101562
Iteration 80F: 34 clusters Score -3.570643e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5682 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 40625 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4740 members 
Mstep: Class 8 contains 8769 members 
Mstep: Class 9 contains 9424 members 
Mstep: Class 10 contains 16915 members 
Mstep: Class 11 contains 1984 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 8668 members 
Mstep: Class 16 contains 27964 members 
Mstep: Class 17 contains 9475 members 
Mstep: Class 18 contains 17852 members 
Mstep: Class 19 contains 11936 members 
Mstep: Class 20 contains 3366 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 1276 members 
Mstep: Class 23 contains 13127 members 
Mstep: Class 24 contains 17359 members 
Mstep: Class 25 contains 16475 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 23615 members 
Mstep: Class 28 contains 5570 members 
Mstep: Class 29 contains 5652 members 
Mstep: Class 30 contains 5591 members 
Mstep: Class 31 contains 3756 members 
Mstep: Class 32 contains 7120 members 
Mstep: Class 33 contains 3327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35707076.000000 Penalty: 103772.101562
Iteration 81Q: 34 clusters Score -3.570708e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5673 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 40617 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 4739 members 
Mstep: Class 8 contains 8799 members 
Mstep: Class 9 contains 9416 members 
Mstep: Class 10 contains 16899 members 
Mstep: Class 11 contains 1992 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 3736 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 27933 members 
Mstep: Class 17 contains 9477 members 
Mstep: Class 18 contains 17814 members 
Mstep: Class 19 contains 11861 members 
Mstep: Class 20 contains 3337 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 1277 members 
Mstep: Class 23 contains 13102 members 
Mstep: Class 24 contains 17319 members 
Mstep: Class 25 contains 16186 members 
Mstep: Class 26 contains 5510 members 
Mstep: Class 27 contains 23680 members 
Mstep: Class 28 contains 5571 members 
Mstep: Class 29 contains 5647 members 
Mstep: Class 30 contains 5595 members 
Mstep: Class 31 contains 3761 members 
Mstep: Class 32 contains 7254 members 
Mstep: Class 33 contains 3426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35707560.000000 Penalty: 103772.101562
Iteration 82Q: 34 clusters Score -3.570756e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5667 members 
Mstep: Class 3 contains 4061 members 
Mstep: Class 4 contains 14964 members 
Mstep: Class 5 contains 40633 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 8821 members 
Mstep: Class 9 contains 9412 members 
Mstep: Class 10 contains 16888 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 3726 members 
Mstep: Class 15 contains 8631 members 
Mstep: Class 16 contains 27890 members 
Mstep: Class 17 contains 9479 members 
Mstep: Class 18 contains 17760 members 
Mstep: Class 19 contains 11790 members 
Mstep: Class 20 contains 3318 members 
Mstep: Class 21 contains 1536 members 
Mstep: Class 22 contains 1279 members 
Mstep: Class 23 contains 13112 members 
Mstep: Class 24 contains 17308 members 
Mstep: Class 25 contains 15872 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 23736 members 
Mstep: Class 28 contains 5575 members 
Mstep: Class 29 contains 5643 members 
Mstep: Class 30 contains 5610 members 
Mstep: Class 31 contains 3761 members 
Mstep: Class 32 contains 7367 members 
Mstep: Class 33 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35707828.000000 Penalty: 103772.101562
Iteration 83Q: 34 clusters Score -3.570783e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5664 members 
Mstep: Class 3 contains 4060 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 40632 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 8849 members 
Mstep: Class 9 contains 9416 members 
Mstep: Class 10 contains 16882 members 
Mstep: Class 11 contains 1994 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 6355 members 
Mstep: Class 14 contains 3717 members 
Mstep: Class 15 contains 8644 members 
Mstep: Class 16 contains 27850 members 
Mstep: Class 17 contains 9491 members 
Mstep: Class 18 contains 17723 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 3303 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 13095 members 
Mstep: Class 24 contains 17311 members 
Mstep: Class 25 contains 15574 members 
Mstep: Class 26 contains 5518 members 
Mstep: Class 27 contains 23797 members 
Mstep: Class 28 contains 5578 members 
Mstep: Class 29 contains 5642 members 
Mstep: Class 30 contains 5616 members 
Mstep: Class 31 contains 3762 members 
Mstep: Class 32 contains 7439 members 
Mstep: Class 33 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35708208.000000 Penalty: 103772.101562
Iteration 84Q: 34 clusters Score -3.570821e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5659 members 
Mstep: Class 3 contains 4057 members 
Mstep: Class 4 contains 14965 members 
Mstep: Class 5 contains 40658 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 8872 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 16861 members 
Mstep: Class 11 contains 2002 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 13 contains 6581 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 8656 members 
Mstep: Class 16 contains 27800 members 
Mstep: Class 17 contains 9494 members 
Mstep: Class 18 contains 17701 members 
Mstep: Class 19 contains 11657 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 13096 members 
Mstep: Class 24 contains 17315 members 
Mstep: Class 25 contains 15310 members 
Mstep: Class 26 contains 5519 members 
Mstep: Class 27 contains 23850 members 
Mstep: Class 28 contains 5579 members 
Mstep: Class 29 contains 5637 members 
Mstep: Class 30 contains 5622 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 7494 members 
Mstep: Class 33 contains 3560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35708264.000000 Penalty: 103772.101562
Iteration 85Q: 34 clusters Score -3.570826e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5658 members 
Mstep: Class 3 contains 4058 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 40649 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 9401 members 
Mstep: Class 10 contains 16840 members 
Mstep: Class 11 contains 2010 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 3702 members 
Mstep: Class 15 contains 8663 members 
Mstep: Class 16 contains 27755 members 
Mstep: Class 17 contains 9498 members 
Mstep: Class 18 contains 17686 members 
Mstep: Class 19 contains 11615 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 13100 members 
Mstep: Class 24 contains 17315 members 
Mstep: Class 25 contains 15085 members 
Mstep: Class 26 contains 5520 members 
Mstep: Class 27 contains 23898 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 5634 members 
Mstep: Class 30 contains 5624 members 
Mstep: Class 31 contains 3763 members 
Mstep: Class 32 contains 7547 members 
Mstep: Class 33 contains 3594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35708500.000000 Penalty: 103772.101562
Iteration 86Q: 34 clusters Score -3.57085e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5658 members 
Mstep: Class 3 contains 4057 members 
Mstep: Class 4 contains 14975 members 
Mstep: Class 5 contains 40648 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 8927 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 16816 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 6927 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 8672 members 
Mstep: Class 16 contains 27706 members 
Mstep: Class 17 contains 9507 members 
Mstep: Class 18 contains 17672 members 
Mstep: Class 19 contains 11582 members 
Mstep: Class 20 contains 3277 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 13107 members 
Mstep: Class 24 contains 17309 members 
Mstep: Class 25 contains 14877 members 
Mstep: Class 26 contains 5520 members 
Mstep: Class 27 contains 23948 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 5630 members 
Mstep: Class 30 contains 5620 members 
Mstep: Class 31 contains 3764 members 
Mstep: Class 32 contains 7598 members 
Mstep: Class 33 contains 3614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35708668.000000 Penalty: 103772.101562
Iteration 87Q: 34 clusters Score -3.570867e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 4050 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 40648 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 8956 members 
Mstep: Class 9 contains 9407 members 
Mstep: Class 10 contains 16791 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 2792 members 
Mstep: Class 13 contains 7054 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 8694 members 
Mstep: Class 16 contains 27668 members 
Mstep: Class 17 contains 9507 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 11542 members 
Mstep: Class 20 contains 3268 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 13111 members 
Mstep: Class 24 contains 17310 members 
Mstep: Class 25 contains 14694 members 
Mstep: Class 26 contains 5520 members 
Mstep: Class 27 contains 23992 members 
Mstep: Class 28 contains 5579 members 
Mstep: Class 29 contains 5627 members 
Mstep: Class 30 contains 5626 members 
Mstep: Class 31 contains 3764 members 
Mstep: Class 32 contains 7665 members 
Mstep: Class 33 contains 3636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35708960.000000 Penalty: 103772.101562
Iteration 88Q: 34 clusters Score -3.570896e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5657 members 
Mstep: Class 3 contains 4051 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 40651 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 8977 members 
Mstep: Class 9 contains 9404 members 
Mstep: Class 10 contains 16766 members 
Mstep: Class 11 contains 2032 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 7182 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 8710 members 
Mstep: Class 16 contains 27631 members 
Mstep: Class 17 contains 9508 members 
Mstep: Class 18 contains 17634 members 
Mstep: Class 19 contains 11507 members 
Mstep: Class 20 contains 3262 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 13121 members 
Mstep: Class 24 contains 17308 members 
Mstep: Class 25 contains 14528 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 24035 members 
Mstep: Class 28 contains 5577 members 
Mstep: Class 29 contains 5618 members 
Mstep: Class 30 contains 5637 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 7719 members 
Mstep: Class 33 contains 3653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709052.000000 Penalty: 103772.101562
Iteration 89Q: 34 clusters Score -3.570905e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5655 members 
Mstep: Class 3 contains 4048 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 40641 members 
Mstep: Class 6 contains 5979 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 8991 members 
Mstep: Class 9 contains 9403 members 
Mstep: Class 10 contains 16747 members 
Mstep: Class 11 contains 2042 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 15 contains 8731 members 
Mstep: Class 16 contains 27596 members 
Mstep: Class 17 contains 9509 members 
Mstep: Class 18 contains 17637 members 
Mstep: Class 19 contains 11465 members 
Mstep: Class 20 contains 3255 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 13132 members 
Mstep: Class 24 contains 17314 members 
Mstep: Class 25 contains 14383 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 24076 members 
Mstep: Class 28 contains 5577 members 
Mstep: Class 29 contains 5609 members 
Mstep: Class 30 contains 5650 members 
Mstep: Class 31 contains 3766 members 
Mstep: Class 32 contains 7775 members 
Mstep: Class 33 contains 3675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709228.000000 Penalty: 103772.101562
Iteration 90Q: 34 clusters Score -3.570923e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5653 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 40647 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 9002 members 
Mstep: Class 9 contains 9401 members 
Mstep: Class 10 contains 16722 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 7335 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 8752 members 
Mstep: Class 16 contains 27559 members 
Mstep: Class 17 contains 9509 members 
Mstep: Class 18 contains 17629 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 3251 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 13153 members 
Mstep: Class 24 contains 17318 members 
Mstep: Class 25 contains 14277 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 24110 members 
Mstep: Class 28 contains 5580 members 
Mstep: Class 29 contains 5601 members 
Mstep: Class 30 contains 5658 members 
Mstep: Class 31 contains 3767 members 
Mstep: Class 32 contains 7818 members 
Mstep: Class 33 contains 3696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709284.000000 Penalty: 103772.101562
Iteration 91Q: 34 clusters Score -3.570928e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5650 members 
Mstep: Class 3 contains 4050 members 
Mstep: Class 4 contains 14968 members 
Mstep: Class 5 contains 40649 members 
Mstep: Class 6 contains 5980 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 9010 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 16688 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 7389 members 
Mstep: Class 14 contains 3655 members 
Mstep: Class 15 contains 8776 members 
Mstep: Class 16 contains 27516 members 
Mstep: Class 17 contains 9503 members 
Mstep: Class 18 contains 17630 members 
Mstep: Class 19 contains 11400 members 
Mstep: Class 20 contains 3247 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 13165 members 
Mstep: Class 24 contains 17321 members 
Mstep: Class 25 contains 14192 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 24140 members 
Mstep: Class 28 contains 5581 members 
Mstep: Class 29 contains 5597 members 
Mstep: Class 30 contains 5669 members 
Mstep: Class 31 contains 3769 members 
Mstep: Class 32 contains 7851 members 
Mstep: Class 33 contains 3715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709328.000000 Penalty: 103772.101562
Iteration 92Q: 34 clusters Score -3.570933e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5648 members 
Mstep: Class 3 contains 4049 members 
Mstep: Class 4 contains 14969 members 
Mstep: Class 5 contains 40657 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 9034 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 16657 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 7435 members 
Mstep: Class 14 contains 3648 members 
Mstep: Class 15 contains 8798 members 
Mstep: Class 16 contains 27463 members 
Mstep: Class 17 contains 9509 members 
Mstep: Class 18 contains 17622 members 
Mstep: Class 19 contains 11376 members 
Mstep: Class 20 contains 3242 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 1280 members 
Mstep: Class 23 contains 13167 members 
Mstep: Class 24 contains 17331 members 
Mstep: Class 25 contains 14110 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 24170 members 
Mstep: Class 28 contains 5582 members 
Mstep: Class 29 contains 5592 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 3772 members 
Mstep: Class 32 contains 7881 members 
Mstep: Class 33 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709348.000000 Penalty: 103772.101562
Iteration 93Q: 34 clusters Score -3.570935e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5641 members 
Mstep: Class 3 contains 4046 members 
Mstep: Class 4 contains 14970 members 
Mstep: Class 5 contains 40652 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 9067 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 16641 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 7456 members 
Mstep: Class 14 contains 3642 members 
Mstep: Class 15 contains 8827 members 
Mstep: Class 16 contains 27417 members 
Mstep: Class 17 contains 9520 members 
Mstep: Class 18 contains 17624 members 
Mstep: Class 19 contains 11362 members 
Mstep: Class 20 contains 3237 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 13160 members 
Mstep: Class 24 contains 17335 members 
Mstep: Class 25 contains 14050 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 24188 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 5589 members 
Mstep: Class 30 contains 5686 members 
Mstep: Class 31 contains 3773 members 
Mstep: Class 32 contains 7912 members 
Mstep: Class 33 contains 3737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709272.000000 Penalty: 103772.101562
Iteration 94Q: 34 clusters Score -3.570927e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 14962 members 
Mstep: Class 5 contains 40660 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 9089 members 
Mstep: Class 9 contains 9416 members 
Mstep: Class 10 contains 16620 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 2803 members 
Mstep: Class 13 contains 7486 members 
Mstep: Class 14 contains 3633 members 
Mstep: Class 15 contains 8854 members 
Mstep: Class 16 contains 27371 members 
Mstep: Class 17 contains 9526 members 
Mstep: Class 18 contains 17629 members 
Mstep: Class 19 contains 11350 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 1281 members 
Mstep: Class 23 contains 13153 members 
Mstep: Class 24 contains 17336 members 
Mstep: Class 25 contains 14011 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 24202 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 5587 members 
Mstep: Class 30 contains 5686 members 
Mstep: Class 31 contains 3773 members 
Mstep: Class 32 contains 7934 members 
Mstep: Class 33 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709332.000000 Penalty: 103772.101562
Iteration 95Q: 34 clusters Score -3.570933e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5639 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 40663 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4734 members 
Mstep: Class 8 contains 9106 members 
Mstep: Class 9 contains 9423 members 
Mstep: Class 10 contains 16609 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 7506 members 
Mstep: Class 14 contains 3625 members 
Mstep: Class 15 contains 8887 members 
Mstep: Class 16 contains 27334 members 
Mstep: Class 17 contains 9526 members 
Mstep: Class 18 contains 17629 members 
Mstep: Class 19 contains 11344 members 
Mstep: Class 20 contains 3227 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 13151 members 
Mstep: Class 24 contains 17334 members 
Mstep: Class 25 contains 13980 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 24204 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 5587 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 3773 members 
Mstep: Class 32 contains 7951 members 
Mstep: Class 33 contains 3745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709312.000000 Penalty: 103772.101562
Iteration 96Q: 34 clusters Score -3.570931e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5636 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 40639 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 9122 members 
Mstep: Class 9 contains 9425 members 
Mstep: Class 10 contains 16595 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2808 members 
Mstep: Class 13 contains 7524 members 
Mstep: Class 14 contains 3618 members 
Mstep: Class 15 contains 8932 members 
Mstep: Class 16 contains 27295 members 
Mstep: Class 17 contains 9524 members 
Mstep: Class 18 contains 17643 members 
Mstep: Class 19 contains 11342 members 
Mstep: Class 20 contains 3224 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 17332 members 
Mstep: Class 25 contains 13941 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 24221 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 5586 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 3773 members 
Mstep: Class 32 contains 7970 members 
Mstep: Class 33 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709360.000000 Penalty: 103772.101562
Iteration 97Q: 34 clusters Score -3.570936e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5631 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 9429 members 
Mstep: Class 10 contains 16576 members 
Mstep: Class 11 contains 2074 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 7544 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 27265 members 
Mstep: Class 17 contains 9524 members 
Mstep: Class 18 contains 17648 members 
Mstep: Class 19 contains 11342 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 17332 members 
Mstep: Class 25 contains 13907 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 24233 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 5588 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 3773 members 
Mstep: Class 32 contains 7979 members 
Mstep: Class 33 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709448.000000 Penalty: 103772.101562
Iteration 98Q: 34 clusters Score -3.570945e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5630 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 14954 members 
Mstep: Class 5 contains 40610 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4735 members 
Mstep: Class 8 contains 9159 members 
Mstep: Class 9 contains 9428 members 
Mstep: Class 10 contains 16560 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 7553 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 27217 members 
Mstep: Class 17 contains 9522 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 11330 members 
Mstep: Class 20 contains 3222 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 13160 members 
Mstep: Class 24 contains 17333 members 
Mstep: Class 25 contains 13892 members 
Mstep: Class 26 contains 5529 members 
Mstep: Class 27 contains 24257 members 
Mstep: Class 28 contains 5585 members 
Mstep: Class 29 contains 5590 members 
Mstep: Class 30 contains 5684 members 
Mstep: Class 31 contains 3775 members 
Mstep: Class 32 contains 7986 members 
Mstep: Class 33 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709488.000000 Penalty: 103772.101562
Iteration 99Q: 34 clusters Score -3.570949e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5629 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 14952 members 
Mstep: Class 5 contains 40609 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9168 members 
Mstep: Class 9 contains 9425 members 
Mstep: Class 10 contains 16552 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 2814 members 
Mstep: Class 13 contains 7570 members 
Mstep: Class 14 contains 3595 members 
Mstep: Class 15 contains 9002 members 
Mstep: Class 16 contains 27166 members 
Mstep: Class 17 contains 9520 members 
Mstep: Class 18 contains 17663 members 
Mstep: Class 19 contains 11321 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 1543 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 13174 members 
Mstep: Class 24 contains 17334 members 
Mstep: Class 25 contains 13875 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24281 members 
Mstep: Class 28 contains 5585 members 
Mstep: Class 29 contains 5590 members 
Mstep: Class 30 contains 5682 members 
Mstep: Class 31 contains 3778 members 
Mstep: Class 32 contains 7987 members 
Mstep: Class 33 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709540.000000 Penalty: 103772.101562
Iteration 100F: 34 clusters Score -3.570954e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5630 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 40603 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9182 members 
Mstep: Class 9 contains 9424 members 
Mstep: Class 10 contains 16536 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7588 members 
Mstep: Class 14 contains 3591 members 
Mstep: Class 15 contains 9018 members 
Mstep: Class 16 contains 27121 members 
Mstep: Class 17 contains 9524 members 
Mstep: Class 18 contains 17673 members 
Mstep: Class 19 contains 11308 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 17339 members 
Mstep: Class 25 contains 13853 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24295 members 
Mstep: Class 28 contains 5585 members 
Mstep: Class 29 contains 5589 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 3779 members 
Mstep: Class 32 contains 7996 members 
Mstep: Class 33 contains 3764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709520.000000 Penalty: 103772.101562
Iteration 101Q: 34 clusters Score -3.570952e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5625 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 14950 members 
Mstep: Class 5 contains 40583 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9206 members 
Mstep: Class 9 contains 9430 members 
Mstep: Class 10 contains 16523 members 
Mstep: Class 11 contains 2081 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7607 members 
Mstep: Class 14 contains 3589 members 
Mstep: Class 15 contains 9042 members 
Mstep: Class 16 contains 27085 members 
Mstep: Class 17 contains 9529 members 
Mstep: Class 18 contains 17677 members 
Mstep: Class 19 contains 11297 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1282 members 
Mstep: Class 23 contains 13184 members 
Mstep: Class 24 contains 17340 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24308 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 5587 members 
Mstep: Class 30 contains 5687 members 
Mstep: Class 31 contains 3781 members 
Mstep: Class 32 contains 8008 members 
Mstep: Class 33 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709504.000000 Penalty: 103772.101562
Iteration 102Q: 34 clusters Score -3.57095e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5624 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 14950 members 
Mstep: Class 5 contains 40577 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9211 members 
Mstep: Class 9 contains 9438 members 
Mstep: Class 10 contains 16517 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 3587 members 
Mstep: Class 15 contains 9058 members 
Mstep: Class 16 contains 27051 members 
Mstep: Class 17 contains 9525 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1283 members 
Mstep: Class 23 contains 13177 members 
Mstep: Class 24 contains 17342 members 
Mstep: Class 25 contains 13809 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24328 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 5584 members 
Mstep: Class 30 contains 5693 members 
Mstep: Class 31 contains 3782 members 
Mstep: Class 32 contains 8016 members 
Mstep: Class 33 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709452.000000 Penalty: 103772.101562
Iteration 103Q: 34 clusters Score -3.570945e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5623 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 14950 members 
Mstep: Class 5 contains 40552 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9216 members 
Mstep: Class 9 contains 9445 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7627 members 
Mstep: Class 14 contains 3585 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 27021 members 
Mstep: Class 17 contains 9518 members 
Mstep: Class 18 contains 17687 members 
Mstep: Class 19 contains 11298 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1285 members 
Mstep: Class 23 contains 13180 members 
Mstep: Class 24 contains 17342 members 
Mstep: Class 25 contains 13789 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24345 members 
Mstep: Class 28 contains 5584 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 5693 members 
Mstep: Class 31 contains 3780 members 
Mstep: Class 32 contains 8019 members 
Mstep: Class 33 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709448.000000 Penalty: 103772.101562
Iteration 104Q: 34 clusters Score -3.570945e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5621 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 14949 members 
Mstep: Class 5 contains 40531 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9234 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 16502 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7638 members 
Mstep: Class 14 contains 3582 members 
Mstep: Class 15 contains 9097 members 
Mstep: Class 16 contains 26999 members 
Mstep: Class 17 contains 9511 members 
Mstep: Class 18 contains 17687 members 
Mstep: Class 19 contains 11303 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1288 members 
Mstep: Class 23 contains 13182 members 
Mstep: Class 24 contains 17349 members 
Mstep: Class 25 contains 13768 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24358 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 5697 members 
Mstep: Class 31 contains 3777 members 
Mstep: Class 32 contains 8028 members 
Mstep: Class 33 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709396.000000 Penalty: 103772.101562
Iteration 105Q: 34 clusters Score -3.57094e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 14949 members 
Mstep: Class 5 contains 40519 members 
Mstep: Class 6 contains 5978 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9258 members 
Mstep: Class 9 contains 9449 members 
Mstep: Class 10 contains 16495 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7635 members 
Mstep: Class 14 contains 3580 members 
Mstep: Class 15 contains 9108 members 
Mstep: Class 16 contains 26986 members 
Mstep: Class 17 contains 9501 members 
Mstep: Class 18 contains 17688 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13181 members 
Mstep: Class 24 contains 17354 members 
Mstep: Class 25 contains 13753 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 24362 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 5583 members 
Mstep: Class 30 contains 5696 members 
Mstep: Class 31 contains 3774 members 
Mstep: Class 32 contains 8037 members 
Mstep: Class 33 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709484.000000 Penalty: 103772.101562
Iteration 106Q: 34 clusters Score -3.570948e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 14950 members 
Mstep: Class 5 contains 40505 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9277 members 
Mstep: Class 9 contains 9449 members 
Mstep: Class 10 contains 16485 members 
Mstep: Class 11 contains 2088 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7634 members 
Mstep: Class 14 contains 3579 members 
Mstep: Class 15 contains 9116 members 
Mstep: Class 16 contains 26974 members 
Mstep: Class 17 contains 9500 members 
Mstep: Class 18 contains 17684 members 
Mstep: Class 19 contains 11320 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1294 members 
Mstep: Class 23 contains 13181 members 
Mstep: Class 24 contains 17360 members 
Mstep: Class 25 contains 13744 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24371 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 5697 members 
Mstep: Class 31 contains 3773 members 
Mstep: Class 32 contains 8047 members 
Mstep: Class 33 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709528.000000 Penalty: 103772.101562
Iteration 107Q: 34 clusters Score -3.570953e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 40486 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9283 members 
Mstep: Class 9 contains 9449 members 
Mstep: Class 10 contains 16477 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 15 contains 9131 members 
Mstep: Class 16 contains 26963 members 
Mstep: Class 17 contains 9502 members 
Mstep: Class 18 contains 17683 members 
Mstep: Class 19 contains 11321 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1294 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 17364 members 
Mstep: Class 25 contains 13729 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 24374 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 5701 members 
Mstep: Class 31 contains 3774 members 
Mstep: Class 32 contains 8053 members 
Mstep: Class 33 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709536.000000 Penalty: 103772.101562
Iteration 108Q: 34 clusters Score -3.570954e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 14951 members 
Mstep: Class 5 contains 40481 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9295 members 
Mstep: Class 9 contains 9449 members 
Mstep: Class 10 contains 16470 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7648 members 
Mstep: Class 14 contains 3576 members 
Mstep: Class 15 contains 9146 members 
Mstep: Class 16 contains 26947 members 
Mstep: Class 17 contains 9499 members 
Mstep: Class 18 contains 17679 members 
Mstep: Class 19 contains 11326 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13189 members 
Mstep: Class 24 contains 17364 members 
Mstep: Class 25 contains 13711 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 24373 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 5703 members 
Mstep: Class 31 contains 3775 members 
Mstep: Class 32 contains 8064 members 
Mstep: Class 33 contains 3767 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 34 clusters Score -3.570963e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 14952 members 
Mstep: Class 5 contains 40474 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9307 members 
Mstep: Class 9 contains 9450 members 
Mstep: Class 10 contains 16464 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7658 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9161 members 
Mstep: Class 16 contains 26934 members 
Mstep: Class 17 contains 9498 members 
Mstep: Class 18 contains 17670 members 
Mstep: Class 19 contains 11331 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13188 members 
Mstep: Class 24 contains 17365 members 
Mstep: Class 25 contains 13691 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 24378 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 5582 members 
Mstep: Class 30 contains 5708 members 
Mstep: Class 31 contains 3776 members 
Mstep: Class 32 contains 8066 members 
Mstep: Class 33 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709600.000000 Penalty: 103772.101562
Iteration 110Q: 34 clusters Score -3.57096e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 40471 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9317 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 16461 members 
Mstep: Class 11 contains 2092 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7663 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9177 members 
Mstep: Class 16 contains 26924 members 
Mstep: Class 17 contains 9491 members 
Mstep: Class 18 contains 17665 members 
Mstep: Class 19 contains 11337 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 17365 members 
Mstep: Class 25 contains 13673 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 24383 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 5579 members 
Mstep: Class 30 contains 5713 members 
Mstep: Class 31 contains 3777 members 
Mstep: Class 32 contains 8071 members 
Mstep: Class 33 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709552.000000 Penalty: 103772.101562
Iteration 111Q: 34 clusters Score -3.570955e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 14952 members 
Mstep: Class 5 contains 40474 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9316 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 16456 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9187 members 
Mstep: Class 16 contains 26910 members 
Mstep: Class 17 contains 9490 members 
Mstep: Class 18 contains 17668 members 
Mstep: Class 19 contains 11343 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13195 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 13662 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24383 members 
Mstep: Class 28 contains 5585 members 
Mstep: Class 29 contains 5576 members 
Mstep: Class 30 contains 5713 members 
Mstep: Class 31 contains 3778 members 
Mstep: Class 32 contains 8072 members 
Mstep: Class 33 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709536.000000 Penalty: 103772.101562
Iteration 112Q: 34 clusters Score -3.570954e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 14953 members 
Mstep: Class 5 contains 40474 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 16453 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7672 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9196 members 
Mstep: Class 16 contains 26904 members 
Mstep: Class 17 contains 9483 members 
Mstep: Class 18 contains 17662 members 
Mstep: Class 19 contains 11346 members 
Mstep: Class 20 contains 3220 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13192 members 
Mstep: Class 24 contains 17368 members 
Mstep: Class 25 contains 13652 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24385 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 5575 members 
Mstep: Class 30 contains 5710 members 
Mstep: Class 31 contains 3777 members 
Mstep: Class 32 contains 8074 members 
Mstep: Class 33 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709556.000000 Penalty: 103772.101562
Iteration 113Q: 34 clusters Score -3.570956e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 14954 members 
Mstep: Class 5 contains 40471 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9333 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 16448 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7685 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9196 members 
Mstep: Class 16 contains 26900 members 
Mstep: Class 17 contains 9482 members 
Mstep: Class 18 contains 17664 members 
Mstep: Class 19 contains 11343 members 
Mstep: Class 20 contains 3219 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13192 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 13639 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24389 members 
Mstep: Class 28 contains 5586 members 
Mstep: Class 29 contains 5573 members 
Mstep: Class 30 contains 5711 members 
Mstep: Class 31 contains 3777 members 
Mstep: Class 32 contains 8073 members 
Mstep: Class 33 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709584.000000 Penalty: 103772.101562
Iteration 114Q: 34 clusters Score -3.570958e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 40478 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9345 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 16447 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7691 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9193 members 
Mstep: Class 16 contains 26895 members 
Mstep: Class 17 contains 9475 members 
Mstep: Class 18 contains 17658 members 
Mstep: Class 19 contains 11350 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13187 members 
Mstep: Class 24 contains 17367 members 
Mstep: Class 25 contains 13629 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24388 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 5713 members 
Mstep: Class 31 contains 3778 members 
Mstep: Class 32 contains 8078 members 
Mstep: Class 33 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709640.000000 Penalty: 103772.101562
Iteration 115Q: 34 clusters Score -3.570964e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40470 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9354 members 
Mstep: Class 9 contains 9451 members 
Mstep: Class 10 contains 16449 members 
Mstep: Class 11 contains 2102 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7698 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9202 members 
Mstep: Class 16 contains 26889 members 
Mstep: Class 17 contains 9462 members 
Mstep: Class 18 contains 17654 members 
Mstep: Class 19 contains 11356 members 
Mstep: Class 20 contains 3217 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13186 members 
Mstep: Class 24 contains 17372 members 
Mstep: Class 25 contains 13617 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24391 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 5714 members 
Mstep: Class 31 contains 3779 members 
Mstep: Class 32 contains 8075 members 
Mstep: Class 33 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709748.000000 Penalty: 103772.101562
Iteration 116Q: 34 clusters Score -3.570975e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40460 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9375 members 
Mstep: Class 9 contains 9453 members 
Mstep: Class 10 contains 16445 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 13 contains 7699 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9207 members 
Mstep: Class 16 contains 26882 members 
Mstep: Class 17 contains 9457 members 
Mstep: Class 18 contains 17653 members 
Mstep: Class 19 contains 11356 members 
Mstep: Class 20 contains 3216 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 17376 members 
Mstep: Class 25 contains 13604 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24402 members 
Mstep: Class 28 contains 5587 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 5716 members 
Mstep: Class 31 contains 3779 members 
Mstep: Class 32 contains 8074 members 
Mstep: Class 33 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709620.000000 Penalty: 103772.101562
Iteration 117Q: 34 clusters Score -3.570962e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40455 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 9454 members 
Mstep: Class 10 contains 16441 members 
Mstep: Class 11 contains 2104 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7703 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9215 members 
Mstep: Class 16 contains 26873 members 
Mstep: Class 17 contains 9448 members 
Mstep: Class 18 contains 17655 members 
Mstep: Class 19 contains 11355 members 
Mstep: Class 20 contains 3215 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13178 members 
Mstep: Class 24 contains 17378 members 
Mstep: Class 25 contains 13594 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24407 members 
Mstep: Class 28 contains 5588 members 
Mstep: Class 29 contains 5574 members 
Mstep: Class 30 contains 5720 members 
Mstep: Class 31 contains 3780 members 
Mstep: Class 32 contains 8071 members 
Mstep: Class 33 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35709644.000000 Penalty: 103772.101562
Iteration 118Q: 34 clusters Score -3.570964e+07 nChanged 162
Entering ConstructFrom: 
Score: -35709644.000000 Penalty: 103772.101562
Entering ConstructFrom: 
Trying to split cluster 1 (6788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Entering Unmasked Estep 
Score: -605488.875000 Penalty: 2188.082031
	Iteration 0F: 2 clusters Score -605488.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -599810.875000 Penalty: 4376.164062
	Iteration 0F: 3 clusters Score -599810.9 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -601318.000000 Penalty: 4376.164062
	Iteration 1F: 3 clusters Score -601318 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -601573.062500 Penalty: 4376.164062
	Iteration 2F: 3 clusters Score -601573.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -601751.812500 Penalty: 4376.164062
	Iteration 3F: 3 clusters Score -601751.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -601884.937500 Penalty: 4376.164062
	Iteration 4Q: 3 clusters Score -601884.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -601988.500000 Penalty: 4376.164062
	Iteration 5Q: 3 clusters Score -601988.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -602076.937500 Penalty: 4376.164062
	Iteration 6Q: 3 clusters Score -602076.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -602167.125000 Penalty: 4376.164062
	Iteration 7Q: 3 clusters Score -602167.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -602245.500000 Penalty: 4376.164062
	Iteration 8Q: 3 clusters Score -602245.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -602313.750000 Penalty: 4376.164062
	Iteration 9Q: 3 clusters Score -602313.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -602384.000000 Penalty: 4376.164062
	Iteration 10Q: 3 clusters Score -602384 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -602457.000000 Penalty: 4376.164062
	Iteration 11Q: 3 clusters Score -602457 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -602515.375000 Penalty: 4376.164062
	Iteration 12Q: 3 clusters Score -602515.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -602579.812500 Penalty: 4376.164062
	Iteration 13Q: 3 clusters Score -602579.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -602643.562500 Penalty: 4376.164062
	Iteration 14Q: 3 clusters Score -602643.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -602720.750000 Penalty: 4376.164062
	Iteration 15Q: 3 clusters Score -602720.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -602798.812500 Penalty: 4376.164062
	Iteration 16Q: 3 clusters Score -602798.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -602875.187500 Penalty: 4376.164062
	Iteration 17Q: 3 clusters Score -602875.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -602944.312500 Penalty: 4376.164062
	Iteration 18Q: 3 clusters Score -602944.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -603001.875000 Penalty: 4376.164062
	Iteration 19Q: 3 clusters Score -603001.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -603051.500000 Penalty: 4376.164062
	Iteration 20F: 3 clusters Score -603051.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -603089.875000 Penalty: 4376.164062
	Iteration 21Q: 3 clusters Score -603089.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -603131.625000 Penalty: 4376.164062
	Iteration 22Q: 3 clusters Score -603131.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -603174.000000 Penalty: 4376.164062
	Iteration 23Q: 3 clusters Score -603174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -603200.875000 Penalty: 4376.164062
	Iteration 24Q: 3 clusters Score -603200.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -603221.562500 Penalty: 4376.164062
	Iteration 25Q: 3 clusters Score -603221.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -603238.562500 Penalty: 4376.164062
	Iteration 26Q: 3 clusters Score -603238.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -603251.000000 Penalty: 4376.164062
	Iteration 27Q: 3 clusters Score -603251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -603267.937500 Penalty: 4376.164062
	Iteration 28Q: 3 clusters Score -603267.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -603293.687500 Penalty: 4376.164062
	Iteration 29Q: 3 clusters Score -603293.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -603314.625000 Penalty: 4376.164062
	Iteration 30Q: 3 clusters Score -603314.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -603335.187500 Penalty: 4376.164062
	Iteration 31Q: 3 clusters Score -603335.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -603351.687500 Penalty: 4376.164062
	Iteration 32Q: 3 clusters Score -603351.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -603370.187500 Penalty: 4376.164062
	Iteration 33Q: 3 clusters Score -603370.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -603392.062500 Penalty: 4376.164062
	Iteration 34Q: 3 clusters Score -603392.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -603405.687500 Penalty: 4376.164062
	Iteration 35Q: 3 clusters Score -603405.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -603415.875000 Penalty: 4376.164062
	Iteration 36Q: 3 clusters Score -603415.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -603423.750000 Penalty: 4376.164062
	Iteration 37Q: 3 clusters Score -603423.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -603433.937500 Penalty: 4376.164062
	Iteration 38Q: 3 clusters Score -603433.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -603440.500000 Penalty: 4376.164062
	Iteration 39Q: 3 clusters Score -603440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -603443.375000 Penalty: 4376.164062
	Iteration 40F: 3 clusters Score -603443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -603446.812500 Penalty: 4376.164062
	Iteration 41Q: 3 clusters Score -603446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -603448.625000 Penalty: 4376.164062
	Iteration 42Q: 3 clusters Score -603448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -603449.375000 Penalty: 4376.164062
	Iteration 43Q: 3 clusters Score -603449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -603450.562500 Penalty: 4376.164062
	Iteration 44Q: 3 clusters Score -603450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -603452.687500 Penalty: 4376.164062
	Iteration 45Q: 3 clusters Score -603452.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -603457.500000 Penalty: 4376.164062
	Iteration 46Q: 3 clusters Score -603457.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -603464.937500 Penalty: 4376.164062
	Iteration 47Q: 3 clusters Score -603464.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -603470.000000 Penalty: 4376.164062
	Iteration 48Q: 3 clusters Score -603470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -603478.687500 Penalty: 4376.164062
	Iteration 49Q: 3 clusters Score -603478.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -603485.062500 Penalty: 4376.164062
	Iteration 50Q: 3 clusters Score -603485.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -603489.562500 Penalty: 4376.164062
	Iteration 51Q: 3 clusters Score -603489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -603494.187500 Penalty: 4376.164062
	Iteration 52Q: 3 clusters Score -603494.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -603501.500000 Penalty: 4376.164062
	Iteration 53Q: 3 clusters Score -603501.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -603510.625000 Penalty: 4376.164062
	Iteration 54Q: 3 clusters Score -603510.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -603523.125000 Penalty: 4376.164062
	Iteration 55Q: 3 clusters Score -603523.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -603536.937500 Penalty: 4376.164062
	Iteration 56Q: 3 clusters Score -603536.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -603547.375000 Penalty: 4376.164062
	Iteration 57Q: 3 clusters Score -603547.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -603554.062500 Penalty: 4376.164062
	Iteration 58Q: 3 clusters Score -603554.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -603559.937500 Penalty: 4376.164062
	Iteration 59Q: 3 clusters Score -603559.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -603567.125000 Penalty: 4376.164062
	Iteration 60F: 3 clusters Score -603567.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -603571.437500 Penalty: 4376.164062
	Iteration 61Q: 3 clusters Score -603571.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -603575.187500 Penalty: 4376.164062
	Iteration 62Q: 3 clusters Score -603575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -603578.687500 Penalty: 4376.164062
	Iteration 63Q: 3 clusters Score -603578.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -603582.937500 Penalty: 4376.164062
	Iteration 64Q: 3 clusters Score -603582.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -603582.687500 Penalty: 4376.164062
	Iteration 65Q: 3 clusters Score -603582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -603586.187500 Penalty: 4376.164062
	Iteration 66Q: 3 clusters Score -603586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -603589.750000 Penalty: 4376.164062
	Iteration 67Q: 3 clusters Score -603589.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -603589.000000 Penalty: 4376.164062
	Iteration 68Q: 3 clusters Score -603589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -603589.000000 Penalty: 4376.164062
	Iteration 69F: 3 clusters Score -603589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -545464.187500 Penalty: 2138.814453
	Iteration 0F: 2 clusters Score -545464.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -540582.187500 Penalty: 4277.628906
	Iteration 0F: 3 clusters Score -540582.2 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -541843.687500 Penalty: 4277.628906
	Iteration 1F: 3 clusters Score -541843.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -542179.250000 Penalty: 4277.628906
	Iteration 2F: 3 clusters Score -542179.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -542398.562500 Penalty: 4277.628906
	Iteration 3F: 3 clusters Score -542398.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -542566.437500 Penalty: 4277.628906
	Iteration 4F: 3 clusters Score -542566.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -542686.937500 Penalty: 4277.628906
	Iteration 5Q: 3 clusters Score -542686.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -542782.750000 Penalty: 4277.628906
	Iteration 6Q: 3 clusters Score -542782.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -542854.312500 Penalty: 4277.628906
	Iteration 7Q: 3 clusters Score -542854.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -542922.750000 Penalty: 4277.628906
	Iteration 8Q: 3 clusters Score -542922.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -542984.875000 Penalty: 4277.628906
	Iteration 9Q: 3 clusters Score -542984.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -543045.562500 Penalty: 4277.628906
	Iteration 10Q: 3 clusters Score -543045.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -543109.937500 Penalty: 4277.628906
	Iteration 11Q: 3 clusters Score -543109.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -543176.312500 Penalty: 4277.628906
	Iteration 12Q: 3 clusters Score -543176.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -543229.250000 Penalty: 4277.628906
	Iteration 13Q: 3 clusters Score -543229.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -543265.500000 Penalty: 4277.628906
	Iteration 14Q: 3 clusters Score -543265.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -543295.562500 Penalty: 4277.628906
	Iteration 15Q: 3 clusters Score -543295.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -543322.125000 Penalty: 4277.628906
	Iteration 16Q: 3 clusters Score -543322.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -543345.562500 Penalty: 4277.628906
	Iteration 17Q: 3 clusters Score -543345.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -543369.437500 Penalty: 4277.628906
	Iteration 18Q: 3 clusters Score -543369.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -543389.125000 Penalty: 4277.628906
	Iteration 19Q: 3 clusters Score -543389.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -543409.625000 Penalty: 4277.628906
	Iteration 20F: 3 clusters Score -543409.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -543425.687500 Penalty: 4277.628906
	Iteration 21Q: 3 clusters Score -543425.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -543442.562500 Penalty: 4277.628906
	Iteration 22Q: 3 clusters Score -543442.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -543459.187500 Penalty: 4277.628906
	Iteration 23Q: 3 clusters Score -543459.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -543478.875000 Penalty: 4277.628906
	Iteration 24Q: 3 clusters Score -543478.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -543500.125000 Penalty: 4277.628906
	Iteration 25Q: 3 clusters Score -543500.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -543526.437500 Penalty: 4277.628906
	Iteration 26Q: 3 clusters Score -543526.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -543549.437500 Penalty: 4277.628906
	Iteration 27Q: 3 clusters Score -543549.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -543571.875000 Penalty: 4277.628906
	Iteration 28Q: 3 clusters Score -543571.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -543599.812500 Penalty: 4277.628906
	Iteration 29Q: 3 clusters Score -543599.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -543630.187500 Penalty: 4277.628906
	Iteration 30Q: 3 clusters Score -543630.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -543653.625000 Penalty: 4277.628906
	Iteration 31Q: 3 clusters Score -543653.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -543675.875000 Penalty: 4277.628906
	Iteration 32Q: 3 clusters Score -543675.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -543694.375000 Penalty: 4277.628906
	Iteration 33Q: 3 clusters Score -543694.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -543705.000000 Penalty: 4277.628906
	Iteration 34Q: 3 clusters Score -543705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -543707.750000 Penalty: 4277.628906
	Iteration 35Q: 3 clusters Score -543707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -543709.437500 Penalty: 4277.628906
	Iteration 36Q: 3 clusters Score -543709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -543711.312500 Penalty: 4277.628906
	Iteration 37Q: 3 clusters Score -543711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -543714.312500 Penalty: 4277.628906
	Iteration 38Q: 3 clusters Score -543714.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -543716.937500 Penalty: 4277.628906
	Iteration 39Q: 3 clusters Score -543716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -543718.687500 Penalty: 4277.628906
	Iteration 40F: 3 clusters Score -543718.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -543721.250000 Penalty: 4277.628906
	Iteration 41Q: 3 clusters Score -543721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -543722.187500 Penalty: 4277.628906
	Iteration 42Q: 3 clusters Score -543722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -543724.562500 Penalty: 4277.628906
	Iteration 43Q: 3 clusters Score -543724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -543725.562500 Penalty: 4277.628906
	Iteration 44Q: 3 clusters Score -543725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -543726.562500 Penalty: 4277.628906
	Iteration 45Q: 3 clusters Score -543726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -543727.000000 Penalty: 4277.628906
	Iteration 46Q: 3 clusters Score -543727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -543727.437500 Penalty: 4277.628906
	Iteration 47Q: 3 clusters Score -543727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -543728.375000 Penalty: 4277.628906
	Iteration 48Q: 3 clusters Score -543728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -543728.812500 Penalty: 4277.628906
	Iteration 49Q: 3 clusters Score -543728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -543729.625000 Penalty: 4277.628906
	Iteration 50Q: 3 clusters Score -543729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -543730.500000 Penalty: 4277.628906
	Iteration 51Q: 3 clusters Score -543730.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -543730.500000 Penalty: 4277.628906
	Iteration 52F: 3 clusters Score -543730.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -438903.281250 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -438903.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -435023.468750 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -435023.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -435943.312500 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -435943.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -436224.031250 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -436224 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -436495.906250 Penalty: 4118.169922
	Iteration 3F: 3 clusters Score -436495.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -436738.937500 Penalty: 4118.169922
	Iteration 4F: 3 clusters Score -436738.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -436995.437500 Penalty: 4118.169922
	Iteration 5F: 3 clusters Score -436995.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -437218.968750 Penalty: 4118.169922
	Iteration 6F: 3 clusters Score -437219 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -437389.125000 Penalty: 4118.169922
	Iteration 7Q: 3 clusters Score -437389.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -437513.062500 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -437513.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -437614.875000 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -437614.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -437685.937500 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -437685.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -437731.937500 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -437731.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -437771.593750 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -437771.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -437811.500000 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -437811.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -437841.312500 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -437841.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -437864.687500 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -437864.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -437889.343750 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -437889.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -437906.312500 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -437906.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -437920.187500 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -437920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -437933.531250 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -437933.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -437943.093750 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -437943.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -437949.781250 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -437949.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -437952.312500 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -437952.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -437954.343750 Penalty: 4118.169922
	Iteration 23Q: 3 clusters Score -437954.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -437957.656250 Penalty: 4118.169922
	Iteration 24Q: 3 clusters Score -437957.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -437960.187500 Penalty: 4118.169922
	Iteration 25Q: 3 clusters Score -437960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -437962.343750 Penalty: 4118.169922
	Iteration 26Q: 3 clusters Score -437962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -437965.750000 Penalty: 4118.169922
	Iteration 27Q: 3 clusters Score -437965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -437968.125000 Penalty: 4118.169922
	Iteration 28Q: 3 clusters Score -437968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -437969.968750 Penalty: 4118.169922
	Iteration 29Q: 3 clusters Score -437970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -437969.312500 Penalty: 4118.169922
	Iteration 30Q: 3 clusters Score -437969.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -437970.781250 Penalty: 4118.169922
	Iteration 31Q: 3 clusters Score -437970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -437973.718750 Penalty: 4118.169922
	Iteration 32Q: 3 clusters Score -437973.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -437972.937500 Penalty: 4118.169922
	Iteration 33Q: 3 clusters Score -437972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -437972.968750 Penalty: 4118.169922
	Iteration 34Q: 3 clusters Score -437973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -437973.187500 Penalty: 4118.169922
	Iteration 35Q: 3 clusters Score -437973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -437973.187500 Penalty: 4118.169922
	Iteration 36F: 3 clusters Score -437973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Entering Unmasked Estep 
Score: -1807290.875000 Penalty: 2383.991455
	Iteration 0F: 2 clusters Score -1807291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1796497.125000 Penalty: 4767.982910
	Iteration 0F: 3 clusters Score -1796497 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1799933.375000 Penalty: 4767.982910
	Iteration 1F: 3 clusters Score -1799933 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1800264.375000 Penalty: 4767.982910
	Iteration 2F: 3 clusters Score -1800264 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1800552.250000 Penalty: 4767.982910
	Iteration 3Q: 3 clusters Score -1800552 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1800821.750000 Penalty: 4767.982910
	Iteration 4Q: 3 clusters Score -1800822 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1801132.625000 Penalty: 4767.982910
	Iteration 5Q: 3 clusters Score -1801133 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1801624.500000 Penalty: 4767.982910
	Iteration 6Q: 3 clusters Score -1801624 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1802278.875000 Penalty: 4767.982910
	Iteration 7F: 3 clusters Score -1802279 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1803134.000000 Penalty: 4767.982910
	Iteration 8F: 3 clusters Score -1803134 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1803970.375000 Penalty: 4767.982910
	Iteration 9F: 3 clusters Score -1803970 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1804682.000000 Penalty: 4767.982910
	Iteration 10F: 3 clusters Score -1804682 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1805258.250000 Penalty: 4767.982910
	Iteration 11Q: 3 clusters Score -1805258 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1805697.250000 Penalty: 4767.982910
	Iteration 12Q: 3 clusters Score -1805697 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1806006.875000 Penalty: 4767.982910
	Iteration 13Q: 3 clusters Score -1806007 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1806246.500000 Penalty: 4767.982910
	Iteration 14Q: 3 clusters Score -1806246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1806410.250000 Penalty: 4767.982910
	Iteration 15Q: 3 clusters Score -1806410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1806525.000000 Penalty: 4767.982910
	Iteration 16Q: 3 clusters Score -1806525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1806606.250000 Penalty: 4767.982910
	Iteration 17Q: 3 clusters Score -1806606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1806644.625000 Penalty: 4767.982910
	Iteration 18Q: 3 clusters Score -1806645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1806660.875000 Penalty: 4767.982910
	Iteration 19Q: 3 clusters Score -1806661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1806667.375000 Penalty: 4767.982910
	Iteration 20F: 3 clusters Score -1806667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1806676.500000 Penalty: 4767.982910
	Iteration 21Q: 3 clusters Score -1806676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1806683.375000 Penalty: 4767.982910
	Iteration 22Q: 3 clusters Score -1806683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1806686.875000 Penalty: 4767.982910
	Iteration 23Q: 3 clusters Score -1806687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1806687.125000 Penalty: 4767.982910
	Iteration 24Q: 3 clusters Score -1806687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1806685.625000 Penalty: 4767.982910
	Iteration 25Q: 3 clusters Score -1806686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1806686.875000 Penalty: 4767.982910
	Iteration 26Q: 3 clusters Score -1806687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1806688.000000 Penalty: 4767.982910
	Iteration 27Q: 3 clusters Score -1806688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1806688.000000 Penalty: 4767.982910
	Iteration 28F: 3 clusters Score -1806688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Entering Unmasked Estep 
Score: -4466077.500000 Penalty: 2630.733887
	Iteration 0F: 2 clusters Score -4466078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4438704.500000 Penalty: 5261.467773
	Iteration 0F: 3 clusters Score -4438704 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4449192.500000 Penalty: 5261.467773
	Iteration 1F: 3 clusters Score -4449192 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -4450015.000000 Penalty: 5261.467773
	Iteration 2F: 3 clusters Score -4450015 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4450905.000000 Penalty: 5261.467773
	Iteration 3F: 3 clusters Score -4450905 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4451857.500000 Penalty: 5261.467773
	Iteration 4F: 3 clusters Score -4451858 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4452787.000000 Penalty: 5261.467773
	Iteration 5F: 3 clusters Score -4452787 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -4453809.000000 Penalty: 5261.467773
	Iteration 6F: 3 clusters Score -4453809 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4454880.000000 Penalty: 5261.467773
	Iteration 7F: 3 clusters Score -4454880 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4455960.500000 Penalty: 5261.467773
	Iteration 8F: 3 clusters Score -4455960 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4457043.000000 Penalty: 5261.467773
	Iteration 9Q: 3 clusters Score -4457043 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -4458069.000000 Penalty: 5261.467773
	Iteration 10Q: 3 clusters Score -4458069 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4458972.500000 Penalty: 5261.467773
	Iteration 11Q: 3 clusters Score -4458972 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4459749.000000 Penalty: 5261.467773
	Iteration 12Q: 3 clusters Score -4459749 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -4460391.500000 Penalty: 5261.467773
	Iteration 13Q: 3 clusters Score -4460392 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -4460873.000000 Penalty: 5261.467773
	Iteration 14Q: 3 clusters Score -4460873 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -4461220.500000 Penalty: 5261.467773
	Iteration 15Q: 3 clusters Score -4461220 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4461633.000000 Penalty: 5261.467773
	Iteration 16Q: 3 clusters Score -4461633 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -4461992.000000 Penalty: 5261.467773
	Iteration 17Q: 3 clusters Score -4461992 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -4462333.000000 Penalty: 5261.467773
	Iteration 18Q: 3 clusters Score -4462333 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4462654.000000 Penalty: 5261.467773
	Iteration 19Q: 3 clusters Score -4462654 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -4462880.000000 Penalty: 5261.467773
	Iteration 20F: 3 clusters Score -4462880 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4463062.500000 Penalty: 5261.467773
	Iteration 21Q: 3 clusters Score -4463062 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4463255.500000 Penalty: 5261.467773
	Iteration 22Q: 3 clusters Score -4463256 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4463397.000000 Penalty: 5261.467773
	Iteration 23Q: 3 clusters Score -4463397 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4463537.000000 Penalty: 5261.467773
	Iteration 24Q: 3 clusters Score -4463537 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -4463663.000000 Penalty: 5261.467773
	Iteration 25Q: 3 clusters Score -4463663 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -4463794.500000 Penalty: 5261.467773
	Iteration 26Q: 3 clusters Score -4463794 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -4463913.500000 Penalty: 5261.467773
	Iteration 27Q: 3 clusters Score -4463914 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -4463981.500000 Penalty: 5261.467773
	Iteration 28Q: 3 clusters Score -4463982 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4464033.500000 Penalty: 5261.467773
	Iteration 29Q: 3 clusters Score -4464034 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4464092.500000 Penalty: 5261.467773
	Iteration 30Q: 3 clusters Score -4464092 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4464138.500000 Penalty: 5261.467773
	Iteration 31Q: 3 clusters Score -4464138 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -4464205.500000 Penalty: 5261.467773
	Iteration 32Q: 3 clusters Score -4464206 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4464268.000000 Penalty: 5261.467773
	Iteration 33Q: 3 clusters Score -4464268 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4464323.000000 Penalty: 5261.467773
	Iteration 34Q: 3 clusters Score -4464323 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4464359.500000 Penalty: 5261.467773
	Iteration 35Q: 3 clusters Score -4464360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4464407.000000 Penalty: 5261.467773
	Iteration 36Q: 3 clusters Score -4464407 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4464457.000000 Penalty: 5261.467773
	Iteration 37Q: 3 clusters Score -4464457 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4464480.000000 Penalty: 5261.467773
	Iteration 38Q: 3 clusters Score -4464480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -4464507.000000 Penalty: 5261.467773
	Iteration 39Q: 3 clusters Score -4464507 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4464529.500000 Penalty: 5261.467773
	Iteration 40F: 3 clusters Score -4464530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4464562.500000 Penalty: 5261.467773
	Iteration 41Q: 3 clusters Score -4464562 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4464583.000000 Penalty: 5261.467773
	Iteration 42Q: 3 clusters Score -4464583 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4464602.500000 Penalty: 5261.467773
	Iteration 43Q: 3 clusters Score -4464602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4464617.500000 Penalty: 5261.467773
	Iteration 44Q: 3 clusters Score -4464618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4464634.500000 Penalty: 5261.467773
	Iteration 45Q: 3 clusters Score -4464634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4464646.000000 Penalty: 5261.467773
	Iteration 46Q: 3 clusters Score -4464646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4464657.000000 Penalty: 5261.467773
	Iteration 47Q: 3 clusters Score -4464657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4464661.000000 Penalty: 5261.467773
	Iteration 48Q: 3 clusters Score -4464661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4464679.000000 Penalty: 5261.467773
	Iteration 49Q: 3 clusters Score -4464679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4464683.000000 Penalty: 5261.467773
	Iteration 50Q: 3 clusters Score -4464683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4464692.000000 Penalty: 5261.467773
	Iteration 51Q: 3 clusters Score -4464692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4464701.000000 Penalty: 5261.467773
	Iteration 52Q: 3 clusters Score -4464701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4464709.500000 Penalty: 5261.467773
	Iteration 53Q: 3 clusters Score -4464710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4464707.000000 Penalty: 5261.467773
	Iteration 54Q: 3 clusters Score -4464707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4464707.500000 Penalty: 5261.467773
	Iteration 55Q: 3 clusters Score -4464708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4464712.000000 Penalty: 5261.467773
	Iteration 56Q: 3 clusters Score -4464712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4464710.500000 Penalty: 5261.467773
	Iteration 57Q: 3 clusters Score -4464710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4464712.500000 Penalty: 5261.467773
	Iteration 58Q: 3 clusters Score -4464712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4464719.000000 Penalty: 5261.467773
	Iteration 59Q: 3 clusters Score -4464719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4464719.500000 Penalty: 5261.467773
	Iteration 60F: 3 clusters Score -4464720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4464730.500000 Penalty: 5261.467773
	Iteration 61Q: 3 clusters Score -4464730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4464728.500000 Penalty: 5261.467773
	Iteration 62Q: 3 clusters Score -4464728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4464721.000000 Penalty: 5261.467773
	Iteration 63Q: 3 clusters Score -4464721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4464717.000000 Penalty: 5261.467773
	Iteration 64Q: 3 clusters Score -4464717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4464717.500000 Penalty: 5261.467773
	Iteration 65Q: 3 clusters Score -4464718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4464725.500000 Penalty: 5261.467773
	Iteration 66Q: 3 clusters Score -4464726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4464725.000000 Penalty: 5261.467773
	Iteration 67Q: 3 clusters Score -4464725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4464723.000000 Penalty: 5261.467773
	Iteration 68Q: 3 clusters Score -4464723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4464723.000000 Penalty: 5261.467773
	Iteration 69Q: 3 clusters Score -4464723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4464725.500000 Penalty: 5261.467773
	Iteration 70Q: 3 clusters Score -4464726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4464725.500000 Penalty: 5261.467773
	Iteration 71F: 3 clusters Score -4464726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Entering Unmasked Estep 
Score: -659317.750000 Penalty: 2156.278076
	Iteration 0F: 2 clusters Score -659317.8 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 2992 members 
Entering Unmasked Estep 
Score: -654217.437500 Penalty: 4312.556152
	Iteration 0F: 3 clusters Score -654217.4 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -655578.062500 Penalty: 4312.556152
	Iteration 1F: 3 clusters Score -655578.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -655853.000000 Penalty: 4312.556152
	Iteration 2F: 3 clusters Score -655853 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -656075.812500 Penalty: 4312.556152
	Iteration 3F: 3 clusters Score -656075.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -656254.750000 Penalty: 4312.556152
	Iteration 4Q: 3 clusters Score -656254.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -656407.687500 Penalty: 4312.556152
	Iteration 5Q: 3 clusters Score -656407.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -656568.312500 Penalty: 4312.556152
	Iteration 6Q: 3 clusters Score -656568.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -656733.375000 Penalty: 4312.556152
	Iteration 7Q: 3 clusters Score -656733.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -656901.875000 Penalty: 4312.556152
	Iteration 8Q: 3 clusters Score -656901.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -657055.812500 Penalty: 4312.556152
	Iteration 9Q: 3 clusters Score -657055.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -657179.937500 Penalty: 4312.556152
	Iteration 10Q: 3 clusters Score -657179.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -657288.312500 Penalty: 4312.556152
	Iteration 11Q: 3 clusters Score -657288.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -657382.500000 Penalty: 4312.556152
	Iteration 12Q: 3 clusters Score -657382.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -657447.062500 Penalty: 4312.556152
	Iteration 13Q: 3 clusters Score -657447.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -657494.312500 Penalty: 4312.556152
	Iteration 14Q: 3 clusters Score -657494.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -657532.125000 Penalty: 4312.556152
	Iteration 15Q: 3 clusters Score -657532.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -657560.062500 Penalty: 4312.556152
	Iteration 16Q: 3 clusters Score -657560.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -657576.812500 Penalty: 4312.556152
	Iteration 17Q: 3 clusters Score -657576.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -657585.250000 Penalty: 4312.556152
	Iteration 18Q: 3 clusters Score -657585.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -657593.062500 Penalty: 4312.556152
	Iteration 19Q: 3 clusters Score -657593.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -657600.937500 Penalty: 4312.556152
	Iteration 20F: 3 clusters Score -657600.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -657605.812500 Penalty: 4312.556152
	Iteration 21Q: 3 clusters Score -657605.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -657611.125000 Penalty: 4312.556152
	Iteration 22Q: 3 clusters Score -657611.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -657619.500000 Penalty: 4312.556152
	Iteration 23Q: 3 clusters Score -657619.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -657623.625000 Penalty: 4312.556152
	Iteration 24Q: 3 clusters Score -657623.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -657627.812500 Penalty: 4312.556152
	Iteration 25Q: 3 clusters Score -657627.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -657632.062500 Penalty: 4312.556152
	Iteration 26Q: 3 clusters Score -657632.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -657636.687500 Penalty: 4312.556152
	Iteration 27Q: 3 clusters Score -657636.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -657639.812500 Penalty: 4312.556152
	Iteration 28Q: 3 clusters Score -657639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -657641.875000 Penalty: 4312.556152
	Iteration 29Q: 3 clusters Score -657641.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -657644.875000 Penalty: 4312.556152
	Iteration 30Q: 3 clusters Score -657644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -657649.500000 Penalty: 4312.556152
	Iteration 31Q: 3 clusters Score -657649.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -657652.625000 Penalty: 4312.556152
	Iteration 32Q: 3 clusters Score -657652.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -657657.125000 Penalty: 4312.556152
	Iteration 33Q: 3 clusters Score -657657.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -657658.375000 Penalty: 4312.556152
	Iteration 34Q: 3 clusters Score -657658.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -657662.250000 Penalty: 4312.556152
	Iteration 35Q: 3 clusters Score -657662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -657663.937500 Penalty: 4312.556152
	Iteration 36Q: 3 clusters Score -657663.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -657667.500000 Penalty: 4312.556152
	Iteration 37Q: 3 clusters Score -657667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -657668.000000 Penalty: 4312.556152
	Iteration 38Q: 3 clusters Score -657668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -657667.937500 Penalty: 4312.556152
	Iteration 39Q: 3 clusters Score -657667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -657671.875000 Penalty: 4312.556152
	Iteration 40F: 3 clusters Score -657671.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -657673.250000 Penalty: 4312.556152
	Iteration 41Q: 3 clusters Score -657673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -657675.375000 Penalty: 4312.556152
	Iteration 42Q: 3 clusters Score -657675.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -657675.625000 Penalty: 4312.556152
	Iteration 43Q: 3 clusters Score -657675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -657676.312500 Penalty: 4312.556152
	Iteration 44Q: 3 clusters Score -657676.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -657678.500000 Penalty: 4312.556152
	Iteration 45Q: 3 clusters Score -657678.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -657680.250000 Penalty: 4312.556152
	Iteration 46Q: 3 clusters Score -657680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -657680.875000 Penalty: 4312.556152
	Iteration 47Q: 3 clusters Score -657680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -657682.937500 Penalty: 4312.556152
	Iteration 48Q: 3 clusters Score -657682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -657682.812500 Penalty: 4312.556152
	Iteration 49Q: 3 clusters Score -657682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -657685.125000 Penalty: 4312.556152
	Iteration 50Q: 3 clusters Score -657685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -657686.187500 Penalty: 4312.556152
	Iteration 51Q: 3 clusters Score -657686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -657688.562500 Penalty: 4312.556152
	Iteration 52Q: 3 clusters Score -657688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -657688.125000 Penalty: 4312.556152
	Iteration 53Q: 3 clusters Score -657688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -657690.125000 Penalty: 4312.556152
	Iteration 54Q: 3 clusters Score -657690.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -657690.937500 Penalty: 4312.556152
	Iteration 55Q: 3 clusters Score -657690.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -657692.312500 Penalty: 4312.556152
	Iteration 56Q: 3 clusters Score -657692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -657694.937500 Penalty: 4312.556152
	Iteration 57Q: 3 clusters Score -657694.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -657696.062500 Penalty: 4312.556152
	Iteration 58Q: 3 clusters Score -657696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -657695.187500 Penalty: 4312.556152
	Iteration 59Q: 3 clusters Score -657695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -657696.500000 Penalty: 4312.556152
	Iteration 60F: 3 clusters Score -657696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -657696.437500 Penalty: 4312.556152
	Iteration 61Q: 3 clusters Score -657696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -657699.500000 Penalty: 4312.556152
	Iteration 62Q: 3 clusters Score -657699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -657698.750000 Penalty: 4312.556152
	Iteration 63Q: 3 clusters Score -657698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -657698.562500 Penalty: 4312.556152
	Iteration 64Q: 3 clusters Score -657698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -657699.000000 Penalty: 4312.556152
	Iteration 65Q: 3 clusters Score -657699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -657698.500000 Penalty: 4312.556152
	Iteration 66Q: 3 clusters Score -657698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -657697.687500 Penalty: 4312.556152
	Iteration 67Q: 3 clusters Score -657697.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -657697.687500 Penalty: 4312.556152
	Iteration 68F: 3 clusters Score -657697.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Entering Unmasked Estep 
Score: -573972.062500 Penalty: 2098.811035
	Iteration 0F: 2 clusters Score -573972.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -569592.375000 Penalty: 4197.622070
	Iteration 0F: 3 clusters Score -569592.4 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -570637.125000 Penalty: 4197.622070
	Iteration 1F: 3 clusters Score -570637.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -570899.750000 Penalty: 4197.622070
	Iteration 2F: 3 clusters Score -570899.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -571072.437500 Penalty: 4197.622070
	Iteration 3F: 3 clusters Score -571072.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -571221.937500 Penalty: 4197.622070
	Iteration 4Q: 3 clusters Score -571221.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -571345.062500 Penalty: 4197.622070
	Iteration 5Q: 3 clusters Score -571345.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -571449.000000 Penalty: 4197.622070
	Iteration 6Q: 3 clusters Score -571449 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -571547.187500 Penalty: 4197.622070
	Iteration 7Q: 3 clusters Score -571547.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -571662.687500 Penalty: 4197.622070
	Iteration 8Q: 3 clusters Score -571662.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -571760.000000 Penalty: 4197.622070
	Iteration 9Q: 3 clusters Score -571760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -571835.312500 Penalty: 4197.622070
	Iteration 10Q: 3 clusters Score -571835.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -571907.812500 Penalty: 4197.622070
	Iteration 11Q: 3 clusters Score -571907.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -571963.500000 Penalty: 4197.622070
	Iteration 12Q: 3 clusters Score -571963.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -572003.750000 Penalty: 4197.622070
	Iteration 13Q: 3 clusters Score -572003.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -572044.812500 Penalty: 4197.622070
	Iteration 14Q: 3 clusters Score -572044.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -572072.125000 Penalty: 4197.622070
	Iteration 15Q: 3 clusters Score -572072.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -572098.937500 Penalty: 4197.622070
	Iteration 16Q: 3 clusters Score -572098.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -572116.937500 Penalty: 4197.622070
	Iteration 17Q: 3 clusters Score -572116.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -572136.312500 Penalty: 4197.622070
	Iteration 18Q: 3 clusters Score -572136.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -572145.687500 Penalty: 4197.622070
	Iteration 19Q: 3 clusters Score -572145.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -572154.312500 Penalty: 4197.622070
	Iteration 20F: 3 clusters Score -572154.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -572162.062500 Penalty: 4197.622070
	Iteration 21Q: 3 clusters Score -572162.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -572167.125000 Penalty: 4197.622070
	Iteration 22Q: 3 clusters Score -572167.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -572173.750000 Penalty: 4197.622070
	Iteration 23Q: 3 clusters Score -572173.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -572180.125000 Penalty: 4197.622070
	Iteration 24Q: 3 clusters Score -572180.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -572185.500000 Penalty: 4197.622070
	Iteration 25Q: 3 clusters Score -572185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -572188.875000 Penalty: 4197.622070
	Iteration 26Q: 3 clusters Score -572188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -572191.437500 Penalty: 4197.622070
	Iteration 27Q: 3 clusters Score -572191.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -572195.250000 Penalty: 4197.622070
	Iteration 28Q: 3 clusters Score -572195.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -572198.000000 Penalty: 4197.622070
	Iteration 29Q: 3 clusters Score -572198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -572200.250000 Penalty: 4197.622070
	Iteration 30Q: 3 clusters Score -572200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -572201.937500 Penalty: 4197.622070
	Iteration 31Q: 3 clusters Score -572201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -572202.687500 Penalty: 4197.622070
	Iteration 32Q: 3 clusters Score -572202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -572203.437500 Penalty: 4197.622070
	Iteration 33Q: 3 clusters Score -572203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -572203.812500 Penalty: 4197.622070
	Iteration 34Q: 3 clusters Score -572203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -572205.875000 Penalty: 4197.622070
	Iteration 35Q: 3 clusters Score -572205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -572207.062500 Penalty: 4197.622070
	Iteration 36Q: 3 clusters Score -572207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -572209.500000 Penalty: 4197.622070
	Iteration 37Q: 3 clusters Score -572209.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -572211.000000 Penalty: 4197.622070
	Iteration 38Q: 3 clusters Score -572211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -572210.625000 Penalty: 4197.622070
	Iteration 39Q: 3 clusters Score -572210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -572212.937500 Penalty: 4197.622070
	Iteration 40F: 3 clusters Score -572212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -572214.750000 Penalty: 4197.622070
	Iteration 41Q: 3 clusters Score -572214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -572215.000000 Penalty: 4197.622070
	Iteration 42Q: 3 clusters Score -572215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -572216.250000 Penalty: 4197.622070
	Iteration 43Q: 3 clusters Score -572216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -572216.812500 Penalty: 4197.622070
	Iteration 44Q: 3 clusters Score -572216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -572216.812500 Penalty: 4197.622070
	Iteration 45F: 3 clusters Score -572216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Entering Unmasked Estep 
Score: -960822.562500 Penalty: 2269.083008
	Iteration 0F: 2 clusters Score -960822.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -953433.375000 Penalty: 4538.166016
	Iteration 0F: 3 clusters Score -953433.4 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -955615.562500 Penalty: 4538.166016
	Iteration 1F: 3 clusters Score -955615.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -956035.750000 Penalty: 4538.166016
	Iteration 2F: 3 clusters Score -956035.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -956447.312500 Penalty: 4538.166016
	Iteration 3F: 3 clusters Score -956447.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -956817.937500 Penalty: 4538.166016
	Iteration 4F: 3 clusters Score -956817.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -957166.312500 Penalty: 4538.166016
	Iteration 5F: 3 clusters Score -957166.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -957449.500000 Penalty: 4538.166016
	Iteration 6Q: 3 clusters Score -957449.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -957692.937500 Penalty: 4538.166016
	Iteration 7Q: 3 clusters Score -957692.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -957930.687500 Penalty: 4538.166016
	Iteration 8Q: 3 clusters Score -957930.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -958099.000000 Penalty: 4538.166016
	Iteration 9Q: 3 clusters Score -958099 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -958230.500000 Penalty: 4538.166016
	Iteration 10Q: 3 clusters Score -958230.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -958367.062500 Penalty: 4538.166016
	Iteration 11Q: 3 clusters Score -958367.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -958502.062500 Penalty: 4538.166016
	Iteration 12Q: 3 clusters Score -958502.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -958652.562500 Penalty: 4538.166016
	Iteration 13Q: 3 clusters Score -958652.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -958760.250000 Penalty: 4538.166016
	Iteration 14Q: 3 clusters Score -958760.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -958848.250000 Penalty: 4538.166016
	Iteration 15Q: 3 clusters Score -958848.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -958906.500000 Penalty: 4538.166016
	Iteration 16Q: 3 clusters Score -958906.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -958956.687500 Penalty: 4538.166016
	Iteration 17Q: 3 clusters Score -958956.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -958995.125000 Penalty: 4538.166016
	Iteration 18Q: 3 clusters Score -958995.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -959024.750000 Penalty: 4538.166016
	Iteration 19Q: 3 clusters Score -959024.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -959047.937500 Penalty: 4538.166016
	Iteration 20F: 3 clusters Score -959047.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -959069.750000 Penalty: 4538.166016
	Iteration 21Q: 3 clusters Score -959069.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -959084.000000 Penalty: 4538.166016
	Iteration 22Q: 3 clusters Score -959084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -959102.062500 Penalty: 4538.166016
	Iteration 23Q: 3 clusters Score -959102.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -959119.750000 Penalty: 4538.166016
	Iteration 24Q: 3 clusters Score -959119.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -959139.437500 Penalty: 4538.166016
	Iteration 25Q: 3 clusters Score -959139.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -959148.125000 Penalty: 4538.166016
	Iteration 26Q: 3 clusters Score -959148.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -959161.437500 Penalty: 4538.166016
	Iteration 27Q: 3 clusters Score -959161.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -959170.750000 Penalty: 4538.166016
	Iteration 28Q: 3 clusters Score -959170.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -959176.750000 Penalty: 4538.166016
	Iteration 29Q: 3 clusters Score -959176.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -959184.687500 Penalty: 4538.166016
	Iteration 30Q: 3 clusters Score -959184.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -959189.562500 Penalty: 4538.166016
	Iteration 31Q: 3 clusters Score -959189.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -959191.500000 Penalty: 4538.166016
	Iteration 32Q: 3 clusters Score -959191.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -959196.250000 Penalty: 4538.166016
	Iteration 33Q: 3 clusters Score -959196.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -959203.375000 Penalty: 4538.166016
	Iteration 34Q: 3 clusters Score -959203.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -959208.812500 Penalty: 4538.166016
	Iteration 35Q: 3 clusters Score -959208.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -959224.000000 Penalty: 4538.166016
	Iteration 36Q: 3 clusters Score -959224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -959232.000000 Penalty: 4538.166016
	Iteration 37Q: 3 clusters Score -959232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -959238.750000 Penalty: 4538.166016
	Iteration 38Q: 3 clusters Score -959238.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -959248.187500 Penalty: 4538.166016
	Iteration 39Q: 3 clusters Score -959248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -959249.812500 Penalty: 4538.166016
	Iteration 40F: 3 clusters Score -959249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -959252.750000 Penalty: 4538.166016
	Iteration 41Q: 3 clusters Score -959252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -959254.062500 Penalty: 4538.166016
	Iteration 42Q: 3 clusters Score -959254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -959257.312500 Penalty: 4538.166016
	Iteration 43Q: 3 clusters Score -959257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -959260.000000 Penalty: 4538.166016
	Iteration 44Q: 3 clusters Score -959260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -959263.437500 Penalty: 4538.166016
	Iteration 45Q: 3 clusters Score -959263.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -959271.062500 Penalty: 4538.166016
	Iteration 46Q: 3 clusters Score -959271.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -959282.812500 Penalty: 4538.166016
	Iteration 47Q: 3 clusters Score -959282.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -959293.187500 Penalty: 4538.166016
	Iteration 48Q: 3 clusters Score -959293.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -959308.562500 Penalty: 4538.166016
	Iteration 49Q: 3 clusters Score -959308.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -959333.562500 Penalty: 4538.166016
	Iteration 50Q: 3 clusters Score -959333.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -959350.812500 Penalty: 4538.166016
	Iteration 51Q: 3 clusters Score -959350.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -959363.875000 Penalty: 4538.166016
	Iteration 52Q: 3 clusters Score -959363.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -959374.437500 Penalty: 4538.166016
	Iteration 53Q: 3 clusters Score -959374.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -959389.625000 Penalty: 4538.166016
	Iteration 54Q: 3 clusters Score -959389.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -959403.812500 Penalty: 4538.166016
	Iteration 55Q: 3 clusters Score -959403.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -959411.625000 Penalty: 4538.166016
	Iteration 56Q: 3 clusters Score -959411.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -959418.375000 Penalty: 4538.166016
	Iteration 57Q: 3 clusters Score -959418.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -959422.625000 Penalty: 4538.166016
	Iteration 58Q: 3 clusters Score -959422.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -959425.312500 Penalty: 4538.166016
	Iteration 59Q: 3 clusters Score -959425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -959426.625000 Penalty: 4538.166016
	Iteration 60F: 3 clusters Score -959426.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -959429.187500 Penalty: 4538.166016
	Iteration 61Q: 3 clusters Score -959429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -959432.875000 Penalty: 4538.166016
	Iteration 62Q: 3 clusters Score -959432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -959437.000000 Penalty: 4538.166016
	Iteration 63Q: 3 clusters Score -959437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -959444.812500 Penalty: 4538.166016
	Iteration 64Q: 3 clusters Score -959444.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -959456.125000 Penalty: 4538.166016
	Iteration 65Q: 3 clusters Score -959456.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -959461.187500 Penalty: 4538.166016
	Iteration 66Q: 3 clusters Score -959461.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -959465.812500 Penalty: 4538.166016
	Iteration 67Q: 3 clusters Score -959465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -959465.437500 Penalty: 4538.166016
	Iteration 68Q: 3 clusters Score -959465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -959467.375000 Penalty: 4538.166016
	Iteration 69Q: 3 clusters Score -959467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -959471.000000 Penalty: 4538.166016
	Iteration 70Q: 3 clusters Score -959471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -959471.062500 Penalty: 4538.166016
	Iteration 71Q: 3 clusters Score -959471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -959470.875000 Penalty: 4538.166016
	Iteration 72Q: 3 clusters Score -959470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -959472.062500 Penalty: 4538.166016
	Iteration 73Q: 3 clusters Score -959472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -959473.750000 Penalty: 4538.166016
	Iteration 74Q: 3 clusters Score -959473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -959473.187500 Penalty: 4538.166016
	Iteration 75Q: 3 clusters Score -959473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -959472.375000 Penalty: 4538.166016
	Iteration 76Q: 3 clusters Score -959472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -959471.875000 Penalty: 4538.166016
	Iteration 77Q: 3 clusters Score -959471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -959471.500000 Penalty: 4538.166016
	Iteration 78Q: 3 clusters Score -959471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -959474.875000 Penalty: 4538.166016
	Iteration 79Q: 3 clusters Score -959474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -959475.437500 Penalty: 4538.166016
	Iteration 80F: 3 clusters Score -959475.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -959477.375000 Penalty: 4538.166016
	Iteration 81Q: 3 clusters Score -959477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -959480.000000 Penalty: 4538.166016
	Iteration 82Q: 3 clusters Score -959480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -959480.562500 Penalty: 4538.166016
	Iteration 83Q: 3 clusters Score -959480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -959480.562500 Penalty: 4538.166016
	Iteration 84F: 3 clusters Score -959480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Entering Unmasked Estep 
Score: -1128250.375000 Penalty: 2270.318604
	Iteration 0F: 2 clusters Score -1128250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1120894.625000 Penalty: 4540.637207
	Iteration 0F: 3 clusters Score -1120895 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1122922.875000 Penalty: 4540.637207
	Iteration 1F: 3 clusters Score -1122923 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1123218.500000 Penalty: 4540.637207
	Iteration 2F: 3 clusters Score -1123218 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1123419.625000 Penalty: 4540.637207
	Iteration 3F: 3 clusters Score -1123420 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1123567.375000 Penalty: 4540.637207
	Iteration 4Q: 3 clusters Score -1123567 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1123667.875000 Penalty: 4540.637207
	Iteration 5Q: 3 clusters Score -1123668 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1123748.375000 Penalty: 4540.637207
	Iteration 6Q: 3 clusters Score -1123748 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1123823.000000 Penalty: 4540.637207
	Iteration 7Q: 3 clusters Score -1123823 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1123897.125000 Penalty: 4540.637207
	Iteration 8Q: 3 clusters Score -1123897 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1123970.875000 Penalty: 4540.637207
	Iteration 9Q: 3 clusters Score -1123971 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1124044.500000 Penalty: 4540.637207
	Iteration 10Q: 3 clusters Score -1124044 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1124117.625000 Penalty: 4540.637207
	Iteration 11Q: 3 clusters Score -1124118 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1124200.375000 Penalty: 4540.637207
	Iteration 12Q: 3 clusters Score -1124200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1124265.625000 Penalty: 4540.637207
	Iteration 13Q: 3 clusters Score -1124266 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1124341.875000 Penalty: 4540.637207
	Iteration 14Q: 3 clusters Score -1124342 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1124450.125000 Penalty: 4540.637207
	Iteration 15Q: 3 clusters Score -1124450 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1124560.250000 Penalty: 4540.637207
	Iteration 16Q: 3 clusters Score -1124560 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1124674.000000 Penalty: 4540.637207
	Iteration 17Q: 3 clusters Score -1124674 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1124819.000000 Penalty: 4540.637207
	Iteration 18Q: 3 clusters Score -1124819 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1124969.125000 Penalty: 4540.637207
	Iteration 19Q: 3 clusters Score -1124969 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1125101.125000 Penalty: 4540.637207
	Iteration 20F: 3 clusters Score -1125101 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1125229.375000 Penalty: 4540.637207
	Iteration 21Q: 3 clusters Score -1125229 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1125371.750000 Penalty: 4540.637207
	Iteration 22Q: 3 clusters Score -1125372 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1125479.875000 Penalty: 4540.637207
	Iteration 23Q: 3 clusters Score -1125480 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1125590.750000 Penalty: 4540.637207
	Iteration 24Q: 3 clusters Score -1125591 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1125682.375000 Penalty: 4540.637207
	Iteration 25Q: 3 clusters Score -1125682 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1125763.625000 Penalty: 4540.637207
	Iteration 26Q: 3 clusters Score -1125764 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1125838.125000 Penalty: 4540.637207
	Iteration 27Q: 3 clusters Score -1125838 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1125914.000000 Penalty: 4540.637207
	Iteration 28Q: 3 clusters Score -1125914 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1125985.500000 Penalty: 4540.637207
	Iteration 29Q: 3 clusters Score -1125986 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1126044.500000 Penalty: 4540.637207
	Iteration 30Q: 3 clusters Score -1126044 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1126097.625000 Penalty: 4540.637207
	Iteration 31Q: 3 clusters Score -1126098 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1126161.875000 Penalty: 4540.637207
	Iteration 32Q: 3 clusters Score -1126162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1126219.125000 Penalty: 4540.637207
	Iteration 33Q: 3 clusters Score -1126219 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1126276.125000 Penalty: 4540.637207
	Iteration 34Q: 3 clusters Score -1126276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1126339.750000 Penalty: 4540.637207
	Iteration 35Q: 3 clusters Score -1126340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1126407.375000 Penalty: 4540.637207
	Iteration 36Q: 3 clusters Score -1126407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1126461.500000 Penalty: 4540.637207
	Iteration 37Q: 3 clusters Score -1126462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1126508.125000 Penalty: 4540.637207
	Iteration 38Q: 3 clusters Score -1126508 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1126561.500000 Penalty: 4540.637207
	Iteration 39Q: 3 clusters Score -1126562 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1126640.750000 Penalty: 4540.637207
	Iteration 40F: 3 clusters Score -1126641 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1126726.125000 Penalty: 4540.637207
	Iteration 41Q: 3 clusters Score -1126726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1126792.625000 Penalty: 4540.637207
	Iteration 42Q: 3 clusters Score -1126793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1126846.500000 Penalty: 4540.637207
	Iteration 43Q: 3 clusters Score -1126846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1126881.500000 Penalty: 4540.637207
	Iteration 44Q: 3 clusters Score -1126882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1126902.750000 Penalty: 4540.637207
	Iteration 45Q: 3 clusters Score -1126903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1126920.250000 Penalty: 4540.637207
	Iteration 46Q: 3 clusters Score -1126920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1126933.375000 Penalty: 4540.637207
	Iteration 47Q: 3 clusters Score -1126933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1126938.000000 Penalty: 4540.637207
	Iteration 48Q: 3 clusters Score -1126938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1126946.500000 Penalty: 4540.637207
	Iteration 49Q: 3 clusters Score -1126946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1126951.750000 Penalty: 4540.637207
	Iteration 50Q: 3 clusters Score -1126952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1126953.625000 Penalty: 4540.637207
	Iteration 51Q: 3 clusters Score -1126954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1126959.375000 Penalty: 4540.637207
	Iteration 52Q: 3 clusters Score -1126959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1126963.875000 Penalty: 4540.637207
	Iteration 53Q: 3 clusters Score -1126964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1126966.750000 Penalty: 4540.637207
	Iteration 54Q: 3 clusters Score -1126967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1126969.750000 Penalty: 4540.637207
	Iteration 55Q: 3 clusters Score -1126970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1126971.875000 Penalty: 4540.637207
	Iteration 56Q: 3 clusters Score -1126972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1126973.000000 Penalty: 4540.637207
	Iteration 57Q: 3 clusters Score -1126973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1126974.625000 Penalty: 4540.637207
	Iteration 58Q: 3 clusters Score -1126975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1126975.875000 Penalty: 4540.637207
	Iteration 59Q: 3 clusters Score -1126976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1126980.125000 Penalty: 4540.637207
	Iteration 60F: 3 clusters Score -1126980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1126979.750000 Penalty: 4540.637207
	Iteration 61Q: 3 clusters Score -1126980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1126979.750000 Penalty: 4540.637207
	Iteration 62F: 3 clusters Score -1126980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Entering Unmasked Estep 
Score: -1958280.750000 Penalty: 2407.483398
	Iteration 0F: 2 clusters Score -1958281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1946568.250000 Penalty: 4814.966797
	Iteration 0F: 3 clusters Score -1946568 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1950317.500000 Penalty: 4814.966797
	Iteration 1F: 3 clusters Score -1950318 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1950781.625000 Penalty: 4814.966797
	Iteration 2F: 3 clusters Score -1950782 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1951099.250000 Penalty: 4814.966797
	Iteration 3F: 3 clusters Score -1951099 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1951361.750000 Penalty: 4814.966797
	Iteration 4Q: 3 clusters Score -1951362 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1951600.250000 Penalty: 4814.966797
	Iteration 5Q: 3 clusters Score -1951600 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1951863.500000 Penalty: 4814.966797
	Iteration 6Q: 3 clusters Score -1951864 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1952168.250000 Penalty: 4814.966797
	Iteration 7Q: 3 clusters Score -1952168 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1952494.625000 Penalty: 4814.966797
	Iteration 8Q: 3 clusters Score -1952495 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1952895.125000 Penalty: 4814.966797
	Iteration 9Q: 3 clusters Score -1952895 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1953308.875000 Penalty: 4814.966797
	Iteration 10Q: 3 clusters Score -1953309 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1953778.750000 Penalty: 4814.966797
	Iteration 11Q: 3 clusters Score -1953779 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1954356.750000 Penalty: 4814.966797
	Iteration 12Q: 3 clusters Score -1954357 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1954917.375000 Penalty: 4814.966797
	Iteration 13Q: 3 clusters Score -1954917 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1955390.000000 Penalty: 4814.966797
	Iteration 14Q: 3 clusters Score -1955390 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1955692.625000 Penalty: 4814.966797
	Iteration 15Q: 3 clusters Score -1955693 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1955907.750000 Penalty: 4814.966797
	Iteration 16Q: 3 clusters Score -1955908 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1956032.875000 Penalty: 4814.966797
	Iteration 17Q: 3 clusters Score -1956033 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1956120.625000 Penalty: 4814.966797
	Iteration 18Q: 3 clusters Score -1956121 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1956184.000000 Penalty: 4814.966797
	Iteration 19Q: 3 clusters Score -1956184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1956219.625000 Penalty: 4814.966797
	Iteration 20F: 3 clusters Score -1956220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1956264.125000 Penalty: 4814.966797
	Iteration 21Q: 3 clusters Score -1956264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1956294.875000 Penalty: 4814.966797
	Iteration 22Q: 3 clusters Score -1956295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1956318.500000 Penalty: 4814.966797
	Iteration 23Q: 3 clusters Score -1956318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1956340.250000 Penalty: 4814.966797
	Iteration 24Q: 3 clusters Score -1956340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1956349.500000 Penalty: 4814.966797
	Iteration 25Q: 3 clusters Score -1956350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1956373.250000 Penalty: 4814.966797
	Iteration 26Q: 3 clusters Score -1956373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1956400.250000 Penalty: 4814.966797
	Iteration 27Q: 3 clusters Score -1956400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1956427.375000 Penalty: 4814.966797
	Iteration 28Q: 3 clusters Score -1956427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -1956446.500000 Penalty: 4814.966797
	Iteration 29Q: 3 clusters Score -1956446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1956453.000000 Penalty: 4814.966797
	Iteration 30Q: 3 clusters Score -1956453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1956467.750000 Penalty: 4814.966797
	Iteration 31Q: 3 clusters Score -1956468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1956466.125000 Penalty: 4814.966797
	Iteration 32Q: 3 clusters Score -1956466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1956476.125000 Penalty: 4814.966797
	Iteration 33Q: 3 clusters Score -1956476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1956481.375000 Penalty: 4814.966797
	Iteration 34Q: 3 clusters Score -1956481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1956484.875000 Penalty: 4814.966797
	Iteration 35Q: 3 clusters Score -1956485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1956489.000000 Penalty: 4814.966797
	Iteration 36Q: 3 clusters Score -1956489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1956487.875000 Penalty: 4814.966797
	Iteration 37Q: 3 clusters Score -1956488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1956489.625000 Penalty: 4814.966797
	Iteration 38Q: 3 clusters Score -1956490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1956489.625000 Penalty: 4814.966797
	Iteration 39F: 3 clusters Score -1956490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -251968.750000 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -251968.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -249229.187500 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -249229.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -249729.218750 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -249729.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -249860.765625 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -249860.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -249934.484375 Penalty: 3795.427002
	Iteration 3Q: 3 clusters Score -249934.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -249981.843750 Penalty: 3795.427002
	Iteration 4Q: 3 clusters Score -249981.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -250007.140625 Penalty: 3795.427002
	Iteration 5Q: 3 clusters Score -250007.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -250030.562500 Penalty: 3795.427002
	Iteration 6Q: 3 clusters Score -250030.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -250049.171875 Penalty: 3795.427002
	Iteration 7Q: 3 clusters Score -250049.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -250058.562500 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -250058.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250071.171875 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -250071.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -250078.890625 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -250078.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -250088.375000 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -250088.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -250093.593750 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -250093.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250100.484375 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -250100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -250102.875000 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -250102.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -250103.453125 Penalty: 3795.427002
	Iteration 15Q: 3 clusters Score -250103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -250104.671875 Penalty: 3795.427002
	Iteration 16Q: 3 clusters Score -250104.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -250108.203125 Penalty: 3795.427002
	Iteration 17Q: 3 clusters Score -250108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -250111.953125 Penalty: 3795.427002
	Iteration 18Q: 3 clusters Score -250112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -250114.343750 Penalty: 3795.427002
	Iteration 19Q: 3 clusters Score -250114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -250115.343750 Penalty: 3795.427002
	Iteration 20F: 3 clusters Score -250115.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -305710.062500 Penalty: 1969.882080
	Iteration 0F: 2 clusters Score -305710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -302636.687500 Penalty: 3939.764160
	Iteration 0F: 3 clusters Score -302636.7 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -303293.875000 Penalty: 3939.764160
	Iteration 1F: 3 clusters Score -303293.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -303502.531250 Penalty: 3939.764160
	Iteration 2F: 3 clusters Score -303502.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -303706.500000 Penalty: 3939.764160
	Iteration 3F: 3 clusters Score -303706.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -303925.625000 Penalty: 3939.764160
	Iteration 4F: 3 clusters Score -303925.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -304152.781250 Penalty: 3939.764160
	Iteration 5F: 3 clusters Score -304152.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -304363.250000 Penalty: 3939.764160
	Iteration 6F: 3 clusters Score -304363.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -304530.531250 Penalty: 3939.764160
	Iteration 7F: 3 clusters Score -304530.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -304631.187500 Penalty: 3939.764160
	Iteration 8Q: 3 clusters Score -304631.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -304730.562500 Penalty: 3939.764160
	Iteration 9Q: 3 clusters Score -304730.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -304831.812500 Penalty: 3939.764160
	Iteration 10Q: 3 clusters Score -304831.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -304895.687500 Penalty: 3939.764160
	Iteration 11Q: 3 clusters Score -304895.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -304918.875000 Penalty: 3939.764160
	Iteration 12Q: 3 clusters Score -304918.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -304926.281250 Penalty: 3939.764160
	Iteration 13Q: 3 clusters Score -304926.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -304929.000000 Penalty: 3939.764160
	Iteration 14Q: 3 clusters Score -304929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -304931.218750 Penalty: 3939.764160
	Iteration 15Q: 3 clusters Score -304931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -304932.437500 Penalty: 3939.764160
	Iteration 16Q: 3 clusters Score -304932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -304932.437500 Penalty: 3939.764160
	Iteration 17F: 3 clusters Score -304932.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Entering Unmasked Estep 
Score: -926189.500000 Penalty: 2219.539062
	Iteration 0F: 2 clusters Score -926189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -919944.125000 Penalty: 4439.078125
	Iteration 0F: 3 clusters Score -919944.1 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -921577.375000 Penalty: 4439.078125
	Iteration 1F: 3 clusters Score -921577.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -921912.187500 Penalty: 4439.078125
	Iteration 2F: 3 clusters Score -921912.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -922228.125000 Penalty: 4439.078125
	Iteration 3F: 3 clusters Score -922228.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -922615.437500 Penalty: 4439.078125
	Iteration 4F: 3 clusters Score -922615.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -923070.062500 Penalty: 4439.078125
	Iteration 5F: 3 clusters Score -923070.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -923481.312500 Penalty: 4439.078125
	Iteration 6F: 3 clusters Score -923481.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -923832.187500 Penalty: 4439.078125
	Iteration 7F: 3 clusters Score -923832.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -924105.437500 Penalty: 4439.078125
	Iteration 8Q: 3 clusters Score -924105.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -924323.250000 Penalty: 4439.078125
	Iteration 9Q: 3 clusters Score -924323.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -924481.812500 Penalty: 4439.078125
	Iteration 10Q: 3 clusters Score -924481.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -924596.812500 Penalty: 4439.078125
	Iteration 11Q: 3 clusters Score -924596.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -924684.437500 Penalty: 4439.078125
	Iteration 12Q: 3 clusters Score -924684.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -924757.187500 Penalty: 4439.078125
	Iteration 13Q: 3 clusters Score -924757.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -924827.187500 Penalty: 4439.078125
	Iteration 14Q: 3 clusters Score -924827.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -924891.375000 Penalty: 4439.078125
	Iteration 15Q: 3 clusters Score -924891.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -924929.250000 Penalty: 4439.078125
	Iteration 16Q: 3 clusters Score -924929.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -924960.812500 Penalty: 4439.078125
	Iteration 17Q: 3 clusters Score -924960.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -924978.375000 Penalty: 4439.078125
	Iteration 18Q: 3 clusters Score -924978.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -924991.250000 Penalty: 4439.078125
	Iteration 19Q: 3 clusters Score -924991.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -924997.937500 Penalty: 4439.078125
	Iteration 20F: 3 clusters Score -924997.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -925000.125000 Penalty: 4439.078125
	Iteration 21Q: 3 clusters Score -925000.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -925002.250000 Penalty: 4439.078125
	Iteration 22Q: 3 clusters Score -925002.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -925005.625000 Penalty: 4439.078125
	Iteration 23Q: 3 clusters Score -925005.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -925006.250000 Penalty: 4439.078125
	Iteration 24Q: 3 clusters Score -925006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -925007.437500 Penalty: 4439.078125
	Iteration 25Q: 3 clusters Score -925007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -925004.875000 Penalty: 4439.078125
	Iteration 26Q: 3 clusters Score -925004.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -925005.875000 Penalty: 4439.078125
	Iteration 27Q: 3 clusters Score -925005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -925006.562500 Penalty: 4439.078125
	Iteration 28Q: 3 clusters Score -925006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -925007.125000 Penalty: 4439.078125
	Iteration 29Q: 3 clusters Score -925007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -925007.125000 Penalty: 4439.078125
	Iteration 30F: 3 clusters Score -925007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Entering Unmasked Estep 
Score: -417498.968750 Penalty: 2029.066772
	Iteration 0F: 2 clusters Score -417499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -413894.281250 Penalty: 4058.133545
	Iteration 0F: 3 clusters Score -413894.3 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -414772.875000 Penalty: 4058.133545
	Iteration 1F: 3 clusters Score -414772.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -415034.031250 Penalty: 4058.133545
	Iteration 2F: 3 clusters Score -415034 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -415191.593750 Penalty: 4058.133545
	Iteration 3F: 3 clusters Score -415191.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -415308.593750 Penalty: 4058.133545
	Iteration 4Q: 3 clusters Score -415308.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -415392.937500 Penalty: 4058.133545
	Iteration 5Q: 3 clusters Score -415392.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -415454.687500 Penalty: 4058.133545
	Iteration 6Q: 3 clusters Score -415454.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -415496.562500 Penalty: 4058.133545
	Iteration 7Q: 3 clusters Score -415496.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -415517.937500 Penalty: 4058.133545
	Iteration 8Q: 3 clusters Score -415517.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -415532.843750 Penalty: 4058.133545
	Iteration 9Q: 3 clusters Score -415532.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -415544.687500 Penalty: 4058.133545
	Iteration 10Q: 3 clusters Score -415544.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -415558.687500 Penalty: 4058.133545
	Iteration 11Q: 3 clusters Score -415558.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -415580.281250 Penalty: 4058.133545
	Iteration 12Q: 3 clusters Score -415580.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415597.750000 Penalty: 4058.133545
	Iteration 13Q: 3 clusters Score -415597.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -415610.156250 Penalty: 4058.133545
	Iteration 14Q: 3 clusters Score -415610.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -415626.125000 Penalty: 4058.133545
	Iteration 15Q: 3 clusters Score -415626.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -415637.343750 Penalty: 4058.133545
	Iteration 16Q: 3 clusters Score -415637.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -415645.593750 Penalty: 4058.133545
	Iteration 17Q: 3 clusters Score -415645.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -415652.062500 Penalty: 4058.133545
	Iteration 18Q: 3 clusters Score -415652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -415655.187500 Penalty: 4058.133545
	Iteration 19Q: 3 clusters Score -415655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -415658.000000 Penalty: 4058.133545
	Iteration 20F: 3 clusters Score -415658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -415661.343750 Penalty: 4058.133545
	Iteration 21Q: 3 clusters Score -415661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -415663.312500 Penalty: 4058.133545
	Iteration 22Q: 3 clusters Score -415663.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -415665.125000 Penalty: 4058.133545
	Iteration 23Q: 3 clusters Score -415665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -415667.750000 Penalty: 4058.133545
	Iteration 24Q: 3 clusters Score -415667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -415668.937500 Penalty: 4058.133545
	Iteration 25Q: 3 clusters Score -415668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -415670.250000 Penalty: 4058.133545
	Iteration 26Q: 3 clusters Score -415670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -415671.156250 Penalty: 4058.133545
	Iteration 27Q: 3 clusters Score -415671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -415671.656250 Penalty: 4058.133545
	Iteration 28Q: 3 clusters Score -415671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -415672.500000 Penalty: 4058.133545
	Iteration 29Q: 3 clusters Score -415672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -415674.000000 Penalty: 4058.133545
	Iteration 30Q: 3 clusters Score -415674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -415676.468750 Penalty: 4058.133545
	Iteration 31Q: 3 clusters Score -415676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -415679.125000 Penalty: 4058.133545
	Iteration 32Q: 3 clusters Score -415679.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -415683.281250 Penalty: 4058.133545
	Iteration 33Q: 3 clusters Score -415683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -415685.593750 Penalty: 4058.133545
	Iteration 34Q: 3 clusters Score -415685.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -415686.687500 Penalty: 4058.133545
	Iteration 35Q: 3 clusters Score -415686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -415689.093750 Penalty: 4058.133545
	Iteration 36Q: 3 clusters Score -415689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -415691.500000 Penalty: 4058.133545
	Iteration 37Q: 3 clusters Score -415691.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -415692.562500 Penalty: 4058.133545
	Iteration 38Q: 3 clusters Score -415692.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -415693.500000 Penalty: 4058.133545
	Iteration 39Q: 3 clusters Score -415693.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -415695.843750 Penalty: 4058.133545
	Iteration 40F: 3 clusters Score -415695.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -415698.187500 Penalty: 4058.133545
	Iteration 41Q: 3 clusters Score -415698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -415701.562500 Penalty: 4058.133545
	Iteration 42Q: 3 clusters Score -415701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -415705.750000 Penalty: 4058.133545
	Iteration 43Q: 3 clusters Score -415705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -415708.281250 Penalty: 4058.133545
	Iteration 44Q: 3 clusters Score -415708.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -415710.250000 Penalty: 4058.133545
	Iteration 45Q: 3 clusters Score -415710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -415709.781250 Penalty: 4058.133545
	Iteration 46Q: 3 clusters Score -415709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -415712.500000 Penalty: 4058.133545
	Iteration 47Q: 3 clusters Score -415712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -415714.281250 Penalty: 4058.133545
	Iteration 48Q: 3 clusters Score -415714.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -415716.062500 Penalty: 4058.133545
	Iteration 49Q: 3 clusters Score -415716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -415717.375000 Penalty: 4058.133545
	Iteration 50Q: 3 clusters Score -415717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -415720.375000 Penalty: 4058.133545
	Iteration 51Q: 3 clusters Score -415720.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -415721.437500 Penalty: 4058.133545
	Iteration 52Q: 3 clusters Score -415721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -415722.281250 Penalty: 4058.133545
	Iteration 53Q: 3 clusters Score -415722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -415722.468750 Penalty: 4058.133545
	Iteration 54Q: 3 clusters Score -415722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -415723.218750 Penalty: 4058.133545
	Iteration 55Q: 3 clusters Score -415723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -415723.031250 Penalty: 4058.133545
	Iteration 56Q: 3 clusters Score -415723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -415723.437500 Penalty: 4058.133545
	Iteration 57Q: 3 clusters Score -415723.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -415723.437500 Penalty: 4058.133545
	Iteration 58F: 3 clusters Score -415723.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Entering Unmasked Estep 
Score: -1042914.937500 Penalty: 2264.104980
	Iteration 0F: 2 clusters Score -1042915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1035719.562500 Penalty: 4528.209961
	Iteration 0F: 3 clusters Score -1035720 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1037832.875000 Penalty: 4528.209961
	Iteration 1F: 3 clusters Score -1037833 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1038225.750000 Penalty: 4528.209961
	Iteration 2F: 3 clusters Score -1038226 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1038537.812500 Penalty: 4528.209961
	Iteration 3F: 3 clusters Score -1038538 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1038784.312500 Penalty: 4528.209961
	Iteration 4F: 3 clusters Score -1038784 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1039015.250000 Penalty: 4528.209961
	Iteration 5Q: 3 clusters Score -1039015 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1039224.562500 Penalty: 4528.209961
	Iteration 6Q: 3 clusters Score -1039225 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1039383.062500 Penalty: 4528.209961
	Iteration 7Q: 3 clusters Score -1039383 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1039537.250000 Penalty: 4528.209961
	Iteration 8Q: 3 clusters Score -1039537 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1039705.125000 Penalty: 4528.209961
	Iteration 9Q: 3 clusters Score -1039705 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1039853.187500 Penalty: 4528.209961
	Iteration 10Q: 3 clusters Score -1039853 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1039978.562500 Penalty: 4528.209961
	Iteration 11Q: 3 clusters Score -1039979 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1040065.625000 Penalty: 4528.209961
	Iteration 12Q: 3 clusters Score -1040066 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1040134.062500 Penalty: 4528.209961
	Iteration 13Q: 3 clusters Score -1040134 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1040192.625000 Penalty: 4528.209961
	Iteration 14Q: 3 clusters Score -1040193 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1040236.437500 Penalty: 4528.209961
	Iteration 15Q: 3 clusters Score -1040236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1040265.750000 Penalty: 4528.209961
	Iteration 16Q: 3 clusters Score -1040266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1040299.812500 Penalty: 4528.209961
	Iteration 17Q: 3 clusters Score -1040300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1040330.812500 Penalty: 4528.209961
	Iteration 18Q: 3 clusters Score -1040331 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1040350.500000 Penalty: 4528.209961
	Iteration 19Q: 3 clusters Score -1040350 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1040374.062500 Penalty: 4528.209961
	Iteration 20F: 3 clusters Score -1040374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1040388.875000 Penalty: 4528.209961
	Iteration 21Q: 3 clusters Score -1040389 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1040408.375000 Penalty: 4528.209961
	Iteration 22Q: 3 clusters Score -1040408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1040426.062500 Penalty: 4528.209961
	Iteration 23Q: 3 clusters Score -1040426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1040439.312500 Penalty: 4528.209961
	Iteration 24Q: 3 clusters Score -1040439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1040454.250000 Penalty: 4528.209961
	Iteration 25Q: 3 clusters Score -1040454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1040468.500000 Penalty: 4528.209961
	Iteration 26Q: 3 clusters Score -1040468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1040486.437500 Penalty: 4528.209961
	Iteration 27Q: 3 clusters Score -1040486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1040498.750000 Penalty: 4528.209961
	Iteration 28Q: 3 clusters Score -1040499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1040515.125000 Penalty: 4528.209961
	Iteration 29Q: 3 clusters Score -1040515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1040536.750000 Penalty: 4528.209961
	Iteration 30Q: 3 clusters Score -1040537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1040561.250000 Penalty: 4528.209961
	Iteration 31Q: 3 clusters Score -1040561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1040586.187500 Penalty: 4528.209961
	Iteration 32Q: 3 clusters Score -1040586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1040617.625000 Penalty: 4528.209961
	Iteration 33Q: 3 clusters Score -1040618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1040639.375000 Penalty: 4528.209961
	Iteration 34Q: 3 clusters Score -1040639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1040664.875000 Penalty: 4528.209961
	Iteration 35Q: 3 clusters Score -1040665 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1040683.875000 Penalty: 4528.209961
	Iteration 36Q: 3 clusters Score -1040684 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1040703.562500 Penalty: 4528.209961
	Iteration 37Q: 3 clusters Score -1040704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1040718.687500 Penalty: 4528.209961
	Iteration 38Q: 3 clusters Score -1040719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1040731.125000 Penalty: 4528.209961
	Iteration 39Q: 3 clusters Score -1040731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1040739.937500 Penalty: 4528.209961
	Iteration 40F: 3 clusters Score -1040740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1040752.000000 Penalty: 4528.209961
	Iteration 41Q: 3 clusters Score -1040752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1040759.437500 Penalty: 4528.209961
	Iteration 42Q: 3 clusters Score -1040759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1040767.875000 Penalty: 4528.209961
	Iteration 43Q: 3 clusters Score -1040768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1040774.875000 Penalty: 4528.209961
	Iteration 44Q: 3 clusters Score -1040775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1040779.937500 Penalty: 4528.209961
	Iteration 45Q: 3 clusters Score -1040780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1040783.250000 Penalty: 4528.209961
	Iteration 46Q: 3 clusters Score -1040783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1040785.250000 Penalty: 4528.209961
	Iteration 47Q: 3 clusters Score -1040785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1040789.062500 Penalty: 4528.209961
	Iteration 48Q: 3 clusters Score -1040789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1040791.812500 Penalty: 4528.209961
	Iteration 49Q: 3 clusters Score -1040792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1040794.750000 Penalty: 4528.209961
	Iteration 50Q: 3 clusters Score -1040795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1040795.500000 Penalty: 4528.209961
	Iteration 51Q: 3 clusters Score -1040796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1040797.937500 Penalty: 4528.209961
	Iteration 52Q: 3 clusters Score -1040798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1040798.125000 Penalty: 4528.209961
	Iteration 53Q: 3 clusters Score -1040798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1040798.437500 Penalty: 4528.209961
	Iteration 54Q: 3 clusters Score -1040798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1040800.625000 Penalty: 4528.209961
	Iteration 55Q: 3 clusters Score -1040801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1040801.812500 Penalty: 4528.209961
	Iteration 56Q: 3 clusters Score -1040802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1040800.250000 Penalty: 4528.209961
	Iteration 57Q: 3 clusters Score -1040800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1040799.687500 Penalty: 4528.209961
	Iteration 58Q: 3 clusters Score -1040800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1040800.375000 Penalty: 4528.209961
	Iteration 59Q: 3 clusters Score -1040800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1040802.062500 Penalty: 4528.209961
	Iteration 60F: 3 clusters Score -1040802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1040803.375000 Penalty: 4528.209961
	Iteration 61Q: 3 clusters Score -1040803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1040802.437500 Penalty: 4528.209961
	Iteration 62Q: 3 clusters Score -1040802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1040802.437500 Penalty: 4528.209961
	Iteration 63F: 3 clusters Score -1040802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Entering Unmasked Estep 
Score: -3238927.000000 Penalty: 2529.275391
	Iteration 0F: 2 clusters Score -3238927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3220377.250000 Penalty: 5058.550781
	Iteration 0F: 3 clusters Score -3220377 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3226929.250000 Penalty: 5058.550781
	Iteration 1F: 3 clusters Score -3226929 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3227348.250000 Penalty: 5058.550781
	Iteration 2Q: 3 clusters Score -3227348 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3227784.250000 Penalty: 5058.550781
	Iteration 3Q: 3 clusters Score -3227784 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3228239.250000 Penalty: 5058.550781
	Iteration 4Q: 3 clusters Score -3228239 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3228770.750000 Penalty: 5058.550781
	Iteration 5Q: 3 clusters Score -3228771 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3229471.500000 Penalty: 5058.550781
	Iteration 6Q: 3 clusters Score -3229472 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -3230375.000000 Penalty: 5058.550781
	Iteration 7F: 3 clusters Score -3230375 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3231428.750000 Penalty: 5058.550781
	Iteration 8F: 3 clusters Score -3231429 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3232671.250000 Penalty: 5058.550781
	Iteration 9F: 3 clusters Score -3232671 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3233872.250000 Penalty: 5058.550781
	Iteration 10F: 3 clusters Score -3233872 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3234691.250000 Penalty: 5058.550781
	Iteration 11Q: 3 clusters Score -3234691 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3235123.500000 Penalty: 5058.550781
	Iteration 12Q: 3 clusters Score -3235124 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -3235338.000000 Penalty: 5058.550781
	Iteration 13Q: 3 clusters Score -3235338 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3235465.000000 Penalty: 5058.550781
	Iteration 14Q: 3 clusters Score -3235465 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3235554.750000 Penalty: 5058.550781
	Iteration 15Q: 3 clusters Score -3235555 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3235609.500000 Penalty: 5058.550781
	Iteration 16Q: 3 clusters Score -3235610 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3235659.250000 Penalty: 5058.550781
	Iteration 17Q: 3 clusters Score -3235659 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3235742.500000 Penalty: 5058.550781
	Iteration 18Q: 3 clusters Score -3235742 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3235833.750000 Penalty: 5058.550781
	Iteration 19Q: 3 clusters Score -3235834 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3235916.000000 Penalty: 5058.550781
	Iteration 20F: 3 clusters Score -3235916 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3236000.000000 Penalty: 5058.550781
	Iteration 21Q: 3 clusters Score -3236000 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3236050.750000 Penalty: 5058.550781
	Iteration 22Q: 3 clusters Score -3236051 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3236141.250000 Penalty: 5058.550781
	Iteration 23Q: 3 clusters Score -3236141 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3236236.500000 Penalty: 5058.550781
	Iteration 24Q: 3 clusters Score -3236236 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3236284.250000 Penalty: 5058.550781
	Iteration 25Q: 3 clusters Score -3236284 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3236352.500000 Penalty: 5058.550781
	Iteration 26Q: 3 clusters Score -3236352 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3236404.000000 Penalty: 5058.550781
	Iteration 27Q: 3 clusters Score -3236404 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3236489.250000 Penalty: 5058.550781
	Iteration 28Q: 3 clusters Score -3236489 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -3236568.750000 Penalty: 5058.550781
	Iteration 29Q: 3 clusters Score -3236569 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3236681.500000 Penalty: 5058.550781
	Iteration 30Q: 3 clusters Score -3236682 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3236816.000000 Penalty: 5058.550781
	Iteration 31Q: 3 clusters Score -3236816 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3237004.750000 Penalty: 5058.550781
	Iteration 32Q: 3 clusters Score -3237005 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3237209.500000 Penalty: 5058.550781
	Iteration 33Q: 3 clusters Score -3237210 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3237459.750000 Penalty: 5058.550781
	Iteration 34Q: 3 clusters Score -3237460 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3237737.500000 Penalty: 5058.550781
	Iteration 35Q: 3 clusters Score -3237738 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3237994.000000 Penalty: 5058.550781
	Iteration 36Q: 3 clusters Score -3237994 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3238157.250000 Penalty: 5058.550781
	Iteration 37Q: 3 clusters Score -3238157 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3238219.000000 Penalty: 5058.550781
	Iteration 38Q: 3 clusters Score -3238219 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3238267.000000 Penalty: 5058.550781
	Iteration 39Q: 3 clusters Score -3238267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3238289.250000 Penalty: 5058.550781
	Iteration 40F: 3 clusters Score -3238289 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3238312.500000 Penalty: 5058.550781
	Iteration 41Q: 3 clusters Score -3238312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -3238310.000000 Penalty: 5058.550781
	Iteration 42Q: 3 clusters Score -3238310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3238321.500000 Penalty: 5058.550781
	Iteration 43Q: 3 clusters Score -3238322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3238325.000000 Penalty: 5058.550781
	Iteration 44Q: 3 clusters Score -3238325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3238332.750000 Penalty: 5058.550781
	Iteration 45Q: 3 clusters Score -3238333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3238336.500000 Penalty: 5058.550781
	Iteration 46Q: 3 clusters Score -3238336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3238338.000000 Penalty: 5058.550781
	Iteration 47Q: 3 clusters Score -3238338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3238336.750000 Penalty: 5058.550781
	Iteration 48Q: 3 clusters Score -3238337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3238337.500000 Penalty: 5058.550781
	Iteration 49Q: 3 clusters Score -3238338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3238338.250000 Penalty: 5058.550781
	Iteration 50Q: 3 clusters Score -3238338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -3238337.750000 Penalty: 5058.550781
	Iteration 51Q: 3 clusters Score -3238338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3238341.500000 Penalty: 5058.550781
	Iteration 52Q: 3 clusters Score -3238342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3238341.000000 Penalty: 5058.550781
	Iteration 53Q: 3 clusters Score -3238341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3238341.000000 Penalty: 5058.550781
	Iteration 54F: 3 clusters Score -3238341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Entering Unmasked Estep 
Score: -931127.062500 Penalty: 2269.977539
	Iteration 0F: 2 clusters Score -931127.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -923925.375000 Penalty: 4539.955078
	Iteration 0F: 3 clusters Score -923925.4 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -926422.500000 Penalty: 4539.955078
	Iteration 1F: 3 clusters Score -926422.5 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -926961.562500 Penalty: 4539.955078
	Iteration 2F: 3 clusters Score -926961.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -927367.625000 Penalty: 4539.955078
	Iteration 3F: 3 clusters Score -927367.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -927722.937500 Penalty: 4539.955078
	Iteration 4F: 3 clusters Score -927722.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -928025.125000 Penalty: 4539.955078
	Iteration 5F: 3 clusters Score -928025.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -928255.062500 Penalty: 4539.955078
	Iteration 6Q: 3 clusters Score -928255.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -928415.062500 Penalty: 4539.955078
	Iteration 7Q: 3 clusters Score -928415.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -928545.500000 Penalty: 4539.955078
	Iteration 8Q: 3 clusters Score -928545.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -928648.750000 Penalty: 4539.955078
	Iteration 9Q: 3 clusters Score -928648.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -928722.250000 Penalty: 4539.955078
	Iteration 10Q: 3 clusters Score -928722.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -928778.062500 Penalty: 4539.955078
	Iteration 11Q: 3 clusters Score -928778.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -928827.875000 Penalty: 4539.955078
	Iteration 12Q: 3 clusters Score -928827.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -928865.687500 Penalty: 4539.955078
	Iteration 13Q: 3 clusters Score -928865.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -928890.125000 Penalty: 4539.955078
	Iteration 14Q: 3 clusters Score -928890.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -928908.937500 Penalty: 4539.955078
	Iteration 15Q: 3 clusters Score -928908.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -928924.062500 Penalty: 4539.955078
	Iteration 16Q: 3 clusters Score -928924.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -928933.937500 Penalty: 4539.955078
	Iteration 17Q: 3 clusters Score -928933.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -928944.687500 Penalty: 4539.955078
	Iteration 18Q: 3 clusters Score -928944.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -928954.375000 Penalty: 4539.955078
	Iteration 19Q: 3 clusters Score -928954.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -928961.812500 Penalty: 4539.955078
	Iteration 20F: 3 clusters Score -928961.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -928971.875000 Penalty: 4539.955078
	Iteration 21Q: 3 clusters Score -928971.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -928984.687500 Penalty: 4539.955078
	Iteration 22Q: 3 clusters Score -928984.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -928996.312500 Penalty: 4539.955078
	Iteration 23Q: 3 clusters Score -928996.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -929009.937500 Penalty: 4539.955078
	Iteration 24Q: 3 clusters Score -929009.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -929012.500000 Penalty: 4539.955078
	Iteration 25Q: 3 clusters Score -929012.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -929019.500000 Penalty: 4539.955078
	Iteration 26Q: 3 clusters Score -929019.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -929026.875000 Penalty: 4539.955078
	Iteration 27Q: 3 clusters Score -929026.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -929031.937500 Penalty: 4539.955078
	Iteration 28Q: 3 clusters Score -929031.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -929036.687500 Penalty: 4539.955078
	Iteration 29Q: 3 clusters Score -929036.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -929043.562500 Penalty: 4539.955078
	Iteration 30Q: 3 clusters Score -929043.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -929050.875000 Penalty: 4539.955078
	Iteration 31Q: 3 clusters Score -929050.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -929053.125000 Penalty: 4539.955078
	Iteration 32Q: 3 clusters Score -929053.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -929056.875000 Penalty: 4539.955078
	Iteration 33Q: 3 clusters Score -929056.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -929061.125000 Penalty: 4539.955078
	Iteration 34Q: 3 clusters Score -929061.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -929062.687500 Penalty: 4539.955078
	Iteration 35Q: 3 clusters Score -929062.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -929066.437500 Penalty: 4539.955078
	Iteration 36Q: 3 clusters Score -929066.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -929069.312500 Penalty: 4539.955078
	Iteration 37Q: 3 clusters Score -929069.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -929068.812500 Penalty: 4539.955078
	Iteration 38Q: 3 clusters Score -929068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -929069.062500 Penalty: 4539.955078
	Iteration 39Q: 3 clusters Score -929069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -929069.250000 Penalty: 4539.955078
	Iteration 40F: 3 clusters Score -929069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -929069.375000 Penalty: 4539.955078
	Iteration 41Q: 3 clusters Score -929069.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -929068.312500 Penalty: 4539.955078
	Iteration 42Q: 3 clusters Score -929068.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -929068.312500 Penalty: 4539.955078
	Iteration 43F: 3 clusters Score -929068.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Entering Unmasked Estep 
Score: -2085319.250000 Penalty: 2425.107910
	Iteration 0F: 2 clusters Score -2085319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2072799.375000 Penalty: 4850.215820
	Iteration 0F: 3 clusters Score -2072799 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2076724.000000 Penalty: 4850.215820
	Iteration 1F: 3 clusters Score -2076724 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2077198.875000 Penalty: 4850.215820
	Iteration 2F: 3 clusters Score -2077199 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2077681.750000 Penalty: 4850.215820
	Iteration 3F: 3 clusters Score -2077682 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2078240.375000 Penalty: 4850.215820
	Iteration 4F: 3 clusters Score -2078240 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2078837.375000 Penalty: 4850.215820
	Iteration 5F: 3 clusters Score -2078837 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2079532.750000 Penalty: 4850.215820
	Iteration 6F: 3 clusters Score -2079533 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2080281.000000 Penalty: 4850.215820
	Iteration 7F: 3 clusters Score -2080281 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2081001.750000 Penalty: 4850.215820
	Iteration 8F: 3 clusters Score -2081002 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2081654.625000 Penalty: 4850.215820
	Iteration 9F: 3 clusters Score -2081655 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2082209.250000 Penalty: 4850.215820
	Iteration 10Q: 3 clusters Score -2082209 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2082733 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2083121 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2083385.125000 Penalty: 4850.215820
	Iteration 13Q: 3 clusters Score -2083385 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2083548.250000 Penalty: 4850.215820
	Iteration 14Q: 3 clusters Score -2083548 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2083632.125000 Penalty: 4850.215820
	Iteration 15Q: 3 clusters Score -2083632 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2083709.750000 Penalty: 4850.215820
	Iteration 16Q: 3 clusters Score -2083710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2083754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2083780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2083810.375000 Penalty: 4850.215820
	Iteration 19Q: 3 clusters Score -2083810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -2083822.375000 Penalty: 4850.215820
	Iteration 20F: 3 clusters Score -2083822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2083830.125000 Penalty: 4850.215820
	Iteration 21Q: 3 clusters Score -2083830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2083838.375000 Penalty: 4850.215820
	Iteration 22Q: 3 clusters Score -2083838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2083845.750000 Penalty: 4850.215820
	Iteration 23Q: 3 clusters Score -2083846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2083857.750000 Penalty: 4850.215820
	Iteration 24Q: 3 clusters Score -2083858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2083862.375000 Penalty: 4850.215820
	Iteration 25Q: 3 clusters Score -2083862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2083871.625000 Penalty: 4850.215820
	Iteration 26Q: 3 clusters Score -2083872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2083881.250000 Penalty: 4850.215820
	Iteration 27Q: 3 clusters Score -2083881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2083887 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2083896.625000 Penalty: 4850.215820
	Iteration 29Q: 3 clusters Score -2083897 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2083898.875000 Penalty: 4850.215820
	Iteration 30Q: 3 clusters Score -2083899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2083904.375000 Penalty: 4850.215820
	Iteration 31Q: 3 clusters Score -2083904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2083910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2083911.375000 Penalty: 4850.215820
	Iteration 33Q: 3 clusters Score -2083911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2083918.500000 Penalty: 4850.215820
	Iteration 34Q: 3 clusters Score -2083918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2083927.000000 Penalty: 4850.215820
	Iteration 35Q: 3 clusters Score -2083927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2083932.125000 Penalty: 4850.215820
	Iteration 36Q: 3 clusters Score -2083932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2083928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2083933.250000 Penalty: 4850.215820
	Iteration 38Q: 3 clusters Score -2083933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2083936.000000 Penalty: 4850.215820
	Iteration 39Q: 3 clusters Score -2083936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2083943.500000 Penalty: 4850.215820
	Iteration 40F: 3 clusters Score -2083944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2083941.750000 Penalty: 4850.215820
	Iteration 41Q: 3 clusters Score -2083942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2083947.625000 Penalty: 4850.215820
	Iteration 42Q: 3 clusters Score -2083948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2083950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2083951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2083953.000000 Penalty: 4850.215820
	Iteration 45Q: 3 clusters Score -2083953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2083953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2083960.125000 Penalty: 4850.215820
	Iteration 47Q: 3 clusters Score -2083960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2083960.250000 Penalty: 4850.215820
	Iteration 48Q: 3 clusters Score -2083960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2083963.750000 Penalty: 4850.215820
	Iteration 49Q: 3 clusters Score -2083964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2083971.375000 Penalty: 4850.215820
	Iteration 50Q: 3 clusters Score -2083971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2083977.125000 Penalty: 4850.215820
	Iteration 51Q: 3 clusters Score -2083977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2083969.750000 Penalty: 4850.215820
	Iteration 52Q: 3 clusters Score -2083970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2083986.125000 Penalty: 4850.215820
	Iteration 53Q: 3 clusters Score -2083986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2083988.375000 Penalty: 4850.215820
	Iteration 54Q: 3 clusters Score -2083988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2083991.375000 Penalty: 4850.215820
	Iteration 55Q: 3 clusters Score -2083991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2083996.875000 Penalty: 4850.215820
	Iteration 56Q: 3 clusters Score -2083997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2083998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2083999.875000 Penalty: 4850.215820
	Iteration 58Q: 3 clusters Score -2084000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2084004.375000 Penalty: 4850.215820
	Iteration 59Q: 3 clusters Score -2084004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2084004.750000 Penalty: 4850.215820
	Iteration 60F: 3 clusters Score -2084005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2084008.125000 Penalty: 4850.215820
	Iteration 61Q: 3 clusters Score -2084008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2084010.500000 Penalty: 4850.215820
	Iteration 62Q: 3 clusters Score -2084010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2084016.625000 Penalty: 4850.215820
	Iteration 63Q: 3 clusters Score -2084017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2084014.125000 Penalty: 4850.215820
	Iteration 64Q: 3 clusters Score -2084014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2084022.125000 Penalty: 4850.215820
	Iteration 65Q: 3 clusters Score -2084022 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2084024.125000 Penalty: 4850.215820
	Iteration 66Q: 3 clusters Score -2084024 nChanged 20
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Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2084028.875000 Penalty: 4850.215820
	Iteration 67Q: 3 clusters Score -2084029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2084023.000000 Penalty: 4850.215820
	Iteration 68Q: 3 clusters Score -2084023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2084026.375000 Penalty: 4850.215820
	Iteration 69Q: 3 clusters Score -2084026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2084033.375000 Penalty: 4850.215820
	Iteration 70Q: 3 clusters Score -2084033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2084038.500000 Penalty: 4850.215820
	Iteration 71Q: 3 clusters Score -2084038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2084039.250000 Penalty: 4850.215820
	Iteration 72Q: 3 clusters Score -2084039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2084042.375000 Penalty: 4850.215820
	Iteration 73Q: 3 clusters Score -2084042 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2084039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2084038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2084037.375000 Penalty: 4850.215820
	Iteration 76Q: 3 clusters Score -2084037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2084040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2084046.125000 Penalty: 4850.215820
	Iteration 78Q: 3 clusters Score -2084046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2084048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2084054.500000 Penalty: 4850.215820
	Iteration 80F: 3 clusters Score -2084054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2084055.125000 Penalty: 4850.215820
	Iteration 81Q: 3 clusters Score -2084055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2084056.500000 Penalty: 4850.215820
	Iteration 82Q: 3 clusters Score -2084056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2084063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2084072.875000 Penalty: 4850.215820
	Iteration 84Q: 3 clusters Score -2084073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2084072 nChanged 29
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Mstep: Class 1 contains 13331 members 
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Entering Unmasked Estep 
Score: -2084074.500000 Penalty: 4850.215820
	Iteration 86Q: 3 clusters Score -2084074 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2084077 nChanged 25
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Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2084085 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2084084.000000 Penalty: 4850.215820
	Iteration 89Q: 3 clusters Score -2084084 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2084091.625000 Penalty: 4850.215820
	Iteration 90Q: 3 clusters Score -2084092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2084096.625000 Penalty: 4850.215820
	Iteration 91Q: 3 clusters Score -2084097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2084092 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2084095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2084098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2084099 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2084102.000000 Penalty: 4850.215820
	Iteration 96Q: 3 clusters Score -2084102 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2084097 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2084099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2084105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2084105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2084122.375000 Penalty: 4850.215820
	Iteration 101Q: 3 clusters Score -2084122 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13632 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2084122 nChanged 29
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Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2084126 nChanged 20
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Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2084134 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2084136 nChanged 13
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Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2084136 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2084141 nChanged 19
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Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2084143 nChanged 13
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Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 3840 members 
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	Iteration 111Q: 3 clusters Score -2084149 nChanged 16
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Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 3824 members 
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	Iteration 112Q: 3 clusters Score -2084149 nChanged 21
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Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 3803 members 
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	Iteration 113Q: 3 clusters Score -2084146 nChanged 22
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Mstep: Class 1 contains 13872 members 
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	Iteration 114Q: 3 clusters Score -2084153 nChanged 16
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Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2084155 nChanged 14
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Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2084153 nChanged 11
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Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2084158 nChanged 11
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Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2084162 nChanged 11
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Mstep: Class 1 contains 13929 members 
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	Iteration 119Q: 3 clusters Score -2084168 nChanged 11
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Mstep: Class 1 contains 13940 members 
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	Iteration 120F: 3 clusters Score -2084171 nChanged 7
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Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 3706 members 
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	Iteration 121Q: 3 clusters Score -2084164 nChanged 6
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Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 3700 members 
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	Iteration 122Q: 3 clusters Score -2084168 nChanged 5
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Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2084168 nChanged 10
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Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 3685 members 
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	Iteration 124Q: 3 clusters Score -2084175 nChanged 15
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Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 3670 members 
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	Iteration 125Q: 3 clusters Score -2084174 nChanged 20
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Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3650 members 
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	Iteration 126Q: 3 clusters Score -2084180 nChanged 26
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Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3630 members 
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	Iteration 127Q: 3 clusters Score -2084178 nChanged 31
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	Iteration 128Q: 3 clusters Score -2084185 nChanged 24
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Mstep: Class 1 contains 14078 members 
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	Iteration 129Q: 3 clusters Score -2084187 nChanged 19
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Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 3556 members 
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	Iteration 130Q: 3 clusters Score -2084189 nChanged 26
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Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 3530 members 
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	Iteration 131Q: 3 clusters Score -2084194 nChanged 34
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Mstep: Class 1 contains 14155 members 
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	Iteration 132Q: 3 clusters Score -2084204 nChanged 38
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Mstep: Class 1 contains 14189 members 
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	Iteration 133Q: 3 clusters Score -2084209 nChanged 26
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Mstep: Class 1 contains 14213 members 
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	Iteration 134Q: 3 clusters Score -2084216 nChanged 21
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Mstep: Class 1 contains 14234 members 
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	Iteration 135Q: 3 clusters Score -2084217 nChanged 15
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Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 3404 members 
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	Iteration 136Q: 3 clusters Score -2084221 nChanged 17
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Mstep: Class 1 contains 14266 members 
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	Iteration 137Q: 3 clusters Score -2084223 nChanged 13
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Mstep: Class 1 contains 14279 members 
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	Iteration 138Q: 3 clusters Score -2084223 nChanged 13
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Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 3361 members 
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	Iteration 139Q: 3 clusters Score -2084223 nChanged 11
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Mstep: Class 1 contains 14303 members 
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	Iteration 140F: 3 clusters Score -2084226 nChanged 7
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Mstep: Class 1 contains 14310 members 
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	Iteration 141Q: 3 clusters Score -2084225 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 3337 members 
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	Iteration 142Q: 3 clusters Score -2084226 nChanged 3
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Mstep: Class 1 contains 14319 members 
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	Iteration 143Q: 3 clusters Score -2084226 nChanged 3
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Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 3331 members 
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	Iteration 144Q: 3 clusters Score -2084228 nChanged 13
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Mstep: Class 1 contains 14335 members 
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	Iteration 145Q: 3 clusters Score -2084230 nChanged 14
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Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 3304 members 
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	Iteration 146Q: 3 clusters Score -2084231 nChanged 15
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Mstep: Class 1 contains 14364 members 
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	Iteration 147Q: 3 clusters Score -2084237 nChanged 10
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Mstep: Class 1 contains 14374 members 
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	Iteration 148Q: 3 clusters Score -2084239 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
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	Iteration 149Q: 3 clusters Score -2084244 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
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	Iteration 150Q: 3 clusters Score -2084244 nChanged 4
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Mstep: Class 1 contains 14390 members 
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	Iteration 151Q: 3 clusters Score -2084246 nChanged 11
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Mstep: Class 1 contains 14401 members 
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	Iteration 152Q: 3 clusters Score -2084245 nChanged 12
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Mstep: Class 1 contains 14413 members 
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	Iteration 153Q: 3 clusters Score -2084250 nChanged 10
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Mstep: Class 1 contains 14423 members 
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	Iteration 154Q: 3 clusters Score -2084256 nChanged 9
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Mstep: Class 1 contains 14432 members 
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	Iteration 155Q: 3 clusters Score -2084253 nChanged 8
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Mstep: Class 1 contains 14438 members 
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	Iteration 156Q: 3 clusters Score -2084249 nChanged 9
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Mstep: Class 1 contains 14447 members 
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	Iteration 157Q: 3 clusters Score -2084254 nChanged 11
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Mstep: Class 1 contains 14458 members 
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	Iteration 158Q: 3 clusters Score -2084258 nChanged 9
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Mstep: Class 1 contains 14467 members 
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	Iteration 159Q: 3 clusters Score -2084261 nChanged 10
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Mstep: Class 1 contains 14473 members 
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	Iteration 160F: 3 clusters Score -2084263 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14481 members 
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	Iteration 161Q: 3 clusters Score -2084263 nChanged 6
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Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 3166 members 
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	Iteration 162Q: 3 clusters Score -2084262 nChanged 9
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Mstep: Class 1 contains 14496 members 
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	Iteration 163Q: 3 clusters Score -2084262 nChanged 9
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Mstep: Class 1 contains 14503 members 
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	Iteration 164Q: 3 clusters Score -2084267 nChanged 13
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Mstep: Class 1 contains 14514 members 
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	Iteration 165Q: 3 clusters Score -2084267 nChanged 12
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Mstep: Class 1 contains 14524 members 
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	Iteration 166Q: 3 clusters Score -2084270 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14536 members 
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	Iteration 167Q: 3 clusters Score -2084272 nChanged 12
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Mstep: Class 1 contains 14548 members 
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	Iteration 168Q: 3 clusters Score -2084273 nChanged 11
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Mstep: Class 1 contains 14559 members 
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	Iteration 169Q: 3 clusters Score -2084275 nChanged 10
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Mstep: Class 1 contains 14569 members 
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	Iteration 170Q: 3 clusters Score -2084282 nChanged 7
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Mstep: Class 1 contains 14576 members 
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	Iteration 171Q: 3 clusters Score -2084282 nChanged 6
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	Iteration 172Q: 3 clusters Score -2084285 nChanged 9
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Mstep: Class 1 contains 14591 members 
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	Iteration 173Q: 3 clusters Score -2084286 nChanged 9
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Mstep: Class 2 contains 3055 members 
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	Iteration 174Q: 3 clusters Score -2084286 nChanged 8
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Mstep: Class 1 contains 14606 members 
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	Iteration 175Q: 3 clusters Score -2084289 nChanged 8
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	Iteration 176Q: 3 clusters Score -2084289 nChanged 7
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	Iteration 177Q: 3 clusters Score -2084289 nChanged 13
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	Iteration 178Q: 3 clusters Score -2084281 nChanged 14
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Mstep: Class 1 contains 14648 members 
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	Iteration 179Q: 3 clusters Score -2084282 nChanged 17
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Mstep: Class 1 contains 14663 members 
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	Iteration 180F: 3 clusters Score -2084286 nChanged 20
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Mstep: Class 1 contains 14681 members 
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	Iteration 181Q: 3 clusters Score -2084287 nChanged 14
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	Iteration 182Q: 3 clusters Score -2084291 nChanged 19
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	Iteration 183Q: 3 clusters Score -2084297 nChanged 22
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	Iteration 184Q: 3 clusters Score -2084304 nChanged 26
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	Iteration 185Q: 3 clusters Score -2084314 nChanged 21
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	Iteration 186Q: 3 clusters Score -2084314 nChanged 23
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	Iteration 187Q: 3 clusters Score -2084322 nChanged 16
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	Iteration 188Q: 3 clusters Score -2084326 nChanged 21
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	Iteration 189Q: 3 clusters Score -2084329 nChanged 15
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	Iteration 190Q: 3 clusters Score -2084337 nChanged 20
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	Iteration 191Q: 3 clusters Score -2084344 nChanged 15
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	Iteration 192Q: 3 clusters Score -2084347 nChanged 16
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	Iteration 193Q: 3 clusters Score -2084348 nChanged 16
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2084348 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2084350.250000 Penalty: 4850.215820
	Iteration 195Q: 3 clusters Score -2084350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2084355.125000 Penalty: 4850.215820
	Iteration 196Q: 3 clusters Score -2084355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2084362.625000 Penalty: 4850.215820
	Iteration 197Q: 3 clusters Score -2084363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2084370.125000 Penalty: 4850.215820
	Iteration 198Q: 3 clusters Score -2084370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2084373.000000 Penalty: 4850.215820
	Iteration 199Q: 3 clusters Score -2084373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2084370.250000 Penalty: 4850.215820
	Iteration 200F: 3 clusters Score -2084370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2084372.375000 Penalty: 4850.215820
	Iteration 201Q: 3 clusters Score -2084372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2084379.625000 Penalty: 4850.215820
	Iteration 202Q: 3 clusters Score -2084380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2084390.625000 Penalty: 4850.215820
	Iteration 203Q: 3 clusters Score -2084391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2084387.125000 Penalty: 4850.215820
	Iteration 204Q: 3 clusters Score -2084387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2084388.375000 Penalty: 4850.215820
	Iteration 205Q: 3 clusters Score -2084388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2084390.000000 Penalty: 4850.215820
	Iteration 206Q: 3 clusters Score -2084390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2084393.875000 Penalty: 4850.215820
	Iteration 207Q: 3 clusters Score -2084394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2084392.750000 Penalty: 4850.215820
	Iteration 208Q: 3 clusters Score -2084393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2084395.125000 Penalty: 4850.215820
	Iteration 209Q: 3 clusters Score -2084395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2084397.875000 Penalty: 4850.215820
	Iteration 210Q: 3 clusters Score -2084398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2084394.500000 Penalty: 4850.215820
	Iteration 211Q: 3 clusters Score -2084394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2084394.625000 Penalty: 4850.215820
	Iteration 212Q: 3 clusters Score -2084395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2084397.375000 Penalty: 4850.215820
	Iteration 213Q: 3 clusters Score -2084397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2084397.750000 Penalty: 4850.215820
	Iteration 214Q: 3 clusters Score -2084398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2084396.250000 Penalty: 4850.215820
	Iteration 215Q: 3 clusters Score -2084396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2084396.875000 Penalty: 4850.215820
	Iteration 216Q: 3 clusters Score -2084397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2084393.750000 Penalty: 4850.215820
	Iteration 217Q: 3 clusters Score -2084394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2084396.000000 Penalty: 4850.215820
	Iteration 218Q: 3 clusters Score -2084396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2084394.500000 Penalty: 4850.215820
	Iteration 219Q: 3 clusters Score -2084394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2084393.625000 Penalty: 4850.215820
	Iteration 220F: 3 clusters Score -2084394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Entering Unmasked Estep 
Score: -1212879.375000 Penalty: 2315.875000
	Iteration 0F: 2 clusters Score -1212879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1204304.875000 Penalty: 4631.750000
	Iteration 0F: 3 clusters Score -1204305 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1207134.250000 Penalty: 4631.750000
	Iteration 1F: 3 clusters Score -1207134 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1207711.125000 Penalty: 4631.750000
	Iteration 2F: 3 clusters Score -1207711 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1208260.000000 Penalty: 4631.750000
	Iteration 3F: 3 clusters Score -1208260 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1208777.625000 Penalty: 4631.750000
	Iteration 4F: 3 clusters Score -1208778 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1209296.250000 Penalty: 4631.750000
	Iteration 5F: 3 clusters Score -1209296 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1209689.250000 Penalty: 4631.750000
	Iteration 6F: 3 clusters Score -1209689 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1209969.500000 Penalty: 4631.750000
	Iteration 7Q: 3 clusters Score -1209970 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1210216.750000 Penalty: 4631.750000
	Iteration 8Q: 3 clusters Score -1210217 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1210401.125000 Penalty: 4631.750000
	Iteration 9Q: 3 clusters Score -1210401 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1210560.625000 Penalty: 4631.750000
	Iteration 10Q: 3 clusters Score -1210561 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1210692.375000 Penalty: 4631.750000
	Iteration 11Q: 3 clusters Score -1210692 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1210798.750000 Penalty: 4631.750000
	Iteration 12Q: 3 clusters Score -1210799 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1210884.875000 Penalty: 4631.750000
	Iteration 13Q: 3 clusters Score -1210885 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1210968.500000 Penalty: 4631.750000
	Iteration 14Q: 3 clusters Score -1210968 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1211024.750000 Penalty: 4631.750000
	Iteration 15Q: 3 clusters Score -1211025 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1211059.000000 Penalty: 4631.750000
	Iteration 16Q: 3 clusters Score -1211059 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1211081.875000 Penalty: 4631.750000
	Iteration 17Q: 3 clusters Score -1211082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1211102.375000 Penalty: 4631.750000
	Iteration 18Q: 3 clusters Score -1211102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1211121.875000 Penalty: 4631.750000
	Iteration 19Q: 3 clusters Score -1211122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1211137.000000 Penalty: 4631.750000
	Iteration 20F: 3 clusters Score -1211137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1211155.375000 Penalty: 4631.750000
	Iteration 21Q: 3 clusters Score -1211155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1211165.375000 Penalty: 4631.750000
	Iteration 22Q: 3 clusters Score -1211165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1211181.750000 Penalty: 4631.750000
	Iteration 23Q: 3 clusters Score -1211182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1211199.500000 Penalty: 4631.750000
	Iteration 24Q: 3 clusters Score -1211200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1211217.625000 Penalty: 4631.750000
	Iteration 25Q: 3 clusters Score -1211218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1211226.500000 Penalty: 4631.750000
	Iteration 26Q: 3 clusters Score -1211226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1211241.500000 Penalty: 4631.750000
	Iteration 27Q: 3 clusters Score -1211242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1211257.375000 Penalty: 4631.750000
	Iteration 28Q: 3 clusters Score -1211257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1211265.750000 Penalty: 4631.750000
	Iteration 29Q: 3 clusters Score -1211266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1211277.250000 Penalty: 4631.750000
	Iteration 30Q: 3 clusters Score -1211277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1211289.750000 Penalty: 4631.750000
	Iteration 31Q: 3 clusters Score -1211290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1211302.250000 Penalty: 4631.750000
	Iteration 32Q: 3 clusters Score -1211302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1211305.250000 Penalty: 4631.750000
	Iteration 33Q: 3 clusters Score -1211305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1211319.750000 Penalty: 4631.750000
	Iteration 34Q: 3 clusters Score -1211320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1211336.375000 Penalty: 4631.750000
	Iteration 35Q: 3 clusters Score -1211336 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1211348.625000 Penalty: 4631.750000
	Iteration 36Q: 3 clusters Score -1211349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1211363.750000 Penalty: 4631.750000
	Iteration 37Q: 3 clusters Score -1211364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1211372.625000 Penalty: 4631.750000
	Iteration 38Q: 3 clusters Score -1211373 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1211380.750000 Penalty: 4631.750000
	Iteration 39Q: 3 clusters Score -1211381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1211389.875000 Penalty: 4631.750000
	Iteration 40F: 3 clusters Score -1211390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1211394.875000 Penalty: 4631.750000
	Iteration 41Q: 3 clusters Score -1211395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1211398.625000 Penalty: 4631.750000
	Iteration 42Q: 3 clusters Score -1211399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1211400.000000 Penalty: 4631.750000
	Iteration 43Q: 3 clusters Score -1211400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1211405.125000 Penalty: 4631.750000
	Iteration 44Q: 3 clusters Score -1211405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1211407.875000 Penalty: 4631.750000
	Iteration 45Q: 3 clusters Score -1211408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1211414.625000 Penalty: 4631.750000
	Iteration 46Q: 3 clusters Score -1211415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1211418.875000 Penalty: 4631.750000
	Iteration 47Q: 3 clusters Score -1211419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1211423.000000 Penalty: 4631.750000
	Iteration 48Q: 3 clusters Score -1211423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1211429.375000 Penalty: 4631.750000
	Iteration 49Q: 3 clusters Score -1211429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1211433.750000 Penalty: 4631.750000
	Iteration 50Q: 3 clusters Score -1211434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1211436.125000 Penalty: 4631.750000
	Iteration 51Q: 3 clusters Score -1211436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1211443.250000 Penalty: 4631.750000
	Iteration 52Q: 3 clusters Score -1211443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1211448.125000 Penalty: 4631.750000
	Iteration 53Q: 3 clusters Score -1211448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1211446.125000 Penalty: 4631.750000
	Iteration 54Q: 3 clusters Score -1211446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1211450.500000 Penalty: 4631.750000
	Iteration 55Q: 3 clusters Score -1211450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1211455.500000 Penalty: 4631.750000
	Iteration 56Q: 3 clusters Score -1211456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1211458.375000 Penalty: 4631.750000
	Iteration 57Q: 3 clusters Score -1211458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1211460.750000 Penalty: 4631.750000
	Iteration 58Q: 3 clusters Score -1211461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1211461.875000 Penalty: 4631.750000
	Iteration 59Q: 3 clusters Score -1211462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1211462.375000 Penalty: 4631.750000
	Iteration 60F: 3 clusters Score -1211462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1211462.625000 Penalty: 4631.750000
	Iteration 61Q: 3 clusters Score -1211463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1211464.125000 Penalty: 4631.750000
	Iteration 62Q: 3 clusters Score -1211464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1211467.875000 Penalty: 4631.750000
	Iteration 63Q: 3 clusters Score -1211468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1211471.500000 Penalty: 4631.750000
	Iteration 64Q: 3 clusters Score -1211472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1211471.625000 Penalty: 4631.750000
	Iteration 65Q: 3 clusters Score -1211472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1211478.250000 Penalty: 4631.750000
	Iteration 66Q: 3 clusters Score -1211478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1211479.000000 Penalty: 4631.750000
	Iteration 67Q: 3 clusters Score -1211479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1211481.375000 Penalty: 4631.750000
	Iteration 68Q: 3 clusters Score -1211481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1211488.000000 Penalty: 4631.750000
	Iteration 69Q: 3 clusters Score -1211488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1211488.000000 Penalty: 4631.750000
	Iteration 70Q: 3 clusters Score -1211488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1211494.375000 Penalty: 4631.750000
	Iteration 71Q: 3 clusters Score -1211494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1211499.875000 Penalty: 4631.750000
	Iteration 72Q: 3 clusters Score -1211500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1211504.625000 Penalty: 4631.750000
	Iteration 73Q: 3 clusters Score -1211505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1211507.375000 Penalty: 4631.750000
	Iteration 74Q: 3 clusters Score -1211507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1211511.750000 Penalty: 4631.750000
	Iteration 75Q: 3 clusters Score -1211512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1211510.500000 Penalty: 4631.750000
	Iteration 76Q: 3 clusters Score -1211510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1211512.750000 Penalty: 4631.750000
	Iteration 77Q: 3 clusters Score -1211513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1211516.125000 Penalty: 4631.750000
	Iteration 78Q: 3 clusters Score -1211516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1211518.500000 Penalty: 4631.750000
	Iteration 79Q: 3 clusters Score -1211518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1211521.500000 Penalty: 4631.750000
	Iteration 80F: 3 clusters Score -1211522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1211520.000000 Penalty: 4631.750000
	Iteration 81Q: 3 clusters Score -1211520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1211522.875000 Penalty: 4631.750000
	Iteration 82Q: 3 clusters Score -1211523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1211519.750000 Penalty: 4631.750000
	Iteration 83Q: 3 clusters Score -1211520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1211518.750000 Penalty: 4631.750000
	Iteration 84Q: 3 clusters Score -1211519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1211525.125000 Penalty: 4631.750000
	Iteration 85Q: 3 clusters Score -1211525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1211524.500000 Penalty: 4631.750000
	Iteration 86Q: 3 clusters Score -1211524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1211527.125000 Penalty: 4631.750000
	Iteration 87Q: 3 clusters Score -1211527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1211523.375000 Penalty: 4631.750000
	Iteration 88Q: 3 clusters Score -1211523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1211525.125000 Penalty: 4631.750000
	Iteration 89Q: 3 clusters Score -1211525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1211526.875000 Penalty: 4631.750000
	Iteration 90Q: 3 clusters Score -1211527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1211530.125000 Penalty: 4631.750000
	Iteration 91Q: 3 clusters Score -1211530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1211532.000000 Penalty: 4631.750000
	Iteration 92Q: 3 clusters Score -1211532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1211531.625000 Penalty: 4631.750000
	Iteration 93Q: 3 clusters Score -1211532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1211533.625000 Penalty: 4631.750000
	Iteration 94Q: 3 clusters Score -1211534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1211538.875000 Penalty: 4631.750000
	Iteration 95Q: 3 clusters Score -1211539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1211536.875000 Penalty: 4631.750000
	Iteration 96Q: 3 clusters Score -1211537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1211542.000000 Penalty: 4631.750000
	Iteration 97Q: 3 clusters Score -1211542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1211546.125000 Penalty: 4631.750000
	Iteration 98Q: 3 clusters Score -1211546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1211549.500000 Penalty: 4631.750000
	Iteration 99Q: 3 clusters Score -1211550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1211552.000000 Penalty: 4631.750000
	Iteration 100F: 3 clusters Score -1211552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1211554.125000 Penalty: 4631.750000
	Iteration 101Q: 3 clusters Score -1211554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1211553.625000 Penalty: 4631.750000
	Iteration 102Q: 3 clusters Score -1211554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1211554.750000 Penalty: 4631.750000
	Iteration 103Q: 3 clusters Score -1211555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1211558.250000 Penalty: 4631.750000
	Iteration 104Q: 3 clusters Score -1211558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1211558.625000 Penalty: 4631.750000
	Iteration 105Q: 3 clusters Score -1211559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1211557.375000 Penalty: 4631.750000
	Iteration 106Q: 3 clusters Score -1211557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1211558.625000 Penalty: 4631.750000
	Iteration 107Q: 3 clusters Score -1211559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1211557.375000 Penalty: 4631.750000
	Iteration 108Q: 3 clusters Score -1211557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1211561.375000 Penalty: 4631.750000
	Iteration 109Q: 3 clusters Score -1211561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1211561.750000 Penalty: 4631.750000
	Iteration 110Q: 3 clusters Score -1211562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1211563.125000 Penalty: 4631.750000
	Iteration 111Q: 3 clusters Score -1211563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1211570.500000 Penalty: 4631.750000
	Iteration 112Q: 3 clusters Score -1211570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1211574.750000 Penalty: 4631.750000
	Iteration 113Q: 3 clusters Score -1211575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1211576.875000 Penalty: 4631.750000
	Iteration 114Q: 3 clusters Score -1211577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1211580.250000 Penalty: 4631.750000
	Iteration 115Q: 3 clusters Score -1211580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1211583.500000 Penalty: 4631.750000
	Iteration 116Q: 3 clusters Score -1211584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1211585.375000 Penalty: 4631.750000
	Iteration 117Q: 3 clusters Score -1211585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1211587.125000 Penalty: 4631.750000
	Iteration 118Q: 3 clusters Score -1211587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1211587.750000 Penalty: 4631.750000
	Iteration 119Q: 3 clusters Score -1211588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1211587.875000 Penalty: 4631.750000
	Iteration 120F: 3 clusters Score -1211588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1211591.625000 Penalty: 4631.750000
	Iteration 121Q: 3 clusters Score -1211592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1211590.750000 Penalty: 4631.750000
	Iteration 122Q: 3 clusters Score -1211591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1211590.750000 Penalty: 4631.750000
	Iteration 123F: 3 clusters Score -1211591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Entering Unmasked Estep 
Score: -384257.906250 Penalty: 2002.667358
	Iteration 0F: 2 clusters Score -384257.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380826.968750 Penalty: 4005.334717
	Iteration 0F: 3 clusters Score -380827 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -381543.125000 Penalty: 4005.334717
	Iteration 1F: 3 clusters Score -381543.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -381732.906250 Penalty: 4005.334717
	Iteration 2F: 3 clusters Score -381732.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -381832.593750 Penalty: 4005.334717
	Iteration 3F: 3 clusters Score -381832.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -381896.093750 Penalty: 4005.334717
	Iteration 4Q: 3 clusters Score -381896.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -381940.937500 Penalty: 4005.334717
	Iteration 5Q: 3 clusters Score -381940.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -381974.750000 Penalty: 4005.334717
	Iteration 6Q: 3 clusters Score -381974.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -382002.906250 Penalty: 4005.334717
	Iteration 7Q: 3 clusters Score -382002.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -382027.281250 Penalty: 4005.334717
	Iteration 8Q: 3 clusters Score -382027.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -382049.000000 Penalty: 4005.334717
	Iteration 9Q: 3 clusters Score -382049 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -382071.718750 Penalty: 4005.334717
	Iteration 10Q: 3 clusters Score -382071.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -382091.718750 Penalty: 4005.334717
	Iteration 11Q: 3 clusters Score -382091.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -382110.312500 Penalty: 4005.334717
	Iteration 12Q: 3 clusters Score -382110.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -382120.968750 Penalty: 4005.334717
	Iteration 13Q: 3 clusters Score -382121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -382133.437500 Penalty: 4005.334717
	Iteration 14Q: 3 clusters Score -382133.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -382139.125000 Penalty: 4005.334717
	Iteration 15Q: 3 clusters Score -382139.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -382146.218750 Penalty: 4005.334717
	Iteration 16Q: 3 clusters Score -382146.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -382154.062500 Penalty: 4005.334717
	Iteration 17Q: 3 clusters Score -382154.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -382164.875000 Penalty: 4005.334717
	Iteration 18Q: 3 clusters Score -382164.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -382170.250000 Penalty: 4005.334717
	Iteration 19Q: 3 clusters Score -382170.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -382173.812500 Penalty: 4005.334717
	Iteration 20F: 3 clusters Score -382173.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -382177.531250 Penalty: 4005.334717
	Iteration 21Q: 3 clusters Score -382177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -382184.468750 Penalty: 4005.334717
	Iteration 22Q: 3 clusters Score -382184.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -382199.093750 Penalty: 4005.334717
	Iteration 23Q: 3 clusters Score -382199.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -382210.406250 Penalty: 4005.334717
	Iteration 24Q: 3 clusters Score -382210.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -382219.843750 Penalty: 4005.334717
	Iteration 25Q: 3 clusters Score -382219.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -382230.156250 Penalty: 4005.334717
	Iteration 26Q: 3 clusters Score -382230.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -382247.937500 Penalty: 4005.334717
	Iteration 27Q: 3 clusters Score -382247.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -382267.000000 Penalty: 4005.334717
	Iteration 28Q: 3 clusters Score -382267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -382284.875000 Penalty: 4005.334717
	Iteration 29Q: 3 clusters Score -382284.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -382301.031250 Penalty: 4005.334717
	Iteration 30Q: 3 clusters Score -382301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -382315.093750 Penalty: 4005.334717
	Iteration 31Q: 3 clusters Score -382315.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -382324.937500 Penalty: 4005.334717
	Iteration 32Q: 3 clusters Score -382324.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -382336.312500 Penalty: 4005.334717
	Iteration 33Q: 3 clusters Score -382336.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -382346.406250 Penalty: 4005.334717
	Iteration 34Q: 3 clusters Score -382346.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -382354.812500 Penalty: 4005.334717
	Iteration 35Q: 3 clusters Score -382354.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -382359.312500 Penalty: 4005.334717
	Iteration 36Q: 3 clusters Score -382359.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -382363.843750 Penalty: 4005.334717
	Iteration 37Q: 3 clusters Score -382363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -382365.687500 Penalty: 4005.334717
	Iteration 38Q: 3 clusters Score -382365.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -382370.875000 Penalty: 4005.334717
	Iteration 39Q: 3 clusters Score -382370.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -382375.750000 Penalty: 4005.334717
	Iteration 40F: 3 clusters Score -382375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -382378.562500 Penalty: 4005.334717
	Iteration 41Q: 3 clusters Score -382378.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -382381.875000 Penalty: 4005.334717
	Iteration 42Q: 3 clusters Score -382381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -382383.843750 Penalty: 4005.334717
	Iteration 43Q: 3 clusters Score -382383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -382386.437500 Penalty: 4005.334717
	Iteration 44Q: 3 clusters Score -382386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -382386.718750 Penalty: 4005.334717
	Iteration 45Q: 3 clusters Score -382386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -382388.156250 Penalty: 4005.334717
	Iteration 46Q: 3 clusters Score -382388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -382388.562500 Penalty: 4005.334717
	Iteration 47Q: 3 clusters Score -382388.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -382390.593750 Penalty: 4005.334717
	Iteration 48Q: 3 clusters Score -382390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -382390.593750 Penalty: 4005.334717
	Iteration 49F: 3 clusters Score -382390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -182758.890625 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -182758.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180460.796875 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -180460.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180813.984375 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -180814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -180961.531250 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -180961.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -181066.265625 Penalty: 3642.018555
	Iteration 3Q: 3 clusters Score -181066.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -181164.531250 Penalty: 3642.018555
	Iteration 4Q: 3 clusters Score -181164.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -181231.093750 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -181231.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -181284.843750 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -181284.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -181324.406250 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -181324.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -181345.359375 Penalty: 3642.018555
	Iteration 8Q: 3 clusters Score -181345.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -181380.437500 Penalty: 3642.018555
	Iteration 9Q: 3 clusters Score -181380.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -181403.875000 Penalty: 3642.018555
	Iteration 10Q: 3 clusters Score -181403.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -181412.625000 Penalty: 3642.018555
	Iteration 11Q: 3 clusters Score -181412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181421.515625 Penalty: 3642.018555
	Iteration 12Q: 3 clusters Score -181421.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -181430.031250 Penalty: 3642.018555
	Iteration 13Q: 3 clusters Score -181430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181433.921875 Penalty: 3642.018555
	Iteration 14Q: 3 clusters Score -181433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -181436.671875 Penalty: 3642.018555
	Iteration 15Q: 3 clusters Score -181436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -181437.718750 Penalty: 3642.018555
	Iteration 16Q: 3 clusters Score -181437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -181442.843750 Penalty: 3642.018555
	Iteration 17Q: 3 clusters Score -181442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -181445.203125 Penalty: 3642.018555
	Iteration 18Q: 3 clusters Score -181445.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -181445.203125 Penalty: 3642.018555
	Iteration 19F: 3 clusters Score -181445.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -95601.218750 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -95601.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93451.812500 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -93451.81 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -93833.765625 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -93833.77 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -93964.640625 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -93964.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -94045.570312 Penalty: 3553.317627
	Iteration 3Q: 3 clusters Score -94045.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -94106.046875 Penalty: 3553.317627
	Iteration 4Q: 3 clusters Score -94106.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -94182.203125 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -94182.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94242.601562 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -94242.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -94302.312500 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -94302.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -94333.875000 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -94333.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -94355.671875 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -94355.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -94382.585938 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -94382.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -94400.304688 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -94400.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -94415.398438 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -94415.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94431.906250 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -94431.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -94444.250000 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -94444.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -94470.382812 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -94470.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -94489.804688 Penalty: 3553.317627
	Iteration 16Q: 3 clusters Score -94489.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -94501.257812 Penalty: 3553.317627
	Iteration 17Q: 3 clusters Score -94501.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -94507.960938 Penalty: 3553.317627
	Iteration 18Q: 3 clusters Score -94507.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -94513.000000 Penalty: 3553.317627
	Iteration 19Q: 3 clusters Score -94513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -94515.117188 Penalty: 3553.317627
	Iteration 20F: 3 clusters Score -94515.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -94522.734375 Penalty: 3553.317627
	Iteration 21Q: 3 clusters Score -94522.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -94527.062500 Penalty: 3553.317627
	Iteration 22Q: 3 clusters Score -94527.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -94531.664062 Penalty: 3553.317627
	Iteration 23Q: 3 clusters Score -94531.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -94536.046875 Penalty: 3553.317627
	Iteration 24Q: 3 clusters Score -94536.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -94537.281250 Penalty: 3553.317627
	Iteration 25Q: 3 clusters Score -94537.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -94537.281250 Penalty: 3553.317627
	Iteration 26F: 3 clusters Score -94537.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Entering Unmasked Estep 
Score: -1456130.750000 Penalty: 2352.471680
	Iteration 0F: 2 clusters Score -1456131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1446522.500000 Penalty: 4704.943359
	Iteration 0F: 3 clusters Score -1446522 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1449732.500000 Penalty: 4704.943359
	Iteration 1F: 3 clusters Score -1449732 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1450271.250000 Penalty: 4704.943359
	Iteration 2F: 3 clusters Score -1450271 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1450731.125000 Penalty: 4704.943359
	Iteration 3F: 3 clusters Score -1450731 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1451158.625000 Penalty: 4704.943359
	Iteration 4F: 3 clusters Score -1451159 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1451587.375000 Penalty: 4704.943359
	Iteration 5F: 3 clusters Score -1451587 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1452001.250000 Penalty: 4704.943359
	Iteration 6Q: 3 clusters Score -1452001 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1452374.125000 Penalty: 4704.943359
	Iteration 7Q: 3 clusters Score -1452374 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1452687.625000 Penalty: 4704.943359
	Iteration 8Q: 3 clusters Score -1452688 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1452968.750000 Penalty: 4704.943359
	Iteration 9Q: 3 clusters Score -1452969 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1453191.000000 Penalty: 4704.943359
	Iteration 10Q: 3 clusters Score -1453191 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1453343.375000 Penalty: 4704.943359
	Iteration 11Q: 3 clusters Score -1453343 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1453476.500000 Penalty: 4704.943359
	Iteration 12Q: 3 clusters Score -1453476 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1453572.625000 Penalty: 4704.943359
	Iteration 13Q: 3 clusters Score -1453573 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1453669.500000 Penalty: 4704.943359
	Iteration 14Q: 3 clusters Score -1453670 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1453767.750000 Penalty: 4704.943359
	Iteration 15Q: 3 clusters Score -1453768 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1453862.750000 Penalty: 4704.943359
	Iteration 16Q: 3 clusters Score -1453863 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1453948.125000 Penalty: 4704.943359
	Iteration 17Q: 3 clusters Score -1453948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1454007.875000 Penalty: 4704.943359
	Iteration 18Q: 3 clusters Score -1454008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1454055.875000 Penalty: 4704.943359
	Iteration 19Q: 3 clusters Score -1454056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1454097.125000 Penalty: 4704.943359
	Iteration 20F: 3 clusters Score -1454097 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1454142.375000 Penalty: 4704.943359
	Iteration 21Q: 3 clusters Score -1454142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1454184.125000 Penalty: 4704.943359
	Iteration 22Q: 3 clusters Score -1454184 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1454221.250000 Penalty: 4704.943359
	Iteration 23Q: 3 clusters Score -1454221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1454240.000000 Penalty: 4704.943359
	Iteration 24Q: 3 clusters Score -1454240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1454266.500000 Penalty: 4704.943359
	Iteration 25Q: 3 clusters Score -1454266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1454287.875000 Penalty: 4704.943359
	Iteration 26Q: 3 clusters Score -1454288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1454311.125000 Penalty: 4704.943359
	Iteration 27Q: 3 clusters Score -1454311 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1454338.500000 Penalty: 4704.943359
	Iteration 28Q: 3 clusters Score -1454338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1454350.500000 Penalty: 4704.943359
	Iteration 29Q: 3 clusters Score -1454350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1454363.375000 Penalty: 4704.943359
	Iteration 30Q: 3 clusters Score -1454363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1454369.750000 Penalty: 4704.943359
	Iteration 31Q: 3 clusters Score -1454370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1454381.375000 Penalty: 4704.943359
	Iteration 32Q: 3 clusters Score -1454381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1454387.875000 Penalty: 4704.943359
	Iteration 33Q: 3 clusters Score -1454388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1454400.625000 Penalty: 4704.943359
	Iteration 34Q: 3 clusters Score -1454401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1454405.750000 Penalty: 4704.943359
	Iteration 35Q: 3 clusters Score -1454406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1454423.375000 Penalty: 4704.943359
	Iteration 36Q: 3 clusters Score -1454423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1454433.500000 Penalty: 4704.943359
	Iteration 37Q: 3 clusters Score -1454434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1454446.250000 Penalty: 4704.943359
	Iteration 38Q: 3 clusters Score -1454446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1454457.875000 Penalty: 4704.943359
	Iteration 39Q: 3 clusters Score -1454458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1454468.875000 Penalty: 4704.943359
	Iteration 40F: 3 clusters Score -1454469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1454471.250000 Penalty: 4704.943359
	Iteration 41Q: 3 clusters Score -1454471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1454474.125000 Penalty: 4704.943359
	Iteration 42Q: 3 clusters Score -1454474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1454476.750000 Penalty: 4704.943359
	Iteration 43Q: 3 clusters Score -1454477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1454476.375000 Penalty: 4704.943359
	Iteration 44Q: 3 clusters Score -1454476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1454478.250000 Penalty: 4704.943359
	Iteration 45Q: 3 clusters Score -1454478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1454480.125000 Penalty: 4704.943359
	Iteration 46Q: 3 clusters Score -1454480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1454476.750000 Penalty: 4704.943359
	Iteration 47Q: 3 clusters Score -1454477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1454480.625000 Penalty: 4704.943359
	Iteration 48Q: 3 clusters Score -1454481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1454480.250000 Penalty: 4704.943359
	Iteration 49Q: 3 clusters Score -1454480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1454486.875000 Penalty: 4704.943359
	Iteration 50Q: 3 clusters Score -1454487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1454482.250000 Penalty: 4704.943359
	Iteration 51Q: 3 clusters Score -1454482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1454486.875000 Penalty: 4704.943359
	Iteration 52Q: 3 clusters Score -1454487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1454487.875000 Penalty: 4704.943359
	Iteration 53Q: 3 clusters Score -1454488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1454492.000000 Penalty: 4704.943359
	Iteration 54Q: 3 clusters Score -1454492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1454494.250000 Penalty: 4704.943359
	Iteration 55Q: 3 clusters Score -1454494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1454493.625000 Penalty: 4704.943359
	Iteration 56Q: 3 clusters Score -1454494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1454493.250000 Penalty: 4704.943359
	Iteration 57Q: 3 clusters Score -1454493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1454493.250000 Penalty: 4704.943359
	Iteration 58F: 3 clusters Score -1454493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Entering Unmasked Estep 
Score: -2111103.750000 Penalty: 2421.242920
	Iteration 0F: 2 clusters Score -2111104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2098915.250000 Penalty: 4842.485840
	Iteration 0F: 3 clusters Score -2098915 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2102927.500000 Penalty: 4842.485840
	Iteration 1F: 3 clusters Score -2102928 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2103418.250000 Penalty: 4842.485840
	Iteration 2F: 3 clusters Score -2103418 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2103886.500000 Penalty: 4842.485840
	Iteration 3F: 3 clusters Score -2103886 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2104454.250000 Penalty: 4842.485840
	Iteration 4F: 3 clusters Score -2104454 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2105227.500000 Penalty: 4842.485840
	Iteration 5F: 3 clusters Score -2105228 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2106259.500000 Penalty: 4842.485840
	Iteration 6F: 3 clusters Score -2106260 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2107342.750000 Penalty: 4842.485840
	Iteration 7F: 3 clusters Score -2107343 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2108203.500000 Penalty: 4842.485840
	Iteration 8F: 3 clusters Score -2108204 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2108764.250000 Penalty: 4842.485840
	Iteration 9Q: 3 clusters Score -2108764 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2109074.500000 Penalty: 4842.485840
	Iteration 10Q: 3 clusters Score -2109074 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2109253.750000 Penalty: 4842.485840
	Iteration 11Q: 3 clusters Score -2109254 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2109387.000000 Penalty: 4842.485840
	Iteration 12Q: 3 clusters Score -2109387 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2109495.750000 Penalty: 4842.485840
	Iteration 13Q: 3 clusters Score -2109496 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2109586.000000 Penalty: 4842.485840
	Iteration 14Q: 3 clusters Score -2109586 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2109642.750000 Penalty: 4842.485840
	Iteration 15Q: 3 clusters Score -2109643 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2109684.500000 Penalty: 4842.485840
	Iteration 16Q: 3 clusters Score -2109684 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2109706.250000 Penalty: 4842.485840
	Iteration 17Q: 3 clusters Score -2109706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2109726.500000 Penalty: 4842.485840
	Iteration 18Q: 3 clusters Score -2109726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2109748.000000 Penalty: 4842.485840
	Iteration 19Q: 3 clusters Score -2109748 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2109766.000000 Penalty: 4842.485840
	Iteration 20F: 3 clusters Score -2109766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2109779.250000 Penalty: 4842.485840
	Iteration 21Q: 3 clusters Score -2109779 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2109793.250000 Penalty: 4842.485840
	Iteration 22Q: 3 clusters Score -2109793 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2109793.750000 Penalty: 4842.485840
	Iteration 23Q: 3 clusters Score -2109794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2109814.500000 Penalty: 4842.485840
	Iteration 24Q: 3 clusters Score -2109814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2109820.000000 Penalty: 4842.485840
	Iteration 25Q: 3 clusters Score -2109820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2109843.750000 Penalty: 4842.485840
	Iteration 26Q: 3 clusters Score -2109844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2109858.750000 Penalty: 4842.485840
	Iteration 27Q: 3 clusters Score -2109859 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2109872.750000 Penalty: 4842.485840
	Iteration 28Q: 3 clusters Score -2109873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2109889.000000 Penalty: 4842.485840
	Iteration 29Q: 3 clusters Score -2109889 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2109904.250000 Penalty: 4842.485840
	Iteration 30Q: 3 clusters Score -2109904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2109921.000000 Penalty: 4842.485840
	Iteration 31Q: 3 clusters Score -2109921 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2109921.500000 Penalty: 4842.485840
	Iteration 32Q: 3 clusters Score -2109922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2109925.750000 Penalty: 4842.485840
	Iteration 33Q: 3 clusters Score -2109926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2109933.000000 Penalty: 4842.485840
	Iteration 34Q: 3 clusters Score -2109933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2109937.500000 Penalty: 4842.485840
	Iteration 35Q: 3 clusters Score -2109938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2109944.000000 Penalty: 4842.485840
	Iteration 36Q: 3 clusters Score -2109944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2109948.000000 Penalty: 4842.485840
	Iteration 37Q: 3 clusters Score -2109948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -2109955.000000 Penalty: 4842.485840
	Iteration 38Q: 3 clusters Score -2109955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2109961.250000 Penalty: 4842.485840
	Iteration 39Q: 3 clusters Score -2109961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2109959.500000 Penalty: 4842.485840
	Iteration 40F: 3 clusters Score -2109960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2109958.250000 Penalty: 4842.485840
	Iteration 41Q: 3 clusters Score -2109958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2109959.250000 Penalty: 4842.485840
	Iteration 42Q: 3 clusters Score -2109959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2109962.250000 Penalty: 4842.485840
	Iteration 43Q: 3 clusters Score -2109962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2109964.500000 Penalty: 4842.485840
	Iteration 44Q: 3 clusters Score -2109964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2109964.750000 Penalty: 4842.485840
	Iteration 45Q: 3 clusters Score -2109965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2109966.250000 Penalty: 4842.485840
	Iteration 46Q: 3 clusters Score -2109966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2109970.000000 Penalty: 4842.485840
	Iteration 47Q: 3 clusters Score -2109970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2109968.000000 Penalty: 4842.485840
	Iteration 48Q: 3 clusters Score -2109968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2109971.000000 Penalty: 4842.485840
	Iteration 49Q: 3 clusters Score -2109971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2109968.000000 Penalty: 4842.485840
	Iteration 50Q: 3 clusters Score -2109968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2109967.250000 Penalty: 4842.485840
	Iteration 51Q: 3 clusters Score -2109967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2109971.250000 Penalty: 4842.485840
	Iteration 52Q: 3 clusters Score -2109971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2109967.500000 Penalty: 4842.485840
	Iteration 53Q: 3 clusters Score -2109968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2109967.000000 Penalty: 4842.485840
	Iteration 54Q: 3 clusters Score -2109967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2109968.750000 Penalty: 4842.485840
	Iteration 55Q: 3 clusters Score -2109969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2109971.750000 Penalty: 4842.485840
	Iteration 56Q: 3 clusters Score -2109972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2109972.250000 Penalty: 4842.485840
	Iteration 57Q: 3 clusters Score -2109972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2109973.250000 Penalty: 4842.485840
	Iteration 58Q: 3 clusters Score -2109973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2109971.250000 Penalty: 4842.485840
	Iteration 59Q: 3 clusters Score -2109971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2109976.000000 Penalty: 4842.485840
	Iteration 60F: 3 clusters Score -2109976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2109975.000000 Penalty: 4842.485840
	Iteration 61Q: 3 clusters Score -2109975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2109982.000000 Penalty: 4842.485840
	Iteration 62Q: 3 clusters Score -2109982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2109984.000000 Penalty: 4842.485840
	Iteration 63Q: 3 clusters Score -2109984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2109986.250000 Penalty: 4842.485840
	Iteration 64Q: 3 clusters Score -2109986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2109988.750000 Penalty: 4842.485840
	Iteration 65Q: 3 clusters Score -2109989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2109990.750000 Penalty: 4842.485840
	Iteration 66Q: 3 clusters Score -2109991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2109993.500000 Penalty: 4842.485840
	Iteration 67Q: 3 clusters Score -2109994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2109992.500000 Penalty: 4842.485840
	Iteration 68Q: 3 clusters Score -2109992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2109988.000000 Penalty: 4842.485840
	Iteration 69Q: 3 clusters Score -2109988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2109990.500000 Penalty: 4842.485840
	Iteration 70Q: 3 clusters Score -2109990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2109988.750000 Penalty: 4842.485840
	Iteration 71Q: 3 clusters Score -2109989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2109989.000000 Penalty: 4842.485840
	Iteration 72Q: 3 clusters Score -2109989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2109988.250000 Penalty: 4842.485840
	Iteration 73Q: 3 clusters Score -2109988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2109990.250000 Penalty: 4842.485840
	Iteration 74Q: 3 clusters Score -2109990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2109993.250000 Penalty: 4842.485840
	Iteration 75Q: 3 clusters Score -2109993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2109990.500000 Penalty: 4842.485840
	Iteration 76Q: 3 clusters Score -2109990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2109991.250000 Penalty: 4842.485840
	Iteration 77Q: 3 clusters Score -2109991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2109998.750000 Penalty: 4842.485840
	Iteration 78Q: 3 clusters Score -2109999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2110001.500000 Penalty: 4842.485840
	Iteration 79Q: 3 clusters Score -2110002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2109996.500000 Penalty: 4842.485840
	Iteration 80F: 3 clusters Score -2109996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2109994.750000 Penalty: 4842.485840
	Iteration 81Q: 3 clusters Score -2109995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2109994.000000 Penalty: 4842.485840
	Iteration 82Q: 3 clusters Score -2109994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2109996.000000 Penalty: 4842.485840
	Iteration 83Q: 3 clusters Score -2109996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2109996.250000 Penalty: 4842.485840
	Iteration 84Q: 3 clusters Score -2109996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2109994.750000 Penalty: 4842.485840
	Iteration 85Q: 3 clusters Score -2109995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2109997.000000 Penalty: 4842.485840
	Iteration 86Q: 3 clusters Score -2109997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2109994.000000 Penalty: 4842.485840
	Iteration 87Q: 3 clusters Score -2109994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2109993.750000 Penalty: 4842.485840
	Iteration 88Q: 3 clusters Score -2109994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2109993.750000 Penalty: 4842.485840
	Iteration 89F: 3 clusters Score -2109994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Entering Unmasked Estep 
Score: -1632182.000000 Penalty: 2360.183350
	Iteration 0F: 2 clusters Score -1632182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1622250.125000 Penalty: 4720.366699
	Iteration 0F: 3 clusters Score -1622250 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1625319.000000 Penalty: 4720.366699
	Iteration 1F: 3 clusters Score -1625319 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1625800.250000 Penalty: 4720.366699
	Iteration 2F: 3 clusters Score -1625800 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1626296.250000 Penalty: 4720.366699
	Iteration 3F: 3 clusters Score -1626296 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1626788.250000 Penalty: 4720.366699
	Iteration 4F: 3 clusters Score -1626788 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1627346.125000 Penalty: 4720.366699
	Iteration 5F: 3 clusters Score -1627346 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1627911.000000 Penalty: 4720.366699
	Iteration 6F: 3 clusters Score -1627911 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1628385.375000 Penalty: 4720.366699
	Iteration 7F: 3 clusters Score -1628385 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1628764.125000 Penalty: 4720.366699
	Iteration 8Q: 3 clusters Score -1628764 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1629094.000000 Penalty: 4720.366699
	Iteration 9Q: 3 clusters Score -1629094 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1629363.125000 Penalty: 4720.366699
	Iteration 10Q: 3 clusters Score -1629363 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1629579.500000 Penalty: 4720.366699
	Iteration 11Q: 3 clusters Score -1629580 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1629751.875000 Penalty: 4720.366699
	Iteration 12Q: 3 clusters Score -1629752 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1629886.625000 Penalty: 4720.366699
	Iteration 13Q: 3 clusters Score -1629887 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1630015.750000 Penalty: 4720.366699
	Iteration 14Q: 3 clusters Score -1630016 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1630166.250000 Penalty: 4720.366699
	Iteration 15Q: 3 clusters Score -1630166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1630273.750000 Penalty: 4720.366699
	Iteration 16Q: 3 clusters Score -1630274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1630359.750000 Penalty: 4720.366699
	Iteration 17Q: 3 clusters Score -1630360 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1630431.875000 Penalty: 4720.366699
	Iteration 18Q: 3 clusters Score -1630432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1630485.250000 Penalty: 4720.366699
	Iteration 19Q: 3 clusters Score -1630485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1630526.375000 Penalty: 4720.366699
	Iteration 20F: 3 clusters Score -1630526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1630553.375000 Penalty: 4720.366699
	Iteration 21Q: 3 clusters Score -1630553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1630579.500000 Penalty: 4720.366699
	Iteration 22Q: 3 clusters Score -1630580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1630598.250000 Penalty: 4720.366699
	Iteration 23Q: 3 clusters Score -1630598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1630613.750000 Penalty: 4720.366699
	Iteration 24Q: 3 clusters Score -1630614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1630632.625000 Penalty: 4720.366699
	Iteration 25Q: 3 clusters Score -1630633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1630642.375000 Penalty: 4720.366699
	Iteration 26Q: 3 clusters Score -1630642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1630652.750000 Penalty: 4720.366699
	Iteration 27Q: 3 clusters Score -1630653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1630654.750000 Penalty: 4720.366699
	Iteration 28Q: 3 clusters Score -1630655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1630662.000000 Penalty: 4720.366699
	Iteration 29Q: 3 clusters Score -1630662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1630666.500000 Penalty: 4720.366699
	Iteration 30Q: 3 clusters Score -1630666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1630669.000000 Penalty: 4720.366699
	Iteration 31Q: 3 clusters Score -1630669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1630670.625000 Penalty: 4720.366699
	Iteration 32Q: 3 clusters Score -1630671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1630670.875000 Penalty: 4720.366699
	Iteration 33Q: 3 clusters Score -1630671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1630671.875000 Penalty: 4720.366699
	Iteration 34Q: 3 clusters Score -1630672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1630677.625000 Penalty: 4720.366699
	Iteration 35Q: 3 clusters Score -1630678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1630677.750000 Penalty: 4720.366699
	Iteration 36Q: 3 clusters Score -1630678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1630678.625000 Penalty: 4720.366699
	Iteration 37Q: 3 clusters Score -1630679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1630681.875000 Penalty: 4720.366699
	Iteration 38Q: 3 clusters Score -1630682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1630680.000000 Penalty: 4720.366699
	Iteration 39Q: 3 clusters Score -1630680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1630680.625000 Penalty: 4720.366699
	Iteration 40F: 3 clusters Score -1630681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1630680.750000 Penalty: 4720.366699
	Iteration 41Q: 3 clusters Score -1630681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1630681.125000 Penalty: 4720.366699
	Iteration 42Q: 3 clusters Score -1630681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1630681.125000 Penalty: 4720.366699
	Iteration 43F: 3 clusters Score -1630681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Entering Unmasked Estep 
Score: -669387.062500 Penalty: 2137.563721
	Iteration 0F: 2 clusters Score -669387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -664527.375000 Penalty: 4275.127441
	Iteration 0F: 3 clusters Score -664527.4 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -665823.062500 Penalty: 4275.127441
	Iteration 1F: 3 clusters Score -665823.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -666153.500000 Penalty: 4275.127441
	Iteration 2F: 3 clusters Score -666153.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -666408.875000 Penalty: 4275.127441
	Iteration 3F: 3 clusters Score -666408.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -666596.312500 Penalty: 4275.127441
	Iteration 4Q: 3 clusters Score -666596.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -666748.250000 Penalty: 4275.127441
	Iteration 5Q: 3 clusters Score -666748.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -666916.937500 Penalty: 4275.127441
	Iteration 6Q: 3 clusters Score -666916.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -667055.437500 Penalty: 4275.127441
	Iteration 7Q: 3 clusters Score -667055.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -667166.625000 Penalty: 4275.127441
	Iteration 8Q: 3 clusters Score -667166.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -667264.375000 Penalty: 4275.127441
	Iteration 9Q: 3 clusters Score -667264.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -667364.250000 Penalty: 4275.127441
	Iteration 10Q: 3 clusters Score -667364.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -667460.187500 Penalty: 4275.127441
	Iteration 11Q: 3 clusters Score -667460.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -667531.937500 Penalty: 4275.127441
	Iteration 12Q: 3 clusters Score -667531.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -667599.687500 Penalty: 4275.127441
	Iteration 13Q: 3 clusters Score -667599.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -667650.875000 Penalty: 4275.127441
	Iteration 14Q: 3 clusters Score -667650.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -667684.625000 Penalty: 4275.127441
	Iteration 15Q: 3 clusters Score -667684.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -667703.187500 Penalty: 4275.127441
	Iteration 16Q: 3 clusters Score -667703.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -667724.812500 Penalty: 4275.127441
	Iteration 17Q: 3 clusters Score -667724.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -667734.562500 Penalty: 4275.127441
	Iteration 18Q: 3 clusters Score -667734.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -667744.187500 Penalty: 4275.127441
	Iteration 19Q: 3 clusters Score -667744.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -667747.500000 Penalty: 4275.127441
	Iteration 20F: 3 clusters Score -667747.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -667749.625000 Penalty: 4275.127441
	Iteration 21Q: 3 clusters Score -667749.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -667754.125000 Penalty: 4275.127441
	Iteration 22Q: 3 clusters Score -667754.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -667760.375000 Penalty: 4275.127441
	Iteration 23Q: 3 clusters Score -667760.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -667765.875000 Penalty: 4275.127441
	Iteration 24Q: 3 clusters Score -667765.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -667774.625000 Penalty: 4275.127441
	Iteration 25Q: 3 clusters Score -667774.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -667779.687500 Penalty: 4275.127441
	Iteration 26Q: 3 clusters Score -667779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -667783.000000 Penalty: 4275.127441
	Iteration 27Q: 3 clusters Score -667783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -667788.875000 Penalty: 4275.127441
	Iteration 28Q: 3 clusters Score -667788.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -667795.500000 Penalty: 4275.127441
	Iteration 29Q: 3 clusters Score -667795.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -667802.125000 Penalty: 4275.127441
	Iteration 30Q: 3 clusters Score -667802.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -667811.437500 Penalty: 4275.127441
	Iteration 31Q: 3 clusters Score -667811.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -667816.312500 Penalty: 4275.127441
	Iteration 32Q: 3 clusters Score -667816.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -667824.500000 Penalty: 4275.127441
	Iteration 33Q: 3 clusters Score -667824.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -667833.812500 Penalty: 4275.127441
	Iteration 34Q: 3 clusters Score -667833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -667838.000000 Penalty: 4275.127441
	Iteration 35Q: 3 clusters Score -667838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -667842.250000 Penalty: 4275.127441
	Iteration 36Q: 3 clusters Score -667842.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -667846.375000 Penalty: 4275.127441
	Iteration 37Q: 3 clusters Score -667846.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -667849.125000 Penalty: 4275.127441
	Iteration 38Q: 3 clusters Score -667849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -667852.187500 Penalty: 4275.127441
	Iteration 39Q: 3 clusters Score -667852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -667852.187500 Penalty: 4275.127441
	Iteration 40F: 3 clusters Score -667852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -667860.000000 Penalty: 4275.127441
	Iteration 41Q: 3 clusters Score -667860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -667868.062500 Penalty: 4275.127441
	Iteration 42Q: 3 clusters Score -667868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -667871.437500 Penalty: 4275.127441
	Iteration 43Q: 3 clusters Score -667871.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -667877.812500 Penalty: 4275.127441
	Iteration 44Q: 3 clusters Score -667877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -667880.687500 Penalty: 4275.127441
	Iteration 45Q: 3 clusters Score -667880.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -667884.375000 Penalty: 4275.127441
	Iteration 46Q: 3 clusters Score -667884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -667887.937500 Penalty: 4275.127441
	Iteration 47Q: 3 clusters Score -667887.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -667890.437500 Penalty: 4275.127441
	Iteration 48Q: 3 clusters Score -667890.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -667894.625000 Penalty: 4275.127441
	Iteration 49Q: 3 clusters Score -667894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -667897.562500 Penalty: 4275.127441
	Iteration 50Q: 3 clusters Score -667897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -667898.875000 Penalty: 4275.127441
	Iteration 51Q: 3 clusters Score -667898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -667900.187500 Penalty: 4275.127441
	Iteration 52Q: 3 clusters Score -667900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -667901.750000 Penalty: 4275.127441
	Iteration 53Q: 3 clusters Score -667901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -667903.750000 Penalty: 4275.127441
	Iteration 54Q: 3 clusters Score -667903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -667902.750000 Penalty: 4275.127441
	Iteration 55Q: 3 clusters Score -667902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -667904.937500 Penalty: 4275.127441
	Iteration 56Q: 3 clusters Score -667904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -667904.437500 Penalty: 4275.127441
	Iteration 57Q: 3 clusters Score -667904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -667905.562500 Penalty: 4275.127441
	Iteration 58Q: 3 clusters Score -667905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -667905.562500 Penalty: 4275.127441
	Iteration 59F: 3 clusters Score -667905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Entering Unmasked Estep 
Score: -2941416.500000 Penalty: 2505.420654
	Iteration 0F: 2 clusters Score -2941416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2924519.250000 Penalty: 5010.841309
	Iteration 0F: 3 clusters Score -2924519 nChanged 10778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2930454.500000 Penalty: 5010.841309
	Iteration 1F: 3 clusters Score -2930454 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2931090.250000 Penalty: 5010.841309
	Iteration 2F: 3 clusters Score -2931090 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2931780.750000 Penalty: 5010.841309
	Iteration 3F: 3 clusters Score -2931781 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2932610.500000 Penalty: 5010.841309
	Iteration 4F: 3 clusters Score -2932610 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2933601.750000 Penalty: 5010.841309
	Iteration 5F: 3 clusters Score -2933602 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2934699.500000 Penalty: 5010.841309
	Iteration 6F: 3 clusters Score -2934700 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2935680.500000 Penalty: 5010.841309
	Iteration 7F: 3 clusters Score -2935680 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2936544.500000 Penalty: 5010.841309
	Iteration 8F: 3 clusters Score -2936544 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2937471.500000 Penalty: 5010.841309
	Iteration 9Q: 3 clusters Score -2937472 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2938458.500000 Penalty: 5010.841309
	Iteration 10Q: 3 clusters Score -2938458 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2939293.500000 Penalty: 5010.841309
	Iteration 11Q: 3 clusters Score -2939294 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2939699.500000 Penalty: 5010.841309
	Iteration 12Q: 3 clusters Score -2939700 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2939900.500000 Penalty: 5010.841309
	Iteration 13Q: 3 clusters Score -2939900 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2940007.500000 Penalty: 5010.841309
	Iteration 14Q: 3 clusters Score -2940008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2940050.250000 Penalty: 5010.841309
	Iteration 15Q: 3 clusters Score -2940050 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2940095.500000 Penalty: 5010.841309
	Iteration 16Q: 3 clusters Score -2940096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2940113.750000 Penalty: 5010.841309
	Iteration 17Q: 3 clusters Score -2940114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2940132.750000 Penalty: 5010.841309
	Iteration 18Q: 3 clusters Score -2940133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2940150.000000 Penalty: 5010.841309
	Iteration 19Q: 3 clusters Score -2940150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2940173.250000 Penalty: 5010.841309
	Iteration 20F: 3 clusters Score -2940173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2940186.250000 Penalty: 5010.841309
	Iteration 21Q: 3 clusters Score -2940186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2940201.250000 Penalty: 5010.841309
	Iteration 22Q: 3 clusters Score -2940201 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2940215.000000 Penalty: 5010.841309
	Iteration 23Q: 3 clusters Score -2940215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2940224.000000 Penalty: 5010.841309
	Iteration 24Q: 3 clusters Score -2940224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2940231.750000 Penalty: 5010.841309
	Iteration 25Q: 3 clusters Score -2940232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2940240.500000 Penalty: 5010.841309
	Iteration 26Q: 3 clusters Score -2940240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2940245.250000 Penalty: 5010.841309
	Iteration 27Q: 3 clusters Score -2940245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2940252.250000 Penalty: 5010.841309
	Iteration 28Q: 3 clusters Score -2940252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2940267.000000 Penalty: 5010.841309
	Iteration 29Q: 3 clusters Score -2940267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2940265.000000 Penalty: 5010.841309
	Iteration 30Q: 3 clusters Score -2940265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2940268.500000 Penalty: 5010.841309
	Iteration 31Q: 3 clusters Score -2940268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2940271.500000 Penalty: 5010.841309
	Iteration 32Q: 3 clusters Score -2940272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2940283.000000 Penalty: 5010.841309
	Iteration 33Q: 3 clusters Score -2940283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2940279.000000 Penalty: 5010.841309
	Iteration 34Q: 3 clusters Score -2940279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2940289.000000 Penalty: 5010.841309
	Iteration 35Q: 3 clusters Score -2940289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2940298.000000 Penalty: 5010.841309
	Iteration 36Q: 3 clusters Score -2940298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2940310.750000 Penalty: 5010.841309
	Iteration 37Q: 3 clusters Score -2940311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2940316.000000 Penalty: 5010.841309
	Iteration 38Q: 3 clusters Score -2940316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2940327.000000 Penalty: 5010.841309
	Iteration 39Q: 3 clusters Score -2940327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2940339.500000 Penalty: 5010.841309
	Iteration 40F: 3 clusters Score -2940340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2940353.750000 Penalty: 5010.841309
	Iteration 41Q: 3 clusters Score -2940354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2940351.500000 Penalty: 5010.841309
	Iteration 42Q: 3 clusters Score -2940352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2940363.250000 Penalty: 5010.841309
	Iteration 43Q: 3 clusters Score -2940363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2940363.500000 Penalty: 5010.841309
	Iteration 44Q: 3 clusters Score -2940364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2940363.750000 Penalty: 5010.841309
	Iteration 45Q: 3 clusters Score -2940364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2940367.750000 Penalty: 5010.841309
	Iteration 46Q: 3 clusters Score -2940368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2940385.000000 Penalty: 5010.841309
	Iteration 47Q: 3 clusters Score -2940385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2940392.250000 Penalty: 5010.841309
	Iteration 48Q: 3 clusters Score -2940392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2940401.750000 Penalty: 5010.841309
	Iteration 49Q: 3 clusters Score -2940402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2940399.250000 Penalty: 5010.841309
	Iteration 50Q: 3 clusters Score -2940399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2940406.500000 Penalty: 5010.841309
	Iteration 51Q: 3 clusters Score -2940406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2940402.000000 Penalty: 5010.841309
	Iteration 52Q: 3 clusters Score -2940402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2940414.750000 Penalty: 5010.841309
	Iteration 53Q: 3 clusters Score -2940415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2940421.000000 Penalty: 5010.841309
	Iteration 54Q: 3 clusters Score -2940421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2940430.250000 Penalty: 5010.841309
	Iteration 55Q: 3 clusters Score -2940430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2940439.250000 Penalty: 5010.841309
	Iteration 56Q: 3 clusters Score -2940439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2940448.250000 Penalty: 5010.841309
	Iteration 57Q: 3 clusters Score -2940448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2940451.000000 Penalty: 5010.841309
	Iteration 58Q: 3 clusters Score -2940451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2940460.500000 Penalty: 5010.841309
	Iteration 59Q: 3 clusters Score -2940460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2940466.750000 Penalty: 5010.841309
	Iteration 60F: 3 clusters Score -2940467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2940480.250000 Penalty: 5010.841309
	Iteration 61Q: 3 clusters Score -2940480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2940478.500000 Penalty: 5010.841309
	Iteration 62Q: 3 clusters Score -2940478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2940495.000000 Penalty: 5010.841309
	Iteration 63Q: 3 clusters Score -2940495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2940502.000000 Penalty: 5010.841309
	Iteration 64Q: 3 clusters Score -2940502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2940502.000000 Penalty: 5010.841309
	Iteration 65Q: 3 clusters Score -2940502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2940509.750000 Penalty: 5010.841309
	Iteration 66Q: 3 clusters Score -2940510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2940511.250000 Penalty: 5010.841309
	Iteration 67Q: 3 clusters Score -2940511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2940519.000000 Penalty: 5010.841309
	Iteration 68Q: 3 clusters Score -2940519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2940520.500000 Penalty: 5010.841309
	Iteration 69Q: 3 clusters Score -2940520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2940522.250000 Penalty: 5010.841309
	Iteration 70Q: 3 clusters Score -2940522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2940523.250000 Penalty: 5010.841309
	Iteration 71Q: 3 clusters Score -2940523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2940519.500000 Penalty: 5010.841309
	Iteration 72Q: 3 clusters Score -2940520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2940529.750000 Penalty: 5010.841309
	Iteration 73Q: 3 clusters Score -2940530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2940530.500000 Penalty: 5010.841309
	Iteration 74Q: 3 clusters Score -2940530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2940527.750000 Penalty: 5010.841309
	Iteration 75Q: 3 clusters Score -2940528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2940527.000000 Penalty: 5010.841309
	Iteration 76Q: 3 clusters Score -2940527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2940532.750000 Penalty: 5010.841309
	Iteration 77Q: 3 clusters Score -2940533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2940532.250000 Penalty: 5010.841309
	Iteration 78Q: 3 clusters Score -2940532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2940540.750000 Penalty: 5010.841309
	Iteration 79Q: 3 clusters Score -2940541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -2940538.500000 Penalty: 5010.841309
	Iteration 80F: 3 clusters Score -2940538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2940539.000000 Penalty: 5010.841309
	Iteration 81Q: 3 clusters Score -2940539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2940539.000000 Penalty: 5010.841309
	Iteration 82F: 3 clusters Score -2940539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Entering Unmasked Estep 
Score: -659593.437500 Penalty: 2139.837402
	Iteration 0F: 2 clusters Score -659593.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -654719.625000 Penalty: 4279.674805
	Iteration 0F: 3 clusters Score -654719.6 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -656112.125000 Penalty: 4279.674805
	Iteration 1F: 3 clusters Score -656112.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -656495.187500 Penalty: 4279.674805
	Iteration 2F: 3 clusters Score -656495.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -656813.562500 Penalty: 4279.674805
	Iteration 3F: 3 clusters Score -656813.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -657044.187500 Penalty: 4279.674805
	Iteration 4F: 3 clusters Score -657044.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -657202.250000 Penalty: 4279.674805
	Iteration 5Q: 3 clusters Score -657202.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -657301.937500 Penalty: 4279.674805
	Iteration 6Q: 3 clusters Score -657301.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -657368.250000 Penalty: 4279.674805
	Iteration 7Q: 3 clusters Score -657368.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -657424.437500 Penalty: 4279.674805
	Iteration 8Q: 3 clusters Score -657424.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -657456.062500 Penalty: 4279.674805
	Iteration 9Q: 3 clusters Score -657456.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -657491.812500 Penalty: 4279.674805
	Iteration 10Q: 3 clusters Score -657491.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -657533.562500 Penalty: 4279.674805
	Iteration 11Q: 3 clusters Score -657533.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -657567.375000 Penalty: 4279.674805
	Iteration 12Q: 3 clusters Score -657567.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -657597.625000 Penalty: 4279.674805
	Iteration 13Q: 3 clusters Score -657597.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -657629.812500 Penalty: 4279.674805
	Iteration 14Q: 3 clusters Score -657629.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -657656.250000 Penalty: 4279.674805
	Iteration 15Q: 3 clusters Score -657656.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -657674.687500 Penalty: 4279.674805
	Iteration 16Q: 3 clusters Score -657674.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -657690.312500 Penalty: 4279.674805
	Iteration 17Q: 3 clusters Score -657690.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -657700.812500 Penalty: 4279.674805
	Iteration 18Q: 3 clusters Score -657700.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -657710.000000 Penalty: 4279.674805
	Iteration 19Q: 3 clusters Score -657710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -657717.437500 Penalty: 4279.674805
	Iteration 20F: 3 clusters Score -657717.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -657725.375000 Penalty: 4279.674805
	Iteration 21Q: 3 clusters Score -657725.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -657729.437500 Penalty: 4279.674805
	Iteration 22Q: 3 clusters Score -657729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -657733.375000 Penalty: 4279.674805
	Iteration 23Q: 3 clusters Score -657733.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -657741.375000 Penalty: 4279.674805
	Iteration 24Q: 3 clusters Score -657741.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -657751.750000 Penalty: 4279.674805
	Iteration 25Q: 3 clusters Score -657751.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -657760.250000 Penalty: 4279.674805
	Iteration 26Q: 3 clusters Score -657760.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -657767.000000 Penalty: 4279.674805
	Iteration 27Q: 3 clusters Score -657767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -657778.812500 Penalty: 4279.674805
	Iteration 28Q: 3 clusters Score -657778.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -657785.500000 Penalty: 4279.674805
	Iteration 29Q: 3 clusters Score -657785.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -657793.187500 Penalty: 4279.674805
	Iteration 30Q: 3 clusters Score -657793.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -657804.687500 Penalty: 4279.674805
	Iteration 31Q: 3 clusters Score -657804.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -657815.125000 Penalty: 4279.674805
	Iteration 32Q: 3 clusters Score -657815.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -657828.187500 Penalty: 4279.674805
	Iteration 33Q: 3 clusters Score -657828.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -657837.937500 Penalty: 4279.674805
	Iteration 34Q: 3 clusters Score -657837.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -657852.000000 Penalty: 4279.674805
	Iteration 35Q: 3 clusters Score -657852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -657864.812500 Penalty: 4279.674805
	Iteration 36Q: 3 clusters Score -657864.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -657874.250000 Penalty: 4279.674805
	Iteration 37Q: 3 clusters Score -657874.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -657890.812500 Penalty: 4279.674805
	Iteration 38Q: 3 clusters Score -657890.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -657908.812500 Penalty: 4279.674805
	Iteration 39Q: 3 clusters Score -657908.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -657922.437500 Penalty: 4279.674805
	Iteration 40F: 3 clusters Score -657922.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -657934.937500 Penalty: 4279.674805
	Iteration 41Q: 3 clusters Score -657934.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -657948.687500 Penalty: 4279.674805
	Iteration 42Q: 3 clusters Score -657948.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -657958.437500 Penalty: 4279.674805
	Iteration 43Q: 3 clusters Score -657958.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -657966.687500 Penalty: 4279.674805
	Iteration 44Q: 3 clusters Score -657966.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -657973.500000 Penalty: 4279.674805
	Iteration 45Q: 3 clusters Score -657973.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -657977.687500 Penalty: 4279.674805
	Iteration 46Q: 3 clusters Score -657977.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -657982.250000 Penalty: 4279.674805
	Iteration 47Q: 3 clusters Score -657982.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -657985.875000 Penalty: 4279.674805
	Iteration 48Q: 3 clusters Score -657985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -657989.500000 Penalty: 4279.674805
	Iteration 49Q: 3 clusters Score -657989.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -657993.937500 Penalty: 4279.674805
	Iteration 50Q: 3 clusters Score -657993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -657995.937500 Penalty: 4279.674805
	Iteration 51Q: 3 clusters Score -657995.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -657999.500000 Penalty: 4279.674805
	Iteration 52Q: 3 clusters Score -657999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -658003.187500 Penalty: 4279.674805
	Iteration 53Q: 3 clusters Score -658003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -658003.937500 Penalty: 4279.674805
	Iteration 54Q: 3 clusters Score -658003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -658004.625000 Penalty: 4279.674805
	Iteration 55Q: 3 clusters Score -658004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -658005.000000 Penalty: 4279.674805
	Iteration 56Q: 3 clusters Score -658005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -658007.562500 Penalty: 4279.674805
	Iteration 57Q: 3 clusters Score -658007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -658009.000000 Penalty: 4279.674805
	Iteration 58Q: 3 clusters Score -658009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -658009.687500 Penalty: 4279.674805
	Iteration 59Q: 3 clusters Score -658009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -658009.687500 Penalty: 4279.674805
	Iteration 60F: 3 clusters Score -658009.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -665938.500000 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -665938.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -661074.937500 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -661074.9 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -662415.750000 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -662415.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -662749.687500 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -662749.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -662992.500000 Penalty: 4278.163574
	Iteration 3F: 3 clusters Score -662992.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -663166.625000 Penalty: 4278.163574
	Iteration 4Q: 3 clusters Score -663166.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -663314.000000 Penalty: 4278.163574
	Iteration 5Q: 3 clusters Score -663314 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -663425.250000 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -663425.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -663517.312500 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -663517.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -663590.750000 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -663590.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -663644.625000 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -663644.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -663688.937500 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -663688.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -663718.000000 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -663718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -663735.812500 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -663735.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -663752.500000 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -663752.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -663769.562500 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -663769.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -663777.375000 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -663777.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -663787.312500 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -663787.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -663792.625000 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -663792.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -663800.375000 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -663800.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -663804.812500 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -663804.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -663808.562500 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -663808.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -663812.750000 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -663812.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -663814.687500 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -663814.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -663818.625000 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -663818.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -663821.812500 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -663821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -663823.750000 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -663823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -663822.875000 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -663822.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -663823.625000 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -663823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -663824.375000 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -663824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -663824.375000 Penalty: 4278.163574
	Iteration 29F: 3 clusters Score -663824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -676539.812500 Penalty: 2145.671143
	Iteration 0F: 2 clusters Score -676539.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -671569.187500 Penalty: 4291.342285
	Iteration 0F: 3 clusters Score -671569.2 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -672776.125000 Penalty: 4291.342285
	Iteration 1F: 3 clusters Score -672776.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -673001.812500 Penalty: 4291.342285
	Iteration 2F: 3 clusters Score -673001.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -673151.625000 Penalty: 4291.342285
	Iteration 3F: 3 clusters Score -673151.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -673262.437500 Penalty: 4291.342285
	Iteration 4Q: 3 clusters Score -673262.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -673326.000000 Penalty: 4291.342285
	Iteration 5Q: 3 clusters Score -673326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -673374.937500 Penalty: 4291.342285
	Iteration 6Q: 3 clusters Score -673374.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -673410.625000 Penalty: 4291.342285
	Iteration 7Q: 3 clusters Score -673410.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -673437.375000 Penalty: 4291.342285
	Iteration 8Q: 3 clusters Score -673437.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -673460.187500 Penalty: 4291.342285
	Iteration 9Q: 3 clusters Score -673460.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -673485.187500 Penalty: 4291.342285
	Iteration 10Q: 3 clusters Score -673485.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -673511.375000 Penalty: 4291.342285
	Iteration 11Q: 3 clusters Score -673511.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -673533.062500 Penalty: 4291.342285
	Iteration 12Q: 3 clusters Score -673533.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -673549.500000 Penalty: 4291.342285
	Iteration 13Q: 3 clusters Score -673549.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -673562.187500 Penalty: 4291.342285
	Iteration 14Q: 3 clusters Score -673562.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -673571.937500 Penalty: 4291.342285
	Iteration 15Q: 3 clusters Score -673571.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -673578.500000 Penalty: 4291.342285
	Iteration 16Q: 3 clusters Score -673578.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -673585.500000 Penalty: 4291.342285
	Iteration 17Q: 3 clusters Score -673585.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -673590.375000 Penalty: 4291.342285
	Iteration 18Q: 3 clusters Score -673590.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -673598.875000 Penalty: 4291.342285
	Iteration 19Q: 3 clusters Score -673598.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -673607.937500 Penalty: 4291.342285
	Iteration 20F: 3 clusters Score -673607.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -673615.562500 Penalty: 4291.342285
	Iteration 21Q: 3 clusters Score -673615.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -673622.500000 Penalty: 4291.342285
	Iteration 22Q: 3 clusters Score -673622.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -673627.000000 Penalty: 4291.342285
	Iteration 23Q: 3 clusters Score -673627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -673629.000000 Penalty: 4291.342285
	Iteration 24Q: 3 clusters Score -673629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -673631.437500 Penalty: 4291.342285
	Iteration 25Q: 3 clusters Score -673631.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -673633.062500 Penalty: 4291.342285
	Iteration 26Q: 3 clusters Score -673633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -673634.000000 Penalty: 4291.342285
	Iteration 27Q: 3 clusters Score -673634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -673635.312500 Penalty: 4291.342285
	Iteration 28Q: 3 clusters Score -673635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -673635.687500 Penalty: 4291.342285
	Iteration 29Q: 3 clusters Score -673635.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -673638.187500 Penalty: 4291.342285
	Iteration 30Q: 3 clusters Score -673638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -673641.437500 Penalty: 4291.342285
	Iteration 31Q: 3 clusters Score -673641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -673640.500000 Penalty: 4291.342285
	Iteration 32Q: 3 clusters Score -673640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -673642.812500 Penalty: 4291.342285
	Iteration 33Q: 3 clusters Score -673642.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -673645.312500 Penalty: 4291.342285
	Iteration 34Q: 3 clusters Score -673645.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -673647.812500 Penalty: 4291.342285
	Iteration 35Q: 3 clusters Score -673647.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -673648.875000 Penalty: 4291.342285
	Iteration 36Q: 3 clusters Score -673648.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -673649.375000 Penalty: 4291.342285
	Iteration 37Q: 3 clusters Score -673649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -673652.625000 Penalty: 4291.342285
	Iteration 38Q: 3 clusters Score -673652.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -673655.250000 Penalty: 4291.342285
	Iteration 39Q: 3 clusters Score -673655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -673657.437500 Penalty: 4291.342285
	Iteration 40F: 3 clusters Score -673657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -673659.437500 Penalty: 4291.342285
	Iteration 41Q: 3 clusters Score -673659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -673659.812500 Penalty: 4291.342285
	Iteration 42Q: 3 clusters Score -673659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -673663.062500 Penalty: 4291.342285
	Iteration 43Q: 3 clusters Score -673663.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -673665.062500 Penalty: 4291.342285
	Iteration 44Q: 3 clusters Score -673665.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -673666.312500 Penalty: 4291.342285
	Iteration 45Q: 3 clusters Score -673666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -673667.250000 Penalty: 4291.342285
	Iteration 46Q: 3 clusters Score -673667.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -673668.187500 Penalty: 4291.342285
	Iteration 47Q: 3 clusters Score -673668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -673669.562500 Penalty: 4291.342285
	Iteration 48Q: 3 clusters Score -673669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -673669.812500 Penalty: 4291.342285
	Iteration 49Q: 3 clusters Score -673669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -673671.000000 Penalty: 4291.342285
	Iteration 50Q: 3 clusters Score -673671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -673670.187500 Penalty: 4291.342285
	Iteration 51Q: 3 clusters Score -673670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -673672.375000 Penalty: 4291.342285
	Iteration 52Q: 3 clusters Score -673672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -673673.375000 Penalty: 4291.342285
	Iteration 53Q: 3 clusters Score -673673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -673672.750000 Penalty: 4291.342285
	Iteration 54Q: 3 clusters Score -673672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -673675.875000 Penalty: 4291.342285
	Iteration 55Q: 3 clusters Score -673675.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -673676.687500 Penalty: 4291.342285
	Iteration 56Q: 3 clusters Score -673676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -673676.187500 Penalty: 4291.342285
	Iteration 57Q: 3 clusters Score -673676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -673676.437500 Penalty: 4291.342285
	Iteration 58Q: 3 clusters Score -673676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -673676.937500 Penalty: 4291.342285
	Iteration 59Q: 3 clusters Score -673676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -673677.750000 Penalty: 4291.342285
	Iteration 60F: 3 clusters Score -673677.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -312916.687500 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -312916.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -309142.218750 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -309142.2 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -309997.281250 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -309997.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -310194.468750 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -310194.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -310298.000000 Penalty: 4085.920654
	Iteration 3Q: 3 clusters Score -310298 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -310369.843750 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -310369.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -310419.906250 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -310419.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -310458.625000 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -310458.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -310489.687500 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -310489.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -310520.375000 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -310520.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -310548.125000 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -310548.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -310572.562500 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -310572.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -310593.500000 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -310593.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -310618.031250 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -310618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -310637.562500 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -310637.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -310656.062500 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -310656.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -310678.312500 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -310678.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -310703.437500 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -310703.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -310740.968750 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -310741 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -310781.250000 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -310781.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -310808.312500 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -310808.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -310839.937500 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -310839.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -310869.312500 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -310869.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -310896.937500 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -310896.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -310926.906250 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -310926.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -310966.781250 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -310966.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -311007.812500 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -311007.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -311048.218750 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -311048.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -311087.781250 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -311087.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -311122.968750 Penalty: 4085.920654
	Iteration 28Q: 3 clusters Score -311123 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -311159.906250 Penalty: 4085.920654
	Iteration 29Q: 3 clusters Score -311159.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -311188.968750 Penalty: 4085.920654
	Iteration 30Q: 3 clusters Score -311189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -311208.093750 Penalty: 4085.920654
	Iteration 31Q: 3 clusters Score -311208.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -311228.718750 Penalty: 4085.920654
	Iteration 32Q: 3 clusters Score -311228.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -311252.343750 Penalty: 4085.920654
	Iteration 33Q: 3 clusters Score -311252.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -311273.375000 Penalty: 4085.920654
	Iteration 34Q: 3 clusters Score -311273.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -311291.562500 Penalty: 4085.920654
	Iteration 35Q: 3 clusters Score -311291.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -311307.906250 Penalty: 4085.920654
	Iteration 36Q: 3 clusters Score -311307.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -311324.875000 Penalty: 4085.920654
	Iteration 37Q: 3 clusters Score -311324.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -311339.156250 Penalty: 4085.920654
	Iteration 38Q: 3 clusters Score -311339.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -311356.125000 Penalty: 4085.920654
	Iteration 39Q: 3 clusters Score -311356.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -311371.281250 Penalty: 4085.920654
	Iteration 40F: 3 clusters Score -311371.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -311388.187500 Penalty: 4085.920654
	Iteration 41Q: 3 clusters Score -311388.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -311404.500000 Penalty: 4085.920654
	Iteration 42Q: 3 clusters Score -311404.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -311414.062500 Penalty: 4085.920654
	Iteration 43Q: 3 clusters Score -311414.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -311420.656250 Penalty: 4085.920654
	Iteration 44Q: 3 clusters Score -311420.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -311426.343750 Penalty: 4085.920654
	Iteration 45Q: 3 clusters Score -311426.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -311431.750000 Penalty: 4085.920654
	Iteration 46Q: 3 clusters Score -311431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -311433.375000 Penalty: 4085.920654
	Iteration 47Q: 3 clusters Score -311433.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -311435.406250 Penalty: 4085.920654
	Iteration 48Q: 3 clusters Score -311435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -311436.093750 Penalty: 4085.920654
	Iteration 49Q: 3 clusters Score -311436.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -311436.093750 Penalty: 4085.920654
	Iteration 50F: 3 clusters Score -311436.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Entering Unmasked Estep 
Score: -967088.125000 Penalty: 2230.893066
	Iteration 0F: 2 clusters Score -967088.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -960591.562500 Penalty: 4461.786133
	Iteration 0F: 3 clusters Score -960591.6 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -962515.062500 Penalty: 4461.786133
	Iteration 1F: 3 clusters Score -962515.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -963021.000000 Penalty: 4461.786133
	Iteration 2F: 3 clusters Score -963021 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -963722.812500 Penalty: 4461.786133
	Iteration 3F: 3 clusters Score -963722.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -964599.250000 Penalty: 4461.786133
	Iteration 4F: 3 clusters Score -964599.2 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -965440.062500 Penalty: 4461.786133
	Iteration 5F: 3 clusters Score -965440.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -966205.187500 Penalty: 4461.786133
	Iteration 6F: 3 clusters Score -966205.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -966803.625000 Penalty: 4461.786133
	Iteration 7F: 3 clusters Score -966803.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -967307.437500 Penalty: 4461.786133
	Iteration 8Q: 3 clusters Score -967307.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -967659.937500 Penalty: 4461.786133
	Iteration 9Q: 3 clusters Score -967659.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -967907.875000 Penalty: 4461.786133
	Iteration 10Q: 3 clusters Score -967907.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -968063.625000 Penalty: 4461.786133
	Iteration 11Q: 3 clusters Score -968063.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -968145.312500 Penalty: 4461.786133
	Iteration 12Q: 3 clusters Score -968145.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -968204.375000 Penalty: 4461.786133
	Iteration 13Q: 3 clusters Score -968204.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -968230.375000 Penalty: 4461.786133
	Iteration 14Q: 3 clusters Score -968230.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -968252.312500 Penalty: 4461.786133
	Iteration 15Q: 3 clusters Score -968252.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -968268.500000 Penalty: 4461.786133
	Iteration 16Q: 3 clusters Score -968268.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -968281.375000 Penalty: 4461.786133
	Iteration 17Q: 3 clusters Score -968281.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -968296.625000 Penalty: 4461.786133
	Iteration 18Q: 3 clusters Score -968296.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -968298.875000 Penalty: 4461.786133
	Iteration 19Q: 3 clusters Score -968298.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -968303.500000 Penalty: 4461.786133
	Iteration 20F: 3 clusters Score -968303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -968305.750000 Penalty: 4461.786133
	Iteration 21Q: 3 clusters Score -968305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -968307.500000 Penalty: 4461.786133
	Iteration 22Q: 3 clusters Score -968307.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -968308.750000 Penalty: 4461.786133
	Iteration 23Q: 3 clusters Score -968308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -968309.125000 Penalty: 4461.786133
	Iteration 24Q: 3 clusters Score -968309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -968309.937500 Penalty: 4461.786133
	Iteration 25Q: 3 clusters Score -968309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -968310.750000 Penalty: 4461.786133
	Iteration 26Q: 3 clusters Score -968310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -968312.000000 Penalty: 4461.786133
	Iteration 27Q: 3 clusters Score -968312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -968312.937500 Penalty: 4461.786133
	Iteration 28Q: 3 clusters Score -968312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -968314.625000 Penalty: 4461.786133
	Iteration 29Q: 3 clusters Score -968314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -968315.937500 Penalty: 4461.786133
	Iteration 30Q: 3 clusters Score -968315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -968315.437500 Penalty: 4461.786133
	Iteration 31Q: 3 clusters Score -968315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -968316.187500 Penalty: 4461.786133
	Iteration 32Q: 3 clusters Score -968316.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -968316.875000 Penalty: 4461.786133
	Iteration 33Q: 3 clusters Score -968316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -968316.937500 Penalty: 4461.786133
	Iteration 34Q: 3 clusters Score -968316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -968318.375000 Penalty: 4461.786133
	Iteration 35Q: 3 clusters Score -968318.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -968318.562500 Penalty: 4461.786133
	Iteration 36Q: 3 clusters Score -968318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -968317.250000 Penalty: 4461.786133
	Iteration 37Q: 3 clusters Score -968317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -968318.062500 Penalty: 4461.786133
	Iteration 38Q: 3 clusters Score -968318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -968318.062500 Penalty: 4461.786133
	Iteration 39F: 3 clusters Score -968318.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40449 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 9457 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9223 members 
Mstep: Class 16 contains 26868 members 
Mstep: Class 17 contains 9444 members 
Mstep: Class 18 contains 17653 members 
Mstep: Class 19 contains 11364 members 
Mstep: Class 20 contains 3214 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13171 members 
Mstep: Class 24 contains 17380 members 
Mstep: Class 25 contains 13587 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24404 members 
Mstep: Class 28 contains 5588 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 5721 members 
Mstep: Class 31 contains 3781 members 
Mstep: Class 32 contains 6589 members 
Mstep: Class 33 contains 3769 members 
Mstep: Class 34 contains 1478 members 
Entering Unmasked Estep 
Score: -35709908.000000 Penalty: 106916.710938
Splitting cluster 32 changes total score from -35709644.000000 to -35709908.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 33 (3769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Entering Unmasked Estep 
Score: -458774.281250 Penalty: 2042.172119
	Iteration 0F: 2 clusters Score -458774.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -455066.968750 Penalty: 4084.344238
	Iteration 0F: 3 clusters Score -455067 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -455895.875000 Penalty: 4084.344238
	Iteration 1F: 3 clusters Score -455895.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -456074.968750 Penalty: 4084.344238
	Iteration 2F: 3 clusters Score -456075 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -456170.281250 Penalty: 4084.344238
	Iteration 3Q: 3 clusters Score -456170.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -456226.531250 Penalty: 4084.344238
	Iteration 4Q: 3 clusters Score -456226.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -456264.156250 Penalty: 4084.344238
	Iteration 5Q: 3 clusters Score -456264.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -456289.906250 Penalty: 4084.344238
	Iteration 6Q: 3 clusters Score -456289.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -456302.937500 Penalty: 4084.344238
	Iteration 7Q: 3 clusters Score -456302.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -456312.343750 Penalty: 4084.344238
	Iteration 8Q: 3 clusters Score -456312.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -456321.250000 Penalty: 4084.344238
	Iteration 9Q: 3 clusters Score -456321.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -456335.531250 Penalty: 4084.344238
	Iteration 10Q: 3 clusters Score -456335.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -456358.000000 Penalty: 4084.344238
	Iteration 11Q: 3 clusters Score -456358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -456375.062500 Penalty: 4084.344238
	Iteration 12Q: 3 clusters Score -456375.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -456383.781250 Penalty: 4084.344238
	Iteration 13Q: 3 clusters Score -456383.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -456391.343750 Penalty: 4084.344238
	Iteration 14Q: 3 clusters Score -456391.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -456397.406250 Penalty: 4084.344238
	Iteration 15Q: 3 clusters Score -456397.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -456403.343750 Penalty: 4084.344238
	Iteration 16Q: 3 clusters Score -456403.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -456407.843750 Penalty: 4084.344238
	Iteration 17Q: 3 clusters Score -456407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -456409.406250 Penalty: 4084.344238
	Iteration 18Q: 3 clusters Score -456409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -456410.562500 Penalty: 4084.344238
	Iteration 19Q: 3 clusters Score -456410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -456412.000000 Penalty: 4084.344238
	Iteration 20F: 3 clusters Score -456412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -456411.687500 Penalty: 4084.344238
	Iteration 21Q: 3 clusters Score -456411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -456413.343750 Penalty: 4084.344238
	Iteration 22Q: 3 clusters Score -456413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -456413.187500 Penalty: 4084.344238
	Iteration 23Q: 3 clusters Score -456413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -456414.343750 Penalty: 4084.344238
	Iteration 24Q: 3 clusters Score -456414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -456416.312500 Penalty: 4084.344238
	Iteration 25Q: 3 clusters Score -456416.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -456418.125000 Penalty: 4084.344238
	Iteration 26Q: 3 clusters Score -456418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -456419.375000 Penalty: 4084.344238
	Iteration 27Q: 3 clusters Score -456419.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -456421.906250 Penalty: 4084.344238
	Iteration 28Q: 3 clusters Score -456421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -456422.187500 Penalty: 4084.344238
	Iteration 29Q: 3 clusters Score -456422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -456422.812500 Penalty: 4084.344238
	Iteration 30Q: 3 clusters Score -456422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -456423.406250 Penalty: 4084.344238
	Iteration 31Q: 3 clusters Score -456423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -456427.156250 Penalty: 4084.344238
	Iteration 32Q: 3 clusters Score -456427.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -456428.906250 Penalty: 4084.344238
	Iteration 33Q: 3 clusters Score -456428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -456431.093750 Penalty: 4084.344238
	Iteration 34Q: 3 clusters Score -456431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -456433.437500 Penalty: 4084.344238
	Iteration 35Q: 3 clusters Score -456433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -456435.593750 Penalty: 4084.344238
	Iteration 36Q: 3 clusters Score -456435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -456436.062500 Penalty: 4084.344238
	Iteration 37Q: 3 clusters Score -456436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -456438.062500 Penalty: 4084.344238
	Iteration 38Q: 3 clusters Score -456438.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -456439.656250 Penalty: 4084.344238
	Iteration 39Q: 3 clusters Score -456439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -456442.062500 Penalty: 4084.344238
	Iteration 40F: 3 clusters Score -456442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -456443.843750 Penalty: 4084.344238
	Iteration 41Q: 3 clusters Score -456443.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -456446.531250 Penalty: 4084.344238
	Iteration 42Q: 3 clusters Score -456446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -456446.500000 Penalty: 4084.344238
	Iteration 43Q: 3 clusters Score -456446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -456447.312500 Penalty: 4084.344238
	Iteration 44Q: 3 clusters Score -456447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -456447.687500 Penalty: 4084.344238
	Iteration 45Q: 3 clusters Score -456447.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -456447.781250 Penalty: 4084.344238
	Iteration 46Q: 3 clusters Score -456447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -456447.906250 Penalty: 4084.344238
	Iteration 47Q: 3 clusters Score -456447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -456448.250000 Penalty: 4084.344238
	Iteration 48Q: 3 clusters Score -456448.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -456447.687500 Penalty: 4084.344238
	Iteration 49Q: 3 clusters Score -456447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -456450.312500 Penalty: 4084.344238
	Iteration 50Q: 3 clusters Score -456450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -456450.656250 Penalty: 4084.344238
	Iteration 51Q: 3 clusters Score -456450.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -456452.406250 Penalty: 4084.344238
	Iteration 52Q: 3 clusters Score -456452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -456454.687500 Penalty: 4084.344238
	Iteration 53Q: 3 clusters Score -456454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -456455.343750 Penalty: 4084.344238
	Iteration 54Q: 3 clusters Score -456455.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -456457.531250 Penalty: 4084.344238
	Iteration 55Q: 3 clusters Score -456457.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -456460.250000 Penalty: 4084.344238
	Iteration 56Q: 3 clusters Score -456460.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -456463.062500 Penalty: 4084.344238
	Iteration 57Q: 3 clusters Score -456463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -456463.281250 Penalty: 4084.344238
	Iteration 58Q: 3 clusters Score -456463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -456464.312500 Penalty: 4084.344238
	Iteration 59Q: 3 clusters Score -456464.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -456464.437500 Penalty: 4084.344238
	Iteration 60F: 3 clusters Score -456464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -456464.531250 Penalty: 4084.344238
	Iteration 61Q: 3 clusters Score -456464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -456465.156250 Penalty: 4084.344238
	Iteration 62Q: 3 clusters Score -456465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -456465.187500 Penalty: 4084.344238
	Iteration 63Q: 3 clusters Score -456465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -456465.187500 Penalty: 4084.344238
	Iteration 64F: 3 clusters Score -456465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40449 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 9457 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 2105 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7706 members 
Mstep: Class 14 contains 3575 members 
Mstep: Class 15 contains 9223 members 
Mstep: Class 16 contains 26868 members 
Mstep: Class 17 contains 9444 members 
Mstep: Class 18 contains 17653 members 
Mstep: Class 19 contains 11364 members 
Mstep: Class 20 contains 3214 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13171 members 
Mstep: Class 24 contains 17380 members 
Mstep: Class 25 contains 13587 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24404 members 
Mstep: Class 28 contains 5588 members 
Mstep: Class 29 contains 5571 members 
Mstep: Class 30 contains 5721 members 
Mstep: Class 31 contains 3781 members 
Mstep: Class 32 contains 6589 members 
Mstep: Class 33 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710340.000000 Penalty: 106916.710938
Iteration 119Q: 35 clusters Score -3.571034e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40448 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4736 members 
Mstep: Class 8 contains 9418 members 
Mstep: Class 9 contains 9458 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 2097 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7740 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 9217 members 
Mstep: Class 16 contains 26864 members 
Mstep: Class 17 contains 9438 members 
Mstep: Class 18 contains 17596 members 
Mstep: Class 19 contains 11369 members 
Mstep: Class 20 contains 3214 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 17377 members 
Mstep: Class 25 contains 13701 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24421 members 
Mstep: Class 28 contains 5591 members 
Mstep: Class 29 contains 5568 members 
Mstep: Class 30 contains 5722 members 
Mstep: Class 31 contains 3782 members 
Mstep: Class 32 contains 6614 members 
Mstep: Class 33 contains 3772 members 
Mstep: Class 34 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35710864.000000 Penalty: 106916.710938
Iteration 120F: 35 clusters Score -3.571086e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40441 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9423 members 
Mstep: Class 9 contains 9461 members 
Mstep: Class 10 contains 16443 members 
Mstep: Class 11 contains 2091 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7745 members 
Mstep: Class 14 contains 3572 members 
Mstep: Class 15 contains 9213 members 
Mstep: Class 16 contains 26851 members 
Mstep: Class 17 contains 9429 members 
Mstep: Class 18 contains 17565 members 
Mstep: Class 19 contains 11367 members 
Mstep: Class 20 contains 3214 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13105 members 
Mstep: Class 24 contains 17378 members 
Mstep: Class 25 contains 13680 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24436 members 
Mstep: Class 28 contains 5594 members 
Mstep: Class 29 contains 5565 members 
Mstep: Class 30 contains 5727 members 
Mstep: Class 31 contains 3782 members 
Mstep: Class 32 contains 6643 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711148.000000 Penalty: 106916.710938
Iteration 121Q: 35 clusters Score -3.571115e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40430 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9439 members 
Mstep: Class 9 contains 9461 members 
Mstep: Class 10 contains 16434 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 3572 members 
Mstep: Class 15 contains 9219 members 
Mstep: Class 16 contains 26831 members 
Mstep: Class 17 contains 9428 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 11373 members 
Mstep: Class 20 contains 3214 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13099 members 
Mstep: Class 24 contains 17378 members 
Mstep: Class 25 contains 13664 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24451 members 
Mstep: Class 28 contains 5592 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 5731 members 
Mstep: Class 31 contains 3782 members 
Mstep: Class 32 contains 6664 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711248.000000 Penalty: 106916.710938
Iteration 122Q: 35 clusters Score -3.571125e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40433 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9459 members 
Mstep: Class 9 contains 9465 members 
Mstep: Class 10 contains 16426 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7764 members 
Mstep: Class 14 contains 3570 members 
Mstep: Class 15 contains 9227 members 
Mstep: Class 16 contains 26803 members 
Mstep: Class 17 contains 9419 members 
Mstep: Class 18 contains 17540 members 
Mstep: Class 19 contains 11363 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13105 members 
Mstep: Class 24 contains 17382 members 
Mstep: Class 25 contains 13651 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 24453 members 
Mstep: Class 28 contains 5594 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 5734 members 
Mstep: Class 31 contains 3782 members 
Mstep: Class 32 contains 6690 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711444.000000 Penalty: 106916.710938
Iteration 123Q: 35 clusters Score -3.571144e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5559 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40421 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 9470 members 
Mstep: Class 10 contains 16425 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 3569 members 
Mstep: Class 15 contains 9233 members 
Mstep: Class 16 contains 26781 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 17534 members 
Mstep: Class 19 contains 11368 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13110 members 
Mstep: Class 24 contains 17386 members 
Mstep: Class 25 contains 13630 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 24455 members 
Mstep: Class 28 contains 5594 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 5737 members 
Mstep: Class 31 contains 3784 members 
Mstep: Class 32 contains 6721 members 
Mstep: Class 33 contains 3774 members 
Mstep: Class 34 contains 1487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711504.000000 Penalty: 106916.710938
Iteration 124Q: 35 clusters Score -3.57115e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 40411 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9479 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 16425 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 7766 members 
Mstep: Class 14 contains 3567 members 
Mstep: Class 15 contains 9247 members 
Mstep: Class 16 contains 26758 members 
Mstep: Class 17 contains 9401 members 
Mstep: Class 18 contains 17532 members 
Mstep: Class 19 contains 11371 members 
Mstep: Class 20 contains 3209 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13113 members 
Mstep: Class 24 contains 17387 members 
Mstep: Class 25 contains 13617 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 24453 members 
Mstep: Class 28 contains 5596 members 
Mstep: Class 29 contains 5550 members 
Mstep: Class 30 contains 5740 members 
Mstep: Class 31 contains 3785 members 
Mstep: Class 32 contains 6744 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 1489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711636.000000 Penalty: 106916.710938
Iteration 125Q: 35 clusters Score -3.571164e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 40389 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9493 members 
Mstep: Class 9 contains 9482 members 
Mstep: Class 10 contains 16417 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7770 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 26731 members 
Mstep: Class 17 contains 9392 members 
Mstep: Class 18 contains 17539 members 
Mstep: Class 19 contains 11362 members 
Mstep: Class 20 contains 3208 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13113 members 
Mstep: Class 24 contains 17390 members 
Mstep: Class 25 contains 13609 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 24460 members 
Mstep: Class 28 contains 5597 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 5746 members 
Mstep: Class 31 contains 3787 members 
Mstep: Class 32 contains 6766 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711688.000000 Penalty: 106916.710938
Iteration 126Q: 35 clusters Score -3.571169e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 40367 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9497 members 
Mstep: Class 9 contains 9489 members 
Mstep: Class 10 contains 16413 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7768 members 
Mstep: Class 14 contains 3562 members 
Mstep: Class 15 contains 9281 members 
Mstep: Class 16 contains 26699 members 
Mstep: Class 17 contains 9386 members 
Mstep: Class 18 contains 17536 members 
Mstep: Class 19 contains 11354 members 
Mstep: Class 20 contains 3207 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13122 members 
Mstep: Class 24 contains 17392 members 
Mstep: Class 25 contains 13607 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 24463 members 
Mstep: Class 28 contains 5602 members 
Mstep: Class 29 contains 5546 members 
Mstep: Class 30 contains 5751 members 
Mstep: Class 31 contains 3788 members 
Mstep: Class 32 contains 6783 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711764.000000 Penalty: 106916.710938
Iteration 127Q: 35 clusters Score -3.571176e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 40362 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9510 members 
Mstep: Class 9 contains 9494 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 2056 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7760 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 26679 members 
Mstep: Class 17 contains 9378 members 
Mstep: Class 18 contains 17535 members 
Mstep: Class 19 contains 11336 members 
Mstep: Class 20 contains 3207 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13120 members 
Mstep: Class 24 contains 17394 members 
Mstep: Class 25 contains 13603 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24460 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 5757 members 
Mstep: Class 31 contains 3790 members 
Mstep: Class 32 contains 6802 members 
Mstep: Class 33 contains 3774 members 
Mstep: Class 34 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711708.000000 Penalty: 106916.710938
Iteration 128Q: 35 clusters Score -3.571171e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 40363 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9519 members 
Mstep: Class 9 contains 9498 members 
Mstep: Class 10 contains 16410 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7768 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 15 contains 9320 members 
Mstep: Class 16 contains 26660 members 
Mstep: Class 17 contains 9380 members 
Mstep: Class 18 contains 17528 members 
Mstep: Class 19 contains 11313 members 
Mstep: Class 20 contains 3207 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13108 members 
Mstep: Class 24 contains 17397 members 
Mstep: Class 25 contains 13596 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24463 members 
Mstep: Class 28 contains 5603 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 5762 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 6816 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 1495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711820.000000 Penalty: 106916.710938
Iteration 129Q: 35 clusters Score -3.571182e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 14955 members 
Mstep: Class 5 contains 40357 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9531 members 
Mstep: Class 9 contains 9500 members 
Mstep: Class 10 contains 16406 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7772 members 
Mstep: Class 14 contains 3560 members 
Mstep: Class 15 contains 9327 members 
Mstep: Class 16 contains 26637 members 
Mstep: Class 17 contains 9382 members 
Mstep: Class 18 contains 17520 members 
Mstep: Class 19 contains 11297 members 
Mstep: Class 20 contains 3207 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13110 members 
Mstep: Class 24 contains 17405 members 
Mstep: Class 25 contains 13591 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24473 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 5548 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 6826 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711820.000000 Penalty: 106916.710938
Iteration 130Q: 35 clusters Score -3.571182e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40346 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9537 members 
Mstep: Class 9 contains 9502 members 
Mstep: Class 10 contains 16409 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7775 members 
Mstep: Class 14 contains 3558 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 26623 members 
Mstep: Class 17 contains 9387 members 
Mstep: Class 18 contains 17506 members 
Mstep: Class 19 contains 11283 members 
Mstep: Class 20 contains 3206 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13115 members 
Mstep: Class 24 contains 17407 members 
Mstep: Class 25 contains 13588 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24482 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 5549 members 
Mstep: Class 30 contains 5769 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 6833 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711876.000000 Penalty: 106916.710938
Iteration 131Q: 35 clusters Score -3.571188e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40335 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9548 members 
Mstep: Class 9 contains 9503 members 
Mstep: Class 10 contains 16406 members 
Mstep: Class 11 contains 2057 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 7772 members 
Mstep: Class 14 contains 3557 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 26612 members 
Mstep: Class 17 contains 9381 members 
Mstep: Class 18 contains 17500 members 
Mstep: Class 19 contains 11270 members 
Mstep: Class 20 contains 3204 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13127 members 
Mstep: Class 24 contains 17410 members 
Mstep: Class 25 contains 13583 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24492 members 
Mstep: Class 28 contains 5605 members 
Mstep: Class 29 contains 5549 members 
Mstep: Class 30 contains 5776 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 6835 members 
Mstep: Class 33 contains 3775 members 
Mstep: Class 34 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711928.000000 Penalty: 106916.710938
Iteration 132Q: 35 clusters Score -3.571193e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40329 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9564 members 
Mstep: Class 9 contains 9505 members 
Mstep: Class 10 contains 16405 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 7774 members 
Mstep: Class 14 contains 3556 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 26600 members 
Mstep: Class 17 contains 9381 members 
Mstep: Class 18 contains 17502 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13131 members 
Mstep: Class 24 contains 17412 members 
Mstep: Class 25 contains 13579 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24496 members 
Mstep: Class 28 contains 5604 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 5781 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 6839 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711856.000000 Penalty: 106916.710938
Iteration 133Q: 35 clusters Score -3.571186e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5541 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40325 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9574 members 
Mstep: Class 9 contains 9508 members 
Mstep: Class 10 contains 16395 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7775 members 
Mstep: Class 14 contains 3554 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 26590 members 
Mstep: Class 17 contains 9373 members 
Mstep: Class 18 contains 17502 members 
Mstep: Class 19 contains 11253 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13135 members 
Mstep: Class 24 contains 17412 members 
Mstep: Class 25 contains 13574 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24502 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 5548 members 
Mstep: Class 30 contains 5785 members 
Mstep: Class 31 contains 3792 members 
Mstep: Class 32 contains 6842 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711984.000000 Penalty: 106916.710938
Iteration 134Q: 35 clusters Score -3.571198e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5540 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40334 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9577 members 
Mstep: Class 9 contains 9510 members 
Mstep: Class 10 contains 16395 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7777 members 
Mstep: Class 14 contains 3553 members 
Mstep: Class 15 contains 9372 members 
Mstep: Class 16 contains 26577 members 
Mstep: Class 17 contains 9365 members 
Mstep: Class 18 contains 17497 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13140 members 
Mstep: Class 24 contains 17417 members 
Mstep: Class 25 contains 13568 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24500 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 5548 members 
Mstep: Class 30 contains 5789 members 
Mstep: Class 31 contains 3793 members 
Mstep: Class 32 contains 6841 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711996.000000 Penalty: 106916.710938
Iteration 135Q: 35 clusters Score -3.5712e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 40335 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9585 members 
Mstep: Class 9 contains 9510 members 
Mstep: Class 10 contains 16390 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7778 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 9383 members 
Mstep: Class 16 contains 26574 members 
Mstep: Class 17 contains 9362 members 
Mstep: Class 18 contains 17492 members 
Mstep: Class 19 contains 11253 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13140 members 
Mstep: Class 24 contains 17417 members 
Mstep: Class 25 contains 13562 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 24498 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 5791 members 
Mstep: Class 31 contains 3793 members 
Mstep: Class 32 contains 6842 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711988.000000 Penalty: 106916.710938
Iteration 136Q: 35 clusters Score -3.571199e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5533 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 40324 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9595 members 
Mstep: Class 9 contains 9511 members 
Mstep: Class 10 contains 16387 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7778 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 9396 members 
Mstep: Class 16 contains 26568 members 
Mstep: Class 17 contains 9359 members 
Mstep: Class 18 contains 17487 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 17418 members 
Mstep: Class 25 contains 13557 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24497 members 
Mstep: Class 28 contains 5606 members 
Mstep: Class 29 contains 5546 members 
Mstep: Class 30 contains 5797 members 
Mstep: Class 31 contains 3795 members 
Mstep: Class 32 contains 6843 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712068.000000 Penalty: 106916.710938
Iteration 137Q: 35 clusters Score -3.571207e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 40313 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9599 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 16388 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7780 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 15 contains 9402 members 
Mstep: Class 16 contains 26559 members 
Mstep: Class 17 contains 9356 members 
Mstep: Class 18 contains 17481 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13152 members 
Mstep: Class 24 contains 17418 members 
Mstep: Class 25 contains 13556 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24501 members 
Mstep: Class 28 contains 5608 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 5799 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 6844 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712096.000000 Penalty: 106916.710938
Iteration 138Q: 35 clusters Score -3.57121e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 40308 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9606 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 16388 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9402 members 
Mstep: Class 16 contains 26546 members 
Mstep: Class 17 contains 9352 members 
Mstep: Class 18 contains 17478 members 
Mstep: Class 19 contains 11249 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13151 members 
Mstep: Class 24 contains 17420 members 
Mstep: Class 25 contains 13551 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24504 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 5546 members 
Mstep: Class 30 contains 5806 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 6845 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712064.000000 Penalty: 106916.710938
Iteration 139Q: 35 clusters Score -3.571206e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 40294 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 16389 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 9403 members 
Mstep: Class 16 contains 26538 members 
Mstep: Class 17 contains 9349 members 
Mstep: Class 18 contains 17483 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1293 members 
Mstep: Class 23 contains 13158 members 
Mstep: Class 24 contains 17423 members 
Mstep: Class 25 contains 13550 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24495 members 
Mstep: Class 28 contains 5611 members 
Mstep: Class 29 contains 5546 members 
Mstep: Class 30 contains 5814 members 
Mstep: Class 31 contains 3796 members 
Mstep: Class 32 contains 6848 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712108.000000 Penalty: 106916.710938
Iteration 140F: 35 clusters Score -3.571211e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 40286 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9615 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 16382 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 9398 members 
Mstep: Class 16 contains 26529 members 
Mstep: Class 17 contains 9346 members 
Mstep: Class 18 contains 17484 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 3197 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1293 members 
Mstep: Class 23 contains 13175 members 
Mstep: Class 24 contains 17424 members 
Mstep: Class 25 contains 13547 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24491 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 5819 members 
Mstep: Class 31 contains 3797 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712192.000000 Penalty: 106916.710938
Iteration 141Q: 35 clusters Score -3.571219e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5532 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 40275 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9622 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 16375 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 9403 members 
Mstep: Class 16 contains 26520 members 
Mstep: Class 17 contains 9349 members 
Mstep: Class 18 contains 17479 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 1545 members 
Mstep: Class 22 contains 1293 members 
Mstep: Class 23 contains 13185 members 
Mstep: Class 24 contains 17427 members 
Mstep: Class 25 contains 13544 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24489 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 5546 members 
Mstep: Class 30 contains 5822 members 
Mstep: Class 31 contains 3799 members 
Mstep: Class 32 contains 6859 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712212.000000 Penalty: 106916.710938
Iteration 142Q: 35 clusters Score -3.571221e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 40271 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9627 members 
Mstep: Class 9 contains 9514 members 
Mstep: Class 10 contains 16373 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 9401 members 
Mstep: Class 16 contains 26513 members 
Mstep: Class 17 contains 9352 members 
Mstep: Class 18 contains 17477 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13192 members 
Mstep: Class 24 contains 17430 members 
Mstep: Class 25 contains 13539 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24489 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 5824 members 
Mstep: Class 31 contains 3800 members 
Mstep: Class 32 contains 6862 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712204.000000 Penalty: 106916.710938
Iteration 143Q: 35 clusters Score -3.57122e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 40266 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9627 members 
Mstep: Class 9 contains 9515 members 
Mstep: Class 10 contains 16369 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 9404 members 
Mstep: Class 16 contains 26507 members 
Mstep: Class 17 contains 9351 members 
Mstep: Class 18 contains 17475 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13204 members 
Mstep: Class 24 contains 17432 members 
Mstep: Class 25 contains 13536 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24486 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 5542 members 
Mstep: Class 30 contains 5827 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712116.000000 Penalty: 106916.710938
Iteration 144Q: 35 clusters Score -3.571212e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 40246 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9628 members 
Mstep: Class 9 contains 9517 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 9402 members 
Mstep: Class 16 contains 26501 members 
Mstep: Class 17 contains 9347 members 
Mstep: Class 18 contains 17475 members 
Mstep: Class 19 contains 11247 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13211 members 
Mstep: Class 24 contains 17435 members 
Mstep: Class 25 contains 13536 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24489 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 5541 members 
Mstep: Class 30 contains 5839 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712204.000000 Penalty: 106916.710938
Iteration 145Q: 35 clusters Score -3.57122e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 14958 members 
Mstep: Class 5 contains 40238 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9637 members 
Mstep: Class 9 contains 9520 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7795 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 26496 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17463 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13217 members 
Mstep: Class 24 contains 17435 members 
Mstep: Class 25 contains 13531 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24490 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5853 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6864 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712180.000000 Penalty: 106916.710938
Iteration 146Q: 35 clusters Score -3.571218e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40224 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9643 members 
Mstep: Class 9 contains 9522 members 
Mstep: Class 10 contains 16375 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7795 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 9401 members 
Mstep: Class 16 contains 26493 members 
Mstep: Class 17 contains 9343 members 
Mstep: Class 18 contains 17458 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 17434 members 
Mstep: Class 25 contains 13529 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24494 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5861 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6866 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712224.000000 Penalty: 106916.710938
Iteration 147Q: 35 clusters Score -3.571222e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40216 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9644 members 
Mstep: Class 9 contains 9523 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7794 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9408 members 
Mstep: Class 16 contains 26488 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17450 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13220 members 
Mstep: Class 24 contains 17437 members 
Mstep: Class 25 contains 13527 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24494 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5873 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6871 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712168.000000 Penalty: 106916.710938
Iteration 148Q: 35 clusters Score -3.571217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40216 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9644 members 
Mstep: Class 9 contains 9525 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9411 members 
Mstep: Class 16 contains 26481 members 
Mstep: Class 17 contains 9342 members 
Mstep: Class 18 contains 17443 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 17439 members 
Mstep: Class 25 contains 13526 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 24496 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5882 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6873 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712148.000000 Penalty: 106916.710938
Iteration 149Q: 35 clusters Score -3.571215e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5531 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40211 members 
Mstep: Class 6 contains 5976 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9646 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 9413 members 
Mstep: Class 16 contains 26481 members 
Mstep: Class 17 contains 9341 members 
Mstep: Class 18 contains 17438 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 17439 members 
Mstep: Class 25 contains 13525 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 24491 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 5541 members 
Mstep: Class 30 contains 5890 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6881 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712200.000000 Penalty: 106916.710938
Iteration 150Q: 35 clusters Score -3.57122e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40209 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9644 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 11 contains 2062 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9412 members 
Mstep: Class 16 contains 26475 members 
Mstep: Class 17 contains 9342 members 
Mstep: Class 18 contains 17435 members 
Mstep: Class 19 contains 11235 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 17440 members 
Mstep: Class 25 contains 13522 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 24490 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 5541 members 
Mstep: Class 30 contains 5894 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6890 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712156.000000 Penalty: 106916.710938
Iteration 151Q: 35 clusters Score -3.571216e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40203 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9647 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9412 members 
Mstep: Class 16 contains 26470 members 
Mstep: Class 17 contains 9344 members 
Mstep: Class 18 contains 17429 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13221 members 
Mstep: Class 24 contains 17440 members 
Mstep: Class 25 contains 13521 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 24490 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 5541 members 
Mstep: Class 30 contains 5897 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6894 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712108.000000 Penalty: 106916.710938
Iteration 152Q: 35 clusters Score -3.571211e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40197 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9650 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16372 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9414 members 
Mstep: Class 16 contains 26461 members 
Mstep: Class 17 contains 9344 members 
Mstep: Class 18 contains 17426 members 
Mstep: Class 19 contains 11239 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13223 members 
Mstep: Class 24 contains 17441 members 
Mstep: Class 25 contains 13518 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 24492 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 5541 members 
Mstep: Class 30 contains 5902 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6898 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712140.000000 Penalty: 106916.710938
Iteration 153Q: 35 clusters Score -3.571214e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40193 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9652 members 
Mstep: Class 9 contains 9526 members 
Mstep: Class 10 contains 16372 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9412 members 
Mstep: Class 16 contains 26455 members 
Mstep: Class 17 contains 9344 members 
Mstep: Class 18 contains 17425 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 17442 members 
Mstep: Class 25 contains 13519 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 24493 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5902 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6907 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712144.000000 Penalty: 106916.710938
Iteration 154Q: 35 clusters Score -3.571214e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40190 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9652 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16375 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9408 members 
Mstep: Class 16 contains 26450 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17421 members 
Mstep: Class 19 contains 11242 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1547 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 17442 members 
Mstep: Class 25 contains 13519 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 24493 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5902 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6919 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712132.000000 Penalty: 106916.710938
Iteration 155Q: 35 clusters Score -3.571213e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40182 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9653 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9408 members 
Mstep: Class 16 contains 26448 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17417 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13226 members 
Mstep: Class 24 contains 17444 members 
Mstep: Class 25 contains 13520 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24491 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5902 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6924 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712232.000000 Penalty: 106916.710938
Iteration 156Q: 35 clusters Score -3.571223e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40176 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9654 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9411 members 
Mstep: Class 16 contains 26443 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17411 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 17445 members 
Mstep: Class 25 contains 13525 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24490 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5907 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6929 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712184.000000 Penalty: 106916.710938
Iteration 157Q: 35 clusters Score -3.571218e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40173 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9662 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 9406 members 
Mstep: Class 16 contains 26439 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17407 members 
Mstep: Class 19 contains 11250 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 17444 members 
Mstep: Class 25 contains 13523 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24493 members 
Mstep: Class 28 contains 5613 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5907 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6929 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712192.000000 Penalty: 106916.710938
Iteration 158Q: 35 clusters Score -3.571219e+07 nChanged 60
Entering ConstructFrom: 
Score: -35712192.000000 Penalty: 106916.710938
Entering ConstructFrom: 
Trying to split cluster 1 (6850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Entering Unmasked Estep 
Score: -611337.875000 Penalty: 2190.336914
	Iteration 0F: 2 clusters Score -611337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -605623.500000 Penalty: 4380.673828
	Iteration 0F: 3 clusters Score -605623.5 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -607294.375000 Penalty: 4380.673828
	Iteration 1F: 3 clusters Score -607294.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -607594.312500 Penalty: 4380.673828
	Iteration 2F: 3 clusters Score -607594.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -607820.875000 Penalty: 4380.673828
	Iteration 3F: 3 clusters Score -607820.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -608009.937500 Penalty: 4380.673828
	Iteration 4Q: 3 clusters Score -608009.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -608176.625000 Penalty: 4380.673828
	Iteration 5Q: 3 clusters Score -608176.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -608346.937500 Penalty: 4380.673828
	Iteration 6Q: 3 clusters Score -608346.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -608493.625000 Penalty: 4380.673828
	Iteration 7Q: 3 clusters Score -608493.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -608609.625000 Penalty: 4380.673828
	Iteration 8Q: 3 clusters Score -608609.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -608732.187500 Penalty: 4380.673828
	Iteration 9Q: 3 clusters Score -608732.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -608843.000000 Penalty: 4380.673828
	Iteration 10Q: 3 clusters Score -608843 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -608948.562500 Penalty: 4380.673828
	Iteration 11Q: 3 clusters Score -608948.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -609038.250000 Penalty: 4380.673828
	Iteration 12Q: 3 clusters Score -609038.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -609101.187500 Penalty: 4380.673828
	Iteration 13Q: 3 clusters Score -609101.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -609164.937500 Penalty: 4380.673828
	Iteration 14Q: 3 clusters Score -609164.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -609217.375000 Penalty: 4380.673828
	Iteration 15Q: 3 clusters Score -609217.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -609262.062500 Penalty: 4380.673828
	Iteration 16Q: 3 clusters Score -609262.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -609294.750000 Penalty: 4380.673828
	Iteration 17Q: 3 clusters Score -609294.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -609326.875000 Penalty: 4380.673828
	Iteration 18Q: 3 clusters Score -609326.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -609364.562500 Penalty: 4380.673828
	Iteration 19Q: 3 clusters Score -609364.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -609394.062500 Penalty: 4380.673828
	Iteration 20F: 3 clusters Score -609394.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -609419.750000 Penalty: 4380.673828
	Iteration 21Q: 3 clusters Score -609419.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -609435.437500 Penalty: 4380.673828
	Iteration 22Q: 3 clusters Score -609435.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -609451.937500 Penalty: 4380.673828
	Iteration 23Q: 3 clusters Score -609451.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -609466.875000 Penalty: 4380.673828
	Iteration 24Q: 3 clusters Score -609466.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -609477.937500 Penalty: 4380.673828
	Iteration 25Q: 3 clusters Score -609477.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -609488.250000 Penalty: 4380.673828
	Iteration 26Q: 3 clusters Score -609488.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -609495.875000 Penalty: 4380.673828
	Iteration 27Q: 3 clusters Score -609495.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -609504.812500 Penalty: 4380.673828
	Iteration 28Q: 3 clusters Score -609504.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -609507.750000 Penalty: 4380.673828
	Iteration 29Q: 3 clusters Score -609507.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -609510.625000 Penalty: 4380.673828
	Iteration 30Q: 3 clusters Score -609510.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -609514.875000 Penalty: 4380.673828
	Iteration 31Q: 3 clusters Score -609514.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -609523.437500 Penalty: 4380.673828
	Iteration 32Q: 3 clusters Score -609523.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -609526.625000 Penalty: 4380.673828
	Iteration 33Q: 3 clusters Score -609526.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -609531.750000 Penalty: 4380.673828
	Iteration 34Q: 3 clusters Score -609531.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -609538.812500 Penalty: 4380.673828
	Iteration 35Q: 3 clusters Score -609538.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -609544.312500 Penalty: 4380.673828
	Iteration 36Q: 3 clusters Score -609544.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -609548.812500 Penalty: 4380.673828
	Iteration 37Q: 3 clusters Score -609548.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -609556.687500 Penalty: 4380.673828
	Iteration 38Q: 3 clusters Score -609556.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -609562.187500 Penalty: 4380.673828
	Iteration 39Q: 3 clusters Score -609562.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -609565.187500 Penalty: 4380.673828
	Iteration 40F: 3 clusters Score -609565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -609570.125000 Penalty: 4380.673828
	Iteration 41Q: 3 clusters Score -609570.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -609574.750000 Penalty: 4380.673828
	Iteration 42Q: 3 clusters Score -609574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -609576.437500 Penalty: 4380.673828
	Iteration 43Q: 3 clusters Score -609576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -609579.750000 Penalty: 4380.673828
	Iteration 44Q: 3 clusters Score -609579.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -609582.687500 Penalty: 4380.673828
	Iteration 45Q: 3 clusters Score -609582.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -609586.000000 Penalty: 4380.673828
	Iteration 46Q: 3 clusters Score -609586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -609589.687500 Penalty: 4380.673828
	Iteration 47Q: 3 clusters Score -609589.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -609591.312500 Penalty: 4380.673828
	Iteration 48Q: 3 clusters Score -609591.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -609593.562500 Penalty: 4380.673828
	Iteration 49Q: 3 clusters Score -609593.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -609594.437500 Penalty: 4380.673828
	Iteration 50Q: 3 clusters Score -609594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -609594.812500 Penalty: 4380.673828
	Iteration 51Q: 3 clusters Score -609594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -609597.437500 Penalty: 4380.673828
	Iteration 52Q: 3 clusters Score -609597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -609597.500000 Penalty: 4380.673828
	Iteration 53Q: 3 clusters Score -609597.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -609597.500000 Penalty: 4380.673828
	Iteration 54F: 3 clusters Score -609597.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Entering Unmasked Estep 
Score: -541899.312500 Penalty: 2137.115234
	Iteration 0F: 2 clusters Score -541899.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -537014.937500 Penalty: 4274.230469
	Iteration 0F: 3 clusters Score -537014.9 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -538266.437500 Penalty: 4274.230469
	Iteration 1F: 3 clusters Score -538266.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -538573.812500 Penalty: 4274.230469
	Iteration 2F: 3 clusters Score -538573.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -538814.937500 Penalty: 4274.230469
	Iteration 3F: 3 clusters Score -538814.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -539027.125000 Penalty: 4274.230469
	Iteration 4F: 3 clusters Score -539027.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -539193.625000 Penalty: 4274.230469
	Iteration 5Q: 3 clusters Score -539193.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -539346.937500 Penalty: 4274.230469
	Iteration 6Q: 3 clusters Score -539346.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -539481.562500 Penalty: 4274.230469
	Iteration 7Q: 3 clusters Score -539481.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -539629.875000 Penalty: 4274.230469
	Iteration 8Q: 3 clusters Score -539629.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -539758.062500 Penalty: 4274.230469
	Iteration 9Q: 3 clusters Score -539758.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -539878.250000 Penalty: 4274.230469
	Iteration 10Q: 3 clusters Score -539878.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -539988.812500 Penalty: 4274.230469
	Iteration 11Q: 3 clusters Score -539988.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -540072.812500 Penalty: 4274.230469
	Iteration 12Q: 3 clusters Score -540072.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -540132.937500 Penalty: 4274.230469
	Iteration 13Q: 3 clusters Score -540132.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -540194.000000 Penalty: 4274.230469
	Iteration 14Q: 3 clusters Score -540194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -540245.937500 Penalty: 4274.230469
	Iteration 15Q: 3 clusters Score -540245.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -540280.750000 Penalty: 4274.230469
	Iteration 16Q: 3 clusters Score -540280.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -540306.625000 Penalty: 4274.230469
	Iteration 17Q: 3 clusters Score -540306.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -540330.500000 Penalty: 4274.230469
	Iteration 18Q: 3 clusters Score -540330.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -540348.562500 Penalty: 4274.230469
	Iteration 19Q: 3 clusters Score -540348.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -540366.062500 Penalty: 4274.230469
	Iteration 20F: 3 clusters Score -540366.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -540378.187500 Penalty: 4274.230469
	Iteration 21Q: 3 clusters Score -540378.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -540388.875000 Penalty: 4274.230469
	Iteration 22Q: 3 clusters Score -540388.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -540394.000000 Penalty: 4274.230469
	Iteration 23Q: 3 clusters Score -540394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -540400.062500 Penalty: 4274.230469
	Iteration 24Q: 3 clusters Score -540400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -540407.937500 Penalty: 4274.230469
	Iteration 25Q: 3 clusters Score -540407.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -540413.937500 Penalty: 4274.230469
	Iteration 26Q: 3 clusters Score -540413.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -540421.125000 Penalty: 4274.230469
	Iteration 27Q: 3 clusters Score -540421.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -540428.062500 Penalty: 4274.230469
	Iteration 28Q: 3 clusters Score -540428.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -540431.750000 Penalty: 4274.230469
	Iteration 29Q: 3 clusters Score -540431.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -540436.500000 Penalty: 4274.230469
	Iteration 30Q: 3 clusters Score -540436.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -540438.000000 Penalty: 4274.230469
	Iteration 31Q: 3 clusters Score -540438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -540441.375000 Penalty: 4274.230469
	Iteration 32Q: 3 clusters Score -540441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -540443.062500 Penalty: 4274.230469
	Iteration 33Q: 3 clusters Score -540443.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -540443.937500 Penalty: 4274.230469
	Iteration 34Q: 3 clusters Score -540443.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -540445.875000 Penalty: 4274.230469
	Iteration 35Q: 3 clusters Score -540445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -540446.687500 Penalty: 4274.230469
	Iteration 36Q: 3 clusters Score -540446.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -540446.562500 Penalty: 4274.230469
	Iteration 37Q: 3 clusters Score -540446.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -540446.562500 Penalty: 4274.230469
	Iteration 38F: 3 clusters Score -540446.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -437740.406250 Penalty: 2058.531006
	Iteration 0F: 2 clusters Score -437740.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -433862.281250 Penalty: 4117.062012
	Iteration 0F: 3 clusters Score -433862.3 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -434849.250000 Penalty: 4117.062012
	Iteration 1F: 3 clusters Score -434849.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -435148.375000 Penalty: 4117.062012
	Iteration 2F: 3 clusters Score -435148.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -435329.406250 Penalty: 4117.062012
	Iteration 3F: 3 clusters Score -435329.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -435460.156250 Penalty: 4117.062012
	Iteration 4Q: 3 clusters Score -435460.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -435578.968750 Penalty: 4117.062012
	Iteration 5Q: 3 clusters Score -435579 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -435697.531250 Penalty: 4117.062012
	Iteration 6Q: 3 clusters Score -435697.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -435795.375000 Penalty: 4117.062012
	Iteration 7Q: 3 clusters Score -435795.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -435883.000000 Penalty: 4117.062012
	Iteration 8Q: 3 clusters Score -435883 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -435985.125000 Penalty: 4117.062012
	Iteration 9Q: 3 clusters Score -435985.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -436071.000000 Penalty: 4117.062012
	Iteration 10Q: 3 clusters Score -436071 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -436123.843750 Penalty: 4117.062012
	Iteration 11Q: 3 clusters Score -436123.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -436166.375000 Penalty: 4117.062012
	Iteration 12Q: 3 clusters Score -436166.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -436204.437500 Penalty: 4117.062012
	Iteration 13Q: 3 clusters Score -436204.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -436234.406250 Penalty: 4117.062012
	Iteration 14Q: 3 clusters Score -436234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -436248.906250 Penalty: 4117.062012
	Iteration 15Q: 3 clusters Score -436248.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -436260.812500 Penalty: 4117.062012
	Iteration 16Q: 3 clusters Score -436260.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -436279.312500 Penalty: 4117.062012
	Iteration 17Q: 3 clusters Score -436279.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -436298.812500 Penalty: 4117.062012
	Iteration 18Q: 3 clusters Score -436298.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -436318.406250 Penalty: 4117.062012
	Iteration 19Q: 3 clusters Score -436318.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -436333.750000 Penalty: 4117.062012
	Iteration 20F: 3 clusters Score -436333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -436345.718750 Penalty: 4117.062012
	Iteration 21Q: 3 clusters Score -436345.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -436357.312500 Penalty: 4117.062012
	Iteration 22Q: 3 clusters Score -436357.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -436366.093750 Penalty: 4117.062012
	Iteration 23Q: 3 clusters Score -436366.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -436373.406250 Penalty: 4117.062012
	Iteration 24Q: 3 clusters Score -436373.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -436378.156250 Penalty: 4117.062012
	Iteration 25Q: 3 clusters Score -436378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -436381.750000 Penalty: 4117.062012
	Iteration 26Q: 3 clusters Score -436381.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -436382.468750 Penalty: 4117.062012
	Iteration 27Q: 3 clusters Score -436382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -436384.312500 Penalty: 4117.062012
	Iteration 28Q: 3 clusters Score -436384.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -436384.593750 Penalty: 4117.062012
	Iteration 29Q: 3 clusters Score -436384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -436384.468750 Penalty: 4117.062012
	Iteration 30Q: 3 clusters Score -436384.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -436384.937500 Penalty: 4117.062012
	Iteration 31Q: 3 clusters Score -436384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -436384.937500 Penalty: 4117.062012
	Iteration 32F: 3 clusters Score -436384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Entering Unmasked Estep 
Score: -1807744.750000 Penalty: 2384.057617
	Iteration 0F: 2 clusters Score -1807745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1796910.375000 Penalty: 4768.115234
	Iteration 0F: 3 clusters Score -1796910 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1800377.625000 Penalty: 4768.115234
	Iteration 1F: 3 clusters Score -1800378 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1800796.500000 Penalty: 4768.115234
	Iteration 2F: 3 clusters Score -1800796 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1801204.375000 Penalty: 4768.115234
	Iteration 3F: 3 clusters Score -1801204 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1801573.500000 Penalty: 4768.115234
	Iteration 4Q: 3 clusters Score -1801574 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1802037.750000 Penalty: 4768.115234
	Iteration 5F: 3 clusters Score -1802038 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1802702.000000 Penalty: 4768.115234
	Iteration 6F: 3 clusters Score -1802702 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1803464.875000 Penalty: 4768.115234
	Iteration 7F: 3 clusters Score -1803465 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1804220.250000 Penalty: 4768.115234
	Iteration 8F: 3 clusters Score -1804220 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1804818.875000 Penalty: 4768.115234
	Iteration 9F: 3 clusters Score -1804819 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1805295.625000 Penalty: 4768.115234
	Iteration 10Q: 3 clusters Score -1805296 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1805716.250000 Penalty: 4768.115234
	Iteration 11Q: 3 clusters Score -1805716 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1806058.625000 Penalty: 4768.115234
	Iteration 12Q: 3 clusters Score -1806059 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1806351.500000 Penalty: 4768.115234
	Iteration 13Q: 3 clusters Score -1806352 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1806611.375000 Penalty: 4768.115234
	Iteration 14Q: 3 clusters Score -1806611 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1806814.625000 Penalty: 4768.115234
	Iteration 15Q: 3 clusters Score -1806815 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1806951.000000 Penalty: 4768.115234
	Iteration 16Q: 3 clusters Score -1806951 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1807024.000000 Penalty: 4768.115234
	Iteration 17Q: 3 clusters Score -1807024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1807068.375000 Penalty: 4768.115234
	Iteration 18Q: 3 clusters Score -1807068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1807089.250000 Penalty: 4768.115234
	Iteration 19Q: 3 clusters Score -1807089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1807101.125000 Penalty: 4768.115234
	Iteration 20F: 3 clusters Score -1807101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1807108.625000 Penalty: 4768.115234
	Iteration 21Q: 3 clusters Score -1807109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1807116.125000 Penalty: 4768.115234
	Iteration 22Q: 3 clusters Score -1807116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1807120.875000 Penalty: 4768.115234
	Iteration 23Q: 3 clusters Score -1807121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1807127.625000 Penalty: 4768.115234
	Iteration 24Q: 3 clusters Score -1807128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1807126.250000 Penalty: 4768.115234
	Iteration 25Q: 3 clusters Score -1807126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1807127.750000 Penalty: 4768.115234
	Iteration 26Q: 3 clusters Score -1807128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1807132.000000 Penalty: 4768.115234
	Iteration 27Q: 3 clusters Score -1807132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1807131.875000 Penalty: 4768.115234
	Iteration 28Q: 3 clusters Score -1807132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1807131.875000 Penalty: 4768.115234
	Iteration 29F: 3 clusters Score -1807132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Entering Unmasked Estep 
Score: -4432615.500000 Penalty: 2628.998779
	Iteration 0F: 2 clusters Score -4432616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4405317.500000 Penalty: 5257.997559
	Iteration 0F: 3 clusters Score -4405318 nChanged 18510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4415760.500000 Penalty: 5257.997559
	Iteration 1F: 3 clusters Score -4415760 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4416686.500000 Penalty: 5257.997559
	Iteration 2F: 3 clusters Score -4416686 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -4417691.500000 Penalty: 5257.997559
	Iteration 3F: 3 clusters Score -4417692 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4418791.000000 Penalty: 5257.997559
	Iteration 4F: 3 clusters Score -4418791 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -4420058.000000 Penalty: 5257.997559
	Iteration 5F: 3 clusters Score -4420058 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4421373.000000 Penalty: 5257.997559
	Iteration 6F: 3 clusters Score -4421373 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4422712.500000 Penalty: 5257.997559
	Iteration 7F: 3 clusters Score -4422712 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -4424160.000000 Penalty: 5257.997559
	Iteration 8F: 3 clusters Score -4424160 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4425579.000000 Penalty: 5257.997559
	Iteration 9F: 3 clusters Score -4425579 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4426825.000000 Penalty: 5257.997559
	Iteration 10Q: 3 clusters Score -4426825 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -4427841.500000 Penalty: 5257.997559
	Iteration 11Q: 3 clusters Score -4427842 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -4428628.500000 Penalty: 5257.997559
	Iteration 12Q: 3 clusters Score -4428628 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4429236.500000 Penalty: 5257.997559
	Iteration 13Q: 3 clusters Score -4429236 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4429682.000000 Penalty: 5257.997559
	Iteration 14Q: 3 clusters Score -4429682 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4429988.000000 Penalty: 5257.997559
	Iteration 15Q: 3 clusters Score -4429988 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4430189.000000 Penalty: 5257.997559
	Iteration 16Q: 3 clusters Score -4430189 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4430360.000000 Penalty: 5257.997559
	Iteration 17Q: 3 clusters Score -4430360 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4430454.500000 Penalty: 5257.997559
	Iteration 18Q: 3 clusters Score -4430454 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4430537.500000 Penalty: 5257.997559
	Iteration 19Q: 3 clusters Score -4430538 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4430583.000000 Penalty: 5257.997559
	Iteration 20F: 3 clusters Score -4430583 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4430639.500000 Penalty: 5257.997559
	Iteration 21Q: 3 clusters Score -4430640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4430663.500000 Penalty: 5257.997559
	Iteration 22Q: 3 clusters Score -4430664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4430684.500000 Penalty: 5257.997559
	Iteration 23Q: 3 clusters Score -4430684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4430692.500000 Penalty: 5257.997559
	Iteration 24Q: 3 clusters Score -4430692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4430709.500000 Penalty: 5257.997559
	Iteration 25Q: 3 clusters Score -4430710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4430722.500000 Penalty: 5257.997559
	Iteration 26Q: 3 clusters Score -4430722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4430752.500000 Penalty: 5257.997559
	Iteration 27Q: 3 clusters Score -4430752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4430757.000000 Penalty: 5257.997559
	Iteration 28Q: 3 clusters Score -4430757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4430777.500000 Penalty: 5257.997559
	Iteration 29Q: 3 clusters Score -4430778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4430784.500000 Penalty: 5257.997559
	Iteration 30Q: 3 clusters Score -4430784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4430799.000000 Penalty: 5257.997559
	Iteration 31Q: 3 clusters Score -4430799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4430804.500000 Penalty: 5257.997559
	Iteration 32Q: 3 clusters Score -4430804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4430802.000000 Penalty: 5257.997559
	Iteration 33Q: 3 clusters Score -4430802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4430812.500000 Penalty: 5257.997559
	Iteration 34Q: 3 clusters Score -4430812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4430816.500000 Penalty: 5257.997559
	Iteration 35Q: 3 clusters Score -4430816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4430829.500000 Penalty: 5257.997559
	Iteration 36Q: 3 clusters Score -4430830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4430834.500000 Penalty: 5257.997559
	Iteration 37Q: 3 clusters Score -4430834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4430829.500000 Penalty: 5257.997559
	Iteration 38Q: 3 clusters Score -4430830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4430827.000000 Penalty: 5257.997559
	Iteration 39Q: 3 clusters Score -4430827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4430835.000000 Penalty: 5257.997559
	Iteration 40F: 3 clusters Score -4430835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4430832.000000 Penalty: 5257.997559
	Iteration 41Q: 3 clusters Score -4430832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4430833.500000 Penalty: 5257.997559
	Iteration 42Q: 3 clusters Score -4430834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4430833.500000 Penalty: 5257.997559
	Iteration 43F: 3 clusters Score -4430834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Entering Unmasked Estep 
Score: -659686.312500 Penalty: 2156.444092
	Iteration 0F: 2 clusters Score -659686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -654651.750000 Penalty: 4312.888184
	Iteration 0F: 3 clusters Score -654651.8 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -656052.812500 Penalty: 4312.888184
	Iteration 1F: 3 clusters Score -656052.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -656395.312500 Penalty: 4312.888184
	Iteration 2F: 3 clusters Score -656395.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -656699.687500 Penalty: 4312.888184
	Iteration 3F: 3 clusters Score -656699.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -657014.500000 Penalty: 4312.888184
	Iteration 4F: 3 clusters Score -657014.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -657275.750000 Penalty: 4312.888184
	Iteration 5F: 3 clusters Score -657275.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -657486.062500 Penalty: 4312.888184
	Iteration 6Q: 3 clusters Score -657486.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -657649.000000 Penalty: 4312.888184
	Iteration 7Q: 3 clusters Score -657649 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -657772.312500 Penalty: 4312.888184
	Iteration 8Q: 3 clusters Score -657772.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -657847.812500 Penalty: 4312.888184
	Iteration 9Q: 3 clusters Score -657847.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -657899.562500 Penalty: 4312.888184
	Iteration 10Q: 3 clusters Score -657899.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -657935.000000 Penalty: 4312.888184
	Iteration 11Q: 3 clusters Score -657935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -657959.062500 Penalty: 4312.888184
	Iteration 12Q: 3 clusters Score -657959.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -657981.375000 Penalty: 4312.888184
	Iteration 13Q: 3 clusters Score -657981.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -658007.125000 Penalty: 4312.888184
	Iteration 14Q: 3 clusters Score -658007.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -658028.062500 Penalty: 4312.888184
	Iteration 15Q: 3 clusters Score -658028.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -658042.312500 Penalty: 4312.888184
	Iteration 16Q: 3 clusters Score -658042.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -658059.000000 Penalty: 4312.888184
	Iteration 17Q: 3 clusters Score -658059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -658070.250000 Penalty: 4312.888184
	Iteration 18Q: 3 clusters Score -658070.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -658078.000000 Penalty: 4312.888184
	Iteration 19Q: 3 clusters Score -658078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -658085.375000 Penalty: 4312.888184
	Iteration 20F: 3 clusters Score -658085.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -658089.687500 Penalty: 4312.888184
	Iteration 21Q: 3 clusters Score -658089.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -658094.000000 Penalty: 4312.888184
	Iteration 22Q: 3 clusters Score -658094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -658099.062500 Penalty: 4312.888184
	Iteration 23Q: 3 clusters Score -658099.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -658103.000000 Penalty: 4312.888184
	Iteration 24Q: 3 clusters Score -658103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -658108.250000 Penalty: 4312.888184
	Iteration 25Q: 3 clusters Score -658108.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -658113.687500 Penalty: 4312.888184
	Iteration 26Q: 3 clusters Score -658113.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -658118.875000 Penalty: 4312.888184
	Iteration 27Q: 3 clusters Score -658118.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -658120.437500 Penalty: 4312.888184
	Iteration 28Q: 3 clusters Score -658120.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -658122.187500 Penalty: 4312.888184
	Iteration 29Q: 3 clusters Score -658122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -658121.875000 Penalty: 4312.888184
	Iteration 30Q: 3 clusters Score -658121.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -658124.000000 Penalty: 4312.888184
	Iteration 31Q: 3 clusters Score -658124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -658125.000000 Penalty: 4312.888184
	Iteration 32Q: 3 clusters Score -658125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -658125.875000 Penalty: 4312.888184
	Iteration 33Q: 3 clusters Score -658125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -658125.562500 Penalty: 4312.888184
	Iteration 34Q: 3 clusters Score -658125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -658125.562500 Penalty: 4312.888184
	Iteration 35Q: 3 clusters Score -658125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -658126.625000 Penalty: 4312.888184
	Iteration 36Q: 3 clusters Score -658126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -658125.562500 Penalty: 4312.888184
	Iteration 37Q: 3 clusters Score -658125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -658126.250000 Penalty: 4312.888184
	Iteration 38Q: 3 clusters Score -658126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -658126.250000 Penalty: 4312.888184
	Iteration 39F: 3 clusters Score -658126.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Entering Unmasked Estep 
Score: -574081.062500 Penalty: 2098.863525
	Iteration 0F: 2 clusters Score -574081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -569702.562500 Penalty: 4197.727051
	Iteration 0F: 3 clusters Score -569702.6 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -570693.875000 Penalty: 4197.727051
	Iteration 1F: 3 clusters Score -570693.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -570880.125000 Penalty: 4197.727051
	Iteration 2F: 3 clusters Score -570880.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -571011.250000 Penalty: 4197.727051
	Iteration 3Q: 3 clusters Score -571011.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -571114.812500 Penalty: 4197.727051
	Iteration 4Q: 3 clusters Score -571114.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -571204.187500 Penalty: 4197.727051
	Iteration 5Q: 3 clusters Score -571204.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -571292.750000 Penalty: 4197.727051
	Iteration 6Q: 3 clusters Score -571292.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -571377.000000 Penalty: 4197.727051
	Iteration 7Q: 3 clusters Score -571377 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -571441.250000 Penalty: 4197.727051
	Iteration 8Q: 3 clusters Score -571441.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -571511.812500 Penalty: 4197.727051
	Iteration 9Q: 3 clusters Score -571511.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -571577.562500 Penalty: 4197.727051
	Iteration 10Q: 3 clusters Score -571577.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -571640.250000 Penalty: 4197.727051
	Iteration 11Q: 3 clusters Score -571640.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -571704.625000 Penalty: 4197.727051
	Iteration 12Q: 3 clusters Score -571704.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -571802.250000 Penalty: 4197.727051
	Iteration 13Q: 3 clusters Score -571802.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -571914.875000 Penalty: 4197.727051
	Iteration 14Q: 3 clusters Score -571914.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -572037.062500 Penalty: 4197.727051
	Iteration 15Q: 3 clusters Score -572037.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -572132.562500 Penalty: 4197.727051
	Iteration 16Q: 3 clusters Score -572132.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -572209.812500 Penalty: 4197.727051
	Iteration 17Q: 3 clusters Score -572209.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -572277.000000 Penalty: 4197.727051
	Iteration 18Q: 3 clusters Score -572277 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -572334.437500 Penalty: 4197.727051
	Iteration 19Q: 3 clusters Score -572334.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -572376.187500 Penalty: 4197.727051
	Iteration 20F: 3 clusters Score -572376.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -572410.000000 Penalty: 4197.727051
	Iteration 21Q: 3 clusters Score -572410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -572443.125000 Penalty: 4197.727051
	Iteration 22Q: 3 clusters Score -572443.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -572474.250000 Penalty: 4197.727051
	Iteration 23Q: 3 clusters Score -572474.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -572502.437500 Penalty: 4197.727051
	Iteration 24Q: 3 clusters Score -572502.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -572522.750000 Penalty: 4197.727051
	Iteration 25Q: 3 clusters Score -572522.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -572538.437500 Penalty: 4197.727051
	Iteration 26Q: 3 clusters Score -572538.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -572549.625000 Penalty: 4197.727051
	Iteration 27Q: 3 clusters Score -572549.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -572556.625000 Penalty: 4197.727051
	Iteration 28Q: 3 clusters Score -572556.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -572567.062500 Penalty: 4197.727051
	Iteration 29Q: 3 clusters Score -572567.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -572574.250000 Penalty: 4197.727051
	Iteration 30Q: 3 clusters Score -572574.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -572579.125000 Penalty: 4197.727051
	Iteration 31Q: 3 clusters Score -572579.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -572582.812500 Penalty: 4197.727051
	Iteration 32Q: 3 clusters Score -572582.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -572585.062500 Penalty: 4197.727051
	Iteration 33Q: 3 clusters Score -572585.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -572587.750000 Penalty: 4197.727051
	Iteration 34Q: 3 clusters Score -572587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -572590.562500 Penalty: 4197.727051
	Iteration 35Q: 3 clusters Score -572590.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -572592.875000 Penalty: 4197.727051
	Iteration 36Q: 3 clusters Score -572592.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -572595.562500 Penalty: 4197.727051
	Iteration 37Q: 3 clusters Score -572595.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -572596.125000 Penalty: 4197.727051
	Iteration 38Q: 3 clusters Score -572596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -572598.125000 Penalty: 4197.727051
	Iteration 39Q: 3 clusters Score -572598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -572598.250000 Penalty: 4197.727051
	Iteration 40F: 3 clusters Score -572598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Entering Unmasked Estep 
Score: -988801.500000 Penalty: 2275.739746
	Iteration 0F: 2 clusters Score -988801.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -981257.937500 Penalty: 4551.479492
	Iteration 0F: 3 clusters Score -981257.9 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -983669.375000 Penalty: 4551.479492
	Iteration 1F: 3 clusters Score -983669.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -984136.437500 Penalty: 4551.479492
	Iteration 2F: 3 clusters Score -984136.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -984539.125000 Penalty: 4551.479492
	Iteration 3F: 3 clusters Score -984539.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -984860.375000 Penalty: 4551.479492
	Iteration 4F: 3 clusters Score -984860.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -985139.875000 Penalty: 4551.479492
	Iteration 5Q: 3 clusters Score -985139.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -985403.875000 Penalty: 4551.479492
	Iteration 6Q: 3 clusters Score -985403.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -985640.375000 Penalty: 4551.479492
	Iteration 7Q: 3 clusters Score -985640.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -985890.937500 Penalty: 4551.479492
	Iteration 8Q: 3 clusters Score -985890.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -986132.125000 Penalty: 4551.479492
	Iteration 9Q: 3 clusters Score -986132.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -986343.312500 Penalty: 4551.479492
	Iteration 10Q: 3 clusters Score -986343.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -986512.000000 Penalty: 4551.479492
	Iteration 11Q: 3 clusters Score -986512 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -986629.062500 Penalty: 4551.479492
	Iteration 12Q: 3 clusters Score -986629.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -986711.625000 Penalty: 4551.479492
	Iteration 13Q: 3 clusters Score -986711.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -986790.687500 Penalty: 4551.479492
	Iteration 14Q: 3 clusters Score -986790.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -986851.312500 Penalty: 4551.479492
	Iteration 15Q: 3 clusters Score -986851.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -986895.750000 Penalty: 4551.479492
	Iteration 16Q: 3 clusters Score -986895.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -986929.437500 Penalty: 4551.479492
	Iteration 17Q: 3 clusters Score -986929.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -986957.062500 Penalty: 4551.479492
	Iteration 18Q: 3 clusters Score -986957.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -986984.062500 Penalty: 4551.479492
	Iteration 19Q: 3 clusters Score -986984.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -987002.812500 Penalty: 4551.479492
	Iteration 20F: 3 clusters Score -987002.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -987014.500000 Penalty: 4551.479492
	Iteration 21Q: 3 clusters Score -987014.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -987027.187500 Penalty: 4551.479492
	Iteration 22Q: 3 clusters Score -987027.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -987037.500000 Penalty: 4551.479492
	Iteration 23Q: 3 clusters Score -987037.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -987050.437500 Penalty: 4551.479492
	Iteration 24Q: 3 clusters Score -987050.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -987065.187500 Penalty: 4551.479492
	Iteration 25Q: 3 clusters Score -987065.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -987082.812500 Penalty: 4551.479492
	Iteration 26Q: 3 clusters Score -987082.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -987095.125000 Penalty: 4551.479492
	Iteration 27Q: 3 clusters Score -987095.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -987109.750000 Penalty: 4551.479492
	Iteration 28Q: 3 clusters Score -987109.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -987126.187500 Penalty: 4551.479492
	Iteration 29Q: 3 clusters Score -987126.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -987138.812500 Penalty: 4551.479492
	Iteration 30Q: 3 clusters Score -987138.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -987150.812500 Penalty: 4551.479492
	Iteration 31Q: 3 clusters Score -987150.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -987163.062500 Penalty: 4551.479492
	Iteration 32Q: 3 clusters Score -987163.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -987177.687500 Penalty: 4551.479492
	Iteration 33Q: 3 clusters Score -987177.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -987191.687500 Penalty: 4551.479492
	Iteration 34Q: 3 clusters Score -987191.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -987209.062500 Penalty: 4551.479492
	Iteration 35Q: 3 clusters Score -987209.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -987227.375000 Penalty: 4551.479492
	Iteration 36Q: 3 clusters Score -987227.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -987241.750000 Penalty: 4551.479492
	Iteration 37Q: 3 clusters Score -987241.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -987254.000000 Penalty: 4551.479492
	Iteration 38Q: 3 clusters Score -987254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -987264.062500 Penalty: 4551.479492
	Iteration 39Q: 3 clusters Score -987264.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -987278.125000 Penalty: 4551.479492
	Iteration 40F: 3 clusters Score -987278.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -987293.250000 Penalty: 4551.479492
	Iteration 41Q: 3 clusters Score -987293.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -987302.562500 Penalty: 4551.479492
	Iteration 42Q: 3 clusters Score -987302.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -987310.625000 Penalty: 4551.479492
	Iteration 43Q: 3 clusters Score -987310.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -987319.250000 Penalty: 4551.479492
	Iteration 44Q: 3 clusters Score -987319.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -987326.625000 Penalty: 4551.479492
	Iteration 45Q: 3 clusters Score -987326.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -987339.625000 Penalty: 4551.479492
	Iteration 46Q: 3 clusters Score -987339.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -987357.625000 Penalty: 4551.479492
	Iteration 47Q: 3 clusters Score -987357.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -987367.125000 Penalty: 4551.479492
	Iteration 48Q: 3 clusters Score -987367.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -987378.000000 Penalty: 4551.479492
	Iteration 49Q: 3 clusters Score -987378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -987392.000000 Penalty: 4551.479492
	Iteration 50Q: 3 clusters Score -987392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -987395.875000 Penalty: 4551.479492
	Iteration 51Q: 3 clusters Score -987395.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -987397.312500 Penalty: 4551.479492
	Iteration 52Q: 3 clusters Score -987397.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -987402.437500 Penalty: 4551.479492
	Iteration 53Q: 3 clusters Score -987402.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -987407.562500 Penalty: 4551.479492
	Iteration 54Q: 3 clusters Score -987407.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -987409.562500 Penalty: 4551.479492
	Iteration 55Q: 3 clusters Score -987409.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -987415.437500 Penalty: 4551.479492
	Iteration 56Q: 3 clusters Score -987415.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -987417.375000 Penalty: 4551.479492
	Iteration 57Q: 3 clusters Score -987417.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -987418.625000 Penalty: 4551.479492
	Iteration 58Q: 3 clusters Score -987418.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -987421.562500 Penalty: 4551.479492
	Iteration 59Q: 3 clusters Score -987421.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -987421.562500 Penalty: 4551.479492
	Iteration 60F: 3 clusters Score -987421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -987424.062500 Penalty: 4551.479492
	Iteration 61Q: 3 clusters Score -987424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -987424.000000 Penalty: 4551.479492
	Iteration 62Q: 3 clusters Score -987424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -987425.250000 Penalty: 4551.479492
	Iteration 63Q: 3 clusters Score -987425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -987425.750000 Penalty: 4551.479492
	Iteration 64Q: 3 clusters Score -987425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -987426.812500 Penalty: 4551.479492
	Iteration 65Q: 3 clusters Score -987426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -987427.625000 Penalty: 4551.479492
	Iteration 66Q: 3 clusters Score -987427.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -987426.812500 Penalty: 4551.479492
	Iteration 67Q: 3 clusters Score -987426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -987426.812500 Penalty: 4551.479492
	Iteration 68Q: 3 clusters Score -987426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -987426.312500 Penalty: 4551.479492
	Iteration 69Q: 3 clusters Score -987426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -987426.312500 Penalty: 4551.479492
	Iteration 70F: 3 clusters Score -987426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Entering Unmasked Estep 
Score: -1136266.250000 Penalty: 2272.147461
	Iteration 0F: 2 clusters Score -1136266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1128913.250000 Penalty: 4544.294922
	Iteration 0F: 3 clusters Score -1128913 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1130922.500000 Penalty: 4544.294922
	Iteration 1F: 3 clusters Score -1130922 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1131264.125000 Penalty: 4544.294922
	Iteration 2F: 3 clusters Score -1131264 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1131520.500000 Penalty: 4544.294922
	Iteration 3F: 3 clusters Score -1131520 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1131765.000000 Penalty: 4544.294922
	Iteration 4Q: 3 clusters Score -1131765 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1132000.500000 Penalty: 4544.294922
	Iteration 5Q: 3 clusters Score -1132000 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1132193.625000 Penalty: 4544.294922
	Iteration 6Q: 3 clusters Score -1132194 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1132390.750000 Penalty: 4544.294922
	Iteration 7Q: 3 clusters Score -1132391 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1132595.625000 Penalty: 4544.294922
	Iteration 8Q: 3 clusters Score -1132596 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1132781.500000 Penalty: 4544.294922
	Iteration 9Q: 3 clusters Score -1132782 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1132940.875000 Penalty: 4544.294922
	Iteration 10Q: 3 clusters Score -1132941 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1133100.250000 Penalty: 4544.294922
	Iteration 11Q: 3 clusters Score -1133100 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1133258.000000 Penalty: 4544.294922
	Iteration 12Q: 3 clusters Score -1133258 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1133409.750000 Penalty: 4544.294922
	Iteration 13Q: 3 clusters Score -1133410 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1133550.000000 Penalty: 4544.294922
	Iteration 14Q: 3 clusters Score -1133550 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1133710.375000 Penalty: 4544.294922
	Iteration 15Q: 3 clusters Score -1133710 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1133849.500000 Penalty: 4544.294922
	Iteration 16Q: 3 clusters Score -1133850 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1133996.375000 Penalty: 4544.294922
	Iteration 17Q: 3 clusters Score -1133996 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1134134.250000 Penalty: 4544.294922
	Iteration 18Q: 3 clusters Score -1134134 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1134248.000000 Penalty: 4544.294922
	Iteration 19Q: 3 clusters Score -1134248 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1134343.000000 Penalty: 4544.294922
	Iteration 20F: 3 clusters Score -1134343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1134411.125000 Penalty: 4544.294922
	Iteration 21Q: 3 clusters Score -1134411 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1134461.375000 Penalty: 4544.294922
	Iteration 22Q: 3 clusters Score -1134461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1134492.750000 Penalty: 4544.294922
	Iteration 23Q: 3 clusters Score -1134493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1134508.875000 Penalty: 4544.294922
	Iteration 24Q: 3 clusters Score -1134509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1134527.750000 Penalty: 4544.294922
	Iteration 25Q: 3 clusters Score -1134528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1134539.125000 Penalty: 4544.294922
	Iteration 26Q: 3 clusters Score -1134539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1134546.125000 Penalty: 4544.294922
	Iteration 27Q: 3 clusters Score -1134546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1134549.750000 Penalty: 4544.294922
	Iteration 28Q: 3 clusters Score -1134550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1134553.250000 Penalty: 4544.294922
	Iteration 29Q: 3 clusters Score -1134553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1134559.500000 Penalty: 4544.294922
	Iteration 30Q: 3 clusters Score -1134560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1134559.125000 Penalty: 4544.294922
	Iteration 31Q: 3 clusters Score -1134559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1134566.250000 Penalty: 4544.294922
	Iteration 32Q: 3 clusters Score -1134566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1134567.000000 Penalty: 4544.294922
	Iteration 33Q: 3 clusters Score -1134567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1134570.625000 Penalty: 4544.294922
	Iteration 34Q: 3 clusters Score -1134571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1134573.375000 Penalty: 4544.294922
	Iteration 35Q: 3 clusters Score -1134573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1134573.375000 Penalty: 4544.294922
	Iteration 36Q: 3 clusters Score -1134573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1134573.625000 Penalty: 4544.294922
	Iteration 37Q: 3 clusters Score -1134574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1134575.250000 Penalty: 4544.294922
	Iteration 38Q: 3 clusters Score -1134575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1134575.000000 Penalty: 4544.294922
	Iteration 39Q: 3 clusters Score -1134575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1134575.000000 Penalty: 4544.294922
	Iteration 40F: 3 clusters Score -1134575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Entering Unmasked Estep 
Score: -1950779.625000 Penalty: 2406.516113
	Iteration 0F: 2 clusters Score -1950780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1938999.125000 Penalty: 4813.032227
	Iteration 0F: 3 clusters Score -1938999 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1942940.875000 Penalty: 4813.032227
	Iteration 1F: 3 clusters Score -1942941 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1943526.000000 Penalty: 4813.032227
	Iteration 2F: 3 clusters Score -1943526 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1944177.125000 Penalty: 4813.032227
	Iteration 3F: 3 clusters Score -1944177 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1945016.250000 Penalty: 4813.032227
	Iteration 4F: 3 clusters Score -1945016 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1945893.500000 Penalty: 4813.032227
	Iteration 5F: 3 clusters Score -1945894 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1946754.625000 Penalty: 4813.032227
	Iteration 6F: 3 clusters Score -1946755 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1947407.375000 Penalty: 4813.032227
	Iteration 7F: 3 clusters Score -1947407 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1947830.375000 Penalty: 4813.032227
	Iteration 8Q: 3 clusters Score -1947830 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1948049.500000 Penalty: 4813.032227
	Iteration 9Q: 3 clusters Score -1948050 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1948185.750000 Penalty: 4813.032227
	Iteration 10Q: 3 clusters Score -1948186 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1948271.250000 Penalty: 4813.032227
	Iteration 11Q: 3 clusters Score -1948271 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1948321.500000 Penalty: 4813.032227
	Iteration 12Q: 3 clusters Score -1948322 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1948339.875000 Penalty: 4813.032227
	Iteration 13Q: 3 clusters Score -1948340 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1948361.000000 Penalty: 4813.032227
	Iteration 14Q: 3 clusters Score -1948361 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1948378.000000 Penalty: 4813.032227
	Iteration 15Q: 3 clusters Score -1948378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1948388.000000 Penalty: 4813.032227
	Iteration 16Q: 3 clusters Score -1948388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1948391.375000 Penalty: 4813.032227
	Iteration 17Q: 3 clusters Score -1948391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1948398.000000 Penalty: 4813.032227
	Iteration 18Q: 3 clusters Score -1948398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1948404.625000 Penalty: 4813.032227
	Iteration 19Q: 3 clusters Score -1948405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1948407.000000 Penalty: 4813.032227
	Iteration 20F: 3 clusters Score -1948407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1948409.250000 Penalty: 4813.032227
	Iteration 21Q: 3 clusters Score -1948409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1948417.125000 Penalty: 4813.032227
	Iteration 22Q: 3 clusters Score -1948417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1948416.500000 Penalty: 4813.032227
	Iteration 23Q: 3 clusters Score -1948416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1948420.250000 Penalty: 4813.032227
	Iteration 24Q: 3 clusters Score -1948420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1948421.000000 Penalty: 4813.032227
	Iteration 25Q: 3 clusters Score -1948421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1948420.250000 Penalty: 4813.032227
	Iteration 26Q: 3 clusters Score -1948420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1948420.625000 Penalty: 4813.032227
	Iteration 27Q: 3 clusters Score -1948421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1948420.250000 Penalty: 4813.032227
	Iteration 28Q: 3 clusters Score -1948420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1948423.500000 Penalty: 4813.032227
	Iteration 29Q: 3 clusters Score -1948424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1948429.000000 Penalty: 4813.032227
	Iteration 30Q: 3 clusters Score -1948429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1948432.250000 Penalty: 4813.032227
	Iteration 31Q: 3 clusters Score -1948432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1948428.375000 Penalty: 4813.032227
	Iteration 32Q: 3 clusters Score -1948428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1948427.625000 Penalty: 4813.032227
	Iteration 33Q: 3 clusters Score -1948428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1948427.875000 Penalty: 4813.032227
	Iteration 34Q: 3 clusters Score -1948428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1948427.875000 Penalty: 4813.032227
	Iteration 35F: 3 clusters Score -1948428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -246638.734375 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -246638.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -243977.015625 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -243977 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -244413.265625 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -244413.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -244546.406250 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -244546.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -244626.296875 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -244626.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -244679.093750 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -244679.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -244709.437500 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -244709.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -244729.656250 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -244729.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -244743.171875 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -244743.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -244755.125000 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -244755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -244763.875000 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -244763.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -244767.562500 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -244767.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -244775.109375 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -244775.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -244783.828125 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -244783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -244787.359375 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -244787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -244790.328125 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -244790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -244791.703125 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -244791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -244792.453125 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -244792.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -244792.687500 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -244792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -244793.578125 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -244793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -244793.578125 Penalty: 3784.949463
	Iteration 19F: 3 clusters Score -244793.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -305837.843750 Penalty: 1969.970093
	Iteration 0F: 2 clusters Score -305837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -302756.437500 Penalty: 3939.940186
	Iteration 0F: 3 clusters Score -302756.4 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -303443.781250 Penalty: 3939.940186
	Iteration 1F: 3 clusters Score -303443.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -303734.281250 Penalty: 3939.940186
	Iteration 2F: 3 clusters Score -303734.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -304001.218750 Penalty: 3939.940186
	Iteration 3F: 3 clusters Score -304001.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -304272.687500 Penalty: 3939.940186
	Iteration 4F: 3 clusters Score -304272.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -304499.000000 Penalty: 3939.940186
	Iteration 5F: 3 clusters Score -304499 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -304692.156250 Penalty: 3939.940186
	Iteration 6F: 3 clusters Score -304692.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -304845.562500 Penalty: 3939.940186
	Iteration 7Q: 3 clusters Score -304845.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -304951.593750 Penalty: 3939.940186
	Iteration 8Q: 3 clusters Score -304951.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -305002.968750 Penalty: 3939.940186
	Iteration 9Q: 3 clusters Score -305003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -305029.156250 Penalty: 3939.940186
	Iteration 10Q: 3 clusters Score -305029.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -305043.187500 Penalty: 3939.940186
	Iteration 11Q: 3 clusters Score -305043.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -305052.500000 Penalty: 3939.940186
	Iteration 12Q: 3 clusters Score -305052.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -305061.031250 Penalty: 3939.940186
	Iteration 13Q: 3 clusters Score -305061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -305063.656250 Penalty: 3939.940186
	Iteration 14Q: 3 clusters Score -305063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -305068.343750 Penalty: 3939.940186
	Iteration 15Q: 3 clusters Score -305068.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -305074.156250 Penalty: 3939.940186
	Iteration 16Q: 3 clusters Score -305074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -305076.187500 Penalty: 3939.940186
	Iteration 17Q: 3 clusters Score -305076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -305077.531250 Penalty: 3939.940186
	Iteration 18Q: 3 clusters Score -305077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -305077.593750 Penalty: 3939.940186
	Iteration 19Q: 3 clusters Score -305077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -305079.500000 Penalty: 3939.940186
	Iteration 20F: 3 clusters Score -305079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Entering Unmasked Estep 
Score: -936245.562500 Penalty: 2222.227783
	Iteration 0F: 2 clusters Score -936245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -929945.125000 Penalty: 4444.455566
	Iteration 0F: 3 clusters Score -929945.1 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -931735.312500 Penalty: 4444.455566
	Iteration 1F: 3 clusters Score -931735.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -932013.812500 Penalty: 4444.455566
	Iteration 2F: 3 clusters Score -932013.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -932275.750000 Penalty: 4444.455566
	Iteration 3F: 3 clusters Score -932275.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -932501.937500 Penalty: 4444.455566
	Iteration 4Q: 3 clusters Score -932501.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -932708.250000 Penalty: 4444.455566
	Iteration 5Q: 3 clusters Score -932708.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -932965.062500 Penalty: 4444.455566
	Iteration 6Q: 3 clusters Score -932965.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -933327.687500 Penalty: 4444.455566
	Iteration 7Q: 3 clusters Score -933327.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -933786.125000 Penalty: 4444.455566
	Iteration 8F: 3 clusters Score -933786.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -934248.187500 Penalty: 4444.455566
	Iteration 9F: 3 clusters Score -934248.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -934661.375000 Penalty: 4444.455566
	Iteration 10F: 3 clusters Score -934661.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -934956.250000 Penalty: 4444.455566
	Iteration 11Q: 3 clusters Score -934956.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -935136.062500 Penalty: 4444.455566
	Iteration 12Q: 3 clusters Score -935136.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -935258.250000 Penalty: 4444.455566
	Iteration 13Q: 3 clusters Score -935258.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -935357.812500 Penalty: 4444.455566
	Iteration 14Q: 3 clusters Score -935357.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -935429.812500 Penalty: 4444.455566
	Iteration 15Q: 3 clusters Score -935429.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -935504.750000 Penalty: 4444.455566
	Iteration 16Q: 3 clusters Score -935504.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -935558.437500 Penalty: 4444.455566
	Iteration 17Q: 3 clusters Score -935558.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -935630.062500 Penalty: 4444.455566
	Iteration 18Q: 3 clusters Score -935630.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -935705.000000 Penalty: 4444.455566
	Iteration 19Q: 3 clusters Score -935705 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -935766.000000 Penalty: 4444.455566
	Iteration 20F: 3 clusters Score -935766 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -935821.500000 Penalty: 4444.455566
	Iteration 21Q: 3 clusters Score -935821.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -935865.312500 Penalty: 4444.455566
	Iteration 22Q: 3 clusters Score -935865.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -935893.375000 Penalty: 4444.455566
	Iteration 23Q: 3 clusters Score -935893.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -935915.062500 Penalty: 4444.455566
	Iteration 24Q: 3 clusters Score -935915.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -935931.812500 Penalty: 4444.455566
	Iteration 25Q: 3 clusters Score -935931.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -935944.937500 Penalty: 4444.455566
	Iteration 26Q: 3 clusters Score -935944.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -935952.625000 Penalty: 4444.455566
	Iteration 27Q: 3 clusters Score -935952.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -935962.875000 Penalty: 4444.455566
	Iteration 28Q: 3 clusters Score -935962.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -935975.687500 Penalty: 4444.455566
	Iteration 29Q: 3 clusters Score -935975.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -935985.000000 Penalty: 4444.455566
	Iteration 30Q: 3 clusters Score -935985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -935989.250000 Penalty: 4444.455566
	Iteration 31Q: 3 clusters Score -935989.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -935996.375000 Penalty: 4444.455566
	Iteration 32Q: 3 clusters Score -935996.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -936001.500000 Penalty: 4444.455566
	Iteration 33Q: 3 clusters Score -936001.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -936003.250000 Penalty: 4444.455566
	Iteration 34Q: 3 clusters Score -936003.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -936005.687500 Penalty: 4444.455566
	Iteration 35Q: 3 clusters Score -936005.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -936009.437500 Penalty: 4444.455566
	Iteration 36Q: 3 clusters Score -936009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -936009.312500 Penalty: 4444.455566
	Iteration 37Q: 3 clusters Score -936009.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -936012.500000 Penalty: 4444.455566
	Iteration 38Q: 3 clusters Score -936012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -936011.687500 Penalty: 4444.455566
	Iteration 39Q: 3 clusters Score -936011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -936011.875000 Penalty: 4444.455566
	Iteration 40F: 3 clusters Score -936011.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -936013.500000 Penalty: 4444.455566
	Iteration 41Q: 3 clusters Score -936013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -936016.437500 Penalty: 4444.455566
	Iteration 42Q: 3 clusters Score -936016.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -936016.875000 Penalty: 4444.455566
	Iteration 43Q: 3 clusters Score -936016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -936018.687500 Penalty: 4444.455566
	Iteration 44Q: 3 clusters Score -936018.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -936021.187500 Penalty: 4444.455566
	Iteration 45Q: 3 clusters Score -936021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -936019.875000 Penalty: 4444.455566
	Iteration 46Q: 3 clusters Score -936019.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -936021.250000 Penalty: 4444.455566
	Iteration 47Q: 3 clusters Score -936021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -936025.125000 Penalty: 4444.455566
	Iteration 48Q: 3 clusters Score -936025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -936025.000000 Penalty: 4444.455566
	Iteration 49Q: 3 clusters Score -936025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -936025.500000 Penalty: 4444.455566
	Iteration 50Q: 3 clusters Score -936025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -936024.937500 Penalty: 4444.455566
	Iteration 51Q: 3 clusters Score -936024.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -936026.937500 Penalty: 4444.455566
	Iteration 52Q: 3 clusters Score -936026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -936026.937500 Penalty: 4444.455566
	Iteration 53Q: 3 clusters Score -936026.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -936026.750000 Penalty: 4444.455566
	Iteration 54Q: 3 clusters Score -936026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -936029.562500 Penalty: 4444.455566
	Iteration 55Q: 3 clusters Score -936029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -936029.500000 Penalty: 4444.455566
	Iteration 56Q: 3 clusters Score -936029.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -936029.500000 Penalty: 4444.455566
	Iteration 57F: 3 clusters Score -936029.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -414264.125000 Penalty: 2027.116699
	Iteration 0F: 2 clusters Score -414264.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -410643.875000 Penalty: 4054.233398
	Iteration 0F: 3 clusters Score -410643.9 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -411443.218750 Penalty: 4054.233398
	Iteration 1F: 3 clusters Score -411443.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -411616.312500 Penalty: 4054.233398
	Iteration 2F: 3 clusters Score -411616.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -411723.562500 Penalty: 4054.233398
	Iteration 3Q: 3 clusters Score -411723.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -411813.000000 Penalty: 4054.233398
	Iteration 4Q: 3 clusters Score -411813 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -411896.843750 Penalty: 4054.233398
	Iteration 5Q: 3 clusters Score -411896.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -411963.343750 Penalty: 4054.233398
	Iteration 6Q: 3 clusters Score -411963.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -412025.500000 Penalty: 4054.233398
	Iteration 7Q: 3 clusters Score -412025.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -412094.031250 Penalty: 4054.233398
	Iteration 8Q: 3 clusters Score -412094 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -412148.843750 Penalty: 4054.233398
	Iteration 9Q: 3 clusters Score -412148.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -412209.437500 Penalty: 4054.233398
	Iteration 10Q: 3 clusters Score -412209.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -412259.375000 Penalty: 4054.233398
	Iteration 11Q: 3 clusters Score -412259.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -412289.093750 Penalty: 4054.233398
	Iteration 12Q: 3 clusters Score -412289.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -412314.875000 Penalty: 4054.233398
	Iteration 13Q: 3 clusters Score -412314.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -412343.406250 Penalty: 4054.233398
	Iteration 14Q: 3 clusters Score -412343.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -412364.031250 Penalty: 4054.233398
	Iteration 15Q: 3 clusters Score -412364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -412382.062500 Penalty: 4054.233398
	Iteration 16Q: 3 clusters Score -412382.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -412405.093750 Penalty: 4054.233398
	Iteration 17Q: 3 clusters Score -412405.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -412422.843750 Penalty: 4054.233398
	Iteration 18Q: 3 clusters Score -412422.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -412442.156250 Penalty: 4054.233398
	Iteration 19Q: 3 clusters Score -412442.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -412459.375000 Penalty: 4054.233398
	Iteration 20F: 3 clusters Score -412459.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -412478.281250 Penalty: 4054.233398
	Iteration 21Q: 3 clusters Score -412478.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -412492.656250 Penalty: 4054.233398
	Iteration 22Q: 3 clusters Score -412492.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -412511.156250 Penalty: 4054.233398
	Iteration 23Q: 3 clusters Score -412511.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -412526.187500 Penalty: 4054.233398
	Iteration 24Q: 3 clusters Score -412526.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -412538.687500 Penalty: 4054.233398
	Iteration 25Q: 3 clusters Score -412538.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -412553.187500 Penalty: 4054.233398
	Iteration 26Q: 3 clusters Score -412553.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -412567.781250 Penalty: 4054.233398
	Iteration 27Q: 3 clusters Score -412567.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -412581.625000 Penalty: 4054.233398
	Iteration 28Q: 3 clusters Score -412581.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -412590.906250 Penalty: 4054.233398
	Iteration 29Q: 3 clusters Score -412590.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -412598.375000 Penalty: 4054.233398
	Iteration 30Q: 3 clusters Score -412598.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -412605.406250 Penalty: 4054.233398
	Iteration 31Q: 3 clusters Score -412605.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -412615.500000 Penalty: 4054.233398
	Iteration 32Q: 3 clusters Score -412615.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -412621.343750 Penalty: 4054.233398
	Iteration 33Q: 3 clusters Score -412621.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -412629.906250 Penalty: 4054.233398
	Iteration 34Q: 3 clusters Score -412629.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -412634.250000 Penalty: 4054.233398
	Iteration 35Q: 3 clusters Score -412634.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -412641.031250 Penalty: 4054.233398
	Iteration 36Q: 3 clusters Score -412641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -412646.343750 Penalty: 4054.233398
	Iteration 37Q: 3 clusters Score -412646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -412650.500000 Penalty: 4054.233398
	Iteration 38Q: 3 clusters Score -412650.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -412651.812500 Penalty: 4054.233398
	Iteration 39Q: 3 clusters Score -412651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -412652.062500 Penalty: 4054.233398
	Iteration 40F: 3 clusters Score -412652.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Entering Unmasked Estep 
Score: -1065931.125000 Penalty: 2268.898438
	Iteration 0F: 2 clusters Score -1065931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1058599.625000 Penalty: 4537.796875
	Iteration 0F: 3 clusters Score -1058600 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1060869.500000 Penalty: 4537.796875
	Iteration 1F: 3 clusters Score -1060870 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1061206.500000 Penalty: 4537.796875
	Iteration 2F: 3 clusters Score -1061206 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1061479.250000 Penalty: 4537.796875
	Iteration 3F: 3 clusters Score -1061479 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1061705.500000 Penalty: 4537.796875
	Iteration 4Q: 3 clusters Score -1061706 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1061926.125000 Penalty: 4537.796875
	Iteration 5Q: 3 clusters Score -1061926 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1062128.750000 Penalty: 4537.796875
	Iteration 6Q: 3 clusters Score -1062129 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1062323.750000 Penalty: 4537.796875
	Iteration 7Q: 3 clusters Score -1062324 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1062503.750000 Penalty: 4537.796875
	Iteration 8Q: 3 clusters Score -1062504 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1062672.375000 Penalty: 4537.796875
	Iteration 9Q: 3 clusters Score -1062672 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1062878.750000 Penalty: 4537.796875
	Iteration 10Q: 3 clusters Score -1062879 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1063077.875000 Penalty: 4537.796875
	Iteration 11Q: 3 clusters Score -1063078 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1063260.875000 Penalty: 4537.796875
	Iteration 12Q: 3 clusters Score -1063261 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1063407.375000 Penalty: 4537.796875
	Iteration 13Q: 3 clusters Score -1063407 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1063526.250000 Penalty: 4537.796875
	Iteration 14Q: 3 clusters Score -1063526 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1063612.000000 Penalty: 4537.796875
	Iteration 15Q: 3 clusters Score -1063612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1063676.000000 Penalty: 4537.796875
	Iteration 16Q: 3 clusters Score -1063676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1063726.625000 Penalty: 4537.796875
	Iteration 17Q: 3 clusters Score -1063727 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1063757.125000 Penalty: 4537.796875
	Iteration 18Q: 3 clusters Score -1063757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1063779.375000 Penalty: 4537.796875
	Iteration 19Q: 3 clusters Score -1063779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1063797.250000 Penalty: 4537.796875
	Iteration 20F: 3 clusters Score -1063797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1063819.000000 Penalty: 4537.796875
	Iteration 21Q: 3 clusters Score -1063819 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1063838.875000 Penalty: 4537.796875
	Iteration 22Q: 3 clusters Score -1063839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1063853.500000 Penalty: 4537.796875
	Iteration 23Q: 3 clusters Score -1063854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1063879.875000 Penalty: 4537.796875
	Iteration 24Q: 3 clusters Score -1063880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1063896.250000 Penalty: 4537.796875
	Iteration 25Q: 3 clusters Score -1063896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1063908.625000 Penalty: 4537.796875
	Iteration 26Q: 3 clusters Score -1063909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1063920.250000 Penalty: 4537.796875
	Iteration 27Q: 3 clusters Score -1063920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1063928.500000 Penalty: 4537.796875
	Iteration 28Q: 3 clusters Score -1063928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1063934.500000 Penalty: 4537.796875
	Iteration 29Q: 3 clusters Score -1063934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1063940.125000 Penalty: 4537.796875
	Iteration 30Q: 3 clusters Score -1063940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1063945.875000 Penalty: 4537.796875
	Iteration 31Q: 3 clusters Score -1063946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1063949.375000 Penalty: 4537.796875
	Iteration 32Q: 3 clusters Score -1063949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1063952.000000 Penalty: 4537.796875
	Iteration 33Q: 3 clusters Score -1063952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1063953.500000 Penalty: 4537.796875
	Iteration 34Q: 3 clusters Score -1063954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1063958.000000 Penalty: 4537.796875
	Iteration 35Q: 3 clusters Score -1063958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1063959.625000 Penalty: 4537.796875
	Iteration 36Q: 3 clusters Score -1063960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1063961.750000 Penalty: 4537.796875
	Iteration 37Q: 3 clusters Score -1063962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1063967.625000 Penalty: 4537.796875
	Iteration 38Q: 3 clusters Score -1063968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1063975.375000 Penalty: 4537.796875
	Iteration 39Q: 3 clusters Score -1063975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1063976.875000 Penalty: 4537.796875
	Iteration 40F: 3 clusters Score -1063977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1063982.625000 Penalty: 4537.796875
	Iteration 41Q: 3 clusters Score -1063983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1063989.375000 Penalty: 4537.796875
	Iteration 42Q: 3 clusters Score -1063989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1063994.750000 Penalty: 4537.796875
	Iteration 43Q: 3 clusters Score -1063995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1063998.500000 Penalty: 4537.796875
	Iteration 44Q: 3 clusters Score -1063998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1063999.750000 Penalty: 4537.796875
	Iteration 45Q: 3 clusters Score -1064000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1064003.375000 Penalty: 4537.796875
	Iteration 46Q: 3 clusters Score -1064003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1064006.875000 Penalty: 4537.796875
	Iteration 47Q: 3 clusters Score -1064007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1064012.000000 Penalty: 4537.796875
	Iteration 48Q: 3 clusters Score -1064012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1064020.500000 Penalty: 4537.796875
	Iteration 49Q: 3 clusters Score -1064020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1064029.125000 Penalty: 4537.796875
	Iteration 50Q: 3 clusters Score -1064029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1064037.625000 Penalty: 4537.796875
	Iteration 51Q: 3 clusters Score -1064038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1064050.625000 Penalty: 4537.796875
	Iteration 52Q: 3 clusters Score -1064051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1064060.250000 Penalty: 4537.796875
	Iteration 53Q: 3 clusters Score -1064060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1064068.750000 Penalty: 4537.796875
	Iteration 54Q: 3 clusters Score -1064069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1064074.875000 Penalty: 4537.796875
	Iteration 55Q: 3 clusters Score -1064075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1064079.125000 Penalty: 4537.796875
	Iteration 56Q: 3 clusters Score -1064079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1064082.500000 Penalty: 4537.796875
	Iteration 57Q: 3 clusters Score -1064082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1064083.750000 Penalty: 4537.796875
	Iteration 58Q: 3 clusters Score -1064084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1064085.750000 Penalty: 4537.796875
	Iteration 59Q: 3 clusters Score -1064086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1064092.750000 Penalty: 4537.796875
	Iteration 60F: 3 clusters Score -1064093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1064096.500000 Penalty: 4537.796875
	Iteration 61Q: 3 clusters Score -1064096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1064100.750000 Penalty: 4537.796875
	Iteration 62Q: 3 clusters Score -1064101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1064106.750000 Penalty: 4537.796875
	Iteration 63Q: 3 clusters Score -1064107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1064108.875000 Penalty: 4537.796875
	Iteration 64Q: 3 clusters Score -1064109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1064115.000000 Penalty: 4537.796875
	Iteration 65Q: 3 clusters Score -1064115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1064120.375000 Penalty: 4537.796875
	Iteration 66Q: 3 clusters Score -1064120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1064123.250000 Penalty: 4537.796875
	Iteration 67Q: 3 clusters Score -1064123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1064127.750000 Penalty: 4537.796875
	Iteration 68Q: 3 clusters Score -1064128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1064131.000000 Penalty: 4537.796875
	Iteration 69Q: 3 clusters Score -1064131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1064137.500000 Penalty: 4537.796875
	Iteration 70Q: 3 clusters Score -1064138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1064137.625000 Penalty: 4537.796875
	Iteration 71Q: 3 clusters Score -1064138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1064141.000000 Penalty: 4537.796875
	Iteration 72Q: 3 clusters Score -1064141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1064145.000000 Penalty: 4537.796875
	Iteration 73Q: 3 clusters Score -1064145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1064148.875000 Penalty: 4537.796875
	Iteration 74Q: 3 clusters Score -1064149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1064149.500000 Penalty: 4537.796875
	Iteration 75Q: 3 clusters Score -1064150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1064152.625000 Penalty: 4537.796875
	Iteration 76Q: 3 clusters Score -1064153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1064156.500000 Penalty: 4537.796875
	Iteration 77Q: 3 clusters Score -1064156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1064156.000000 Penalty: 4537.796875
	Iteration 78Q: 3 clusters Score -1064156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1064163.125000 Penalty: 4537.796875
	Iteration 79Q: 3 clusters Score -1064163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1064167.125000 Penalty: 4537.796875
	Iteration 80F: 3 clusters Score -1064167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1064171.125000 Penalty: 4537.796875
	Iteration 81Q: 3 clusters Score -1064171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1064174.000000 Penalty: 4537.796875
	Iteration 82Q: 3 clusters Score -1064174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1064178.625000 Penalty: 4537.796875
	Iteration 83Q: 3 clusters Score -1064179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1064181.375000 Penalty: 4537.796875
	Iteration 84Q: 3 clusters Score -1064181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1064183.375000 Penalty: 4537.796875
	Iteration 85Q: 3 clusters Score -1064183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1064185.375000 Penalty: 4537.796875
	Iteration 86Q: 3 clusters Score -1064185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1064187.125000 Penalty: 4537.796875
	Iteration 87Q: 3 clusters Score -1064187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1064187.500000 Penalty: 4537.796875
	Iteration 88Q: 3 clusters Score -1064188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1064188.375000 Penalty: 4537.796875
	Iteration 89Q: 3 clusters Score -1064188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1064188.250000 Penalty: 4537.796875
	Iteration 90Q: 3 clusters Score -1064188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1064189.875000 Penalty: 4537.796875
	Iteration 91Q: 3 clusters Score -1064190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1064191.125000 Penalty: 4537.796875
	Iteration 92Q: 3 clusters Score -1064191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1064190.125000 Penalty: 4537.796875
	Iteration 93Q: 3 clusters Score -1064190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1064190.125000 Penalty: 4537.796875
	Iteration 94F: 3 clusters Score -1064190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Entering Unmasked Estep 
Score: -3187871.500000 Penalty: 2525.246338
	Iteration 0F: 2 clusters Score -3187872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3169540.500000 Penalty: 5050.492676
	Iteration 0F: 3 clusters Score -3169540 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -3175849.000000 Penalty: 5050.492676
	Iteration 1F: 3 clusters Score -3175849 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3176340.750000 Penalty: 5050.492676
	Iteration 2F: 3 clusters Score -3176341 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3176817.500000 Penalty: 5050.492676
	Iteration 3Q: 3 clusters Score -3176818 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3177277.250000 Penalty: 5050.492676
	Iteration 4Q: 3 clusters Score -3177277 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -3177856.750000 Penalty: 5050.492676
	Iteration 5Q: 3 clusters Score -3177857 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3178512.500000 Penalty: 5050.492676
	Iteration 6Q: 3 clusters Score -3178512 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3179365.500000 Penalty: 5050.492676
	Iteration 7F: 3 clusters Score -3179366 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3180429.750000 Penalty: 5050.492676
	Iteration 8F: 3 clusters Score -3180430 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -3181782.750000 Penalty: 5050.492676
	Iteration 9F: 3 clusters Score -3181783 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3183190.500000 Penalty: 5050.492676
	Iteration 10F: 3 clusters Score -3183190 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3184625.000000 Penalty: 5050.492676
	Iteration 11Q: 3 clusters Score -3184625 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3185592.250000 Penalty: 5050.492676
	Iteration 12Q: 3 clusters Score -3185592 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3186072.250000 Penalty: 5050.492676
	Iteration 13Q: 3 clusters Score -3186072 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3186331.500000 Penalty: 5050.492676
	Iteration 14Q: 3 clusters Score -3186332 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3186489.000000 Penalty: 5050.492676
	Iteration 15Q: 3 clusters Score -3186489 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3186604.750000 Penalty: 5050.492676
	Iteration 16Q: 3 clusters Score -3186605 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3186693.250000 Penalty: 5050.492676
	Iteration 17Q: 3 clusters Score -3186693 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3186760.750000 Penalty: 5050.492676
	Iteration 18Q: 3 clusters Score -3186761 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3186803.500000 Penalty: 5050.492676
	Iteration 19Q: 3 clusters Score -3186804 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3186842.500000 Penalty: 5050.492676
	Iteration 20F: 3 clusters Score -3186842 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3186876.750000 Penalty: 5050.492676
	Iteration 21Q: 3 clusters Score -3186877 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3186911.250000 Penalty: 5050.492676
	Iteration 22Q: 3 clusters Score -3186911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3186919.500000 Penalty: 5050.492676
	Iteration 23Q: 3 clusters Score -3186920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3186934.750000 Penalty: 5050.492676
	Iteration 24Q: 3 clusters Score -3186935 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3186958.750000 Penalty: 5050.492676
	Iteration 25Q: 3 clusters Score -3186959 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3186982.500000 Penalty: 5050.492676
	Iteration 26Q: 3 clusters Score -3186982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3186996.000000 Penalty: 5050.492676
	Iteration 27Q: 3 clusters Score -3186996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3187008.500000 Penalty: 5050.492676
	Iteration 28Q: 3 clusters Score -3187008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3187048.250000 Penalty: 5050.492676
	Iteration 29Q: 3 clusters Score -3187048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3187066.000000 Penalty: 5050.492676
	Iteration 30Q: 3 clusters Score -3187066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3187078.500000 Penalty: 5050.492676
	Iteration 31Q: 3 clusters Score -3187078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3187101.500000 Penalty: 5050.492676
	Iteration 32Q: 3 clusters Score -3187102 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3187115.250000 Penalty: 5050.492676
	Iteration 33Q: 3 clusters Score -3187115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3187138.750000 Penalty: 5050.492676
	Iteration 34Q: 3 clusters Score -3187139 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3187141.500000 Penalty: 5050.492676
	Iteration 35Q: 3 clusters Score -3187142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3187146.500000 Penalty: 5050.492676
	Iteration 36Q: 3 clusters Score -3187146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3187156.000000 Penalty: 5050.492676
	Iteration 37Q: 3 clusters Score -3187156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3187154.750000 Penalty: 5050.492676
	Iteration 38Q: 3 clusters Score -3187155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3187156.750000 Penalty: 5050.492676
	Iteration 39Q: 3 clusters Score -3187157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3187161.000000 Penalty: 5050.492676
	Iteration 40F: 3 clusters Score -3187161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3187171.250000 Penalty: 5050.492676
	Iteration 41Q: 3 clusters Score -3187171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3187176.750000 Penalty: 5050.492676
	Iteration 42Q: 3 clusters Score -3187177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3187177.000000 Penalty: 5050.492676
	Iteration 43Q: 3 clusters Score -3187177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3187183.500000 Penalty: 5050.492676
	Iteration 44Q: 3 clusters Score -3187184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3187185.750000 Penalty: 5050.492676
	Iteration 45Q: 3 clusters Score -3187186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3187191.500000 Penalty: 5050.492676
	Iteration 46Q: 3 clusters Score -3187192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3187199.500000 Penalty: 5050.492676
	Iteration 47Q: 3 clusters Score -3187200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3187200.750000 Penalty: 5050.492676
	Iteration 48Q: 3 clusters Score -3187201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3187200.500000 Penalty: 5050.492676
	Iteration 49Q: 3 clusters Score -3187200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3187211.500000 Penalty: 5050.492676
	Iteration 50Q: 3 clusters Score -3187212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -3187213.750000 Penalty: 5050.492676
	Iteration 51Q: 3 clusters Score -3187214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3187215.500000 Penalty: 5050.492676
	Iteration 52Q: 3 clusters Score -3187216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3187217.000000 Penalty: 5050.492676
	Iteration 53Q: 3 clusters Score -3187217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3187222.500000 Penalty: 5050.492676
	Iteration 54Q: 3 clusters Score -3187222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3187223.750000 Penalty: 5050.492676
	Iteration 55Q: 3 clusters Score -3187224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -3187229.250000 Penalty: 5050.492676
	Iteration 56Q: 3 clusters Score -3187229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3187232.750000 Penalty: 5050.492676
	Iteration 57Q: 3 clusters Score -3187233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3187233.250000 Penalty: 5050.492676
	Iteration 58Q: 3 clusters Score -3187233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3187240.000000 Penalty: 5050.492676
	Iteration 59Q: 3 clusters Score -3187240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3187239.250000 Penalty: 5050.492676
	Iteration 60F: 3 clusters Score -3187239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3187244.250000 Penalty: 5050.492676
	Iteration 61Q: 3 clusters Score -3187244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3187241.500000 Penalty: 5050.492676
	Iteration 62Q: 3 clusters Score -3187242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3187245.750000 Penalty: 5050.492676
	Iteration 63Q: 3 clusters Score -3187246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3187241.750000 Penalty: 5050.492676
	Iteration 64Q: 3 clusters Score -3187242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3187245.500000 Penalty: 5050.492676
	Iteration 65Q: 3 clusters Score -3187246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -3187242.000000 Penalty: 5050.492676
	Iteration 66Q: 3 clusters Score -3187242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3187246.000000 Penalty: 5050.492676
	Iteration 67Q: 3 clusters Score -3187246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3187240.750000 Penalty: 5050.492676
	Iteration 68Q: 3 clusters Score -3187241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3187242.500000 Penalty: 5050.492676
	Iteration 69Q: 3 clusters Score -3187242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3187245.000000 Penalty: 5050.492676
	Iteration 70Q: 3 clusters Score -3187245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3187243.750000 Penalty: 5050.492676
	Iteration 71Q: 3 clusters Score -3187244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -3187242.500000 Penalty: 5050.492676
	Iteration 72Q: 3 clusters Score -3187242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3187243.000000 Penalty: 5050.492676
	Iteration 73Q: 3 clusters Score -3187243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3187244.250000 Penalty: 5050.492676
	Iteration 74Q: 3 clusters Score -3187244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -3187244.250000 Penalty: 5050.492676
	Iteration 75F: 3 clusters Score -3187244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Entering Unmasked Estep 
Score: -921561.750000 Penalty: 2267.390625
	Iteration 0F: 2 clusters Score -921561.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -914377.062500 Penalty: 4534.781250
	Iteration 0F: 3 clusters Score -914377.1 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -916625.375000 Penalty: 4534.781250
	Iteration 1F: 3 clusters Score -916625.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -917186.812500 Penalty: 4534.781250
	Iteration 2F: 3 clusters Score -917186.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -917741.187500 Penalty: 4534.781250
	Iteration 3F: 3 clusters Score -917741.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -918256.812500 Penalty: 4534.781250
	Iteration 4F: 3 clusters Score -918256.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -918709.187500 Penalty: 4534.781250
	Iteration 5F: 3 clusters Score -918709.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -919038.875000 Penalty: 4534.781250
	Iteration 6F: 3 clusters Score -919038.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -919265.437500 Penalty: 4534.781250
	Iteration 7Q: 3 clusters Score -919265.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -919400.125000 Penalty: 4534.781250
	Iteration 8Q: 3 clusters Score -919400.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -919484.437500 Penalty: 4534.781250
	Iteration 9Q: 3 clusters Score -919484.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -919539.625000 Penalty: 4534.781250
	Iteration 10Q: 3 clusters Score -919539.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -919583.937500 Penalty: 4534.781250
	Iteration 11Q: 3 clusters Score -919583.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -919615.000000 Penalty: 4534.781250
	Iteration 12Q: 3 clusters Score -919615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -919651.187500 Penalty: 4534.781250
	Iteration 13Q: 3 clusters Score -919651.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -919679.062500 Penalty: 4534.781250
	Iteration 14Q: 3 clusters Score -919679.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -919713.125000 Penalty: 4534.781250
	Iteration 15Q: 3 clusters Score -919713.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -919739.562500 Penalty: 4534.781250
	Iteration 16Q: 3 clusters Score -919739.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -919768.750000 Penalty: 4534.781250
	Iteration 17Q: 3 clusters Score -919768.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -919801.812500 Penalty: 4534.781250
	Iteration 18Q: 3 clusters Score -919801.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -919832.062500 Penalty: 4534.781250
	Iteration 19Q: 3 clusters Score -919832.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -919858.062500 Penalty: 4534.781250
	Iteration 20F: 3 clusters Score -919858.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -919877.625000 Penalty: 4534.781250
	Iteration 21Q: 3 clusters Score -919877.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -919898.062500 Penalty: 4534.781250
	Iteration 22Q: 3 clusters Score -919898.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -919921.937500 Penalty: 4534.781250
	Iteration 23Q: 3 clusters Score -919921.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -919956.187500 Penalty: 4534.781250
	Iteration 24Q: 3 clusters Score -919956.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -919992.000000 Penalty: 4534.781250
	Iteration 25Q: 3 clusters Score -919992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -920027.750000 Penalty: 4534.781250
	Iteration 26Q: 3 clusters Score -920027.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -920056.875000 Penalty: 4534.781250
	Iteration 27Q: 3 clusters Score -920056.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -920078.875000 Penalty: 4534.781250
	Iteration 28Q: 3 clusters Score -920078.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -920107.687500 Penalty: 4534.781250
	Iteration 29Q: 3 clusters Score -920107.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -920134.312500 Penalty: 4534.781250
	Iteration 30Q: 3 clusters Score -920134.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -920157.375000 Penalty: 4534.781250
	Iteration 31Q: 3 clusters Score -920157.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -920177.375000 Penalty: 4534.781250
	Iteration 32Q: 3 clusters Score -920177.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -920202.125000 Penalty: 4534.781250
	Iteration 33Q: 3 clusters Score -920202.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -920221.687500 Penalty: 4534.781250
	Iteration 34Q: 3 clusters Score -920221.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -920242.062500 Penalty: 4534.781250
	Iteration 35Q: 3 clusters Score -920242.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -920258.312500 Penalty: 4534.781250
	Iteration 36Q: 3 clusters Score -920258.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -920272.000000 Penalty: 4534.781250
	Iteration 37Q: 3 clusters Score -920272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -920281.875000 Penalty: 4534.781250
	Iteration 38Q: 3 clusters Score -920281.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -920289.375000 Penalty: 4534.781250
	Iteration 39Q: 3 clusters Score -920289.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -920301.375000 Penalty: 4534.781250
	Iteration 40F: 3 clusters Score -920301.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -920314.875000 Penalty: 4534.781250
	Iteration 41Q: 3 clusters Score -920314.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -920325.187500 Penalty: 4534.781250
	Iteration 42Q: 3 clusters Score -920325.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -920333.875000 Penalty: 4534.781250
	Iteration 43Q: 3 clusters Score -920333.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -920347.875000 Penalty: 4534.781250
	Iteration 44Q: 3 clusters Score -920347.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -920353.250000 Penalty: 4534.781250
	Iteration 45Q: 3 clusters Score -920353.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -920356.875000 Penalty: 4534.781250
	Iteration 46Q: 3 clusters Score -920356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -920358.500000 Penalty: 4534.781250
	Iteration 47Q: 3 clusters Score -920358.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -920360.937500 Penalty: 4534.781250
	Iteration 48Q: 3 clusters Score -920360.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -920367.375000 Penalty: 4534.781250
	Iteration 49Q: 3 clusters Score -920367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -920371.000000 Penalty: 4534.781250
	Iteration 50Q: 3 clusters Score -920371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -920371.062500 Penalty: 4534.781250
	Iteration 51Q: 3 clusters Score -920371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -920372.312500 Penalty: 4534.781250
	Iteration 52Q: 3 clusters Score -920372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -920374.437500 Penalty: 4534.781250
	Iteration 53Q: 3 clusters Score -920374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -920376.750000 Penalty: 4534.781250
	Iteration 54Q: 3 clusters Score -920376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -920378.062500 Penalty: 4534.781250
	Iteration 55Q: 3 clusters Score -920378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -920380.437500 Penalty: 4534.781250
	Iteration 56Q: 3 clusters Score -920380.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -920382.562500 Penalty: 4534.781250
	Iteration 57Q: 3 clusters Score -920382.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -920383.625000 Penalty: 4534.781250
	Iteration 58Q: 3 clusters Score -920383.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -920385.812500 Penalty: 4534.781250
	Iteration 59Q: 3 clusters Score -920385.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -920387.750000 Penalty: 4534.781250
	Iteration 60F: 3 clusters Score -920387.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -920391.500000 Penalty: 4534.781250
	Iteration 61Q: 3 clusters Score -920391.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -920393.062500 Penalty: 4534.781250
	Iteration 62Q: 3 clusters Score -920393.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -920397.125000 Penalty: 4534.781250
	Iteration 63Q: 3 clusters Score -920397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -920399.000000 Penalty: 4534.781250
	Iteration 64Q: 3 clusters Score -920399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -920400.187500 Penalty: 4534.781250
	Iteration 65Q: 3 clusters Score -920400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -920401.437500 Penalty: 4534.781250
	Iteration 66Q: 3 clusters Score -920401.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -920403.500000 Penalty: 4534.781250
	Iteration 67Q: 3 clusters Score -920403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -920403.000000 Penalty: 4534.781250
	Iteration 68Q: 3 clusters Score -920403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -920403.500000 Penalty: 4534.781250
	Iteration 69Q: 3 clusters Score -920403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -920403.750000 Penalty: 4534.781250
	Iteration 70Q: 3 clusters Score -920403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -920404.250000 Penalty: 4534.781250
	Iteration 71Q: 3 clusters Score -920404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -920403.937500 Penalty: 4534.781250
	Iteration 72Q: 3 clusters Score -920403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -920405.562500 Penalty: 4534.781250
	Iteration 73Q: 3 clusters Score -920405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -920407.500000 Penalty: 4534.781250
	Iteration 74Q: 3 clusters Score -920407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -920408.375000 Penalty: 4534.781250
	Iteration 75Q: 3 clusters Score -920408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -920408.312500 Penalty: 4534.781250
	Iteration 76Q: 3 clusters Score -920408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -920408.750000 Penalty: 4534.781250
	Iteration 77Q: 3 clusters Score -920408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -920408.750000 Penalty: 4534.781250
	Iteration 78F: 3 clusters Score -920408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Entering Unmasked Estep 
Score: -2056220.125000 Penalty: 2421.556396
	Iteration 0F: 2 clusters Score -2056220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2043865.625000 Penalty: 4843.112793
	Iteration 0F: 3 clusters Score -2043866 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2048433.375000 Penalty: 4843.112793
	Iteration 1F: 3 clusters Score -2048433 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2049193.125000 Penalty: 4843.112793
	Iteration 2F: 3 clusters Score -2049193 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2050056.125000 Penalty: 4843.112793
	Iteration 3F: 3 clusters Score -2050056 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2051019.125000 Penalty: 4843.112793
	Iteration 4F: 3 clusters Score -2051019 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2051930.375000 Penalty: 4843.112793
	Iteration 5F: 3 clusters Score -2051930 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2052727.750000 Penalty: 4843.112793
	Iteration 6F: 3 clusters Score -2052728 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2053400.000000 Penalty: 4843.112793
	Iteration 7F: 3 clusters Score -2053400 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2053850.875000 Penalty: 4843.112793
	Iteration 8Q: 3 clusters Score -2053851 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2054112.250000 Penalty: 4843.112793
	Iteration 9Q: 3 clusters Score -2054112 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2054224.125000 Penalty: 4843.112793
	Iteration 10Q: 3 clusters Score -2054224 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2054284.250000 Penalty: 4843.112793
	Iteration 11Q: 3 clusters Score -2054284 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2054322.250000 Penalty: 4843.112793
	Iteration 12Q: 3 clusters Score -2054322 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2054339.500000 Penalty: 4843.112793
	Iteration 13Q: 3 clusters Score -2054340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2054356.500000 Penalty: 4843.112793
	Iteration 14Q: 3 clusters Score -2054356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2054362.625000 Penalty: 4843.112793
	Iteration 15Q: 3 clusters Score -2054363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2054376.250000 Penalty: 4843.112793
	Iteration 16Q: 3 clusters Score -2054376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2054383.375000 Penalty: 4843.112793
	Iteration 17Q: 3 clusters Score -2054383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2054394.125000 Penalty: 4843.112793
	Iteration 18Q: 3 clusters Score -2054394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2054404.500000 Penalty: 4843.112793
	Iteration 19Q: 3 clusters Score -2054404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2054419.750000 Penalty: 4843.112793
	Iteration 20F: 3 clusters Score -2054420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2054424.625000 Penalty: 4843.112793
	Iteration 21Q: 3 clusters Score -2054425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2054430.750000 Penalty: 4843.112793
	Iteration 22Q: 3 clusters Score -2054431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2054436.375000 Penalty: 4843.112793
	Iteration 23Q: 3 clusters Score -2054436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2054438.500000 Penalty: 4843.112793
	Iteration 24Q: 3 clusters Score -2054438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2054443.375000 Penalty: 4843.112793
	Iteration 25Q: 3 clusters Score -2054443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2054441.125000 Penalty: 4843.112793
	Iteration 26Q: 3 clusters Score -2054441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2054446.875000 Penalty: 4843.112793
	Iteration 27Q: 3 clusters Score -2054447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2054447.500000 Penalty: 4843.112793
	Iteration 28Q: 3 clusters Score -2054448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2054456.500000 Penalty: 4843.112793
	Iteration 29Q: 3 clusters Score -2054456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2054462.125000 Penalty: 4843.112793
	Iteration 30Q: 3 clusters Score -2054462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2054457.000000 Penalty: 4843.112793
	Iteration 31Q: 3 clusters Score -2054457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2054465.000000 Penalty: 4843.112793
	Iteration 32Q: 3 clusters Score -2054465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2054467.000000 Penalty: 4843.112793
	Iteration 33Q: 3 clusters Score -2054467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2054466.625000 Penalty: 4843.112793
	Iteration 34Q: 3 clusters Score -2054467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2054470.375000 Penalty: 4843.112793
	Iteration 35Q: 3 clusters Score -2054470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2054470.750000 Penalty: 4843.112793
	Iteration 36Q: 3 clusters Score -2054471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2054477.750000 Penalty: 4843.112793
	Iteration 37Q: 3 clusters Score -2054478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2054482.750000 Penalty: 4843.112793
	Iteration 38Q: 3 clusters Score -2054483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2054480.625000 Penalty: 4843.112793
	Iteration 39Q: 3 clusters Score -2054481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2054484.625000 Penalty: 4843.112793
	Iteration 40F: 3 clusters Score -2054485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2054484.750000 Penalty: 4843.112793
	Iteration 41Q: 3 clusters Score -2054485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2054486.250000 Penalty: 4843.112793
	Iteration 42Q: 3 clusters Score -2054486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2054492.375000 Penalty: 4843.112793
	Iteration 43Q: 3 clusters Score -2054492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2054487.250000 Penalty: 4843.112793
	Iteration 44Q: 3 clusters Score -2054487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2054485.625000 Penalty: 4843.112793
	Iteration 45Q: 3 clusters Score -2054486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2054488.875000 Penalty: 4843.112793
	Iteration 46Q: 3 clusters Score -2054489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2054489.875000 Penalty: 4843.112793
	Iteration 47Q: 3 clusters Score -2054490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2054486.250000 Penalty: 4843.112793
	Iteration 48Q: 3 clusters Score -2054486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2054485.250000 Penalty: 4843.112793
	Iteration 49Q: 3 clusters Score -2054485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2054486.875000 Penalty: 4843.112793
	Iteration 50Q: 3 clusters Score -2054487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2054489.875000 Penalty: 4843.112793
	Iteration 51Q: 3 clusters Score -2054490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2054490.875000 Penalty: 4843.112793
	Iteration 52Q: 3 clusters Score -2054491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2054490.000000 Penalty: 4843.112793
	Iteration 53Q: 3 clusters Score -2054490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2054490.125000 Penalty: 4843.112793
	Iteration 54Q: 3 clusters Score -2054490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2054493.125000 Penalty: 4843.112793
	Iteration 55Q: 3 clusters Score -2054493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2054494.750000 Penalty: 4843.112793
	Iteration 56Q: 3 clusters Score -2054495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2054488.750000 Penalty: 4843.112793
	Iteration 57Q: 3 clusters Score -2054489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2054492.000000 Penalty: 4843.112793
	Iteration 58Q: 3 clusters Score -2054492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2054494.500000 Penalty: 4843.112793
	Iteration 59Q: 3 clusters Score -2054494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2054496.000000 Penalty: 4843.112793
	Iteration 60F: 3 clusters Score -2054496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2054492.625000 Penalty: 4843.112793
	Iteration 61Q: 3 clusters Score -2054493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2054502.750000 Penalty: 4843.112793
	Iteration 62Q: 3 clusters Score -2054503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2054501.250000 Penalty: 4843.112793
	Iteration 63Q: 3 clusters Score -2054501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2054499.625000 Penalty: 4843.112793
	Iteration 64Q: 3 clusters Score -2054500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2054503.750000 Penalty: 4843.112793
	Iteration 65Q: 3 clusters Score -2054504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2054507.875000 Penalty: 4843.112793
	Iteration 66Q: 3 clusters Score -2054508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2054508.000000 Penalty: 4843.112793
	Iteration 67Q: 3 clusters Score -2054508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2054511 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2054514 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2054512 nChanged 8
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Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2054511 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2054508 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2054509 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2054513.000000 Penalty: 4843.112793
	Iteration 74Q: 3 clusters Score -2054513 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2054517 nChanged 15
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Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2054518 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2054519 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2054519 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2054522 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2054528 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2054538 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2054540 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2054544 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2054547 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2054552 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2054552 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2054554 nChanged 23
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Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2054556 nChanged 23
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Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2054554 nChanged 26
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Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2054559 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2054562 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2054568 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2054574 nChanged 42
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Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2054577 nChanged 60
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Mstep: Class 1 contains 10580 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2054589 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10641 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2054602 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2054612 nChanged 62
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Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2054614 nChanged 69
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Mstep: Class 1 contains 10821 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2054627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2054643 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2054664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2054688 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2054709 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2054735 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2054762 nChanged 87
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Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 6036 members 
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	Iteration 106Q: 3 clusters Score -2054783 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2054795 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2054810 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2054827 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2054834 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2054845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2054844 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2054844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2054854 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2054860 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2054869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2054871 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2054873 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2054880 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11930 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2054884 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11952 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2054884 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2054887 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11988 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2054890 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2054888 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2054891 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2054894 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2054898 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2054900 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12100 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2054910 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2054917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2054912.625000 Penalty: 4843.112793
	Iteration 131Q: 3 clusters Score -2054913 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2054921.750000 Penalty: 4843.112793
	Iteration 132Q: 3 clusters Score -2054922 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2054925 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2054928.875000 Penalty: 4843.112793
	Iteration 134Q: 3 clusters Score -2054929 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2054927.750000 Penalty: 4843.112793
	Iteration 135Q: 3 clusters Score -2054928 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2054931.625000 Penalty: 4843.112793
	Iteration 136Q: 3 clusters Score -2054932 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12301 members 
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Entering Unmasked Estep 
Score: -2054938.750000 Penalty: 4843.112793
	Iteration 137Q: 3 clusters Score -2054939 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2054942.000000 Penalty: 4843.112793
	Iteration 138Q: 3 clusters Score -2054942 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2054943.875000 Penalty: 4843.112793
	Iteration 139Q: 3 clusters Score -2054944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2054949.375000 Penalty: 4843.112793
	Iteration 140F: 3 clusters Score -2054949 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2054957.000000 Penalty: 4843.112793
	Iteration 141Q: 3 clusters Score -2054957 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2054952.875000 Penalty: 4843.112793
	Iteration 142Q: 3 clusters Score -2054953 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2054957 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2054957 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2054958 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4979 members 
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	Iteration 146Q: 3 clusters Score -2054961 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2054961 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12448 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2054963 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2054964 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 4945 members 
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	Iteration 150Q: 3 clusters Score -2054965 nChanged 10
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Mstep: Class 1 contains 12467 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2054964 nChanged 12
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Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 4923 members 
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	Iteration 152Q: 3 clusters Score -2054958 nChanged 18
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Mstep: Class 1 contains 12497 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2054962 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2054964 nChanged 28
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Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2054978 nChanged 23
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Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2054981 nChanged 29
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Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4803 members 
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	Iteration 157Q: 3 clusters Score -2054984 nChanged 28
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Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2054990 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12641 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2054991 nChanged 13
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Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2054994.000000 Penalty: 4843.112793
	Iteration 160F: 3 clusters Score -2054994 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2054995 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2054998.625000 Penalty: 4843.112793
	Iteration 162Q: 3 clusters Score -2054999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2054999.375000 Penalty: 4843.112793
	Iteration 163Q: 3 clusters Score -2054999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2054998.125000 Penalty: 4843.112793
	Iteration 164Q: 3 clusters Score -2054998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2055000.375000 Penalty: 4843.112793
	Iteration 165Q: 3 clusters Score -2055000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2054998.375000 Penalty: 4843.112793
	Iteration 166Q: 3 clusters Score -2054998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2055000.000000 Penalty: 4843.112793
	Iteration 167Q: 3 clusters Score -2055000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2054998.000000 Penalty: 4843.112793
	Iteration 168Q: 3 clusters Score -2054998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2054996.125000 Penalty: 4843.112793
	Iteration 169Q: 3 clusters Score -2054996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2054997.500000 Penalty: 4843.112793
	Iteration 170Q: 3 clusters Score -2054998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2054997.875000 Penalty: 4843.112793
	Iteration 171Q: 3 clusters Score -2054998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2055002.500000 Penalty: 4843.112793
	Iteration 172Q: 3 clusters Score -2055002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2055002.500000 Penalty: 4843.112793
	Iteration 173F: 3 clusters Score -2055002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Entering Unmasked Estep 
Score: -1199624.000000 Penalty: 2313.440674
	Iteration 0F: 2 clusters Score -1199624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1191165.625000 Penalty: 4626.881348
	Iteration 0F: 3 clusters Score -1191166 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1194026.125000 Penalty: 4626.881348
	Iteration 1F: 3 clusters Score -1194026 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1194731.125000 Penalty: 4626.881348
	Iteration 2F: 3 clusters Score -1194731 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1195405.875000 Penalty: 4626.881348
	Iteration 3F: 3 clusters Score -1195406 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1196138.625000 Penalty: 4626.881348
	Iteration 4F: 3 clusters Score -1196139 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1196819.375000 Penalty: 4626.881348
	Iteration 5F: 3 clusters Score -1196819 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1197274.500000 Penalty: 4626.881348
	Iteration 6F: 3 clusters Score -1197274 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1197542.750000 Penalty: 4626.881348
	Iteration 7Q: 3 clusters Score -1197543 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1197741.625000 Penalty: 4626.881348
	Iteration 8Q: 3 clusters Score -1197742 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1197878.875000 Penalty: 4626.881348
	Iteration 9Q: 3 clusters Score -1197879 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1197973.875000 Penalty: 4626.881348
	Iteration 10Q: 3 clusters Score -1197974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1198050.375000 Penalty: 4626.881348
	Iteration 11Q: 3 clusters Score -1198050 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1198112.375000 Penalty: 4626.881348
	Iteration 12Q: 3 clusters Score -1198112 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1198158.375000 Penalty: 4626.881348
	Iteration 13Q: 3 clusters Score -1198158 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1198201.625000 Penalty: 4626.881348
	Iteration 14Q: 3 clusters Score -1198202 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1198236.250000 Penalty: 4626.881348
	Iteration 15Q: 3 clusters Score -1198236 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1198269.000000 Penalty: 4626.881348
	Iteration 16Q: 3 clusters Score -1198269 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1198288.375000 Penalty: 4626.881348
	Iteration 17Q: 3 clusters Score -1198288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1198312.000000 Penalty: 4626.881348
	Iteration 18Q: 3 clusters Score -1198312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1198332.625000 Penalty: 4626.881348
	Iteration 19Q: 3 clusters Score -1198333 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1198350.125000 Penalty: 4626.881348
	Iteration 20F: 3 clusters Score -1198350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1198362.750000 Penalty: 4626.881348
	Iteration 21Q: 3 clusters Score -1198363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1198369.250000 Penalty: 4626.881348
	Iteration 22Q: 3 clusters Score -1198369 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1198383.750000 Penalty: 4626.881348
	Iteration 23Q: 3 clusters Score -1198384 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1198396.125000 Penalty: 4626.881348
	Iteration 24Q: 3 clusters Score -1198396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1198415.750000 Penalty: 4626.881348
	Iteration 25Q: 3 clusters Score -1198416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1198432.750000 Penalty: 4626.881348
	Iteration 26Q: 3 clusters Score -1198433 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1198451.000000 Penalty: 4626.881348
	Iteration 27Q: 3 clusters Score -1198451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1198460.000000 Penalty: 4626.881348
	Iteration 28Q: 3 clusters Score -1198460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1198470.625000 Penalty: 4626.881348
	Iteration 29Q: 3 clusters Score -1198471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1198484.000000 Penalty: 4626.881348
	Iteration 30Q: 3 clusters Score -1198484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1198494.500000 Penalty: 4626.881348
	Iteration 31Q: 3 clusters Score -1198494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1198509.125000 Penalty: 4626.881348
	Iteration 32Q: 3 clusters Score -1198509 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1198525.500000 Penalty: 4626.881348
	Iteration 33Q: 3 clusters Score -1198526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1198537.375000 Penalty: 4626.881348
	Iteration 34Q: 3 clusters Score -1198537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1198548.375000 Penalty: 4626.881348
	Iteration 35Q: 3 clusters Score -1198548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1198560.625000 Penalty: 4626.881348
	Iteration 36Q: 3 clusters Score -1198561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1198573.125000 Penalty: 4626.881348
	Iteration 37Q: 3 clusters Score -1198573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1198586.750000 Penalty: 4626.881348
	Iteration 38Q: 3 clusters Score -1198587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1198599.625000 Penalty: 4626.881348
	Iteration 39Q: 3 clusters Score -1198600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1198616.375000 Penalty: 4626.881348
	Iteration 40F: 3 clusters Score -1198616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1198635.250000 Penalty: 4626.881348
	Iteration 41Q: 3 clusters Score -1198635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1198657.000000 Penalty: 4626.881348
	Iteration 42Q: 3 clusters Score -1198657 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1198670.625000 Penalty: 4626.881348
	Iteration 43Q: 3 clusters Score -1198671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1198682.750000 Penalty: 4626.881348
	Iteration 44Q: 3 clusters Score -1198683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1198696.625000 Penalty: 4626.881348
	Iteration 45Q: 3 clusters Score -1198697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1198695.750000 Penalty: 4626.881348
	Iteration 46Q: 3 clusters Score -1198696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1198700.500000 Penalty: 4626.881348
	Iteration 47Q: 3 clusters Score -1198700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1198708.000000 Penalty: 4626.881348
	Iteration 48Q: 3 clusters Score -1198708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1198709.625000 Penalty: 4626.881348
	Iteration 49Q: 3 clusters Score -1198710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1198715.125000 Penalty: 4626.881348
	Iteration 50Q: 3 clusters Score -1198715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1198714.875000 Penalty: 4626.881348
	Iteration 51Q: 3 clusters Score -1198715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1198723.375000 Penalty: 4626.881348
	Iteration 52Q: 3 clusters Score -1198723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1198730.625000 Penalty: 4626.881348
	Iteration 53Q: 3 clusters Score -1198731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1198739.875000 Penalty: 4626.881348
	Iteration 54Q: 3 clusters Score -1198740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1198739.625000 Penalty: 4626.881348
	Iteration 55Q: 3 clusters Score -1198740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1198743.375000 Penalty: 4626.881348
	Iteration 56Q: 3 clusters Score -1198743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1198745.000000 Penalty: 4626.881348
	Iteration 57Q: 3 clusters Score -1198745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1198748.500000 Penalty: 4626.881348
	Iteration 58Q: 3 clusters Score -1198748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1198751.250000 Penalty: 4626.881348
	Iteration 59Q: 3 clusters Score -1198751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1198755.625000 Penalty: 4626.881348
	Iteration 60F: 3 clusters Score -1198756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1198757.250000 Penalty: 4626.881348
	Iteration 61Q: 3 clusters Score -1198757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1198759.375000 Penalty: 4626.881348
	Iteration 62Q: 3 clusters Score -1198759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1198764.500000 Penalty: 4626.881348
	Iteration 63Q: 3 clusters Score -1198764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1198768.500000 Penalty: 4626.881348
	Iteration 64Q: 3 clusters Score -1198768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1198778.000000 Penalty: 4626.881348
	Iteration 65Q: 3 clusters Score -1198778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1198789.000000 Penalty: 4626.881348
	Iteration 66Q: 3 clusters Score -1198789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1198797.750000 Penalty: 4626.881348
	Iteration 67Q: 3 clusters Score -1198798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1198811.500000 Penalty: 4626.881348
	Iteration 68Q: 3 clusters Score -1198812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1198832.875000 Penalty: 4626.881348
	Iteration 69Q: 3 clusters Score -1198833 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1198843.500000 Penalty: 4626.881348
	Iteration 70Q: 3 clusters Score -1198844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1198859.125000 Penalty: 4626.881348
	Iteration 71Q: 3 clusters Score -1198859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1198866.750000 Penalty: 4626.881348
	Iteration 72Q: 3 clusters Score -1198867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1198873.500000 Penalty: 4626.881348
	Iteration 73Q: 3 clusters Score -1198874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1198880.250000 Penalty: 4626.881348
	Iteration 74Q: 3 clusters Score -1198880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1198888.250000 Penalty: 4626.881348
	Iteration 75Q: 3 clusters Score -1198888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1198894.125000 Penalty: 4626.881348
	Iteration 76Q: 3 clusters Score -1198894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1198895.250000 Penalty: 4626.881348
	Iteration 77Q: 3 clusters Score -1198895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1198900.000000 Penalty: 4626.881348
	Iteration 78Q: 3 clusters Score -1198900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1198901.375000 Penalty: 4626.881348
	Iteration 79Q: 3 clusters Score -1198901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1198907.625000 Penalty: 4626.881348
	Iteration 80F: 3 clusters Score -1198908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1198911.125000 Penalty: 4626.881348
	Iteration 81Q: 3 clusters Score -1198911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1198916.375000 Penalty: 4626.881348
	Iteration 82Q: 3 clusters Score -1198916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1198917.500000 Penalty: 4626.881348
	Iteration 83Q: 3 clusters Score -1198918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1198917.750000 Penalty: 4626.881348
	Iteration 84Q: 3 clusters Score -1198918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1198917.125000 Penalty: 4626.881348
	Iteration 85Q: 3 clusters Score -1198917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1198920.000000 Penalty: 4626.881348
	Iteration 86Q: 3 clusters Score -1198920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1198918.500000 Penalty: 4626.881348
	Iteration 87Q: 3 clusters Score -1198918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1198921.625000 Penalty: 4626.881348
	Iteration 88Q: 3 clusters Score -1198922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1198921.625000 Penalty: 4626.881348
	Iteration 89Q: 3 clusters Score -1198922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1198922.125000 Penalty: 4626.881348
	Iteration 90Q: 3 clusters Score -1198922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1198925.500000 Penalty: 4626.881348
	Iteration 91Q: 3 clusters Score -1198926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1198928.375000 Penalty: 4626.881348
	Iteration 92Q: 3 clusters Score -1198928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1198933.750000 Penalty: 4626.881348
	Iteration 93Q: 3 clusters Score -1198934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1198935.750000 Penalty: 4626.881348
	Iteration 94Q: 3 clusters Score -1198936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1198935.250000 Penalty: 4626.881348
	Iteration 95Q: 3 clusters Score -1198935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1198934.250000 Penalty: 4626.881348
	Iteration 96Q: 3 clusters Score -1198934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1198934.125000 Penalty: 4626.881348
	Iteration 97Q: 3 clusters Score -1198934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1198938.875000 Penalty: 4626.881348
	Iteration 98Q: 3 clusters Score -1198939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1198939.375000 Penalty: 4626.881348
	Iteration 99Q: 3 clusters Score -1198939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1198940.875000 Penalty: 4626.881348
	Iteration 100F: 3 clusters Score -1198941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1198940.750000 Penalty: 4626.881348
	Iteration 101Q: 3 clusters Score -1198941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1198940.750000 Penalty: 4626.881348
	Iteration 102F: 3 clusters Score -1198941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Entering Unmasked Estep 
Score: -382146.812500 Penalty: 2001.197021
	Iteration 0F: 2 clusters Score -382146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -378730.656250 Penalty: 4002.394043
	Iteration 0F: 3 clusters Score -378730.7 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -379431.781250 Penalty: 4002.394043
	Iteration 1F: 3 clusters Score -379431.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -379628.218750 Penalty: 4002.394043
	Iteration 2F: 3 clusters Score -379628.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -379759.906250 Penalty: 4002.394043
	Iteration 3F: 3 clusters Score -379759.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -379864.843750 Penalty: 4002.394043
	Iteration 4Q: 3 clusters Score -379864.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -379950.656250 Penalty: 4002.394043
	Iteration 5Q: 3 clusters Score -379950.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -380014.687500 Penalty: 4002.394043
	Iteration 6Q: 3 clusters Score -380014.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -380066.937500 Penalty: 4002.394043
	Iteration 7Q: 3 clusters Score -380066.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -380114.593750 Penalty: 4002.394043
	Iteration 8Q: 3 clusters Score -380114.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -380155.906250 Penalty: 4002.394043
	Iteration 9Q: 3 clusters Score -380155.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -380187.593750 Penalty: 4002.394043
	Iteration 10Q: 3 clusters Score -380187.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -380213.531250 Penalty: 4002.394043
	Iteration 11Q: 3 clusters Score -380213.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -380231.968750 Penalty: 4002.394043
	Iteration 12Q: 3 clusters Score -380232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -380244.562500 Penalty: 4002.394043
	Iteration 13Q: 3 clusters Score -380244.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -380255.687500 Penalty: 4002.394043
	Iteration 14Q: 3 clusters Score -380255.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -380270.531250 Penalty: 4002.394043
	Iteration 15Q: 3 clusters Score -380270.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -380284.375000 Penalty: 4002.394043
	Iteration 16Q: 3 clusters Score -380284.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -380298.187500 Penalty: 4002.394043
	Iteration 17Q: 3 clusters Score -380298.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -380310.843750 Penalty: 4002.394043
	Iteration 18Q: 3 clusters Score -380310.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -380320.625000 Penalty: 4002.394043
	Iteration 19Q: 3 clusters Score -380320.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -380329.250000 Penalty: 4002.394043
	Iteration 20F: 3 clusters Score -380329.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -380340.593750 Penalty: 4002.394043
	Iteration 21Q: 3 clusters Score -380340.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -380351.218750 Penalty: 4002.394043
	Iteration 22Q: 3 clusters Score -380351.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -380361.343750 Penalty: 4002.394043
	Iteration 23Q: 3 clusters Score -380361.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -380372.187500 Penalty: 4002.394043
	Iteration 24Q: 3 clusters Score -380372.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -380381.156250 Penalty: 4002.394043
	Iteration 25Q: 3 clusters Score -380381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -380388.531250 Penalty: 4002.394043
	Iteration 26Q: 3 clusters Score -380388.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -380392.781250 Penalty: 4002.394043
	Iteration 27Q: 3 clusters Score -380392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -380395.843750 Penalty: 4002.394043
	Iteration 28Q: 3 clusters Score -380395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -380397.656250 Penalty: 4002.394043
	Iteration 29Q: 3 clusters Score -380397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -380398.125000 Penalty: 4002.394043
	Iteration 30Q: 3 clusters Score -380398.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -380398.468750 Penalty: 4002.394043
	Iteration 31Q: 3 clusters Score -380398.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -380400.218750 Penalty: 4002.394043
	Iteration 32Q: 3 clusters Score -380400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -380402.968750 Penalty: 4002.394043
	Iteration 33Q: 3 clusters Score -380403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -380404.531250 Penalty: 4002.394043
	Iteration 34Q: 3 clusters Score -380404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -380404.625000 Penalty: 4002.394043
	Iteration 35Q: 3 clusters Score -380404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -380407.906250 Penalty: 4002.394043
	Iteration 36Q: 3 clusters Score -380407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -380413.000000 Penalty: 4002.394043
	Iteration 37Q: 3 clusters Score -380413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -380415.843750 Penalty: 4002.394043
	Iteration 38Q: 3 clusters Score -380415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -380416.937500 Penalty: 4002.394043
	Iteration 39Q: 3 clusters Score -380416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -380418.156250 Penalty: 4002.394043
	Iteration 40F: 3 clusters Score -380418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -380419.875000 Penalty: 4002.394043
	Iteration 41Q: 3 clusters Score -380419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -380419.875000 Penalty: 4002.394043
	Iteration 42F: 3 clusters Score -380419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -183137.500000 Penalty: 1821.490234
	Iteration 0F: 2 clusters Score -183137.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -180829.078125 Penalty: 3642.980469
	Iteration 0F: 3 clusters Score -180829.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -181195.203125 Penalty: 3642.980469
	Iteration 1F: 3 clusters Score -181195.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -181338.203125 Penalty: 3642.980469
	Iteration 2F: 3 clusters Score -181338.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -181412.750000 Penalty: 3642.980469
	Iteration 3Q: 3 clusters Score -181412.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -181474.468750 Penalty: 3642.980469
	Iteration 4Q: 3 clusters Score -181474.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -181507.406250 Penalty: 3642.980469
	Iteration 5Q: 3 clusters Score -181507.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -181530.109375 Penalty: 3642.980469
	Iteration 6Q: 3 clusters Score -181530.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -181553.234375 Penalty: 3642.980469
	Iteration 7Q: 3 clusters Score -181553.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -181569.718750 Penalty: 3642.980469
	Iteration 8Q: 3 clusters Score -181569.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181576.109375 Penalty: 3642.980469
	Iteration 9Q: 3 clusters Score -181576.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -181581.953125 Penalty: 3642.980469
	Iteration 10Q: 3 clusters Score -181582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181584.437500 Penalty: 3642.980469
	Iteration 11Q: 3 clusters Score -181584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -181586.906250 Penalty: 3642.980469
	Iteration 12Q: 3 clusters Score -181586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181588.984375 Penalty: 3642.980469
	Iteration 13Q: 3 clusters Score -181589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -181590.218750 Penalty: 3642.980469
	Iteration 14Q: 3 clusters Score -181590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181591.359375 Penalty: 3642.980469
	Iteration 15Q: 3 clusters Score -181591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -181595.015625 Penalty: 3642.980469
	Iteration 16Q: 3 clusters Score -181595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -181598.906250 Penalty: 3642.980469
	Iteration 17Q: 3 clusters Score -181598.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -181607.578125 Penalty: 3642.980469
	Iteration 18Q: 3 clusters Score -181607.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181611.171875 Penalty: 3642.980469
	Iteration 19Q: 3 clusters Score -181611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -181614.968750 Penalty: 3642.980469
	Iteration 20F: 3 clusters Score -181615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -181620.156250 Penalty: 3642.980469
	Iteration 21Q: 3 clusters Score -181620.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -181625.078125 Penalty: 3642.980469
	Iteration 22Q: 3 clusters Score -181625.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -181627.656250 Penalty: 3642.980469
	Iteration 23Q: 3 clusters Score -181627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -181629.750000 Penalty: 3642.980469
	Iteration 24Q: 3 clusters Score -181629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -181631.625000 Penalty: 3642.980469
	Iteration 25Q: 3 clusters Score -181631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -181632.765625 Penalty: 3642.980469
	Iteration 26Q: 3 clusters Score -181632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -181634.156250 Penalty: 3642.980469
	Iteration 27Q: 3 clusters Score -181634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -181636.671875 Penalty: 3642.980469
	Iteration 28Q: 3 clusters Score -181636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -181639.984375 Penalty: 3642.980469
	Iteration 29Q: 3 clusters Score -181640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -181642.750000 Penalty: 3642.980469
	Iteration 30Q: 3 clusters Score -181642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181644.562500 Penalty: 3642.980469
	Iteration 31Q: 3 clusters Score -181644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181644.953125 Penalty: 3642.980469
	Iteration 32Q: 3 clusters Score -181645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181646.359375 Penalty: 3642.980469
	Iteration 33Q: 3 clusters Score -181646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181646.359375 Penalty: 3642.980469
	Iteration 34F: 3 clusters Score -181646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -95604.734375 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -95604.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -93492.015625 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -93492.02 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -93825.695312 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -93825.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -93921.125000 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -93921.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -93972.234375 Penalty: 3553.317627
	Iteration 3Q: 3 clusters Score -93972.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -94007.351562 Penalty: 3553.317627
	Iteration 4Q: 3 clusters Score -94007.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -94034.625000 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -94034.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -94047.609375 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -94047.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -94054.171875 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -94054.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -94058.835938 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -94058.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -94061.828125 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -94061.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -94064.828125 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -94064.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94068.023438 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -94068.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -94071.914062 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -94071.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -94073.859375 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -94073.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -94074.656250 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -94074.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -94076.859375 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -94076.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -94078.132812 Penalty: 3553.317627
	Iteration 16Q: 3 clusters Score -94078.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -94080.953125 Penalty: 3553.317627
	Iteration 17Q: 3 clusters Score -94080.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -94083.210938 Penalty: 3553.317627
	Iteration 18Q: 3 clusters Score -94083.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -94084.343750 Penalty: 3553.317627
	Iteration 19Q: 3 clusters Score -94084.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -94084.343750 Penalty: 3553.317627
	Iteration 20F: 3 clusters Score -94084.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Entering Unmasked Estep 
Score: -1463866.500000 Penalty: 2353.467773
	Iteration 0F: 2 clusters Score -1463866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1454184.000000 Penalty: 4706.935547
	Iteration 0F: 3 clusters Score -1454184 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1457256.500000 Penalty: 4706.935547
	Iteration 1F: 3 clusters Score -1457256 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1457743.125000 Penalty: 4706.935547
	Iteration 2F: 3 clusters Score -1457743 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1458165.625000 Penalty: 4706.935547
	Iteration 3F: 3 clusters Score -1458166 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1458601.625000 Penalty: 4706.935547
	Iteration 4F: 3 clusters Score -1458602 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1459045.750000 Penalty: 4706.935547
	Iteration 5F: 3 clusters Score -1459046 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1459456.125000 Penalty: 4706.935547
	Iteration 6F: 3 clusters Score -1459456 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1459855.625000 Penalty: 4706.935547
	Iteration 7Q: 3 clusters Score -1459856 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1460211.500000 Penalty: 4706.935547
	Iteration 8Q: 3 clusters Score -1460212 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1460493.125000 Penalty: 4706.935547
	Iteration 9Q: 3 clusters Score -1460493 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1460712.375000 Penalty: 4706.935547
	Iteration 10Q: 3 clusters Score -1460712 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1460862.625000 Penalty: 4706.935547
	Iteration 11Q: 3 clusters Score -1460863 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1460991.750000 Penalty: 4706.935547
	Iteration 12Q: 3 clusters Score -1460992 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1461095.000000 Penalty: 4706.935547
	Iteration 13Q: 3 clusters Score -1461095 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1461150.875000 Penalty: 4706.935547
	Iteration 14Q: 3 clusters Score -1461151 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1461188.000000 Penalty: 4706.935547
	Iteration 15Q: 3 clusters Score -1461188 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1461212.250000 Penalty: 4706.935547
	Iteration 16Q: 3 clusters Score -1461212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1461232.500000 Penalty: 4706.935547
	Iteration 17Q: 3 clusters Score -1461232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1461245.000000 Penalty: 4706.935547
	Iteration 18Q: 3 clusters Score -1461245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1461265.750000 Penalty: 4706.935547
	Iteration 19Q: 3 clusters Score -1461266 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1461280.375000 Penalty: 4706.935547
	Iteration 20F: 3 clusters Score -1461280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1461306.375000 Penalty: 4706.935547
	Iteration 21Q: 3 clusters Score -1461306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1461325.500000 Penalty: 4706.935547
	Iteration 22Q: 3 clusters Score -1461326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1461347.500000 Penalty: 4706.935547
	Iteration 23Q: 3 clusters Score -1461348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1461367.250000 Penalty: 4706.935547
	Iteration 24Q: 3 clusters Score -1461367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1461387.875000 Penalty: 4706.935547
	Iteration 25Q: 3 clusters Score -1461388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1461414.250000 Penalty: 4706.935547
	Iteration 26Q: 3 clusters Score -1461414 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1461445.375000 Penalty: 4706.935547
	Iteration 27Q: 3 clusters Score -1461445 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1461473.250000 Penalty: 4706.935547
	Iteration 28Q: 3 clusters Score -1461473 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1461503.375000 Penalty: 4706.935547
	Iteration 29Q: 3 clusters Score -1461503 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1461527.250000 Penalty: 4706.935547
	Iteration 30Q: 3 clusters Score -1461527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1461550.750000 Penalty: 4706.935547
	Iteration 31Q: 3 clusters Score -1461551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1461570.500000 Penalty: 4706.935547
	Iteration 32Q: 3 clusters Score -1461570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1461586.625000 Penalty: 4706.935547
	Iteration 33Q: 3 clusters Score -1461587 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1461598.250000 Penalty: 4706.935547
	Iteration 34Q: 3 clusters Score -1461598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1461622.250000 Penalty: 4706.935547
	Iteration 35Q: 3 clusters Score -1461622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1461635.000000 Penalty: 4706.935547
	Iteration 36Q: 3 clusters Score -1461635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1461654.500000 Penalty: 4706.935547
	Iteration 37Q: 3 clusters Score -1461654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1461668.875000 Penalty: 4706.935547
	Iteration 38Q: 3 clusters Score -1461669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1461681.625000 Penalty: 4706.935547
	Iteration 39Q: 3 clusters Score -1461682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1461693.500000 Penalty: 4706.935547
	Iteration 40F: 3 clusters Score -1461694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1461714.500000 Penalty: 4706.935547
	Iteration 41Q: 3 clusters Score -1461714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1461729.500000 Penalty: 4706.935547
	Iteration 42Q: 3 clusters Score -1461730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1461749.875000 Penalty: 4706.935547
	Iteration 43Q: 3 clusters Score -1461750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1461768.250000 Penalty: 4706.935547
	Iteration 44Q: 3 clusters Score -1461768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1461773.750000 Penalty: 4706.935547
	Iteration 45Q: 3 clusters Score -1461774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1461779.375000 Penalty: 4706.935547
	Iteration 46Q: 3 clusters Score -1461779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1461791.125000 Penalty: 4706.935547
	Iteration 47Q: 3 clusters Score -1461791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1461797.500000 Penalty: 4706.935547
	Iteration 48Q: 3 clusters Score -1461798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1461801.500000 Penalty: 4706.935547
	Iteration 49Q: 3 clusters Score -1461802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1461803.250000 Penalty: 4706.935547
	Iteration 50Q: 3 clusters Score -1461803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1461808.500000 Penalty: 4706.935547
	Iteration 51Q: 3 clusters Score -1461808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1461806.500000 Penalty: 4706.935547
	Iteration 52Q: 3 clusters Score -1461806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1461813.250000 Penalty: 4706.935547
	Iteration 53Q: 3 clusters Score -1461813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1461815.625000 Penalty: 4706.935547
	Iteration 54Q: 3 clusters Score -1461816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1461824.125000 Penalty: 4706.935547
	Iteration 55Q: 3 clusters Score -1461824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1461826.000000 Penalty: 4706.935547
	Iteration 56Q: 3 clusters Score -1461826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1461824.375000 Penalty: 4706.935547
	Iteration 57Q: 3 clusters Score -1461824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1461832.875000 Penalty: 4706.935547
	Iteration 58Q: 3 clusters Score -1461833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1461832.000000 Penalty: 4706.935547
	Iteration 59Q: 3 clusters Score -1461832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1461830.875000 Penalty: 4706.935547
	Iteration 60F: 3 clusters Score -1461831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1461830.625000 Penalty: 4706.935547
	Iteration 61Q: 3 clusters Score -1461831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1461834.375000 Penalty: 4706.935547
	Iteration 62Q: 3 clusters Score -1461834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1461837.375000 Penalty: 4706.935547
	Iteration 63Q: 3 clusters Score -1461837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1461838.125000 Penalty: 4706.935547
	Iteration 64Q: 3 clusters Score -1461838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1461841.375000 Penalty: 4706.935547
	Iteration 65Q: 3 clusters Score -1461841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1461845.250000 Penalty: 4706.935547
	Iteration 66Q: 3 clusters Score -1461845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1461849.875000 Penalty: 4706.935547
	Iteration 67Q: 3 clusters Score -1461850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1461847.750000 Penalty: 4706.935547
	Iteration 68Q: 3 clusters Score -1461848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1461856.750000 Penalty: 4706.935547
	Iteration 69Q: 3 clusters Score -1461857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1461859.250000 Penalty: 4706.935547
	Iteration 70Q: 3 clusters Score -1461859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1461863.500000 Penalty: 4706.935547
	Iteration 71Q: 3 clusters Score -1461864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1461868.875000 Penalty: 4706.935547
	Iteration 72Q: 3 clusters Score -1461869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1461876.750000 Penalty: 4706.935547
	Iteration 73Q: 3 clusters Score -1461877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1461882.000000 Penalty: 4706.935547
	Iteration 74Q: 3 clusters Score -1461882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1461884.125000 Penalty: 4706.935547
	Iteration 75Q: 3 clusters Score -1461884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1461882.625000 Penalty: 4706.935547
	Iteration 76Q: 3 clusters Score -1461883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1461885.625000 Penalty: 4706.935547
	Iteration 77Q: 3 clusters Score -1461886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1461884.250000 Penalty: 4706.935547
	Iteration 78Q: 3 clusters Score -1461884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1461888.500000 Penalty: 4706.935547
	Iteration 79Q: 3 clusters Score -1461888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1461892.625000 Penalty: 4706.935547
	Iteration 80F: 3 clusters Score -1461893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1461889.875000 Penalty: 4706.935547
	Iteration 81Q: 3 clusters Score -1461890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1461891.625000 Penalty: 4706.935547
	Iteration 82Q: 3 clusters Score -1461892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1461892.750000 Penalty: 4706.935547
	Iteration 83Q: 3 clusters Score -1461893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1461891.625000 Penalty: 4706.935547
	Iteration 84Q: 3 clusters Score -1461892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1461892.250000 Penalty: 4706.935547
	Iteration 85Q: 3 clusters Score -1461892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1461894.875000 Penalty: 4706.935547
	Iteration 86Q: 3 clusters Score -1461895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1461896.625000 Penalty: 4706.935547
	Iteration 87Q: 3 clusters Score -1461897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1461896.625000 Penalty: 4706.935547
	Iteration 88F: 3 clusters Score -1461897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Entering Unmasked Estep 
Score: -2118532.250000 Penalty: 2422.154297
	Iteration 0F: 2 clusters Score -2118532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2106144.250000 Penalty: 4844.308594
	Iteration 0F: 3 clusters Score -2106144 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2110206.250000 Penalty: 4844.308594
	Iteration 1F: 3 clusters Score -2110206 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2110728.000000 Penalty: 4844.308594
	Iteration 2F: 3 clusters Score -2110728 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2111253.250000 Penalty: 4844.308594
	Iteration 3F: 3 clusters Score -2111253 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2111875.000000 Penalty: 4844.308594
	Iteration 4F: 3 clusters Score -2111875 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2112596.500000 Penalty: 4844.308594
	Iteration 5F: 3 clusters Score -2112596 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2113389.500000 Penalty: 4844.308594
	Iteration 6F: 3 clusters Score -2113390 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2114114.250000 Penalty: 4844.308594
	Iteration 7F: 3 clusters Score -2114114 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2114693.250000 Penalty: 4844.308594
	Iteration 8Q: 3 clusters Score -2114693 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2115185.250000 Penalty: 4844.308594
	Iteration 9Q: 3 clusters Score -2115185 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2115549.000000 Penalty: 4844.308594
	Iteration 10Q: 3 clusters Score -2115549 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2115925.750000 Penalty: 4844.308594
	Iteration 11Q: 3 clusters Score -2115926 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2116232.250000 Penalty: 4844.308594
	Iteration 12Q: 3 clusters Score -2116232 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2116569.250000 Penalty: 4844.308594
	Iteration 13Q: 3 clusters Score -2116569 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2116818.500000 Penalty: 4844.308594
	Iteration 14Q: 3 clusters Score -2116818 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2117010.250000 Penalty: 4844.308594
	Iteration 15Q: 3 clusters Score -2117010 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2117156.500000 Penalty: 4844.308594
	Iteration 16Q: 3 clusters Score -2117156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2117265.000000 Penalty: 4844.308594
	Iteration 17Q: 3 clusters Score -2117265 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2117314.500000 Penalty: 4844.308594
	Iteration 18Q: 3 clusters Score -2117314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2117358.750000 Penalty: 4844.308594
	Iteration 19Q: 3 clusters Score -2117359 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2117395.500000 Penalty: 4844.308594
	Iteration 20F: 3 clusters Score -2117396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2117415.750000 Penalty: 4844.308594
	Iteration 21Q: 3 clusters Score -2117416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2117420.250000 Penalty: 4844.308594
	Iteration 22Q: 3 clusters Score -2117420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2117428.000000 Penalty: 4844.308594
	Iteration 23Q: 3 clusters Score -2117428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2117430.500000 Penalty: 4844.308594
	Iteration 24Q: 3 clusters Score -2117430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2117442.750000 Penalty: 4844.308594
	Iteration 25Q: 3 clusters Score -2117443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2117451.750000 Penalty: 4844.308594
	Iteration 26Q: 3 clusters Score -2117452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2117453.750000 Penalty: 4844.308594
	Iteration 27Q: 3 clusters Score -2117454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2117459.500000 Penalty: 4844.308594
	Iteration 28Q: 3 clusters Score -2117460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2117464.750000 Penalty: 4844.308594
	Iteration 29Q: 3 clusters Score -2117465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2117465.250000 Penalty: 4844.308594
	Iteration 30Q: 3 clusters Score -2117465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2117471.250000 Penalty: 4844.308594
	Iteration 31Q: 3 clusters Score -2117471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2117475.000000 Penalty: 4844.308594
	Iteration 32Q: 3 clusters Score -2117475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2117476.750000 Penalty: 4844.308594
	Iteration 33Q: 3 clusters Score -2117477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2117476.250000 Penalty: 4844.308594
	Iteration 34Q: 3 clusters Score -2117476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2117474.750000 Penalty: 4844.308594
	Iteration 35Q: 3 clusters Score -2117475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2117476.500000 Penalty: 4844.308594
	Iteration 36Q: 3 clusters Score -2117476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2117475.750000 Penalty: 4844.308594
	Iteration 37Q: 3 clusters Score -2117476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2117475.750000 Penalty: 4844.308594
	Iteration 38Q: 3 clusters Score -2117476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2117478.000000 Penalty: 4844.308594
	Iteration 39Q: 3 clusters Score -2117478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2117478.000000 Penalty: 4844.308594
	Iteration 40F: 3 clusters Score -2117478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Entering Unmasked Estep 
Score: -1625396.500000 Penalty: 2358.939209
	Iteration 0F: 2 clusters Score -1625396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1615484.000000 Penalty: 4717.878418
	Iteration 0F: 3 clusters Score -1615484 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1618541.250000 Penalty: 4717.878418
	Iteration 1F: 3 clusters Score -1618541 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1618879.625000 Penalty: 4717.878418
	Iteration 2F: 3 clusters Score -1618880 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1619189.500000 Penalty: 4717.878418
	Iteration 3Q: 3 clusters Score -1619190 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1619441.250000 Penalty: 4717.878418
	Iteration 4Q: 3 clusters Score -1619441 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1619657.875000 Penalty: 4717.878418
	Iteration 5Q: 3 clusters Score -1619658 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1619869.125000 Penalty: 4717.878418
	Iteration 6Q: 3 clusters Score -1619869 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1620057.500000 Penalty: 4717.878418
	Iteration 7Q: 3 clusters Score -1620058 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1620204.000000 Penalty: 4717.878418
	Iteration 8Q: 3 clusters Score -1620204 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1620314.250000 Penalty: 4717.878418
	Iteration 9Q: 3 clusters Score -1620314 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1620406.875000 Penalty: 4717.878418
	Iteration 10Q: 3 clusters Score -1620407 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1620483.875000 Penalty: 4717.878418
	Iteration 11Q: 3 clusters Score -1620484 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1620562.000000 Penalty: 4717.878418
	Iteration 12Q: 3 clusters Score -1620562 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1620650.750000 Penalty: 4717.878418
	Iteration 13Q: 3 clusters Score -1620651 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1620748.625000 Penalty: 4717.878418
	Iteration 14Q: 3 clusters Score -1620749 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1620879.250000 Penalty: 4717.878418
	Iteration 15Q: 3 clusters Score -1620879 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1621039.500000 Penalty: 4717.878418
	Iteration 16Q: 3 clusters Score -1621040 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1621258.500000 Penalty: 4717.878418
	Iteration 17Q: 3 clusters Score -1621258 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1621545.125000 Penalty: 4717.878418
	Iteration 18Q: 3 clusters Score -1621545 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1621839.500000 Penalty: 4717.878418
	Iteration 19Q: 3 clusters Score -1621840 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1622186.875000 Penalty: 4717.878418
	Iteration 20F: 3 clusters Score -1622187 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1622535.625000 Penalty: 4717.878418
	Iteration 21Q: 3 clusters Score -1622536 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1622852.375000 Penalty: 4717.878418
	Iteration 22Q: 3 clusters Score -1622852 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1623141.250000 Penalty: 4717.878418
	Iteration 23Q: 3 clusters Score -1623141 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1623382.875000 Penalty: 4717.878418
	Iteration 24Q: 3 clusters Score -1623383 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1623569.000000 Penalty: 4717.878418
	Iteration 25Q: 3 clusters Score -1623569 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1623737.375000 Penalty: 4717.878418
	Iteration 26Q: 3 clusters Score -1623737 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1623849.875000 Penalty: 4717.878418
	Iteration 27Q: 3 clusters Score -1623850 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1623947.250000 Penalty: 4717.878418
	Iteration 28Q: 3 clusters Score -1623947 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1624003.625000 Penalty: 4717.878418
	Iteration 29Q: 3 clusters Score -1624004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1624052.000000 Penalty: 4717.878418
	Iteration 30Q: 3 clusters Score -1624052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1624088.000000 Penalty: 4717.878418
	Iteration 31Q: 3 clusters Score -1624088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1624106.375000 Penalty: 4717.878418
	Iteration 32Q: 3 clusters Score -1624106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1624114.125000 Penalty: 4717.878418
	Iteration 33Q: 3 clusters Score -1624114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1624119.750000 Penalty: 4717.878418
	Iteration 34Q: 3 clusters Score -1624120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1624121.000000 Penalty: 4717.878418
	Iteration 35Q: 3 clusters Score -1624121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1624122.625000 Penalty: 4717.878418
	Iteration 36Q: 3 clusters Score -1624123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1624124.000000 Penalty: 4717.878418
	Iteration 37Q: 3 clusters Score -1624124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1624125.000000 Penalty: 4717.878418
	Iteration 38Q: 3 clusters Score -1624125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1624125.125000 Penalty: 4717.878418
	Iteration 39Q: 3 clusters Score -1624125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1624126.875000 Penalty: 4717.878418
	Iteration 40F: 3 clusters Score -1624127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1624129.000000 Penalty: 4717.878418
	Iteration 41Q: 3 clusters Score -1624129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1624129.250000 Penalty: 4717.878418
	Iteration 42Q: 3 clusters Score -1624129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1624128.375000 Penalty: 4717.878418
	Iteration 43Q: 3 clusters Score -1624128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1624128.375000 Penalty: 4717.878418
	Iteration 44F: 3 clusters Score -1624128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Entering Unmasked Estep 
Score: -668818.750000 Penalty: 2137.339355
	Iteration 0F: 2 clusters Score -668818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -663983.375000 Penalty: 4274.678711
	Iteration 0F: 3 clusters Score -663983.4 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -665136.187500 Penalty: 4274.678711
	Iteration 1F: 3 clusters Score -665136.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -665478.062500 Penalty: 4274.678711
	Iteration 2F: 3 clusters Score -665478.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -665765.187500 Penalty: 4274.678711
	Iteration 3F: 3 clusters Score -665765.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -666044.750000 Penalty: 4274.678711
	Iteration 4F: 3 clusters Score -666044.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -666279.750000 Penalty: 4274.678711
	Iteration 5F: 3 clusters Score -666279.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -666498.312500 Penalty: 4274.678711
	Iteration 6Q: 3 clusters Score -666498.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -666681.000000 Penalty: 4274.678711
	Iteration 7Q: 3 clusters Score -666681 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -666819.250000 Penalty: 4274.678711
	Iteration 8Q: 3 clusters Score -666819.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -666961.562500 Penalty: 4274.678711
	Iteration 9Q: 3 clusters Score -666961.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -667069.875000 Penalty: 4274.678711
	Iteration 10Q: 3 clusters Score -667069.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -667148.312500 Penalty: 4274.678711
	Iteration 11Q: 3 clusters Score -667148.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -667206.625000 Penalty: 4274.678711
	Iteration 12Q: 3 clusters Score -667206.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -667247.875000 Penalty: 4274.678711
	Iteration 13Q: 3 clusters Score -667247.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -667279.187500 Penalty: 4274.678711
	Iteration 14Q: 3 clusters Score -667279.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -667300.937500 Penalty: 4274.678711
	Iteration 15Q: 3 clusters Score -667300.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -667317.187500 Penalty: 4274.678711
	Iteration 16Q: 3 clusters Score -667317.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -667328.250000 Penalty: 4274.678711
	Iteration 17Q: 3 clusters Score -667328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -667335.562500 Penalty: 4274.678711
	Iteration 18Q: 3 clusters Score -667335.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -667339.250000 Penalty: 4274.678711
	Iteration 19Q: 3 clusters Score -667339.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -667342.937500 Penalty: 4274.678711
	Iteration 20F: 3 clusters Score -667342.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -667345.875000 Penalty: 4274.678711
	Iteration 21Q: 3 clusters Score -667345.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -667349.437500 Penalty: 4274.678711
	Iteration 22Q: 3 clusters Score -667349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -667353.625000 Penalty: 4274.678711
	Iteration 23Q: 3 clusters Score -667353.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -667353.500000 Penalty: 4274.678711
	Iteration 24Q: 3 clusters Score -667353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -667358.250000 Penalty: 4274.678711
	Iteration 25Q: 3 clusters Score -667358.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -667359.125000 Penalty: 4274.678711
	Iteration 26Q: 3 clusters Score -667359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -667360.375000 Penalty: 4274.678711
	Iteration 27Q: 3 clusters Score -667360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -667361.250000 Penalty: 4274.678711
	Iteration 28Q: 3 clusters Score -667361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -667361.687500 Penalty: 4274.678711
	Iteration 29Q: 3 clusters Score -667361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -667362.750000 Penalty: 4274.678711
	Iteration 30Q: 3 clusters Score -667362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -667362.750000 Penalty: 4274.678711
	Iteration 31F: 3 clusters Score -667362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Entering Unmasked Estep 
Score: -2951911.500000 Penalty: 2506.333496
	Iteration 0F: 2 clusters Score -2951912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2934813.250000 Penalty: 5012.666992
	Iteration 0F: 3 clusters Score -2934813 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2941115.000000 Penalty: 5012.666992
	Iteration 1F: 3 clusters Score -2941115 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2941960.500000 Penalty: 5012.666992
	Iteration 2F: 3 clusters Score -2941960 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2942992.250000 Penalty: 5012.666992
	Iteration 3F: 3 clusters Score -2942992 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2944094.000000 Penalty: 5012.666992
	Iteration 4F: 3 clusters Score -2944094 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2945126.000000 Penalty: 5012.666992
	Iteration 5F: 3 clusters Score -2945126 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2945955.500000 Penalty: 5012.666992
	Iteration 6F: 3 clusters Score -2945956 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2946579.500000 Penalty: 5012.666992
	Iteration 7Q: 3 clusters Score -2946580 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2947012.750000 Penalty: 5012.666992
	Iteration 8Q: 3 clusters Score -2947013 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2947331.750000 Penalty: 5012.666992
	Iteration 9Q: 3 clusters Score -2947332 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2947620.250000 Penalty: 5012.666992
	Iteration 10Q: 3 clusters Score -2947620 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2947870.000000 Penalty: 5012.666992
	Iteration 11Q: 3 clusters Score -2947870 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2948175.000000 Penalty: 5012.666992
	Iteration 12Q: 3 clusters Score -2948175 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2948540.750000 Penalty: 5012.666992
	Iteration 13Q: 3 clusters Score -2948541 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2948968.750000 Penalty: 5012.666992
	Iteration 14Q: 3 clusters Score -2948969 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -2949313.500000 Penalty: 5012.666992
	Iteration 15Q: 3 clusters Score -2949314 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2949610.250000 Penalty: 5012.666992
	Iteration 16Q: 3 clusters Score -2949610 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2949797.250000 Penalty: 5012.666992
	Iteration 17Q: 3 clusters Score -2949797 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2949926.750000 Penalty: 5012.666992
	Iteration 18Q: 3 clusters Score -2949927 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2950010.500000 Penalty: 5012.666992
	Iteration 19Q: 3 clusters Score -2950010 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2950045.000000 Penalty: 5012.666992
	Iteration 20F: 3 clusters Score -2950045 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2950094.750000 Penalty: 5012.666992
	Iteration 21Q: 3 clusters Score -2950095 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2950144.250000 Penalty: 5012.666992
	Iteration 22Q: 3 clusters Score -2950144 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2950186.750000 Penalty: 5012.666992
	Iteration 23Q: 3 clusters Score -2950187 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2950231.250000 Penalty: 5012.666992
	Iteration 24Q: 3 clusters Score -2950231 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2950276.500000 Penalty: 5012.666992
	Iteration 25Q: 3 clusters Score -2950276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2950302.500000 Penalty: 5012.666992
	Iteration 26Q: 3 clusters Score -2950302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2950334.250000 Penalty: 5012.666992
	Iteration 27Q: 3 clusters Score -2950334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2950368.250000 Penalty: 5012.666992
	Iteration 28Q: 3 clusters Score -2950368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2950398.750000 Penalty: 5012.666992
	Iteration 29Q: 3 clusters Score -2950399 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2950427.000000 Penalty: 5012.666992
	Iteration 30Q: 3 clusters Score -2950427 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2950432.250000 Penalty: 5012.666992
	Iteration 31Q: 3 clusters Score -2950432 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2950435.250000 Penalty: 5012.666992
	Iteration 32Q: 3 clusters Score -2950435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2950442.500000 Penalty: 5012.666992
	Iteration 33Q: 3 clusters Score -2950442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2950445.000000 Penalty: 5012.666992
	Iteration 34Q: 3 clusters Score -2950445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2950474.000000 Penalty: 5012.666992
	Iteration 35Q: 3 clusters Score -2950474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2950476.250000 Penalty: 5012.666992
	Iteration 36Q: 3 clusters Score -2950476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2950474.500000 Penalty: 5012.666992
	Iteration 37Q: 3 clusters Score -2950474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2950478.000000 Penalty: 5012.666992
	Iteration 38Q: 3 clusters Score -2950478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2950478.750000 Penalty: 5012.666992
	Iteration 39Q: 3 clusters Score -2950479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2950480.000000 Penalty: 5012.666992
	Iteration 40F: 3 clusters Score -2950480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2950483.000000 Penalty: 5012.666992
	Iteration 41Q: 3 clusters Score -2950483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2950479.500000 Penalty: 5012.666992
	Iteration 42Q: 3 clusters Score -2950480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2950482.000000 Penalty: 5012.666992
	Iteration 43Q: 3 clusters Score -2950482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2950483.500000 Penalty: 5012.666992
	Iteration 44Q: 3 clusters Score -2950484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2950482.500000 Penalty: 5012.666992
	Iteration 45Q: 3 clusters Score -2950482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2950491.250000 Penalty: 5012.666992
	Iteration 46Q: 3 clusters Score -2950491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2950489.750000 Penalty: 5012.666992
	Iteration 47Q: 3 clusters Score -2950490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2950493.750000 Penalty: 5012.666992
	Iteration 48Q: 3 clusters Score -2950494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2950496.500000 Penalty: 5012.666992
	Iteration 49Q: 3 clusters Score -2950496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2950492.250000 Penalty: 5012.666992
	Iteration 50Q: 3 clusters Score -2950492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2950493.500000 Penalty: 5012.666992
	Iteration 51Q: 3 clusters Score -2950494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2950495.000000 Penalty: 5012.666992
	Iteration 52Q: 3 clusters Score -2950495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2950496.750000 Penalty: 5012.666992
	Iteration 53Q: 3 clusters Score -2950497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2950497.500000 Penalty: 5012.666992
	Iteration 54Q: 3 clusters Score -2950498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2950501.250000 Penalty: 5012.666992
	Iteration 55Q: 3 clusters Score -2950501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2950505.250000 Penalty: 5012.666992
	Iteration 56Q: 3 clusters Score -2950505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2950501.500000 Penalty: 5012.666992
	Iteration 57Q: 3 clusters Score -2950502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2950501.000000 Penalty: 5012.666992
	Iteration 58Q: 3 clusters Score -2950501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2950501.250000 Penalty: 5012.666992
	Iteration 59Q: 3 clusters Score -2950501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2950501.250000 Penalty: 5012.666992
	Iteration 60F: 3 clusters Score -2950501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Entering Unmasked Estep 
Score: -662553.812500 Penalty: 2140.988525
	Iteration 0F: 2 clusters Score -662553.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -657645.875000 Penalty: 4281.977051
	Iteration 0F: 3 clusters Score -657645.9 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -658944.562500 Penalty: 4281.977051
	Iteration 1F: 3 clusters Score -658944.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -659272.937500 Penalty: 4281.977051
	Iteration 2F: 3 clusters Score -659272.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -659510.312500 Penalty: 4281.977051
	Iteration 3F: 3 clusters Score -659510.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -659729.000000 Penalty: 4281.977051
	Iteration 4F: 3 clusters Score -659729 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -659898.312500 Penalty: 4281.977051
	Iteration 5Q: 3 clusters Score -659898.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -660025.000000 Penalty: 4281.977051
	Iteration 6Q: 3 clusters Score -660025 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -660153.500000 Penalty: 4281.977051
	Iteration 7Q: 3 clusters Score -660153.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -660248.750000 Penalty: 4281.977051
	Iteration 8Q: 3 clusters Score -660248.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -660332.750000 Penalty: 4281.977051
	Iteration 9Q: 3 clusters Score -660332.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -660428.062500 Penalty: 4281.977051
	Iteration 10Q: 3 clusters Score -660428.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -660564.687500 Penalty: 4281.977051
	Iteration 11Q: 3 clusters Score -660564.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -660711.875000 Penalty: 4281.977051
	Iteration 12Q: 3 clusters Score -660711.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -660835.000000 Penalty: 4281.977051
	Iteration 13Q: 3 clusters Score -660835 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -660940.312500 Penalty: 4281.977051
	Iteration 14Q: 3 clusters Score -660940.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -661013.562500 Penalty: 4281.977051
	Iteration 15Q: 3 clusters Score -661013.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -661059.000000 Penalty: 4281.977051
	Iteration 16Q: 3 clusters Score -661059 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -661100.125000 Penalty: 4281.977051
	Iteration 17Q: 3 clusters Score -661100.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -661136.250000 Penalty: 4281.977051
	Iteration 18Q: 3 clusters Score -661136.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -661158.750000 Penalty: 4281.977051
	Iteration 19Q: 3 clusters Score -661158.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -661177.312500 Penalty: 4281.977051
	Iteration 20F: 3 clusters Score -661177.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -661197.562500 Penalty: 4281.977051
	Iteration 21Q: 3 clusters Score -661197.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -661220.812500 Penalty: 4281.977051
	Iteration 22Q: 3 clusters Score -661220.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -661234.187500 Penalty: 4281.977051
	Iteration 23Q: 3 clusters Score -661234.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -661245.500000 Penalty: 4281.977051
	Iteration 24Q: 3 clusters Score -661245.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -661260.125000 Penalty: 4281.977051
	Iteration 25Q: 3 clusters Score -661260.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -661273.750000 Penalty: 4281.977051
	Iteration 26Q: 3 clusters Score -661273.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -661286.750000 Penalty: 4281.977051
	Iteration 27Q: 3 clusters Score -661286.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -661298.562500 Penalty: 4281.977051
	Iteration 28Q: 3 clusters Score -661298.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -661311.000000 Penalty: 4281.977051
	Iteration 29Q: 3 clusters Score -661311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -661325.437500 Penalty: 4281.977051
	Iteration 30Q: 3 clusters Score -661325.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -661339.562500 Penalty: 4281.977051
	Iteration 31Q: 3 clusters Score -661339.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -661351.750000 Penalty: 4281.977051
	Iteration 32Q: 3 clusters Score -661351.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -661368.437500 Penalty: 4281.977051
	Iteration 33Q: 3 clusters Score -661368.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -661378.250000 Penalty: 4281.977051
	Iteration 34Q: 3 clusters Score -661378.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -661385.562500 Penalty: 4281.977051
	Iteration 35Q: 3 clusters Score -661385.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -661393.375000 Penalty: 4281.977051
	Iteration 36Q: 3 clusters Score -661393.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -661403.125000 Penalty: 4281.977051
	Iteration 37Q: 3 clusters Score -661403.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -661416.500000 Penalty: 4281.977051
	Iteration 38Q: 3 clusters Score -661416.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -661425.062500 Penalty: 4281.977051
	Iteration 39Q: 3 clusters Score -661425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -661430.562500 Penalty: 4281.977051
	Iteration 40F: 3 clusters Score -661430.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -661435.062500 Penalty: 4281.977051
	Iteration 41Q: 3 clusters Score -661435.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -661441.375000 Penalty: 4281.977051
	Iteration 42Q: 3 clusters Score -661441.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -661447.562500 Penalty: 4281.977051
	Iteration 43Q: 3 clusters Score -661447.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -661454.000000 Penalty: 4281.977051
	Iteration 44Q: 3 clusters Score -661454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -661460.125000 Penalty: 4281.977051
	Iteration 45Q: 3 clusters Score -661460.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -661461.937500 Penalty: 4281.977051
	Iteration 46Q: 3 clusters Score -661461.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -661467.500000 Penalty: 4281.977051
	Iteration 47Q: 3 clusters Score -661467.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -661472.687500 Penalty: 4281.977051
	Iteration 48Q: 3 clusters Score -661472.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -661472.875000 Penalty: 4281.977051
	Iteration 49Q: 3 clusters Score -661472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -661475.937500 Penalty: 4281.977051
	Iteration 50Q: 3 clusters Score -661475.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -661480.187500 Penalty: 4281.977051
	Iteration 51Q: 3 clusters Score -661480.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -661482.062500 Penalty: 4281.977051
	Iteration 52Q: 3 clusters Score -661482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -661488.062500 Penalty: 4281.977051
	Iteration 53Q: 3 clusters Score -661488.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -661496.062500 Penalty: 4281.977051
	Iteration 54Q: 3 clusters Score -661496.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -661501.687500 Penalty: 4281.977051
	Iteration 55Q: 3 clusters Score -661501.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -661510.562500 Penalty: 4281.977051
	Iteration 56Q: 3 clusters Score -661510.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -661519.125000 Penalty: 4281.977051
	Iteration 57Q: 3 clusters Score -661519.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -661530.625000 Penalty: 4281.977051
	Iteration 58Q: 3 clusters Score -661530.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -661535.750000 Penalty: 4281.977051
	Iteration 59Q: 3 clusters Score -661535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -661538.250000 Penalty: 4281.977051
	Iteration 60F: 3 clusters Score -661538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -661544.812500 Penalty: 4281.977051
	Iteration 61Q: 3 clusters Score -661544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -661547.625000 Penalty: 4281.977051
	Iteration 62Q: 3 clusters Score -661547.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -661550.437500 Penalty: 4281.977051
	Iteration 63Q: 3 clusters Score -661550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -661551.125000 Penalty: 4281.977051
	Iteration 64Q: 3 clusters Score -661551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -661551.187500 Penalty: 4281.977051
	Iteration 65Q: 3 clusters Score -661551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -661552.937500 Penalty: 4281.977051
	Iteration 66Q: 3 clusters Score -661552.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -661552.937500 Penalty: 4281.977051
	Iteration 67F: 3 clusters Score -661552.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Entering Unmasked Estep 
Score: -662467.812500 Penalty: 2137.653076
	Iteration 0F: 2 clusters Score -662467.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -657626.937500 Penalty: 4275.306152
	Iteration 0F: 3 clusters Score -657626.9 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -658791.000000 Penalty: 4275.306152
	Iteration 1F: 3 clusters Score -658791 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -659078.187500 Penalty: 4275.306152
	Iteration 2F: 3 clusters Score -659078.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -659303.125000 Penalty: 4275.306152
	Iteration 3F: 3 clusters Score -659303.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -659490.000000 Penalty: 4275.306152
	Iteration 4F: 3 clusters Score -659490 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -659645.625000 Penalty: 4275.306152
	Iteration 5Q: 3 clusters Score -659645.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -659770.000000 Penalty: 4275.306152
	Iteration 6Q: 3 clusters Score -659770 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -659879.125000 Penalty: 4275.306152
	Iteration 7Q: 3 clusters Score -659879.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -659971.875000 Penalty: 4275.306152
	Iteration 8Q: 3 clusters Score -659971.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -660053.312500 Penalty: 4275.306152
	Iteration 9Q: 3 clusters Score -660053.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -660120.187500 Penalty: 4275.306152
	Iteration 10Q: 3 clusters Score -660120.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -660176.562500 Penalty: 4275.306152
	Iteration 11Q: 3 clusters Score -660176.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -660216.250000 Penalty: 4275.306152
	Iteration 12Q: 3 clusters Score -660216.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -660245.000000 Penalty: 4275.306152
	Iteration 13Q: 3 clusters Score -660245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -660269.812500 Penalty: 4275.306152
	Iteration 14Q: 3 clusters Score -660269.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -660294.187500 Penalty: 4275.306152
	Iteration 15Q: 3 clusters Score -660294.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -660318.312500 Penalty: 4275.306152
	Iteration 16Q: 3 clusters Score -660318.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -660342.437500 Penalty: 4275.306152
	Iteration 17Q: 3 clusters Score -660342.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -660359.375000 Penalty: 4275.306152
	Iteration 18Q: 3 clusters Score -660359.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -660374.000000 Penalty: 4275.306152
	Iteration 19Q: 3 clusters Score -660374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -660382.625000 Penalty: 4275.306152
	Iteration 20F: 3 clusters Score -660382.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -660393.687500 Penalty: 4275.306152
	Iteration 21Q: 3 clusters Score -660393.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -660402.062500 Penalty: 4275.306152
	Iteration 22Q: 3 clusters Score -660402.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -660409.062500 Penalty: 4275.306152
	Iteration 23Q: 3 clusters Score -660409.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -660427.187500 Penalty: 4275.306152
	Iteration 24Q: 3 clusters Score -660427.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -660449.437500 Penalty: 4275.306152
	Iteration 25Q: 3 clusters Score -660449.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -660473.875000 Penalty: 4275.306152
	Iteration 26Q: 3 clusters Score -660473.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -660494.437500 Penalty: 4275.306152
	Iteration 27Q: 3 clusters Score -660494.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -660518.562500 Penalty: 4275.306152
	Iteration 28Q: 3 clusters Score -660518.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -660534.187500 Penalty: 4275.306152
	Iteration 29Q: 3 clusters Score -660534.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -660547.500000 Penalty: 4275.306152
	Iteration 30Q: 3 clusters Score -660547.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -660559.562500 Penalty: 4275.306152
	Iteration 31Q: 3 clusters Score -660559.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -660567.312500 Penalty: 4275.306152
	Iteration 32Q: 3 clusters Score -660567.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -660574.812500 Penalty: 4275.306152
	Iteration 33Q: 3 clusters Score -660574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -660580.187500 Penalty: 4275.306152
	Iteration 34Q: 3 clusters Score -660580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -660582.500000 Penalty: 4275.306152
	Iteration 35Q: 3 clusters Score -660582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -660588.875000 Penalty: 4275.306152
	Iteration 36Q: 3 clusters Score -660588.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -660594.812500 Penalty: 4275.306152
	Iteration 37Q: 3 clusters Score -660594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -660598.000000 Penalty: 4275.306152
	Iteration 38Q: 3 clusters Score -660598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -660604.000000 Penalty: 4275.306152
	Iteration 39Q: 3 clusters Score -660604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -660609.062500 Penalty: 4275.306152
	Iteration 40F: 3 clusters Score -660609.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -660614.750000 Penalty: 4275.306152
	Iteration 41Q: 3 clusters Score -660614.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -660620.625000 Penalty: 4275.306152
	Iteration 42Q: 3 clusters Score -660620.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -660625.687500 Penalty: 4275.306152
	Iteration 43Q: 3 clusters Score -660625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -660629.437500 Penalty: 4275.306152
	Iteration 44Q: 3 clusters Score -660629.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -660634.875000 Penalty: 4275.306152
	Iteration 45Q: 3 clusters Score -660634.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -660640.187500 Penalty: 4275.306152
	Iteration 46Q: 3 clusters Score -660640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -660644.125000 Penalty: 4275.306152
	Iteration 47Q: 3 clusters Score -660644.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -660648.437500 Penalty: 4275.306152
	Iteration 48Q: 3 clusters Score -660648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -660652.937500 Penalty: 4275.306152
	Iteration 49Q: 3 clusters Score -660652.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -660655.125000 Penalty: 4275.306152
	Iteration 50Q: 3 clusters Score -660655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -660656.750000 Penalty: 4275.306152
	Iteration 51Q: 3 clusters Score -660656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -660658.125000 Penalty: 4275.306152
	Iteration 52Q: 3 clusters Score -660658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -660659.937500 Penalty: 4275.306152
	Iteration 53Q: 3 clusters Score -660659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -660661.750000 Penalty: 4275.306152
	Iteration 54Q: 3 clusters Score -660661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -660664.250000 Penalty: 4275.306152
	Iteration 55Q: 3 clusters Score -660664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -660663.812500 Penalty: 4275.306152
	Iteration 56Q: 3 clusters Score -660663.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -660663.812500 Penalty: 4275.306152
	Iteration 57Q: 3 clusters Score -660663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -660663.812500 Penalty: 4275.306152
	Iteration 58F: 3 clusters Score -660663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Entering Unmasked Estep 
Score: -698982.125000 Penalty: 2153.773438
	Iteration 0F: 2 clusters Score -698982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -693897.750000 Penalty: 4307.546875
	Iteration 0F: 3 clusters Score -693897.8 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -695136.312500 Penalty: 4307.546875
	Iteration 1F: 3 clusters Score -695136.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -695388.937500 Penalty: 4307.546875
	Iteration 2F: 3 clusters Score -695388.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -695575.562500 Penalty: 4307.546875
	Iteration 3F: 3 clusters Score -695575.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -695711.750000 Penalty: 4307.546875
	Iteration 4Q: 3 clusters Score -695711.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -695813.437500 Penalty: 4307.546875
	Iteration 5Q: 3 clusters Score -695813.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -695925.312500 Penalty: 4307.546875
	Iteration 6Q: 3 clusters Score -695925.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -696027.187500 Penalty: 4307.546875
	Iteration 7Q: 3 clusters Score -696027.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -696142.062500 Penalty: 4307.546875
	Iteration 8Q: 3 clusters Score -696142.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -696230.562500 Penalty: 4307.546875
	Iteration 9Q: 3 clusters Score -696230.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -696310.687500 Penalty: 4307.546875
	Iteration 10Q: 3 clusters Score -696310.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -696399.125000 Penalty: 4307.546875
	Iteration 11Q: 3 clusters Score -696399.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -696478.937500 Penalty: 4307.546875
	Iteration 12Q: 3 clusters Score -696478.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -696564.375000 Penalty: 4307.546875
	Iteration 13Q: 3 clusters Score -696564.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -696636.000000 Penalty: 4307.546875
	Iteration 14Q: 3 clusters Score -696636 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -696677.750000 Penalty: 4307.546875
	Iteration 15Q: 3 clusters Score -696677.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -696718.687500 Penalty: 4307.546875
	Iteration 16Q: 3 clusters Score -696718.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -696765.562500 Penalty: 4307.546875
	Iteration 17Q: 3 clusters Score -696765.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -696817.312500 Penalty: 4307.546875
	Iteration 18Q: 3 clusters Score -696817.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -696885.625000 Penalty: 4307.546875
	Iteration 19Q: 3 clusters Score -696885.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -696941.750000 Penalty: 4307.546875
	Iteration 20F: 3 clusters Score -696941.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -696996.750000 Penalty: 4307.546875
	Iteration 21Q: 3 clusters Score -696996.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -697048.687500 Penalty: 4307.546875
	Iteration 22Q: 3 clusters Score -697048.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -697091.250000 Penalty: 4307.546875
	Iteration 23Q: 3 clusters Score -697091.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -697118.562500 Penalty: 4307.546875
	Iteration 24Q: 3 clusters Score -697118.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -697141.062500 Penalty: 4307.546875
	Iteration 25Q: 3 clusters Score -697141.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -697163.500000 Penalty: 4307.546875
	Iteration 26Q: 3 clusters Score -697163.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -697182.812500 Penalty: 4307.546875
	Iteration 27Q: 3 clusters Score -697182.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -697201.250000 Penalty: 4307.546875
	Iteration 28Q: 3 clusters Score -697201.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -697220.937500 Penalty: 4307.546875
	Iteration 29Q: 3 clusters Score -697220.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -697239.625000 Penalty: 4307.546875
	Iteration 30Q: 3 clusters Score -697239.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -697256.875000 Penalty: 4307.546875
	Iteration 31Q: 3 clusters Score -697256.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -697264.250000 Penalty: 4307.546875
	Iteration 32Q: 3 clusters Score -697264.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -697269.812500 Penalty: 4307.546875
	Iteration 33Q: 3 clusters Score -697269.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -697274.437500 Penalty: 4307.546875
	Iteration 34Q: 3 clusters Score -697274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -697275.250000 Penalty: 4307.546875
	Iteration 35Q: 3 clusters Score -697275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -697277.875000 Penalty: 4307.546875
	Iteration 36Q: 3 clusters Score -697277.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -697280.687500 Penalty: 4307.546875
	Iteration 37Q: 3 clusters Score -697280.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -697285.125000 Penalty: 4307.546875
	Iteration 38Q: 3 clusters Score -697285.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -697287.437500 Penalty: 4307.546875
	Iteration 39Q: 3 clusters Score -697287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -697291.500000 Penalty: 4307.546875
	Iteration 40F: 3 clusters Score -697291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -697292.437500 Penalty: 4307.546875
	Iteration 41Q: 3 clusters Score -697292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -697295.125000 Penalty: 4307.546875
	Iteration 42Q: 3 clusters Score -697295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -697295.562500 Penalty: 4307.546875
	Iteration 43Q: 3 clusters Score -697295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -697300.000000 Penalty: 4307.546875
	Iteration 44Q: 3 clusters Score -697300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -697304.750000 Penalty: 4307.546875
	Iteration 45Q: 3 clusters Score -697304.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -697309.687500 Penalty: 4307.546875
	Iteration 46Q: 3 clusters Score -697309.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -697314.687500 Penalty: 4307.546875
	Iteration 47Q: 3 clusters Score -697314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -697316.437500 Penalty: 4307.546875
	Iteration 48Q: 3 clusters Score -697316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -697318.812500 Penalty: 4307.546875
	Iteration 49Q: 3 clusters Score -697318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -697319.312500 Penalty: 4307.546875
	Iteration 50Q: 3 clusters Score -697319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -697319.312500 Penalty: 4307.546875
	Iteration 51F: 3 clusters Score -697319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Entering Unmasked Estep 
Score: -314653.343750 Penalty: 2044.268799
	Iteration 0F: 2 clusters Score -314653.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -310882.250000 Penalty: 4088.537598
	Iteration 0F: 3 clusters Score -310882.2 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -311781.343750 Penalty: 4088.537598
	Iteration 1F: 3 clusters Score -311781.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -312028.218750 Penalty: 4088.537598
	Iteration 2F: 3 clusters Score -312028.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -312229.468750 Penalty: 4088.537598
	Iteration 3F: 3 clusters Score -312229.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -312375.437500 Penalty: 4088.537598
	Iteration 4Q: 3 clusters Score -312375.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -312502.125000 Penalty: 4088.537598
	Iteration 5Q: 3 clusters Score -312502.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -312617.125000 Penalty: 4088.537598
	Iteration 6Q: 3 clusters Score -312617.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -312721.781250 Penalty: 4088.537598
	Iteration 7Q: 3 clusters Score -312721.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -312814.968750 Penalty: 4088.537598
	Iteration 8Q: 3 clusters Score -312815 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -312904.875000 Penalty: 4088.537598
	Iteration 9Q: 3 clusters Score -312904.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -312983.750000 Penalty: 4088.537598
	Iteration 10Q: 3 clusters Score -312983.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -313055.406250 Penalty: 4088.537598
	Iteration 11Q: 3 clusters Score -313055.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -313096.562500 Penalty: 4088.537598
	Iteration 12Q: 3 clusters Score -313096.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -313116.593750 Penalty: 4088.537598
	Iteration 13Q: 3 clusters Score -313116.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -313132.187500 Penalty: 4088.537598
	Iteration 14Q: 3 clusters Score -313132.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -313138.781250 Penalty: 4088.537598
	Iteration 15Q: 3 clusters Score -313138.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -313143.062500 Penalty: 4088.537598
	Iteration 16Q: 3 clusters Score -313143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -313148.531250 Penalty: 4088.537598
	Iteration 17Q: 3 clusters Score -313148.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -313155.562500 Penalty: 4088.537598
	Iteration 18Q: 3 clusters Score -313155.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -313164.531250 Penalty: 4088.537598
	Iteration 19Q: 3 clusters Score -313164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -313168.781250 Penalty: 4088.537598
	Iteration 20F: 3 clusters Score -313168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -313171.906250 Penalty: 4088.537598
	Iteration 21Q: 3 clusters Score -313171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -313172.625000 Penalty: 4088.537598
	Iteration 22Q: 3 clusters Score -313172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -313173.281250 Penalty: 4088.537598
	Iteration 23Q: 3 clusters Score -313173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -313173.656250 Penalty: 4088.537598
	Iteration 24Q: 3 clusters Score -313173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -313173.406250 Penalty: 4088.537598
	Iteration 25Q: 3 clusters Score -313173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -313174.687500 Penalty: 4088.537598
	Iteration 26Q: 3 clusters Score -313174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -313175.343750 Penalty: 4088.537598
	Iteration 27Q: 3 clusters Score -313175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -313175.125000 Penalty: 4088.537598
	Iteration 28Q: 3 clusters Score -313175.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -313176.343750 Penalty: 4088.537598
	Iteration 29Q: 3 clusters Score -313176.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -313176.343750 Penalty: 4088.537598
	Iteration 30F: 3 clusters Score -313176.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Entering Unmasked Estep 
Score: -832339.000000 Penalty: 2193.359863
	Iteration 0F: 2 clusters Score -832339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -826684.500000 Penalty: 4386.719727
	Iteration 0F: 3 clusters Score -826684.5 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -828249.375000 Penalty: 4386.719727
	Iteration 1F: 3 clusters Score -828249.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -828607.562500 Penalty: 4386.719727
	Iteration 2F: 3 clusters Score -828607.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -828872.062500 Penalty: 4386.719727
	Iteration 3F: 3 clusters Score -828872.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -829096.687500 Penalty: 4386.719727
	Iteration 4Q: 3 clusters Score -829096.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -829354.250000 Penalty: 4386.719727
	Iteration 5Q: 3 clusters Score -829354.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -829594.687500 Penalty: 4386.719727
	Iteration 6Q: 3 clusters Score -829594.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -829800.875000 Penalty: 4386.719727
	Iteration 7Q: 3 clusters Score -829800.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -829995.500000 Penalty: 4386.719727
	Iteration 8Q: 3 clusters Score -829995.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -830183.312500 Penalty: 4386.719727
	Iteration 9Q: 3 clusters Score -830183.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -830360.187500 Penalty: 4386.719727
	Iteration 10Q: 3 clusters Score -830360.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -830479.000000 Penalty: 4386.719727
	Iteration 11Q: 3 clusters Score -830479 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -830566.562500 Penalty: 4386.719727
	Iteration 12Q: 3 clusters Score -830566.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -830635.750000 Penalty: 4386.719727
	Iteration 13Q: 3 clusters Score -830635.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -830693.812500 Penalty: 4386.719727
	Iteration 14Q: 3 clusters Score -830693.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -830737.562500 Penalty: 4386.719727
	Iteration 15Q: 3 clusters Score -830737.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -830777.625000 Penalty: 4386.719727
	Iteration 16Q: 3 clusters Score -830777.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -830818.125000 Penalty: 4386.719727
	Iteration 17Q: 3 clusters Score -830818.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -830843.000000 Penalty: 4386.719727
	Iteration 18Q: 3 clusters Score -830843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -830866.875000 Penalty: 4386.719727
	Iteration 19Q: 3 clusters Score -830866.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -830884.562500 Penalty: 4386.719727
	Iteration 20F: 3 clusters Score -830884.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -830895.437500 Penalty: 4386.719727
	Iteration 21Q: 3 clusters Score -830895.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -830907.687500 Penalty: 4386.719727
	Iteration 22Q: 3 clusters Score -830907.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -830918.687500 Penalty: 4386.719727
	Iteration 23Q: 3 clusters Score -830918.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -830929.437500 Penalty: 4386.719727
	Iteration 24Q: 3 clusters Score -830929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -830937.875000 Penalty: 4386.719727
	Iteration 25Q: 3 clusters Score -830937.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -830945.312500 Penalty: 4386.719727
	Iteration 26Q: 3 clusters Score -830945.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -830949.937500 Penalty: 4386.719727
	Iteration 27Q: 3 clusters Score -830949.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -830957.187500 Penalty: 4386.719727
	Iteration 28Q: 3 clusters Score -830957.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -830970.125000 Penalty: 4386.719727
	Iteration 29Q: 3 clusters Score -830970.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -830979.500000 Penalty: 4386.719727
	Iteration 30Q: 3 clusters Score -830979.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -830983.687500 Penalty: 4386.719727
	Iteration 31Q: 3 clusters Score -830983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -830987.625000 Penalty: 4386.719727
	Iteration 32Q: 3 clusters Score -830987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -830990.625000 Penalty: 4386.719727
	Iteration 33Q: 3 clusters Score -830990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -830990.750000 Penalty: 4386.719727
	Iteration 34Q: 3 clusters Score -830990.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -830993.812500 Penalty: 4386.719727
	Iteration 35Q: 3 clusters Score -830993.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -830994.250000 Penalty: 4386.719727
	Iteration 36Q: 3 clusters Score -830994.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -830996.187500 Penalty: 4386.719727
	Iteration 37Q: 3 clusters Score -830996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -830998.562500 Penalty: 4386.719727
	Iteration 38Q: 3 clusters Score -830998.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -830999.250000 Penalty: 4386.719727
	Iteration 39Q: 3 clusters Score -830999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -830999.250000 Penalty: 4386.719727
	Iteration 40F: 3 clusters Score -830999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -459748.468750 Penalty: 2042.698120
	Iteration 0F: 2 clusters Score -459748.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -456002.250000 Penalty: 4085.396240
	Iteration 0F: 3 clusters Score -456002.2 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -456791.062500 Penalty: 4085.396240
	Iteration 1F: 3 clusters Score -456791.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -456970.718750 Penalty: 4085.396240
	Iteration 2F: 3 clusters Score -456970.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -457061.062500 Penalty: 4085.396240
	Iteration 3Q: 3 clusters Score -457061.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -457140.750000 Penalty: 4085.396240
	Iteration 4Q: 3 clusters Score -457140.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -457190.781250 Penalty: 4085.396240
	Iteration 5Q: 3 clusters Score -457190.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -457229.562500 Penalty: 4085.396240
	Iteration 6Q: 3 clusters Score -457229.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -457257.031250 Penalty: 4085.396240
	Iteration 7Q: 3 clusters Score -457257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -457284.218750 Penalty: 4085.396240
	Iteration 8Q: 3 clusters Score -457284.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -457302.062500 Penalty: 4085.396240
	Iteration 9Q: 3 clusters Score -457302.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -457320.312500 Penalty: 4085.396240
	Iteration 10Q: 3 clusters Score -457320.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -457337.687500 Penalty: 4085.396240
	Iteration 11Q: 3 clusters Score -457337.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -457350.906250 Penalty: 4085.396240
	Iteration 12Q: 3 clusters Score -457350.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -457366.187500 Penalty: 4085.396240
	Iteration 13Q: 3 clusters Score -457366.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -457379.531250 Penalty: 4085.396240
	Iteration 14Q: 3 clusters Score -457379.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -457394.343750 Penalty: 4085.396240
	Iteration 15Q: 3 clusters Score -457394.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -457409.437500 Penalty: 4085.396240
	Iteration 16Q: 3 clusters Score -457409.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -457422.593750 Penalty: 4085.396240
	Iteration 17Q: 3 clusters Score -457422.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -457434.375000 Penalty: 4085.396240
	Iteration 18Q: 3 clusters Score -457434.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -457444.593750 Penalty: 4085.396240
	Iteration 19Q: 3 clusters Score -457444.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -457450.687500 Penalty: 4085.396240
	Iteration 20F: 3 clusters Score -457450.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -457452.875000 Penalty: 4085.396240
	Iteration 21Q: 3 clusters Score -457452.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -457454.843750 Penalty: 4085.396240
	Iteration 22Q: 3 clusters Score -457454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -457456.843750 Penalty: 4085.396240
	Iteration 23Q: 3 clusters Score -457456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -457460.875000 Penalty: 4085.396240
	Iteration 24Q: 3 clusters Score -457460.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -457464.250000 Penalty: 4085.396240
	Iteration 25Q: 3 clusters Score -457464.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -457467.281250 Penalty: 4085.396240
	Iteration 26Q: 3 clusters Score -457467.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -457473.781250 Penalty: 4085.396240
	Iteration 27Q: 3 clusters Score -457473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -457476.625000 Penalty: 4085.396240
	Iteration 28Q: 3 clusters Score -457476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -457479.937500 Penalty: 4085.396240
	Iteration 29Q: 3 clusters Score -457479.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -457484.281250 Penalty: 4085.396240
	Iteration 30Q: 3 clusters Score -457484.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -457486.031250 Penalty: 4085.396240
	Iteration 31Q: 3 clusters Score -457486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -457487.312500 Penalty: 4085.396240
	Iteration 32Q: 3 clusters Score -457487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -457490.625000 Penalty: 4085.396240
	Iteration 33Q: 3 clusters Score -457490.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -457493.312500 Penalty: 4085.396240
	Iteration 34Q: 3 clusters Score -457493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -457494.468750 Penalty: 4085.396240
	Iteration 35Q: 3 clusters Score -457494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -457497.250000 Penalty: 4085.396240
	Iteration 36Q: 3 clusters Score -457497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -457498.687500 Penalty: 4085.396240
	Iteration 37Q: 3 clusters Score -457498.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -457501.500000 Penalty: 4085.396240
	Iteration 38Q: 3 clusters Score -457501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457504.375000 Penalty: 4085.396240
	Iteration 39Q: 3 clusters Score -457504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457503.750000 Penalty: 4085.396240
	Iteration 40F: 3 clusters Score -457503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -457505.250000 Penalty: 4085.396240
	Iteration 41Q: 3 clusters Score -457505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457505.750000 Penalty: 4085.396240
	Iteration 42Q: 3 clusters Score -457505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457505.750000 Penalty: 4085.396240
	Iteration 43F: 3 clusters Score -457505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -183187.859375 Penalty: 1813.513184
	Iteration 0F: 2 clusters Score -183187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -180872.375000 Penalty: 3627.026367
	Iteration 0F: 3 clusters Score -180872.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -181222.125000 Penalty: 3627.026367
	Iteration 1F: 3 clusters Score -181222.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -181311.203125 Penalty: 3627.026367
	Iteration 2F: 3 clusters Score -181311.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -181374.109375 Penalty: 3627.026367
	Iteration 3Q: 3 clusters Score -181374.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -181425.781250 Penalty: 3627.026367
	Iteration 4Q: 3 clusters Score -181425.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -181482.359375 Penalty: 3627.026367
	Iteration 5Q: 3 clusters Score -181482.4 nChanged 28
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: -181532.843750 Penalty: 3627.026367
	Iteration 6Q: 3 clusters Score -181532.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -181566.593750 Penalty: 3627.026367
	Iteration 7Q: 3 clusters Score -181566.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -181590.500000 Penalty: 3627.026367
	Iteration 8Q: 3 clusters Score -181590.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -181601.796875 Penalty: 3627.026367
	Iteration 9Q: 3 clusters Score -181601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -181616.125000 Penalty: 3627.026367
	Iteration 10Q: 3 clusters Score -181616.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -181635.078125 Penalty: 3627.026367
	Iteration 11Q: 3 clusters Score -181635.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -181655.343750 Penalty: 3627.026367
	Iteration 12Q: 3 clusters Score -181655.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -181668.703125 Penalty: 3627.026367
	Iteration 13Q: 3 clusters Score -181668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -181677.062500 Penalty: 3627.026367
	Iteration 14Q: 3 clusters Score -181677.1 nChanged 10
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: -181684.468750 Penalty: 3627.026367
	Iteration 15Q: 3 clusters Score -181684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -181692.390625 Penalty: 3627.026367
	Iteration 16Q: 3 clusters Score -181692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -181700.484375 Penalty: 3627.026367
	Iteration 17Q: 3 clusters Score -181700.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -181704.515625 Penalty: 3627.026367
	Iteration 18Q: 3 clusters Score -181704.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -181710.187500 Penalty: 3627.026367
	Iteration 19Q: 3 clusters Score -181710.2 nChanged 5
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: -181715.078125 Penalty: 3627.026367
	Iteration 20F: 3 clusters Score -181715.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -181718.718750 Penalty: 3627.026367
	Iteration 21Q: 3 clusters Score -181718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -181724.343750 Penalty: 3627.026367
	Iteration 22Q: 3 clusters Score -181724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -181726.890625 Penalty: 3627.026367
	Iteration 23Q: 3 clusters Score -181726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -181729.328125 Penalty: 3627.026367
	Iteration 24Q: 3 clusters Score -181729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -181731.062500 Penalty: 3627.026367
	Iteration 25Q: 3 clusters Score -181731.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -181732.406250 Penalty: 3627.026367
	Iteration 26Q: 3 clusters Score -181732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -181732.406250 Penalty: 3627.026367
	Iteration 27F: 3 clusters Score -181732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40167 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16378 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3547 members 
Mstep: Class 15 contains 9403 members 
Mstep: Class 16 contains 26435 members 
Mstep: Class 17 contains 9346 members 
Mstep: Class 18 contains 17402 members 
Mstep: Class 19 contains 11253 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 17444 members 
Mstep: Class 25 contains 13519 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24494 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 5539 members 
Mstep: Class 30 contains 5911 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6934 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712144.000000 Penalty: 106916.710938
Iteration 159Q: 35 clusters Score -3.571214e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40169 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 9527 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 9402 members 
Mstep: Class 16 contains 26431 members 
Mstep: Class 17 contains 9347 members 
Mstep: Class 18 contains 17394 members 
Mstep: Class 19 contains 11255 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13223 members 
Mstep: Class 24 contains 17445 members 
Mstep: Class 25 contains 13518 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24495 members 
Mstep: Class 28 contains 5614 members 
Mstep: Class 29 contains 5539 members 
Mstep: Class 30 contains 5914 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6938 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712148.000000 Penalty: 106916.710938
Iteration 160F: 35 clusters Score -3.571215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40166 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 9528 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 26427 members 
Mstep: Class 17 contains 9349 members 
Mstep: Class 18 contains 17383 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 17446 members 
Mstep: Class 25 contains 13517 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24496 members 
Mstep: Class 28 contains 5615 members 
Mstep: Class 29 contains 5539 members 
Mstep: Class 30 contains 5916 members 
Mstep: Class 31 contains 3801 members 
Mstep: Class 32 contains 6944 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712168.000000 Penalty: 106916.710938
Iteration 161Q: 35 clusters Score -3.571217e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40164 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9669 members 
Mstep: Class 9 contains 9531 members 
Mstep: Class 10 contains 16378 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 9400 members 
Mstep: Class 16 contains 26425 members 
Mstep: Class 17 contains 9348 members 
Mstep: Class 18 contains 17370 members 
Mstep: Class 19 contains 11265 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 17445 members 
Mstep: Class 25 contains 13517 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24496 members 
Mstep: Class 28 contains 5616 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 5924 members 
Mstep: Class 31 contains 3802 members 
Mstep: Class 32 contains 6946 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712224.000000 Penalty: 106916.710938
Iteration 162Q: 35 clusters Score -3.571222e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40168 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9671 members 
Mstep: Class 9 contains 9532 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 9398 members 
Mstep: Class 16 contains 26422 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17359 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 17446 members 
Mstep: Class 25 contains 13516 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24497 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 5930 members 
Mstep: Class 31 contains 3802 members 
Mstep: Class 32 contains 6949 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712216.000000 Penalty: 106916.710938
Iteration 163Q: 35 clusters Score -3.571222e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40163 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9533 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7794 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 9402 members 
Mstep: Class 16 contains 26419 members 
Mstep: Class 17 contains 9344 members 
Mstep: Class 18 contains 17354 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13221 members 
Mstep: Class 24 contains 17446 members 
Mstep: Class 25 contains 13515 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 24496 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 5933 members 
Mstep: Class 31 contains 3804 members 
Mstep: Class 32 contains 6953 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712212.000000 Penalty: 106916.710938
Iteration 164Q: 35 clusters Score -3.571221e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40159 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9533 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 9405 members 
Mstep: Class 16 contains 26416 members 
Mstep: Class 17 contains 9347 members 
Mstep: Class 18 contains 17347 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 17446 members 
Mstep: Class 25 contains 13514 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 24495 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 5935 members 
Mstep: Class 31 contains 3804 members 
Mstep: Class 32 contains 6960 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712188.000000 Penalty: 106916.710938
Iteration 165Q: 35 clusters Score -3.571219e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40156 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 9401 members 
Mstep: Class 16 contains 26412 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17345 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 17448 members 
Mstep: Class 25 contains 13513 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24493 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 5939 members 
Mstep: Class 31 contains 3804 members 
Mstep: Class 32 contains 6965 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712196.000000 Penalty: 106916.710938
Iteration 166Q: 35 clusters Score -3.57122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40152 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 9404 members 
Mstep: Class 16 contains 26409 members 
Mstep: Class 17 contains 9344 members 
Mstep: Class 18 contains 17342 members 
Mstep: Class 19 contains 11258 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13229 members 
Mstep: Class 24 contains 17448 members 
Mstep: Class 25 contains 13512 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24495 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 5942 members 
Mstep: Class 31 contains 3804 members 
Mstep: Class 32 contains 6974 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712148.000000 Penalty: 106916.710938
Iteration 167Q: 35 clusters Score -3.571215e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40147 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16381 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 15 contains 9405 members 
Mstep: Class 16 contains 26402 members 
Mstep: Class 17 contains 9344 members 
Mstep: Class 18 contains 17328 members 
Mstep: Class 19 contains 11259 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13227 members 
Mstep: Class 24 contains 17451 members 
Mstep: Class 25 contains 13510 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24495 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 5948 members 
Mstep: Class 31 contains 3804 members 
Mstep: Class 32 contains 6992 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712196.000000 Penalty: 106916.710938
Iteration 168Q: 35 clusters Score -3.57122e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40144 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 9405 members 
Mstep: Class 16 contains 26399 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17307 members 
Mstep: Class 19 contains 11262 members 
Mstep: Class 20 contains 3195 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13507 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24498 members 
Mstep: Class 28 contains 5617 members 
Mstep: Class 29 contains 5538 members 
Mstep: Class 30 contains 5959 members 
Mstep: Class 31 contains 3804 members 
Mstep: Class 32 contains 7007 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712244.000000 Penalty: 106916.710938
Iteration 169Q: 35 clusters Score -3.571224e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40142 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 9406 members 
Mstep: Class 16 contains 26393 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17296 members 
Mstep: Class 19 contains 11264 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1553 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13505 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24499 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 5540 members 
Mstep: Class 30 contains 5964 members 
Mstep: Class 31 contains 3804 members 
Mstep: Class 32 contains 7017 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712196.000000 Penalty: 106916.710938
Iteration 170Q: 35 clusters Score -3.57122e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40141 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9671 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 9405 members 
Mstep: Class 16 contains 26378 members 
Mstep: Class 17 contains 9344 members 
Mstep: Class 18 contains 17288 members 
Mstep: Class 19 contains 11267 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1553 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13228 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13503 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24500 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 5542 members 
Mstep: Class 30 contains 5971 members 
Mstep: Class 31 contains 3804 members 
Mstep: Class 32 contains 7025 members 
Mstep: Class 33 contains 3777 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712184.000000 Penalty: 106916.710938
Iteration 171Q: 35 clusters Score -3.571218e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40139 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3541 members 
Mstep: Class 15 contains 9407 members 
Mstep: Class 16 contains 26371 members 
Mstep: Class 17 contains 9341 members 
Mstep: Class 18 contains 17275 members 
Mstep: Class 19 contains 11267 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13229 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13502 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24501 members 
Mstep: Class 28 contains 5619 members 
Mstep: Class 29 contains 5543 members 
Mstep: Class 30 contains 5981 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7032 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712180.000000 Penalty: 106916.710938
Iteration 172Q: 35 clusters Score -3.571218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40138 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16381 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9409 members 
Mstep: Class 16 contains 26358 members 
Mstep: Class 17 contains 9342 members 
Mstep: Class 18 contains 17272 members 
Mstep: Class 19 contains 11270 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1554 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13228 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13500 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24503 members 
Mstep: Class 28 contains 5620 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 5984 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7038 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712188.000000 Penalty: 106916.710938
Iteration 173Q: 35 clusters Score -3.571219e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40142 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16382 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9411 members 
Mstep: Class 16 contains 26344 members 
Mstep: Class 17 contains 9340 members 
Mstep: Class 18 contains 17269 members 
Mstep: Class 19 contains 11273 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1555 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13226 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24501 members 
Mstep: Class 28 contains 5622 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 5985 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7046 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712200.000000 Penalty: 106916.710938
Iteration 174Q: 35 clusters Score -3.57122e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40139 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16381 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9414 members 
Mstep: Class 16 contains 26331 members 
Mstep: Class 17 contains 9338 members 
Mstep: Class 18 contains 17269 members 
Mstep: Class 19 contains 11275 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1557 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13225 members 
Mstep: Class 24 contains 17457 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24501 members 
Mstep: Class 28 contains 5623 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 5987 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7050 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712232.000000 Penalty: 106916.710938
Iteration 175Q: 35 clusters Score -3.571223e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40136 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7794 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9414 members 
Mstep: Class 16 contains 26318 members 
Mstep: Class 17 contains 9336 members 
Mstep: Class 18 contains 17271 members 
Mstep: Class 19 contains 11277 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13226 members 
Mstep: Class 24 contains 17458 members 
Mstep: Class 25 contains 13498 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24503 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 5991 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7054 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712188.000000 Penalty: 106916.710938
Iteration 176Q: 35 clusters Score -3.571219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40134 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16381 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7796 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9414 members 
Mstep: Class 16 contains 26316 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 17265 members 
Mstep: Class 19 contains 11274 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13228 members 
Mstep: Class 24 contains 17460 members 
Mstep: Class 25 contains 13497 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24503 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 5543 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7054 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712192.000000 Penalty: 106916.710938
Iteration 177Q: 35 clusters Score -3.571219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40133 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16381 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9412 members 
Mstep: Class 16 contains 26309 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 17263 members 
Mstep: Class 19 contains 11277 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 17460 members 
Mstep: Class 25 contains 13497 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24507 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 5543 members 
Mstep: Class 30 contains 5995 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7055 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712176.000000 Penalty: 106916.710938
Iteration 178Q: 35 clusters Score -3.571218e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5529 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40133 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9414 members 
Mstep: Class 16 contains 26301 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 17259 members 
Mstep: Class 19 contains 11278 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 17460 members 
Mstep: Class 25 contains 13497 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24509 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 5543 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7057 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712200.000000 Penalty: 106916.710938
Iteration 179Q: 35 clusters Score -3.57122e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40129 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9532 members 
Mstep: Class 10 contains 16378 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9417 members 
Mstep: Class 16 contains 26292 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 17259 members 
Mstep: Class 19 contains 11276 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13232 members 
Mstep: Class 24 contains 17460 members 
Mstep: Class 25 contains 13497 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24515 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6005 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7058 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712188.000000 Penalty: 106916.710938
Iteration 180F: 35 clusters Score -3.571219e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40126 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9677 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16378 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 26278 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 17256 members 
Mstep: Class 19 contains 11279 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13229 members 
Mstep: Class 24 contains 17459 members 
Mstep: Class 25 contains 13498 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24521 members 
Mstep: Class 28 contains 5627 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6012 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7059 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712164.000000 Penalty: 106916.710938
Iteration 181Q: 35 clusters Score -3.571216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4029 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40124 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9677 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 26261 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 17253 members 
Mstep: Class 19 contains 11278 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 17460 members 
Mstep: Class 25 contains 13498 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24530 members 
Mstep: Class 28 contains 5629 members 
Mstep: Class 29 contains 5542 members 
Mstep: Class 30 contains 6019 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7062 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712152.000000 Penalty: 106916.710938
Iteration 182Q: 35 clusters Score -3.571215e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40117 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16376 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7798 members 
Mstep: Class 14 contains 3539 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 26248 members 
Mstep: Class 17 contains 9338 members 
Mstep: Class 18 contains 17247 members 
Mstep: Class 19 contains 11280 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13234 members 
Mstep: Class 24 contains 17462 members 
Mstep: Class 25 contains 13498 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24537 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 5543 members 
Mstep: Class 30 contains 6026 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7064 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712188.000000 Penalty: 106916.710938
Iteration 183Q: 35 clusters Score -3.571219e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40114 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16376 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 3539 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 26236 members 
Mstep: Class 17 contains 9339 members 
Mstep: Class 18 contains 17233 members 
Mstep: Class 19 contains 11281 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13237 members 
Mstep: Class 24 contains 17462 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24545 members 
Mstep: Class 28 contains 5633 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6035 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7070 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712184.000000 Penalty: 106916.710938
Iteration 184Q: 35 clusters Score -3.571218e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40115 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16378 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 2817 members 
Mstep: Class 13 contains 7796 members 
Mstep: Class 14 contains 3538 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 26225 members 
Mstep: Class 17 contains 9340 members 
Mstep: Class 18 contains 17228 members 
Mstep: Class 19 contains 11278 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13237 members 
Mstep: Class 24 contains 17462 members 
Mstep: Class 25 contains 13499 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24547 members 
Mstep: Class 28 contains 5634 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6043 members 
Mstep: Class 31 contains 3805 members 
Mstep: Class 32 contains 7076 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712192.000000 Penalty: 106916.710938
Iteration 185Q: 35 clusters Score -3.571219e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40106 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16378 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 7796 members 
Mstep: Class 14 contains 3537 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 26218 members 
Mstep: Class 17 contains 9341 members 
Mstep: Class 18 contains 17221 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13238 members 
Mstep: Class 24 contains 17462 members 
Mstep: Class 25 contains 13498 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24551 members 
Mstep: Class 28 contains 5636 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6052 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7081 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712196.000000 Penalty: 106916.710938
Iteration 186Q: 35 clusters Score -3.57122e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40098 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16380 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 7797 members 
Mstep: Class 14 contains 3536 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 26210 members 
Mstep: Class 17 contains 9342 members 
Mstep: Class 18 contains 17217 members 
Mstep: Class 19 contains 11280 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 17462 members 
Mstep: Class 25 contains 13496 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24554 members 
Mstep: Class 28 contains 5637 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6064 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7084 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712236.000000 Penalty: 106916.710938
Iteration 187Q: 35 clusters Score -3.571224e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40100 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 7795 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 26198 members 
Mstep: Class 17 contains 9343 members 
Mstep: Class 18 contains 17204 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1558 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13240 members 
Mstep: Class 24 contains 17462 members 
Mstep: Class 25 contains 13494 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24553 members 
Mstep: Class 28 contains 5638 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6082 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7091 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712240.000000 Penalty: 106916.710938
Iteration 188Q: 35 clusters Score -3.571224e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4026 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40096 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16378 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 7793 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 26189 members 
Mstep: Class 17 contains 9342 members 
Mstep: Class 18 contains 17188 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13242 members 
Mstep: Class 24 contains 17462 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24555 members 
Mstep: Class 28 contains 5641 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6101 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7100 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712288.000000 Penalty: 106916.710938
Iteration 189Q: 35 clusters Score -3.571229e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40098 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9665 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 26181 members 
Mstep: Class 17 contains 9343 members 
Mstep: Class 18 contains 17170 members 
Mstep: Class 19 contains 11289 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13242 members 
Mstep: Class 24 contains 17464 members 
Mstep: Class 25 contains 13490 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24554 members 
Mstep: Class 28 contains 5641 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6116 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7109 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712212.000000 Penalty: 106916.710938
Iteration 190Q: 35 clusters Score -3.571221e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5528 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40098 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 2066 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 26171 members 
Mstep: Class 17 contains 9344 members 
Mstep: Class 18 contains 17155 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13243 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13491 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24557 members 
Mstep: Class 28 contains 5643 members 
Mstep: Class 29 contains 5543 members 
Mstep: Class 30 contains 6128 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7111 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712240.000000 Penalty: 106916.710938
Iteration 191Q: 35 clusters Score -3.571224e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40092 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16375 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 26161 members 
Mstep: Class 17 contains 9346 members 
Mstep: Class 18 contains 17141 members 
Mstep: Class 19 contains 11298 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 17468 members 
Mstep: Class 25 contains 13490 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24559 members 
Mstep: Class 28 contains 5645 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6139 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7119 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712288.000000 Penalty: 106916.710938
Iteration 192Q: 35 clusters Score -3.571229e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40085 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9669 members 
Mstep: Class 9 contains 9534 members 
Mstep: Class 10 contains 16376 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 26156 members 
Mstep: Class 17 contains 9347 members 
Mstep: Class 18 contains 17126 members 
Mstep: Class 19 contains 11307 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 17467 members 
Mstep: Class 25 contains 13491 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24566 members 
Mstep: Class 28 contains 5646 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6145 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7123 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712304.000000 Penalty: 106916.710938
Iteration 193Q: 35 clusters Score -3.57123e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40083 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 9535 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 26142 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 17116 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1559 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13241 members 
Mstep: Class 24 contains 17470 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24571 members 
Mstep: Class 28 contains 5647 members 
Mstep: Class 29 contains 5544 members 
Mstep: Class 30 contains 6158 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7126 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712304.000000 Penalty: 106916.710938
Iteration 194Q: 35 clusters Score -3.57123e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5526 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40079 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 9535 members 
Mstep: Class 10 contains 16377 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 26133 members 
Mstep: Class 17 contains 9347 members 
Mstep: Class 18 contains 17102 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1560 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13242 members 
Mstep: Class 24 contains 17469 members 
Mstep: Class 25 contains 13492 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24580 members 
Mstep: Class 28 contains 5648 members 
Mstep: Class 29 contains 5545 members 
Mstep: Class 30 contains 6168 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7131 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712376.000000 Penalty: 106916.710938
Iteration 195Q: 35 clusters Score -3.571238e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40076 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 9535 members 
Mstep: Class 10 contains 16375 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 26115 members 
Mstep: Class 17 contains 9347 members 
Mstep: Class 18 contains 17092 members 
Mstep: Class 19 contains 11313 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13240 members 
Mstep: Class 24 contains 17469 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24593 members 
Mstep: Class 28 contains 5648 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 6177 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7136 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712352.000000 Penalty: 106916.710938
Iteration 196Q: 35 clusters Score -3.571235e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5527 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40078 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 9536 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 3535 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 26107 members 
Mstep: Class 17 contains 9350 members 
Mstep: Class 18 contains 17077 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13240 members 
Mstep: Class 24 contains 17468 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24600 members 
Mstep: Class 28 contains 5649 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 6184 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7143 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712300.000000 Penalty: 106916.710938
Iteration 197Q: 35 clusters Score -3.57123e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5526 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40075 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 16373 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 3534 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 26102 members 
Mstep: Class 17 contains 9352 members 
Mstep: Class 18 contains 17076 members 
Mstep: Class 19 contains 11311 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 17465 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24604 members 
Mstep: Class 28 contains 5649 members 
Mstep: Class 29 contains 5546 members 
Mstep: Class 30 contains 6191 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7148 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712332.000000 Penalty: 106916.710938
Iteration 198Q: 35 clusters Score -3.571233e+07 nChanged 38
Entering ConstructFrom: 
Score: -35712332.000000 Penalty: 106916.710938
Entering ConstructFrom: 
Trying to split cluster 1 (6865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Entering Unmasked Estep 
Score: -612761.187500 Penalty: 2190.879395
	Iteration 0F: 2 clusters Score -612761.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -607081.375000 Penalty: 4381.758789
	Iteration 0F: 3 clusters Score -607081.4 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -608727.000000 Penalty: 4381.758789
	Iteration 1F: 3 clusters Score -608727 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -609074.312500 Penalty: 4381.758789
	Iteration 2F: 3 clusters Score -609074.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -609324.937500 Penalty: 4381.758789
	Iteration 3F: 3 clusters Score -609324.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -609556.750000 Penalty: 4381.758789
	Iteration 4F: 3 clusters Score -609556.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -609736.562500 Penalty: 4381.758789
	Iteration 5Q: 3 clusters Score -609736.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -609871.562500 Penalty: 4381.758789
	Iteration 6Q: 3 clusters Score -609871.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -609992.562500 Penalty: 4381.758789
	Iteration 7Q: 3 clusters Score -609992.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -610095.750000 Penalty: 4381.758789
	Iteration 8Q: 3 clusters Score -610095.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -610194.000000 Penalty: 4381.758789
	Iteration 9Q: 3 clusters Score -610194 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -610270.687500 Penalty: 4381.758789
	Iteration 10Q: 3 clusters Score -610270.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -610323.375000 Penalty: 4381.758789
	Iteration 11Q: 3 clusters Score -610323.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -610376.500000 Penalty: 4381.758789
	Iteration 12Q: 3 clusters Score -610376.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -610413.562500 Penalty: 4381.758789
	Iteration 13Q: 3 clusters Score -610413.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -610442.937500 Penalty: 4381.758789
	Iteration 14Q: 3 clusters Score -610442.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -610464.187500 Penalty: 4381.758789
	Iteration 15Q: 3 clusters Score -610464.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -610482.312500 Penalty: 4381.758789
	Iteration 16Q: 3 clusters Score -610482.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -610494.875000 Penalty: 4381.758789
	Iteration 17Q: 3 clusters Score -610494.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -610510.875000 Penalty: 4381.758789
	Iteration 18Q: 3 clusters Score -610510.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -610520.937500 Penalty: 4381.758789
	Iteration 19Q: 3 clusters Score -610520.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -610531.875000 Penalty: 4381.758789
	Iteration 20F: 3 clusters Score -610531.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -610542.375000 Penalty: 4381.758789
	Iteration 21Q: 3 clusters Score -610542.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -610548.812500 Penalty: 4381.758789
	Iteration 22Q: 3 clusters Score -610548.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -610556.625000 Penalty: 4381.758789
	Iteration 23Q: 3 clusters Score -610556.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -610566.000000 Penalty: 4381.758789
	Iteration 24Q: 3 clusters Score -610566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -610578.312500 Penalty: 4381.758789
	Iteration 25Q: 3 clusters Score -610578.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -610587.687500 Penalty: 4381.758789
	Iteration 26Q: 3 clusters Score -610587.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -610599.125000 Penalty: 4381.758789
	Iteration 27Q: 3 clusters Score -610599.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -610610.187500 Penalty: 4381.758789
	Iteration 28Q: 3 clusters Score -610610.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -610620.625000 Penalty: 4381.758789
	Iteration 29Q: 3 clusters Score -610620.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -610630.000000 Penalty: 4381.758789
	Iteration 30Q: 3 clusters Score -610630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -610637.562500 Penalty: 4381.758789
	Iteration 31Q: 3 clusters Score -610637.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -610644.812500 Penalty: 4381.758789
	Iteration 32Q: 3 clusters Score -610644.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -610648.000000 Penalty: 4381.758789
	Iteration 33Q: 3 clusters Score -610648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -610653.562500 Penalty: 4381.758789
	Iteration 34Q: 3 clusters Score -610653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -610658.312500 Penalty: 4381.758789
	Iteration 35Q: 3 clusters Score -610658.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -610662.937500 Penalty: 4381.758789
	Iteration 36Q: 3 clusters Score -610662.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -610667.750000 Penalty: 4381.758789
	Iteration 37Q: 3 clusters Score -610667.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -610674.750000 Penalty: 4381.758789
	Iteration 38Q: 3 clusters Score -610674.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -610681.500000 Penalty: 4381.758789
	Iteration 39Q: 3 clusters Score -610681.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -610690.187500 Penalty: 4381.758789
	Iteration 40F: 3 clusters Score -610690.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -610695.625000 Penalty: 4381.758789
	Iteration 41Q: 3 clusters Score -610695.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -610706.750000 Penalty: 4381.758789
	Iteration 42Q: 3 clusters Score -610706.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -610712.062500 Penalty: 4381.758789
	Iteration 43Q: 3 clusters Score -610712.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -610717.375000 Penalty: 4381.758789
	Iteration 44Q: 3 clusters Score -610717.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -610723.125000 Penalty: 4381.758789
	Iteration 45Q: 3 clusters Score -610723.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -610728.812500 Penalty: 4381.758789
	Iteration 46Q: 3 clusters Score -610728.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -610736.875000 Penalty: 4381.758789
	Iteration 47Q: 3 clusters Score -610736.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -610746.687500 Penalty: 4381.758789
	Iteration 48Q: 3 clusters Score -610746.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -610755.812500 Penalty: 4381.758789
	Iteration 49Q: 3 clusters Score -610755.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -610768.500000 Penalty: 4381.758789
	Iteration 50Q: 3 clusters Score -610768.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -610771.875000 Penalty: 4381.758789
	Iteration 51Q: 3 clusters Score -610771.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -610777.187500 Penalty: 4381.758789
	Iteration 52Q: 3 clusters Score -610777.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -610785.125000 Penalty: 4381.758789
	Iteration 53Q: 3 clusters Score -610785.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -610792.187500 Penalty: 4381.758789
	Iteration 54Q: 3 clusters Score -610792.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -610799.125000 Penalty: 4381.758789
	Iteration 55Q: 3 clusters Score -610799.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -610805.500000 Penalty: 4381.758789
	Iteration 56Q: 3 clusters Score -610805.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -610811.375000 Penalty: 4381.758789
	Iteration 57Q: 3 clusters Score -610811.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -610817.937500 Penalty: 4381.758789
	Iteration 58Q: 3 clusters Score -610817.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -610823.062500 Penalty: 4381.758789
	Iteration 59Q: 3 clusters Score -610823.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -610828.062500 Penalty: 4381.758789
	Iteration 60F: 3 clusters Score -610828.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -610833.437500 Penalty: 4381.758789
	Iteration 61Q: 3 clusters Score -610833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -610837.875000 Penalty: 4381.758789
	Iteration 62Q: 3 clusters Score -610837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -610839.187500 Penalty: 4381.758789
	Iteration 63Q: 3 clusters Score -610839.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -610841.937500 Penalty: 4381.758789
	Iteration 64Q: 3 clusters Score -610841.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -610845.187500 Penalty: 4381.758789
	Iteration 65Q: 3 clusters Score -610845.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -610846.187500 Penalty: 4381.758789
	Iteration 66Q: 3 clusters Score -610846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -610845.687500 Penalty: 4381.758789
	Iteration 67Q: 3 clusters Score -610845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -610847.500000 Penalty: 4381.758789
	Iteration 68Q: 3 clusters Score -610847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -610847.625000 Penalty: 4381.758789
	Iteration 69Q: 3 clusters Score -610847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -610850.312500 Penalty: 4381.758789
	Iteration 70Q: 3 clusters Score -610850.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -610853.312500 Penalty: 4381.758789
	Iteration 71Q: 3 clusters Score -610853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -610853.437500 Penalty: 4381.758789
	Iteration 72Q: 3 clusters Score -610853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -610853.812500 Penalty: 4381.758789
	Iteration 73Q: 3 clusters Score -610853.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -610854.187500 Penalty: 4381.758789
	Iteration 74Q: 3 clusters Score -610854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -610855.937500 Penalty: 4381.758789
	Iteration 75Q: 3 clusters Score -610855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -610857.562500 Penalty: 4381.758789
	Iteration 76Q: 3 clusters Score -610857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -610858.500000 Penalty: 4381.758789
	Iteration 77Q: 3 clusters Score -610858.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -610860.187500 Penalty: 4381.758789
	Iteration 78Q: 3 clusters Score -610860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -610859.375000 Penalty: 4381.758789
	Iteration 79Q: 3 clusters Score -610859.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -610859.375000 Penalty: 4381.758789
	Iteration 80F: 3 clusters Score -610859.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Entering Unmasked Estep 
Score: -541717.250000 Penalty: 2137.025635
	Iteration 0F: 2 clusters Score -541717.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -536908.312500 Penalty: 4274.051270
	Iteration 0F: 3 clusters Score -536908.3 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -538125.062500 Penalty: 4274.051270
	Iteration 1F: 3 clusters Score -538125.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -538389.500000 Penalty: 4274.051270
	Iteration 2F: 3 clusters Score -538389.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -538599.625000 Penalty: 4274.051270
	Iteration 3F: 3 clusters Score -538599.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -538797.625000 Penalty: 4274.051270
	Iteration 4Q: 3 clusters Score -538797.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -538993.000000 Penalty: 4274.051270
	Iteration 5Q: 3 clusters Score -538993 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -539202.750000 Penalty: 4274.051270
	Iteration 6Q: 3 clusters Score -539202.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -539361.375000 Penalty: 4274.051270
	Iteration 7Q: 3 clusters Score -539361.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -539489.750000 Penalty: 4274.051270
	Iteration 8Q: 3 clusters Score -539489.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -539591.687500 Penalty: 4274.051270
	Iteration 9Q: 3 clusters Score -539591.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -539663.375000 Penalty: 4274.051270
	Iteration 10Q: 3 clusters Score -539663.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -539709.000000 Penalty: 4274.051270
	Iteration 11Q: 3 clusters Score -539709 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -539747.562500 Penalty: 4274.051270
	Iteration 12Q: 3 clusters Score -539747.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -539774.187500 Penalty: 4274.051270
	Iteration 13Q: 3 clusters Score -539774.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -539798.437500 Penalty: 4274.051270
	Iteration 14Q: 3 clusters Score -539798.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -539818.875000 Penalty: 4274.051270
	Iteration 15Q: 3 clusters Score -539818.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -539841.062500 Penalty: 4274.051270
	Iteration 16Q: 3 clusters Score -539841.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -539859.437500 Penalty: 4274.051270
	Iteration 17Q: 3 clusters Score -539859.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -539874.250000 Penalty: 4274.051270
	Iteration 18Q: 3 clusters Score -539874.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -539887.437500 Penalty: 4274.051270
	Iteration 19Q: 3 clusters Score -539887.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -539898.812500 Penalty: 4274.051270
	Iteration 20F: 3 clusters Score -539898.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -539906.187500 Penalty: 4274.051270
	Iteration 21Q: 3 clusters Score -539906.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -539912.125000 Penalty: 4274.051270
	Iteration 22Q: 3 clusters Score -539912.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -539918.125000 Penalty: 4274.051270
	Iteration 23Q: 3 clusters Score -539918.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -539921.250000 Penalty: 4274.051270
	Iteration 24Q: 3 clusters Score -539921.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -539924.125000 Penalty: 4274.051270
	Iteration 25Q: 3 clusters Score -539924.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -539925.812500 Penalty: 4274.051270
	Iteration 26Q: 3 clusters Score -539925.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -539930.000000 Penalty: 4274.051270
	Iteration 27Q: 3 clusters Score -539930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -539932.125000 Penalty: 4274.051270
	Iteration 28Q: 3 clusters Score -539932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -539932.562500 Penalty: 4274.051270
	Iteration 29Q: 3 clusters Score -539932.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -539935.062500 Penalty: 4274.051270
	Iteration 30Q: 3 clusters Score -539935.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -539939.750000 Penalty: 4274.051270
	Iteration 31Q: 3 clusters Score -539939.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -539942.375000 Penalty: 4274.051270
	Iteration 32Q: 3 clusters Score -539942.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -539947.375000 Penalty: 4274.051270
	Iteration 33Q: 3 clusters Score -539947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -539951.437500 Penalty: 4274.051270
	Iteration 34Q: 3 clusters Score -539951.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -539953.875000 Penalty: 4274.051270
	Iteration 35Q: 3 clusters Score -539953.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -539957.625000 Penalty: 4274.051270
	Iteration 36Q: 3 clusters Score -539957.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -539960.687500 Penalty: 4274.051270
	Iteration 37Q: 3 clusters Score -539960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -539963.187500 Penalty: 4274.051270
	Iteration 38Q: 3 clusters Score -539963.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -539964.312500 Penalty: 4274.051270
	Iteration 39Q: 3 clusters Score -539964.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -539967.875000 Penalty: 4274.051270
	Iteration 40F: 3 clusters Score -539967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -539969.875000 Penalty: 4274.051270
	Iteration 41Q: 3 clusters Score -539969.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -539972.312500 Penalty: 4274.051270
	Iteration 42Q: 3 clusters Score -539972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -539974.812500 Penalty: 4274.051270
	Iteration 43Q: 3 clusters Score -539974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -539975.937500 Penalty: 4274.051270
	Iteration 44Q: 3 clusters Score -539975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -539977.000000 Penalty: 4274.051270
	Iteration 45Q: 3 clusters Score -539977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -539979.062500 Penalty: 4274.051270
	Iteration 46Q: 3 clusters Score -539979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -539980.562500 Penalty: 4274.051270
	Iteration 47Q: 3 clusters Score -539980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -539980.312500 Penalty: 4274.051270
	Iteration 48Q: 3 clusters Score -539980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -539982.375000 Penalty: 4274.051270
	Iteration 49Q: 3 clusters Score -539982.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -539983.125000 Penalty: 4274.051270
	Iteration 50Q: 3 clusters Score -539983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -539985.250000 Penalty: 4274.051270
	Iteration 51Q: 3 clusters Score -539985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -539986.437500 Penalty: 4274.051270
	Iteration 52Q: 3 clusters Score -539986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -539985.187500 Penalty: 4274.051270
	Iteration 53Q: 3 clusters Score -539985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -539985.437500 Penalty: 4274.051270
	Iteration 54Q: 3 clusters Score -539985.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -539985.625000 Penalty: 4274.051270
	Iteration 55Q: 3 clusters Score -539985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -539986.875000 Penalty: 4274.051270
	Iteration 56Q: 3 clusters Score -539986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -539988.187500 Penalty: 4274.051270
	Iteration 57Q: 3 clusters Score -539988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -539987.875000 Penalty: 4274.051270
	Iteration 58Q: 3 clusters Score -539987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -539988.937500 Penalty: 4274.051270
	Iteration 59Q: 3 clusters Score -539988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -539989.437500 Penalty: 4274.051270
	Iteration 60F: 3 clusters Score -539989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -539990.250000 Penalty: 4274.051270
	Iteration 61Q: 3 clusters Score -539990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -539991.500000 Penalty: 4274.051270
	Iteration 62Q: 3 clusters Score -539991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -539992.812500 Penalty: 4274.051270
	Iteration 63Q: 3 clusters Score -539992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -539993.937500 Penalty: 4274.051270
	Iteration 64Q: 3 clusters Score -539993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -539994.375000 Penalty: 4274.051270
	Iteration 65Q: 3 clusters Score -539994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -539995.562500 Penalty: 4274.051270
	Iteration 66Q: 3 clusters Score -539995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -539997.812500 Penalty: 4274.051270
	Iteration 67Q: 3 clusters Score -539997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -540000.875000 Penalty: 4274.051270
	Iteration 68Q: 3 clusters Score -540000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -540003.062500 Penalty: 4274.051270
	Iteration 69Q: 3 clusters Score -540003.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -540006.375000 Penalty: 4274.051270
	Iteration 70Q: 3 clusters Score -540006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -540010.375000 Penalty: 4274.051270
	Iteration 71Q: 3 clusters Score -540010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -540012.250000 Penalty: 4274.051270
	Iteration 72Q: 3 clusters Score -540012.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -540016.125000 Penalty: 4274.051270
	Iteration 73Q: 3 clusters Score -540016.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -540020.125000 Penalty: 4274.051270
	Iteration 74Q: 3 clusters Score -540020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -540021.687500 Penalty: 4274.051270
	Iteration 75Q: 3 clusters Score -540021.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -540024.500000 Penalty: 4274.051270
	Iteration 76Q: 3 clusters Score -540024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -540027.312500 Penalty: 4274.051270
	Iteration 77Q: 3 clusters Score -540027.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -540028.875000 Penalty: 4274.051270
	Iteration 78Q: 3 clusters Score -540028.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -540030.500000 Penalty: 4274.051270
	Iteration 79Q: 3 clusters Score -540030.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -540030.437500 Penalty: 4274.051270
	Iteration 80F: 3 clusters Score -540030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -540031.750000 Penalty: 4274.051270
	Iteration 81Q: 3 clusters Score -540031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -540033.000000 Penalty: 4274.051270
	Iteration 82Q: 3 clusters Score -540033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -540034.562500 Penalty: 4274.051270
	Iteration 83Q: 3 clusters Score -540034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -540034.312500 Penalty: 4274.051270
	Iteration 84Q: 3 clusters Score -540034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -540034.875000 Penalty: 4274.051270
	Iteration 85Q: 3 clusters Score -540034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -540035.187500 Penalty: 4274.051270
	Iteration 86Q: 3 clusters Score -540035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -540035.187500 Penalty: 4274.051270
	Iteration 87F: 3 clusters Score -540035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -436629.562500 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -436629.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -432740.625000 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -432740.6 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -433716.812500 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -433716.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -433981.906250 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -433981.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -434281.906250 Penalty: 4115.828613
	Iteration 3F: 3 clusters Score -434281.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -434541.000000 Penalty: 4115.828613
	Iteration 4F: 3 clusters Score -434541 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -434693.312500 Penalty: 4115.828613
	Iteration 5Q: 3 clusters Score -434693.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -434817.718750 Penalty: 4115.828613
	Iteration 6Q: 3 clusters Score -434817.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -434935.656250 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -434935.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -435030.437500 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -435030.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -435104.718750 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -435104.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -435162.500000 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -435162.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -435191.468750 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -435191.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -435210.968750 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -435211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -435231.562500 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -435231.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -435240.750000 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -435240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -435247.875000 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -435247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -435249.312500 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -435249.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -435251.562500 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -435251.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -435254.187500 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -435254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -435257.500000 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -435257.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -435259.843750 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -435259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -435262.812500 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -435262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -435267.968750 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -435268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -435271.343750 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -435271.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -435274.562500 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -435274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -435274.500000 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -435274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -435274.531250 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -435274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -435275.406250 Penalty: 4115.828613
	Iteration 27Q: 3 clusters Score -435275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -435277.906250 Penalty: 4115.828613
	Iteration 28Q: 3 clusters Score -435277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -435279.562500 Penalty: 4115.828613
	Iteration 29Q: 3 clusters Score -435279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -435281.062500 Penalty: 4115.828613
	Iteration 30Q: 3 clusters Score -435281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -435282.031250 Penalty: 4115.828613
	Iteration 31Q: 3 clusters Score -435282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -435284.812500 Penalty: 4115.828613
	Iteration 32Q: 3 clusters Score -435284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -435284.968750 Penalty: 4115.828613
	Iteration 33Q: 3 clusters Score -435285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -435286.031250 Penalty: 4115.828613
	Iteration 34Q: 3 clusters Score -435286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -435286.906250 Penalty: 4115.828613
	Iteration 35Q: 3 clusters Score -435286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -435287.843750 Penalty: 4115.828613
	Iteration 36Q: 3 clusters Score -435287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -435289.062500 Penalty: 4115.828613
	Iteration 37Q: 3 clusters Score -435289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -435290.031250 Penalty: 4115.828613
	Iteration 38Q: 3 clusters Score -435290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -435291.750000 Penalty: 4115.828613
	Iteration 39Q: 3 clusters Score -435291.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -435292.312500 Penalty: 4115.828613
	Iteration 40F: 3 clusters Score -435292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -435292.781250 Penalty: 4115.828613
	Iteration 41Q: 3 clusters Score -435292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -435293.500000 Penalty: 4115.828613
	Iteration 42Q: 3 clusters Score -435293.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -435293.687500 Penalty: 4115.828613
	Iteration 43Q: 3 clusters Score -435293.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -435294.000000 Penalty: 4115.828613
	Iteration 44Q: 3 clusters Score -435294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -435294.968750 Penalty: 4115.828613
	Iteration 45Q: 3 clusters Score -435295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -435295.343750 Penalty: 4115.828613
	Iteration 46Q: 3 clusters Score -435295.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -435295.343750 Penalty: 4115.828613
	Iteration 47F: 3 clusters Score -435295.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Entering Unmasked Estep 
Score: -1807633.750000 Penalty: 2384.041016
	Iteration 0F: 2 clusters Score -1807634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1796873.125000 Penalty: 4768.082031
	Iteration 0F: 3 clusters Score -1796873 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1800579.125000 Penalty: 4768.082031
	Iteration 1F: 3 clusters Score -1800579 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1801291.250000 Penalty: 4768.082031
	Iteration 2F: 3 clusters Score -1801291 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1802136.750000 Penalty: 4768.082031
	Iteration 3F: 3 clusters Score -1802137 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1803103.750000 Penalty: 4768.082031
	Iteration 4F: 3 clusters Score -1803104 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1803976.750000 Penalty: 4768.082031
	Iteration 5F: 3 clusters Score -1803977 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1804674.125000 Penalty: 4768.082031
	Iteration 6F: 3 clusters Score -1804674 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1805221.750000 Penalty: 4768.082031
	Iteration 7F: 3 clusters Score -1805222 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1805640.500000 Penalty: 4768.082031
	Iteration 8Q: 3 clusters Score -1805640 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1805966.375000 Penalty: 4768.082031
	Iteration 9Q: 3 clusters Score -1805966 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1806242.875000 Penalty: 4768.082031
	Iteration 10Q: 3 clusters Score -1806243 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1806461.000000 Penalty: 4768.082031
	Iteration 11Q: 3 clusters Score -1806461 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1806628.125000 Penalty: 4768.082031
	Iteration 12Q: 3 clusters Score -1806628 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1806758.625000 Penalty: 4768.082031
	Iteration 13Q: 3 clusters Score -1806759 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1806867.625000 Penalty: 4768.082031
	Iteration 14Q: 3 clusters Score -1806868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1806931.500000 Penalty: 4768.082031
	Iteration 15Q: 3 clusters Score -1806932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1806967.375000 Penalty: 4768.082031
	Iteration 16Q: 3 clusters Score -1806967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1806981.500000 Penalty: 4768.082031
	Iteration 17Q: 3 clusters Score -1806982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1806995.625000 Penalty: 4768.082031
	Iteration 18Q: 3 clusters Score -1806996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1807006.375000 Penalty: 4768.082031
	Iteration 19Q: 3 clusters Score -1807006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1807011.125000 Penalty: 4768.082031
	Iteration 20F: 3 clusters Score -1807011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1807017.250000 Penalty: 4768.082031
	Iteration 21Q: 3 clusters Score -1807017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1807020.500000 Penalty: 4768.082031
	Iteration 22Q: 3 clusters Score -1807020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1807022.125000 Penalty: 4768.082031
	Iteration 23Q: 3 clusters Score -1807022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1807024.375000 Penalty: 4768.082031
	Iteration 24Q: 3 clusters Score -1807024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1807021.500000 Penalty: 4768.082031
	Iteration 25Q: 3 clusters Score -1807022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1807019.500000 Penalty: 4768.082031
	Iteration 26Q: 3 clusters Score -1807020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1807021.125000 Penalty: 4768.082031
	Iteration 27Q: 3 clusters Score -1807021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1807024.250000 Penalty: 4768.082031
	Iteration 28Q: 3 clusters Score -1807024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1807027.000000 Penalty: 4768.082031
	Iteration 29Q: 3 clusters Score -1807027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1807024.875000 Penalty: 4768.082031
	Iteration 30Q: 3 clusters Score -1807025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1807024.875000 Penalty: 4768.082031
	Iteration 31F: 3 clusters Score -1807025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Entering Unmasked Estep 
Score: -4421460.500000 Penalty: 2628.392822
	Iteration 0F: 2 clusters Score -4421460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4394273.000000 Penalty: 5256.785645
	Iteration 0F: 3 clusters Score -4394273 nChanged 18459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4405027.500000 Penalty: 5256.785645
	Iteration 1F: 3 clusters Score -4405028 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4406152.500000 Penalty: 5256.785645
	Iteration 2F: 3 clusters Score -4406152 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4407422.500000 Penalty: 5256.785645
	Iteration 3F: 3 clusters Score -4407422 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4408732.000000 Penalty: 5256.785645
	Iteration 4F: 3 clusters Score -4408732 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4409976.000000 Penalty: 5256.785645
	Iteration 5F: 3 clusters Score -4409976 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4411201.000000 Penalty: 5256.785645
	Iteration 6F: 3 clusters Score -4411201 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -4412398.000000 Penalty: 5256.785645
	Iteration 7F: 3 clusters Score -4412398 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4413453.500000 Penalty: 5256.785645
	Iteration 8Q: 3 clusters Score -4413454 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4414367.000000 Penalty: 5256.785645
	Iteration 9Q: 3 clusters Score -4414367 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4415126.500000 Penalty: 5256.785645
	Iteration 10Q: 3 clusters Score -4415126 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -4415655.500000 Penalty: 5256.785645
	Iteration 11Q: 3 clusters Score -4415656 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4415987.500000 Penalty: 5256.785645
	Iteration 12Q: 3 clusters Score -4415988 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4416217.500000 Penalty: 5256.785645
	Iteration 13Q: 3 clusters Score -4416218 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4416420.000000 Penalty: 5256.785645
	Iteration 14Q: 3 clusters Score -4416420 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4416575.000000 Penalty: 5256.785645
	Iteration 15Q: 3 clusters Score -4416575 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -4416729.000000 Penalty: 5256.785645
	Iteration 16Q: 3 clusters Score -4416729 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4416875.500000 Penalty: 5256.785645
	Iteration 17Q: 3 clusters Score -4416876 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4417023.500000 Penalty: 5256.785645
	Iteration 18Q: 3 clusters Score -4417024 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4417183.000000 Penalty: 5256.785645
	Iteration 19Q: 3 clusters Score -4417183 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -4417363.000000 Penalty: 5256.785645
	Iteration 20F: 3 clusters Score -4417363 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -4417554.000000 Penalty: 5256.785645
	Iteration 21Q: 3 clusters Score -4417554 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4417761.500000 Penalty: 5256.785645
	Iteration 22Q: 3 clusters Score -4417762 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4417948.000000 Penalty: 5256.785645
	Iteration 23Q: 3 clusters Score -4417948 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -4418149.000000 Penalty: 5256.785645
	Iteration 24Q: 3 clusters Score -4418149 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -4418323.500000 Penalty: 5256.785645
	Iteration 25Q: 3 clusters Score -4418324 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -4418509.500000 Penalty: 5256.785645
	Iteration 26Q: 3 clusters Score -4418510 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -4418719.500000 Penalty: 5256.785645
	Iteration 27Q: 3 clusters Score -4418720 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4418914.000000 Penalty: 5256.785645
	Iteration 28Q: 3 clusters Score -4418914 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4419068.000000 Penalty: 5256.785645
	Iteration 29Q: 3 clusters Score -4419068 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4419217.000000 Penalty: 5256.785645
	Iteration 30Q: 3 clusters Score -4419217 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4419316.000000 Penalty: 5256.785645
	Iteration 31Q: 3 clusters Score -4419316 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4419418.500000 Penalty: 5256.785645
	Iteration 32Q: 3 clusters Score -4419418 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -4419504.000000 Penalty: 5256.785645
	Iteration 33Q: 3 clusters Score -4419504 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4419578.000000 Penalty: 5256.785645
	Iteration 34Q: 3 clusters Score -4419578 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4419627.500000 Penalty: 5256.785645
	Iteration 35Q: 3 clusters Score -4419628 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4419690.500000 Penalty: 5256.785645
	Iteration 36Q: 3 clusters Score -4419690 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4419749.000000 Penalty: 5256.785645
	Iteration 37Q: 3 clusters Score -4419749 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4419801.500000 Penalty: 5256.785645
	Iteration 38Q: 3 clusters Score -4419802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4419846.500000 Penalty: 5256.785645
	Iteration 39Q: 3 clusters Score -4419846 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4419865.500000 Penalty: 5256.785645
	Iteration 40F: 3 clusters Score -4419866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4419893.500000 Penalty: 5256.785645
	Iteration 41Q: 3 clusters Score -4419894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4419915.500000 Penalty: 5256.785645
	Iteration 42Q: 3 clusters Score -4419916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4419915.000000 Penalty: 5256.785645
	Iteration 43Q: 3 clusters Score -4419915 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4419949.000000 Penalty: 5256.785645
	Iteration 44Q: 3 clusters Score -4419949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4419979.000000 Penalty: 5256.785645
	Iteration 45Q: 3 clusters Score -4419979 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4420002.000000 Penalty: 5256.785645
	Iteration 46Q: 3 clusters Score -4420002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4420020.500000 Penalty: 5256.785645
	Iteration 47Q: 3 clusters Score -4420020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4420027.500000 Penalty: 5256.785645
	Iteration 48Q: 3 clusters Score -4420028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4420036.500000 Penalty: 5256.785645
	Iteration 49Q: 3 clusters Score -4420036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4420051.000000 Penalty: 5256.785645
	Iteration 50Q: 3 clusters Score -4420051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4420065.500000 Penalty: 5256.785645
	Iteration 51Q: 3 clusters Score -4420066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4420076.500000 Penalty: 5256.785645
	Iteration 52Q: 3 clusters Score -4420076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4420090.500000 Penalty: 5256.785645
	Iteration 53Q: 3 clusters Score -4420090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4420079.000000 Penalty: 5256.785645
	Iteration 54Q: 3 clusters Score -4420079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -4420083.500000 Penalty: 5256.785645
	Iteration 55Q: 3 clusters Score -4420084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4420085.500000 Penalty: 5256.785645
	Iteration 56Q: 3 clusters Score -4420086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4420081.500000 Penalty: 5256.785645
	Iteration 57Q: 3 clusters Score -4420082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4420084.500000 Penalty: 5256.785645
	Iteration 58Q: 3 clusters Score -4420084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4420082.500000 Penalty: 5256.785645
	Iteration 59Q: 3 clusters Score -4420082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4420084.500000 Penalty: 5256.785645
	Iteration 60F: 3 clusters Score -4420084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4420081.000000 Penalty: 5256.785645
	Iteration 61Q: 3 clusters Score -4420081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4420086.000000 Penalty: 5256.785645
	Iteration 62Q: 3 clusters Score -4420086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4420085.000000 Penalty: 5256.785645
	Iteration 63Q: 3 clusters Score -4420085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4420085.000000 Penalty: 5256.785645
	Iteration 64F: 3 clusters Score -4420085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Entering Unmasked Estep 
Score: -658635.625000 Penalty: 2156.070312
	Iteration 0F: 2 clusters Score -658635.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -653464.375000 Penalty: 4312.140625
	Iteration 0F: 3 clusters Score -653464.4 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -654834.312500 Penalty: 4312.140625
	Iteration 1F: 3 clusters Score -654834.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -655210.562500 Penalty: 4312.140625
	Iteration 2F: 3 clusters Score -655210.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -655557.375000 Penalty: 4312.140625
	Iteration 3F: 3 clusters Score -655557.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -655900.125000 Penalty: 4312.140625
	Iteration 4F: 3 clusters Score -655900.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -656209.625000 Penalty: 4312.140625
	Iteration 5F: 3 clusters Score -656209.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -656453.187500 Penalty: 4312.140625
	Iteration 6F: 3 clusters Score -656453.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -656593.125000 Penalty: 4312.140625
	Iteration 7Q: 3 clusters Score -656593.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -656694.625000 Penalty: 4312.140625
	Iteration 8Q: 3 clusters Score -656694.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -656775.812500 Penalty: 4312.140625
	Iteration 9Q: 3 clusters Score -656775.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -656836.625000 Penalty: 4312.140625
	Iteration 10Q: 3 clusters Score -656836.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -656878.062500 Penalty: 4312.140625
	Iteration 11Q: 3 clusters Score -656878.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -656913.625000 Penalty: 4312.140625
	Iteration 12Q: 3 clusters Score -656913.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -656943.625000 Penalty: 4312.140625
	Iteration 13Q: 3 clusters Score -656943.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -656961.937500 Penalty: 4312.140625
	Iteration 14Q: 3 clusters Score -656961.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -656977.687500 Penalty: 4312.140625
	Iteration 15Q: 3 clusters Score -656977.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -656994.000000 Penalty: 4312.140625
	Iteration 16Q: 3 clusters Score -656994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -657005.937500 Penalty: 4312.140625
	Iteration 17Q: 3 clusters Score -657005.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -657013.312500 Penalty: 4312.140625
	Iteration 18Q: 3 clusters Score -657013.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -657022.125000 Penalty: 4312.140625
	Iteration 19Q: 3 clusters Score -657022.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -657026.812500 Penalty: 4312.140625
	Iteration 20F: 3 clusters Score -657026.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -657030.812500 Penalty: 4312.140625
	Iteration 21Q: 3 clusters Score -657030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -657033.500000 Penalty: 4312.140625
	Iteration 22Q: 3 clusters Score -657033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -657033.625000 Penalty: 4312.140625
	Iteration 23Q: 3 clusters Score -657033.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -657038.562500 Penalty: 4312.140625
	Iteration 24Q: 3 clusters Score -657038.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -657040.250000 Penalty: 4312.140625
	Iteration 25Q: 3 clusters Score -657040.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -657044.750000 Penalty: 4312.140625
	Iteration 26Q: 3 clusters Score -657044.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -657048.312500 Penalty: 4312.140625
	Iteration 27Q: 3 clusters Score -657048.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -657051.625000 Penalty: 4312.140625
	Iteration 28Q: 3 clusters Score -657051.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -657054.125000 Penalty: 4312.140625
	Iteration 29Q: 3 clusters Score -657054.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -657058.062500 Penalty: 4312.140625
	Iteration 30Q: 3 clusters Score -657058.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -657060.875000 Penalty: 4312.140625
	Iteration 31Q: 3 clusters Score -657060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -657064.937500 Penalty: 4312.140625
	Iteration 32Q: 3 clusters Score -657064.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -657069.312500 Penalty: 4312.140625
	Iteration 33Q: 3 clusters Score -657069.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -657071.687500 Penalty: 4312.140625
	Iteration 34Q: 3 clusters Score -657071.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -657077.062500 Penalty: 4312.140625
	Iteration 35Q: 3 clusters Score -657077.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -657080.187500 Penalty: 4312.140625
	Iteration 36Q: 3 clusters Score -657080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -657084.250000 Penalty: 4312.140625
	Iteration 37Q: 3 clusters Score -657084.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -657090.062500 Penalty: 4312.140625
	Iteration 38Q: 3 clusters Score -657090.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -657096.937500 Penalty: 4312.140625
	Iteration 39Q: 3 clusters Score -657096.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -657104.125000 Penalty: 4312.140625
	Iteration 40F: 3 clusters Score -657104.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -657108.562500 Penalty: 4312.140625
	Iteration 41Q: 3 clusters Score -657108.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -657115.000000 Penalty: 4312.140625
	Iteration 42Q: 3 clusters Score -657115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -657121.187500 Penalty: 4312.140625
	Iteration 43Q: 3 clusters Score -657121.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -657128.875000 Penalty: 4312.140625
	Iteration 44Q: 3 clusters Score -657128.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -657131.250000 Penalty: 4312.140625
	Iteration 45Q: 3 clusters Score -657131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -657135.875000 Penalty: 4312.140625
	Iteration 46Q: 3 clusters Score -657135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -657137.250000 Penalty: 4312.140625
	Iteration 47Q: 3 clusters Score -657137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -657140.562500 Penalty: 4312.140625
	Iteration 48Q: 3 clusters Score -657140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -657141.312500 Penalty: 4312.140625
	Iteration 49Q: 3 clusters Score -657141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -657141.500000 Penalty: 4312.140625
	Iteration 50Q: 3 clusters Score -657141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -657142.875000 Penalty: 4312.140625
	Iteration 51Q: 3 clusters Score -657142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -657143.562500 Penalty: 4312.140625
	Iteration 52Q: 3 clusters Score -657143.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -657146.562500 Penalty: 4312.140625
	Iteration 53Q: 3 clusters Score -657146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -657146.937500 Penalty: 4312.140625
	Iteration 54Q: 3 clusters Score -657146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -657148.000000 Penalty: 4312.140625
	Iteration 55Q: 3 clusters Score -657148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -657149.375000 Penalty: 4312.140625
	Iteration 56Q: 3 clusters Score -657149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -657148.750000 Penalty: 4312.140625
	Iteration 57Q: 3 clusters Score -657148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -657149.250000 Penalty: 4312.140625
	Iteration 58Q: 3 clusters Score -657149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -657151.687500 Penalty: 4312.140625
	Iteration 59Q: 3 clusters Score -657151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -657151.062500 Penalty: 4312.140625
	Iteration 60F: 3 clusters Score -657151.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Entering Unmasked Estep 
Score: -574081.062500 Penalty: 2098.863525
	Iteration 0F: 2 clusters Score -574081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -569716.250000 Penalty: 4197.727051
	Iteration 0F: 3 clusters Score -569716.2 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -570820.812500 Penalty: 4197.727051
	Iteration 1F: 3 clusters Score -570820.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -571244.250000 Penalty: 4197.727051
	Iteration 2F: 3 clusters Score -571244.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -571637.250000 Penalty: 4197.727051
	Iteration 3F: 3 clusters Score -571637.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -571954.937500 Penalty: 4197.727051
	Iteration 4F: 3 clusters Score -571954.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -572181.312500 Penalty: 4197.727051
	Iteration 5F: 3 clusters Score -572181.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -572331.250000 Penalty: 4197.727051
	Iteration 6Q: 3 clusters Score -572331.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -572413.687500 Penalty: 4197.727051
	Iteration 7Q: 3 clusters Score -572413.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -572459.687500 Penalty: 4197.727051
	Iteration 8Q: 3 clusters Score -572459.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -572493.375000 Penalty: 4197.727051
	Iteration 9Q: 3 clusters Score -572493.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -572511.812500 Penalty: 4197.727051
	Iteration 10Q: 3 clusters Score -572511.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -572525.375000 Penalty: 4197.727051
	Iteration 11Q: 3 clusters Score -572525.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -572539.062500 Penalty: 4197.727051
	Iteration 12Q: 3 clusters Score -572539.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -572551.187500 Penalty: 4197.727051
	Iteration 13Q: 3 clusters Score -572551.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -572561.687500 Penalty: 4197.727051
	Iteration 14Q: 3 clusters Score -572561.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -572571.812500 Penalty: 4197.727051
	Iteration 15Q: 3 clusters Score -572571.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -572578.187500 Penalty: 4197.727051
	Iteration 16Q: 3 clusters Score -572578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -572583.312500 Penalty: 4197.727051
	Iteration 17Q: 3 clusters Score -572583.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -572588.750000 Penalty: 4197.727051
	Iteration 18Q: 3 clusters Score -572588.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -572594.062500 Penalty: 4197.727051
	Iteration 19Q: 3 clusters Score -572594.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -572598.375000 Penalty: 4197.727051
	Iteration 20F: 3 clusters Score -572598.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -572600.750000 Penalty: 4197.727051
	Iteration 21Q: 3 clusters Score -572600.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -572604.375000 Penalty: 4197.727051
	Iteration 22Q: 3 clusters Score -572604.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -572607.312500 Penalty: 4197.727051
	Iteration 23Q: 3 clusters Score -572607.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -572610.937500 Penalty: 4197.727051
	Iteration 24Q: 3 clusters Score -572610.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -572614.625000 Penalty: 4197.727051
	Iteration 25Q: 3 clusters Score -572614.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -572617.000000 Penalty: 4197.727051
	Iteration 26Q: 3 clusters Score -572617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -572618.000000 Penalty: 4197.727051
	Iteration 27Q: 3 clusters Score -572618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -572618.187500 Penalty: 4197.727051
	Iteration 28Q: 3 clusters Score -572618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -572617.500000 Penalty: 4197.727051
	Iteration 29Q: 3 clusters Score -572617.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -572618.187500 Penalty: 4197.727051
	Iteration 30Q: 3 clusters Score -572618.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -572618.187500 Penalty: 4197.727051
	Iteration 31F: 3 clusters Score -572618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Entering Unmasked Estep 
Score: -989305.500000 Penalty: 2275.765381
	Iteration 0F: 2 clusters Score -989305.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -981758.812500 Penalty: 4551.530762
	Iteration 0F: 3 clusters Score -981758.8 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -984036.812500 Penalty: 4551.530762
	Iteration 1F: 3 clusters Score -984036.8 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -984482.812500 Penalty: 4551.530762
	Iteration 2F: 3 clusters Score -984482.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -984867.437500 Penalty: 4551.530762
	Iteration 3F: 3 clusters Score -984867.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -985220.875000 Penalty: 4551.530762
	Iteration 4F: 3 clusters Score -985220.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -985544.687500 Penalty: 4551.530762
	Iteration 5F: 3 clusters Score -985544.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -985833.937500 Penalty: 4551.530762
	Iteration 6Q: 3 clusters Score -985833.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -986066.937500 Penalty: 4551.530762
	Iteration 7Q: 3 clusters Score -986066.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -986267.250000 Penalty: 4551.530762
	Iteration 8Q: 3 clusters Score -986267.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -986439.250000 Penalty: 4551.530762
	Iteration 9Q: 3 clusters Score -986439.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -986614.125000 Penalty: 4551.530762
	Iteration 10Q: 3 clusters Score -986614.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -986758.937500 Penalty: 4551.530762
	Iteration 11Q: 3 clusters Score -986758.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -986876.875000 Penalty: 4551.530762
	Iteration 12Q: 3 clusters Score -986876.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -986962.000000 Penalty: 4551.530762
	Iteration 13Q: 3 clusters Score -986962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -987028.562500 Penalty: 4551.530762
	Iteration 14Q: 3 clusters Score -987028.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -987088.687500 Penalty: 4551.530762
	Iteration 15Q: 3 clusters Score -987088.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -987138.000000 Penalty: 4551.530762
	Iteration 16Q: 3 clusters Score -987138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -987169.937500 Penalty: 4551.530762
	Iteration 17Q: 3 clusters Score -987169.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -987207.437500 Penalty: 4551.530762
	Iteration 18Q: 3 clusters Score -987207.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -987234.687500 Penalty: 4551.530762
	Iteration 19Q: 3 clusters Score -987234.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -987257.125000 Penalty: 4551.530762
	Iteration 20F: 3 clusters Score -987257.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -987277.250000 Penalty: 4551.530762
	Iteration 21Q: 3 clusters Score -987277.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -987299.062500 Penalty: 4551.530762
	Iteration 22Q: 3 clusters Score -987299.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -987326.187500 Penalty: 4551.530762
	Iteration 23Q: 3 clusters Score -987326.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -987346.812500 Penalty: 4551.530762
	Iteration 24Q: 3 clusters Score -987346.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -987363.062500 Penalty: 4551.530762
	Iteration 25Q: 3 clusters Score -987363.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -987378.812500 Penalty: 4551.530762
	Iteration 26Q: 3 clusters Score -987378.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -987390.687500 Penalty: 4551.530762
	Iteration 27Q: 3 clusters Score -987390.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -987400.375000 Penalty: 4551.530762
	Iteration 28Q: 3 clusters Score -987400.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -987413.562500 Penalty: 4551.530762
	Iteration 29Q: 3 clusters Score -987413.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -987421.000000 Penalty: 4551.530762
	Iteration 30Q: 3 clusters Score -987421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -987430.625000 Penalty: 4551.530762
	Iteration 31Q: 3 clusters Score -987430.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -987441.437500 Penalty: 4551.530762
	Iteration 32Q: 3 clusters Score -987441.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -987448.437500 Penalty: 4551.530762
	Iteration 33Q: 3 clusters Score -987448.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -987454.437500 Penalty: 4551.530762
	Iteration 34Q: 3 clusters Score -987454.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -987460.875000 Penalty: 4551.530762
	Iteration 35Q: 3 clusters Score -987460.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -987465.062500 Penalty: 4551.530762
	Iteration 36Q: 3 clusters Score -987465.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -987472.437500 Penalty: 4551.530762
	Iteration 37Q: 3 clusters Score -987472.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -987481.875000 Penalty: 4551.530762
	Iteration 38Q: 3 clusters Score -987481.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -987487.125000 Penalty: 4551.530762
	Iteration 39Q: 3 clusters Score -987487.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -987495.937500 Penalty: 4551.530762
	Iteration 40F: 3 clusters Score -987495.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -987502.187500 Penalty: 4551.530762
	Iteration 41Q: 3 clusters Score -987502.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -987507.750000 Penalty: 4551.530762
	Iteration 42Q: 3 clusters Score -987507.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -987513.250000 Penalty: 4551.530762
	Iteration 43Q: 3 clusters Score -987513.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -987519.562500 Penalty: 4551.530762
	Iteration 44Q: 3 clusters Score -987519.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -987522.000000 Penalty: 4551.530762
	Iteration 45Q: 3 clusters Score -987522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -987524.937500 Penalty: 4551.530762
	Iteration 46Q: 3 clusters Score -987524.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -987529.312500 Penalty: 4551.530762
	Iteration 47Q: 3 clusters Score -987529.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -987534.625000 Penalty: 4551.530762
	Iteration 48Q: 3 clusters Score -987534.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -987534.500000 Penalty: 4551.530762
	Iteration 49Q: 3 clusters Score -987534.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -987537.312500 Penalty: 4551.530762
	Iteration 50Q: 3 clusters Score -987537.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -987541.625000 Penalty: 4551.530762
	Iteration 51Q: 3 clusters Score -987541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -987544.000000 Penalty: 4551.530762
	Iteration 52Q: 3 clusters Score -987544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -987543.437500 Penalty: 4551.530762
	Iteration 53Q: 3 clusters Score -987543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -987542.187500 Penalty: 4551.530762
	Iteration 54Q: 3 clusters Score -987542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -987543.875000 Penalty: 4551.530762
	Iteration 55Q: 3 clusters Score -987543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -987546.187500 Penalty: 4551.530762
	Iteration 56Q: 3 clusters Score -987546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -987543.750000 Penalty: 4551.530762
	Iteration 57Q: 3 clusters Score -987543.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -987551.687500 Penalty: 4551.530762
	Iteration 58Q: 3 clusters Score -987551.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -987560.625000 Penalty: 4551.530762
	Iteration 59Q: 3 clusters Score -987560.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -987568.750000 Penalty: 4551.530762
	Iteration 60F: 3 clusters Score -987568.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -987582.250000 Penalty: 4551.530762
	Iteration 61Q: 3 clusters Score -987582.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -987597.500000 Penalty: 4551.530762
	Iteration 62Q: 3 clusters Score -987597.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -987612.250000 Penalty: 4551.530762
	Iteration 63Q: 3 clusters Score -987612.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -987628.875000 Penalty: 4551.530762
	Iteration 64Q: 3 clusters Score -987628.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -987641.062500 Penalty: 4551.530762
	Iteration 65Q: 3 clusters Score -987641.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -987648.562500 Penalty: 4551.530762
	Iteration 66Q: 3 clusters Score -987648.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -987659.687500 Penalty: 4551.530762
	Iteration 67Q: 3 clusters Score -987659.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -987674.000000 Penalty: 4551.530762
	Iteration 68Q: 3 clusters Score -987674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -987685.562500 Penalty: 4551.530762
	Iteration 69Q: 3 clusters Score -987685.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -987695.000000 Penalty: 4551.530762
	Iteration 70Q: 3 clusters Score -987695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -987704.937500 Penalty: 4551.530762
	Iteration 71Q: 3 clusters Score -987704.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -987715.500000 Penalty: 4551.530762
	Iteration 72Q: 3 clusters Score -987715.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -987721.000000 Penalty: 4551.530762
	Iteration 73Q: 3 clusters Score -987721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -987726.875000 Penalty: 4551.530762
	Iteration 74Q: 3 clusters Score -987726.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -987730.312500 Penalty: 4551.530762
	Iteration 75Q: 3 clusters Score -987730.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -987732.875000 Penalty: 4551.530762
	Iteration 76Q: 3 clusters Score -987732.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -987739.375000 Penalty: 4551.530762
	Iteration 77Q: 3 clusters Score -987739.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -987739.812500 Penalty: 4551.530762
	Iteration 78Q: 3 clusters Score -987739.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -987742.937500 Penalty: 4551.530762
	Iteration 79Q: 3 clusters Score -987742.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -987746.750000 Penalty: 4551.530762
	Iteration 80F: 3 clusters Score -987746.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -987746.375000 Penalty: 4551.530762
	Iteration 81Q: 3 clusters Score -987746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -987748.500000 Penalty: 4551.530762
	Iteration 82Q: 3 clusters Score -987748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -987748.187500 Penalty: 4551.530762
	Iteration 83Q: 3 clusters Score -987748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -987749.687500 Penalty: 4551.530762
	Iteration 84Q: 3 clusters Score -987749.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -987750.312500 Penalty: 4551.530762
	Iteration 85Q: 3 clusters Score -987750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -987751.187500 Penalty: 4551.530762
	Iteration 86Q: 3 clusters Score -987751.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -987751.312500 Penalty: 4551.530762
	Iteration 87Q: 3 clusters Score -987751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -987752.000000 Penalty: 4551.530762
	Iteration 88Q: 3 clusters Score -987752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -987751.312500 Penalty: 4551.530762
	Iteration 89Q: 3 clusters Score -987751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -987751.312500 Penalty: 4551.530762
	Iteration 90F: 3 clusters Score -987751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Entering Unmasked Estep 
Score: -1137421.375000 Penalty: 2272.407715
	Iteration 0F: 2 clusters Score -1137421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1130134.375000 Penalty: 4544.815430
	Iteration 0F: 3 clusters Score -1130134 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1132218.125000 Penalty: 4544.815430
	Iteration 1F: 3 clusters Score -1132218 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1132520.500000 Penalty: 4544.815430
	Iteration 2F: 3 clusters Score -1132520 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1132789.625000 Penalty: 4544.815430
	Iteration 3F: 3 clusters Score -1132790 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1133043.125000 Penalty: 4544.815430
	Iteration 4Q: 3 clusters Score -1133043 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1133302.875000 Penalty: 4544.815430
	Iteration 5Q: 3 clusters Score -1133303 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1133578.750000 Penalty: 4544.815430
	Iteration 6Q: 3 clusters Score -1133579 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1133896.375000 Penalty: 4544.815430
	Iteration 7Q: 3 clusters Score -1133896 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1134238.500000 Penalty: 4544.815430
	Iteration 8F: 3 clusters Score -1134238 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1134507.625000 Penalty: 4544.815430
	Iteration 9Q: 3 clusters Score -1134508 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1134690.625000 Penalty: 4544.815430
	Iteration 10Q: 3 clusters Score -1134691 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1134803.000000 Penalty: 4544.815430
	Iteration 11Q: 3 clusters Score -1134803 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1134889.125000 Penalty: 4544.815430
	Iteration 12Q: 3 clusters Score -1134889 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1134944.750000 Penalty: 4544.815430
	Iteration 13Q: 3 clusters Score -1134945 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1134981.375000 Penalty: 4544.815430
	Iteration 14Q: 3 clusters Score -1134981 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1135007.875000 Penalty: 4544.815430
	Iteration 15Q: 3 clusters Score -1135008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1135025.875000 Penalty: 4544.815430
	Iteration 16Q: 3 clusters Score -1135026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1135047.250000 Penalty: 4544.815430
	Iteration 17Q: 3 clusters Score -1135047 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1135057.125000 Penalty: 4544.815430
	Iteration 18Q: 3 clusters Score -1135057 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1135072.375000 Penalty: 4544.815430
	Iteration 19Q: 3 clusters Score -1135072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1135082.250000 Penalty: 4544.815430
	Iteration 20F: 3 clusters Score -1135082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1135093.000000 Penalty: 4544.815430
	Iteration 21Q: 3 clusters Score -1135093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1135102.625000 Penalty: 4544.815430
	Iteration 22Q: 3 clusters Score -1135103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1135109.125000 Penalty: 4544.815430
	Iteration 23Q: 3 clusters Score -1135109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1135114.250000 Penalty: 4544.815430
	Iteration 24Q: 3 clusters Score -1135114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1135118.875000 Penalty: 4544.815430
	Iteration 25Q: 3 clusters Score -1135119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1135126.625000 Penalty: 4544.815430
	Iteration 26Q: 3 clusters Score -1135127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1135132.875000 Penalty: 4544.815430
	Iteration 27Q: 3 clusters Score -1135133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1135135.625000 Penalty: 4544.815430
	Iteration 28Q: 3 clusters Score -1135136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1135135.000000 Penalty: 4544.815430
	Iteration 29Q: 3 clusters Score -1135135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1135136.875000 Penalty: 4544.815430
	Iteration 30Q: 3 clusters Score -1135137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1135135.500000 Penalty: 4544.815430
	Iteration 31Q: 3 clusters Score -1135136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1135137.500000 Penalty: 4544.815430
	Iteration 32Q: 3 clusters Score -1135138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1135140.875000 Penalty: 4544.815430
	Iteration 33Q: 3 clusters Score -1135141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1135139.875000 Penalty: 4544.815430
	Iteration 34Q: 3 clusters Score -1135140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1135140.875000 Penalty: 4544.815430
	Iteration 35Q: 3 clusters Score -1135141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1135143.500000 Penalty: 4544.815430
	Iteration 36Q: 3 clusters Score -1135144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1135144.875000 Penalty: 4544.815430
	Iteration 37Q: 3 clusters Score -1135145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1135148.500000 Penalty: 4544.815430
	Iteration 38Q: 3 clusters Score -1135148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1135148.375000 Penalty: 4544.815430
	Iteration 39Q: 3 clusters Score -1135148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1135149.750000 Penalty: 4544.815430
	Iteration 40F: 3 clusters Score -1135150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1135151.625000 Penalty: 4544.815430
	Iteration 41Q: 3 clusters Score -1135152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1135152.375000 Penalty: 4544.815430
	Iteration 42Q: 3 clusters Score -1135152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1135155.875000 Penalty: 4544.815430
	Iteration 43Q: 3 clusters Score -1135156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1135158.250000 Penalty: 4544.815430
	Iteration 44Q: 3 clusters Score -1135158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1135157.875000 Penalty: 4544.815430
	Iteration 45Q: 3 clusters Score -1135158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1135159.500000 Penalty: 4544.815430
	Iteration 46Q: 3 clusters Score -1135160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1135158.750000 Penalty: 4544.815430
	Iteration 47Q: 3 clusters Score -1135159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1135159.250000 Penalty: 4544.815430
	Iteration 48Q: 3 clusters Score -1135159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1135161.125000 Penalty: 4544.815430
	Iteration 49Q: 3 clusters Score -1135161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1135160.750000 Penalty: 4544.815430
	Iteration 50Q: 3 clusters Score -1135161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1135160.750000 Penalty: 4544.815430
	Iteration 51F: 3 clusters Score -1135161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Entering Unmasked Estep 
Score: -1950276.875000 Penalty: 2406.455566
	Iteration 0F: 2 clusters Score -1950277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1938593.250000 Penalty: 4812.911133
	Iteration 0F: 3 clusters Score -1938593 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1942257.375000 Penalty: 4812.911133
	Iteration 1F: 3 clusters Score -1942257 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1942632.625000 Penalty: 4812.911133
	Iteration 2F: 3 clusters Score -1942633 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1942965.125000 Penalty: 4812.911133
	Iteration 3Q: 3 clusters Score -1942965 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1943257.875000 Penalty: 4812.911133
	Iteration 4Q: 3 clusters Score -1943258 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1943530.750000 Penalty: 4812.911133
	Iteration 5Q: 3 clusters Score -1943531 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1943804.125000 Penalty: 4812.911133
	Iteration 6Q: 3 clusters Score -1943804 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1944097.125000 Penalty: 4812.911133
	Iteration 7Q: 3 clusters Score -1944097 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1944432.625000 Penalty: 4812.911133
	Iteration 8Q: 3 clusters Score -1944433 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1944844.125000 Penalty: 4812.911133
	Iteration 9Q: 3 clusters Score -1944844 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1945318.625000 Penalty: 4812.911133
	Iteration 10Q: 3 clusters Score -1945319 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1945863.875000 Penalty: 4812.911133
	Iteration 11Q: 3 clusters Score -1945864 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1946406.000000 Penalty: 4812.911133
	Iteration 12Q: 3 clusters Score -1946406 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1946850.625000 Penalty: 4812.911133
	Iteration 13Q: 3 clusters Score -1946851 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1947218.625000 Penalty: 4812.911133
	Iteration 14Q: 3 clusters Score -1947219 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1947515.875000 Penalty: 4812.911133
	Iteration 15Q: 3 clusters Score -1947516 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1947702.875000 Penalty: 4812.911133
	Iteration 16Q: 3 clusters Score -1947703 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1947848.625000 Penalty: 4812.911133
	Iteration 17Q: 3 clusters Score -1947849 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1947944.125000 Penalty: 4812.911133
	Iteration 18Q: 3 clusters Score -1947944 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1948012.250000 Penalty: 4812.911133
	Iteration 19Q: 3 clusters Score -1948012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1948052.375000 Penalty: 4812.911133
	Iteration 20F: 3 clusters Score -1948052 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1948098.250000 Penalty: 4812.911133
	Iteration 21Q: 3 clusters Score -1948098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1948137.750000 Penalty: 4812.911133
	Iteration 22Q: 3 clusters Score -1948138 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1948170.500000 Penalty: 4812.911133
	Iteration 23Q: 3 clusters Score -1948170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1948191.625000 Penalty: 4812.911133
	Iteration 24Q: 3 clusters Score -1948192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1948208.000000 Penalty: 4812.911133
	Iteration 25Q: 3 clusters Score -1948208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1948228.000000 Penalty: 4812.911133
	Iteration 26Q: 3 clusters Score -1948228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1948256.750000 Penalty: 4812.911133
	Iteration 27Q: 3 clusters Score -1948257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1948277.375000 Penalty: 4812.911133
	Iteration 28Q: 3 clusters Score -1948277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1948292.250000 Penalty: 4812.911133
	Iteration 29Q: 3 clusters Score -1948292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1948299.250000 Penalty: 4812.911133
	Iteration 30Q: 3 clusters Score -1948299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1948308.500000 Penalty: 4812.911133
	Iteration 31Q: 3 clusters Score -1948308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1948312.750000 Penalty: 4812.911133
	Iteration 32Q: 3 clusters Score -1948313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1948321.125000 Penalty: 4812.911133
	Iteration 33Q: 3 clusters Score -1948321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1948325.000000 Penalty: 4812.911133
	Iteration 34Q: 3 clusters Score -1948325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1948330.125000 Penalty: 4812.911133
	Iteration 35Q: 3 clusters Score -1948330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1948331.000000 Penalty: 4812.911133
	Iteration 36Q: 3 clusters Score -1948331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1948338.875000 Penalty: 4812.911133
	Iteration 37Q: 3 clusters Score -1948339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1948338.500000 Penalty: 4812.911133
	Iteration 38Q: 3 clusters Score -1948338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1948342.750000 Penalty: 4812.911133
	Iteration 39Q: 3 clusters Score -1948343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1948348.750000 Penalty: 4812.911133
	Iteration 40F: 3 clusters Score -1948349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1948348.000000 Penalty: 4812.911133
	Iteration 41Q: 3 clusters Score -1948348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1948348.375000 Penalty: 4812.911133
	Iteration 42Q: 3 clusters Score -1948348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1948349.000000 Penalty: 4812.911133
	Iteration 43Q: 3 clusters Score -1948349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1948350.875000 Penalty: 4812.911133
	Iteration 44Q: 3 clusters Score -1948351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1948348.125000 Penalty: 4812.911133
	Iteration 45Q: 3 clusters Score -1948348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1948347.250000 Penalty: 4812.911133
	Iteration 46Q: 3 clusters Score -1948347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1948348.500000 Penalty: 4812.911133
	Iteration 47Q: 3 clusters Score -1948348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1948348.125000 Penalty: 4812.911133
	Iteration 48Q: 3 clusters Score -1948348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1948348.125000 Penalty: 4812.911133
	Iteration 49F: 3 clusters Score -1948348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -247660.281250 Penalty: 1893.555420
	Iteration 0F: 2 clusters Score -247660.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -244991.406250 Penalty: 3787.110840
	Iteration 0F: 3 clusters Score -244991.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -245474.546875 Penalty: 3787.110840
	Iteration 1F: 3 clusters Score -245474.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -245617.015625 Penalty: 3787.110840
	Iteration 2F: 3 clusters Score -245617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -245687.234375 Penalty: 3787.110840
	Iteration 3Q: 3 clusters Score -245687.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -245715.140625 Penalty: 3787.110840
	Iteration 4Q: 3 clusters Score -245715.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -245733.500000 Penalty: 3787.110840
	Iteration 5Q: 3 clusters Score -245733.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -245752.328125 Penalty: 3787.110840
	Iteration 6Q: 3 clusters Score -245752.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -245766.265625 Penalty: 3787.110840
	Iteration 7Q: 3 clusters Score -245766.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245782.562500 Penalty: 3787.110840
	Iteration 8Q: 3 clusters Score -245782.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -245797.546875 Penalty: 3787.110840
	Iteration 9Q: 3 clusters Score -245797.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -245807.890625 Penalty: 3787.110840
	Iteration 10Q: 3 clusters Score -245807.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -245813.625000 Penalty: 3787.110840
	Iteration 11Q: 3 clusters Score -245813.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245817.890625 Penalty: 3787.110840
	Iteration 12Q: 3 clusters Score -245817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -245820.796875 Penalty: 3787.110840
	Iteration 13Q: 3 clusters Score -245820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245822.718750 Penalty: 3787.110840
	Iteration 14Q: 3 clusters Score -245822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -245826.046875 Penalty: 3787.110840
	Iteration 15Q: 3 clusters Score -245826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245828.765625 Penalty: 3787.110840
	Iteration 16Q: 3 clusters Score -245828.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -245831.218750 Penalty: 3787.110840
	Iteration 17Q: 3 clusters Score -245831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -245833.593750 Penalty: 3787.110840
	Iteration 18Q: 3 clusters Score -245833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -245836.609375 Penalty: 3787.110840
	Iteration 19Q: 3 clusters Score -245836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -245838.687500 Penalty: 3787.110840
	Iteration 20F: 3 clusters Score -245838.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -245839.828125 Penalty: 3787.110840
	Iteration 21Q: 3 clusters Score -245839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -245841.250000 Penalty: 3787.110840
	Iteration 22Q: 3 clusters Score -245841.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -245842.843750 Penalty: 3787.110840
	Iteration 23Q: 3 clusters Score -245842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -245843.921875 Penalty: 3787.110840
	Iteration 24Q: 3 clusters Score -245843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -245843.890625 Penalty: 3787.110840
	Iteration 25Q: 3 clusters Score -245843.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -245844.765625 Penalty: 3787.110840
	Iteration 26Q: 3 clusters Score -245844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -245845.296875 Penalty: 3787.110840
	Iteration 27Q: 3 clusters Score -245845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -245845.296875 Penalty: 3787.110840
	Iteration 28F: 3 clusters Score -245845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -306279.750000 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -306279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -303148.500000 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -303148.5 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -303812.875000 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -303812.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -303985.531250 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -303985.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -304085.687500 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -304085.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -304168.375000 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -304168.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -304252.000000 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -304252 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -304370.656250 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -304370.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -304534.937500 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -304534.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -304731.000000 Penalty: 3940.644043
	Iteration 8F: 3 clusters Score -304731 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -304884.781250 Penalty: 3940.644043
	Iteration 9F: 3 clusters Score -304884.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -305021.906250 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -305021.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -305138.218750 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -305138.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -305240.625000 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -305240.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -305319.625000 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -305319.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -305364.031250 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -305364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -305393.718750 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -305393.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -305422.500000 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -305422.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -305448.593750 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -305448.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -305467.656250 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -305467.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -305489.437500 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -305489.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -305503.125000 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -305503.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -305510.625000 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -305510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -305514.843750 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -305514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -305521.812500 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -305521.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -305528.843750 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -305528.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -305533.656250 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -305533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -305533.906250 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -305533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -305534.562500 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -305534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -305534.562500 Penalty: 3940.644043
	Iteration 28F: 3 clusters Score -305534.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Entering Unmasked Estep 
Score: -935512.500000 Penalty: 2222.036621
	Iteration 0F: 2 clusters Score -935512.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -929258.750000 Penalty: 4444.073242
	Iteration 0F: 3 clusters Score -929258.8 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -931014.687500 Penalty: 4444.073242
	Iteration 1F: 3 clusters Score -931014.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -931271.187500 Penalty: 4444.073242
	Iteration 2F: 3 clusters Score -931271.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -931486.625000 Penalty: 4444.073242
	Iteration 3F: 3 clusters Score -931486.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -931707.000000 Penalty: 4444.073242
	Iteration 4Q: 3 clusters Score -931707 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -931933.000000 Penalty: 4444.073242
	Iteration 5Q: 3 clusters Score -931933 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -932142.062500 Penalty: 4444.073242
	Iteration 6Q: 3 clusters Score -932142.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -932341.687500 Penalty: 4444.073242
	Iteration 7Q: 3 clusters Score -932341.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -932545.750000 Penalty: 4444.073242
	Iteration 8Q: 3 clusters Score -932545.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -932768.000000 Penalty: 4444.073242
	Iteration 9Q: 3 clusters Score -932768 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -933062.500000 Penalty: 4444.073242
	Iteration 10Q: 3 clusters Score -933062.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -933380.437500 Penalty: 4444.073242
	Iteration 11Q: 3 clusters Score -933380.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -933722.125000 Penalty: 4444.073242
	Iteration 12Q: 3 clusters Score -933722.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -934130.937500 Penalty: 4444.073242
	Iteration 13Q: 3 clusters Score -934130.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -934484.062500 Penalty: 4444.073242
	Iteration 14Q: 3 clusters Score -934484.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -934777.250000 Penalty: 4444.073242
	Iteration 15Q: 3 clusters Score -934777.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -935019.562500 Penalty: 4444.073242
	Iteration 16Q: 3 clusters Score -935019.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -935185.125000 Penalty: 4444.073242
	Iteration 17Q: 3 clusters Score -935185.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -935295.250000 Penalty: 4444.073242
	Iteration 18Q: 3 clusters Score -935295.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -935373.375000 Penalty: 4444.073242
	Iteration 19Q: 3 clusters Score -935373.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -935423.312500 Penalty: 4444.073242
	Iteration 20F: 3 clusters Score -935423.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -935450.250000 Penalty: 4444.073242
	Iteration 21Q: 3 clusters Score -935450.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -935471.187500 Penalty: 4444.073242
	Iteration 22Q: 3 clusters Score -935471.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -935492.375000 Penalty: 4444.073242
	Iteration 23Q: 3 clusters Score -935492.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -935499.375000 Penalty: 4444.073242
	Iteration 24Q: 3 clusters Score -935499.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -935507.125000 Penalty: 4444.073242
	Iteration 25Q: 3 clusters Score -935507.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -935509.000000 Penalty: 4444.073242
	Iteration 26Q: 3 clusters Score -935509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -935509.937500 Penalty: 4444.073242
	Iteration 27Q: 3 clusters Score -935509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -935513.250000 Penalty: 4444.073242
	Iteration 28Q: 3 clusters Score -935513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -935512.500000 Penalty: 4444.073242
	Iteration 29Q: 3 clusters Score -935512.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -935513.125000 Penalty: 4444.073242
	Iteration 30Q: 3 clusters Score -935513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -935512.375000 Penalty: 4444.073242
	Iteration 31Q: 3 clusters Score -935512.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -935512.375000 Penalty: 4444.073242
	Iteration 32F: 3 clusters Score -935512.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Entering Unmasked Estep 
Score: -412702.156250 Penalty: 2026.206177
	Iteration 0F: 2 clusters Score -412702.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -409141.125000 Penalty: 4052.412354
	Iteration 0F: 3 clusters Score -409141.1 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -410016.062500 Penalty: 4052.412354
	Iteration 1F: 3 clusters Score -410016.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -410279.875000 Penalty: 4052.412354
	Iteration 2F: 3 clusters Score -410279.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -410488.062500 Penalty: 4052.412354
	Iteration 3F: 3 clusters Score -410488.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -410666.562500 Penalty: 4052.412354
	Iteration 4F: 3 clusters Score -410666.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -410807.437500 Penalty: 4052.412354
	Iteration 5Q: 3 clusters Score -410807.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -410924.843750 Penalty: 4052.412354
	Iteration 6Q: 3 clusters Score -410924.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -411009.156250 Penalty: 4052.412354
	Iteration 7Q: 3 clusters Score -411009.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -411067.687500 Penalty: 4052.412354
	Iteration 8Q: 3 clusters Score -411067.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -411109.781250 Penalty: 4052.412354
	Iteration 9Q: 3 clusters Score -411109.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -411148.843750 Penalty: 4052.412354
	Iteration 10Q: 3 clusters Score -411148.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -411181.093750 Penalty: 4052.412354
	Iteration 11Q: 3 clusters Score -411181.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -411205.250000 Penalty: 4052.412354
	Iteration 12Q: 3 clusters Score -411205.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -411225.000000 Penalty: 4052.412354
	Iteration 13Q: 3 clusters Score -411225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -411241.281250 Penalty: 4052.412354
	Iteration 14Q: 3 clusters Score -411241.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -411253.125000 Penalty: 4052.412354
	Iteration 15Q: 3 clusters Score -411253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -411259.875000 Penalty: 4052.412354
	Iteration 16Q: 3 clusters Score -411259.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -411265.531250 Penalty: 4052.412354
	Iteration 17Q: 3 clusters Score -411265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -411267.937500 Penalty: 4052.412354
	Iteration 18Q: 3 clusters Score -411267.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -411271.812500 Penalty: 4052.412354
	Iteration 19Q: 3 clusters Score -411271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -411275.968750 Penalty: 4052.412354
	Iteration 20F: 3 clusters Score -411276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -411279.781250 Penalty: 4052.412354
	Iteration 21Q: 3 clusters Score -411279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -411280.875000 Penalty: 4052.412354
	Iteration 22Q: 3 clusters Score -411280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -411281.187500 Penalty: 4052.412354
	Iteration 23Q: 3 clusters Score -411281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -411281.531250 Penalty: 4052.412354
	Iteration 24Q: 3 clusters Score -411281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -411282.656250 Penalty: 4052.412354
	Iteration 25Q: 3 clusters Score -411282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -411283.062500 Penalty: 4052.412354
	Iteration 26Q: 3 clusters Score -411283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -411284.281250 Penalty: 4052.412354
	Iteration 27Q: 3 clusters Score -411284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -411287.937500 Penalty: 4052.412354
	Iteration 28Q: 3 clusters Score -411287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -411291.093750 Penalty: 4052.412354
	Iteration 29Q: 3 clusters Score -411291.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -411296.125000 Penalty: 4052.412354
	Iteration 30Q: 3 clusters Score -411296.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -411300.343750 Penalty: 4052.412354
	Iteration 31Q: 3 clusters Score -411300.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -411304.937500 Penalty: 4052.412354
	Iteration 32Q: 3 clusters Score -411304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -411307.875000 Penalty: 4052.412354
	Iteration 33Q: 3 clusters Score -411307.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -411312.187500 Penalty: 4052.412354
	Iteration 34Q: 3 clusters Score -411312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -411315.125000 Penalty: 4052.412354
	Iteration 35Q: 3 clusters Score -411315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -411316.906250 Penalty: 4052.412354
	Iteration 36Q: 3 clusters Score -411316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -411316.375000 Penalty: 4052.412354
	Iteration 37Q: 3 clusters Score -411316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -411317.937500 Penalty: 4052.412354
	Iteration 38Q: 3 clusters Score -411317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -411317.937500 Penalty: 4052.412354
	Iteration 39F: 3 clusters Score -411317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Entering Unmasked Estep 
Score: -1068308.750000 Penalty: 2269.398926
	Iteration 0F: 2 clusters Score -1068309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1060975.625000 Penalty: 4538.797852
	Iteration 0F: 3 clusters Score -1060976 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1063046.875000 Penalty: 4538.797852
	Iteration 1F: 3 clusters Score -1063047 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1063417.000000 Penalty: 4538.797852
	Iteration 2F: 3 clusters Score -1063417 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1063709.625000 Penalty: 4538.797852
	Iteration 3F: 3 clusters Score -1063710 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1063980.625000 Penalty: 4538.797852
	Iteration 4F: 3 clusters Score -1063981 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1064256.875000 Penalty: 4538.797852
	Iteration 5Q: 3 clusters Score -1064257 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1064576.375000 Penalty: 4538.797852
	Iteration 6Q: 3 clusters Score -1064576 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1064910.875000 Penalty: 4538.797852
	Iteration 7Q: 3 clusters Score -1064911 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1065231.250000 Penalty: 4538.797852
	Iteration 8F: 3 clusters Score -1065231 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1065478.875000 Penalty: 4538.797852
	Iteration 9Q: 3 clusters Score -1065479 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1065666.375000 Penalty: 4538.797852
	Iteration 10Q: 3 clusters Score -1065666 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1065807.625000 Penalty: 4538.797852
	Iteration 11Q: 3 clusters Score -1065808 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1065924.500000 Penalty: 4538.797852
	Iteration 12Q: 3 clusters Score -1065924 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1066017.500000 Penalty: 4538.797852
	Iteration 13Q: 3 clusters Score -1066018 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1066088.375000 Penalty: 4538.797852
	Iteration 14Q: 3 clusters Score -1066088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1066157.000000 Penalty: 4538.797852
	Iteration 15Q: 3 clusters Score -1066157 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1066217.875000 Penalty: 4538.797852
	Iteration 16Q: 3 clusters Score -1066218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1066271.750000 Penalty: 4538.797852
	Iteration 17Q: 3 clusters Score -1066272 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1066319.750000 Penalty: 4538.797852
	Iteration 18Q: 3 clusters Score -1066320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1066353.375000 Penalty: 4538.797852
	Iteration 19Q: 3 clusters Score -1066353 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1066384.000000 Penalty: 4538.797852
	Iteration 20F: 3 clusters Score -1066384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1066415.125000 Penalty: 4538.797852
	Iteration 21Q: 3 clusters Score -1066415 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1066442.250000 Penalty: 4538.797852
	Iteration 22Q: 3 clusters Score -1066442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1066470.250000 Penalty: 4538.797852
	Iteration 23Q: 3 clusters Score -1066470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1066491.500000 Penalty: 4538.797852
	Iteration 24Q: 3 clusters Score -1066492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1066510.750000 Penalty: 4538.797852
	Iteration 25Q: 3 clusters Score -1066511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1066526.125000 Penalty: 4538.797852
	Iteration 26Q: 3 clusters Score -1066526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1066533.125000 Penalty: 4538.797852
	Iteration 27Q: 3 clusters Score -1066533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1066542.250000 Penalty: 4538.797852
	Iteration 28Q: 3 clusters Score -1066542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1066543.750000 Penalty: 4538.797852
	Iteration 29Q: 3 clusters Score -1066544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1066544.500000 Penalty: 4538.797852
	Iteration 30Q: 3 clusters Score -1066544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1066548.000000 Penalty: 4538.797852
	Iteration 31Q: 3 clusters Score -1066548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1066549.500000 Penalty: 4538.797852
	Iteration 32Q: 3 clusters Score -1066550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1066552.625000 Penalty: 4538.797852
	Iteration 33Q: 3 clusters Score -1066553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1066556.875000 Penalty: 4538.797852
	Iteration 34Q: 3 clusters Score -1066557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1066558.250000 Penalty: 4538.797852
	Iteration 35Q: 3 clusters Score -1066558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1066559.875000 Penalty: 4538.797852
	Iteration 36Q: 3 clusters Score -1066560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1066565.125000 Penalty: 4538.797852
	Iteration 37Q: 3 clusters Score -1066565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1066568.375000 Penalty: 4538.797852
	Iteration 38Q: 3 clusters Score -1066568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1066570.125000 Penalty: 4538.797852
	Iteration 39Q: 3 clusters Score -1066570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1066573.125000 Penalty: 4538.797852
	Iteration 40F: 3 clusters Score -1066573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1066576.125000 Penalty: 4538.797852
	Iteration 41Q: 3 clusters Score -1066576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1066576.750000 Penalty: 4538.797852
	Iteration 42Q: 3 clusters Score -1066577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1066579.750000 Penalty: 4538.797852
	Iteration 43Q: 3 clusters Score -1066580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1066580.500000 Penalty: 4538.797852
	Iteration 44Q: 3 clusters Score -1066580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1066581.250000 Penalty: 4538.797852
	Iteration 45Q: 3 clusters Score -1066581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1066580.375000 Penalty: 4538.797852
	Iteration 46Q: 3 clusters Score -1066580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1066583.125000 Penalty: 4538.797852
	Iteration 47Q: 3 clusters Score -1066583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1066584.250000 Penalty: 4538.797852
	Iteration 48Q: 3 clusters Score -1066584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1066586.875000 Penalty: 4538.797852
	Iteration 49Q: 3 clusters Score -1066587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1066587.625000 Penalty: 4538.797852
	Iteration 50Q: 3 clusters Score -1066588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1066589.500000 Penalty: 4538.797852
	Iteration 51Q: 3 clusters Score -1066590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1066595.375000 Penalty: 4538.797852
	Iteration 52Q: 3 clusters Score -1066595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1066597.000000 Penalty: 4538.797852
	Iteration 53Q: 3 clusters Score -1066597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1066601.875000 Penalty: 4538.797852
	Iteration 54Q: 3 clusters Score -1066602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1066605.250000 Penalty: 4538.797852
	Iteration 55Q: 3 clusters Score -1066605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1066611.875000 Penalty: 4538.797852
	Iteration 56Q: 3 clusters Score -1066612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1066621.250000 Penalty: 4538.797852
	Iteration 57Q: 3 clusters Score -1066621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1066625.250000 Penalty: 4538.797852
	Iteration 58Q: 3 clusters Score -1066625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1066625.625000 Penalty: 4538.797852
	Iteration 59Q: 3 clusters Score -1066626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1066627.750000 Penalty: 4538.797852
	Iteration 60F: 3 clusters Score -1066628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1066630.000000 Penalty: 4538.797852
	Iteration 61Q: 3 clusters Score -1066630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1066631.750000 Penalty: 4538.797852
	Iteration 62Q: 3 clusters Score -1066632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1066632.875000 Penalty: 4538.797852
	Iteration 63Q: 3 clusters Score -1066633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1066633.375000 Penalty: 4538.797852
	Iteration 64Q: 3 clusters Score -1066633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1066633.625000 Penalty: 4538.797852
	Iteration 65Q: 3 clusters Score -1066634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1066631.250000 Penalty: 4538.797852
	Iteration 66Q: 3 clusters Score -1066631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1066633.000000 Penalty: 4538.797852
	Iteration 67Q: 3 clusters Score -1066633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1066633.125000 Penalty: 4538.797852
	Iteration 68Q: 3 clusters Score -1066633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1066636.125000 Penalty: 4538.797852
	Iteration 69Q: 3 clusters Score -1066636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1066638.125000 Penalty: 4538.797852
	Iteration 70Q: 3 clusters Score -1066638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1066638.500000 Penalty: 4538.797852
	Iteration 71Q: 3 clusters Score -1066638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1066639.000000 Penalty: 4538.797852
	Iteration 72Q: 3 clusters Score -1066639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1066638.250000 Penalty: 4538.797852
	Iteration 73Q: 3 clusters Score -1066638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1066640.875000 Penalty: 4538.797852
	Iteration 74Q: 3 clusters Score -1066641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1066639.625000 Penalty: 4538.797852
	Iteration 75Q: 3 clusters Score -1066640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1066643.250000 Penalty: 4538.797852
	Iteration 76Q: 3 clusters Score -1066643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1066640.625000 Penalty: 4538.797852
	Iteration 77Q: 3 clusters Score -1066641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1066640.875000 Penalty: 4538.797852
	Iteration 78Q: 3 clusters Score -1066641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1066640.875000 Penalty: 4538.797852
	Iteration 79F: 3 clusters Score -1066641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Entering Unmasked Estep 
Score: -3147697.000000 Penalty: 2522.035889
	Iteration 0F: 2 clusters Score -3147697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3129633.500000 Penalty: 5044.071777
	Iteration 0F: 3 clusters Score -3129634 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3136039.000000 Penalty: 5044.071777
	Iteration 1F: 3 clusters Score -3136039 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3136603.250000 Penalty: 5044.071777
	Iteration 2F: 3 clusters Score -3136603 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3137083.250000 Penalty: 5044.071777
	Iteration 3Q: 3 clusters Score -3137083 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3137574.500000 Penalty: 5044.071777
	Iteration 4Q: 3 clusters Score -3137574 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3138075.500000 Penalty: 5044.071777
	Iteration 5Q: 3 clusters Score -3138076 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3138628.750000 Penalty: 5044.071777
	Iteration 6Q: 3 clusters Score -3138629 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3139289.250000 Penalty: 5044.071777
	Iteration 7Q: 3 clusters Score -3139289 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3139926.250000 Penalty: 5044.071777
	Iteration 8Q: 3 clusters Score -3139926 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3140575.500000 Penalty: 5044.071777
	Iteration 9Q: 3 clusters Score -3140576 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3141238.000000 Penalty: 5044.071777
	Iteration 10Q: 3 clusters Score -3141238 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3141914.500000 Penalty: 5044.071777
	Iteration 11Q: 3 clusters Score -3141914 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3142528.750000 Penalty: 5044.071777
	Iteration 12Q: 3 clusters Score -3142529 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3143092.250000 Penalty: 5044.071777
	Iteration 13Q: 3 clusters Score -3143092 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3143558.750000 Penalty: 5044.071777
	Iteration 14Q: 3 clusters Score -3143559 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3143917.250000 Penalty: 5044.071777
	Iteration 15Q: 3 clusters Score -3143917 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3144189.750000 Penalty: 5044.071777
	Iteration 16Q: 3 clusters Score -3144190 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3144358.750000 Penalty: 5044.071777
	Iteration 17Q: 3 clusters Score -3144359 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3144471.750000 Penalty: 5044.071777
	Iteration 18Q: 3 clusters Score -3144472 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3144566.000000 Penalty: 5044.071777
	Iteration 19Q: 3 clusters Score -3144566 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3144643.250000 Penalty: 5044.071777
	Iteration 20F: 3 clusters Score -3144643 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3144689.750000 Penalty: 5044.071777
	Iteration 21Q: 3 clusters Score -3144690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3144740.750000 Penalty: 5044.071777
	Iteration 22Q: 3 clusters Score -3144741 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3144780.000000 Penalty: 5044.071777
	Iteration 23Q: 3 clusters Score -3144780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3144823.750000 Penalty: 5044.071777
	Iteration 24Q: 3 clusters Score -3144824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3144853.750000 Penalty: 5044.071777
	Iteration 25Q: 3 clusters Score -3144854 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3144875.000000 Penalty: 5044.071777
	Iteration 26Q: 3 clusters Score -3144875 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3144899.750000 Penalty: 5044.071777
	Iteration 27Q: 3 clusters Score -3144900 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3144929.000000 Penalty: 5044.071777
	Iteration 28Q: 3 clusters Score -3144929 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3144961.000000 Penalty: 5044.071777
	Iteration 29Q: 3 clusters Score -3144961 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3144976.500000 Penalty: 5044.071777
	Iteration 30Q: 3 clusters Score -3144976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3145001.500000 Penalty: 5044.071777
	Iteration 31Q: 3 clusters Score -3145002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3145009.000000 Penalty: 5044.071777
	Iteration 32Q: 3 clusters Score -3145009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3145020.500000 Penalty: 5044.071777
	Iteration 33Q: 3 clusters Score -3145020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3145042.750000 Penalty: 5044.071777
	Iteration 34Q: 3 clusters Score -3145043 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3145059.250000 Penalty: 5044.071777
	Iteration 35Q: 3 clusters Score -3145059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3145063.750000 Penalty: 5044.071777
	Iteration 36Q: 3 clusters Score -3145064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3145075.750000 Penalty: 5044.071777
	Iteration 37Q: 3 clusters Score -3145076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3145085.500000 Penalty: 5044.071777
	Iteration 38Q: 3 clusters Score -3145086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -3145095.500000 Penalty: 5044.071777
	Iteration 39Q: 3 clusters Score -3145096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3145110.000000 Penalty: 5044.071777
	Iteration 40F: 3 clusters Score -3145110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3145133.000000 Penalty: 5044.071777
	Iteration 41Q: 3 clusters Score -3145133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3145145.750000 Penalty: 5044.071777
	Iteration 42Q: 3 clusters Score -3145146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3145158.250000 Penalty: 5044.071777
	Iteration 43Q: 3 clusters Score -3145158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3145180.250000 Penalty: 5044.071777
	Iteration 44Q: 3 clusters Score -3145180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3145196.000000 Penalty: 5044.071777
	Iteration 45Q: 3 clusters Score -3145196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3145205.250000 Penalty: 5044.071777
	Iteration 46Q: 3 clusters Score -3145205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3145221.750000 Penalty: 5044.071777
	Iteration 47Q: 3 clusters Score -3145222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3145233.250000 Penalty: 5044.071777
	Iteration 48Q: 3 clusters Score -3145233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3145244.750000 Penalty: 5044.071777
	Iteration 49Q: 3 clusters Score -3145245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3145248.500000 Penalty: 5044.071777
	Iteration 50Q: 3 clusters Score -3145248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3145256.500000 Penalty: 5044.071777
	Iteration 51Q: 3 clusters Score -3145256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3145261.250000 Penalty: 5044.071777
	Iteration 52Q: 3 clusters Score -3145261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3145278.250000 Penalty: 5044.071777
	Iteration 53Q: 3 clusters Score -3145278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3145287.500000 Penalty: 5044.071777
	Iteration 54Q: 3 clusters Score -3145288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3145296.750000 Penalty: 5044.071777
	Iteration 55Q: 3 clusters Score -3145297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3145300.750000 Penalty: 5044.071777
	Iteration 56Q: 3 clusters Score -3145301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3145305.250000 Penalty: 5044.071777
	Iteration 57Q: 3 clusters Score -3145305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3145316.250000 Penalty: 5044.071777
	Iteration 58Q: 3 clusters Score -3145316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3145324.750000 Penalty: 5044.071777
	Iteration 59Q: 3 clusters Score -3145325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3145330.750000 Penalty: 5044.071777
	Iteration 60F: 3 clusters Score -3145331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3145343.000000 Penalty: 5044.071777
	Iteration 61Q: 3 clusters Score -3145343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3145365.250000 Penalty: 5044.071777
	Iteration 62Q: 3 clusters Score -3145365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3145375.000000 Penalty: 5044.071777
	Iteration 63Q: 3 clusters Score -3145375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3145383.750000 Penalty: 5044.071777
	Iteration 64Q: 3 clusters Score -3145384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3145397.750000 Penalty: 5044.071777
	Iteration 65Q: 3 clusters Score -3145398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3145417.750000 Penalty: 5044.071777
	Iteration 66Q: 3 clusters Score -3145418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3145422.000000 Penalty: 5044.071777
	Iteration 67Q: 3 clusters Score -3145422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3145435.250000 Penalty: 5044.071777
	Iteration 68Q: 3 clusters Score -3145435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3145448.000000 Penalty: 5044.071777
	Iteration 69Q: 3 clusters Score -3145448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3145455.750000 Penalty: 5044.071777
	Iteration 70Q: 3 clusters Score -3145456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3145462.750000 Penalty: 5044.071777
	Iteration 71Q: 3 clusters Score -3145463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3145466.500000 Penalty: 5044.071777
	Iteration 72Q: 3 clusters Score -3145466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3145468.250000 Penalty: 5044.071777
	Iteration 73Q: 3 clusters Score -3145468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3145465.500000 Penalty: 5044.071777
	Iteration 74Q: 3 clusters Score -3145466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3145468.500000 Penalty: 5044.071777
	Iteration 75Q: 3 clusters Score -3145468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3145471.000000 Penalty: 5044.071777
	Iteration 76Q: 3 clusters Score -3145471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3145470.250000 Penalty: 5044.071777
	Iteration 77Q: 3 clusters Score -3145470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3145471.250000 Penalty: 5044.071777
	Iteration 78Q: 3 clusters Score -3145471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3145475.000000 Penalty: 5044.071777
	Iteration 79Q: 3 clusters Score -3145475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3145473.250000 Penalty: 5044.071777
	Iteration 80F: 3 clusters Score -3145473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3145482.750000 Penalty: 5044.071777
	Iteration 81Q: 3 clusters Score -3145483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3145483.000000 Penalty: 5044.071777
	Iteration 82Q: 3 clusters Score -3145483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3145486.500000 Penalty: 5044.071777
	Iteration 83Q: 3 clusters Score -3145486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3145486.000000 Penalty: 5044.071777
	Iteration 84Q: 3 clusters Score -3145486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3145487.250000 Penalty: 5044.071777
	Iteration 85Q: 3 clusters Score -3145487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3145485.500000 Penalty: 5044.071777
	Iteration 86Q: 3 clusters Score -3145486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3145486.000000 Penalty: 5044.071777
	Iteration 87Q: 3 clusters Score -3145486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3145485.500000 Penalty: 5044.071777
	Iteration 88Q: 3 clusters Score -3145486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3145485.500000 Penalty: 5044.071777
	Iteration 89F: 3 clusters Score -3145486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Entering Unmasked Estep 
Score: -922159.625000 Penalty: 2267.549805
	Iteration 0F: 2 clusters Score -922159.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -915026.812500 Penalty: 4535.099609
	Iteration 0F: 3 clusters Score -915026.8 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -917335.187500 Penalty: 4535.099609
	Iteration 1F: 3 clusters Score -917335.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -917816.437500 Penalty: 4535.099609
	Iteration 2F: 3 clusters Score -917816.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -918239.375000 Penalty: 4535.099609
	Iteration 3F: 3 clusters Score -918239.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -918616.250000 Penalty: 4535.099609
	Iteration 4F: 3 clusters Score -918616.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -918918.000000 Penalty: 4535.099609
	Iteration 5F: 3 clusters Score -918918 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -919173.125000 Penalty: 4535.099609
	Iteration 6Q: 3 clusters Score -919173.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -919396.250000 Penalty: 4535.099609
	Iteration 7Q: 3 clusters Score -919396.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -919591.750000 Penalty: 4535.099609
	Iteration 8Q: 3 clusters Score -919591.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -919772.312500 Penalty: 4535.099609
	Iteration 9Q: 3 clusters Score -919772.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -919925.750000 Penalty: 4535.099609
	Iteration 10Q: 3 clusters Score -919925.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -920051.375000 Penalty: 4535.099609
	Iteration 11Q: 3 clusters Score -920051.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -920131.625000 Penalty: 4535.099609
	Iteration 12Q: 3 clusters Score -920131.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -920209.375000 Penalty: 4535.099609
	Iteration 13Q: 3 clusters Score -920209.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -920278.437500 Penalty: 4535.099609
	Iteration 14Q: 3 clusters Score -920278.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -920328.000000 Penalty: 4535.099609
	Iteration 15Q: 3 clusters Score -920328 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -920365.812500 Penalty: 4535.099609
	Iteration 16Q: 3 clusters Score -920365.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -920397.625000 Penalty: 4535.099609
	Iteration 17Q: 3 clusters Score -920397.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -920424.437500 Penalty: 4535.099609
	Iteration 18Q: 3 clusters Score -920424.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -920441.750000 Penalty: 4535.099609
	Iteration 19Q: 3 clusters Score -920441.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -920460.500000 Penalty: 4535.099609
	Iteration 20F: 3 clusters Score -920460.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -920473.500000 Penalty: 4535.099609
	Iteration 21Q: 3 clusters Score -920473.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -920485.625000 Penalty: 4535.099609
	Iteration 22Q: 3 clusters Score -920485.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -920494.750000 Penalty: 4535.099609
	Iteration 23Q: 3 clusters Score -920494.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -920501.375000 Penalty: 4535.099609
	Iteration 24Q: 3 clusters Score -920501.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -920508.687500 Penalty: 4535.099609
	Iteration 25Q: 3 clusters Score -920508.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -920515.812500 Penalty: 4535.099609
	Iteration 26Q: 3 clusters Score -920515.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -920521.000000 Penalty: 4535.099609
	Iteration 27Q: 3 clusters Score -920521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -920525.062500 Penalty: 4535.099609
	Iteration 28Q: 3 clusters Score -920525.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -920530.125000 Penalty: 4535.099609
	Iteration 29Q: 3 clusters Score -920530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -920536.125000 Penalty: 4535.099609
	Iteration 30Q: 3 clusters Score -920536.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -920540.750000 Penalty: 4535.099609
	Iteration 31Q: 3 clusters Score -920540.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -920548.000000 Penalty: 4535.099609
	Iteration 32Q: 3 clusters Score -920548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -920553.312500 Penalty: 4535.099609
	Iteration 33Q: 3 clusters Score -920553.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -920561.250000 Penalty: 4535.099609
	Iteration 34Q: 3 clusters Score -920561.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -920571.562500 Penalty: 4535.099609
	Iteration 35Q: 3 clusters Score -920571.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -920581.500000 Penalty: 4535.099609
	Iteration 36Q: 3 clusters Score -920581.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -920594.500000 Penalty: 4535.099609
	Iteration 37Q: 3 clusters Score -920594.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -920612.062500 Penalty: 4535.099609
	Iteration 38Q: 3 clusters Score -920612.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -920631.187500 Penalty: 4535.099609
	Iteration 39Q: 3 clusters Score -920631.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -920659.500000 Penalty: 4535.099609
	Iteration 40F: 3 clusters Score -920659.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -920688.250000 Penalty: 4535.099609
	Iteration 41Q: 3 clusters Score -920688.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -920721.562500 Penalty: 4535.099609
	Iteration 42Q: 3 clusters Score -920721.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -920747.562500 Penalty: 4535.099609
	Iteration 43Q: 3 clusters Score -920747.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -920773.687500 Penalty: 4535.099609
	Iteration 44Q: 3 clusters Score -920773.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -920802.500000 Penalty: 4535.099609
	Iteration 45Q: 3 clusters Score -920802.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -920833.062500 Penalty: 4535.099609
	Iteration 46Q: 3 clusters Score -920833.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -920860.250000 Penalty: 4535.099609
	Iteration 47Q: 3 clusters Score -920860.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -920891.750000 Penalty: 4535.099609
	Iteration 48Q: 3 clusters Score -920891.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -920924.812500 Penalty: 4535.099609
	Iteration 49Q: 3 clusters Score -920924.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -920957.000000 Penalty: 4535.099609
	Iteration 50Q: 3 clusters Score -920957 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -920984.937500 Penalty: 4535.099609
	Iteration 51Q: 3 clusters Score -920984.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -921014.187500 Penalty: 4535.099609
	Iteration 52Q: 3 clusters Score -921014.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -921039.375000 Penalty: 4535.099609
	Iteration 53Q: 3 clusters Score -921039.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -921057.437500 Penalty: 4535.099609
	Iteration 54Q: 3 clusters Score -921057.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -921077.000000 Penalty: 4535.099609
	Iteration 55Q: 3 clusters Score -921077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -921092.500000 Penalty: 4535.099609
	Iteration 56Q: 3 clusters Score -921092.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -921110.562500 Penalty: 4535.099609
	Iteration 57Q: 3 clusters Score -921110.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -921119.437500 Penalty: 4535.099609
	Iteration 58Q: 3 clusters Score -921119.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -921130.375000 Penalty: 4535.099609
	Iteration 59Q: 3 clusters Score -921130.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -921135.500000 Penalty: 4535.099609
	Iteration 60F: 3 clusters Score -921135.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -921144.500000 Penalty: 4535.099609
	Iteration 61Q: 3 clusters Score -921144.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -921152.812500 Penalty: 4535.099609
	Iteration 62Q: 3 clusters Score -921152.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -921162.125000 Penalty: 4535.099609
	Iteration 63Q: 3 clusters Score -921162.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -921170.250000 Penalty: 4535.099609
	Iteration 64Q: 3 clusters Score -921170.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -921179.062500 Penalty: 4535.099609
	Iteration 65Q: 3 clusters Score -921179.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -921187.187500 Penalty: 4535.099609
	Iteration 66Q: 3 clusters Score -921187.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -921194.812500 Penalty: 4535.099609
	Iteration 67Q: 3 clusters Score -921194.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -921208.125000 Penalty: 4535.099609
	Iteration 68Q: 3 clusters Score -921208.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -921217.625000 Penalty: 4535.099609
	Iteration 69Q: 3 clusters Score -921217.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -921224.812500 Penalty: 4535.099609
	Iteration 70Q: 3 clusters Score -921224.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -921228.187500 Penalty: 4535.099609
	Iteration 71Q: 3 clusters Score -921228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -921235.000000 Penalty: 4535.099609
	Iteration 72Q: 3 clusters Score -921235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -921232.625000 Penalty: 4535.099609
	Iteration 73Q: 3 clusters Score -921232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -921236.875000 Penalty: 4535.099609
	Iteration 74Q: 3 clusters Score -921236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -921238.375000 Penalty: 4535.099609
	Iteration 75Q: 3 clusters Score -921238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -921241.812500 Penalty: 4535.099609
	Iteration 76Q: 3 clusters Score -921241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -921242.375000 Penalty: 4535.099609
	Iteration 77Q: 3 clusters Score -921242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -921247.062500 Penalty: 4535.099609
	Iteration 78Q: 3 clusters Score -921247.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -921252.625000 Penalty: 4535.099609
	Iteration 79Q: 3 clusters Score -921252.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -921255.875000 Penalty: 4535.099609
	Iteration 80F: 3 clusters Score -921255.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -921261.375000 Penalty: 4535.099609
	Iteration 81Q: 3 clusters Score -921261.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -921265.312500 Penalty: 4535.099609
	Iteration 82Q: 3 clusters Score -921265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -921267.437500 Penalty: 4535.099609
	Iteration 83Q: 3 clusters Score -921267.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -921270.687500 Penalty: 4535.099609
	Iteration 84Q: 3 clusters Score -921270.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -921271.750000 Penalty: 4535.099609
	Iteration 85Q: 3 clusters Score -921271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -921274.250000 Penalty: 4535.099609
	Iteration 86Q: 3 clusters Score -921274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -921274.500000 Penalty: 4535.099609
	Iteration 87Q: 3 clusters Score -921274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -921273.500000 Penalty: 4535.099609
	Iteration 88Q: 3 clusters Score -921273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -921273.500000 Penalty: 4535.099609
	Iteration 89F: 3 clusters Score -921273.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Entering Unmasked Estep 
Score: -2018930.750000 Penalty: 2416.866455
	Iteration 0F: 2 clusters Score -2018931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2006657.375000 Penalty: 4833.732910
	Iteration 0F: 3 clusters Score -2006657 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2010730.750000 Penalty: 4833.732910
	Iteration 1F: 3 clusters Score -2010731 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2011264.875000 Penalty: 4833.732910
	Iteration 2F: 3 clusters Score -2011265 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2011896.250000 Penalty: 4833.732910
	Iteration 3F: 3 clusters Score -2011896 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2012626.875000 Penalty: 4833.732910
	Iteration 4F: 3 clusters Score -2012627 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2013413.125000 Penalty: 4833.732910
	Iteration 5F: 3 clusters Score -2013413 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2014190.750000 Penalty: 4833.732910
	Iteration 6F: 3 clusters Score -2014191 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2014968.625000 Penalty: 4833.732910
	Iteration 7F: 3 clusters Score -2014969 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2015626.375000 Penalty: 4833.732910
	Iteration 8Q: 3 clusters Score -2015626 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2016255.625000 Penalty: 4833.732910
	Iteration 9Q: 3 clusters Score -2016256 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2016777.250000 Penalty: 4833.732910
	Iteration 10Q: 3 clusters Score -2016777 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2017102.000000 Penalty: 4833.732910
	Iteration 11Q: 3 clusters Score -2017102 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2017301.375000 Penalty: 4833.732910
	Iteration 12Q: 3 clusters Score -2017301 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2017405.375000 Penalty: 4833.732910
	Iteration 13Q: 3 clusters Score -2017405 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2017457.000000 Penalty: 4833.732910
	Iteration 14Q: 3 clusters Score -2017457 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2017498.500000 Penalty: 4833.732910
	Iteration 15Q: 3 clusters Score -2017498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2017524.875000 Penalty: 4833.732910
	Iteration 16Q: 3 clusters Score -2017525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2017546.625000 Penalty: 4833.732910
	Iteration 17Q: 3 clusters Score -2017547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2017561.750000 Penalty: 4833.732910
	Iteration 18Q: 3 clusters Score -2017562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2017578.375000 Penalty: 4833.732910
	Iteration 19Q: 3 clusters Score -2017578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2017589.375000 Penalty: 4833.732910
	Iteration 20F: 3 clusters Score -2017589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2017595.500000 Penalty: 4833.732910
	Iteration 21Q: 3 clusters Score -2017596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2017606.625000 Penalty: 4833.732910
	Iteration 22Q: 3 clusters Score -2017607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2017614.375000 Penalty: 4833.732910
	Iteration 23Q: 3 clusters Score -2017614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2017613.500000 Penalty: 4833.732910
	Iteration 24Q: 3 clusters Score -2017614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2017616.375000 Penalty: 4833.732910
	Iteration 25Q: 3 clusters Score -2017616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2017618.750000 Penalty: 4833.732910
	Iteration 26Q: 3 clusters Score -2017619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2017621.375000 Penalty: 4833.732910
	Iteration 27Q: 3 clusters Score -2017621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2017620.625000 Penalty: 4833.732910
	Iteration 28Q: 3 clusters Score -2017621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2017621.500000 Penalty: 4833.732910
	Iteration 29Q: 3 clusters Score -2017622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2017628.625000 Penalty: 4833.732910
	Iteration 30Q: 3 clusters Score -2017629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2017627.875000 Penalty: 4833.732910
	Iteration 31Q: 3 clusters Score -2017628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2017627.500000 Penalty: 4833.732910
	Iteration 32Q: 3 clusters Score -2017628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2017629.250000 Penalty: 4833.732910
	Iteration 33Q: 3 clusters Score -2017629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2017628.000000 Penalty: 4833.732910
	Iteration 34Q: 3 clusters Score -2017628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2017630.375000 Penalty: 4833.732910
	Iteration 35Q: 3 clusters Score -2017630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2017629.125000 Penalty: 4833.732910
	Iteration 36Q: 3 clusters Score -2017629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2017629.125000 Penalty: 4833.732910
	Iteration 37F: 3 clusters Score -2017629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Entering Unmasked Estep 
Score: -1206156.625000 Penalty: 2314.737549
	Iteration 0F: 2 clusters Score -1206157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1197605.625000 Penalty: 4629.475098
	Iteration 0F: 3 clusters Score -1197606 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1200378.625000 Penalty: 4629.475098
	Iteration 1F: 3 clusters Score -1200379 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1200890.625000 Penalty: 4629.475098
	Iteration 2F: 3 clusters Score -1200891 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1201366.625000 Penalty: 4629.475098
	Iteration 3F: 3 clusters Score -1201367 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1201877.625000 Penalty: 4629.475098
	Iteration 4F: 3 clusters Score -1201878 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1202343.500000 Penalty: 4629.475098
	Iteration 5F: 3 clusters Score -1202344 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1202694.750000 Penalty: 4629.475098
	Iteration 6F: 3 clusters Score -1202695 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1202957.375000 Penalty: 4629.475098
	Iteration 7Q: 3 clusters Score -1202957 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1203149.875000 Penalty: 4629.475098
	Iteration 8Q: 3 clusters Score -1203150 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1203300.500000 Penalty: 4629.475098
	Iteration 9Q: 3 clusters Score -1203300 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1203407.750000 Penalty: 4629.475098
	Iteration 10Q: 3 clusters Score -1203408 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1203497.250000 Penalty: 4629.475098
	Iteration 11Q: 3 clusters Score -1203497 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1203563.750000 Penalty: 4629.475098
	Iteration 12Q: 3 clusters Score -1203564 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1203607.875000 Penalty: 4629.475098
	Iteration 13Q: 3 clusters Score -1203608 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1203637.750000 Penalty: 4629.475098
	Iteration 14Q: 3 clusters Score -1203638 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1203665.125000 Penalty: 4629.475098
	Iteration 15Q: 3 clusters Score -1203665 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1203691.875000 Penalty: 4629.475098
	Iteration 16Q: 3 clusters Score -1203692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1203716.625000 Penalty: 4629.475098
	Iteration 17Q: 3 clusters Score -1203717 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1203741.125000 Penalty: 4629.475098
	Iteration 18Q: 3 clusters Score -1203741 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1203759.875000 Penalty: 4629.475098
	Iteration 19Q: 3 clusters Score -1203760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1203780.250000 Penalty: 4629.475098
	Iteration 20F: 3 clusters Score -1203780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1203794.875000 Penalty: 4629.475098
	Iteration 21Q: 3 clusters Score -1203795 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1203809.000000 Penalty: 4629.475098
	Iteration 22Q: 3 clusters Score -1203809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1203822.875000 Penalty: 4629.475098
	Iteration 23Q: 3 clusters Score -1203823 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1203833.250000 Penalty: 4629.475098
	Iteration 24Q: 3 clusters Score -1203833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1203844.875000 Penalty: 4629.475098
	Iteration 25Q: 3 clusters Score -1203845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1203851.875000 Penalty: 4629.475098
	Iteration 26Q: 3 clusters Score -1203852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1203862.875000 Penalty: 4629.475098
	Iteration 27Q: 3 clusters Score -1203863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1203866.250000 Penalty: 4629.475098
	Iteration 28Q: 3 clusters Score -1203866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1203878.000000 Penalty: 4629.475098
	Iteration 29Q: 3 clusters Score -1203878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1203892.875000 Penalty: 4629.475098
	Iteration 30Q: 3 clusters Score -1203893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1203911.125000 Penalty: 4629.475098
	Iteration 31Q: 3 clusters Score -1203911 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1203930.500000 Penalty: 4629.475098
	Iteration 32Q: 3 clusters Score -1203930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1203947.125000 Penalty: 4629.475098
	Iteration 33Q: 3 clusters Score -1203947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1203962.500000 Penalty: 4629.475098
	Iteration 34Q: 3 clusters Score -1203962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1203983.500000 Penalty: 4629.475098
	Iteration 35Q: 3 clusters Score -1203984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1204006.375000 Penalty: 4629.475098
	Iteration 36Q: 3 clusters Score -1204006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1204031.250000 Penalty: 4629.475098
	Iteration 37Q: 3 clusters Score -1204031 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1204051.625000 Penalty: 4629.475098
	Iteration 38Q: 3 clusters Score -1204052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1204069.125000 Penalty: 4629.475098
	Iteration 39Q: 3 clusters Score -1204069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1204088.125000 Penalty: 4629.475098
	Iteration 40F: 3 clusters Score -1204088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1204117.000000 Penalty: 4629.475098
	Iteration 41Q: 3 clusters Score -1204117 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1204146.875000 Penalty: 4629.475098
	Iteration 42Q: 3 clusters Score -1204147 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1204179.000000 Penalty: 4629.475098
	Iteration 43Q: 3 clusters Score -1204179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1204206.250000 Penalty: 4629.475098
	Iteration 44Q: 3 clusters Score -1204206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1204239.250000 Penalty: 4629.475098
	Iteration 45Q: 3 clusters Score -1204239 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1204266.500000 Penalty: 4629.475098
	Iteration 46Q: 3 clusters Score -1204266 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1204302.500000 Penalty: 4629.475098
	Iteration 47Q: 3 clusters Score -1204302 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1204335.625000 Penalty: 4629.475098
	Iteration 48Q: 3 clusters Score -1204336 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1204381.500000 Penalty: 4629.475098
	Iteration 49Q: 3 clusters Score -1204382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1204414.375000 Penalty: 4629.475098
	Iteration 50Q: 3 clusters Score -1204414 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1204454.000000 Penalty: 4629.475098
	Iteration 51Q: 3 clusters Score -1204454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1204483.625000 Penalty: 4629.475098
	Iteration 52Q: 3 clusters Score -1204484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1204519.000000 Penalty: 4629.475098
	Iteration 53Q: 3 clusters Score -1204519 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1204554.625000 Penalty: 4629.475098
	Iteration 54Q: 3 clusters Score -1204555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1204575.250000 Penalty: 4629.475098
	Iteration 55Q: 3 clusters Score -1204575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1204593.500000 Penalty: 4629.475098
	Iteration 56Q: 3 clusters Score -1204594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1204612.750000 Penalty: 4629.475098
	Iteration 57Q: 3 clusters Score -1204613 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1204628.125000 Penalty: 4629.475098
	Iteration 58Q: 3 clusters Score -1204628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1204644.000000 Penalty: 4629.475098
	Iteration 59Q: 3 clusters Score -1204644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1204657.875000 Penalty: 4629.475098
	Iteration 60F: 3 clusters Score -1204658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1204668.875000 Penalty: 4629.475098
	Iteration 61Q: 3 clusters Score -1204669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1204679.625000 Penalty: 4629.475098
	Iteration 62Q: 3 clusters Score -1204680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1204691.625000 Penalty: 4629.475098
	Iteration 63Q: 3 clusters Score -1204692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1204699.375000 Penalty: 4629.475098
	Iteration 64Q: 3 clusters Score -1204699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1204707.375000 Penalty: 4629.475098
	Iteration 65Q: 3 clusters Score -1204707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1204714.125000 Penalty: 4629.475098
	Iteration 66Q: 3 clusters Score -1204714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1204721.625000 Penalty: 4629.475098
	Iteration 67Q: 3 clusters Score -1204722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1204726.250000 Penalty: 4629.475098
	Iteration 68Q: 3 clusters Score -1204726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1204731.250000 Penalty: 4629.475098
	Iteration 69Q: 3 clusters Score -1204731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1204736.750000 Penalty: 4629.475098
	Iteration 70Q: 3 clusters Score -1204737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1204744.000000 Penalty: 4629.475098
	Iteration 71Q: 3 clusters Score -1204744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1204748.875000 Penalty: 4629.475098
	Iteration 72Q: 3 clusters Score -1204749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1204759.125000 Penalty: 4629.475098
	Iteration 73Q: 3 clusters Score -1204759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1204765.750000 Penalty: 4629.475098
	Iteration 74Q: 3 clusters Score -1204766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1204774.000000 Penalty: 4629.475098
	Iteration 75Q: 3 clusters Score -1204774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1204777.750000 Penalty: 4629.475098
	Iteration 76Q: 3 clusters Score -1204778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1204782.125000 Penalty: 4629.475098
	Iteration 77Q: 3 clusters Score -1204782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1204788.750000 Penalty: 4629.475098
	Iteration 78Q: 3 clusters Score -1204789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1204798.750000 Penalty: 4629.475098
	Iteration 79Q: 3 clusters Score -1204799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1204806.000000 Penalty: 4629.475098
	Iteration 80F: 3 clusters Score -1204806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1204808.625000 Penalty: 4629.475098
	Iteration 81Q: 3 clusters Score -1204809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1204810.625000 Penalty: 4629.475098
	Iteration 82Q: 3 clusters Score -1204811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1204816.875000 Penalty: 4629.475098
	Iteration 83Q: 3 clusters Score -1204817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1204818.000000 Penalty: 4629.475098
	Iteration 84Q: 3 clusters Score -1204818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1204826.125000 Penalty: 4629.475098
	Iteration 85Q: 3 clusters Score -1204826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1204827.125000 Penalty: 4629.475098
	Iteration 86Q: 3 clusters Score -1204827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1204831.250000 Penalty: 4629.475098
	Iteration 87Q: 3 clusters Score -1204831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1204835.375000 Penalty: 4629.475098
	Iteration 88Q: 3 clusters Score -1204835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1204836.000000 Penalty: 4629.475098
	Iteration 89Q: 3 clusters Score -1204836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1204836.500000 Penalty: 4629.475098
	Iteration 90Q: 3 clusters Score -1204836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1204836.375000 Penalty: 4629.475098
	Iteration 91Q: 3 clusters Score -1204836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1204836.875000 Penalty: 4629.475098
	Iteration 92Q: 3 clusters Score -1204837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1204837.375000 Penalty: 4629.475098
	Iteration 93Q: 3 clusters Score -1204837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1204840.125000 Penalty: 4629.475098
	Iteration 94Q: 3 clusters Score -1204840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1204841.000000 Penalty: 4629.475098
	Iteration 95Q: 3 clusters Score -1204841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1204840.750000 Penalty: 4629.475098
	Iteration 96Q: 3 clusters Score -1204841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1204840.750000 Penalty: 4629.475098
	Iteration 97F: 3 clusters Score -1204841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Entering Unmasked Estep 
Score: -381930.375000 Penalty: 2001.041626
	Iteration 0F: 2 clusters Score -381930.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -378572.875000 Penalty: 4002.083252
	Iteration 0F: 3 clusters Score -378572.9 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -379303.312500 Penalty: 4002.083252
	Iteration 1F: 3 clusters Score -379303.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -379481.625000 Penalty: 4002.083252
	Iteration 2F: 3 clusters Score -379481.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -379593.125000 Penalty: 4002.083252
	Iteration 3F: 3 clusters Score -379593.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -379679.781250 Penalty: 4002.083252
	Iteration 4Q: 3 clusters Score -379679.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -379753.531250 Penalty: 4002.083252
	Iteration 5Q: 3 clusters Score -379753.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -379807.093750 Penalty: 4002.083252
	Iteration 6Q: 3 clusters Score -379807.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -379865.156250 Penalty: 4002.083252
	Iteration 7Q: 3 clusters Score -379865.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -379898.937500 Penalty: 4002.083252
	Iteration 8Q: 3 clusters Score -379898.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -379925.718750 Penalty: 4002.083252
	Iteration 9Q: 3 clusters Score -379925.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -379950.500000 Penalty: 4002.083252
	Iteration 10Q: 3 clusters Score -379950.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -379967.625000 Penalty: 4002.083252
	Iteration 11Q: 3 clusters Score -379967.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -379987.437500 Penalty: 4002.083252
	Iteration 12Q: 3 clusters Score -379987.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -380013.312500 Penalty: 4002.083252
	Iteration 13Q: 3 clusters Score -380013.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -380038.375000 Penalty: 4002.083252
	Iteration 14Q: 3 clusters Score -380038.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -380059.468750 Penalty: 4002.083252
	Iteration 15Q: 3 clusters Score -380059.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -380076.968750 Penalty: 4002.083252
	Iteration 16Q: 3 clusters Score -380077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -380093.656250 Penalty: 4002.083252
	Iteration 17Q: 3 clusters Score -380093.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -380109.218750 Penalty: 4002.083252
	Iteration 18Q: 3 clusters Score -380109.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -380125.218750 Penalty: 4002.083252
	Iteration 19Q: 3 clusters Score -380125.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -380136.531250 Penalty: 4002.083252
	Iteration 20F: 3 clusters Score -380136.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -380138.906250 Penalty: 4002.083252
	Iteration 21Q: 3 clusters Score -380138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -380144.343750 Penalty: 4002.083252
	Iteration 22Q: 3 clusters Score -380144.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -380148.937500 Penalty: 4002.083252
	Iteration 23Q: 3 clusters Score -380148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -380152.281250 Penalty: 4002.083252
	Iteration 24Q: 3 clusters Score -380152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380153.531250 Penalty: 4002.083252
	Iteration 25Q: 3 clusters Score -380153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -380155.062500 Penalty: 4002.083252
	Iteration 26Q: 3 clusters Score -380155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -380156.625000 Penalty: 4002.083252
	Iteration 27Q: 3 clusters Score -380156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -380157.125000 Penalty: 4002.083252
	Iteration 28Q: 3 clusters Score -380157.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380157.781250 Penalty: 4002.083252
	Iteration 29Q: 3 clusters Score -380157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380158.843750 Penalty: 4002.083252
	Iteration 30Q: 3 clusters Score -380158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380159.656250 Penalty: 4002.083252
	Iteration 31Q: 3 clusters Score -380159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380160.437500 Penalty: 4002.083252
	Iteration 32Q: 3 clusters Score -380160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -380160.843750 Penalty: 4002.083252
	Iteration 33Q: 3 clusters Score -380160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380161.156250 Penalty: 4002.083252
	Iteration 34Q: 3 clusters Score -380161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380162.343750 Penalty: 4002.083252
	Iteration 35Q: 3 clusters Score -380162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380162.343750 Penalty: 4002.083252
	Iteration 36F: 3 clusters Score -380162.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -184660.906250 Penalty: 1823.564209
	Iteration 0F: 2 clusters Score -184660.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -182341.031250 Penalty: 3647.128418
	Iteration 0F: 3 clusters Score -182341 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -182745.406250 Penalty: 3647.128418
	Iteration 1F: 3 clusters Score -182745.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -182925.875000 Penalty: 3647.128418
	Iteration 2F: 3 clusters Score -182925.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -183032.328125 Penalty: 3647.128418
	Iteration 3F: 3 clusters Score -183032.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -183115.062500 Penalty: 3647.128418
	Iteration 4Q: 3 clusters Score -183115.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -183160.656250 Penalty: 3647.128418
	Iteration 5Q: 3 clusters Score -183160.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -183186.984375 Penalty: 3647.128418
	Iteration 6Q: 3 clusters Score -183187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -183209.328125 Penalty: 3647.128418
	Iteration 7Q: 3 clusters Score -183209.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -183231.218750 Penalty: 3647.128418
	Iteration 8Q: 3 clusters Score -183231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -183243.609375 Penalty: 3647.128418
	Iteration 9Q: 3 clusters Score -183243.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -183256.812500 Penalty: 3647.128418
	Iteration 10Q: 3 clusters Score -183256.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -183263.234375 Penalty: 3647.128418
	Iteration 11Q: 3 clusters Score -183263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -183266.812500 Penalty: 3647.128418
	Iteration 12Q: 3 clusters Score -183266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -183268.968750 Penalty: 3647.128418
	Iteration 13Q: 3 clusters Score -183269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -183268.968750 Penalty: 3647.128418
	Iteration 14F: 3 clusters Score -183269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -95604.734375 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -95604.73 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 657 members 
Entering Unmasked Estep 
Score: -93478.718750 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -93478.72 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -93804.335938 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -93804.34 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -93907.460938 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -93907.46 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -93946.148438 Penalty: 3553.317627
	Iteration 3Q: 3 clusters Score -93946.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -93974.406250 Penalty: 3553.317627
	Iteration 4Q: 3 clusters Score -93974.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -93986.640625 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -93986.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -93994.460938 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -93994.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -94004.234375 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -94004.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -94011.140625 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -94011.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -94015.492188 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -94015.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -94022.312500 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -94022.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -94029.171875 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -94029.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -94034.601562 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -94034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -94044.664062 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -94044.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -94048.375000 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -94048.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -94048.375000 Penalty: 3553.317627
	Iteration 15F: 3 clusters Score -94048.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Entering Unmasked Estep 
Score: -1465785.625000 Penalty: 2353.786133
	Iteration 0F: 2 clusters Score -1465786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1456004.750000 Penalty: 4707.572266
	Iteration 0F: 3 clusters Score -1456005 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1459168.125000 Penalty: 4707.572266
	Iteration 1F: 3 clusters Score -1459168 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1459616.375000 Penalty: 4707.572266
	Iteration 2F: 3 clusters Score -1459616 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1459997.875000 Penalty: 4707.572266
	Iteration 3F: 3 clusters Score -1459998 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1460305.625000 Penalty: 4707.572266
	Iteration 4Q: 3 clusters Score -1460306 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1460588.875000 Penalty: 4707.572266
	Iteration 5Q: 3 clusters Score -1460589 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1460858.500000 Penalty: 4707.572266
	Iteration 6Q: 3 clusters Score -1460858 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1461104.500000 Penalty: 4707.572266
	Iteration 7Q: 3 clusters Score -1461104 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1461355.375000 Penalty: 4707.572266
	Iteration 8Q: 3 clusters Score -1461355 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1461589.500000 Penalty: 4707.572266
	Iteration 9Q: 3 clusters Score -1461590 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1461777.375000 Penalty: 4707.572266
	Iteration 10Q: 3 clusters Score -1461777 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1461941.125000 Penalty: 4707.572266
	Iteration 11Q: 3 clusters Score -1461941 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1462106.875000 Penalty: 4707.572266
	Iteration 12Q: 3 clusters Score -1462107 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1462246.250000 Penalty: 4707.572266
	Iteration 13Q: 3 clusters Score -1462246 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1462365.125000 Penalty: 4707.572266
	Iteration 14Q: 3 clusters Score -1462365 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1462478.750000 Penalty: 4707.572266
	Iteration 15Q: 3 clusters Score -1462479 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1462555.000000 Penalty: 4707.572266
	Iteration 16Q: 3 clusters Score -1462555 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1462621.250000 Penalty: 4707.572266
	Iteration 17Q: 3 clusters Score -1462621 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1462673.750000 Penalty: 4707.572266
	Iteration 18Q: 3 clusters Score -1462674 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1462710.250000 Penalty: 4707.572266
	Iteration 19Q: 3 clusters Score -1462710 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1462739.625000 Penalty: 4707.572266
	Iteration 20F: 3 clusters Score -1462740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1462773.875000 Penalty: 4707.572266
	Iteration 21Q: 3 clusters Score -1462774 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1462801.625000 Penalty: 4707.572266
	Iteration 22Q: 3 clusters Score -1462802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1462824.625000 Penalty: 4707.572266
	Iteration 23Q: 3 clusters Score -1462825 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1462836.125000 Penalty: 4707.572266
	Iteration 24Q: 3 clusters Score -1462836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1462845.875000 Penalty: 4707.572266
	Iteration 25Q: 3 clusters Score -1462846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1462863.125000 Penalty: 4707.572266
	Iteration 26Q: 3 clusters Score -1462863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1462869.250000 Penalty: 4707.572266
	Iteration 27Q: 3 clusters Score -1462869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1462880.500000 Penalty: 4707.572266
	Iteration 28Q: 3 clusters Score -1462880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1462887.500000 Penalty: 4707.572266
	Iteration 29Q: 3 clusters Score -1462888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1462895.375000 Penalty: 4707.572266
	Iteration 30Q: 3 clusters Score -1462895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1462899.625000 Penalty: 4707.572266
	Iteration 31Q: 3 clusters Score -1462900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1462907.875000 Penalty: 4707.572266
	Iteration 32Q: 3 clusters Score -1462908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1462915.875000 Penalty: 4707.572266
	Iteration 33Q: 3 clusters Score -1462916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1462923.750000 Penalty: 4707.572266
	Iteration 34Q: 3 clusters Score -1462924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1462930.125000 Penalty: 4707.572266
	Iteration 35Q: 3 clusters Score -1462930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1462941.625000 Penalty: 4707.572266
	Iteration 36Q: 3 clusters Score -1462942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1462950.375000 Penalty: 4707.572266
	Iteration 37Q: 3 clusters Score -1462950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1462960.500000 Penalty: 4707.572266
	Iteration 38Q: 3 clusters Score -1462960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1462977.625000 Penalty: 4707.572266
	Iteration 39Q: 3 clusters Score -1462978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1462997.250000 Penalty: 4707.572266
	Iteration 40F: 3 clusters Score -1462997 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1463021.875000 Penalty: 4707.572266
	Iteration 41Q: 3 clusters Score -1463022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1463042.250000 Penalty: 4707.572266
	Iteration 42Q: 3 clusters Score -1463042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1463057.375000 Penalty: 4707.572266
	Iteration 43Q: 3 clusters Score -1463057 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1463076.875000 Penalty: 4707.572266
	Iteration 44Q: 3 clusters Score -1463077 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1463102.250000 Penalty: 4707.572266
	Iteration 45Q: 3 clusters Score -1463102 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1463122.125000 Penalty: 4707.572266
	Iteration 46Q: 3 clusters Score -1463122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1463148.000000 Penalty: 4707.572266
	Iteration 47Q: 3 clusters Score -1463148 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1463164.250000 Penalty: 4707.572266
	Iteration 48Q: 3 clusters Score -1463164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1463179.125000 Penalty: 4707.572266
	Iteration 49Q: 3 clusters Score -1463179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1463193.875000 Penalty: 4707.572266
	Iteration 50Q: 3 clusters Score -1463194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1463213.625000 Penalty: 4707.572266
	Iteration 51Q: 3 clusters Score -1463214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1463223.500000 Penalty: 4707.572266
	Iteration 52Q: 3 clusters Score -1463224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1463237.750000 Penalty: 4707.572266
	Iteration 53Q: 3 clusters Score -1463238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1463244.000000 Penalty: 4707.572266
	Iteration 54Q: 3 clusters Score -1463244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1463255.000000 Penalty: 4707.572266
	Iteration 55Q: 3 clusters Score -1463255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1463264.125000 Penalty: 4707.572266
	Iteration 56Q: 3 clusters Score -1463264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1463270.250000 Penalty: 4707.572266
	Iteration 57Q: 3 clusters Score -1463270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1463281.750000 Penalty: 4707.572266
	Iteration 58Q: 3 clusters Score -1463282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1463288.875000 Penalty: 4707.572266
	Iteration 59Q: 3 clusters Score -1463289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1463299.250000 Penalty: 4707.572266
	Iteration 60F: 3 clusters Score -1463299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1463306.250000 Penalty: 4707.572266
	Iteration 61Q: 3 clusters Score -1463306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1463307.375000 Penalty: 4707.572266
	Iteration 62Q: 3 clusters Score -1463307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1463308.250000 Penalty: 4707.572266
	Iteration 63Q: 3 clusters Score -1463308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1463308.500000 Penalty: 4707.572266
	Iteration 64Q: 3 clusters Score -1463308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1463313.125000 Penalty: 4707.572266
	Iteration 65Q: 3 clusters Score -1463313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1463318.250000 Penalty: 4707.572266
	Iteration 66Q: 3 clusters Score -1463318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1463323.250000 Penalty: 4707.572266
	Iteration 67Q: 3 clusters Score -1463323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1463331.625000 Penalty: 4707.572266
	Iteration 68Q: 3 clusters Score -1463332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1463333.750000 Penalty: 4707.572266
	Iteration 69Q: 3 clusters Score -1463334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1463340.125000 Penalty: 4707.572266
	Iteration 70Q: 3 clusters Score -1463340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1463345.625000 Penalty: 4707.572266
	Iteration 71Q: 3 clusters Score -1463346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1463351.625000 Penalty: 4707.572266
	Iteration 72Q: 3 clusters Score -1463352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1463360.875000 Penalty: 4707.572266
	Iteration 73Q: 3 clusters Score -1463361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1463371.750000 Penalty: 4707.572266
	Iteration 74Q: 3 clusters Score -1463372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1463377.125000 Penalty: 4707.572266
	Iteration 75Q: 3 clusters Score -1463377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1463381.500000 Penalty: 4707.572266
	Iteration 76Q: 3 clusters Score -1463382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1463385.500000 Penalty: 4707.572266
	Iteration 77Q: 3 clusters Score -1463386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1463399.125000 Penalty: 4707.572266
	Iteration 78Q: 3 clusters Score -1463399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1463403.750000 Penalty: 4707.572266
	Iteration 79Q: 3 clusters Score -1463404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1463404.625000 Penalty: 4707.572266
	Iteration 80F: 3 clusters Score -1463405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1463407.625000 Penalty: 4707.572266
	Iteration 81Q: 3 clusters Score -1463408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1463406.000000 Penalty: 4707.572266
	Iteration 82Q: 3 clusters Score -1463406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1463410.125000 Penalty: 4707.572266
	Iteration 83Q: 3 clusters Score -1463410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1463411.375000 Penalty: 4707.572266
	Iteration 84Q: 3 clusters Score -1463411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1463422.000000 Penalty: 4707.572266
	Iteration 85Q: 3 clusters Score -1463422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1463433.000000 Penalty: 4707.572266
	Iteration 86Q: 3 clusters Score -1463433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1463438.875000 Penalty: 4707.572266
	Iteration 87Q: 3 clusters Score -1463439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1463442.125000 Penalty: 4707.572266
	Iteration 88Q: 3 clusters Score -1463442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1463452.625000 Penalty: 4707.572266
	Iteration 89Q: 3 clusters Score -1463453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1463456.875000 Penalty: 4707.572266
	Iteration 90Q: 3 clusters Score -1463457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1463462.500000 Penalty: 4707.572266
	Iteration 91Q: 3 clusters Score -1463462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1463467.875000 Penalty: 4707.572266
	Iteration 92Q: 3 clusters Score -1463468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1463473.875000 Penalty: 4707.572266
	Iteration 93Q: 3 clusters Score -1463474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1463476.750000 Penalty: 4707.572266
	Iteration 94Q: 3 clusters Score -1463477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1463489.625000 Penalty: 4707.572266
	Iteration 95Q: 3 clusters Score -1463490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1463496.750000 Penalty: 4707.572266
	Iteration 96Q: 3 clusters Score -1463497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1463506.500000 Penalty: 4707.572266
	Iteration 97Q: 3 clusters Score -1463506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1463524.375000 Penalty: 4707.572266
	Iteration 98Q: 3 clusters Score -1463524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1463534.750000 Penalty: 4707.572266
	Iteration 99Q: 3 clusters Score -1463535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1463535.625000 Penalty: 4707.572266
	Iteration 100F: 3 clusters Score -1463536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1463538.125000 Penalty: 4707.572266
	Iteration 101Q: 3 clusters Score -1463538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1463546.625000 Penalty: 4707.572266
	Iteration 102Q: 3 clusters Score -1463547 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1463551.750000 Penalty: 4707.572266
	Iteration 103Q: 3 clusters Score -1463552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1463557.500000 Penalty: 4707.572266
	Iteration 104Q: 3 clusters Score -1463558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1463557.125000 Penalty: 4707.572266
	Iteration 105Q: 3 clusters Score -1463557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1463564.125000 Penalty: 4707.572266
	Iteration 106Q: 3 clusters Score -1463564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1463565.625000 Penalty: 4707.572266
	Iteration 107Q: 3 clusters Score -1463566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1463572.875000 Penalty: 4707.572266
	Iteration 108Q: 3 clusters Score -1463573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1463577.625000 Penalty: 4707.572266
	Iteration 109Q: 3 clusters Score -1463578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1463579.875000 Penalty: 4707.572266
	Iteration 110Q: 3 clusters Score -1463580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1463580.125000 Penalty: 4707.572266
	Iteration 111Q: 3 clusters Score -1463580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1463583.750000 Penalty: 4707.572266
	Iteration 112Q: 3 clusters Score -1463584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1463588.000000 Penalty: 4707.572266
	Iteration 113Q: 3 clusters Score -1463588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1463590.500000 Penalty: 4707.572266
	Iteration 114Q: 3 clusters Score -1463590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1463591.750000 Penalty: 4707.572266
	Iteration 115Q: 3 clusters Score -1463592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1463593.875000 Penalty: 4707.572266
	Iteration 116Q: 3 clusters Score -1463594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1463596.750000 Penalty: 4707.572266
	Iteration 117Q: 3 clusters Score -1463597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1463599.375000 Penalty: 4707.572266
	Iteration 118Q: 3 clusters Score -1463599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1463604.375000 Penalty: 4707.572266
	Iteration 119Q: 3 clusters Score -1463604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1463605.875000 Penalty: 4707.572266
	Iteration 120F: 3 clusters Score -1463606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1463607.625000 Penalty: 4707.572266
	Iteration 121Q: 3 clusters Score -1463608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1463619.000000 Penalty: 4707.572266
	Iteration 122Q: 3 clusters Score -1463619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1463622.625000 Penalty: 4707.572266
	Iteration 123Q: 3 clusters Score -1463623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1463640.500000 Penalty: 4707.572266
	Iteration 124Q: 3 clusters Score -1463640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1463653.750000 Penalty: 4707.572266
	Iteration 125Q: 3 clusters Score -1463654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1463668.000000 Penalty: 4707.572266
	Iteration 126Q: 3 clusters Score -1463668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1463691.250000 Penalty: 4707.572266
	Iteration 127Q: 3 clusters Score -1463691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1463716.375000 Penalty: 4707.572266
	Iteration 128Q: 3 clusters Score -1463716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1463732.500000 Penalty: 4707.572266
	Iteration 129Q: 3 clusters Score -1463732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1463747.125000 Penalty: 4707.572266
	Iteration 130Q: 3 clusters Score -1463747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1463760.125000 Penalty: 4707.572266
	Iteration 131Q: 3 clusters Score -1463760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1463767.750000 Penalty: 4707.572266
	Iteration 132Q: 3 clusters Score -1463768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1463781.500000 Penalty: 4707.572266
	Iteration 133Q: 3 clusters Score -1463782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1463796.250000 Penalty: 4707.572266
	Iteration 134Q: 3 clusters Score -1463796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1463803.375000 Penalty: 4707.572266
	Iteration 135Q: 3 clusters Score -1463803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1463812.625000 Penalty: 4707.572266
	Iteration 136Q: 3 clusters Score -1463813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1463829.625000 Penalty: 4707.572266
	Iteration 137Q: 3 clusters Score -1463830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1463837.750000 Penalty: 4707.572266
	Iteration 138Q: 3 clusters Score -1463838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1463845.875000 Penalty: 4707.572266
	Iteration 139Q: 3 clusters Score -1463846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1463848.625000 Penalty: 4707.572266
	Iteration 140F: 3 clusters Score -1463849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1463855.625000 Penalty: 4707.572266
	Iteration 141Q: 3 clusters Score -1463856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1463861.375000 Penalty: 4707.572266
	Iteration 142Q: 3 clusters Score -1463861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1463868.250000 Penalty: 4707.572266
	Iteration 143Q: 3 clusters Score -1463868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1463876.000000 Penalty: 4707.572266
	Iteration 144Q: 3 clusters Score -1463876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1463876.000000 Penalty: 4707.572266
	Iteration 145Q: 3 clusters Score -1463876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1463884.250000 Penalty: 4707.572266
	Iteration 146Q: 3 clusters Score -1463884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1463894.625000 Penalty: 4707.572266
	Iteration 147Q: 3 clusters Score -1463895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1463899.500000 Penalty: 4707.572266
	Iteration 148Q: 3 clusters Score -1463900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1463905.875000 Penalty: 4707.572266
	Iteration 149Q: 3 clusters Score -1463906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1463907.250000 Penalty: 4707.572266
	Iteration 150Q: 3 clusters Score -1463907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1463907.625000 Penalty: 4707.572266
	Iteration 151Q: 3 clusters Score -1463908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1463911.000000 Penalty: 4707.572266
	Iteration 152Q: 3 clusters Score -1463911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1463915.125000 Penalty: 4707.572266
	Iteration 153Q: 3 clusters Score -1463915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1463916.375000 Penalty: 4707.572266
	Iteration 154Q: 3 clusters Score -1463916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1463920.125000 Penalty: 4707.572266
	Iteration 155Q: 3 clusters Score -1463920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1463918.250000 Penalty: 4707.572266
	Iteration 156Q: 3 clusters Score -1463918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1463920.375000 Penalty: 4707.572266
	Iteration 157Q: 3 clusters Score -1463920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1463920.625000 Penalty: 4707.572266
	Iteration 158Q: 3 clusters Score -1463921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1463920.625000 Penalty: 4707.572266
	Iteration 159F: 3 clusters Score -1463921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Entering Unmasked Estep 
Score: -2120811.250000 Penalty: 2422.438477
	Iteration 0F: 2 clusters Score -2120811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2108410.250000 Penalty: 4844.876953
	Iteration 0F: 3 clusters Score -2108410 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2112441.250000 Penalty: 4844.876953
	Iteration 1F: 3 clusters Score -2112441 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2112929.000000 Penalty: 4844.876953
	Iteration 2F: 3 clusters Score -2112929 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2113436.750000 Penalty: 4844.876953
	Iteration 3F: 3 clusters Score -2113437 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2114016.000000 Penalty: 4844.876953
	Iteration 4F: 3 clusters Score -2114016 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2114660.750000 Penalty: 4844.876953
	Iteration 5F: 3 clusters Score -2114661 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2115346.250000 Penalty: 4844.876953
	Iteration 6F: 3 clusters Score -2115346 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2115962.000000 Penalty: 4844.876953
	Iteration 7F: 3 clusters Score -2115962 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2116465.750000 Penalty: 4844.876953
	Iteration 8F: 3 clusters Score -2116466 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2116845.500000 Penalty: 4844.876953
	Iteration 9Q: 3 clusters Score -2116846 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2117109.000000 Penalty: 4844.876953
	Iteration 10Q: 3 clusters Score -2117109 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2117365.750000 Penalty: 4844.876953
	Iteration 11Q: 3 clusters Score -2117366 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2117617.500000 Penalty: 4844.876953
	Iteration 12Q: 3 clusters Score -2117618 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2117845.250000 Penalty: 4844.876953
	Iteration 13Q: 3 clusters Score -2117845 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2118087.000000 Penalty: 4844.876953
	Iteration 14Q: 3 clusters Score -2118087 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2118355.500000 Penalty: 4844.876953
	Iteration 15Q: 3 clusters Score -2118356 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2118632.750000 Penalty: 4844.876953
	Iteration 16Q: 3 clusters Score -2118633 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2118839.750000 Penalty: 4844.876953
	Iteration 17Q: 3 clusters Score -2118840 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2119021.000000 Penalty: 4844.876953
	Iteration 18Q: 3 clusters Score -2119021 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2119144.500000 Penalty: 4844.876953
	Iteration 19Q: 3 clusters Score -2119144 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2119224.750000 Penalty: 4844.876953
	Iteration 20F: 3 clusters Score -2119225 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -2119313.250000 Penalty: 4844.876953
	Iteration 21Q: 3 clusters Score -2119313 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2119364.000000 Penalty: 4844.876953
	Iteration 22Q: 3 clusters Score -2119364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2119397.750000 Penalty: 4844.876953
	Iteration 23Q: 3 clusters Score -2119398 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2119444.750000 Penalty: 4844.876953
	Iteration 24Q: 3 clusters Score -2119445 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2119470.250000 Penalty: 4844.876953
	Iteration 25Q: 3 clusters Score -2119470 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2119509.250000 Penalty: 4844.876953
	Iteration 26Q: 3 clusters Score -2119509 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2119544.750000 Penalty: 4844.876953
	Iteration 27Q: 3 clusters Score -2119545 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2119581.750000 Penalty: 4844.876953
	Iteration 28Q: 3 clusters Score -2119582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2119610.250000 Penalty: 4844.876953
	Iteration 29Q: 3 clusters Score -2119610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2119628.750000 Penalty: 4844.876953
	Iteration 30Q: 3 clusters Score -2119629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2119631.500000 Penalty: 4844.876953
	Iteration 31Q: 3 clusters Score -2119632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2119648.500000 Penalty: 4844.876953
	Iteration 32Q: 3 clusters Score -2119648 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2119661.750000 Penalty: 4844.876953
	Iteration 33Q: 3 clusters Score -2119662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2119679.500000 Penalty: 4844.876953
	Iteration 34Q: 3 clusters Score -2119680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2119678.750000 Penalty: 4844.876953
	Iteration 35Q: 3 clusters Score -2119679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2119683.000000 Penalty: 4844.876953
	Iteration 36Q: 3 clusters Score -2119683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2119686.750000 Penalty: 4844.876953
	Iteration 37Q: 3 clusters Score -2119687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2119692.250000 Penalty: 4844.876953
	Iteration 38Q: 3 clusters Score -2119692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2119692.000000 Penalty: 4844.876953
	Iteration 39Q: 3 clusters Score -2119692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2119697.500000 Penalty: 4844.876953
	Iteration 40F: 3 clusters Score -2119698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2119695.000000 Penalty: 4844.876953
	Iteration 41Q: 3 clusters Score -2119695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2119697.750000 Penalty: 4844.876953
	Iteration 42Q: 3 clusters Score -2119698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2119695.000000 Penalty: 4844.876953
	Iteration 43Q: 3 clusters Score -2119695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2119695.500000 Penalty: 4844.876953
	Iteration 44Q: 3 clusters Score -2119696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2119700.750000 Penalty: 4844.876953
	Iteration 45Q: 3 clusters Score -2119701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2119701.000000 Penalty: 4844.876953
	Iteration 46Q: 3 clusters Score -2119701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2119701.250000 Penalty: 4844.876953
	Iteration 47Q: 3 clusters Score -2119701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2119705.750000 Penalty: 4844.876953
	Iteration 48Q: 3 clusters Score -2119706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2119705.250000 Penalty: 4844.876953
	Iteration 49Q: 3 clusters Score -2119705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2119707.000000 Penalty: 4844.876953
	Iteration 50Q: 3 clusters Score -2119707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2119710.000000 Penalty: 4844.876953
	Iteration 51Q: 3 clusters Score -2119710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2119714.250000 Penalty: 4844.876953
	Iteration 52Q: 3 clusters Score -2119714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2119713.250000 Penalty: 4844.876953
	Iteration 53Q: 3 clusters Score -2119713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2119715.750000 Penalty: 4844.876953
	Iteration 54Q: 3 clusters Score -2119716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2119718.250000 Penalty: 4844.876953
	Iteration 55Q: 3 clusters Score -2119718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2119716.500000 Penalty: 4844.876953
	Iteration 56Q: 3 clusters Score -2119716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2119720.250000 Penalty: 4844.876953
	Iteration 57Q: 3 clusters Score -2119720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2119721.000000 Penalty: 4844.876953
	Iteration 58Q: 3 clusters Score -2119721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2119721.000000 Penalty: 4844.876953
	Iteration 59Q: 3 clusters Score -2119721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2119723.000000 Penalty: 4844.876953
	Iteration 60F: 3 clusters Score -2119723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2119722.500000 Penalty: 4844.876953
	Iteration 61Q: 3 clusters Score -2119722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2119721.500000 Penalty: 4844.876953
	Iteration 62Q: 3 clusters Score -2119722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2119723.500000 Penalty: 4844.876953
	Iteration 63Q: 3 clusters Score -2119724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2119724.500000 Penalty: 4844.876953
	Iteration 64Q: 3 clusters Score -2119724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2119727.000000 Penalty: 4844.876953
	Iteration 65Q: 3 clusters Score -2119727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2119727.000000 Penalty: 4844.876953
	Iteration 66Q: 3 clusters Score -2119727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2119726.250000 Penalty: 4844.876953
	Iteration 67Q: 3 clusters Score -2119726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2119724.000000 Penalty: 4844.876953
	Iteration 68Q: 3 clusters Score -2119724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2119723.250000 Penalty: 4844.876953
	Iteration 69Q: 3 clusters Score -2119723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2119723.250000 Penalty: 4844.876953
	Iteration 70F: 3 clusters Score -2119723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Entering Unmasked Estep 
Score: -1622365.500000 Penalty: 2358.461670
	Iteration 0F: 2 clusters Score -1622366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1612513.000000 Penalty: 4716.923340
	Iteration 0F: 3 clusters Score -1612513 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1615627.875000 Penalty: 4716.923340
	Iteration 1F: 3 clusters Score -1615628 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1616077.000000 Penalty: 4716.923340
	Iteration 2F: 3 clusters Score -1616077 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1616443.000000 Penalty: 4716.923340
	Iteration 3F: 3 clusters Score -1616443 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1616790.500000 Penalty: 4716.923340
	Iteration 4F: 3 clusters Score -1616790 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1617120.000000 Penalty: 4716.923340
	Iteration 5Q: 3 clusters Score -1617120 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1617452.125000 Penalty: 4716.923340
	Iteration 6Q: 3 clusters Score -1617452 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1617769.250000 Penalty: 4716.923340
	Iteration 7Q: 3 clusters Score -1617769 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1618120.625000 Penalty: 4716.923340
	Iteration 8Q: 3 clusters Score -1618121 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1618490.250000 Penalty: 4716.923340
	Iteration 9Q: 3 clusters Score -1618490 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1618826.500000 Penalty: 4716.923340
	Iteration 10Q: 3 clusters Score -1618826 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1619099.750000 Penalty: 4716.923340
	Iteration 11Q: 3 clusters Score -1619100 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1619364.875000 Penalty: 4716.923340
	Iteration 12Q: 3 clusters Score -1619365 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1619604.125000 Penalty: 4716.923340
	Iteration 13Q: 3 clusters Score -1619604 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1619787.875000 Penalty: 4716.923340
	Iteration 14Q: 3 clusters Score -1619788 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1619937.625000 Penalty: 4716.923340
	Iteration 15Q: 3 clusters Score -1619938 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1620054.000000 Penalty: 4716.923340
	Iteration 16Q: 3 clusters Score -1620054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1620130.000000 Penalty: 4716.923340
	Iteration 17Q: 3 clusters Score -1620130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1620190.125000 Penalty: 4716.923340
	Iteration 18Q: 3 clusters Score -1620190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1620231.000000 Penalty: 4716.923340
	Iteration 19Q: 3 clusters Score -1620231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1620258.625000 Penalty: 4716.923340
	Iteration 20F: 3 clusters Score -1620259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1620280.875000 Penalty: 4716.923340
	Iteration 21Q: 3 clusters Score -1620281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1620307.875000 Penalty: 4716.923340
	Iteration 22Q: 3 clusters Score -1620308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1620336.000000 Penalty: 4716.923340
	Iteration 23Q: 3 clusters Score -1620336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1620350.875000 Penalty: 4716.923340
	Iteration 24Q: 3 clusters Score -1620351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1620361.125000 Penalty: 4716.923340
	Iteration 25Q: 3 clusters Score -1620361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1620367.500000 Penalty: 4716.923340
	Iteration 26Q: 3 clusters Score -1620368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1620372.000000 Penalty: 4716.923340
	Iteration 27Q: 3 clusters Score -1620372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1620377.875000 Penalty: 4716.923340
	Iteration 28Q: 3 clusters Score -1620378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1620382.500000 Penalty: 4716.923340
	Iteration 29Q: 3 clusters Score -1620382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1620385.625000 Penalty: 4716.923340
	Iteration 30Q: 3 clusters Score -1620386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1620387.000000 Penalty: 4716.923340
	Iteration 31Q: 3 clusters Score -1620387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1620384.625000 Penalty: 4716.923340
	Iteration 32Q: 3 clusters Score -1620385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1620384.625000 Penalty: 4716.923340
	Iteration 33F: 3 clusters Score -1620385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -668690.562500 Penalty: 2137.294678
	Iteration 0F: 2 clusters Score -668690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -663826.687500 Penalty: 4274.589355
	Iteration 0F: 3 clusters Score -663826.7 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -665139.937500 Penalty: 4274.589355
	Iteration 1F: 3 clusters Score -665139.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -665394.187500 Penalty: 4274.589355
	Iteration 2F: 3 clusters Score -665394.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -665601.062500 Penalty: 4274.589355
	Iteration 3F: 3 clusters Score -665601.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -665809.312500 Penalty: 4274.589355
	Iteration 4Q: 3 clusters Score -665809.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -666032.187500 Penalty: 4274.589355
	Iteration 5Q: 3 clusters Score -666032.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -666252.000000 Penalty: 4274.589355
	Iteration 6Q: 3 clusters Score -666252 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -666413.187500 Penalty: 4274.589355
	Iteration 7Q: 3 clusters Score -666413.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -666550.375000 Penalty: 4274.589355
	Iteration 8Q: 3 clusters Score -666550.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -666661.187500 Penalty: 4274.589355
	Iteration 9Q: 3 clusters Score -666661.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -666769.750000 Penalty: 4274.589355
	Iteration 10Q: 3 clusters Score -666769.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -666858.062500 Penalty: 4274.589355
	Iteration 11Q: 3 clusters Score -666858.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -666915.562500 Penalty: 4274.589355
	Iteration 12Q: 3 clusters Score -666915.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -666954.187500 Penalty: 4274.589355
	Iteration 13Q: 3 clusters Score -666954.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -666980.812500 Penalty: 4274.589355
	Iteration 14Q: 3 clusters Score -666980.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -667002.062500 Penalty: 4274.589355
	Iteration 15Q: 3 clusters Score -667002.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -667022.062500 Penalty: 4274.589355
	Iteration 16Q: 3 clusters Score -667022.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -667041.375000 Penalty: 4274.589355
	Iteration 17Q: 3 clusters Score -667041.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -667054.750000 Penalty: 4274.589355
	Iteration 18Q: 3 clusters Score -667054.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -667067.062500 Penalty: 4274.589355
	Iteration 19Q: 3 clusters Score -667067.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -667082.812500 Penalty: 4274.589355
	Iteration 20F: 3 clusters Score -667082.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -667092.375000 Penalty: 4274.589355
	Iteration 21Q: 3 clusters Score -667092.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -667101.937500 Penalty: 4274.589355
	Iteration 22Q: 3 clusters Score -667101.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -667106.875000 Penalty: 4274.589355
	Iteration 23Q: 3 clusters Score -667106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -667111.937500 Penalty: 4274.589355
	Iteration 24Q: 3 clusters Score -667111.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -667114.875000 Penalty: 4274.589355
	Iteration 25Q: 3 clusters Score -667114.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -667118.375000 Penalty: 4274.589355
	Iteration 26Q: 3 clusters Score -667118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -667123.937500 Penalty: 4274.589355
	Iteration 27Q: 3 clusters Score -667123.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -667126.875000 Penalty: 4274.589355
	Iteration 28Q: 3 clusters Score -667126.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -667132.187500 Penalty: 4274.589355
	Iteration 29Q: 3 clusters Score -667132.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -667141.000000 Penalty: 4274.589355
	Iteration 30Q: 3 clusters Score -667141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -667152.687500 Penalty: 4274.589355
	Iteration 31Q: 3 clusters Score -667152.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -667161.937500 Penalty: 4274.589355
	Iteration 32Q: 3 clusters Score -667161.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -667170.250000 Penalty: 4274.589355
	Iteration 33Q: 3 clusters Score -667170.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -667178.000000 Penalty: 4274.589355
	Iteration 34Q: 3 clusters Score -667178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -667186.750000 Penalty: 4274.589355
	Iteration 35Q: 3 clusters Score -667186.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -667194.937500 Penalty: 4274.589355
	Iteration 36Q: 3 clusters Score -667194.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -667213.062500 Penalty: 4274.589355
	Iteration 37Q: 3 clusters Score -667213.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -667232.937500 Penalty: 4274.589355
	Iteration 38Q: 3 clusters Score -667232.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -667250.437500 Penalty: 4274.589355
	Iteration 39Q: 3 clusters Score -667250.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -667265.875000 Penalty: 4274.589355
	Iteration 40F: 3 clusters Score -667265.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -667280.875000 Penalty: 4274.589355
	Iteration 41Q: 3 clusters Score -667280.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -667291.375000 Penalty: 4274.589355
	Iteration 42Q: 3 clusters Score -667291.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -667300.500000 Penalty: 4274.589355
	Iteration 43Q: 3 clusters Score -667300.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -667306.187500 Penalty: 4274.589355
	Iteration 44Q: 3 clusters Score -667306.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -667312.250000 Penalty: 4274.589355
	Iteration 45Q: 3 clusters Score -667312.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -667316.437500 Penalty: 4274.589355
	Iteration 46Q: 3 clusters Score -667316.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -667318.062500 Penalty: 4274.589355
	Iteration 47Q: 3 clusters Score -667318.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -667320.812500 Penalty: 4274.589355
	Iteration 48Q: 3 clusters Score -667320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -667319.500000 Penalty: 4274.589355
	Iteration 49Q: 3 clusters Score -667319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -667321.062500 Penalty: 4274.589355
	Iteration 50Q: 3 clusters Score -667321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -667320.437500 Penalty: 4274.589355
	Iteration 51Q: 3 clusters Score -667320.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -667320.437500 Penalty: 4274.589355
	Iteration 52F: 3 clusters Score -667320.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Entering Unmasked Estep 
Score: -2965134.750000 Penalty: 2507.475098
	Iteration 0F: 2 clusters Score -2965135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2948054.250000 Penalty: 5014.950195
	Iteration 0F: 3 clusters Score -2948054 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2953996.250000 Penalty: 5014.950195
	Iteration 1F: 3 clusters Score -2953996 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2954542.500000 Penalty: 5014.950195
	Iteration 2F: 3 clusters Score -2954542 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2955106.750000 Penalty: 5014.950195
	Iteration 3F: 3 clusters Score -2955107 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2955781.500000 Penalty: 5014.950195
	Iteration 4F: 3 clusters Score -2955782 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2956628.000000 Penalty: 5014.950195
	Iteration 5F: 3 clusters Score -2956628 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2957591.500000 Penalty: 5014.950195
	Iteration 6F: 3 clusters Score -2957592 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -2958500.500000 Penalty: 5014.950195
	Iteration 7F: 3 clusters Score -2958500 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2959317.500000 Penalty: 5014.950195
	Iteration 8F: 3 clusters Score -2959318 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2960084.500000 Penalty: 5014.950195
	Iteration 9Q: 3 clusters Score -2960084 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2960721.500000 Penalty: 5014.950195
	Iteration 10Q: 3 clusters Score -2960722 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2961361.500000 Penalty: 5014.950195
	Iteration 11Q: 3 clusters Score -2961362 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2961859.250000 Penalty: 5014.950195
	Iteration 12Q: 3 clusters Score -2961859 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2962210.750000 Penalty: 5014.950195
	Iteration 13Q: 3 clusters Score -2962211 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2962444.750000 Penalty: 5014.950195
	Iteration 14Q: 3 clusters Score -2962445 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2962564.500000 Penalty: 5014.950195
	Iteration 15Q: 3 clusters Score -2962564 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2962673.000000 Penalty: 5014.950195
	Iteration 16Q: 3 clusters Score -2962673 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2962755.250000 Penalty: 5014.950195
	Iteration 17Q: 3 clusters Score -2962755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2962806.250000 Penalty: 5014.950195
	Iteration 18Q: 3 clusters Score -2962806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2962853.750000 Penalty: 5014.950195
	Iteration 19Q: 3 clusters Score -2962854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2962887.750000 Penalty: 5014.950195
	Iteration 20F: 3 clusters Score -2962888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2962906.250000 Penalty: 5014.950195
	Iteration 21Q: 3 clusters Score -2962906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2962935.000000 Penalty: 5014.950195
	Iteration 22Q: 3 clusters Score -2962935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2962943.500000 Penalty: 5014.950195
	Iteration 23Q: 3 clusters Score -2962944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2962954.000000 Penalty: 5014.950195
	Iteration 24Q: 3 clusters Score -2962954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2962954.750000 Penalty: 5014.950195
	Iteration 25Q: 3 clusters Score -2962955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2962959.750000 Penalty: 5014.950195
	Iteration 26Q: 3 clusters Score -2962960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2962961.250000 Penalty: 5014.950195
	Iteration 27Q: 3 clusters Score -2962961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2962963.500000 Penalty: 5014.950195
	Iteration 28Q: 3 clusters Score -2962964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2962970.250000 Penalty: 5014.950195
	Iteration 29Q: 3 clusters Score -2962970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2962966.250000 Penalty: 5014.950195
	Iteration 30Q: 3 clusters Score -2962966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2962966.250000 Penalty: 5014.950195
	Iteration 31F: 3 clusters Score -2962966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -666769.437500 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -666769.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -661887.937500 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -661887.9 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -663093.000000 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -663093 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -663371.562500 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -663371.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -663627.500000 Penalty: 4285.147949
	Iteration 3F: 3 clusters Score -663627.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -663832.937500 Penalty: 4285.147949
	Iteration 4F: 3 clusters Score -663832.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -663978.000000 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -663978 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -664096.437500 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -664096.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -664177.500000 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -664177.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -664261.937500 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -664261.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -664335.625000 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -664335.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -664403.312500 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -664403.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -664474.437500 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -664474.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -664536.875000 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -664536.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -664594.062500 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -664594.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -664651.875000 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -664651.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -664692.125000 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -664692.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -664741.375000 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -664741.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -664794.375000 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -664794.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -664839.937500 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -664839.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -664889.125000 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -664889.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -664926.500000 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -664926.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -664947.000000 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -664947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -664968.562500 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -664968.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -664990.625000 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -664990.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -665008.562500 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -665008.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -665020.125000 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -665020.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -665034.562500 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -665034.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -665053.875000 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -665053.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -665093.687500 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -665093.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -665139.187500 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -665139.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -665187.125000 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -665187.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -665237.312500 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -665237.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -665286.750000 Penalty: 4285.147949
	Iteration 32Q: 3 clusters Score -665286.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -665328.625000 Penalty: 4285.147949
	Iteration 33Q: 3 clusters Score -665328.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -665354.125000 Penalty: 4285.147949
	Iteration 34Q: 3 clusters Score -665354.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -665386.062500 Penalty: 4285.147949
	Iteration 35Q: 3 clusters Score -665386.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -665410.500000 Penalty: 4285.147949
	Iteration 36Q: 3 clusters Score -665410.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -665434.250000 Penalty: 4285.147949
	Iteration 37Q: 3 clusters Score -665434.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -665456.125000 Penalty: 4285.147949
	Iteration 38Q: 3 clusters Score -665456.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -665474.750000 Penalty: 4285.147949
	Iteration 39Q: 3 clusters Score -665474.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -665491.812500 Penalty: 4285.147949
	Iteration 40F: 3 clusters Score -665491.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -665505.875000 Penalty: 4285.147949
	Iteration 41Q: 3 clusters Score -665505.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -665520.000000 Penalty: 4285.147949
	Iteration 42Q: 3 clusters Score -665520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -665528.250000 Penalty: 4285.147949
	Iteration 43Q: 3 clusters Score -665528.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -665532.375000 Penalty: 4285.147949
	Iteration 44Q: 3 clusters Score -665532.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -665536.812500 Penalty: 4285.147949
	Iteration 45Q: 3 clusters Score -665536.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -665539.125000 Penalty: 4285.147949
	Iteration 46Q: 3 clusters Score -665539.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -665546.562500 Penalty: 4285.147949
	Iteration 47Q: 3 clusters Score -665546.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -665552.375000 Penalty: 4285.147949
	Iteration 48Q: 3 clusters Score -665552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -665555.062500 Penalty: 4285.147949
	Iteration 49Q: 3 clusters Score -665555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -665554.312500 Penalty: 4285.147949
	Iteration 50Q: 3 clusters Score -665554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -665556.500000 Penalty: 4285.147949
	Iteration 51Q: 3 clusters Score -665556.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -665555.687500 Penalty: 4285.147949
	Iteration 52Q: 3 clusters Score -665555.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -665555.687500 Penalty: 4285.147949
	Iteration 53F: 3 clusters Score -665555.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Entering Unmasked Estep 
Score: -663335.875000 Penalty: 2137.966553
	Iteration 0F: 2 clusters Score -663335.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -658438.812500 Penalty: 4275.933105
	Iteration 0F: 3 clusters Score -658438.8 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -659633.000000 Penalty: 4275.933105
	Iteration 1F: 3 clusters Score -659633 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -659885.812500 Penalty: 4275.933105
	Iteration 2F: 3 clusters Score -659885.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -660081.000000 Penalty: 4275.933105
	Iteration 3F: 3 clusters Score -660081 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -660236.250000 Penalty: 4275.933105
	Iteration 4Q: 3 clusters Score -660236.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -660360.187500 Penalty: 4275.933105
	Iteration 5Q: 3 clusters Score -660360.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -660476.750000 Penalty: 4275.933105
	Iteration 6Q: 3 clusters Score -660476.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -660587.562500 Penalty: 4275.933105
	Iteration 7Q: 3 clusters Score -660587.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -660679.812500 Penalty: 4275.933105
	Iteration 8Q: 3 clusters Score -660679.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -660770.812500 Penalty: 4275.933105
	Iteration 9Q: 3 clusters Score -660770.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -660846.500000 Penalty: 4275.933105
	Iteration 10Q: 3 clusters Score -660846.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -660905.750000 Penalty: 4275.933105
	Iteration 11Q: 3 clusters Score -660905.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -660956.312500 Penalty: 4275.933105
	Iteration 12Q: 3 clusters Score -660956.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -661004.500000 Penalty: 4275.933105
	Iteration 13Q: 3 clusters Score -661004.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -661048.625000 Penalty: 4275.933105
	Iteration 14Q: 3 clusters Score -661048.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -661083.375000 Penalty: 4275.933105
	Iteration 15Q: 3 clusters Score -661083.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -661114.187500 Penalty: 4275.933105
	Iteration 16Q: 3 clusters Score -661114.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -661148.750000 Penalty: 4275.933105
	Iteration 17Q: 3 clusters Score -661148.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -661181.875000 Penalty: 4275.933105
	Iteration 18Q: 3 clusters Score -661181.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -661215.750000 Penalty: 4275.933105
	Iteration 19Q: 3 clusters Score -661215.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -661246.750000 Penalty: 4275.933105
	Iteration 20F: 3 clusters Score -661246.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -661276.875000 Penalty: 4275.933105
	Iteration 21Q: 3 clusters Score -661276.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -661309.687500 Penalty: 4275.933105
	Iteration 22Q: 3 clusters Score -661309.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -661335.875000 Penalty: 4275.933105
	Iteration 23Q: 3 clusters Score -661335.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -661359.562500 Penalty: 4275.933105
	Iteration 24Q: 3 clusters Score -661359.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -661379.375000 Penalty: 4275.933105
	Iteration 25Q: 3 clusters Score -661379.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -661392.500000 Penalty: 4275.933105
	Iteration 26Q: 3 clusters Score -661392.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -661405.437500 Penalty: 4275.933105
	Iteration 27Q: 3 clusters Score -661405.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -661412.250000 Penalty: 4275.933105
	Iteration 28Q: 3 clusters Score -661412.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -661420.250000 Penalty: 4275.933105
	Iteration 29Q: 3 clusters Score -661420.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -661431.375000 Penalty: 4275.933105
	Iteration 30Q: 3 clusters Score -661431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -661443.000000 Penalty: 4275.933105
	Iteration 31Q: 3 clusters Score -661443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -661449.500000 Penalty: 4275.933105
	Iteration 32Q: 3 clusters Score -661449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -661450.500000 Penalty: 4275.933105
	Iteration 33Q: 3 clusters Score -661450.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -661459.312500 Penalty: 4275.933105
	Iteration 34Q: 3 clusters Score -661459.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -661462.750000 Penalty: 4275.933105
	Iteration 35Q: 3 clusters Score -661462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -661466.500000 Penalty: 4275.933105
	Iteration 36Q: 3 clusters Score -661466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -661466.625000 Penalty: 4275.933105
	Iteration 37Q: 3 clusters Score -661466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -661467.375000 Penalty: 4275.933105
	Iteration 38Q: 3 clusters Score -661467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -661470.062500 Penalty: 4275.933105
	Iteration 39Q: 3 clusters Score -661470.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -661472.750000 Penalty: 4275.933105
	Iteration 40F: 3 clusters Score -661472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -661473.250000 Penalty: 4275.933105
	Iteration 41Q: 3 clusters Score -661473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -661473.250000 Penalty: 4275.933105
	Iteration 42F: 3 clusters Score -661473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Entering Unmasked Estep 
Score: -732728.500000 Penalty: 2165.411377
	Iteration 0F: 2 clusters Score -732728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -727402.625000 Penalty: 4330.822754
	Iteration 0F: 3 clusters Score -727402.6 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -728820.250000 Penalty: 4330.822754
	Iteration 1F: 3 clusters Score -728820.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -729140.562500 Penalty: 4330.822754
	Iteration 2F: 3 clusters Score -729140.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -729423.750000 Penalty: 4330.822754
	Iteration 3F: 3 clusters Score -729423.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -729669.187500 Penalty: 4330.822754
	Iteration 4F: 3 clusters Score -729669.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -729886.000000 Penalty: 4330.822754
	Iteration 5Q: 3 clusters Score -729886 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -730081.312500 Penalty: 4330.822754
	Iteration 6Q: 3 clusters Score -730081.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -730243.562500 Penalty: 4330.822754
	Iteration 7Q: 3 clusters Score -730243.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -730345.687500 Penalty: 4330.822754
	Iteration 8Q: 3 clusters Score -730345.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -730417.812500 Penalty: 4330.822754
	Iteration 9Q: 3 clusters Score -730417.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -730477.062500 Penalty: 4330.822754
	Iteration 10Q: 3 clusters Score -730477.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -730526.562500 Penalty: 4330.822754
	Iteration 11Q: 3 clusters Score -730526.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -730579.125000 Penalty: 4330.822754
	Iteration 12Q: 3 clusters Score -730579.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -730626.812500 Penalty: 4330.822754
	Iteration 13Q: 3 clusters Score -730626.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -730667.812500 Penalty: 4330.822754
	Iteration 14Q: 3 clusters Score -730667.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -730701.875000 Penalty: 4330.822754
	Iteration 15Q: 3 clusters Score -730701.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -730728.562500 Penalty: 4330.822754
	Iteration 16Q: 3 clusters Score -730728.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -730750.750000 Penalty: 4330.822754
	Iteration 17Q: 3 clusters Score -730750.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -730769.687500 Penalty: 4330.822754
	Iteration 18Q: 3 clusters Score -730769.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -730788.312500 Penalty: 4330.822754
	Iteration 19Q: 3 clusters Score -730788.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -730803.937500 Penalty: 4330.822754
	Iteration 20F: 3 clusters Score -730803.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -730826.250000 Penalty: 4330.822754
	Iteration 21Q: 3 clusters Score -730826.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -730854.062500 Penalty: 4330.822754
	Iteration 22Q: 3 clusters Score -730854.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -730880.750000 Penalty: 4330.822754
	Iteration 23Q: 3 clusters Score -730880.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -730915.125000 Penalty: 4330.822754
	Iteration 24Q: 3 clusters Score -730915.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -730962.875000 Penalty: 4330.822754
	Iteration 25Q: 3 clusters Score -730962.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -731019.875000 Penalty: 4330.822754
	Iteration 26Q: 3 clusters Score -731019.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -731083.875000 Penalty: 4330.822754
	Iteration 27Q: 3 clusters Score -731083.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -731138.312500 Penalty: 4330.822754
	Iteration 28Q: 3 clusters Score -731138.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -731202.875000 Penalty: 4330.822754
	Iteration 29Q: 3 clusters Score -731202.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -731271.187500 Penalty: 4330.822754
	Iteration 30Q: 3 clusters Score -731271.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -731319.687500 Penalty: 4330.822754
	Iteration 31Q: 3 clusters Score -731319.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -731353.437500 Penalty: 4330.822754
	Iteration 32Q: 3 clusters Score -731353.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -731385.312500 Penalty: 4330.822754
	Iteration 33Q: 3 clusters Score -731385.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -731411.937500 Penalty: 4330.822754
	Iteration 34Q: 3 clusters Score -731411.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -731431.437500 Penalty: 4330.822754
	Iteration 35Q: 3 clusters Score -731431.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -731448.187500 Penalty: 4330.822754
	Iteration 36Q: 3 clusters Score -731448.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -731455.875000 Penalty: 4330.822754
	Iteration 37Q: 3 clusters Score -731455.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -731461.437500 Penalty: 4330.822754
	Iteration 38Q: 3 clusters Score -731461.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -731465.000000 Penalty: 4330.822754
	Iteration 39Q: 3 clusters Score -731465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -731468.750000 Penalty: 4330.822754
	Iteration 40F: 3 clusters Score -731468.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -731471.812500 Penalty: 4330.822754
	Iteration 41Q: 3 clusters Score -731471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -731474.187500 Penalty: 4330.822754
	Iteration 42Q: 3 clusters Score -731474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -731476.937500 Penalty: 4330.822754
	Iteration 43Q: 3 clusters Score -731476.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -731480.125000 Penalty: 4330.822754
	Iteration 44Q: 3 clusters Score -731480.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -731482.937500 Penalty: 4330.822754
	Iteration 45Q: 3 clusters Score -731482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -731485.250000 Penalty: 4330.822754
	Iteration 46Q: 3 clusters Score -731485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -731488.500000 Penalty: 4330.822754
	Iteration 47Q: 3 clusters Score -731488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -731488.812500 Penalty: 4330.822754
	Iteration 48Q: 3 clusters Score -731488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -731488.625000 Penalty: 4330.822754
	Iteration 49Q: 3 clusters Score -731488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -731489.125000 Penalty: 4330.822754
	Iteration 50Q: 3 clusters Score -731489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -731490.250000 Penalty: 4330.822754
	Iteration 51Q: 3 clusters Score -731490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -731490.000000 Penalty: 4330.822754
	Iteration 52Q: 3 clusters Score -731490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -731489.250000 Penalty: 4330.822754
	Iteration 53Q: 3 clusters Score -731489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -731489.250000 Penalty: 4330.822754
	Iteration 54F: 3 clusters Score -731489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -315103.218750 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -315103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -311366.875000 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -311366.9 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -312318.656250 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -312318.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -312580.000000 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -312580 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -312785.125000 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -312785.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -312965.781250 Penalty: 4089.189697
	Iteration 4F: 3 clusters Score -312965.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -313124.531250 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -313124.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -313253.343750 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -313253.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -313348.562500 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -313348.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -313406.375000 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -313406.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -313439.062500 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -313439.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -313463.781250 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -313463.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -313482.343750 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -313482.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -313502.718750 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -313502.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -313517.000000 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -313517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -313525.531250 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -313525.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -313535.250000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -313535.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -313543.875000 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -313543.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -313552.250000 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -313552.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -313560.906250 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -313560.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -313570.406250 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -313570.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -313574.562500 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -313574.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -313580.687500 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -313580.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -313583.625000 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -313583.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -313587.750000 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -313587.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -313591.687500 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -313591.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -313596.218750 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -313596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -313600.937500 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -313600.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -313603.968750 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -313604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -313605.906250 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -313605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -313607.468750 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -313607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -313609.531250 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -313609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -313611.406250 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -313611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -313612.000000 Penalty: 4089.189697
	Iteration 32Q: 3 clusters Score -313612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -313614.468750 Penalty: 4089.189697
	Iteration 33Q: 3 clusters Score -313614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -313615.187500 Penalty: 4089.189697
	Iteration 34Q: 3 clusters Score -313615.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -313616.312500 Penalty: 4089.189697
	Iteration 35Q: 3 clusters Score -313616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -313616.593750 Penalty: 4089.189697
	Iteration 36Q: 3 clusters Score -313616.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -313616.906250 Penalty: 4089.189697
	Iteration 37Q: 3 clusters Score -313616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -313616.906250 Penalty: 4089.189697
	Iteration 38F: 3 clusters Score -313616.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Entering Unmasked Estep 
Score: -857638.562500 Penalty: 2200.932617
	Iteration 0F: 2 clusters Score -857638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -851755.687500 Penalty: 4401.865234
	Iteration 0F: 3 clusters Score -851755.7 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -853367.062500 Penalty: 4401.865234
	Iteration 1F: 3 clusters Score -853367.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -853697.000000 Penalty: 4401.865234
	Iteration 2F: 3 clusters Score -853697 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -853953.750000 Penalty: 4401.865234
	Iteration 3F: 3 clusters Score -853953.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -854161.375000 Penalty: 4401.865234
	Iteration 4F: 3 clusters Score -854161.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -854339.437500 Penalty: 4401.865234
	Iteration 5Q: 3 clusters Score -854339.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -854506.062500 Penalty: 4401.865234
	Iteration 6Q: 3 clusters Score -854506.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -854661.000000 Penalty: 4401.865234
	Iteration 7Q: 3 clusters Score -854661 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -854845.750000 Penalty: 4401.865234
	Iteration 8Q: 3 clusters Score -854845.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -855029.187500 Penalty: 4401.865234
	Iteration 9Q: 3 clusters Score -855029.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -855243.937500 Penalty: 4401.865234
	Iteration 10Q: 3 clusters Score -855243.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -855443.812500 Penalty: 4401.865234
	Iteration 11Q: 3 clusters Score -855443.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -855634.625000 Penalty: 4401.865234
	Iteration 12Q: 3 clusters Score -855634.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -855781.750000 Penalty: 4401.865234
	Iteration 13Q: 3 clusters Score -855781.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -855898.062500 Penalty: 4401.865234
	Iteration 14Q: 3 clusters Score -855898.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -855997.437500 Penalty: 4401.865234
	Iteration 15Q: 3 clusters Score -855997.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -856094.750000 Penalty: 4401.865234
	Iteration 16Q: 3 clusters Score -856094.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -856175.312500 Penalty: 4401.865234
	Iteration 17Q: 3 clusters Score -856175.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -856252.187500 Penalty: 4401.865234
	Iteration 18Q: 3 clusters Score -856252.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -856307.437500 Penalty: 4401.865234
	Iteration 19Q: 3 clusters Score -856307.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -856347.937500 Penalty: 4401.865234
	Iteration 20F: 3 clusters Score -856347.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -856379.500000 Penalty: 4401.865234
	Iteration 21Q: 3 clusters Score -856379.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -856395.312500 Penalty: 4401.865234
	Iteration 22Q: 3 clusters Score -856395.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -856403.187500 Penalty: 4401.865234
	Iteration 23Q: 3 clusters Score -856403.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -856405.375000 Penalty: 4401.865234
	Iteration 24Q: 3 clusters Score -856405.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -856418.187500 Penalty: 4401.865234
	Iteration 25Q: 3 clusters Score -856418.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -856429.375000 Penalty: 4401.865234
	Iteration 26Q: 3 clusters Score -856429.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -856433.375000 Penalty: 4401.865234
	Iteration 27Q: 3 clusters Score -856433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -856434.937500 Penalty: 4401.865234
	Iteration 28Q: 3 clusters Score -856434.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -856436.687500 Penalty: 4401.865234
	Iteration 29Q: 3 clusters Score -856436.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -856439.000000 Penalty: 4401.865234
	Iteration 30Q: 3 clusters Score -856439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -856440.437500 Penalty: 4401.865234
	Iteration 31Q: 3 clusters Score -856440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -856441.062500 Penalty: 4401.865234
	Iteration 32Q: 3 clusters Score -856441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -856441.687500 Penalty: 4401.865234
	Iteration 33Q: 3 clusters Score -856441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -856441.562500 Penalty: 4401.865234
	Iteration 34Q: 3 clusters Score -856441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -856441.562500 Penalty: 4401.865234
	Iteration 35F: 3 clusters Score -856441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -460223.281250 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -460223.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -456458.250000 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -456458.2 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -457289.250000 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -457289.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -457468.437500 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -457468.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -457584.125000 Penalty: 4085.920654
	Iteration 3Q: 3 clusters Score -457584.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -457665.687500 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -457665.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -457726.718750 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -457726.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -457767.500000 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -457767.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -457795.468750 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -457795.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -457816.062500 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -457816.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -457831.812500 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -457831.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -457845.906250 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -457845.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -457857.718750 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -457857.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -457864.062500 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -457864.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -457873.812500 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -457873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -457878.406250 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -457878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -457880.000000 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -457880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -457883.375000 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -457883.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -457886.906250 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -457886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -457891.093750 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -457891.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -457896.062500 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -457896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -457898.187500 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -457898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -457901.937500 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -457901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -457904.343750 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -457904.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -457906.875000 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -457906.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -457907.812500 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -457907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -457910.312500 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -457910.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -457910.843750 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -457910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -457911.468750 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -457911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -457911.468750 Penalty: 4085.920654
	Iteration 28F: 3 clusters Score -457911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -183313.156250 Penalty: 1813.678711
	Iteration 0F: 2 clusters Score -183313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180992.859375 Penalty: 3627.357422
	Iteration 0F: 3 clusters Score -180992.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -181354.000000 Penalty: 3627.357422
	Iteration 1F: 3 clusters Score -181354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -181470.703125 Penalty: 3627.357422
	Iteration 2F: 3 clusters Score -181470.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181545.265625 Penalty: 3627.357422
	Iteration 3Q: 3 clusters Score -181545.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -181588.953125 Penalty: 3627.357422
	Iteration 4Q: 3 clusters Score -181589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -181628.906250 Penalty: 3627.357422
	Iteration 5Q: 3 clusters Score -181628.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -181655.171875 Penalty: 3627.357422
	Iteration 6Q: 3 clusters Score -181655.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -181677.703125 Penalty: 3627.357422
	Iteration 7Q: 3 clusters Score -181677.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -181692.703125 Penalty: 3627.357422
	Iteration 8Q: 3 clusters Score -181692.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -181708.875000 Penalty: 3627.357422
	Iteration 9Q: 3 clusters Score -181708.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181719.500000 Penalty: 3627.357422
	Iteration 10Q: 3 clusters Score -181719.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -181726.500000 Penalty: 3627.357422
	Iteration 11Q: 3 clusters Score -181726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -181732.265625 Penalty: 3627.357422
	Iteration 12Q: 3 clusters Score -181732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -181735.937500 Penalty: 3627.357422
	Iteration 13Q: 3 clusters Score -181735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -181735.937500 Penalty: 3627.357422
	Iteration 14F: 3 clusters Score -181735.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40069 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 9537 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 3534 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 26095 members 
Mstep: Class 17 contains 9352 members 
Mstep: Class 18 contains 17076 members 
Mstep: Class 19 contains 11312 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13241 members 
Mstep: Class 24 contains 17464 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24607 members 
Mstep: Class 28 contains 5650 members 
Mstep: Class 29 contains 5546 members 
Mstep: Class 30 contains 6195 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7149 members 
Mstep: Class 33 contains 3781 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712300.000000 Penalty: 106916.710938
Iteration 199Q: 35 clusters Score -3.57123e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40061 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9667 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16375 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 3534 members 
Mstep: Class 15 contains 9418 members 
Mstep: Class 16 contains 26084 members 
Mstep: Class 17 contains 9353 members 
Mstep: Class 18 contains 17082 members 
Mstep: Class 19 contains 11312 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 17463 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24609 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 5546 members 
Mstep: Class 30 contains 6202 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7150 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712268.000000 Penalty: 106916.710938
Iteration 200F: 35 clusters Score -3.571227e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40053 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9668 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16376 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 3533 members 
Mstep: Class 15 contains 9418 members 
Mstep: Class 16 contains 26075 members 
Mstep: Class 17 contains 9354 members 
Mstep: Class 18 contains 17085 members 
Mstep: Class 19 contains 11310 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13246 members 
Mstep: Class 24 contains 17463 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24609 members 
Mstep: Class 28 contains 5651 members 
Mstep: Class 29 contains 5547 members 
Mstep: Class 30 contains 6213 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7150 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712292.000000 Penalty: 106916.710938
Iteration 201Q: 35 clusters Score -3.571229e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40057 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16373 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 3533 members 
Mstep: Class 15 contains 9417 members 
Mstep: Class 16 contains 26066 members 
Mstep: Class 17 contains 9354 members 
Mstep: Class 18 contains 17086 members 
Mstep: Class 19 contains 11303 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13247 members 
Mstep: Class 24 contains 17463 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24614 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 5550 members 
Mstep: Class 30 contains 6216 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7150 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712328.000000 Penalty: 106916.710938
Iteration 202Q: 35 clusters Score -3.571233e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40058 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 4737 members 
Mstep: Class 8 contains 9669 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 3533 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 26057 members 
Mstep: Class 17 contains 9355 members 
Mstep: Class 18 contains 17087 members 
Mstep: Class 19 contains 11299 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13247 members 
Mstep: Class 24 contains 17463 members 
Mstep: Class 25 contains 13494 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24616 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 5549 members 
Mstep: Class 30 contains 6221 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7150 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712264.000000 Penalty: 106916.710938
Iteration 203Q: 35 clusters Score -3.571226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40064 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 26053 members 
Mstep: Class 17 contains 9354 members 
Mstep: Class 18 contains 17087 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13248 members 
Mstep: Class 24 contains 17464 members 
Mstep: Class 25 contains 13493 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24618 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 5550 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7151 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712212.000000 Penalty: 106916.710938
Iteration 204Q: 35 clusters Score -3.571221e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40066 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7783 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 15 contains 9413 members 
Mstep: Class 16 contains 26047 members 
Mstep: Class 17 contains 9354 members 
Mstep: Class 18 contains 17091 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13253 members 
Mstep: Class 24 contains 17464 members 
Mstep: Class 25 contains 13491 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24618 members 
Mstep: Class 28 contains 5652 members 
Mstep: Class 29 contains 5551 members 
Mstep: Class 30 contains 6222 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7152 members 
Mstep: Class 33 contains 3782 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712268.000000 Penalty: 106916.710938
Iteration 205Q: 35 clusters Score -3.571227e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40060 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 15 contains 9412 members 
Mstep: Class 16 contains 26037 members 
Mstep: Class 17 contains 9353 members 
Mstep: Class 18 contains 17089 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13254 members 
Mstep: Class 24 contains 17465 members 
Mstep: Class 25 contains 13489 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24617 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6230 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7152 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712248.000000 Penalty: 106916.710938
Iteration 206Q: 35 clusters Score -3.571225e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40058 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9671 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 3531 members 
Mstep: Class 15 contains 9414 members 
Mstep: Class 16 contains 26024 members 
Mstep: Class 17 contains 9356 members 
Mstep: Class 18 contains 17090 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13256 members 
Mstep: Class 24 contains 17465 members 
Mstep: Class 25 contains 13488 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24618 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 6235 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7152 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712248.000000 Penalty: 106916.710938
Iteration 207Q: 35 clusters Score -3.571225e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40056 members 
Mstep: Class 6 contains 5966 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9671 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16373 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 3531 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 26010 members 
Mstep: Class 17 contains 9359 members 
Mstep: Class 18 contains 17096 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13258 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13487 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24621 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 6234 members 
Mstep: Class 31 contains 3806 members 
Mstep: Class 32 contains 7155 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712276.000000 Penalty: 106916.710938
Iteration 208Q: 35 clusters Score -3.571228e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40055 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16375 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 25989 members 
Mstep: Class 17 contains 9361 members 
Mstep: Class 18 contains 17102 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13259 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24625 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6240 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7159 members 
Mstep: Class 33 contains 3784 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712264.000000 Penalty: 106916.710938
Iteration 209Q: 35 clusters Score -3.571226e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40055 members 
Mstep: Class 6 contains 5968 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16374 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9417 members 
Mstep: Class 16 contains 25968 members 
Mstep: Class 17 contains 9361 members 
Mstep: Class 18 contains 17116 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13257 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24632 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 6241 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7163 members 
Mstep: Class 33 contains 3784 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712296.000000 Penalty: 106916.710938
Iteration 210Q: 35 clusters Score -3.57123e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40058 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 25948 members 
Mstep: Class 17 contains 9362 members 
Mstep: Class 18 contains 17123 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13257 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24634 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 5561 members 
Mstep: Class 30 contains 6244 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7164 members 
Mstep: Class 33 contains 3784 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712296.000000 Penalty: 106916.710938
Iteration 211Q: 35 clusters Score -3.57123e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40057 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16370 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7786 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 9417 members 
Mstep: Class 16 contains 25928 members 
Mstep: Class 17 contains 9361 members 
Mstep: Class 18 contains 17131 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1561 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13260 members 
Mstep: Class 24 contains 17465 members 
Mstep: Class 25 contains 13487 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24633 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 6250 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7166 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712316.000000 Penalty: 106916.710938
Iteration 212Q: 35 clusters Score -3.571232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40056 members 
Mstep: Class 6 contains 5970 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16370 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 25912 members 
Mstep: Class 17 contains 9361 members 
Mstep: Class 18 contains 17134 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13257 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5530 members 
Mstep: Class 27 contains 24632 members 
Mstep: Class 28 contains 5654 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 6253 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7169 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712400.000000 Penalty: 106916.710938
Iteration 213Q: 35 clusters Score -3.57124e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40057 members 
Mstep: Class 6 contains 5971 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16370 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 9416 members 
Mstep: Class 16 contains 25899 members 
Mstep: Class 17 contains 9361 members 
Mstep: Class 18 contains 17139 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1562 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13257 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13487 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24631 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 6258 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7169 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712428.000000 Penalty: 106916.710938
Iteration 214Q: 35 clusters Score -3.571243e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40055 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16368 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 25891 members 
Mstep: Class 17 contains 9362 members 
Mstep: Class 18 contains 17134 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1563 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13257 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13487 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24633 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 5562 members 
Mstep: Class 30 contains 6266 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7169 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712420.000000 Penalty: 106916.710938
Iteration 215Q: 35 clusters Score -3.571242e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40056 members 
Mstep: Class 6 contains 5972 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16367 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 25880 members 
Mstep: Class 17 contains 9362 members 
Mstep: Class 18 contains 17134 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1564 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13258 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13488 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24634 members 
Mstep: Class 28 contains 5655 members 
Mstep: Class 29 contains 5560 members 
Mstep: Class 30 contains 6270 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7169 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712368.000000 Penalty: 106916.710938
Iteration 216Q: 35 clusters Score -3.571237e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40059 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9678 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16365 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 25869 members 
Mstep: Class 17 contains 9363 members 
Mstep: Class 18 contains 17128 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13258 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13488 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24637 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 5559 members 
Mstep: Class 30 contains 6278 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7170 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712336.000000 Penalty: 106916.710938
Iteration 217Q: 35 clusters Score -3.571234e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40065 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9677 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16365 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 25855 members 
Mstep: Class 17 contains 9364 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 11286 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13258 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13488 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24639 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 5559 members 
Mstep: Class 30 contains 6281 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7170 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712348.000000 Penalty: 106916.710938
Iteration 218Q: 35 clusters Score -3.571235e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40071 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9678 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16364 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 25843 members 
Mstep: Class 17 contains 9365 members 
Mstep: Class 18 contains 17135 members 
Mstep: Class 19 contains 11285 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13260 members 
Mstep: Class 24 contains 17467 members 
Mstep: Class 25 contains 13487 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24642 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 5558 members 
Mstep: Class 30 contains 6278 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712360.000000 Penalty: 106916.710938
Iteration 219Q: 35 clusters Score -3.571236e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40078 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16363 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3528 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 25830 members 
Mstep: Class 17 contains 9367 members 
Mstep: Class 18 contains 17137 members 
Mstep: Class 19 contains 11283 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13260 members 
Mstep: Class 24 contains 17467 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24647 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6279 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712416.000000 Penalty: 106916.710938
Iteration 220F: 35 clusters Score -3.571242e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4020 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40083 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9678 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 25822 members 
Mstep: Class 17 contains 9367 members 
Mstep: Class 18 contains 17139 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13261 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24649 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6283 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712384.000000 Penalty: 106916.710938
Iteration 221Q: 35 clusters Score -3.571238e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40089 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 25813 members 
Mstep: Class 17 contains 9367 members 
Mstep: Class 18 contains 17140 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13263 members 
Mstep: Class 24 contains 17464 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24653 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6284 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7172 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712376.000000 Penalty: 106916.710938
Iteration 222Q: 35 clusters Score -3.571238e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40091 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16362 members 
Mstep: Class 11 contains 2071 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 25805 members 
Mstep: Class 17 contains 9368 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13262 members 
Mstep: Class 24 contains 17465 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24653 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6286 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7173 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712420.000000 Penalty: 106916.710938
Iteration 223Q: 35 clusters Score -3.571242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40091 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9538 members 
Mstep: Class 10 contains 16359 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 25795 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17139 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13263 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24659 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6293 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7173 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712376.000000 Penalty: 106916.710938
Iteration 224Q: 35 clusters Score -3.571238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40093 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9539 members 
Mstep: Class 10 contains 16357 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 25786 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17141 members 
Mstep: Class 19 contains 11286 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13263 members 
Mstep: Class 24 contains 17465 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24662 members 
Mstep: Class 28 contains 5656 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6296 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7173 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712360.000000 Penalty: 106916.710938
Iteration 225Q: 35 clusters Score -3.571236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40099 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9540 members 
Mstep: Class 10 contains 16354 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 9422 members 
Mstep: Class 16 contains 25772 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17142 members 
Mstep: Class 19 contains 11286 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13263 members 
Mstep: Class 24 contains 17464 members 
Mstep: Class 25 contains 13487 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24671 members 
Mstep: Class 28 contains 5657 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 6297 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7172 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712456.000000 Penalty: 106916.710938
Iteration 226Q: 35 clusters Score -3.571246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40101 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9541 members 
Mstep: Class 10 contains 16353 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3526 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 25763 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17142 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13263 members 
Mstep: Class 24 contains 17464 members 
Mstep: Class 25 contains 13488 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24676 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5554 members 
Mstep: Class 30 contains 6300 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712408.000000 Penalty: 106916.710938
Iteration 227Q: 35 clusters Score -3.571241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40103 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9542 members 
Mstep: Class 10 contains 16353 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 25755 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17143 members 
Mstep: Class 19 contains 11284 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17461 members 
Mstep: Class 25 contains 13487 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24681 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712436.000000 Penalty: 106916.710938
Iteration 228Q: 35 clusters Score -3.571244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40105 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9547 members 
Mstep: Class 10 contains 16351 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 25746 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 11286 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13265 members 
Mstep: Class 24 contains 17459 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24686 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6297 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712396.000000 Penalty: 106916.710938
Iteration 229Q: 35 clusters Score -3.57124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40108 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 9550 members 
Mstep: Class 10 contains 16351 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 25740 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 11288 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13265 members 
Mstep: Class 24 contains 17457 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24688 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6294 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712424.000000 Penalty: 106916.710938
Iteration 230Q: 35 clusters Score -3.571242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5526 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40107 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9672 members 
Mstep: Class 9 contains 9551 members 
Mstep: Class 10 contains 16351 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 9429 members 
Mstep: Class 16 contains 25736 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17142 members 
Mstep: Class 19 contains 11288 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13265 members 
Mstep: Class 24 contains 17456 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24692 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6295 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712412.000000 Penalty: 106916.710938
Iteration 231Q: 35 clusters Score -3.571241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40108 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9552 members 
Mstep: Class 10 contains 16350 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3520 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 25735 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17143 members 
Mstep: Class 19 contains 11289 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13265 members 
Mstep: Class 24 contains 17455 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24698 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6291 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7171 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712412.000000 Penalty: 106916.710938
Iteration 232Q: 35 clusters Score -3.571241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40106 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9552 members 
Mstep: Class 10 contains 16349 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3519 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 25730 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 11289 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17455 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24708 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7172 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712380.000000 Penalty: 106916.710938
Iteration 233Q: 35 clusters Score -3.571238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40105 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9553 members 
Mstep: Class 10 contains 16349 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3519 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17146 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13263 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13483 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24720 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7173 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712400.000000 Penalty: 106916.710938
Iteration 234Q: 35 clusters Score -3.57124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40109 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9555 members 
Mstep: Class 10 contains 16348 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 25708 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13262 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13483 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24727 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6287 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7174 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712400.000000 Penalty: 106916.710938
Iteration 235Q: 35 clusters Score -3.57124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40108 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9559 members 
Mstep: Class 10 contains 16347 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3516 members 
Mstep: Class 15 contains 9423 members 
Mstep: Class 16 contains 25701 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13262 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13483 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24733 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6286 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7175 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712404.000000 Penalty: 106916.710938
Iteration 236Q: 35 clusters Score -3.57124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14960 members 
Mstep: Class 5 contains 40106 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9563 members 
Mstep: Class 10 contains 16346 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 9424 members 
Mstep: Class 16 contains 25705 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13263 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13483 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24738 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6282 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7176 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712364.000000 Penalty: 106916.710938
Iteration 237Q: 35 clusters Score -3.571236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40106 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9565 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 25705 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24740 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6283 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7178 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712368.000000 Penalty: 106916.710938
Iteration 238Q: 35 clusters Score -3.571237e+07 nChanged 26
Entering ConstructFrom: 
Score: -35712368.000000 Penalty: 106916.710938
Entering ConstructFrom: 
Trying to split cluster 1 (6864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Entering Unmasked Estep 
Score: -612716.125000 Penalty: 2190.843262
	Iteration 0F: 2 clusters Score -612716.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -607000.562500 Penalty: 4381.686523
	Iteration 0F: 3 clusters Score -607000.6 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -608551.812500 Penalty: 4381.686523
	Iteration 1F: 3 clusters Score -608551.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -608850.187500 Penalty: 4381.686523
	Iteration 2F: 3 clusters Score -608850.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -609087.250000 Penalty: 4381.686523
	Iteration 3F: 3 clusters Score -609087.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -609298.062500 Penalty: 4381.686523
	Iteration 4Q: 3 clusters Score -609298.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -609482.937500 Penalty: 4381.686523
	Iteration 5Q: 3 clusters Score -609482.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -609626.750000 Penalty: 4381.686523
	Iteration 6Q: 3 clusters Score -609626.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -609768.125000 Penalty: 4381.686523
	Iteration 7Q: 3 clusters Score -609768.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -609884.250000 Penalty: 4381.686523
	Iteration 8Q: 3 clusters Score -609884.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -609986.687500 Penalty: 4381.686523
	Iteration 9Q: 3 clusters Score -609986.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -610057.625000 Penalty: 4381.686523
	Iteration 10Q: 3 clusters Score -610057.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -610111.562500 Penalty: 4381.686523
	Iteration 11Q: 3 clusters Score -610111.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -610148.562500 Penalty: 4381.686523
	Iteration 12Q: 3 clusters Score -610148.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -610187.625000 Penalty: 4381.686523
	Iteration 13Q: 3 clusters Score -610187.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -610216.062500 Penalty: 4381.686523
	Iteration 14Q: 3 clusters Score -610216.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -610243.187500 Penalty: 4381.686523
	Iteration 15Q: 3 clusters Score -610243.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -610269.937500 Penalty: 4381.686523
	Iteration 16Q: 3 clusters Score -610269.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -610293.187500 Penalty: 4381.686523
	Iteration 17Q: 3 clusters Score -610293.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -610313.562500 Penalty: 4381.686523
	Iteration 18Q: 3 clusters Score -610313.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -610327.000000 Penalty: 4381.686523
	Iteration 19Q: 3 clusters Score -610327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -610339.062500 Penalty: 4381.686523
	Iteration 20F: 3 clusters Score -610339.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -610345.812500 Penalty: 4381.686523
	Iteration 21Q: 3 clusters Score -610345.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -610355.000000 Penalty: 4381.686523
	Iteration 22Q: 3 clusters Score -610355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -610361.875000 Penalty: 4381.686523
	Iteration 23Q: 3 clusters Score -610361.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -610365.375000 Penalty: 4381.686523
	Iteration 24Q: 3 clusters Score -610365.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -610371.687500 Penalty: 4381.686523
	Iteration 25Q: 3 clusters Score -610371.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -610374.875000 Penalty: 4381.686523
	Iteration 26Q: 3 clusters Score -610374.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -610383.250000 Penalty: 4381.686523
	Iteration 27Q: 3 clusters Score -610383.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -610388.875000 Penalty: 4381.686523
	Iteration 28Q: 3 clusters Score -610388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -610390.062500 Penalty: 4381.686523
	Iteration 29Q: 3 clusters Score -610390.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -610391.625000 Penalty: 4381.686523
	Iteration 30Q: 3 clusters Score -610391.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -610394.562500 Penalty: 4381.686523
	Iteration 31Q: 3 clusters Score -610394.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -610396.687500 Penalty: 4381.686523
	Iteration 32Q: 3 clusters Score -610396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -610397.812500 Penalty: 4381.686523
	Iteration 33Q: 3 clusters Score -610397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -610397.437500 Penalty: 4381.686523
	Iteration 34Q: 3 clusters Score -610397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -610399.812500 Penalty: 4381.686523
	Iteration 35Q: 3 clusters Score -610399.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -610399.812500 Penalty: 4381.686523
	Iteration 36F: 3 clusters Score -610399.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Entering Unmasked Estep 
Score: -541722.375000 Penalty: 2137.025635
	Iteration 0F: 2 clusters Score -541722.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -536904.750000 Penalty: 4274.051270
	Iteration 0F: 3 clusters Score -536904.8 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -538112.750000 Penalty: 4274.051270
	Iteration 1F: 3 clusters Score -538112.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -538371.250000 Penalty: 4274.051270
	Iteration 2F: 3 clusters Score -538371.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -538562.562500 Penalty: 4274.051270
	Iteration 3F: 3 clusters Score -538562.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -538727.312500 Penalty: 4274.051270
	Iteration 4Q: 3 clusters Score -538727.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -538885.937500 Penalty: 4274.051270
	Iteration 5Q: 3 clusters Score -538885.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -538988.375000 Penalty: 4274.051270
	Iteration 6Q: 3 clusters Score -538988.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -539063.375000 Penalty: 4274.051270
	Iteration 7Q: 3 clusters Score -539063.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -539136.250000 Penalty: 4274.051270
	Iteration 8Q: 3 clusters Score -539136.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -539192.562500 Penalty: 4274.051270
	Iteration 9Q: 3 clusters Score -539192.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -539254.375000 Penalty: 4274.051270
	Iteration 10Q: 3 clusters Score -539254.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -539318.187500 Penalty: 4274.051270
	Iteration 11Q: 3 clusters Score -539318.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -539361.250000 Penalty: 4274.051270
	Iteration 12Q: 3 clusters Score -539361.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -539392.187500 Penalty: 4274.051270
	Iteration 13Q: 3 clusters Score -539392.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -539422.187500 Penalty: 4274.051270
	Iteration 14Q: 3 clusters Score -539422.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -539455.625000 Penalty: 4274.051270
	Iteration 15Q: 3 clusters Score -539455.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -539484.312500 Penalty: 4274.051270
	Iteration 16Q: 3 clusters Score -539484.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -539510.187500 Penalty: 4274.051270
	Iteration 17Q: 3 clusters Score -539510.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -539535.500000 Penalty: 4274.051270
	Iteration 18Q: 3 clusters Score -539535.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -539558.875000 Penalty: 4274.051270
	Iteration 19Q: 3 clusters Score -539558.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -539579.062500 Penalty: 4274.051270
	Iteration 20F: 3 clusters Score -539579.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -539595.812500 Penalty: 4274.051270
	Iteration 21Q: 3 clusters Score -539595.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -539613.250000 Penalty: 4274.051270
	Iteration 22Q: 3 clusters Score -539613.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -539633.937500 Penalty: 4274.051270
	Iteration 23Q: 3 clusters Score -539633.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -539655.812500 Penalty: 4274.051270
	Iteration 24Q: 3 clusters Score -539655.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -539668.812500 Penalty: 4274.051270
	Iteration 25Q: 3 clusters Score -539668.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -539681.375000 Penalty: 4274.051270
	Iteration 26Q: 3 clusters Score -539681.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -539695.937500 Penalty: 4274.051270
	Iteration 27Q: 3 clusters Score -539695.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -539709.875000 Penalty: 4274.051270
	Iteration 28Q: 3 clusters Score -539709.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -539723.312500 Penalty: 4274.051270
	Iteration 29Q: 3 clusters Score -539723.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -539735.062500 Penalty: 4274.051270
	Iteration 30Q: 3 clusters Score -539735.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -539746.000000 Penalty: 4274.051270
	Iteration 31Q: 3 clusters Score -539746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -539760.375000 Penalty: 4274.051270
	Iteration 32Q: 3 clusters Score -539760.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -539772.125000 Penalty: 4274.051270
	Iteration 33Q: 3 clusters Score -539772.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -539788.687500 Penalty: 4274.051270
	Iteration 34Q: 3 clusters Score -539788.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -539807.312500 Penalty: 4274.051270
	Iteration 35Q: 3 clusters Score -539807.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -539823.500000 Penalty: 4274.051270
	Iteration 36Q: 3 clusters Score -539823.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -539840.062500 Penalty: 4274.051270
	Iteration 37Q: 3 clusters Score -539840.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -539853.812500 Penalty: 4274.051270
	Iteration 38Q: 3 clusters Score -539853.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -539866.812500 Penalty: 4274.051270
	Iteration 39Q: 3 clusters Score -539866.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -539878.500000 Penalty: 4274.051270
	Iteration 40F: 3 clusters Score -539878.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -539887.250000 Penalty: 4274.051270
	Iteration 41Q: 3 clusters Score -539887.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -539895.750000 Penalty: 4274.051270
	Iteration 42Q: 3 clusters Score -539895.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -539900.812500 Penalty: 4274.051270
	Iteration 43Q: 3 clusters Score -539900.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -539907.312500 Penalty: 4274.051270
	Iteration 44Q: 3 clusters Score -539907.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -539916.937500 Penalty: 4274.051270
	Iteration 45Q: 3 clusters Score -539916.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -539926.375000 Penalty: 4274.051270
	Iteration 46Q: 3 clusters Score -539926.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -539936.375000 Penalty: 4274.051270
	Iteration 47Q: 3 clusters Score -539936.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -539945.375000 Penalty: 4274.051270
	Iteration 48Q: 3 clusters Score -539945.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -539953.500000 Penalty: 4274.051270
	Iteration 49Q: 3 clusters Score -539953.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -539962.062500 Penalty: 4274.051270
	Iteration 50Q: 3 clusters Score -539962.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -539971.750000 Penalty: 4274.051270
	Iteration 51Q: 3 clusters Score -539971.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -539981.375000 Penalty: 4274.051270
	Iteration 52Q: 3 clusters Score -539981.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -539992.625000 Penalty: 4274.051270
	Iteration 53Q: 3 clusters Score -539992.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -540005.625000 Penalty: 4274.051270
	Iteration 54Q: 3 clusters Score -540005.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -540016.000000 Penalty: 4274.051270
	Iteration 55Q: 3 clusters Score -540016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -540026.375000 Penalty: 4274.051270
	Iteration 56Q: 3 clusters Score -540026.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -540039.625000 Penalty: 4274.051270
	Iteration 57Q: 3 clusters Score -540039.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -540052.000000 Penalty: 4274.051270
	Iteration 58Q: 3 clusters Score -540052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -540058.312500 Penalty: 4274.051270
	Iteration 59Q: 3 clusters Score -540058.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -540061.312500 Penalty: 4274.051270
	Iteration 60F: 3 clusters Score -540061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -540065.250000 Penalty: 4274.051270
	Iteration 61Q: 3 clusters Score -540065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -540074.312500 Penalty: 4274.051270
	Iteration 62Q: 3 clusters Score -540074.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -540083.812500 Penalty: 4274.051270
	Iteration 63Q: 3 clusters Score -540083.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -540087.937500 Penalty: 4274.051270
	Iteration 64Q: 3 clusters Score -540087.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -540093.437500 Penalty: 4274.051270
	Iteration 65Q: 3 clusters Score -540093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -540096.625000 Penalty: 4274.051270
	Iteration 66Q: 3 clusters Score -540096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -540096.125000 Penalty: 4274.051270
	Iteration 67Q: 3 clusters Score -540096.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -540097.437500 Penalty: 4274.051270
	Iteration 68Q: 3 clusters Score -540097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -540098.625000 Penalty: 4274.051270
	Iteration 69Q: 3 clusters Score -540098.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -540100.250000 Penalty: 4274.051270
	Iteration 70Q: 3 clusters Score -540100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -540101.875000 Penalty: 4274.051270
	Iteration 71Q: 3 clusters Score -540101.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -540103.375000 Penalty: 4274.051270
	Iteration 72Q: 3 clusters Score -540103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -540104.875000 Penalty: 4274.051270
	Iteration 73Q: 3 clusters Score -540104.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -540110.687500 Penalty: 4274.051270
	Iteration 74Q: 3 clusters Score -540110.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -540113.750000 Penalty: 4274.051270
	Iteration 75Q: 3 clusters Score -540113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -540117.875000 Penalty: 4274.051270
	Iteration 76Q: 3 clusters Score -540117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -540119.812500 Penalty: 4274.051270
	Iteration 77Q: 3 clusters Score -540119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -540121.500000 Penalty: 4274.051270
	Iteration 78Q: 3 clusters Score -540121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -540122.187500 Penalty: 4274.051270
	Iteration 79Q: 3 clusters Score -540122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -540122.937500 Penalty: 4274.051270
	Iteration 80F: 3 clusters Score -540122.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -436131.750000 Penalty: 2057.666992
	Iteration 0F: 2 clusters Score -436131.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -432290.000000 Penalty: 4115.333984
	Iteration 0F: 3 clusters Score -432290 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -433328.125000 Penalty: 4115.333984
	Iteration 1F: 3 clusters Score -433328.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -433609.812500 Penalty: 4115.333984
	Iteration 2F: 3 clusters Score -433609.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -433797.468750 Penalty: 4115.333984
	Iteration 3F: 3 clusters Score -433797.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -433963.218750 Penalty: 4115.333984
	Iteration 4Q: 3 clusters Score -433963.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -434130.500000 Penalty: 4115.333984
	Iteration 5Q: 3 clusters Score -434130.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -434291.750000 Penalty: 4115.333984
	Iteration 6Q: 3 clusters Score -434291.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -434446.125000 Penalty: 4115.333984
	Iteration 7Q: 3 clusters Score -434446.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -434575.000000 Penalty: 4115.333984
	Iteration 8Q: 3 clusters Score -434575 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -434696.062500 Penalty: 4115.333984
	Iteration 9Q: 3 clusters Score -434696.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -434789.281250 Penalty: 4115.333984
	Iteration 10Q: 3 clusters Score -434789.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -434868.156250 Penalty: 4115.333984
	Iteration 11Q: 3 clusters Score -434868.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -434913.343750 Penalty: 4115.333984
	Iteration 12Q: 3 clusters Score -434913.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -434940.000000 Penalty: 4115.333984
	Iteration 13Q: 3 clusters Score -434940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -434961.937500 Penalty: 4115.333984
	Iteration 14Q: 3 clusters Score -434961.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -434982.031250 Penalty: 4115.333984
	Iteration 15Q: 3 clusters Score -434982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -435004.406250 Penalty: 4115.333984
	Iteration 16Q: 3 clusters Score -435004.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -435025.625000 Penalty: 4115.333984
	Iteration 17Q: 3 clusters Score -435025.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -435043.531250 Penalty: 4115.333984
	Iteration 18Q: 3 clusters Score -435043.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -435064.812500 Penalty: 4115.333984
	Iteration 19Q: 3 clusters Score -435064.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -435085.875000 Penalty: 4115.333984
	Iteration 20F: 3 clusters Score -435085.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -435112.250000 Penalty: 4115.333984
	Iteration 21Q: 3 clusters Score -435112.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -435139.375000 Penalty: 4115.333984
	Iteration 22Q: 3 clusters Score -435139.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -435159.125000 Penalty: 4115.333984
	Iteration 23Q: 3 clusters Score -435159.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -435180.531250 Penalty: 4115.333984
	Iteration 24Q: 3 clusters Score -435180.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -435192.312500 Penalty: 4115.333984
	Iteration 25Q: 3 clusters Score -435192.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -435204.031250 Penalty: 4115.333984
	Iteration 26Q: 3 clusters Score -435204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -435210.437500 Penalty: 4115.333984
	Iteration 27Q: 3 clusters Score -435210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -435219.812500 Penalty: 4115.333984
	Iteration 28Q: 3 clusters Score -435219.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -435227.281250 Penalty: 4115.333984
	Iteration 29Q: 3 clusters Score -435227.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -435232.500000 Penalty: 4115.333984
	Iteration 30Q: 3 clusters Score -435232.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -435234.406250 Penalty: 4115.333984
	Iteration 31Q: 3 clusters Score -435234.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -435236.312500 Penalty: 4115.333984
	Iteration 32Q: 3 clusters Score -435236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -435236.312500 Penalty: 4115.333984
	Iteration 33F: 3 clusters Score -435236.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Entering Unmasked Estep 
Score: -1807635.625000 Penalty: 2384.041016
	Iteration 0F: 2 clusters Score -1807636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1796805.625000 Penalty: 4768.082031
	Iteration 0F: 3 clusters Score -1796806 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1800417.750000 Penalty: 4768.082031
	Iteration 1F: 3 clusters Score -1800418 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1801039.500000 Penalty: 4768.082031
	Iteration 2F: 3 clusters Score -1801040 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1801791.125000 Penalty: 4768.082031
	Iteration 3F: 3 clusters Score -1801791 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1802594.000000 Penalty: 4768.082031
	Iteration 4F: 3 clusters Score -1802594 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1803376.625000 Penalty: 4768.082031
	Iteration 5F: 3 clusters Score -1803377 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1804045.250000 Penalty: 4768.082031
	Iteration 6F: 3 clusters Score -1804045 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1804622.750000 Penalty: 4768.082031
	Iteration 7F: 3 clusters Score -1804623 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1805148.875000 Penalty: 4768.082031
	Iteration 8F: 3 clusters Score -1805149 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1805593.750000 Penalty: 4768.082031
	Iteration 9Q: 3 clusters Score -1805594 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1805971.625000 Penalty: 4768.082031
	Iteration 10Q: 3 clusters Score -1805972 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1806284.375000 Penalty: 4768.082031
	Iteration 11Q: 3 clusters Score -1806284 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1806539.500000 Penalty: 4768.082031
	Iteration 12Q: 3 clusters Score -1806540 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1806739.125000 Penalty: 4768.082031
	Iteration 13Q: 3 clusters Score -1806739 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1806851.625000 Penalty: 4768.082031
	Iteration 14Q: 3 clusters Score -1806852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1806911.625000 Penalty: 4768.082031
	Iteration 15Q: 3 clusters Score -1806912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1806943.625000 Penalty: 4768.082031
	Iteration 16Q: 3 clusters Score -1806944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1806960.625000 Penalty: 4768.082031
	Iteration 17Q: 3 clusters Score -1806961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1806971.250000 Penalty: 4768.082031
	Iteration 18Q: 3 clusters Score -1806971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1806978.875000 Penalty: 4768.082031
	Iteration 19Q: 3 clusters Score -1806979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1806988.750000 Penalty: 4768.082031
	Iteration 20F: 3 clusters Score -1806989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1806993.375000 Penalty: 4768.082031
	Iteration 21Q: 3 clusters Score -1806993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1806998.875000 Penalty: 4768.082031
	Iteration 22Q: 3 clusters Score -1806999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1807008.125000 Penalty: 4768.082031
	Iteration 23Q: 3 clusters Score -1807008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1807011.375000 Penalty: 4768.082031
	Iteration 24Q: 3 clusters Score -1807011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1807013.000000 Penalty: 4768.082031
	Iteration 25Q: 3 clusters Score -1807013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1807015.875000 Penalty: 4768.082031
	Iteration 26Q: 3 clusters Score -1807016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1807018.250000 Penalty: 4768.082031
	Iteration 27Q: 3 clusters Score -1807018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1807017.875000 Penalty: 4768.082031
	Iteration 28Q: 3 clusters Score -1807018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1807018.375000 Penalty: 4768.082031
	Iteration 29Q: 3 clusters Score -1807018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1807019.375000 Penalty: 4768.082031
	Iteration 30Q: 3 clusters Score -1807019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1807020.250000 Penalty: 4768.082031
	Iteration 31Q: 3 clusters Score -1807020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1807018.375000 Penalty: 4768.082031
	Iteration 32Q: 3 clusters Score -1807018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1807018.375000 Penalty: 4768.082031
	Iteration 33F: 3 clusters Score -1807018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Entering Unmasked Estep 
Score: -4425719.000000 Penalty: 2628.634033
	Iteration 0F: 2 clusters Score -4425719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4398631.500000 Penalty: 5257.268066
	Iteration 0F: 3 clusters Score -4398632 nChanged 18229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4409043.500000 Penalty: 5257.268066
	Iteration 1F: 3 clusters Score -4409044 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -4410136.500000 Penalty: 5257.268066
	Iteration 2F: 3 clusters Score -4410136 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4411459.000000 Penalty: 5257.268066
	Iteration 3F: 3 clusters Score -4411459 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4412937.500000 Penalty: 5257.268066
	Iteration 4F: 3 clusters Score -4412938 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4414355.500000 Penalty: 5257.268066
	Iteration 5F: 3 clusters Score -4414356 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -4415681.000000 Penalty: 5257.268066
	Iteration 6F: 3 clusters Score -4415681 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4416890.000000 Penalty: 5257.268066
	Iteration 7F: 3 clusters Score -4416890 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4417810.500000 Penalty: 5257.268066
	Iteration 8Q: 3 clusters Score -4417810 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4418387.000000 Penalty: 5257.268066
	Iteration 9Q: 3 clusters Score -4418387 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4418738.500000 Penalty: 5257.268066
	Iteration 10Q: 3 clusters Score -4418738 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4418943.000000 Penalty: 5257.268066
	Iteration 11Q: 3 clusters Score -4418943 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4419076.000000 Penalty: 5257.268066
	Iteration 12Q: 3 clusters Score -4419076 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -4419134.000000 Penalty: 5257.268066
	Iteration 13Q: 3 clusters Score -4419134 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4419223.000000 Penalty: 5257.268066
	Iteration 14Q: 3 clusters Score -4419223 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4419283.500000 Penalty: 5257.268066
	Iteration 15Q: 3 clusters Score -4419284 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4419334.500000 Penalty: 5257.268066
	Iteration 16Q: 3 clusters Score -4419334 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -4419390.500000 Penalty: 5257.268066
	Iteration 17Q: 3 clusters Score -4419390 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4419443.000000 Penalty: 5257.268066
	Iteration 18Q: 3 clusters Score -4419443 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -4419504.000000 Penalty: 5257.268066
	Iteration 19Q: 3 clusters Score -4419504 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4419565.500000 Penalty: 5257.268066
	Iteration 20F: 3 clusters Score -4419566 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4419616.000000 Penalty: 5257.268066
	Iteration 21Q: 3 clusters Score -4419616 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4419679.000000 Penalty: 5257.268066
	Iteration 22Q: 3 clusters Score -4419679 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -4419737.000000 Penalty: 5257.268066
	Iteration 23Q: 3 clusters Score -4419737 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4419774.000000 Penalty: 5257.268066
	Iteration 24Q: 3 clusters Score -4419774 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -4419819.500000 Penalty: 5257.268066
	Iteration 25Q: 3 clusters Score -4419820 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -4419866.500000 Penalty: 5257.268066
	Iteration 26Q: 3 clusters Score -4419866 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4419888.500000 Penalty: 5257.268066
	Iteration 27Q: 3 clusters Score -4419888 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4419921.500000 Penalty: 5257.268066
	Iteration 28Q: 3 clusters Score -4419922 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -4419940.500000 Penalty: 5257.268066
	Iteration 29Q: 3 clusters Score -4419940 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4419972.500000 Penalty: 5257.268066
	Iteration 30Q: 3 clusters Score -4419972 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4419988.500000 Penalty: 5257.268066
	Iteration 31Q: 3 clusters Score -4419988 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4420021.000000 Penalty: 5257.268066
	Iteration 32Q: 3 clusters Score -4420021 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4420041.500000 Penalty: 5257.268066
	Iteration 33Q: 3 clusters Score -4420042 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4420059.500000 Penalty: 5257.268066
	Iteration 34Q: 3 clusters Score -4420060 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4420084.000000 Penalty: 5257.268066
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4420088 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4420114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4420144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4420146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -4420133.500000 Penalty: 5257.268066
	Iteration 40F: 3 clusters Score -4420134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4420142 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4420154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4420170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4420174 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4420193 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4420202 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4420207 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4420216 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4420227 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4420222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4420244 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4420246 nChanged 138
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Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4420261 nChanged 144
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4420278 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4420298 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4420326 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4420334 nChanged 191
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4420382 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4420410 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -4420454.500000 Penalty: 5257.268066
	Iteration 60F: 3 clusters Score -4420454 nChanged 228
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Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4420487 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4420544 nChanged 238
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Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4420582 nChanged 267
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Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4420640 nChanged 274
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Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4420698 nChanged 300
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Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4420766 nChanged 312
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Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4420826 nChanged 336
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Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4420905 nChanged 311
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Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4420961 nChanged 304
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Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4421042 nChanged 300
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4421086 nChanged 284
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Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4421148 nChanged 286
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4421190 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4421249 nChanged 287
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4421290 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4421349 nChanged 270
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Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4421411 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4421472 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4421514 nChanged 270
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4421570 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4421632 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4421693 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4421726 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4421784 nChanged 235
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4421804 nChanged 234
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Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4421855 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4421902 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4421938 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4421977 nChanged 227
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Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4422014 nChanged 241
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Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4422062 nChanged 252
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Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4422122 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4422191 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4422245 nChanged 252
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4422286 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4422324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -4422355.500000 Penalty: 5257.268066
	Iteration 97Q: 3 clusters Score -4422356 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4422384.000000 Penalty: 5257.268066
	Iteration 98Q: 3 clusters Score -4422384 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4422408.000000 Penalty: 5257.268066
	Iteration 99Q: 3 clusters Score -4422408 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -4422455.500000 Penalty: 5257.268066
	Iteration 100F: 3 clusters Score -4422456 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4422498 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -4422531.500000 Penalty: 5257.268066
	Iteration 102Q: 3 clusters Score -4422532 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4422571.000000 Penalty: 5257.268066
	Iteration 103Q: 3 clusters Score -4422571 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -4422609.500000 Penalty: 5257.268066
	Iteration 104Q: 3 clusters Score -4422610 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4422636.500000 Penalty: 5257.268066
	Iteration 105Q: 3 clusters Score -4422636 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4422689.000000 Penalty: 5257.268066
	Iteration 106Q: 3 clusters Score -4422689 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4422706.000000 Penalty: 5257.268066
	Iteration 107Q: 3 clusters Score -4422706 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -4422737.500000 Penalty: 5257.268066
	Iteration 108Q: 3 clusters Score -4422738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4422757.500000 Penalty: 5257.268066
	Iteration 109Q: 3 clusters Score -4422758 nChanged 141
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Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4422786 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4422822.500000 Penalty: 5257.268066
	Iteration 111Q: 3 clusters Score -4422822 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4422842 nChanged 148
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Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4422865.500000 Penalty: 5257.268066
	Iteration 113Q: 3 clusters Score -4422866 nChanged 137
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Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4422880 nChanged 114
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Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4422901.500000 Penalty: 5257.268066
	Iteration 115Q: 3 clusters Score -4422902 nChanged 132
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Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4422923.000000 Penalty: 5257.268066
	Iteration 116Q: 3 clusters Score -4422923 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4422930.500000 Penalty: 5257.268066
	Iteration 117Q: 3 clusters Score -4422930 nChanged 125
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Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4422966 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4422996 nChanged 109
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Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -4423009.000000 Penalty: 5257.268066
	Iteration 120F: 3 clusters Score -4423009 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -4423020.000000 Penalty: 5257.268066
	Iteration 121Q: 3 clusters Score -4423020 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -4423034.000000 Penalty: 5257.268066
	Iteration 122Q: 3 clusters Score -4423034 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -4423046.500000 Penalty: 5257.268066
	Iteration 123Q: 3 clusters Score -4423046 nChanged 85
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Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4423050 nChanged 94
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Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4423075.500000 Penalty: 5257.268066
	Iteration 125Q: 3 clusters Score -4423076 nChanged 83
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Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4423079.000000 Penalty: 5257.268066
	Iteration 126Q: 3 clusters Score -4423079 nChanged 83
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Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4423096.000000 Penalty: 5257.268066
	Iteration 127Q: 3 clusters Score -4423096 nChanged 74
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Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4423099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -4423121.000000 Penalty: 5257.268066
	Iteration 129Q: 3 clusters Score -4423121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4423143.500000 Penalty: 5257.268066
	Iteration 130Q: 3 clusters Score -4423144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4423155.000000 Penalty: 5257.268066
	Iteration 131Q: 3 clusters Score -4423155 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4423165.500000 Penalty: 5257.268066
	Iteration 132Q: 3 clusters Score -4423166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4423179.500000 Penalty: 5257.268066
	Iteration 133Q: 3 clusters Score -4423180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4423181.500000 Penalty: 5257.268066
	Iteration 134Q: 3 clusters Score -4423182 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4423205.000000 Penalty: 5257.268066
	Iteration 135Q: 3 clusters Score -4423205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -4423224.500000 Penalty: 5257.268066
	Iteration 136Q: 3 clusters Score -4423224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4423248.500000 Penalty: 5257.268066
	Iteration 137Q: 3 clusters Score -4423248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4423258.500000 Penalty: 5257.268066
	Iteration 138Q: 3 clusters Score -4423258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4423282.500000 Penalty: 5257.268066
	Iteration 139Q: 3 clusters Score -4423282 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -4423315.500000 Penalty: 5257.268066
	Iteration 140F: 3 clusters Score -4423316 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -4423346.000000 Penalty: 5257.268066
	Iteration 141Q: 3 clusters Score -4423346 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4423369.000000 Penalty: 5257.268066
	Iteration 142Q: 3 clusters Score -4423369 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -4423413.500000 Penalty: 5257.268066
	Iteration 143Q: 3 clusters Score -4423414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4423435.500000 Penalty: 5257.268066
	Iteration 144Q: 3 clusters Score -4423436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4423445.500000 Penalty: 5257.268066
	Iteration 145Q: 3 clusters Score -4423446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -4423470.500000 Penalty: 5257.268066
	Iteration 146Q: 3 clusters Score -4423470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -4423508.000000 Penalty: 5257.268066
	Iteration 147Q: 3 clusters Score -4423508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -4423534.500000 Penalty: 5257.268066
	Iteration 148Q: 3 clusters Score -4423534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4423553.000000 Penalty: 5257.268066
	Iteration 149Q: 3 clusters Score -4423553 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -4423559.500000 Penalty: 5257.268066
	Iteration 150Q: 3 clusters Score -4423560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -4423578.500000 Penalty: 5257.268066
	Iteration 151Q: 3 clusters Score -4423578 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -4423610.000000 Penalty: 5257.268066
	Iteration 152Q: 3 clusters Score -4423610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4423609.500000 Penalty: 5257.268066
	Iteration 153Q: 3 clusters Score -4423610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4423614.000000 Penalty: 5257.268066
	Iteration 154Q: 3 clusters Score -4423614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -4423636.500000 Penalty: 5257.268066
	Iteration 155Q: 3 clusters Score -4423636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4423647.000000 Penalty: 5257.268066
	Iteration 156Q: 3 clusters Score -4423647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -4423666.500000 Penalty: 5257.268066
	Iteration 157Q: 3 clusters Score -4423666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -4423670.500000 Penalty: 5257.268066
	Iteration 158Q: 3 clusters Score -4423670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -4423684.000000 Penalty: 5257.268066
	Iteration 159Q: 3 clusters Score -4423684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -4423686.500000 Penalty: 5257.268066
	Iteration 160F: 3 clusters Score -4423686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -4423692.000000 Penalty: 5257.268066
	Iteration 161Q: 3 clusters Score -4423692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4423702.000000 Penalty: 5257.268066
	Iteration 162Q: 3 clusters Score -4423702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -4423723.000000 Penalty: 5257.268066
	Iteration 163Q: 3 clusters Score -4423723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -4423733.500000 Penalty: 5257.268066
	Iteration 164Q: 3 clusters Score -4423734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -4423740.500000 Penalty: 5257.268066
	Iteration 165Q: 3 clusters Score -4423740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -4423742.000000 Penalty: 5257.268066
	Iteration 166Q: 3 clusters Score -4423742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -4423752.000000 Penalty: 5257.268066
	Iteration 167Q: 3 clusters Score -4423752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4423745.000000 Penalty: 5257.268066
	Iteration 168Q: 3 clusters Score -4423745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4423760.500000 Penalty: 5257.268066
	Iteration 169Q: 3 clusters Score -4423760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -4423768.000000 Penalty: 5257.268066
	Iteration 170Q: 3 clusters Score -4423768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4423777.500000 Penalty: 5257.268066
	Iteration 171Q: 3 clusters Score -4423778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -4423792.000000 Penalty: 5257.268066
	Iteration 172Q: 3 clusters Score -4423792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4423807.000000 Penalty: 5257.268066
	Iteration 173Q: 3 clusters Score -4423807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4423807.500000 Penalty: 5257.268066
	Iteration 174Q: 3 clusters Score -4423808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -4423816.000000 Penalty: 5257.268066
	Iteration 175Q: 3 clusters Score -4423816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -4423822.500000 Penalty: 5257.268066
	Iteration 176Q: 3 clusters Score -4423822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -4423831.000000 Penalty: 5257.268066
	Iteration 177Q: 3 clusters Score -4423831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -4423846.000000 Penalty: 5257.268066
	Iteration 178Q: 3 clusters Score -4423846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4423855.000000 Penalty: 5257.268066
	Iteration 179Q: 3 clusters Score -4423855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -4423870.000000 Penalty: 5257.268066
	Iteration 180F: 3 clusters Score -4423870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -4423877.000000 Penalty: 5257.268066
	Iteration 181Q: 3 clusters Score -4423877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -4423891.000000 Penalty: 5257.268066
	Iteration 182Q: 3 clusters Score -4423891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -4423887.000000 Penalty: 5257.268066
	Iteration 183Q: 3 clusters Score -4423887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -4423900.000000 Penalty: 5257.268066
	Iteration 184Q: 3 clusters Score -4423900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -4423902.000000 Penalty: 5257.268066
	Iteration 185Q: 3 clusters Score -4423902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -4423910.000000 Penalty: 5257.268066
	Iteration 186Q: 3 clusters Score -4423910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -4423917.500000 Penalty: 5257.268066
	Iteration 187Q: 3 clusters Score -4423918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -4423922.500000 Penalty: 5257.268066
	Iteration 188Q: 3 clusters Score -4423922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -4423923.500000 Penalty: 5257.268066
	Iteration 189Q: 3 clusters Score -4423924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4423936.000000 Penalty: 5257.268066
	Iteration 190Q: 3 clusters Score -4423936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -4423936.500000 Penalty: 5257.268066
	Iteration 191Q: 3 clusters Score -4423936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -4423951.500000 Penalty: 5257.268066
	Iteration 192Q: 3 clusters Score -4423952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -4423964.500000 Penalty: 5257.268066
	Iteration 193Q: 3 clusters Score -4423964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -4423957.000000 Penalty: 5257.268066
	Iteration 194Q: 3 clusters Score -4423957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -4423968.500000 Penalty: 5257.268066
	Iteration 195Q: 3 clusters Score -4423968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -4423968.500000 Penalty: 5257.268066
	Iteration 196Q: 3 clusters Score -4423968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -4423972.000000 Penalty: 5257.268066
	Iteration 197Q: 3 clusters Score -4423972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -4423977.500000 Penalty: 5257.268066
	Iteration 198Q: 3 clusters Score -4423978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4423976.000000 Penalty: 5257.268066
	Iteration 199Q: 3 clusters Score -4423976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -4423983.000000 Penalty: 5257.268066
	Iteration 200F: 3 clusters Score -4423983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -4423984.000000 Penalty: 5257.268066
	Iteration 201Q: 3 clusters Score -4423984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4423978.500000 Penalty: 5257.268066
	Iteration 202Q: 3 clusters Score -4423978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -4423982.000000 Penalty: 5257.268066
	Iteration 203Q: 3 clusters Score -4423982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4423982.000000 Penalty: 5257.268066
	Iteration 204Q: 3 clusters Score -4423982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -4423983.000000 Penalty: 5257.268066
	Iteration 205Q: 3 clusters Score -4423983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -4423983.500000 Penalty: 5257.268066
	Iteration 206Q: 3 clusters Score -4423984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -4423983.500000 Penalty: 5257.268066
	Iteration 207F: 3 clusters Score -4423984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Entering Unmasked Estep 
Score: -659594.250000 Penalty: 2156.444092
	Iteration 0F: 2 clusters Score -659594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -654571.437500 Penalty: 4312.888184
	Iteration 0F: 3 clusters Score -654571.4 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -655965.062500 Penalty: 4312.888184
	Iteration 1F: 3 clusters Score -655965.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -656303.875000 Penalty: 4312.888184
	Iteration 2F: 3 clusters Score -656303.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -656587.312500 Penalty: 4312.888184
	Iteration 3F: 3 clusters Score -656587.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -656809.812500 Penalty: 4312.888184
	Iteration 4F: 3 clusters Score -656809.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -657014.750000 Penalty: 4312.888184
	Iteration 5Q: 3 clusters Score -657014.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -657201.937500 Penalty: 4312.888184
	Iteration 6Q: 3 clusters Score -657201.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -657370.187500 Penalty: 4312.888184
	Iteration 7Q: 3 clusters Score -657370.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -657512.437500 Penalty: 4312.888184
	Iteration 8Q: 3 clusters Score -657512.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -657617.562500 Penalty: 4312.888184
	Iteration 9Q: 3 clusters Score -657617.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -657689.062500 Penalty: 4312.888184
	Iteration 10Q: 3 clusters Score -657689.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -657742.937500 Penalty: 4312.888184
	Iteration 11Q: 3 clusters Score -657742.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -657799.812500 Penalty: 4312.888184
	Iteration 12Q: 3 clusters Score -657799.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -657844.187500 Penalty: 4312.888184
	Iteration 13Q: 3 clusters Score -657844.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -657883.062500 Penalty: 4312.888184
	Iteration 14Q: 3 clusters Score -657883.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -657913.187500 Penalty: 4312.888184
	Iteration 15Q: 3 clusters Score -657913.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -657930.812500 Penalty: 4312.888184
	Iteration 16Q: 3 clusters Score -657930.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -657949.437500 Penalty: 4312.888184
	Iteration 17Q: 3 clusters Score -657949.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -657966.500000 Penalty: 4312.888184
	Iteration 18Q: 3 clusters Score -657966.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -657980.750000 Penalty: 4312.888184
	Iteration 19Q: 3 clusters Score -657980.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -657998.562500 Penalty: 4312.888184
	Iteration 20F: 3 clusters Score -657998.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -658008.625000 Penalty: 4312.888184
	Iteration 21Q: 3 clusters Score -658008.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -658014.937500 Penalty: 4312.888184
	Iteration 22Q: 3 clusters Score -658014.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -658022.437500 Penalty: 4312.888184
	Iteration 23Q: 3 clusters Score -658022.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -658027.375000 Penalty: 4312.888184
	Iteration 24Q: 3 clusters Score -658027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -658029.062500 Penalty: 4312.888184
	Iteration 25Q: 3 clusters Score -658029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -658029.750000 Penalty: 4312.888184
	Iteration 26Q: 3 clusters Score -658029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -658031.312500 Penalty: 4312.888184
	Iteration 27Q: 3 clusters Score -658031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -658032.000000 Penalty: 4312.888184
	Iteration 28Q: 3 clusters Score -658032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -658034.000000 Penalty: 4312.888184
	Iteration 29Q: 3 clusters Score -658034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -658035.187500 Penalty: 4312.888184
	Iteration 30Q: 3 clusters Score -658035.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -658035.125000 Penalty: 4312.888184
	Iteration 31Q: 3 clusters Score -658035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -658036.062500 Penalty: 4312.888184
	Iteration 32Q: 3 clusters Score -658036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -658036.062500 Penalty: 4312.888184
	Iteration 33F: 3 clusters Score -658036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -574196.187500 Penalty: 2098.915771
	Iteration 0F: 2 clusters Score -574196.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -569884.250000 Penalty: 4197.831543
	Iteration 0F: 3 clusters Score -569884.2 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -570905.125000 Penalty: 4197.831543
	Iteration 1F: 3 clusters Score -570905.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -571191.375000 Penalty: 4197.831543
	Iteration 2F: 3 clusters Score -571191.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -571469.062500 Penalty: 4197.831543
	Iteration 3F: 3 clusters Score -571469.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -571801.250000 Penalty: 4197.831543
	Iteration 4F: 3 clusters Score -571801.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -572097.250000 Penalty: 4197.831543
	Iteration 5F: 3 clusters Score -572097.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -572337.125000 Penalty: 4197.831543
	Iteration 6F: 3 clusters Score -572337.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -572474.875000 Penalty: 4197.831543
	Iteration 7Q: 3 clusters Score -572474.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -572573.187500 Penalty: 4197.831543
	Iteration 8Q: 3 clusters Score -572573.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -572640.875000 Penalty: 4197.831543
	Iteration 9Q: 3 clusters Score -572640.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -572690.562500 Penalty: 4197.831543
	Iteration 10Q: 3 clusters Score -572690.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -572721.312500 Penalty: 4197.831543
	Iteration 11Q: 3 clusters Score -572721.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -572738.812500 Penalty: 4197.831543
	Iteration 12Q: 3 clusters Score -572738.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -572752.500000 Penalty: 4197.831543
	Iteration 13Q: 3 clusters Score -572752.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -572761.062500 Penalty: 4197.831543
	Iteration 14Q: 3 clusters Score -572761.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -572766.750000 Penalty: 4197.831543
	Iteration 15Q: 3 clusters Score -572766.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -572769.562500 Penalty: 4197.831543
	Iteration 16Q: 3 clusters Score -572769.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -572772.375000 Penalty: 4197.831543
	Iteration 17Q: 3 clusters Score -572772.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -572775.250000 Penalty: 4197.831543
	Iteration 18Q: 3 clusters Score -572775.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -572777.000000 Penalty: 4197.831543
	Iteration 19Q: 3 clusters Score -572777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -572779.437500 Penalty: 4197.831543
	Iteration 20F: 3 clusters Score -572779.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -572781.125000 Penalty: 4197.831543
	Iteration 21Q: 3 clusters Score -572781.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -572784.625000 Penalty: 4197.831543
	Iteration 22Q: 3 clusters Score -572784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -572785.062500 Penalty: 4197.831543
	Iteration 23Q: 3 clusters Score -572785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -572785.312500 Penalty: 4197.831543
	Iteration 24Q: 3 clusters Score -572785.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -572785.312500 Penalty: 4197.831543
	Iteration 25F: 3 clusters Score -572785.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Entering Unmasked Estep 
Score: -990257.437500 Penalty: 2275.970459
	Iteration 0F: 2 clusters Score -990257.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -982739.312500 Penalty: 4551.940918
	Iteration 0F: 3 clusters Score -982739.3 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -985040.937500 Penalty: 4551.940918
	Iteration 1F: 3 clusters Score -985040.9 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -985437.562500 Penalty: 4551.940918
	Iteration 2F: 3 clusters Score -985437.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -985781.000000 Penalty: 4551.940918
	Iteration 3F: 3 clusters Score -985781 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -986070.687500 Penalty: 4551.940918
	Iteration 4F: 3 clusters Score -986070.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -986325.062500 Penalty: 4551.940918
	Iteration 5Q: 3 clusters Score -986325.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -986599.562500 Penalty: 4551.940918
	Iteration 6Q: 3 clusters Score -986599.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -986848.750000 Penalty: 4551.940918
	Iteration 7Q: 3 clusters Score -986848.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -987044.125000 Penalty: 4551.940918
	Iteration 8Q: 3 clusters Score -987044.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -987200.250000 Penalty: 4551.940918
	Iteration 9Q: 3 clusters Score -987200.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -987329.937500 Penalty: 4551.940918
	Iteration 10Q: 3 clusters Score -987329.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -987436.187500 Penalty: 4551.940918
	Iteration 11Q: 3 clusters Score -987436.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -987543.812500 Penalty: 4551.940918
	Iteration 12Q: 3 clusters Score -987543.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -987675.500000 Penalty: 4551.940918
	Iteration 13Q: 3 clusters Score -987675.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -987827.250000 Penalty: 4551.940918
	Iteration 14Q: 3 clusters Score -987827.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -987967.562500 Penalty: 4551.940918
	Iteration 15Q: 3 clusters Score -987967.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -988086.187500 Penalty: 4551.940918
	Iteration 16Q: 3 clusters Score -988086.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -988180.875000 Penalty: 4551.940918
	Iteration 17Q: 3 clusters Score -988180.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -988265.062500 Penalty: 4551.940918
	Iteration 18Q: 3 clusters Score -988265.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -988358.500000 Penalty: 4551.940918
	Iteration 19Q: 3 clusters Score -988358.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -988446.000000 Penalty: 4551.940918
	Iteration 20F: 3 clusters Score -988446 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -988518.062500 Penalty: 4551.940918
	Iteration 21Q: 3 clusters Score -988518.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -988580.875000 Penalty: 4551.940918
	Iteration 22Q: 3 clusters Score -988580.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -988625.125000 Penalty: 4551.940918
	Iteration 23Q: 3 clusters Score -988625.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -988654.312500 Penalty: 4551.940918
	Iteration 24Q: 3 clusters Score -988654.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -988680.250000 Penalty: 4551.940918
	Iteration 25Q: 3 clusters Score -988680.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -988703.187500 Penalty: 4551.940918
	Iteration 26Q: 3 clusters Score -988703.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -988720.250000 Penalty: 4551.940918
	Iteration 27Q: 3 clusters Score -988720.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -988733.937500 Penalty: 4551.940918
	Iteration 28Q: 3 clusters Score -988733.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -988746.937500 Penalty: 4551.940918
	Iteration 29Q: 3 clusters Score -988746.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -988758.687500 Penalty: 4551.940918
	Iteration 30Q: 3 clusters Score -988758.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -988766.937500 Penalty: 4551.940918
	Iteration 31Q: 3 clusters Score -988766.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -988769.750000 Penalty: 4551.940918
	Iteration 32Q: 3 clusters Score -988769.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -988777.437500 Penalty: 4551.940918
	Iteration 33Q: 3 clusters Score -988777.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -988782.187500 Penalty: 4551.940918
	Iteration 34Q: 3 clusters Score -988782.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -988785.812500 Penalty: 4551.940918
	Iteration 35Q: 3 clusters Score -988785.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -988794.062500 Penalty: 4551.940918
	Iteration 36Q: 3 clusters Score -988794.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -988795.937500 Penalty: 4551.940918
	Iteration 37Q: 3 clusters Score -988795.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -988802.000000 Penalty: 4551.940918
	Iteration 38Q: 3 clusters Score -988802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -988805.312500 Penalty: 4551.940918
	Iteration 39Q: 3 clusters Score -988805.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -988808.062500 Penalty: 4551.940918
	Iteration 40F: 3 clusters Score -988808.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -988811.062500 Penalty: 4551.940918
	Iteration 41Q: 3 clusters Score -988811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -988812.562500 Penalty: 4551.940918
	Iteration 42Q: 3 clusters Score -988812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -988812.687500 Penalty: 4551.940918
	Iteration 43Q: 3 clusters Score -988812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -988812.375000 Penalty: 4551.940918
	Iteration 44Q: 3 clusters Score -988812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -988813.875000 Penalty: 4551.940918
	Iteration 45Q: 3 clusters Score -988813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -988814.812500 Penalty: 4551.940918
	Iteration 46Q: 3 clusters Score -988814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -988814.437500 Penalty: 4551.940918
	Iteration 47Q: 3 clusters Score -988814.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -988813.750000 Penalty: 4551.940918
	Iteration 48Q: 3 clusters Score -988813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -988814.375000 Penalty: 4551.940918
	Iteration 49Q: 3 clusters Score -988814.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -988814.375000 Penalty: 4551.940918
	Iteration 50F: 3 clusters Score -988814.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -1140907.250000 Penalty: 2273.186523
	Iteration 0F: 2 clusters Score -1140907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1133504.500000 Penalty: 4546.373047
	Iteration 0F: 3 clusters Score -1133504 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1135634.750000 Penalty: 4546.373047
	Iteration 1F: 3 clusters Score -1135635 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1135973.625000 Penalty: 4546.373047
	Iteration 2F: 3 clusters Score -1135974 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1136244.500000 Penalty: 4546.373047
	Iteration 3F: 3 clusters Score -1136244 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1136532.375000 Penalty: 4546.373047
	Iteration 4F: 3 clusters Score -1136532 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1136833.125000 Penalty: 4546.373047
	Iteration 5Q: 3 clusters Score -1136833 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1137125.375000 Penalty: 4546.373047
	Iteration 6Q: 3 clusters Score -1137125 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1137415.250000 Penalty: 4546.373047
	Iteration 7Q: 3 clusters Score -1137415 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1137693.250000 Penalty: 4546.373047
	Iteration 8Q: 3 clusters Score -1137693 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1137948.750000 Penalty: 4546.373047
	Iteration 9Q: 3 clusters Score -1137949 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1138168.000000 Penalty: 4546.373047
	Iteration 10Q: 3 clusters Score -1138168 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1138347.375000 Penalty: 4546.373047
	Iteration 11Q: 3 clusters Score -1138347 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1138470.875000 Penalty: 4546.373047
	Iteration 12Q: 3 clusters Score -1138471 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1138570.250000 Penalty: 4546.373047
	Iteration 13Q: 3 clusters Score -1138570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1138652.375000 Penalty: 4546.373047
	Iteration 14Q: 3 clusters Score -1138652 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1138723.375000 Penalty: 4546.373047
	Iteration 15Q: 3 clusters Score -1138723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1138776.375000 Penalty: 4546.373047
	Iteration 16Q: 3 clusters Score -1138776 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1138807.500000 Penalty: 4546.373047
	Iteration 17Q: 3 clusters Score -1138808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1138836.625000 Penalty: 4546.373047
	Iteration 18Q: 3 clusters Score -1138837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1138860.125000 Penalty: 4546.373047
	Iteration 19Q: 3 clusters Score -1138860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1138883.000000 Penalty: 4546.373047
	Iteration 20F: 3 clusters Score -1138883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1138905.500000 Penalty: 4546.373047
	Iteration 21Q: 3 clusters Score -1138906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1138919.875000 Penalty: 4546.373047
	Iteration 22Q: 3 clusters Score -1138920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1138931.875000 Penalty: 4546.373047
	Iteration 23Q: 3 clusters Score -1138932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1138945.500000 Penalty: 4546.373047
	Iteration 24Q: 3 clusters Score -1138946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1138954.375000 Penalty: 4546.373047
	Iteration 25Q: 3 clusters Score -1138954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1138964.250000 Penalty: 4546.373047
	Iteration 26Q: 3 clusters Score -1138964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1138969.875000 Penalty: 4546.373047
	Iteration 27Q: 3 clusters Score -1138970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1138976.125000 Penalty: 4546.373047
	Iteration 28Q: 3 clusters Score -1138976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1138978.000000 Penalty: 4546.373047
	Iteration 29Q: 3 clusters Score -1138978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1138981.375000 Penalty: 4546.373047
	Iteration 30Q: 3 clusters Score -1138981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1138985.250000 Penalty: 4546.373047
	Iteration 31Q: 3 clusters Score -1138985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1138984.500000 Penalty: 4546.373047
	Iteration 32Q: 3 clusters Score -1138984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1138986.375000 Penalty: 4546.373047
	Iteration 33Q: 3 clusters Score -1138986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1138989.625000 Penalty: 4546.373047
	Iteration 34Q: 3 clusters Score -1138990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1138991.375000 Penalty: 4546.373047
	Iteration 35Q: 3 clusters Score -1138991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1138993.875000 Penalty: 4546.373047
	Iteration 36Q: 3 clusters Score -1138994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1138995.125000 Penalty: 4546.373047
	Iteration 37Q: 3 clusters Score -1138995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1138995.375000 Penalty: 4546.373047
	Iteration 38Q: 3 clusters Score -1138995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1138997.125000 Penalty: 4546.373047
	Iteration 39Q: 3 clusters Score -1138997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1138997.125000 Penalty: 4546.373047
	Iteration 40F: 3 clusters Score -1138997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Entering Unmasked Estep 
Score: -1946823.500000 Penalty: 2406.015869
	Iteration 0F: 2 clusters Score -1946824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1935057.500000 Penalty: 4812.031738
	Iteration 0F: 3 clusters Score -1935058 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1939035.000000 Penalty: 4812.031738
	Iteration 1F: 3 clusters Score -1939035 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1939621.875000 Penalty: 4812.031738
	Iteration 2F: 3 clusters Score -1939622 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1940307.375000 Penalty: 4812.031738
	Iteration 3F: 3 clusters Score -1940307 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1941128.500000 Penalty: 4812.031738
	Iteration 4F: 3 clusters Score -1941128 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1942031.250000 Penalty: 4812.031738
	Iteration 5F: 3 clusters Score -1942031 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1942889.750000 Penalty: 4812.031738
	Iteration 6F: 3 clusters Score -1942890 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1943525.375000 Penalty: 4812.031738
	Iteration 7F: 3 clusters Score -1943525 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1943882.375000 Penalty: 4812.031738
	Iteration 8Q: 3 clusters Score -1943882 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1944050.375000 Penalty: 4812.031738
	Iteration 9Q: 3 clusters Score -1944050 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1944148.750000 Penalty: 4812.031738
	Iteration 10Q: 3 clusters Score -1944149 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1944209.500000 Penalty: 4812.031738
	Iteration 11Q: 3 clusters Score -1944210 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1944249.875000 Penalty: 4812.031738
	Iteration 12Q: 3 clusters Score -1944250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1944281.625000 Penalty: 4812.031738
	Iteration 13Q: 3 clusters Score -1944282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1944300.125000 Penalty: 4812.031738
	Iteration 14Q: 3 clusters Score -1944300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1944317.250000 Penalty: 4812.031738
	Iteration 15Q: 3 clusters Score -1944317 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1944328.750000 Penalty: 4812.031738
	Iteration 16Q: 3 clusters Score -1944329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1944334.250000 Penalty: 4812.031738
	Iteration 17Q: 3 clusters Score -1944334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1944339.375000 Penalty: 4812.031738
	Iteration 18Q: 3 clusters Score -1944339 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1944344.750000 Penalty: 4812.031738
	Iteration 19Q: 3 clusters Score -1944345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1944353.250000 Penalty: 4812.031738
	Iteration 20F: 3 clusters Score -1944353 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1944358.375000 Penalty: 4812.031738
	Iteration 21Q: 3 clusters Score -1944358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1944364.125000 Penalty: 4812.031738
	Iteration 22Q: 3 clusters Score -1944364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1944368.250000 Penalty: 4812.031738
	Iteration 23Q: 3 clusters Score -1944368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1944374.500000 Penalty: 4812.031738
	Iteration 24Q: 3 clusters Score -1944374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1944377.375000 Penalty: 4812.031738
	Iteration 25Q: 3 clusters Score -1944377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1944383.125000 Penalty: 4812.031738
	Iteration 26Q: 3 clusters Score -1944383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1944382.250000 Penalty: 4812.031738
	Iteration 27Q: 3 clusters Score -1944382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1944385.375000 Penalty: 4812.031738
	Iteration 28Q: 3 clusters Score -1944385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1944383.250000 Penalty: 4812.031738
	Iteration 29Q: 3 clusters Score -1944383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1944394.500000 Penalty: 4812.031738
	Iteration 30Q: 3 clusters Score -1944394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1944398.000000 Penalty: 4812.031738
	Iteration 31Q: 3 clusters Score -1944398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1944401.500000 Penalty: 4812.031738
	Iteration 32Q: 3 clusters Score -1944402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1944400.000000 Penalty: 4812.031738
	Iteration 33Q: 3 clusters Score -1944400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1944403.125000 Penalty: 4812.031738
	Iteration 34Q: 3 clusters Score -1944403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1944405.750000 Penalty: 4812.031738
	Iteration 35Q: 3 clusters Score -1944406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1944409.000000 Penalty: 4812.031738
	Iteration 36Q: 3 clusters Score -1944409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1944409.625000 Penalty: 4812.031738
	Iteration 37Q: 3 clusters Score -1944410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1944409.375000 Penalty: 4812.031738
	Iteration 38Q: 3 clusters Score -1944409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1944415.750000 Penalty: 4812.031738
	Iteration 39Q: 3 clusters Score -1944416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1944413.750000 Penalty: 4812.031738
	Iteration 40F: 3 clusters Score -1944414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1944418.750000 Penalty: 4812.031738
	Iteration 41Q: 3 clusters Score -1944419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1944415.125000 Penalty: 4812.031738
	Iteration 42Q: 3 clusters Score -1944415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1944425.750000 Penalty: 4812.031738
	Iteration 43Q: 3 clusters Score -1944426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1944430.250000 Penalty: 4812.031738
	Iteration 44Q: 3 clusters Score -1944430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1944434.500000 Penalty: 4812.031738
	Iteration 45Q: 3 clusters Score -1944434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1944437.750000 Penalty: 4812.031738
	Iteration 46Q: 3 clusters Score -1944438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1944439.500000 Penalty: 4812.031738
	Iteration 47Q: 3 clusters Score -1944440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1944440.250000 Penalty: 4812.031738
	Iteration 48Q: 3 clusters Score -1944440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1944439.875000 Penalty: 4812.031738
	Iteration 49Q: 3 clusters Score -1944440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1944433.750000 Penalty: 4812.031738
	Iteration 50Q: 3 clusters Score -1944434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1944437.250000 Penalty: 4812.031738
	Iteration 51Q: 3 clusters Score -1944437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1944439.125000 Penalty: 4812.031738
	Iteration 52Q: 3 clusters Score -1944439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1944442.500000 Penalty: 4812.031738
	Iteration 53Q: 3 clusters Score -1944442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1944445.000000 Penalty: 4812.031738
	Iteration 54Q: 3 clusters Score -1944445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1944449.500000 Penalty: 4812.031738
	Iteration 55Q: 3 clusters Score -1944450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1944451.875000 Penalty: 4812.031738
	Iteration 56Q: 3 clusters Score -1944452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1944450.500000 Penalty: 4812.031738
	Iteration 57Q: 3 clusters Score -1944450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1944451.500000 Penalty: 4812.031738
	Iteration 58Q: 3 clusters Score -1944452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1944448.000000 Penalty: 4812.031738
	Iteration 59Q: 3 clusters Score -1944448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1944454.500000 Penalty: 4812.031738
	Iteration 60F: 3 clusters Score -1944454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1944457.250000 Penalty: 4812.031738
	Iteration 61Q: 3 clusters Score -1944457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1944457.750000 Penalty: 4812.031738
	Iteration 62Q: 3 clusters Score -1944458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1944458.250000 Penalty: 4812.031738
	Iteration 63Q: 3 clusters Score -1944458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1944459.875000 Penalty: 4812.031738
	Iteration 64Q: 3 clusters Score -1944460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1944456.875000 Penalty: 4812.031738
	Iteration 65Q: 3 clusters Score -1944457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1944461.375000 Penalty: 4812.031738
	Iteration 66Q: 3 clusters Score -1944461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1944460.875000 Penalty: 4812.031738
	Iteration 67Q: 3 clusters Score -1944461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1944466.250000 Penalty: 4812.031738
	Iteration 68Q: 3 clusters Score -1944466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1944462.875000 Penalty: 4812.031738
	Iteration 69Q: 3 clusters Score -1944463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1944466.375000 Penalty: 4812.031738
	Iteration 70Q: 3 clusters Score -1944466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1944464.500000 Penalty: 4812.031738
	Iteration 71Q: 3 clusters Score -1944464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1944465.125000 Penalty: 4812.031738
	Iteration 72Q: 3 clusters Score -1944465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1944465.500000 Penalty: 4812.031738
	Iteration 73Q: 3 clusters Score -1944466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1944462.000000 Penalty: 4812.031738
	Iteration 74Q: 3 clusters Score -1944462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1944462.500000 Penalty: 4812.031738
	Iteration 75Q: 3 clusters Score -1944462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1944462.500000 Penalty: 4812.031738
	Iteration 76F: 3 clusters Score -1944462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -247975.125000 Penalty: 1893.914551
	Iteration 0F: 2 clusters Score -247975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -245295.562500 Penalty: 3787.829102
	Iteration 0F: 3 clusters Score -245295.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -245758.671875 Penalty: 3787.829102
	Iteration 1F: 3 clusters Score -245758.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -245900.171875 Penalty: 3787.829102
	Iteration 2F: 3 clusters Score -245900.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -245973.234375 Penalty: 3787.829102
	Iteration 3Q: 3 clusters Score -245973.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -246020.421875 Penalty: 3787.829102
	Iteration 4Q: 3 clusters Score -246020.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -246045.156250 Penalty: 3787.829102
	Iteration 5Q: 3 clusters Score -246045.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -246061.531250 Penalty: 3787.829102
	Iteration 6Q: 3 clusters Score -246061.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -246071.500000 Penalty: 3787.829102
	Iteration 7Q: 3 clusters Score -246071.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -246079.734375 Penalty: 3787.829102
	Iteration 8Q: 3 clusters Score -246079.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -246085.296875 Penalty: 3787.829102
	Iteration 9Q: 3 clusters Score -246085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -246089.750000 Penalty: 3787.829102
	Iteration 10Q: 3 clusters Score -246089.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -246093.343750 Penalty: 3787.829102
	Iteration 11Q: 3 clusters Score -246093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -246097.234375 Penalty: 3787.829102
	Iteration 12Q: 3 clusters Score -246097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -246099.843750 Penalty: 3787.829102
	Iteration 13Q: 3 clusters Score -246099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -246104.093750 Penalty: 3787.829102
	Iteration 14Q: 3 clusters Score -246104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -246109.781250 Penalty: 3787.829102
	Iteration 15Q: 3 clusters Score -246109.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -246117.500000 Penalty: 3787.829102
	Iteration 16Q: 3 clusters Score -246117.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -246122.484375 Penalty: 3787.829102
	Iteration 17Q: 3 clusters Score -246122.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -246124.687500 Penalty: 3787.829102
	Iteration 18Q: 3 clusters Score -246124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -246127.265625 Penalty: 3787.829102
	Iteration 19Q: 3 clusters Score -246127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -246128.140625 Penalty: 3787.829102
	Iteration 20F: 3 clusters Score -246128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -246129.578125 Penalty: 3787.829102
	Iteration 21Q: 3 clusters Score -246129.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -246131.484375 Penalty: 3787.829102
	Iteration 22Q: 3 clusters Score -246131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -246132.140625 Penalty: 3787.829102
	Iteration 23Q: 3 clusters Score -246132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -246132.140625 Penalty: 3787.829102
	Iteration 24F: 3 clusters Score -246132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -306385.781250 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -306385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -303285.562500 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -303285.6 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -303909.218750 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -303909.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -304058.687500 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -304058.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -304151.531250 Penalty: 3940.819580
	Iteration 3Q: 3 clusters Score -304151.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -304254.500000 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -304254.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -304407.593750 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -304407.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -304605.562500 Penalty: 3940.819580
	Iteration 6F: 3 clusters Score -304605.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -304813.875000 Penalty: 3940.819580
	Iteration 7F: 3 clusters Score -304813.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -305030.781250 Penalty: 3940.819580
	Iteration 8F: 3 clusters Score -305030.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -305216.687500 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -305216.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -305355.781250 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -305355.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -305454.843750 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -305454.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -305508.437500 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -305508.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -305538.000000 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -305538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -305549.812500 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -305549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -305556.750000 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -305556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -305567.062500 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -305567.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -305573.687500 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -305573.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -305575.937500 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -305575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -305577.750000 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -305577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -305578.562500 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -305578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -305582.406250 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -305582.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -305587.375000 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -305587.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -305597.125000 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -305597.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -305607.312500 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -305607.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -305610.062500 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -305610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -305612.093750 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -305612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -305615.593750 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -305615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -305616.062500 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -305616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -305616.062500 Penalty: 3940.819580
	Iteration 29F: 3 clusters Score -305616.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Entering Unmasked Estep 
Score: -936323.562500 Penalty: 2222.259766
	Iteration 0F: 2 clusters Score -936323.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -930111.500000 Penalty: 4444.519531
	Iteration 0F: 3 clusters Score -930111.5 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -931932.750000 Penalty: 4444.519531
	Iteration 1F: 3 clusters Score -931932.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -932537.250000 Penalty: 4444.519531
	Iteration 2F: 3 clusters Score -932537.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -933235.875000 Penalty: 4444.519531
	Iteration 3F: 3 clusters Score -933235.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -933880.000000 Penalty: 4444.519531
	Iteration 4F: 3 clusters Score -933880 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -934474.812500 Penalty: 4444.519531
	Iteration 5F: 3 clusters Score -934474.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -934850.750000 Penalty: 4444.519531
	Iteration 6F: 3 clusters Score -934850.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -935080.312500 Penalty: 4444.519531
	Iteration 7Q: 3 clusters Score -935080.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -935226.375000 Penalty: 4444.519531
	Iteration 8Q: 3 clusters Score -935226.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -935320.187500 Penalty: 4444.519531
	Iteration 9Q: 3 clusters Score -935320.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -935400.812500 Penalty: 4444.519531
	Iteration 10Q: 3 clusters Score -935400.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -935470.437500 Penalty: 4444.519531
	Iteration 11Q: 3 clusters Score -935470.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -935543.312500 Penalty: 4444.519531
	Iteration 12Q: 3 clusters Score -935543.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -935621.000000 Penalty: 4444.519531
	Iteration 13Q: 3 clusters Score -935621 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -935684.312500 Penalty: 4444.519531
	Iteration 14Q: 3 clusters Score -935684.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -935758.812500 Penalty: 4444.519531
	Iteration 15Q: 3 clusters Score -935758.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -935845.687500 Penalty: 4444.519531
	Iteration 16Q: 3 clusters Score -935845.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -935945.750000 Penalty: 4444.519531
	Iteration 17Q: 3 clusters Score -935945.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -936034.937500 Penalty: 4444.519531
	Iteration 18Q: 3 clusters Score -936034.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -936096.812500 Penalty: 4444.519531
	Iteration 19Q: 3 clusters Score -936096.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -936138.687500 Penalty: 4444.519531
	Iteration 20F: 3 clusters Score -936138.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -936168.500000 Penalty: 4444.519531
	Iteration 21Q: 3 clusters Score -936168.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -936191.062500 Penalty: 4444.519531
	Iteration 22Q: 3 clusters Score -936191.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -936201.375000 Penalty: 4444.519531
	Iteration 23Q: 3 clusters Score -936201.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -936212.562500 Penalty: 4444.519531
	Iteration 24Q: 3 clusters Score -936212.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -936221.750000 Penalty: 4444.519531
	Iteration 25Q: 3 clusters Score -936221.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -936227.250000 Penalty: 4444.519531
	Iteration 26Q: 3 clusters Score -936227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -936230.000000 Penalty: 4444.519531
	Iteration 27Q: 3 clusters Score -936230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -936232.437500 Penalty: 4444.519531
	Iteration 28Q: 3 clusters Score -936232.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -936237.187500 Penalty: 4444.519531
	Iteration 29Q: 3 clusters Score -936237.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -936242.125000 Penalty: 4444.519531
	Iteration 30Q: 3 clusters Score -936242.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -936248.875000 Penalty: 4444.519531
	Iteration 31Q: 3 clusters Score -936248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -936259.312500 Penalty: 4444.519531
	Iteration 32Q: 3 clusters Score -936259.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -936270.312500 Penalty: 4444.519531
	Iteration 33Q: 3 clusters Score -936270.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -936278.812500 Penalty: 4444.519531
	Iteration 34Q: 3 clusters Score -936278.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -936286.375000 Penalty: 4444.519531
	Iteration 35Q: 3 clusters Score -936286.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -936293.250000 Penalty: 4444.519531
	Iteration 36Q: 3 clusters Score -936293.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -936300.062500 Penalty: 4444.519531
	Iteration 37Q: 3 clusters Score -936300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -936303.750000 Penalty: 4444.519531
	Iteration 38Q: 3 clusters Score -936303.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -936305.812500 Penalty: 4444.519531
	Iteration 39Q: 3 clusters Score -936305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -936308.437500 Penalty: 4444.519531
	Iteration 40F: 3 clusters Score -936308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -936308.750000 Penalty: 4444.519531
	Iteration 41Q: 3 clusters Score -936308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -936310.375000 Penalty: 4444.519531
	Iteration 42Q: 3 clusters Score -936310.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -936309.187500 Penalty: 4444.519531
	Iteration 43Q: 3 clusters Score -936309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -936309.875000 Penalty: 4444.519531
	Iteration 44Q: 3 clusters Score -936309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -936309.562500 Penalty: 4444.519531
	Iteration 45Q: 3 clusters Score -936309.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -936310.375000 Penalty: 4444.519531
	Iteration 46Q: 3 clusters Score -936310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -936310.375000 Penalty: 4444.519531
	Iteration 47F: 3 clusters Score -936310.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -409539.468750 Penalty: 2024.304077
	Iteration 0F: 2 clusters Score -409539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -405982.000000 Penalty: 4048.608154
	Iteration 0F: 3 clusters Score -405982 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -406753.906250 Penalty: 4048.608154
	Iteration 1F: 3 clusters Score -406753.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -406964.687500 Penalty: 4048.608154
	Iteration 2F: 3 clusters Score -406964.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -407140.312500 Penalty: 4048.608154
	Iteration 3F: 3 clusters Score -407140.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -407329.625000 Penalty: 4048.608154
	Iteration 4F: 3 clusters Score -407329.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -407522.218750 Penalty: 4048.608154
	Iteration 5F: 3 clusters Score -407522.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -407677.843750 Penalty: 4048.608154
	Iteration 6Q: 3 clusters Score -407677.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -407804.000000 Penalty: 4048.608154
	Iteration 7Q: 3 clusters Score -407804 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -407894.906250 Penalty: 4048.608154
	Iteration 8Q: 3 clusters Score -407894.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -407979.312500 Penalty: 4048.608154
	Iteration 9Q: 3 clusters Score -407979.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -408055.437500 Penalty: 4048.608154
	Iteration 10Q: 3 clusters Score -408055.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -408101.218750 Penalty: 4048.608154
	Iteration 11Q: 3 clusters Score -408101.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -408138.281250 Penalty: 4048.608154
	Iteration 12Q: 3 clusters Score -408138.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -408160.875000 Penalty: 4048.608154
	Iteration 13Q: 3 clusters Score -408160.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -408172.406250 Penalty: 4048.608154
	Iteration 14Q: 3 clusters Score -408172.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -408183.656250 Penalty: 4048.608154
	Iteration 15Q: 3 clusters Score -408183.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -408195.937500 Penalty: 4048.608154
	Iteration 16Q: 3 clusters Score -408195.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -408203.000000 Penalty: 4048.608154
	Iteration 17Q: 3 clusters Score -408203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -408211.843750 Penalty: 4048.608154
	Iteration 18Q: 3 clusters Score -408211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -408215.531250 Penalty: 4048.608154
	Iteration 19Q: 3 clusters Score -408215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -408219.468750 Penalty: 4048.608154
	Iteration 20F: 3 clusters Score -408219.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -408223.312500 Penalty: 4048.608154
	Iteration 21Q: 3 clusters Score -408223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -408226.718750 Penalty: 4048.608154
	Iteration 22Q: 3 clusters Score -408226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -408230.031250 Penalty: 4048.608154
	Iteration 23Q: 3 clusters Score -408230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -408232.218750 Penalty: 4048.608154
	Iteration 24Q: 3 clusters Score -408232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -408235.718750 Penalty: 4048.608154
	Iteration 25Q: 3 clusters Score -408235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -408238.250000 Penalty: 4048.608154
	Iteration 26Q: 3 clusters Score -408238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -408238.625000 Penalty: 4048.608154
	Iteration 27Q: 3 clusters Score -408238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -408241.187500 Penalty: 4048.608154
	Iteration 28Q: 3 clusters Score -408241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -408243.437500 Penalty: 4048.608154
	Iteration 29Q: 3 clusters Score -408243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -408245.468750 Penalty: 4048.608154
	Iteration 30Q: 3 clusters Score -408245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -408246.343750 Penalty: 4048.608154
	Iteration 31Q: 3 clusters Score -408246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -408247.156250 Penalty: 4048.608154
	Iteration 32Q: 3 clusters Score -408247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -408247.843750 Penalty: 4048.608154
	Iteration 33Q: 3 clusters Score -408247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -408247.843750 Penalty: 4048.608154
	Iteration 34F: 3 clusters Score -408247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Entering Unmasked Estep 
Score: -1068992.625000 Penalty: 2269.530518
	Iteration 0F: 2 clusters Score -1068993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1061731.500000 Penalty: 4539.061035
	Iteration 0F: 3 clusters Score -1061732 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1063877.500000 Penalty: 4539.061035
	Iteration 1F: 3 clusters Score -1063878 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1064207.125000 Penalty: 4539.061035
	Iteration 2F: 3 clusters Score -1064207 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1064457.250000 Penalty: 4539.061035
	Iteration 3F: 3 clusters Score -1064457 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1064663.375000 Penalty: 4539.061035
	Iteration 4Q: 3 clusters Score -1064663 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1064829.000000 Penalty: 4539.061035
	Iteration 5Q: 3 clusters Score -1064829 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1065011.000000 Penalty: 4539.061035
	Iteration 6Q: 3 clusters Score -1065011 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1065209.375000 Penalty: 4539.061035
	Iteration 7Q: 3 clusters Score -1065209 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1065434.375000 Penalty: 4539.061035
	Iteration 8Q: 3 clusters Score -1065434 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1065634.875000 Penalty: 4539.061035
	Iteration 9Q: 3 clusters Score -1065635 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1065817.625000 Penalty: 4539.061035
	Iteration 10Q: 3 clusters Score -1065818 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1065999.250000 Penalty: 4539.061035
	Iteration 11Q: 3 clusters Score -1065999 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1066161.250000 Penalty: 4539.061035
	Iteration 12Q: 3 clusters Score -1066161 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1066325.000000 Penalty: 4539.061035
	Iteration 13Q: 3 clusters Score -1066325 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1066466.125000 Penalty: 4539.061035
	Iteration 14Q: 3 clusters Score -1066466 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1066577.375000 Penalty: 4539.061035
	Iteration 15Q: 3 clusters Score -1066577 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1066672.000000 Penalty: 4539.061035
	Iteration 16Q: 3 clusters Score -1066672 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1066736.625000 Penalty: 4539.061035
	Iteration 17Q: 3 clusters Score -1066737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1066780.625000 Penalty: 4539.061035
	Iteration 18Q: 3 clusters Score -1066781 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1066816.375000 Penalty: 4539.061035
	Iteration 19Q: 3 clusters Score -1066816 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1066839.875000 Penalty: 4539.061035
	Iteration 20F: 3 clusters Score -1066840 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1066859.250000 Penalty: 4539.061035
	Iteration 21Q: 3 clusters Score -1066859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1066869.125000 Penalty: 4539.061035
	Iteration 22Q: 3 clusters Score -1066869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1066878.125000 Penalty: 4539.061035
	Iteration 23Q: 3 clusters Score -1066878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1066879.625000 Penalty: 4539.061035
	Iteration 24Q: 3 clusters Score -1066880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1066888.750000 Penalty: 4539.061035
	Iteration 25Q: 3 clusters Score -1066889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1066893.250000 Penalty: 4539.061035
	Iteration 26Q: 3 clusters Score -1066893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1066899.875000 Penalty: 4539.061035
	Iteration 27Q: 3 clusters Score -1066900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1066904.250000 Penalty: 4539.061035
	Iteration 28Q: 3 clusters Score -1066904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1066907.625000 Penalty: 4539.061035
	Iteration 29Q: 3 clusters Score -1066908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1066911.625000 Penalty: 4539.061035
	Iteration 30Q: 3 clusters Score -1066912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1066912.250000 Penalty: 4539.061035
	Iteration 31Q: 3 clusters Score -1066912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1066913.500000 Penalty: 4539.061035
	Iteration 32Q: 3 clusters Score -1066914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1066914.000000 Penalty: 4539.061035
	Iteration 33Q: 3 clusters Score -1066914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1066915.500000 Penalty: 4539.061035
	Iteration 34Q: 3 clusters Score -1066916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1066917.500000 Penalty: 4539.061035
	Iteration 35Q: 3 clusters Score -1066918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1066917.250000 Penalty: 4539.061035
	Iteration 36Q: 3 clusters Score -1066917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1066921.000000 Penalty: 4539.061035
	Iteration 37Q: 3 clusters Score -1066921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1066920.625000 Penalty: 4539.061035
	Iteration 38Q: 3 clusters Score -1066921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1066920.125000 Penalty: 4539.061035
	Iteration 39Q: 3 clusters Score -1066920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1066919.875000 Penalty: 4539.061035
	Iteration 40F: 3 clusters Score -1066920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1066920.125000 Penalty: 4539.061035
	Iteration 41Q: 3 clusters Score -1066920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1066918.250000 Penalty: 4539.061035
	Iteration 42Q: 3 clusters Score -1066918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1066922.625000 Penalty: 4539.061035
	Iteration 43Q: 3 clusters Score -1066923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1066922.250000 Penalty: 4539.061035
	Iteration 44Q: 3 clusters Score -1066922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1066922.000000 Penalty: 4539.061035
	Iteration 45Q: 3 clusters Score -1066922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1066920.750000 Penalty: 4539.061035
	Iteration 46Q: 3 clusters Score -1066921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1066924.125000 Penalty: 4539.061035
	Iteration 47Q: 3 clusters Score -1066924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1066923.000000 Penalty: 4539.061035
	Iteration 48Q: 3 clusters Score -1066923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1066924.000000 Penalty: 4539.061035
	Iteration 49Q: 3 clusters Score -1066924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1066924.125000 Penalty: 4539.061035
	Iteration 50Q: 3 clusters Score -1066924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1066926.625000 Penalty: 4539.061035
	Iteration 51Q: 3 clusters Score -1066927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1066927.000000 Penalty: 4539.061035
	Iteration 52Q: 3 clusters Score -1066927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1066925.500000 Penalty: 4539.061035
	Iteration 53Q: 3 clusters Score -1066926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1066925.500000 Penalty: 4539.061035
	Iteration 54Q: 3 clusters Score -1066926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1066927.625000 Penalty: 4539.061035
	Iteration 55Q: 3 clusters Score -1066928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1066928.375000 Penalty: 4539.061035
	Iteration 56Q: 3 clusters Score -1066928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1066929.500000 Penalty: 4539.061035
	Iteration 57Q: 3 clusters Score -1066930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1066929.625000 Penalty: 4539.061035
	Iteration 58Q: 3 clusters Score -1066930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1066929.625000 Penalty: 4539.061035
	Iteration 59F: 3 clusters Score -1066930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Entering Unmasked Estep 
Score: -3100510.500000 Penalty: 2518.224121
	Iteration 0F: 2 clusters Score -3100510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3082717.500000 Penalty: 5036.448242
	Iteration 0F: 3 clusters Score -3082718 nChanged 11584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -3089119.000000 Penalty: 5036.448242
	Iteration 1F: 3 clusters Score -3089119 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3089574.000000 Penalty: 5036.448242
	Iteration 2Q: 3 clusters Score -3089574 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3090005.000000 Penalty: 5036.448242
	Iteration 3Q: 3 clusters Score -3090005 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -3090517.000000 Penalty: 5036.448242
	Iteration 4Q: 3 clusters Score -3090517 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3090996.000000 Penalty: 5036.448242
	Iteration 5Q: 3 clusters Score -3090996 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3091515.750000 Penalty: 5036.448242
	Iteration 6Q: 3 clusters Score -3091516 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3092118.000000 Penalty: 5036.448242
	Iteration 7Q: 3 clusters Score -3092118 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3092707.750000 Penalty: 5036.448242
	Iteration 8Q: 3 clusters Score -3092708 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -3093281.500000 Penalty: 5036.448242
	Iteration 9Q: 3 clusters Score -3093282 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -3093964.500000 Penalty: 5036.448242
	Iteration 10Q: 3 clusters Score -3093964 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3094836.250000 Penalty: 5036.448242
	Iteration 11Q: 3 clusters Score -3094836 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -3096040.250000 Penalty: 5036.448242
	Iteration 12Q: 3 clusters Score -3096040 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3097339.000000 Penalty: 5036.448242
	Iteration 13F: 3 clusters Score -3097339 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3098294.250000 Penalty: 5036.448242
	Iteration 14Q: 3 clusters Score -3098294 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3098951.250000 Penalty: 5036.448242
	Iteration 15Q: 3 clusters Score -3098951 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3099366.500000 Penalty: 5036.448242
	Iteration 16Q: 3 clusters Score -3099366 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -3099587.250000 Penalty: 5036.448242
	Iteration 17Q: 3 clusters Score -3099587 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3099764.250000 Penalty: 5036.448242
	Iteration 18Q: 3 clusters Score -3099764 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3099888.500000 Penalty: 5036.448242
	Iteration 19Q: 3 clusters Score -3099888 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -3099979.500000 Penalty: 5036.448242
	Iteration 20F: 3 clusters Score -3099980 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3100064.250000 Penalty: 5036.448242
	Iteration 21Q: 3 clusters Score -3100064 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3100151.500000 Penalty: 5036.448242
	Iteration 22Q: 3 clusters Score -3100152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -3100216.500000 Penalty: 5036.448242
	Iteration 23Q: 3 clusters Score -3100216 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3100255.500000 Penalty: 5036.448242
	Iteration 24Q: 3 clusters Score -3100256 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3100293.000000 Penalty: 5036.448242
	Iteration 25Q: 3 clusters Score -3100293 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -3100327.250000 Penalty: 5036.448242
	Iteration 26Q: 3 clusters Score -3100327 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -3100358.000000 Penalty: 5036.448242
	Iteration 27Q: 3 clusters Score -3100358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3100381.250000 Penalty: 5036.448242
	Iteration 28Q: 3 clusters Score -3100381 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3100407.250000 Penalty: 5036.448242
	Iteration 29Q: 3 clusters Score -3100407 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3100420.750000 Penalty: 5036.448242
	Iteration 30Q: 3 clusters Score -3100421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3100430.250000 Penalty: 5036.448242
	Iteration 31Q: 3 clusters Score -3100430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3100434.000000 Penalty: 5036.448242
	Iteration 32Q: 3 clusters Score -3100434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3100443.500000 Penalty: 5036.448242
	Iteration 33Q: 3 clusters Score -3100444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3100445.250000 Penalty: 5036.448242
	Iteration 34Q: 3 clusters Score -3100445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3100447.000000 Penalty: 5036.448242
	Iteration 35Q: 3 clusters Score -3100447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3100445.500000 Penalty: 5036.448242
	Iteration 36Q: 3 clusters Score -3100446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3100450.000000 Penalty: 5036.448242
	Iteration 37Q: 3 clusters Score -3100450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3100459.000000 Penalty: 5036.448242
	Iteration 38Q: 3 clusters Score -3100459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3100458.250000 Penalty: 5036.448242
	Iteration 39Q: 3 clusters Score -3100458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3100458.750000 Penalty: 5036.448242
	Iteration 40F: 3 clusters Score -3100459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -3100458.250000 Penalty: 5036.448242
	Iteration 41Q: 3 clusters Score -3100458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3100460.250000 Penalty: 5036.448242
	Iteration 42Q: 3 clusters Score -3100460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3100457.250000 Penalty: 5036.448242
	Iteration 43Q: 3 clusters Score -3100457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3100457.250000 Penalty: 5036.448242
	Iteration 44F: 3 clusters Score -3100457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -923793.062500 Penalty: 2268.000000
	Iteration 0F: 2 clusters Score -923793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -916566.125000 Penalty: 4536.000000
	Iteration 0F: 3 clusters Score -916566.1 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -918693.750000 Penalty: 4536.000000
	Iteration 1F: 3 clusters Score -918693.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -919183.312500 Penalty: 4536.000000
	Iteration 2F: 3 clusters Score -919183.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -919570.625000 Penalty: 4536.000000
	Iteration 3F: 3 clusters Score -919570.6 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -919976.687500 Penalty: 4536.000000
	Iteration 4F: 3 clusters Score -919976.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -920339.375000 Penalty: 4536.000000
	Iteration 5F: 3 clusters Score -920339.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -920657.375000 Penalty: 4536.000000
	Iteration 6F: 3 clusters Score -920657.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -920934.187500 Penalty: 4536.000000
	Iteration 7Q: 3 clusters Score -920934.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -921120.437500 Penalty: 4536.000000
	Iteration 8Q: 3 clusters Score -921120.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -921268.937500 Penalty: 4536.000000
	Iteration 9Q: 3 clusters Score -921268.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -921379.375000 Penalty: 4536.000000
	Iteration 10Q: 3 clusters Score -921379.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -921460.375000 Penalty: 4536.000000
	Iteration 11Q: 3 clusters Score -921460.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -921538.687500 Penalty: 4536.000000
	Iteration 12Q: 3 clusters Score -921538.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -921608.562500 Penalty: 4536.000000
	Iteration 13Q: 3 clusters Score -921608.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -921661.750000 Penalty: 4536.000000
	Iteration 14Q: 3 clusters Score -921661.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -921707.000000 Penalty: 4536.000000
	Iteration 15Q: 3 clusters Score -921707 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -921754.562500 Penalty: 4536.000000
	Iteration 16Q: 3 clusters Score -921754.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -921783.250000 Penalty: 4536.000000
	Iteration 17Q: 3 clusters Score -921783.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -921812.250000 Penalty: 4536.000000
	Iteration 18Q: 3 clusters Score -921812.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -921830.562500 Penalty: 4536.000000
	Iteration 19Q: 3 clusters Score -921830.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -921855.062500 Penalty: 4536.000000
	Iteration 20F: 3 clusters Score -921855.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -921879.375000 Penalty: 4536.000000
	Iteration 21Q: 3 clusters Score -921879.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -921894.750000 Penalty: 4536.000000
	Iteration 22Q: 3 clusters Score -921894.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -921908.500000 Penalty: 4536.000000
	Iteration 23Q: 3 clusters Score -921908.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -921920.812500 Penalty: 4536.000000
	Iteration 24Q: 3 clusters Score -921920.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -921932.312500 Penalty: 4536.000000
	Iteration 25Q: 3 clusters Score -921932.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -921943.687500 Penalty: 4536.000000
	Iteration 26Q: 3 clusters Score -921943.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -921955.937500 Penalty: 4536.000000
	Iteration 27Q: 3 clusters Score -921955.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -921962.250000 Penalty: 4536.000000
	Iteration 28Q: 3 clusters Score -921962.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -921965.250000 Penalty: 4536.000000
	Iteration 29Q: 3 clusters Score -921965.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -921968.437500 Penalty: 4536.000000
	Iteration 30Q: 3 clusters Score -921968.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -921975.000000 Penalty: 4536.000000
	Iteration 31Q: 3 clusters Score -921975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -921984.750000 Penalty: 4536.000000
	Iteration 32Q: 3 clusters Score -921984.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -921986.500000 Penalty: 4536.000000
	Iteration 33Q: 3 clusters Score -921986.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -921991.000000 Penalty: 4536.000000
	Iteration 34Q: 3 clusters Score -921991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -921997.187500 Penalty: 4536.000000
	Iteration 35Q: 3 clusters Score -921997.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -921996.750000 Penalty: 4536.000000
	Iteration 36Q: 3 clusters Score -921996.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -922003.500000 Penalty: 4536.000000
	Iteration 37Q: 3 clusters Score -922003.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -922010.875000 Penalty: 4536.000000
	Iteration 38Q: 3 clusters Score -922010.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -922011.375000 Penalty: 4536.000000
	Iteration 39Q: 3 clusters Score -922011.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -922013.500000 Penalty: 4536.000000
	Iteration 40F: 3 clusters Score -922013.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -922012.437500 Penalty: 4536.000000
	Iteration 41Q: 3 clusters Score -922012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -922014.750000 Penalty: 4536.000000
	Iteration 42Q: 3 clusters Score -922014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -922018.125000 Penalty: 4536.000000
	Iteration 43Q: 3 clusters Score -922018.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -922018.812500 Penalty: 4536.000000
	Iteration 44Q: 3 clusters Score -922018.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -922018.687500 Penalty: 4536.000000
	Iteration 45Q: 3 clusters Score -922018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -922017.250000 Penalty: 4536.000000
	Iteration 46Q: 3 clusters Score -922017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -922019.000000 Penalty: 4536.000000
	Iteration 47Q: 3 clusters Score -922019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -922019.750000 Penalty: 4536.000000
	Iteration 48Q: 3 clusters Score -922019.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -922023.125000 Penalty: 4536.000000
	Iteration 49Q: 3 clusters Score -922023.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -922023.250000 Penalty: 4536.000000
	Iteration 50Q: 3 clusters Score -922023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -922023.000000 Penalty: 4536.000000
	Iteration 51Q: 3 clusters Score -922023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -922022.187500 Penalty: 4536.000000
	Iteration 52Q: 3 clusters Score -922022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -922021.125000 Penalty: 4536.000000
	Iteration 53Q: 3 clusters Score -922021.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -922023.125000 Penalty: 4536.000000
	Iteration 54Q: 3 clusters Score -922023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -922023.125000 Penalty: 4536.000000
	Iteration 55F: 3 clusters Score -922023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Entering Unmasked Estep 
Score: -2027404.125000 Penalty: 2417.837402
	Iteration 0F: 2 clusters Score -2027404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2015196.625000 Penalty: 4835.674805
	Iteration 0F: 3 clusters Score -2015197 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2019498.875000 Penalty: 4835.674805
	Iteration 1F: 3 clusters Score -2019499 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2020135.000000 Penalty: 4835.674805
	Iteration 2F: 3 clusters Score -2020135 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2020723.250000 Penalty: 4835.674805
	Iteration 3F: 3 clusters Score -2020723 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2021300.000000 Penalty: 4835.674805
	Iteration 4F: 3 clusters Score -2021300 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2021922.375000 Penalty: 4835.674805
	Iteration 5F: 3 clusters Score -2021922 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2022542.625000 Penalty: 4835.674805
	Iteration 6F: 3 clusters Score -2022543 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2023114.500000 Penalty: 4835.674805
	Iteration 7F: 3 clusters Score -2023114 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2023633.250000 Penalty: 4835.674805
	Iteration 8Q: 3 clusters Score -2023633 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2024106.125000 Penalty: 4835.674805
	Iteration 9Q: 3 clusters Score -2024106 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2024614.875000 Penalty: 4835.674805
	Iteration 10Q: 3 clusters Score -2024615 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2025119.000000 Penalty: 4835.674805
	Iteration 11Q: 3 clusters Score -2025119 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2025445.000000 Penalty: 4835.674805
	Iteration 12Q: 3 clusters Score -2025445 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2025616.000000 Penalty: 4835.674805
	Iteration 13Q: 3 clusters Score -2025616 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2025719.875000 Penalty: 4835.674805
	Iteration 14Q: 3 clusters Score -2025720 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2025781.250000 Penalty: 4835.674805
	Iteration 15Q: 3 clusters Score -2025781 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2025840.375000 Penalty: 4835.674805
	Iteration 16Q: 3 clusters Score -2025840 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2025889.000000 Penalty: 4835.674805
	Iteration 17Q: 3 clusters Score -2025889 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2025931.000000 Penalty: 4835.674805
	Iteration 18Q: 3 clusters Score -2025931 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2025950.500000 Penalty: 4835.674805
	Iteration 19Q: 3 clusters Score -2025950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2025971.625000 Penalty: 4835.674805
	Iteration 20F: 3 clusters Score -2025972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2025990.250000 Penalty: 4835.674805
	Iteration 21Q: 3 clusters Score -2025990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2026009.500000 Penalty: 4835.674805
	Iteration 22Q: 3 clusters Score -2026010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2026029.375000 Penalty: 4835.674805
	Iteration 23Q: 3 clusters Score -2026029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2026047.750000 Penalty: 4835.674805
	Iteration 24Q: 3 clusters Score -2026048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2026062.125000 Penalty: 4835.674805
	Iteration 25Q: 3 clusters Score -2026062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2026073.500000 Penalty: 4835.674805
	Iteration 26Q: 3 clusters Score -2026074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2026087.125000 Penalty: 4835.674805
	Iteration 27Q: 3 clusters Score -2026087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2026097.625000 Penalty: 4835.674805
	Iteration 28Q: 3 clusters Score -2026098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2026106.375000 Penalty: 4835.674805
	Iteration 29Q: 3 clusters Score -2026106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2026126.375000 Penalty: 4835.674805
	Iteration 30Q: 3 clusters Score -2026126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2026136.875000 Penalty: 4835.674805
	Iteration 31Q: 3 clusters Score -2026137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2026149.250000 Penalty: 4835.674805
	Iteration 32Q: 3 clusters Score -2026149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2026156.500000 Penalty: 4835.674805
	Iteration 33Q: 3 clusters Score -2026156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2026167.125000 Penalty: 4835.674805
	Iteration 34Q: 3 clusters Score -2026167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2026172.500000 Penalty: 4835.674805
	Iteration 35Q: 3 clusters Score -2026172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2026178.500000 Penalty: 4835.674805
	Iteration 36Q: 3 clusters Score -2026178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2026181.000000 Penalty: 4835.674805
	Iteration 37Q: 3 clusters Score -2026181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2026187.750000 Penalty: 4835.674805
	Iteration 38Q: 3 clusters Score -2026188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2026189.000000 Penalty: 4835.674805
	Iteration 39Q: 3 clusters Score -2026189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2026188.875000 Penalty: 4835.674805
	Iteration 40F: 3 clusters Score -2026189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2026199.625000 Penalty: 4835.674805
	Iteration 41Q: 3 clusters Score -2026200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2026206.000000 Penalty: 4835.674805
	Iteration 42Q: 3 clusters Score -2026206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2026211.875000 Penalty: 4835.674805
	Iteration 43Q: 3 clusters Score -2026212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2026226.000000 Penalty: 4835.674805
	Iteration 44Q: 3 clusters Score -2026226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2026231.750000 Penalty: 4835.674805
	Iteration 45Q: 3 clusters Score -2026232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2026237.125000 Penalty: 4835.674805
	Iteration 46Q: 3 clusters Score -2026237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2026230.875000 Penalty: 4835.674805
	Iteration 47Q: 3 clusters Score -2026231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2026235.375000 Penalty: 4835.674805
	Iteration 48Q: 3 clusters Score -2026235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2026235.625000 Penalty: 4835.674805
	Iteration 49Q: 3 clusters Score -2026236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2026238.000000 Penalty: 4835.674805
	Iteration 50Q: 3 clusters Score -2026238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2026238.125000 Penalty: 4835.674805
	Iteration 51Q: 3 clusters Score -2026238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2026239.125000 Penalty: 4835.674805
	Iteration 52Q: 3 clusters Score -2026239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2026238.875000 Penalty: 4835.674805
	Iteration 53Q: 3 clusters Score -2026239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2026240.250000 Penalty: 4835.674805
	Iteration 54Q: 3 clusters Score -2026240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2026242.500000 Penalty: 4835.674805
	Iteration 55Q: 3 clusters Score -2026242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2026241.875000 Penalty: 4835.674805
	Iteration 56Q: 3 clusters Score -2026242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2026241.375000 Penalty: 4835.674805
	Iteration 57Q: 3 clusters Score -2026241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2026242.125000 Penalty: 4835.674805
	Iteration 58Q: 3 clusters Score -2026242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2026241.875000 Penalty: 4835.674805
	Iteration 59Q: 3 clusters Score -2026242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2026241.875000 Penalty: 4835.674805
	Iteration 60F: 3 clusters Score -2026242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Entering Unmasked Estep 
Score: -1203993.875000 Penalty: 2314.254883
	Iteration 0F: 2 clusters Score -1203994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1195587.250000 Penalty: 4628.509766
	Iteration 0F: 3 clusters Score -1195587 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1198434.875000 Penalty: 4628.509766
	Iteration 1F: 3 clusters Score -1198435 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1199108.750000 Penalty: 4628.509766
	Iteration 2F: 3 clusters Score -1199109 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1199627.375000 Penalty: 4628.509766
	Iteration 3F: 3 clusters Score -1199627 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1200094.250000 Penalty: 4628.509766
	Iteration 4F: 3 clusters Score -1200094 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1200422.250000 Penalty: 4628.509766
	Iteration 5F: 3 clusters Score -1200422 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1200650.125000 Penalty: 4628.509766
	Iteration 6Q: 3 clusters Score -1200650 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1200832.625000 Penalty: 4628.509766
	Iteration 7Q: 3 clusters Score -1200833 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1200984.375000 Penalty: 4628.509766
	Iteration 8Q: 3 clusters Score -1200984 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1201103.250000 Penalty: 4628.509766
	Iteration 9Q: 3 clusters Score -1201103 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1201232.375000 Penalty: 4628.509766
	Iteration 10Q: 3 clusters Score -1201232 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1201366.875000 Penalty: 4628.509766
	Iteration 11Q: 3 clusters Score -1201367 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1201475.375000 Penalty: 4628.509766
	Iteration 12Q: 3 clusters Score -1201475 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1201577.125000 Penalty: 4628.509766
	Iteration 13Q: 3 clusters Score -1201577 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1201684.125000 Penalty: 4628.509766
	Iteration 14Q: 3 clusters Score -1201684 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1201779.125000 Penalty: 4628.509766
	Iteration 15Q: 3 clusters Score -1201779 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1201863.000000 Penalty: 4628.509766
	Iteration 16Q: 3 clusters Score -1201863 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1201920.125000 Penalty: 4628.509766
	Iteration 17Q: 3 clusters Score -1201920 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1201969.625000 Penalty: 4628.509766
	Iteration 18Q: 3 clusters Score -1201970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1202007.500000 Penalty: 4628.509766
	Iteration 19Q: 3 clusters Score -1202008 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1202052.250000 Penalty: 4628.509766
	Iteration 20F: 3 clusters Score -1202052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1202096.250000 Penalty: 4628.509766
	Iteration 21Q: 3 clusters Score -1202096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1202131.625000 Penalty: 4628.509766
	Iteration 22Q: 3 clusters Score -1202132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1202167.625000 Penalty: 4628.509766
	Iteration 23Q: 3 clusters Score -1202168 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1202209.625000 Penalty: 4628.509766
	Iteration 24Q: 3 clusters Score -1202210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1202256.625000 Penalty: 4628.509766
	Iteration 25Q: 3 clusters Score -1202257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1202284.125000 Penalty: 4628.509766
	Iteration 26Q: 3 clusters Score -1202284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1202328.250000 Penalty: 4628.509766
	Iteration 27Q: 3 clusters Score -1202328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1202356.500000 Penalty: 4628.509766
	Iteration 28Q: 3 clusters Score -1202356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1202383.750000 Penalty: 4628.509766
	Iteration 29Q: 3 clusters Score -1202384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1202413.375000 Penalty: 4628.509766
	Iteration 30Q: 3 clusters Score -1202413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1202447.125000 Penalty: 4628.509766
	Iteration 31Q: 3 clusters Score -1202447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1202471.625000 Penalty: 4628.509766
	Iteration 32Q: 3 clusters Score -1202472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1202498.375000 Penalty: 4628.509766
	Iteration 33Q: 3 clusters Score -1202498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1202522.250000 Penalty: 4628.509766
	Iteration 34Q: 3 clusters Score -1202522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1202544.375000 Penalty: 4628.509766
	Iteration 35Q: 3 clusters Score -1202544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1202581.250000 Penalty: 4628.509766
	Iteration 36Q: 3 clusters Score -1202581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1202599.250000 Penalty: 4628.509766
	Iteration 37Q: 3 clusters Score -1202599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1202618.750000 Penalty: 4628.509766
	Iteration 38Q: 3 clusters Score -1202619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1202635.750000 Penalty: 4628.509766
	Iteration 39Q: 3 clusters Score -1202636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1202647.625000 Penalty: 4628.509766
	Iteration 40F: 3 clusters Score -1202648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1202656.375000 Penalty: 4628.509766
	Iteration 41Q: 3 clusters Score -1202656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1202662.875000 Penalty: 4628.509766
	Iteration 42Q: 3 clusters Score -1202663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1202670.000000 Penalty: 4628.509766
	Iteration 43Q: 3 clusters Score -1202670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1202676.500000 Penalty: 4628.509766
	Iteration 44Q: 3 clusters Score -1202676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1202677.000000 Penalty: 4628.509766
	Iteration 45Q: 3 clusters Score -1202677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1202681.500000 Penalty: 4628.509766
	Iteration 46Q: 3 clusters Score -1202682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1202687.625000 Penalty: 4628.509766
	Iteration 47Q: 3 clusters Score -1202688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1202694.250000 Penalty: 4628.509766
	Iteration 48Q: 3 clusters Score -1202694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1202695.125000 Penalty: 4628.509766
	Iteration 49Q: 3 clusters Score -1202695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1202699.125000 Penalty: 4628.509766
	Iteration 50Q: 3 clusters Score -1202699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1202699.750000 Penalty: 4628.509766
	Iteration 51Q: 3 clusters Score -1202700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1202701.250000 Penalty: 4628.509766
	Iteration 52Q: 3 clusters Score -1202701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1202704.875000 Penalty: 4628.509766
	Iteration 53Q: 3 clusters Score -1202705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1202711.000000 Penalty: 4628.509766
	Iteration 54Q: 3 clusters Score -1202711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1202715.125000 Penalty: 4628.509766
	Iteration 55Q: 3 clusters Score -1202715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1202715.000000 Penalty: 4628.509766
	Iteration 56Q: 3 clusters Score -1202715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1202717.375000 Penalty: 4628.509766
	Iteration 57Q: 3 clusters Score -1202717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1202716.875000 Penalty: 4628.509766
	Iteration 58Q: 3 clusters Score -1202717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1202716.875000 Penalty: 4628.509766
	Iteration 59F: 3 clusters Score -1202717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -382051.375000 Penalty: 2001.119141
	Iteration 0F: 2 clusters Score -382051.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -378659.906250 Penalty: 4002.238281
	Iteration 0F: 3 clusters Score -378659.9 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -379383.750000 Penalty: 4002.238281
	Iteration 1F: 3 clusters Score -379383.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -379559.937500 Penalty: 4002.238281
	Iteration 2F: 3 clusters Score -379559.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -379676.156250 Penalty: 4002.238281
	Iteration 3F: 3 clusters Score -379676.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -379766.750000 Penalty: 4002.238281
	Iteration 4Q: 3 clusters Score -379766.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -379839.562500 Penalty: 4002.238281
	Iteration 5Q: 3 clusters Score -379839.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -379904.718750 Penalty: 4002.238281
	Iteration 6Q: 3 clusters Score -379904.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -379975.718750 Penalty: 4002.238281
	Iteration 7Q: 3 clusters Score -379975.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -380042.125000 Penalty: 4002.238281
	Iteration 8Q: 3 clusters Score -380042.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -380090.562500 Penalty: 4002.238281
	Iteration 9Q: 3 clusters Score -380090.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -380137.250000 Penalty: 4002.238281
	Iteration 10Q: 3 clusters Score -380137.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -380174.843750 Penalty: 4002.238281
	Iteration 11Q: 3 clusters Score -380174.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -380201.125000 Penalty: 4002.238281
	Iteration 12Q: 3 clusters Score -380201.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -380222.250000 Penalty: 4002.238281
	Iteration 13Q: 3 clusters Score -380222.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -380235.437500 Penalty: 4002.238281
	Iteration 14Q: 3 clusters Score -380235.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -380250.375000 Penalty: 4002.238281
	Iteration 15Q: 3 clusters Score -380250.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -380262.968750 Penalty: 4002.238281
	Iteration 16Q: 3 clusters Score -380263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -380269.812500 Penalty: 4002.238281
	Iteration 17Q: 3 clusters Score -380269.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -380274.343750 Penalty: 4002.238281
	Iteration 18Q: 3 clusters Score -380274.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -380278.562500 Penalty: 4002.238281
	Iteration 19Q: 3 clusters Score -380278.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -380283.312500 Penalty: 4002.238281
	Iteration 20F: 3 clusters Score -380283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -380284.343750 Penalty: 4002.238281
	Iteration 21Q: 3 clusters Score -380284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -380284.937500 Penalty: 4002.238281
	Iteration 22Q: 3 clusters Score -380284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -380284.937500 Penalty: 4002.238281
	Iteration 23F: 3 clusters Score -380284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -185216.968750 Penalty: 1824.357422
	Iteration 0F: 2 clusters Score -185217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -182862.031250 Penalty: 3648.714844
	Iteration 0F: 3 clusters Score -182862 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183273.890625 Penalty: 3648.714844
	Iteration 1F: 3 clusters Score -183273.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -183403.750000 Penalty: 3648.714844
	Iteration 2F: 3 clusters Score -183403.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -183482.890625 Penalty: 3648.714844
	Iteration 3Q: 3 clusters Score -183482.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183537.093750 Penalty: 3648.714844
	Iteration 4Q: 3 clusters Score -183537.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -183574.359375 Penalty: 3648.714844
	Iteration 5Q: 3 clusters Score -183574.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -183607.890625 Penalty: 3648.714844
	Iteration 6Q: 3 clusters Score -183607.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -183642.328125 Penalty: 3648.714844
	Iteration 7Q: 3 clusters Score -183642.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -183665.015625 Penalty: 3648.714844
	Iteration 8Q: 3 clusters Score -183665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -183690.359375 Penalty: 3648.714844
	Iteration 9Q: 3 clusters Score -183690.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -183720.078125 Penalty: 3648.714844
	Iteration 10Q: 3 clusters Score -183720.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -183736.515625 Penalty: 3648.714844
	Iteration 11Q: 3 clusters Score -183736.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -183752.921875 Penalty: 3648.714844
	Iteration 12Q: 3 clusters Score -183752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -183770.562500 Penalty: 3648.714844
	Iteration 13Q: 3 clusters Score -183770.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -183787.343750 Penalty: 3648.714844
	Iteration 14Q: 3 clusters Score -183787.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -183800.343750 Penalty: 3648.714844
	Iteration 15Q: 3 clusters Score -183800.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -183819.390625 Penalty: 3648.714844
	Iteration 16Q: 3 clusters Score -183819.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -183831.484375 Penalty: 3648.714844
	Iteration 17Q: 3 clusters Score -183831.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -183843.718750 Penalty: 3648.714844
	Iteration 18Q: 3 clusters Score -183843.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -183851.281250 Penalty: 3648.714844
	Iteration 19Q: 3 clusters Score -183851.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -183855.046875 Penalty: 3648.714844
	Iteration 20F: 3 clusters Score -183855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -183860.750000 Penalty: 3648.714844
	Iteration 21Q: 3 clusters Score -183860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -183872.421875 Penalty: 3648.714844
	Iteration 22Q: 3 clusters Score -183872.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -183883.890625 Penalty: 3648.714844
	Iteration 23Q: 3 clusters Score -183883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -183893.578125 Penalty: 3648.714844
	Iteration 24Q: 3 clusters Score -183893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -183897.421875 Penalty: 3648.714844
	Iteration 25Q: 3 clusters Score -183897.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -183903.000000 Penalty: 3648.714844
	Iteration 26Q: 3 clusters Score -183903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -183905.500000 Penalty: 3648.714844
	Iteration 27Q: 3 clusters Score -183905.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -183907.453125 Penalty: 3648.714844
	Iteration 28Q: 3 clusters Score -183907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -183910.437500 Penalty: 3648.714844
	Iteration 29Q: 3 clusters Score -183910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -183912.406250 Penalty: 3648.714844
	Iteration 30Q: 3 clusters Score -183912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -183916.515625 Penalty: 3648.714844
	Iteration 31Q: 3 clusters Score -183916.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -183924.640625 Penalty: 3648.714844
	Iteration 32Q: 3 clusters Score -183924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -183927.203125 Penalty: 3648.714844
	Iteration 33Q: 3 clusters Score -183927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -183928.312500 Penalty: 3648.714844
	Iteration 34Q: 3 clusters Score -183928.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -183929.062500 Penalty: 3648.714844
	Iteration 35Q: 3 clusters Score -183929.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -183929.062500 Penalty: 3648.714844
	Iteration 36F: 3 clusters Score -183929.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -95604.734375 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -95604.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -93470.367188 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -93470.37 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93809.703125 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -93809.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -93915.570312 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -93915.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -93982.835938 Penalty: 3553.317627
	Iteration 3Q: 3 clusters Score -93982.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -94050.851562 Penalty: 3553.317627
	Iteration 4Q: 3 clusters Score -94050.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -94100.757812 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -94100.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -94136.484375 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -94136.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -94167.625000 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -94167.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -94186.765625 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -94186.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94199.242188 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -94199.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -94218.585938 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -94218.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -94239.445312 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -94239.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -94247.812500 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -94247.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -94251.554688 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -94251.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -94254.031250 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -94254.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -94254.570312 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -94254.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -94254.570312 Penalty: 3553.317627
	Iteration 16F: 3 clusters Score -94254.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Entering Unmasked Estep 
Score: -1468751.000000 Penalty: 2354.272705
	Iteration 0F: 2 clusters Score -1468751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1458971.875000 Penalty: 4708.545410
	Iteration 0F: 3 clusters Score -1458972 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1462067.125000 Penalty: 4708.545410
	Iteration 1F: 3 clusters Score -1462067 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1462503.375000 Penalty: 4708.545410
	Iteration 2F: 3 clusters Score -1462503 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1462896.500000 Penalty: 4708.545410
	Iteration 3F: 3 clusters Score -1462896 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1463295.375000 Penalty: 4708.545410
	Iteration 4F: 3 clusters Score -1463295 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1463725.625000 Penalty: 4708.545410
	Iteration 5F: 3 clusters Score -1463726 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1464180.625000 Penalty: 4708.545410
	Iteration 6F: 3 clusters Score -1464181 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1464663.750000 Penalty: 4708.545410
	Iteration 7F: 3 clusters Score -1464664 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1465112.000000 Penalty: 4708.545410
	Iteration 8Q: 3 clusters Score -1465112 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1465518.000000 Penalty: 4708.545410
	Iteration 9Q: 3 clusters Score -1465518 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1465858.250000 Penalty: 4708.545410
	Iteration 10Q: 3 clusters Score -1465858 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1466106.125000 Penalty: 4708.545410
	Iteration 11Q: 3 clusters Score -1466106 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1466271.250000 Penalty: 4708.545410
	Iteration 12Q: 3 clusters Score -1466271 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1466398.625000 Penalty: 4708.545410
	Iteration 13Q: 3 clusters Score -1466399 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1466475.375000 Penalty: 4708.545410
	Iteration 14Q: 3 clusters Score -1466475 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1466535.750000 Penalty: 4708.545410
	Iteration 15Q: 3 clusters Score -1466536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1466596.625000 Penalty: 4708.545410
	Iteration 16Q: 3 clusters Score -1466597 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1466638.250000 Penalty: 4708.545410
	Iteration 17Q: 3 clusters Score -1466638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1466681.875000 Penalty: 4708.545410
	Iteration 18Q: 3 clusters Score -1466682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1466728.125000 Penalty: 4708.545410
	Iteration 19Q: 3 clusters Score -1466728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1466759.000000 Penalty: 4708.545410
	Iteration 20F: 3 clusters Score -1466759 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1466784.375000 Penalty: 4708.545410
	Iteration 21Q: 3 clusters Score -1466784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1466809.250000 Penalty: 4708.545410
	Iteration 22Q: 3 clusters Score -1466809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1466833.750000 Penalty: 4708.545410
	Iteration 23Q: 3 clusters Score -1466834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1466852.750000 Penalty: 4708.545410
	Iteration 24Q: 3 clusters Score -1466853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1466870.750000 Penalty: 4708.545410
	Iteration 25Q: 3 clusters Score -1466871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1466878.375000 Penalty: 4708.545410
	Iteration 26Q: 3 clusters Score -1466878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1466887.250000 Penalty: 4708.545410
	Iteration 27Q: 3 clusters Score -1466887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1466895.375000 Penalty: 4708.545410
	Iteration 28Q: 3 clusters Score -1466895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1466899.250000 Penalty: 4708.545410
	Iteration 29Q: 3 clusters Score -1466899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1466904.125000 Penalty: 4708.545410
	Iteration 30Q: 3 clusters Score -1466904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1466907.500000 Penalty: 4708.545410
	Iteration 31Q: 3 clusters Score -1466908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1466909.000000 Penalty: 4708.545410
	Iteration 32Q: 3 clusters Score -1466909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1466911.375000 Penalty: 4708.545410
	Iteration 33Q: 3 clusters Score -1466911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1466914.500000 Penalty: 4708.545410
	Iteration 34Q: 3 clusters Score -1466914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1466914.250000 Penalty: 4708.545410
	Iteration 35Q: 3 clusters Score -1466914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1466917.250000 Penalty: 4708.545410
	Iteration 36Q: 3 clusters Score -1466917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1466917.750000 Penalty: 4708.545410
	Iteration 37Q: 3 clusters Score -1466918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1466920.750000 Penalty: 4708.545410
	Iteration 38Q: 3 clusters Score -1466921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1466921.250000 Penalty: 4708.545410
	Iteration 39Q: 3 clusters Score -1466921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1466921.500000 Penalty: 4708.545410
	Iteration 40F: 3 clusters Score -1466922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Entering Unmasked Estep 
Score: -2119502.250000 Penalty: 2422.282227
	Iteration 0F: 2 clusters Score -2119502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2107052.500000 Penalty: 4844.564453
	Iteration 0F: 3 clusters Score -2107052 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2111133.250000 Penalty: 4844.564453
	Iteration 1F: 3 clusters Score -2111133 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2111564.250000 Penalty: 4844.564453
	Iteration 2F: 3 clusters Score -2111564 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2111960.750000 Penalty: 4844.564453
	Iteration 3F: 3 clusters Score -2111961 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2112390.500000 Penalty: 4844.564453
	Iteration 4Q: 3 clusters Score -2112390 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2112996.250000 Penalty: 4844.564453
	Iteration 5F: 3 clusters Score -2112996 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2113705.750000 Penalty: 4844.564453
	Iteration 6F: 3 clusters Score -2113706 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2114380.500000 Penalty: 4844.564453
	Iteration 7F: 3 clusters Score -2114380 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2115051.250000 Penalty: 4844.564453
	Iteration 8F: 3 clusters Score -2115051 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2115748.250000 Penalty: 4844.564453
	Iteration 9F: 3 clusters Score -2115748 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2116379.500000 Penalty: 4844.564453
	Iteration 10Q: 3 clusters Score -2116380 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2116900.000000 Penalty: 4844.564453
	Iteration 11Q: 3 clusters Score -2116900 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2117266.000000 Penalty: 4844.564453
	Iteration 12Q: 3 clusters Score -2117266 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2117492.000000 Penalty: 4844.564453
	Iteration 13Q: 3 clusters Score -2117492 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2117626.250000 Penalty: 4844.564453
	Iteration 14Q: 3 clusters Score -2117626 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2117719.750000 Penalty: 4844.564453
	Iteration 15Q: 3 clusters Score -2117720 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2117781.250000 Penalty: 4844.564453
	Iteration 16Q: 3 clusters Score -2117781 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2117835.000000 Penalty: 4844.564453
	Iteration 17Q: 3 clusters Score -2117835 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2117873.500000 Penalty: 4844.564453
	Iteration 18Q: 3 clusters Score -2117874 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2117900.250000 Penalty: 4844.564453
	Iteration 19Q: 3 clusters Score -2117900 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2117921.750000 Penalty: 4844.564453
	Iteration 20F: 3 clusters Score -2117922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2117944.500000 Penalty: 4844.564453
	Iteration 21Q: 3 clusters Score -2117944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2117956.750000 Penalty: 4844.564453
	Iteration 22Q: 3 clusters Score -2117957 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2117973.250000 Penalty: 4844.564453
	Iteration 23Q: 3 clusters Score -2117973 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2117992.000000 Penalty: 4844.564453
	Iteration 24Q: 3 clusters Score -2117992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2118007.750000 Penalty: 4844.564453
	Iteration 25Q: 3 clusters Score -2118008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2118019.000000 Penalty: 4844.564453
	Iteration 26Q: 3 clusters Score -2118019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2118032.000000 Penalty: 4844.564453
	Iteration 27Q: 3 clusters Score -2118032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2118040.250000 Penalty: 4844.564453
	Iteration 28Q: 3 clusters Score -2118040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2118050.750000 Penalty: 4844.564453
	Iteration 29Q: 3 clusters Score -2118051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2118056.250000 Penalty: 4844.564453
	Iteration 30Q: 3 clusters Score -2118056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2118072.000000 Penalty: 4844.564453
	Iteration 31Q: 3 clusters Score -2118072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2118080.000000 Penalty: 4844.564453
	Iteration 32Q: 3 clusters Score -2118080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2118086.250000 Penalty: 4844.564453
	Iteration 33Q: 3 clusters Score -2118086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2118089.500000 Penalty: 4844.564453
	Iteration 34Q: 3 clusters Score -2118090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2118097.250000 Penalty: 4844.564453
	Iteration 35Q: 3 clusters Score -2118097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2118105.250000 Penalty: 4844.564453
	Iteration 36Q: 3 clusters Score -2118105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2118107.500000 Penalty: 4844.564453
	Iteration 37Q: 3 clusters Score -2118108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2118112.500000 Penalty: 4844.564453
	Iteration 38Q: 3 clusters Score -2118112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2118112.500000 Penalty: 4844.564453
	Iteration 39Q: 3 clusters Score -2118112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2118111.000000 Penalty: 4844.564453
	Iteration 40F: 3 clusters Score -2118111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2118118.250000 Penalty: 4844.564453
	Iteration 41Q: 3 clusters Score -2118118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2118121.750000 Penalty: 4844.564453
	Iteration 42Q: 3 clusters Score -2118122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2118133.500000 Penalty: 4844.564453
	Iteration 43Q: 3 clusters Score -2118134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2118139.250000 Penalty: 4844.564453
	Iteration 44Q: 3 clusters Score -2118139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2118136.250000 Penalty: 4844.564453
	Iteration 45Q: 3 clusters Score -2118136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2118142.500000 Penalty: 4844.564453
	Iteration 46Q: 3 clusters Score -2118142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2118149.000000 Penalty: 4844.564453
	Iteration 47Q: 3 clusters Score -2118149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2118154.250000 Penalty: 4844.564453
	Iteration 48Q: 3 clusters Score -2118154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2118157.000000 Penalty: 4844.564453
	Iteration 49Q: 3 clusters Score -2118157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2118166.000000 Penalty: 4844.564453
	Iteration 50Q: 3 clusters Score -2118166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2118177.500000 Penalty: 4844.564453
	Iteration 51Q: 3 clusters Score -2118178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2118185.000000 Penalty: 4844.564453
	Iteration 52Q: 3 clusters Score -2118185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2118193.750000 Penalty: 4844.564453
	Iteration 53Q: 3 clusters Score -2118194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2118203.750000 Penalty: 4844.564453
	Iteration 54Q: 3 clusters Score -2118204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2118207.000000 Penalty: 4844.564453
	Iteration 55Q: 3 clusters Score -2118207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2118213.000000 Penalty: 4844.564453
	Iteration 56Q: 3 clusters Score -2118213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2118226.250000 Penalty: 4844.564453
	Iteration 57Q: 3 clusters Score -2118226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2118232.750000 Penalty: 4844.564453
	Iteration 58Q: 3 clusters Score -2118233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2118234.750000 Penalty: 4844.564453
	Iteration 59Q: 3 clusters Score -2118235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2118243.000000 Penalty: 4844.564453
	Iteration 60F: 3 clusters Score -2118243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2118238.750000 Penalty: 4844.564453
	Iteration 61Q: 3 clusters Score -2118239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2118241.750000 Penalty: 4844.564453
	Iteration 62Q: 3 clusters Score -2118242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2118249.500000 Penalty: 4844.564453
	Iteration 63Q: 3 clusters Score -2118250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2118249.250000 Penalty: 4844.564453
	Iteration 64Q: 3 clusters Score -2118249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2118250.000000 Penalty: 4844.564453
	Iteration 65Q: 3 clusters Score -2118250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2118252.500000 Penalty: 4844.564453
	Iteration 66Q: 3 clusters Score -2118252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2118248.500000 Penalty: 4844.564453
	Iteration 67Q: 3 clusters Score -2118248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2118250.500000 Penalty: 4844.564453
	Iteration 68Q: 3 clusters Score -2118250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2118251.000000 Penalty: 4844.564453
	Iteration 69Q: 3 clusters Score -2118251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2118248.500000 Penalty: 4844.564453
	Iteration 70Q: 3 clusters Score -2118248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2118253.000000 Penalty: 4844.564453
	Iteration 71Q: 3 clusters Score -2118253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2118253.750000 Penalty: 4844.564453
	Iteration 72Q: 3 clusters Score -2118254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2118257.250000 Penalty: 4844.564453
	Iteration 73Q: 3 clusters Score -2118257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2118258.750000 Penalty: 4844.564453
	Iteration 74Q: 3 clusters Score -2118259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2118262.000000 Penalty: 4844.564453
	Iteration 75Q: 3 clusters Score -2118262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2118263.500000 Penalty: 4844.564453
	Iteration 76Q: 3 clusters Score -2118264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2118262.500000 Penalty: 4844.564453
	Iteration 77Q: 3 clusters Score -2118262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2118264.750000 Penalty: 4844.564453
	Iteration 78Q: 3 clusters Score -2118265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2118269.000000 Penalty: 4844.564453
	Iteration 79Q: 3 clusters Score -2118269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2118275.000000 Penalty: 4844.564453
	Iteration 80F: 3 clusters Score -2118275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2118276.500000 Penalty: 4844.564453
	Iteration 81Q: 3 clusters Score -2118276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2118279.000000 Penalty: 4844.564453
	Iteration 82Q: 3 clusters Score -2118279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2118284.250000 Penalty: 4844.564453
	Iteration 83Q: 3 clusters Score -2118284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2118289.750000 Penalty: 4844.564453
	Iteration 84Q: 3 clusters Score -2118290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2118289.500000 Penalty: 4844.564453
	Iteration 85Q: 3 clusters Score -2118290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2118290.500000 Penalty: 4844.564453
	Iteration 86Q: 3 clusters Score -2118290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2118290.250000 Penalty: 4844.564453
	Iteration 87Q: 3 clusters Score -2118290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2118297.000000 Penalty: 4844.564453
	Iteration 88Q: 3 clusters Score -2118297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2118296.750000 Penalty: 4844.564453
	Iteration 89Q: 3 clusters Score -2118297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2118294.750000 Penalty: 4844.564453
	Iteration 90Q: 3 clusters Score -2118295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2118297.750000 Penalty: 4844.564453
	Iteration 91Q: 3 clusters Score -2118298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2118299.500000 Penalty: 4844.564453
	Iteration 92Q: 3 clusters Score -2118300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2118295.000000 Penalty: 4844.564453
	Iteration 93Q: 3 clusters Score -2118295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2118296.750000 Penalty: 4844.564453
	Iteration 94Q: 3 clusters Score -2118297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2118299.250000 Penalty: 4844.564453
	Iteration 95Q: 3 clusters Score -2118299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2118300.500000 Penalty: 4844.564453
	Iteration 96Q: 3 clusters Score -2118300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2118299.250000 Penalty: 4844.564453
	Iteration 97Q: 3 clusters Score -2118299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2118300.500000 Penalty: 4844.564453
	Iteration 98Q: 3 clusters Score -2118300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2118298.750000 Penalty: 4844.564453
	Iteration 99Q: 3 clusters Score -2118299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2118302.250000 Penalty: 4844.564453
	Iteration 100F: 3 clusters Score -2118302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2118301.250000 Penalty: 4844.564453
	Iteration 101Q: 3 clusters Score -2118301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2118307.500000 Penalty: 4844.564453
	Iteration 102Q: 3 clusters Score -2118308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2118309.000000 Penalty: 4844.564453
	Iteration 103Q: 3 clusters Score -2118309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2118307.500000 Penalty: 4844.564453
	Iteration 104Q: 3 clusters Score -2118308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2118307.500000 Penalty: 4844.564453
	Iteration 105F: 3 clusters Score -2118308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Entering Unmasked Estep 
Score: -1621335.250000 Penalty: 2358.296387
	Iteration 0F: 2 clusters Score -1621335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1611430.250000 Penalty: 4716.592773
	Iteration 0F: 3 clusters Score -1611430 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1614527.625000 Penalty: 4716.592773
	Iteration 1F: 3 clusters Score -1614528 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1614894.250000 Penalty: 4716.592773
	Iteration 2F: 3 clusters Score -1614894 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1615201.375000 Penalty: 4716.592773
	Iteration 3Q: 3 clusters Score -1615201 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1615524.625000 Penalty: 4716.592773
	Iteration 4Q: 3 clusters Score -1615525 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1615849.750000 Penalty: 4716.592773
	Iteration 5Q: 3 clusters Score -1615850 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1616276.875000 Penalty: 4716.592773
	Iteration 6Q: 3 clusters Score -1616277 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1616765.375000 Penalty: 4716.592773
	Iteration 7Q: 3 clusters Score -1616765 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1617199.125000 Penalty: 4716.592773
	Iteration 8Q: 3 clusters Score -1617199 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1617570.375000 Penalty: 4716.592773
	Iteration 9Q: 3 clusters Score -1617570 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1617869.375000 Penalty: 4716.592773
	Iteration 10Q: 3 clusters Score -1617869 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1618108.000000 Penalty: 4716.592773
	Iteration 11Q: 3 clusters Score -1618108 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1618291.875000 Penalty: 4716.592773
	Iteration 12Q: 3 clusters Score -1618292 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1618432.125000 Penalty: 4716.592773
	Iteration 13Q: 3 clusters Score -1618432 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1618559.375000 Penalty: 4716.592773
	Iteration 14Q: 3 clusters Score -1618559 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1618652.500000 Penalty: 4716.592773
	Iteration 15Q: 3 clusters Score -1618652 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1618735.000000 Penalty: 4716.592773
	Iteration 16Q: 3 clusters Score -1618735 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1618825.500000 Penalty: 4716.592773
	Iteration 17Q: 3 clusters Score -1618826 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1618912.250000 Penalty: 4716.592773
	Iteration 18Q: 3 clusters Score -1618912 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1618983.500000 Penalty: 4716.592773
	Iteration 19Q: 3 clusters Score -1618984 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1619031.375000 Penalty: 4716.592773
	Iteration 20F: 3 clusters Score -1619031 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1619069.125000 Penalty: 4716.592773
	Iteration 21Q: 3 clusters Score -1619069 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1619106.250000 Penalty: 4716.592773
	Iteration 22Q: 3 clusters Score -1619106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1619132.250000 Penalty: 4716.592773
	Iteration 23Q: 3 clusters Score -1619132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1619152.375000 Penalty: 4716.592773
	Iteration 24Q: 3 clusters Score -1619152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1619177.750000 Penalty: 4716.592773
	Iteration 25Q: 3 clusters Score -1619178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1619196.875000 Penalty: 4716.592773
	Iteration 26Q: 3 clusters Score -1619197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1619224.625000 Penalty: 4716.592773
	Iteration 27Q: 3 clusters Score -1619225 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1619250.625000 Penalty: 4716.592773
	Iteration 28Q: 3 clusters Score -1619251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1619275.750000 Penalty: 4716.592773
	Iteration 29Q: 3 clusters Score -1619276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1619294.500000 Penalty: 4716.592773
	Iteration 30Q: 3 clusters Score -1619294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1619311.000000 Penalty: 4716.592773
	Iteration 31Q: 3 clusters Score -1619311 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1619320.625000 Penalty: 4716.592773
	Iteration 32Q: 3 clusters Score -1619321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1619332.875000 Penalty: 4716.592773
	Iteration 33Q: 3 clusters Score -1619333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1619343.750000 Penalty: 4716.592773
	Iteration 34Q: 3 clusters Score -1619344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1619351.125000 Penalty: 4716.592773
	Iteration 35Q: 3 clusters Score -1619351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1619358.750000 Penalty: 4716.592773
	Iteration 36Q: 3 clusters Score -1619359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1619370.125000 Penalty: 4716.592773
	Iteration 37Q: 3 clusters Score -1619370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1619378.750000 Penalty: 4716.592773
	Iteration 38Q: 3 clusters Score -1619379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1619385.500000 Penalty: 4716.592773
	Iteration 39Q: 3 clusters Score -1619386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1619386.500000 Penalty: 4716.592773
	Iteration 40F: 3 clusters Score -1619386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1619391.500000 Penalty: 4716.592773
	Iteration 41Q: 3 clusters Score -1619392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1619398.375000 Penalty: 4716.592773
	Iteration 42Q: 3 clusters Score -1619398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1619402.875000 Penalty: 4716.592773
	Iteration 43Q: 3 clusters Score -1619403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1619406.500000 Penalty: 4716.592773
	Iteration 44Q: 3 clusters Score -1619406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1619412.125000 Penalty: 4716.592773
	Iteration 45Q: 3 clusters Score -1619412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1619417.250000 Penalty: 4716.592773
	Iteration 46Q: 3 clusters Score -1619417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1619429.375000 Penalty: 4716.592773
	Iteration 47Q: 3 clusters Score -1619429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1619436.625000 Penalty: 4716.592773
	Iteration 48Q: 3 clusters Score -1619437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1619441.125000 Penalty: 4716.592773
	Iteration 49Q: 3 clusters Score -1619441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1619443.750000 Penalty: 4716.592773
	Iteration 50Q: 3 clusters Score -1619444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1619444.125000 Penalty: 4716.592773
	Iteration 51Q: 3 clusters Score -1619444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1619446.875000 Penalty: 4716.592773
	Iteration 52Q: 3 clusters Score -1619447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1619448.500000 Penalty: 4716.592773
	Iteration 53Q: 3 clusters Score -1619448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1619445.500000 Penalty: 4716.592773
	Iteration 54Q: 3 clusters Score -1619446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1619447.625000 Penalty: 4716.592773
	Iteration 55Q: 3 clusters Score -1619448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1619445.750000 Penalty: 4716.592773
	Iteration 56Q: 3 clusters Score -1619446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1619448.500000 Penalty: 4716.592773
	Iteration 57Q: 3 clusters Score -1619448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1619450.250000 Penalty: 4716.592773
	Iteration 58Q: 3 clusters Score -1619450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1619449.500000 Penalty: 4716.592773
	Iteration 59Q: 3 clusters Score -1619450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1619451.125000 Penalty: 4716.592773
	Iteration 60F: 3 clusters Score -1619451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1619451.250000 Penalty: 4716.592773
	Iteration 61Q: 3 clusters Score -1619451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1619454.500000 Penalty: 4716.592773
	Iteration 62Q: 3 clusters Score -1619454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1619461.125000 Penalty: 4716.592773
	Iteration 63Q: 3 clusters Score -1619461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1619460.750000 Penalty: 4716.592773
	Iteration 64Q: 3 clusters Score -1619461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1619463.375000 Penalty: 4716.592773
	Iteration 65Q: 3 clusters Score -1619463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1619465.500000 Penalty: 4716.592773
	Iteration 66Q: 3 clusters Score -1619466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1619468.000000 Penalty: 4716.592773
	Iteration 67Q: 3 clusters Score -1619468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1619469.000000 Penalty: 4716.592773
	Iteration 68Q: 3 clusters Score -1619469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1619471.625000 Penalty: 4716.592773
	Iteration 69Q: 3 clusters Score -1619472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1619471.625000 Penalty: 4716.592773
	Iteration 70Q: 3 clusters Score -1619472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1619471.875000 Penalty: 4716.592773
	Iteration 71Q: 3 clusters Score -1619472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1619471.875000 Penalty: 4716.592773
	Iteration 72F: 3 clusters Score -1619472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -668672.562500 Penalty: 2137.294678
	Iteration 0F: 2 clusters Score -668672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -663841.375000 Penalty: 4274.589355
	Iteration 0F: 3 clusters Score -663841.4 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -664954.812500 Penalty: 4274.589355
	Iteration 1F: 3 clusters Score -664954.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -665147.312500 Penalty: 4274.589355
	Iteration 2F: 3 clusters Score -665147.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -665289.187500 Penalty: 4274.589355
	Iteration 3Q: 3 clusters Score -665289.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -665399.687500 Penalty: 4274.589355
	Iteration 4Q: 3 clusters Score -665399.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -665518.437500 Penalty: 4274.589355
	Iteration 5Q: 3 clusters Score -665518.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -665625.562500 Penalty: 4274.589355
	Iteration 6Q: 3 clusters Score -665625.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -665740.250000 Penalty: 4274.589355
	Iteration 7Q: 3 clusters Score -665740.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -665894.562500 Penalty: 4274.589355
	Iteration 8Q: 3 clusters Score -665894.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -666097.812500 Penalty: 4274.589355
	Iteration 9Q: 3 clusters Score -666097.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -666349.750000 Penalty: 4274.589355
	Iteration 10Q: 3 clusters Score -666349.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -666598.125000 Penalty: 4274.589355
	Iteration 11F: 3 clusters Score -666598.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -666799.875000 Penalty: 4274.589355
	Iteration 12Q: 3 clusters Score -666799.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -666954.312500 Penalty: 4274.589355
	Iteration 13Q: 3 clusters Score -666954.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -667049.250000 Penalty: 4274.589355
	Iteration 14Q: 3 clusters Score -667049.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -667112.375000 Penalty: 4274.589355
	Iteration 15Q: 3 clusters Score -667112.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -667152.687500 Penalty: 4274.589355
	Iteration 16Q: 3 clusters Score -667152.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -667176.625000 Penalty: 4274.589355
	Iteration 17Q: 3 clusters Score -667176.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -667197.750000 Penalty: 4274.589355
	Iteration 18Q: 3 clusters Score -667197.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -667209.562500 Penalty: 4274.589355
	Iteration 19Q: 3 clusters Score -667209.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -667219.187500 Penalty: 4274.589355
	Iteration 20F: 3 clusters Score -667219.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -667222.562500 Penalty: 4274.589355
	Iteration 21Q: 3 clusters Score -667222.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -667223.937500 Penalty: 4274.589355
	Iteration 22Q: 3 clusters Score -667223.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -667227.000000 Penalty: 4274.589355
	Iteration 23Q: 3 clusters Score -667227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -667229.250000 Penalty: 4274.589355
	Iteration 24Q: 3 clusters Score -667229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -667230.625000 Penalty: 4274.589355
	Iteration 25Q: 3 clusters Score -667230.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -667231.312500 Penalty: 4274.589355
	Iteration 26Q: 3 clusters Score -667231.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -667233.812500 Penalty: 4274.589355
	Iteration 27Q: 3 clusters Score -667233.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -667234.250000 Penalty: 4274.589355
	Iteration 28Q: 3 clusters Score -667234.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -667233.375000 Penalty: 4274.589355
	Iteration 29Q: 3 clusters Score -667233.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -667233.375000 Penalty: 4274.589355
	Iteration 30F: 3 clusters Score -667233.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Entering Unmasked Estep 
Score: -2981054.250000 Penalty: 2508.821777
	Iteration 0F: 2 clusters Score -2981054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2963868.500000 Penalty: 5017.643555
	Iteration 0F: 3 clusters Score -2963868 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2970042.000000 Penalty: 5017.643555
	Iteration 1F: 3 clusters Score -2970042 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2970727.000000 Penalty: 5017.643555
	Iteration 2F: 3 clusters Score -2970727 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2971308.750000 Penalty: 5017.643555
	Iteration 3F: 3 clusters Score -2971309 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2971787.000000 Penalty: 5017.643555
	Iteration 4Q: 3 clusters Score -2971787 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2972203.750000 Penalty: 5017.643555
	Iteration 5Q: 3 clusters Score -2972204 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2972558.500000 Penalty: 5017.643555
	Iteration 6Q: 3 clusters Score -2972558 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2972947.000000 Penalty: 5017.643555
	Iteration 7Q: 3 clusters Score -2972947 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2973372.250000 Penalty: 5017.643555
	Iteration 8Q: 3 clusters Score -2973372 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2973860.250000 Penalty: 5017.643555
	Iteration 9Q: 3 clusters Score -2973860 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2974475.250000 Penalty: 5017.643555
	Iteration 10Q: 3 clusters Score -2974475 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2975073.750000 Penalty: 5017.643555
	Iteration 11Q: 3 clusters Score -2975074 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2975673.500000 Penalty: 5017.643555
	Iteration 12Q: 3 clusters Score -2975674 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2976193.250000 Penalty: 5017.643555
	Iteration 13Q: 3 clusters Score -2976193 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2976636.500000 Penalty: 5017.643555
	Iteration 14Q: 3 clusters Score -2976636 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2976971.250000 Penalty: 5017.643555
	Iteration 15Q: 3 clusters Score -2976971 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2977264.000000 Penalty: 5017.643555
	Iteration 16Q: 3 clusters Score -2977264 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2977548.250000 Penalty: 5017.643555
	Iteration 17Q: 3 clusters Score -2977548 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2977803.750000 Penalty: 5017.643555
	Iteration 18Q: 3 clusters Score -2977804 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2978032.000000 Penalty: 5017.643555
	Iteration 19Q: 3 clusters Score -2978032 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2978187.000000 Penalty: 5017.643555
	Iteration 20F: 3 clusters Score -2978187 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2978344.000000 Penalty: 5017.643555
	Iteration 21Q: 3 clusters Score -2978344 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2978465.250000 Penalty: 5017.643555
	Iteration 22Q: 3 clusters Score -2978465 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2978559.500000 Penalty: 5017.643555
	Iteration 23Q: 3 clusters Score -2978560 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2978677.750000 Penalty: 5017.643555
	Iteration 24Q: 3 clusters Score -2978678 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2978759.500000 Penalty: 5017.643555
	Iteration 25Q: 3 clusters Score -2978760 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2978842.500000 Penalty: 5017.643555
	Iteration 26Q: 3 clusters Score -2978842 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2978904.250000 Penalty: 5017.643555
	Iteration 27Q: 3 clusters Score -2978904 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2978976.000000 Penalty: 5017.643555
	Iteration 28Q: 3 clusters Score -2978976 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2979009.000000 Penalty: 5017.643555
	Iteration 29Q: 3 clusters Score -2979009 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2979050.500000 Penalty: 5017.643555
	Iteration 30Q: 3 clusters Score -2979050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2979070.000000 Penalty: 5017.643555
	Iteration 31Q: 3 clusters Score -2979070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2979092.500000 Penalty: 5017.643555
	Iteration 32Q: 3 clusters Score -2979092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2979105.000000 Penalty: 5017.643555
	Iteration 33Q: 3 clusters Score -2979105 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2979116.500000 Penalty: 5017.643555
	Iteration 34Q: 3 clusters Score -2979116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2979134.250000 Penalty: 5017.643555
	Iteration 35Q: 3 clusters Score -2979134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2979146.750000 Penalty: 5017.643555
	Iteration 36Q: 3 clusters Score -2979147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2979160.250000 Penalty: 5017.643555
	Iteration 37Q: 3 clusters Score -2979160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2979162.250000 Penalty: 5017.643555
	Iteration 38Q: 3 clusters Score -2979162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2979164.500000 Penalty: 5017.643555
	Iteration 39Q: 3 clusters Score -2979164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2979181.250000 Penalty: 5017.643555
	Iteration 40F: 3 clusters Score -2979181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2979187.000000 Penalty: 5017.643555
	Iteration 41Q: 3 clusters Score -2979187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2979201.250000 Penalty: 5017.643555
	Iteration 42Q: 3 clusters Score -2979201 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2979209.500000 Penalty: 5017.643555
	Iteration 43Q: 3 clusters Score -2979210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2979225.750000 Penalty: 5017.643555
	Iteration 44Q: 3 clusters Score -2979226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2979247.750000 Penalty: 5017.643555
	Iteration 45Q: 3 clusters Score -2979248 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2979273.750000 Penalty: 5017.643555
	Iteration 46Q: 3 clusters Score -2979274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2979313.000000 Penalty: 5017.643555
	Iteration 47Q: 3 clusters Score -2979313 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2979344.250000 Penalty: 5017.643555
	Iteration 48Q: 3 clusters Score -2979344 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2979368.250000 Penalty: 5017.643555
	Iteration 49Q: 3 clusters Score -2979368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2979402.500000 Penalty: 5017.643555
	Iteration 50Q: 3 clusters Score -2979402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2979407.000000 Penalty: 5017.643555
	Iteration 51Q: 3 clusters Score -2979407 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2979423.000000 Penalty: 5017.643555
	Iteration 52Q: 3 clusters Score -2979423 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2979432.750000 Penalty: 5017.643555
	Iteration 53Q: 3 clusters Score -2979433 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2979435.000000 Penalty: 5017.643555
	Iteration 54Q: 3 clusters Score -2979435 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2979455.500000 Penalty: 5017.643555
	Iteration 55Q: 3 clusters Score -2979456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2979464.250000 Penalty: 5017.643555
	Iteration 56Q: 3 clusters Score -2979464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2979466.000000 Penalty: 5017.643555
	Iteration 57Q: 3 clusters Score -2979466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2979481.750000 Penalty: 5017.643555
	Iteration 58Q: 3 clusters Score -2979482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2979488.250000 Penalty: 5017.643555
	Iteration 59Q: 3 clusters Score -2979488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2979504.000000 Penalty: 5017.643555
	Iteration 60F: 3 clusters Score -2979504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2979504.500000 Penalty: 5017.643555
	Iteration 61Q: 3 clusters Score -2979504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2979506.250000 Penalty: 5017.643555
	Iteration 62Q: 3 clusters Score -2979506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2979509.000000 Penalty: 5017.643555
	Iteration 63Q: 3 clusters Score -2979509 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2979524.000000 Penalty: 5017.643555
	Iteration 64Q: 3 clusters Score -2979524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2979527.250000 Penalty: 5017.643555
	Iteration 65Q: 3 clusters Score -2979527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2979531.000000 Penalty: 5017.643555
	Iteration 66Q: 3 clusters Score -2979531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2979546.250000 Penalty: 5017.643555
	Iteration 67Q: 3 clusters Score -2979546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2979553.000000 Penalty: 5017.643555
	Iteration 68Q: 3 clusters Score -2979553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2979553.500000 Penalty: 5017.643555
	Iteration 69Q: 3 clusters Score -2979554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2979553.250000 Penalty: 5017.643555
	Iteration 70Q: 3 clusters Score -2979553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2979551.750000 Penalty: 5017.643555
	Iteration 71Q: 3 clusters Score -2979552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2979561.000000 Penalty: 5017.643555
	Iteration 72Q: 3 clusters Score -2979561 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2979565.750000 Penalty: 5017.643555
	Iteration 73Q: 3 clusters Score -2979566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2979577.250000 Penalty: 5017.643555
	Iteration 74Q: 3 clusters Score -2979577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2979579.750000 Penalty: 5017.643555
	Iteration 75Q: 3 clusters Score -2979580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2979586.250000 Penalty: 5017.643555
	Iteration 76Q: 3 clusters Score -2979586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2979596.250000 Penalty: 5017.643555
	Iteration 77Q: 3 clusters Score -2979596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2979600.250000 Penalty: 5017.643555
	Iteration 78Q: 3 clusters Score -2979600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2979612.750000 Penalty: 5017.643555
	Iteration 79Q: 3 clusters Score -2979613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2979598.750000 Penalty: 5017.643555
	Iteration 80F: 3 clusters Score -2979599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2979600.500000 Penalty: 5017.643555
	Iteration 81Q: 3 clusters Score -2979600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2979608.750000 Penalty: 5017.643555
	Iteration 82Q: 3 clusters Score -2979609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2979619.000000 Penalty: 5017.643555
	Iteration 83Q: 3 clusters Score -2979619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2979620.250000 Penalty: 5017.643555
	Iteration 84Q: 3 clusters Score -2979620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2979627.000000 Penalty: 5017.643555
	Iteration 85Q: 3 clusters Score -2979627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2979633.000000 Penalty: 5017.643555
	Iteration 86Q: 3 clusters Score -2979633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2979640.750000 Penalty: 5017.643555
	Iteration 87Q: 3 clusters Score -2979641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2979655.750000 Penalty: 5017.643555
	Iteration 88Q: 3 clusters Score -2979656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2979659.000000 Penalty: 5017.643555
	Iteration 89Q: 3 clusters Score -2979659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2979662.250000 Penalty: 5017.643555
	Iteration 90Q: 3 clusters Score -2979662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -2979668.750000 Penalty: 5017.643555
	Iteration 91Q: 3 clusters Score -2979669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2979686.500000 Penalty: 5017.643555
	Iteration 92Q: 3 clusters Score -2979686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2979694.500000 Penalty: 5017.643555
	Iteration 93Q: 3 clusters Score -2979694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2979703.250000 Penalty: 5017.643555
	Iteration 94Q: 3 clusters Score -2979703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2979711.500000 Penalty: 5017.643555
	Iteration 95Q: 3 clusters Score -2979712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2979718.250000 Penalty: 5017.643555
	Iteration 96Q: 3 clusters Score -2979718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2979727.500000 Penalty: 5017.643555
	Iteration 97Q: 3 clusters Score -2979728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2979742.500000 Penalty: 5017.643555
	Iteration 98Q: 3 clusters Score -2979742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2979747.250000 Penalty: 5017.643555
	Iteration 99Q: 3 clusters Score -2979747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2979773.750000 Penalty: 5017.643555
	Iteration 100F: 3 clusters Score -2979774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2979778.750000 Penalty: 5017.643555
	Iteration 101Q: 3 clusters Score -2979779 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2979791.250000 Penalty: 5017.643555
	Iteration 102Q: 3 clusters Score -2979791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2979810.500000 Penalty: 5017.643555
	Iteration 103Q: 3 clusters Score -2979810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2979823.000000 Penalty: 5017.643555
	Iteration 104Q: 3 clusters Score -2979823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2979847.500000 Penalty: 5017.643555
	Iteration 105Q: 3 clusters Score -2979848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2979847.000000 Penalty: 5017.643555
	Iteration 106Q: 3 clusters Score -2979847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2979857.250000 Penalty: 5017.643555
	Iteration 107Q: 3 clusters Score -2979857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2979872.500000 Penalty: 5017.643555
	Iteration 108Q: 3 clusters Score -2979872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2979878.250000 Penalty: 5017.643555
	Iteration 109Q: 3 clusters Score -2979878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2979880.750000 Penalty: 5017.643555
	Iteration 110Q: 3 clusters Score -2979881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2979888.500000 Penalty: 5017.643555
	Iteration 111Q: 3 clusters Score -2979888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2979891.250000 Penalty: 5017.643555
	Iteration 112Q: 3 clusters Score -2979891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2979894.000000 Penalty: 5017.643555
	Iteration 113Q: 3 clusters Score -2979894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2979899.500000 Penalty: 5017.643555
	Iteration 114Q: 3 clusters Score -2979900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2979904.750000 Penalty: 5017.643555
	Iteration 115Q: 3 clusters Score -2979905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2979903.000000 Penalty: 5017.643555
	Iteration 116Q: 3 clusters Score -2979903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2979913.500000 Penalty: 5017.643555
	Iteration 117Q: 3 clusters Score -2979914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2979920.000000 Penalty: 5017.643555
	Iteration 118Q: 3 clusters Score -2979920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2979924.250000 Penalty: 5017.643555
	Iteration 119Q: 3 clusters Score -2979924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2979936.250000 Penalty: 5017.643555
	Iteration 120F: 3 clusters Score -2979936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2979950.500000 Penalty: 5017.643555
	Iteration 121Q: 3 clusters Score -2979950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2979965.000000 Penalty: 5017.643555
	Iteration 122Q: 3 clusters Score -2979965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2979977.000000 Penalty: 5017.643555
	Iteration 123Q: 3 clusters Score -2979977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2979985.000000 Penalty: 5017.643555
	Iteration 124Q: 3 clusters Score -2979985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2979996.250000 Penalty: 5017.643555
	Iteration 125Q: 3 clusters Score -2979996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2980013.750000 Penalty: 5017.643555
	Iteration 126Q: 3 clusters Score -2980014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2980022.750000 Penalty: 5017.643555
	Iteration 127Q: 3 clusters Score -2980023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -2980027.250000 Penalty: 5017.643555
	Iteration 128Q: 3 clusters Score -2980027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2980037.250000 Penalty: 5017.643555
	Iteration 129Q: 3 clusters Score -2980037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2980050.000000 Penalty: 5017.643555
	Iteration 130Q: 3 clusters Score -2980050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2980061.500000 Penalty: 5017.643555
	Iteration 131Q: 3 clusters Score -2980062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -2980074.750000 Penalty: 5017.643555
	Iteration 132Q: 3 clusters Score -2980075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2980077.750000 Penalty: 5017.643555
	Iteration 133Q: 3 clusters Score -2980078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2980092.000000 Penalty: 5017.643555
	Iteration 134Q: 3 clusters Score -2980092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2980092.000000 Penalty: 5017.643555
	Iteration 135Q: 3 clusters Score -2980092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2980106.000000 Penalty: 5017.643555
	Iteration 136Q: 3 clusters Score -2980106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -2980115.250000 Penalty: 5017.643555
	Iteration 137Q: 3 clusters Score -2980115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2980113.250000 Penalty: 5017.643555
	Iteration 138Q: 3 clusters Score -2980113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -2980120.500000 Penalty: 5017.643555
	Iteration 139Q: 3 clusters Score -2980120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2980123.000000 Penalty: 5017.643555
	Iteration 140F: 3 clusters Score -2980123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2980123.750000 Penalty: 5017.643555
	Iteration 141Q: 3 clusters Score -2980124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2980129.000000 Penalty: 5017.643555
	Iteration 142Q: 3 clusters Score -2980129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2980140.500000 Penalty: 5017.643555
	Iteration 143Q: 3 clusters Score -2980140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -2980160.500000 Penalty: 5017.643555
	Iteration 144Q: 3 clusters Score -2980160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2980155.750000 Penalty: 5017.643555
	Iteration 145Q: 3 clusters Score -2980156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2980164.750000 Penalty: 5017.643555
	Iteration 146Q: 3 clusters Score -2980165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2980167.500000 Penalty: 5017.643555
	Iteration 147Q: 3 clusters Score -2980168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2980168.750000 Penalty: 5017.643555
	Iteration 148Q: 3 clusters Score -2980169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2980172.250000 Penalty: 5017.643555
	Iteration 149Q: 3 clusters Score -2980172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -2980178.500000 Penalty: 5017.643555
	Iteration 150Q: 3 clusters Score -2980178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2980179.750000 Penalty: 5017.643555
	Iteration 151Q: 3 clusters Score -2980180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2980179.250000 Penalty: 5017.643555
	Iteration 152Q: 3 clusters Score -2980179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2980179.750000 Penalty: 5017.643555
	Iteration 153Q: 3 clusters Score -2980180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2980178.000000 Penalty: 5017.643555
	Iteration 154Q: 3 clusters Score -2980178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2980180.000000 Penalty: 5017.643555
	Iteration 155Q: 3 clusters Score -2980180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2980185.000000 Penalty: 5017.643555
	Iteration 156Q: 3 clusters Score -2980185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2980192.250000 Penalty: 5017.643555
	Iteration 157Q: 3 clusters Score -2980192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2980192.250000 Penalty: 5017.643555
	Iteration 158F: 3 clusters Score -2980192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Entering Unmasked Estep 
Score: -667937.500000 Penalty: 2143.012451
	Iteration 0F: 2 clusters Score -667937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -663057.312500 Penalty: 4286.024902
	Iteration 0F: 3 clusters Score -663057.3 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -664238.437500 Penalty: 4286.024902
	Iteration 1F: 3 clusters Score -664238.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -664542.562500 Penalty: 4286.024902
	Iteration 2F: 3 clusters Score -664542.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -664856.250000 Penalty: 4286.024902
	Iteration 3F: 3 clusters Score -664856.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -665202.312500 Penalty: 4286.024902
	Iteration 4F: 3 clusters Score -665202.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -665568.812500 Penalty: 4286.024902
	Iteration 5F: 3 clusters Score -665568.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -665895.250000 Penalty: 4286.024902
	Iteration 6F: 3 clusters Score -665895.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -666110.437500 Penalty: 4286.024902
	Iteration 7Q: 3 clusters Score -666110.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -666263.125000 Penalty: 4286.024902
	Iteration 8Q: 3 clusters Score -666263.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -666384.687500 Penalty: 4286.024902
	Iteration 9Q: 3 clusters Score -666384.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -666466.375000 Penalty: 4286.024902
	Iteration 10Q: 3 clusters Score -666466.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -666514.187500 Penalty: 4286.024902
	Iteration 11Q: 3 clusters Score -666514.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -666547.500000 Penalty: 4286.024902
	Iteration 12Q: 3 clusters Score -666547.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -666577.187500 Penalty: 4286.024902
	Iteration 13Q: 3 clusters Score -666577.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -666599.187500 Penalty: 4286.024902
	Iteration 14Q: 3 clusters Score -666599.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -666619.312500 Penalty: 4286.024902
	Iteration 15Q: 3 clusters Score -666619.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -666630.125000 Penalty: 4286.024902
	Iteration 16Q: 3 clusters Score -666630.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -666639.937500 Penalty: 4286.024902
	Iteration 17Q: 3 clusters Score -666639.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -666645.500000 Penalty: 4286.024902
	Iteration 18Q: 3 clusters Score -666645.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -666654.312500 Penalty: 4286.024902
	Iteration 19Q: 3 clusters Score -666654.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -666668.312500 Penalty: 4286.024902
	Iteration 20F: 3 clusters Score -666668.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -666680.000000 Penalty: 4286.024902
	Iteration 21Q: 3 clusters Score -666680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -666708.625000 Penalty: 4286.024902
	Iteration 22Q: 3 clusters Score -666708.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -666738.000000 Penalty: 4286.024902
	Iteration 23Q: 3 clusters Score -666738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -666760.500000 Penalty: 4286.024902
	Iteration 24Q: 3 clusters Score -666760.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -666787.625000 Penalty: 4286.024902
	Iteration 25Q: 3 clusters Score -666787.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -666814.375000 Penalty: 4286.024902
	Iteration 26Q: 3 clusters Score -666814.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -666833.562500 Penalty: 4286.024902
	Iteration 27Q: 3 clusters Score -666833.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -666853.500000 Penalty: 4286.024902
	Iteration 28Q: 3 clusters Score -666853.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -666870.812500 Penalty: 4286.024902
	Iteration 29Q: 3 clusters Score -666870.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -666886.750000 Penalty: 4286.024902
	Iteration 30Q: 3 clusters Score -666886.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -666898.875000 Penalty: 4286.024902
	Iteration 31Q: 3 clusters Score -666898.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -666918.000000 Penalty: 4286.024902
	Iteration 32Q: 3 clusters Score -666918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -666933.625000 Penalty: 4286.024902
	Iteration 33Q: 3 clusters Score -666933.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -666958.812500 Penalty: 4286.024902
	Iteration 34Q: 3 clusters Score -666958.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -666989.312500 Penalty: 4286.024902
	Iteration 35Q: 3 clusters Score -666989.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -667048.312500 Penalty: 4286.024902
	Iteration 36Q: 3 clusters Score -667048.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -667146.562500 Penalty: 4286.024902
	Iteration 37Q: 3 clusters Score -667146.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -667235.187500 Penalty: 4286.024902
	Iteration 38Q: 3 clusters Score -667235.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -667299.125000 Penalty: 4286.024902
	Iteration 39Q: 3 clusters Score -667299.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -667347.250000 Penalty: 4286.024902
	Iteration 40F: 3 clusters Score -667347.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -667374.312500 Penalty: 4286.024902
	Iteration 41Q: 3 clusters Score -667374.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -667386.437500 Penalty: 4286.024902
	Iteration 42Q: 3 clusters Score -667386.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -667391.437500 Penalty: 4286.024902
	Iteration 43Q: 3 clusters Score -667391.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -667390.437500 Penalty: 4286.024902
	Iteration 44Q: 3 clusters Score -667390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -667392.187500 Penalty: 4286.024902
	Iteration 45Q: 3 clusters Score -667392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -667392.187500 Penalty: 4286.024902
	Iteration 46F: 3 clusters Score -667392.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -664495.375000 Penalty: 2138.368408
	Iteration 0F: 2 clusters Score -664495.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -659715.500000 Penalty: 4276.736816
	Iteration 0F: 3 clusters Score -659715.5 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -660907.687500 Penalty: 4276.736816
	Iteration 1F: 3 clusters Score -660907.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -661144.187500 Penalty: 4276.736816
	Iteration 2F: 3 clusters Score -661144.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -661295.562500 Penalty: 4276.736816
	Iteration 3Q: 3 clusters Score -661295.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -661412.437500 Penalty: 4276.736816
	Iteration 4Q: 3 clusters Score -661412.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -661496.437500 Penalty: 4276.736816
	Iteration 5Q: 3 clusters Score -661496.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -661547.937500 Penalty: 4276.736816
	Iteration 6Q: 3 clusters Score -661547.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -661599.062500 Penalty: 4276.736816
	Iteration 7Q: 3 clusters Score -661599.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -661643.937500 Penalty: 4276.736816
	Iteration 8Q: 3 clusters Score -661643.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -661689.250000 Penalty: 4276.736816
	Iteration 9Q: 3 clusters Score -661689.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -661737.750000 Penalty: 4276.736816
	Iteration 10Q: 3 clusters Score -661737.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -661782.125000 Penalty: 4276.736816
	Iteration 11Q: 3 clusters Score -661782.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -661827.562500 Penalty: 4276.736816
	Iteration 12Q: 3 clusters Score -661827.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -661883.500000 Penalty: 4276.736816
	Iteration 13Q: 3 clusters Score -661883.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -661947.875000 Penalty: 4276.736816
	Iteration 14Q: 3 clusters Score -661947.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -662010.750000 Penalty: 4276.736816
	Iteration 15Q: 3 clusters Score -662010.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -662083.687500 Penalty: 4276.736816
	Iteration 16Q: 3 clusters Score -662083.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -662147.187500 Penalty: 4276.736816
	Iteration 17Q: 3 clusters Score -662147.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -662202.437500 Penalty: 4276.736816
	Iteration 18Q: 3 clusters Score -662202.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -662247.375000 Penalty: 4276.736816
	Iteration 19Q: 3 clusters Score -662247.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -662283.812500 Penalty: 4276.736816
	Iteration 20F: 3 clusters Score -662283.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -662311.125000 Penalty: 4276.736816
	Iteration 21Q: 3 clusters Score -662311.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -662342.812500 Penalty: 4276.736816
	Iteration 22Q: 3 clusters Score -662342.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -662365.750000 Penalty: 4276.736816
	Iteration 23Q: 3 clusters Score -662365.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -662384.875000 Penalty: 4276.736816
	Iteration 24Q: 3 clusters Score -662384.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -662400.000000 Penalty: 4276.736816
	Iteration 25Q: 3 clusters Score -662400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -662418.375000 Penalty: 4276.736816
	Iteration 26Q: 3 clusters Score -662418.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -662435.937500 Penalty: 4276.736816
	Iteration 27Q: 3 clusters Score -662435.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -662448.312500 Penalty: 4276.736816
	Iteration 28Q: 3 clusters Score -662448.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -662466.187500 Penalty: 4276.736816
	Iteration 29Q: 3 clusters Score -662466.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -662480.125000 Penalty: 4276.736816
	Iteration 30Q: 3 clusters Score -662480.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -662495.937500 Penalty: 4276.736816
	Iteration 31Q: 3 clusters Score -662495.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -662516.312500 Penalty: 4276.736816
	Iteration 32Q: 3 clusters Score -662516.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -662542.937500 Penalty: 4276.736816
	Iteration 33Q: 3 clusters Score -662542.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -662561.187500 Penalty: 4276.736816
	Iteration 34Q: 3 clusters Score -662561.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -662573.687500 Penalty: 4276.736816
	Iteration 35Q: 3 clusters Score -662573.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -662584.250000 Penalty: 4276.736816
	Iteration 36Q: 3 clusters Score -662584.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -662591.625000 Penalty: 4276.736816
	Iteration 37Q: 3 clusters Score -662591.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -662602.187500 Penalty: 4276.736816
	Iteration 38Q: 3 clusters Score -662602.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -662613.937500 Penalty: 4276.736816
	Iteration 39Q: 3 clusters Score -662613.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -662627.687500 Penalty: 4276.736816
	Iteration 40F: 3 clusters Score -662627.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -662639.625000 Penalty: 4276.736816
	Iteration 41Q: 3 clusters Score -662639.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -662649.750000 Penalty: 4276.736816
	Iteration 42Q: 3 clusters Score -662649.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -662660.750000 Penalty: 4276.736816
	Iteration 43Q: 3 clusters Score -662660.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -662666.437500 Penalty: 4276.736816
	Iteration 44Q: 3 clusters Score -662666.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -662670.187500 Penalty: 4276.736816
	Iteration 45Q: 3 clusters Score -662670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -662672.250000 Penalty: 4276.736816
	Iteration 46Q: 3 clusters Score -662672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -662673.687500 Penalty: 4276.736816
	Iteration 47Q: 3 clusters Score -662673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -662677.125000 Penalty: 4276.736816
	Iteration 48Q: 3 clusters Score -662677.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -662683.187500 Penalty: 4276.736816
	Iteration 49Q: 3 clusters Score -662683.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -662686.562500 Penalty: 4276.736816
	Iteration 50Q: 3 clusters Score -662686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -662691.562500 Penalty: 4276.736816
	Iteration 51Q: 3 clusters Score -662691.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -662696.875000 Penalty: 4276.736816
	Iteration 52Q: 3 clusters Score -662696.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -662698.437500 Penalty: 4276.736816
	Iteration 53Q: 3 clusters Score -662698.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -662703.375000 Penalty: 4276.736816
	Iteration 54Q: 3 clusters Score -662703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -662705.687500 Penalty: 4276.736816
	Iteration 55Q: 3 clusters Score -662705.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -662708.562500 Penalty: 4276.736816
	Iteration 56Q: 3 clusters Score -662708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -662711.812500 Penalty: 4276.736816
	Iteration 57Q: 3 clusters Score -662711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -662714.375000 Penalty: 4276.736816
	Iteration 58Q: 3 clusters Score -662714.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -662719.750000 Penalty: 4276.736816
	Iteration 59Q: 3 clusters Score -662719.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -662721.062500 Penalty: 4276.736816
	Iteration 60F: 3 clusters Score -662721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -662723.500000 Penalty: 4276.736816
	Iteration 61Q: 3 clusters Score -662723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -662723.375000 Penalty: 4276.736816
	Iteration 62Q: 3 clusters Score -662723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -662726.375000 Penalty: 4276.736816
	Iteration 63Q: 3 clusters Score -662726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -662729.687500 Penalty: 4276.736816
	Iteration 64Q: 3 clusters Score -662729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -662732.375000 Penalty: 4276.736816
	Iteration 65Q: 3 clusters Score -662732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -662734.812500 Penalty: 4276.736816
	Iteration 66Q: 3 clusters Score -662734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -662735.187500 Penalty: 4276.736816
	Iteration 67Q: 3 clusters Score -662735.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -662739.500000 Penalty: 4276.736816
	Iteration 68Q: 3 clusters Score -662739.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -662742.625000 Penalty: 4276.736816
	Iteration 69Q: 3 clusters Score -662742.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -662743.750000 Penalty: 4276.736816
	Iteration 70Q: 3 clusters Score -662743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -662746.062500 Penalty: 4276.736816
	Iteration 71Q: 3 clusters Score -662746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -662750.312500 Penalty: 4276.736816
	Iteration 72Q: 3 clusters Score -662750.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -662754.437500 Penalty: 4276.736816
	Iteration 73Q: 3 clusters Score -662754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -662755.375000 Penalty: 4276.736816
	Iteration 74Q: 3 clusters Score -662755.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -662760.250000 Penalty: 4276.736816
	Iteration 75Q: 3 clusters Score -662760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -662762.562500 Penalty: 4276.736816
	Iteration 76Q: 3 clusters Score -662762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -662764.500000 Penalty: 4276.736816
	Iteration 77Q: 3 clusters Score -662764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -662764.125000 Penalty: 4276.736816
	Iteration 78Q: 3 clusters Score -662764.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -662765.250000 Penalty: 4276.736816
	Iteration 79Q: 3 clusters Score -662765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -662765.562500 Penalty: 4276.736816
	Iteration 80F: 3 clusters Score -662765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -662767.312500 Penalty: 4276.736816
	Iteration 81Q: 3 clusters Score -662767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -662767.312500 Penalty: 4276.736816
	Iteration 82Q: 3 clusters Score -662767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -662766.250000 Penalty: 4276.736816
	Iteration 83Q: 3 clusters Score -662766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -662769.625000 Penalty: 4276.736816
	Iteration 84Q: 3 clusters Score -662769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -662769.187500 Penalty: 4276.736816
	Iteration 85Q: 3 clusters Score -662769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -662769.812500 Penalty: 4276.736816
	Iteration 86Q: 3 clusters Score -662769.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -662771.312500 Penalty: 4276.736816
	Iteration 87Q: 3 clusters Score -662771.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -662773.250000 Penalty: 4276.736816
	Iteration 88Q: 3 clusters Score -662773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -662772.625000 Penalty: 4276.736816
	Iteration 89Q: 3 clusters Score -662772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -662772.625000 Penalty: 4276.736816
	Iteration 90F: 3 clusters Score -662772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -743725.625000 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -743725.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -738410.937500 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -738410.9 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -739818.000000 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -739818 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -740070.625000 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -740070.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -740255.250000 Penalty: 4338.055664
	Iteration 3F: 3 clusters Score -740255.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -740409.875000 Penalty: 4338.055664
	Iteration 4Q: 3 clusters Score -740409.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -740533.562500 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -740533.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -740654.437500 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -740654.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -740785.375000 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -740785.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -740927.875000 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -740927.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -741093.437500 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -741093.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -741306.062500 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -741306.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -741547.625000 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -741547.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -741752.937500 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -741752.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -741909.250000 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -741909.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -742016.375000 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -742016.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -742114.062500 Penalty: 4338.055664
	Iteration 15Q: 3 clusters Score -742114.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -742189.625000 Penalty: 4338.055664
	Iteration 16Q: 3 clusters Score -742189.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -742241.625000 Penalty: 4338.055664
	Iteration 17Q: 3 clusters Score -742241.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -742289.750000 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -742289.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -742328.562500 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -742328.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -742354.812500 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -742354.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -742382.625000 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -742382.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -742400.750000 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -742400.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -742415.812500 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -742415.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -742426.937500 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -742426.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -742436.937500 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -742436.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -742445.062500 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -742445.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -742454.125000 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -742454.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -742460.562500 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -742460.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -742466.312500 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -742466.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -742470.812500 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -742470.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -742474.062500 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -742474.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -742475.187500 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -742475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -742474.500000 Penalty: 4338.055664
	Iteration 33Q: 3 clusters Score -742474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -742476.062500 Penalty: 4338.055664
	Iteration 34Q: 3 clusters Score -742476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -742477.375000 Penalty: 4338.055664
	Iteration 35Q: 3 clusters Score -742477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -742477.000000 Penalty: 4338.055664
	Iteration 36Q: 3 clusters Score -742477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -742478.625000 Penalty: 4338.055664
	Iteration 37Q: 3 clusters Score -742478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -742480.625000 Penalty: 4338.055664
	Iteration 38Q: 3 clusters Score -742480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -742481.500000 Penalty: 4338.055664
	Iteration 39Q: 3 clusters Score -742481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -742480.812500 Penalty: 4338.055664
	Iteration 40F: 3 clusters Score -742480.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -742481.000000 Penalty: 4338.055664
	Iteration 41Q: 3 clusters Score -742481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -742483.125000 Penalty: 4338.055664
	Iteration 42Q: 3 clusters Score -742483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -742484.625000 Penalty: 4338.055664
	Iteration 43Q: 3 clusters Score -742484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -742485.375000 Penalty: 4338.055664
	Iteration 44Q: 3 clusters Score -742485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -742486.187500 Penalty: 4338.055664
	Iteration 45Q: 3 clusters Score -742486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -742486.187500 Penalty: 4338.055664
	Iteration 46F: 3 clusters Score -742486.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -315278.781250 Penalty: 2044.725220
	Iteration 0F: 2 clusters Score -315278.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -311502.250000 Penalty: 4089.450439
	Iteration 0F: 3 clusters Score -311502.2 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -312339.875000 Penalty: 4089.450439
	Iteration 1F: 3 clusters Score -312339.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -312527.156250 Penalty: 4089.450439
	Iteration 2F: 3 clusters Score -312527.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -312650.312500 Penalty: 4089.450439
	Iteration 3Q: 3 clusters Score -312650.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -312754.093750 Penalty: 4089.450439
	Iteration 4Q: 3 clusters Score -312754.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -312861.312500 Penalty: 4089.450439
	Iteration 5Q: 3 clusters Score -312861.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -312936.906250 Penalty: 4089.450439
	Iteration 6Q: 3 clusters Score -312936.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -313006.812500 Penalty: 4089.450439
	Iteration 7Q: 3 clusters Score -313006.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -313078.031250 Penalty: 4089.450439
	Iteration 8Q: 3 clusters Score -313078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -313144.281250 Penalty: 4089.450439
	Iteration 9Q: 3 clusters Score -313144.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -313197.468750 Penalty: 4089.450439
	Iteration 10Q: 3 clusters Score -313197.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -313250.562500 Penalty: 4089.450439
	Iteration 11Q: 3 clusters Score -313250.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -313297.906250 Penalty: 4089.450439
	Iteration 12Q: 3 clusters Score -313297.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -313352.843750 Penalty: 4089.450439
	Iteration 13Q: 3 clusters Score -313352.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -313387.343750 Penalty: 4089.450439
	Iteration 14Q: 3 clusters Score -313387.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -313415.281250 Penalty: 4089.450439
	Iteration 15Q: 3 clusters Score -313415.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -313430.156250 Penalty: 4089.450439
	Iteration 16Q: 3 clusters Score -313430.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -313445.250000 Penalty: 4089.450439
	Iteration 17Q: 3 clusters Score -313445.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -313453.843750 Penalty: 4089.450439
	Iteration 18Q: 3 clusters Score -313453.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -313461.125000 Penalty: 4089.450439
	Iteration 19Q: 3 clusters Score -313461.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -313467.343750 Penalty: 4089.450439
	Iteration 20F: 3 clusters Score -313467.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -313471.562500 Penalty: 4089.450439
	Iteration 21Q: 3 clusters Score -313471.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -313474.406250 Penalty: 4089.450439
	Iteration 22Q: 3 clusters Score -313474.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -313477.781250 Penalty: 4089.450439
	Iteration 23Q: 3 clusters Score -313477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -313481.625000 Penalty: 4089.450439
	Iteration 24Q: 3 clusters Score -313481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -313483.968750 Penalty: 4089.450439
	Iteration 25Q: 3 clusters Score -313484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -313485.875000 Penalty: 4089.450439
	Iteration 26Q: 3 clusters Score -313485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -313487.812500 Penalty: 4089.450439
	Iteration 27Q: 3 clusters Score -313487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -313490.687500 Penalty: 4089.450439
	Iteration 28Q: 3 clusters Score -313490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -313493.687500 Penalty: 4089.450439
	Iteration 29Q: 3 clusters Score -313493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -313494.093750 Penalty: 4089.450439
	Iteration 30Q: 3 clusters Score -313494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -313494.093750 Penalty: 4089.450439
	Iteration 31F: 3 clusters Score -313494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Entering Unmasked Estep 
Score: -861326.125000 Penalty: 2202.005615
	Iteration 0F: 2 clusters Score -861326.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -855423.250000 Penalty: 4404.011230
	Iteration 0F: 3 clusters Score -855423.2 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -856986.125000 Penalty: 4404.011230
	Iteration 1F: 3 clusters Score -856986.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -857243.562500 Penalty: 4404.011230
	Iteration 2F: 3 clusters Score -857243.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -857411.625000 Penalty: 4404.011230
	Iteration 3F: 3 clusters Score -857411.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -857511.375000 Penalty: 4404.011230
	Iteration 4Q: 3 clusters Score -857511.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -857587.812500 Penalty: 4404.011230
	Iteration 5Q: 3 clusters Score -857587.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -857645.062500 Penalty: 4404.011230
	Iteration 6Q: 3 clusters Score -857645.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -857696.125000 Penalty: 4404.011230
	Iteration 7Q: 3 clusters Score -857696.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -857732.062500 Penalty: 4404.011230
	Iteration 8Q: 3 clusters Score -857732.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -857767.062500 Penalty: 4404.011230
	Iteration 9Q: 3 clusters Score -857767.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -857795.375000 Penalty: 4404.011230
	Iteration 10Q: 3 clusters Score -857795.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -857826.625000 Penalty: 4404.011230
	Iteration 11Q: 3 clusters Score -857826.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -857852.812500 Penalty: 4404.011230
	Iteration 12Q: 3 clusters Score -857852.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -857868.312500 Penalty: 4404.011230
	Iteration 13Q: 3 clusters Score -857868.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -857886.125000 Penalty: 4404.011230
	Iteration 14Q: 3 clusters Score -857886.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -857904.937500 Penalty: 4404.011230
	Iteration 15Q: 3 clusters Score -857904.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -857929.125000 Penalty: 4404.011230
	Iteration 16Q: 3 clusters Score -857929.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -857961.875000 Penalty: 4404.011230
	Iteration 17Q: 3 clusters Score -857961.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -858002.625000 Penalty: 4404.011230
	Iteration 18Q: 3 clusters Score -858002.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -858060.812500 Penalty: 4404.011230
	Iteration 19Q: 3 clusters Score -858060.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -858136.125000 Penalty: 4404.011230
	Iteration 20F: 3 clusters Score -858136.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -858206.437500 Penalty: 4404.011230
	Iteration 21Q: 3 clusters Score -858206.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -858284.812500 Penalty: 4404.011230
	Iteration 22Q: 3 clusters Score -858284.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -858371.375000 Penalty: 4404.011230
	Iteration 23Q: 3 clusters Score -858371.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -858465.937500 Penalty: 4404.011230
	Iteration 24Q: 3 clusters Score -858465.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -858539.687500 Penalty: 4404.011230
	Iteration 25Q: 3 clusters Score -858539.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -858616.125000 Penalty: 4404.011230
	Iteration 26Q: 3 clusters Score -858616.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -858691.500000 Penalty: 4404.011230
	Iteration 27Q: 3 clusters Score -858691.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -858791.437500 Penalty: 4404.011230
	Iteration 28Q: 3 clusters Score -858791.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -858881.437500 Penalty: 4404.011230
	Iteration 29Q: 3 clusters Score -858881.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -858984.437500 Penalty: 4404.011230
	Iteration 30Q: 3 clusters Score -858984.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -859103.500000 Penalty: 4404.011230
	Iteration 31Q: 3 clusters Score -859103.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -859236.687500 Penalty: 4404.011230
	Iteration 32Q: 3 clusters Score -859236.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -859377.500000 Penalty: 4404.011230
	Iteration 33Q: 3 clusters Score -859377.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -859530.750000 Penalty: 4404.011230
	Iteration 34Q: 3 clusters Score -859530.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -859669.125000 Penalty: 4404.011230
	Iteration 35Q: 3 clusters Score -859669.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -859786.250000 Penalty: 4404.011230
	Iteration 36Q: 3 clusters Score -859786.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -859861.062500 Penalty: 4404.011230
	Iteration 37Q: 3 clusters Score -859861.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -859924.562500 Penalty: 4404.011230
	Iteration 38Q: 3 clusters Score -859924.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -859960.812500 Penalty: 4404.011230
	Iteration 39Q: 3 clusters Score -859960.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -859990.625000 Penalty: 4404.011230
	Iteration 40F: 3 clusters Score -859990.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -860013.812500 Penalty: 4404.011230
	Iteration 41Q: 3 clusters Score -860013.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -860030.125000 Penalty: 4404.011230
	Iteration 42Q: 3 clusters Score -860030.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -860042.062500 Penalty: 4404.011230
	Iteration 43Q: 3 clusters Score -860042.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -860049.687500 Penalty: 4404.011230
	Iteration 44Q: 3 clusters Score -860049.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -860054.937500 Penalty: 4404.011230
	Iteration 45Q: 3 clusters Score -860054.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -860057.812500 Penalty: 4404.011230
	Iteration 46Q: 3 clusters Score -860057.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -860060.500000 Penalty: 4404.011230
	Iteration 47Q: 3 clusters Score -860060.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -860068.250000 Penalty: 4404.011230
	Iteration 48Q: 3 clusters Score -860068.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -860068.937500 Penalty: 4404.011230
	Iteration 49Q: 3 clusters Score -860068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -860070.250000 Penalty: 4404.011230
	Iteration 50Q: 3 clusters Score -860070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -860070.750000 Penalty: 4404.011230
	Iteration 51Q: 3 clusters Score -860070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -860072.812500 Penalty: 4404.011230
	Iteration 52Q: 3 clusters Score -860072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -860074.687500 Penalty: 4404.011230
	Iteration 53Q: 3 clusters Score -860074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -860073.562500 Penalty: 4404.011230
	Iteration 54Q: 3 clusters Score -860073.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -860073.562500 Penalty: 4404.011230
	Iteration 55F: 3 clusters Score -860073.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -460852.937500 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -460852.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -457053.250000 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -457053.2 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -457865.500000 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -457865.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -458032.625000 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -458032.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -458119.343750 Penalty: 4086.576416
	Iteration 3Q: 3 clusters Score -458119.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -458185.781250 Penalty: 4086.576416
	Iteration 4Q: 3 clusters Score -458185.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -458241.718750 Penalty: 4086.576416
	Iteration 5Q: 3 clusters Score -458241.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -458286.312500 Penalty: 4086.576416
	Iteration 6Q: 3 clusters Score -458286.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -458322.812500 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -458322.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -458352.937500 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -458352.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -458390.562500 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -458390.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -458430.656250 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -458430.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -458469.812500 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -458469.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -458508.781250 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -458508.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -458541.062500 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -458541.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -458571.906250 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -458571.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -458618.437500 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -458618.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -458667.500000 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -458667.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -458721.187500 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -458721.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -458761.093750 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -458761.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -458791.531250 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -458791.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -458821.031250 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -458821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -458838.593750 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -458838.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -458854.531250 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -458854.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -458863.187500 Penalty: 4086.576416
	Iteration 23Q: 3 clusters Score -458863.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -458868.468750 Penalty: 4086.576416
	Iteration 24Q: 3 clusters Score -458868.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -458873.875000 Penalty: 4086.576416
	Iteration 25Q: 3 clusters Score -458873.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -458878.250000 Penalty: 4086.576416
	Iteration 26Q: 3 clusters Score -458878.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -458882.843750 Penalty: 4086.576416
	Iteration 27Q: 3 clusters Score -458882.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -458892.093750 Penalty: 4086.576416
	Iteration 28Q: 3 clusters Score -458892.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -458897.375000 Penalty: 4086.576416
	Iteration 29Q: 3 clusters Score -458897.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -458907.906250 Penalty: 4086.576416
	Iteration 30Q: 3 clusters Score -458907.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -458919.906250 Penalty: 4086.576416
	Iteration 31Q: 3 clusters Score -458919.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -458930.468750 Penalty: 4086.576416
	Iteration 32Q: 3 clusters Score -458930.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -458939.750000 Penalty: 4086.576416
	Iteration 33Q: 3 clusters Score -458939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -458955.406250 Penalty: 4086.576416
	Iteration 34Q: 3 clusters Score -458955.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -458966.250000 Penalty: 4086.576416
	Iteration 35Q: 3 clusters Score -458966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -458974.218750 Penalty: 4086.576416
	Iteration 36Q: 3 clusters Score -458974.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -458983.843750 Penalty: 4086.576416
	Iteration 37Q: 3 clusters Score -458983.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -458992.218750 Penalty: 4086.576416
	Iteration 38Q: 3 clusters Score -458992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -458996.218750 Penalty: 4086.576416
	Iteration 39Q: 3 clusters Score -458996.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -459003.281250 Penalty: 4086.576416
	Iteration 40F: 3 clusters Score -459003.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -459009.718750 Penalty: 4086.576416
	Iteration 41Q: 3 clusters Score -459009.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -459012.031250 Penalty: 4086.576416
	Iteration 42Q: 3 clusters Score -459012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -459015.656250 Penalty: 4086.576416
	Iteration 43Q: 3 clusters Score -459015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -459016.406250 Penalty: 4086.576416
	Iteration 44Q: 3 clusters Score -459016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -459016.625000 Penalty: 4086.576416
	Iteration 45Q: 3 clusters Score -459016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -459016.625000 Penalty: 4086.576416
	Iteration 46F: 3 clusters Score -459016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -183313.156250 Penalty: 1813.678711
	Iteration 0F: 2 clusters Score -183313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -181001.968750 Penalty: 3627.357422
	Iteration 0F: 3 clusters Score -181002 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -181373.500000 Penalty: 3627.357422
	Iteration 1F: 3 clusters Score -181373.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -181480.125000 Penalty: 3627.357422
	Iteration 2F: 3 clusters Score -181480.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -181572.328125 Penalty: 3627.357422
	Iteration 3Q: 3 clusters Score -181572.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -181624.578125 Penalty: 3627.357422
	Iteration 4Q: 3 clusters Score -181624.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -181664.015625 Penalty: 3627.357422
	Iteration 5Q: 3 clusters Score -181664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -181692.046875 Penalty: 3627.357422
	Iteration 6Q: 3 clusters Score -181692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181712.500000 Penalty: 3627.357422
	Iteration 7Q: 3 clusters Score -181712.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -181731.125000 Penalty: 3627.357422
	Iteration 8Q: 3 clusters Score -181731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -181752.171875 Penalty: 3627.357422
	Iteration 9Q: 3 clusters Score -181752.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -181765.250000 Penalty: 3627.357422
	Iteration 10Q: 3 clusters Score -181765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -181775.109375 Penalty: 3627.357422
	Iteration 11Q: 3 clusters Score -181775.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181788.765625 Penalty: 3627.357422
	Iteration 12Q: 3 clusters Score -181788.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -181802.062500 Penalty: 3627.357422
	Iteration 13Q: 3 clusters Score -181802.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181814.687500 Penalty: 3627.357422
	Iteration 14Q: 3 clusters Score -181814.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -181821.875000 Penalty: 3627.357422
	Iteration 15Q: 3 clusters Score -181821.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -181832.078125 Penalty: 3627.357422
	Iteration 16Q: 3 clusters Score -181832.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -181845.015625 Penalty: 3627.357422
	Iteration 17Q: 3 clusters Score -181845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -181852.203125 Penalty: 3627.357422
	Iteration 18Q: 3 clusters Score -181852.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -181858.375000 Penalty: 3627.357422
	Iteration 19Q: 3 clusters Score -181858.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -181863.593750 Penalty: 3627.357422
	Iteration 20F: 3 clusters Score -181863.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -181869.468750 Penalty: 3627.357422
	Iteration 21Q: 3 clusters Score -181869.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -181877.562500 Penalty: 3627.357422
	Iteration 22Q: 3 clusters Score -181877.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -181882.203125 Penalty: 3627.357422
	Iteration 23Q: 3 clusters Score -181882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -181885.453125 Penalty: 3627.357422
	Iteration 24Q: 3 clusters Score -181885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -181889.203125 Penalty: 3627.357422
	Iteration 25Q: 3 clusters Score -181889.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -181892.187500 Penalty: 3627.357422
	Iteration 26Q: 3 clusters Score -181892.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -181898.093750 Penalty: 3627.357422
	Iteration 27Q: 3 clusters Score -181898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -181901.062500 Penalty: 3627.357422
	Iteration 28Q: 3 clusters Score -181901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -181903.515625 Penalty: 3627.357422
	Iteration 29Q: 3 clusters Score -181903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -181904.328125 Penalty: 3627.357422
	Iteration 30Q: 3 clusters Score -181904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181904.750000 Penalty: 3627.357422
	Iteration 31Q: 3 clusters Score -181904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181904.750000 Penalty: 3627.357422
	Iteration 32F: 3 clusters Score -181904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5525 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40108 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9567 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 25697 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17143 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24741 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6286 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7180 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712364.000000 Penalty: 106916.710938
Iteration 239Q: 35 clusters Score -3.571236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5526 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40106 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 25698 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17142 members 
Mstep: Class 19 contains 11290 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24742 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6289 members 
Mstep: Class 31 contains 3808 members 
Mstep: Class 32 contains 7181 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712356.000000 Penalty: 106916.710938
Iteration 240F: 35 clusters Score -3.571236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40107 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 9369 members 
Mstep: Class 18 contains 17143 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24742 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6291 members 
Mstep: Class 31 contains 3809 members 
Mstep: Class 32 contains 7183 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712384.000000 Penalty: 106916.710938
Iteration 241Q: 35 clusters Score -3.571238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5523 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40110 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17142 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24742 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6291 members 
Mstep: Class 31 contains 3809 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712424.000000 Penalty: 106916.710938
Iteration 242Q: 35 clusters Score -3.571242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5522 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40110 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17139 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24744 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6294 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712416.000000 Penalty: 106916.710938
Iteration 243Q: 35 clusters Score -3.571242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40111 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 25681 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24745 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6294 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712416.000000 Penalty: 106916.710938
Iteration 244Q: 35 clusters Score -3.571242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40113 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9426 members 
Mstep: Class 16 contains 25675 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17146 members 
Mstep: Class 19 contains 11292 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24745 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6295 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712400.000000 Penalty: 106916.710938
Iteration 245Q: 35 clusters Score -3.57124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40114 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25670 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17146 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24745 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6296 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712392.000000 Penalty: 106916.710938
Iteration 246Q: 35 clusters Score -3.571239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40116 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9429 members 
Mstep: Class 16 contains 25665 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17149 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 17452 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24744 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5555 members 
Mstep: Class 30 contains 6296 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712392.000000 Penalty: 106916.710938
Iteration 247Q: 35 clusters Score -3.571239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40116 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9429 members 
Mstep: Class 16 contains 25661 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 17452 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24745 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6296 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712412.000000 Penalty: 106916.710938
Iteration 248Q: 35 clusters Score -3.571241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40117 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 25658 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17151 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 17452 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24747 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6298 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712404.000000 Penalty: 106916.710938
Iteration 249Q: 35 clusters Score -3.57124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40119 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25653 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17149 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3192 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 17452 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24751 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6301 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712412.000000 Penalty: 106916.710938
Iteration 250Q: 35 clusters Score -3.571241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40118 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25647 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17149 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13484 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24754 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712392.000000 Penalty: 106916.710938
Iteration 251Q: 35 clusters Score -3.571239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40119 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25643 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17149 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24754 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6305 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712400.000000 Penalty: 106916.710938
Iteration 252Q: 35 clusters Score -3.57124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 25637 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17150 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24758 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6306 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712384.000000 Penalty: 106916.710938
Iteration 253Q: 35 clusters Score -3.571238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9427 members 
Mstep: Class 16 contains 25634 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17148 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24759 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7185 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712380.000000 Penalty: 106916.710938
Iteration 254Q: 35 clusters Score -3.571238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40121 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25630 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17143 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13269 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24762 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6309 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7185 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712352.000000 Penalty: 106916.710938
Iteration 255Q: 35 clusters Score -3.571235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40121 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25630 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17142 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13268 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24762 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7186 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712372.000000 Penalty: 106916.710938
Iteration 256Q: 35 clusters Score -3.571237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40122 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25630 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17143 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17453 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24762 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7187 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712372.000000 Penalty: 106916.710938
Iteration 257Q: 35 clusters Score -3.571237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40123 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25629 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17142 members 
Mstep: Class 19 contains 11297 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13267 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24762 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7188 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712380.000000 Penalty: 106916.710938
Iteration 258Q: 35 clusters Score -3.571238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40126 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7789 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25629 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17139 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1567 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13265 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24762 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6309 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712404.000000 Penalty: 106916.710938
Iteration 259Q: 35 clusters Score -3.57124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40132 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17137 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13262 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24763 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712400.000000 Penalty: 106916.710938
Iteration 260F: 35 clusters Score -3.57124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40133 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9429 members 
Mstep: Class 16 contains 25625 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17135 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13262 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24764 members 
Mstep: Class 28 contains 5661 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6307 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712392.000000 Penalty: 106916.710938
Iteration 261Q: 35 clusters Score -3.571239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40131 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9431 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17134 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24765 members 
Mstep: Class 28 contains 5660 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712400.000000 Penalty: 106916.710938
Iteration 262Q: 35 clusters Score -3.57124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40128 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9433 members 
Mstep: Class 16 contains 25622 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17135 members 
Mstep: Class 19 contains 11296 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24766 members 
Mstep: Class 28 contains 5659 members 
Mstep: Class 29 contains 5556 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712416.000000 Penalty: 106916.710938
Iteration 263Q: 35 clusters Score -3.571242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40126 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9436 members 
Mstep: Class 16 contains 25619 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 17135 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24766 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712440.000000 Penalty: 106916.710938
Iteration 264Q: 35 clusters Score -3.571244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40126 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9438 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17135 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24766 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712428.000000 Penalty: 106916.710938
Iteration 265Q: 35 clusters Score -3.571243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40123 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9440 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17133 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24766 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6318 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712436.000000 Penalty: 106916.710938
Iteration 266Q: 35 clusters Score -3.571244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40119 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 9444 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17131 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13485 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24766 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6319 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712440.000000 Penalty: 106916.710938
Iteration 267Q: 35 clusters Score -3.571244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40121 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 9444 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17129 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24766 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6319 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712432.000000 Penalty: 106916.710938
Iteration 268Q: 35 clusters Score -3.571243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 9444 members 
Mstep: Class 16 contains 25617 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17128 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24766 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6319 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712436.000000 Penalty: 106916.710938
Iteration 269Q: 35 clusters Score -3.571244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9677 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 9443 members 
Mstep: Class 16 contains 25616 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17454 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24766 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6322 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712440.000000 Penalty: 106916.710938
Iteration 270Q: 35 clusters Score -3.571244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9679 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 9443 members 
Mstep: Class 16 contains 25614 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17127 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17455 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24765 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6323 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712440.000000 Penalty: 106916.710938
Iteration 271Q: 35 clusters Score -3.571244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9680 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 16 contains 25614 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17125 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17455 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24765 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6325 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712428.000000 Penalty: 106916.710938
Iteration 272Q: 35 clusters Score -3.571243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9680 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 16 contains 25614 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17125 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17455 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24765 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6324 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712436.000000 Penalty: 106916.710938
Iteration 273Q: 35 clusters Score -3.571244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9680 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 16 contains 25614 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17125 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17455 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24765 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6324 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35712436.000000 Penalty: 106916.710938
Iteration 274F: 35 clusters Score -3.571244e+07 nChanged 0
Entering ConstructFrom: 
Score: -35712436.000000 Penalty: 106916.710938
Entering ConstructFrom: 
Trying to split cluster 1 (6866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Entering Unmasked Estep 
Score: -612902.062500 Penalty: 2190.915527
	Iteration 0F: 2 clusters Score -612902.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -607242.812500 Penalty: 4381.831055
	Iteration 0F: 3 clusters Score -607242.8 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -608848.437500 Penalty: 4381.831055
	Iteration 1F: 3 clusters Score -608848.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -609191.625000 Penalty: 4381.831055
	Iteration 2F: 3 clusters Score -609191.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -609469.812500 Penalty: 4381.831055
	Iteration 3F: 3 clusters Score -609469.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -609700.437500 Penalty: 4381.831055
	Iteration 4F: 3 clusters Score -609700.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -609909.312500 Penalty: 4381.831055
	Iteration 5Q: 3 clusters Score -609909.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -610098.312500 Penalty: 4381.831055
	Iteration 6Q: 3 clusters Score -610098.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -610265.250000 Penalty: 4381.831055
	Iteration 7Q: 3 clusters Score -610265.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -610410.812500 Penalty: 4381.831055
	Iteration 8Q: 3 clusters Score -610410.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -610540.937500 Penalty: 4381.831055
	Iteration 9Q: 3 clusters Score -610540.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -610650.250000 Penalty: 4381.831055
	Iteration 10Q: 3 clusters Score -610650.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -610733.625000 Penalty: 4381.831055
	Iteration 11Q: 3 clusters Score -610733.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -610801.500000 Penalty: 4381.831055
	Iteration 12Q: 3 clusters Score -610801.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -610853.000000 Penalty: 4381.831055
	Iteration 13Q: 3 clusters Score -610853 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -610902.875000 Penalty: 4381.831055
	Iteration 14Q: 3 clusters Score -610902.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -610942.687500 Penalty: 4381.831055
	Iteration 15Q: 3 clusters Score -610942.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -610990.250000 Penalty: 4381.831055
	Iteration 16Q: 3 clusters Score -610990.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -611030.250000 Penalty: 4381.831055
	Iteration 17Q: 3 clusters Score -611030.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -611064.187500 Penalty: 4381.831055
	Iteration 18Q: 3 clusters Score -611064.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -611083.437500 Penalty: 4381.831055
	Iteration 19Q: 3 clusters Score -611083.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -611100.250000 Penalty: 4381.831055
	Iteration 20F: 3 clusters Score -611100.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -611114.937500 Penalty: 4381.831055
	Iteration 21Q: 3 clusters Score -611114.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -611127.812500 Penalty: 4381.831055
	Iteration 22Q: 3 clusters Score -611127.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -611135.125000 Penalty: 4381.831055
	Iteration 23Q: 3 clusters Score -611135.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -611138.375000 Penalty: 4381.831055
	Iteration 24Q: 3 clusters Score -611138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -611140.375000 Penalty: 4381.831055
	Iteration 25Q: 3 clusters Score -611140.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -611144.687500 Penalty: 4381.831055
	Iteration 26Q: 3 clusters Score -611144.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -611145.437500 Penalty: 4381.831055
	Iteration 27Q: 3 clusters Score -611145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -611146.062500 Penalty: 4381.831055
	Iteration 28Q: 3 clusters Score -611146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -611145.687500 Penalty: 4381.831055
	Iteration 29Q: 3 clusters Score -611145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -611146.875000 Penalty: 4381.831055
	Iteration 30Q: 3 clusters Score -611146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -611147.687500 Penalty: 4381.831055
	Iteration 31Q: 3 clusters Score -611147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -611149.562500 Penalty: 4381.831055
	Iteration 32Q: 3 clusters Score -611149.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -611150.625000 Penalty: 4381.831055
	Iteration 33Q: 3 clusters Score -611150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -611151.500000 Penalty: 4381.831055
	Iteration 34Q: 3 clusters Score -611151.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -611152.250000 Penalty: 4381.831055
	Iteration 35Q: 3 clusters Score -611152.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -611151.750000 Penalty: 4381.831055
	Iteration 36Q: 3 clusters Score -611151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -611152.687500 Penalty: 4381.831055
	Iteration 37Q: 3 clusters Score -611152.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -611153.562500 Penalty: 4381.831055
	Iteration 38Q: 3 clusters Score -611153.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -611154.125000 Penalty: 4381.831055
	Iteration 39Q: 3 clusters Score -611154.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -611155.312500 Penalty: 4381.831055
	Iteration 40F: 3 clusters Score -611155.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -611161.312500 Penalty: 4381.831055
	Iteration 41Q: 3 clusters Score -611161.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -611164.125000 Penalty: 4381.831055
	Iteration 42Q: 3 clusters Score -611164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -611167.312500 Penalty: 4381.831055
	Iteration 43Q: 3 clusters Score -611167.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -611173.750000 Penalty: 4381.831055
	Iteration 44Q: 3 clusters Score -611173.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -611178.875000 Penalty: 4381.831055
	Iteration 45Q: 3 clusters Score -611178.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -611184.312500 Penalty: 4381.831055
	Iteration 46Q: 3 clusters Score -611184.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -611190.187500 Penalty: 4381.831055
	Iteration 47Q: 3 clusters Score -611190.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -611194.062500 Penalty: 4381.831055
	Iteration 48Q: 3 clusters Score -611194.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -611200.562500 Penalty: 4381.831055
	Iteration 49Q: 3 clusters Score -611200.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -611203.000000 Penalty: 4381.831055
	Iteration 50Q: 3 clusters Score -611203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -611207.187500 Penalty: 4381.831055
	Iteration 51Q: 3 clusters Score -611207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -611209.187500 Penalty: 4381.831055
	Iteration 52Q: 3 clusters Score -611209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -611211.312500 Penalty: 4381.831055
	Iteration 53Q: 3 clusters Score -611211.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -611212.187500 Penalty: 4381.831055
	Iteration 54Q: 3 clusters Score -611212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -611212.812500 Penalty: 4381.831055
	Iteration 55Q: 3 clusters Score -611212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -611212.750000 Penalty: 4381.831055
	Iteration 56Q: 3 clusters Score -611212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -611212.937500 Penalty: 4381.831055
	Iteration 57Q: 3 clusters Score -611212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -611213.875000 Penalty: 4381.831055
	Iteration 58Q: 3 clusters Score -611213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -611214.062500 Penalty: 4381.831055
	Iteration 59Q: 3 clusters Score -611214.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -611214.062500 Penalty: 4381.831055
	Iteration 60F: 3 clusters Score -611214.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Entering Unmasked Estep 
Score: -541350.937500 Penalty: 2136.845947
	Iteration 0F: 2 clusters Score -541350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -536517.000000 Penalty: 4273.691895
	Iteration 0F: 3 clusters Score -536517 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -537775.312500 Penalty: 4273.691895
	Iteration 1F: 3 clusters Score -537775.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -537991.062500 Penalty: 4273.691895
	Iteration 2F: 3 clusters Score -537991.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -538157.750000 Penalty: 4273.691895
	Iteration 3F: 3 clusters Score -538157.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -538291.812500 Penalty: 4273.691895
	Iteration 4Q: 3 clusters Score -538291.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -538401.750000 Penalty: 4273.691895
	Iteration 5Q: 3 clusters Score -538401.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -538492.875000 Penalty: 4273.691895
	Iteration 6Q: 3 clusters Score -538492.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -538586.625000 Penalty: 4273.691895
	Iteration 7Q: 3 clusters Score -538586.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -538681.312500 Penalty: 4273.691895
	Iteration 8Q: 3 clusters Score -538681.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -538759.250000 Penalty: 4273.691895
	Iteration 9Q: 3 clusters Score -538759.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -538842.000000 Penalty: 4273.691895
	Iteration 10Q: 3 clusters Score -538842 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -538925.812500 Penalty: 4273.691895
	Iteration 11Q: 3 clusters Score -538925.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -538991.812500 Penalty: 4273.691895
	Iteration 12Q: 3 clusters Score -538991.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -539055.562500 Penalty: 4273.691895
	Iteration 13Q: 3 clusters Score -539055.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -539129.937500 Penalty: 4273.691895
	Iteration 14Q: 3 clusters Score -539129.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -539205.687500 Penalty: 4273.691895
	Iteration 15Q: 3 clusters Score -539205.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -539271.437500 Penalty: 4273.691895
	Iteration 16Q: 3 clusters Score -539271.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -539318.687500 Penalty: 4273.691895
	Iteration 17Q: 3 clusters Score -539318.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -539357.937500 Penalty: 4273.691895
	Iteration 18Q: 3 clusters Score -539357.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -539397.437500 Penalty: 4273.691895
	Iteration 19Q: 3 clusters Score -539397.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -539425.500000 Penalty: 4273.691895
	Iteration 20F: 3 clusters Score -539425.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -539452.312500 Penalty: 4273.691895
	Iteration 21Q: 3 clusters Score -539452.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -539472.687500 Penalty: 4273.691895
	Iteration 22Q: 3 clusters Score -539472.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -539492.750000 Penalty: 4273.691895
	Iteration 23Q: 3 clusters Score -539492.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -539507.000000 Penalty: 4273.691895
	Iteration 24Q: 3 clusters Score -539507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -539521.062500 Penalty: 4273.691895
	Iteration 25Q: 3 clusters Score -539521.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -539533.250000 Penalty: 4273.691895
	Iteration 26Q: 3 clusters Score -539533.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -539547.125000 Penalty: 4273.691895
	Iteration 27Q: 3 clusters Score -539547.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -539563.375000 Penalty: 4273.691895
	Iteration 28Q: 3 clusters Score -539563.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -539580.375000 Penalty: 4273.691895
	Iteration 29Q: 3 clusters Score -539580.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -539600.437500 Penalty: 4273.691895
	Iteration 30Q: 3 clusters Score -539600.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -539616.187500 Penalty: 4273.691895
	Iteration 31Q: 3 clusters Score -539616.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -539627.437500 Penalty: 4273.691895
	Iteration 32Q: 3 clusters Score -539627.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -539636.812500 Penalty: 4273.691895
	Iteration 33Q: 3 clusters Score -539636.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -539652.312500 Penalty: 4273.691895
	Iteration 34Q: 3 clusters Score -539652.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -539675.062500 Penalty: 4273.691895
	Iteration 35Q: 3 clusters Score -539675.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -539694.000000 Penalty: 4273.691895
	Iteration 36Q: 3 clusters Score -539694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -539714.062500 Penalty: 4273.691895
	Iteration 37Q: 3 clusters Score -539714.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -539734.250000 Penalty: 4273.691895
	Iteration 38Q: 3 clusters Score -539734.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -539757.187500 Penalty: 4273.691895
	Iteration 39Q: 3 clusters Score -539757.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -539788.375000 Penalty: 4273.691895
	Iteration 40F: 3 clusters Score -539788.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -539809.312500 Penalty: 4273.691895
	Iteration 41Q: 3 clusters Score -539809.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -539830.750000 Penalty: 4273.691895
	Iteration 42Q: 3 clusters Score -539830.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -539844.687500 Penalty: 4273.691895
	Iteration 43Q: 3 clusters Score -539844.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -539857.250000 Penalty: 4273.691895
	Iteration 44Q: 3 clusters Score -539857.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -539866.125000 Penalty: 4273.691895
	Iteration 45Q: 3 clusters Score -539866.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -539876.875000 Penalty: 4273.691895
	Iteration 46Q: 3 clusters Score -539876.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -539885.187500 Penalty: 4273.691895
	Iteration 47Q: 3 clusters Score -539885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -539890.312500 Penalty: 4273.691895
	Iteration 48Q: 3 clusters Score -539890.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -539897.125000 Penalty: 4273.691895
	Iteration 49Q: 3 clusters Score -539897.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -539900.687500 Penalty: 4273.691895
	Iteration 50Q: 3 clusters Score -539900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -539902.500000 Penalty: 4273.691895
	Iteration 51Q: 3 clusters Score -539902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -539904.375000 Penalty: 4273.691895
	Iteration 52Q: 3 clusters Score -539904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -539908.062500 Penalty: 4273.691895
	Iteration 53Q: 3 clusters Score -539908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -539909.875000 Penalty: 4273.691895
	Iteration 54Q: 3 clusters Score -539909.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -539911.312500 Penalty: 4273.691895
	Iteration 55Q: 3 clusters Score -539911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -539914.187500 Penalty: 4273.691895
	Iteration 56Q: 3 clusters Score -539914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -539914.500000 Penalty: 4273.691895
	Iteration 57Q: 3 clusters Score -539914.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -539917.500000 Penalty: 4273.691895
	Iteration 58Q: 3 clusters Score -539917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -539919.312500 Penalty: 4273.691895
	Iteration 59Q: 3 clusters Score -539919.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -539919.750000 Penalty: 4273.691895
	Iteration 60F: 3 clusters Score -539919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -539921.812500 Penalty: 4273.691895
	Iteration 61Q: 3 clusters Score -539921.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -539923.625000 Penalty: 4273.691895
	Iteration 62Q: 3 clusters Score -539923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -539924.000000 Penalty: 4273.691895
	Iteration 63Q: 3 clusters Score -539924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -539924.000000 Penalty: 4273.691895
	Iteration 64F: 3 clusters Score -539924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -436033.437500 Penalty: 2057.605469
	Iteration 0F: 2 clusters Score -436033.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -432185.625000 Penalty: 4115.210938
	Iteration 0F: 3 clusters Score -432185.6 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -433220.000000 Penalty: 4115.210938
	Iteration 1F: 3 clusters Score -433220 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -433570.187500 Penalty: 4115.210938
	Iteration 2F: 3 clusters Score -433570.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -433848.656250 Penalty: 4115.210938
	Iteration 3F: 3 clusters Score -433848.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -434079.593750 Penalty: 4115.210938
	Iteration 4F: 3 clusters Score -434079.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -434330.156250 Penalty: 4115.210938
	Iteration 5F: 3 clusters Score -434330.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -434553.906250 Penalty: 4115.210938
	Iteration 6F: 3 clusters Score -434553.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -434727.187500 Penalty: 4115.210938
	Iteration 7Q: 3 clusters Score -434727.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -434830.187500 Penalty: 4115.210938
	Iteration 8Q: 3 clusters Score -434830.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -434917.031250 Penalty: 4115.210938
	Iteration 9Q: 3 clusters Score -434917 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -434978.281250 Penalty: 4115.210938
	Iteration 10Q: 3 clusters Score -434978.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -435009.750000 Penalty: 4115.210938
	Iteration 11Q: 3 clusters Score -435009.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -435037.718750 Penalty: 4115.210938
	Iteration 12Q: 3 clusters Score -435037.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -435052.781250 Penalty: 4115.210938
	Iteration 13Q: 3 clusters Score -435052.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -435062.687500 Penalty: 4115.210938
	Iteration 14Q: 3 clusters Score -435062.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -435069.000000 Penalty: 4115.210938
	Iteration 15Q: 3 clusters Score -435069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -435074.218750 Penalty: 4115.210938
	Iteration 16Q: 3 clusters Score -435074.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -435077.500000 Penalty: 4115.210938
	Iteration 17Q: 3 clusters Score -435077.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -435078.875000 Penalty: 4115.210938
	Iteration 18Q: 3 clusters Score -435078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -435079.406250 Penalty: 4115.210938
	Iteration 19Q: 3 clusters Score -435079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -435079.406250 Penalty: 4115.210938
	Iteration 20F: 3 clusters Score -435079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Entering Unmasked Estep 
Score: -1807635.625000 Penalty: 2384.041016
	Iteration 0F: 2 clusters Score -1807636 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 7432 members 
Entering Unmasked Estep 
Score: -1796799.500000 Penalty: 4768.082031
	Iteration 0F: 3 clusters Score -1796800 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1800638.875000 Penalty: 4768.082031
	Iteration 1F: 3 clusters Score -1800639 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1801212.625000 Penalty: 4768.082031
	Iteration 2F: 3 clusters Score -1801213 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1801843.000000 Penalty: 4768.082031
	Iteration 3F: 3 clusters Score -1801843 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1802544.750000 Penalty: 4768.082031
	Iteration 4F: 3 clusters Score -1802545 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1803243.500000 Penalty: 4768.082031
	Iteration 5F: 3 clusters Score -1803244 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1803863.000000 Penalty: 4768.082031
	Iteration 6F: 3 clusters Score -1803863 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1804432.750000 Penalty: 4768.082031
	Iteration 7F: 3 clusters Score -1804433 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1804979.250000 Penalty: 4768.082031
	Iteration 8F: 3 clusters Score -1804979 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1805485.125000 Penalty: 4768.082031
	Iteration 9Q: 3 clusters Score -1805485 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1805928.750000 Penalty: 4768.082031
	Iteration 10Q: 3 clusters Score -1805929 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1806260.000000 Penalty: 4768.082031
	Iteration 11Q: 3 clusters Score -1806260 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1806520.625000 Penalty: 4768.082031
	Iteration 12Q: 3 clusters Score -1806521 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1806730.500000 Penalty: 4768.082031
	Iteration 13Q: 3 clusters Score -1806730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1806852.250000 Penalty: 4768.082031
	Iteration 14Q: 3 clusters Score -1806852 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1806917.125000 Penalty: 4768.082031
	Iteration 15Q: 3 clusters Score -1806917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1806955.375000 Penalty: 4768.082031
	Iteration 16Q: 3 clusters Score -1806955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1806970.500000 Penalty: 4768.082031
	Iteration 17Q: 3 clusters Score -1806970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1806980.250000 Penalty: 4768.082031
	Iteration 18Q: 3 clusters Score -1806980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1806987.250000 Penalty: 4768.082031
	Iteration 19Q: 3 clusters Score -1806987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1806993.500000 Penalty: 4768.082031
	Iteration 20F: 3 clusters Score -1806994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1806996.000000 Penalty: 4768.082031
	Iteration 21Q: 3 clusters Score -1806996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1806998.125000 Penalty: 4768.082031
	Iteration 22Q: 3 clusters Score -1806998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1807009.625000 Penalty: 4768.082031
	Iteration 23Q: 3 clusters Score -1807010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1807009.000000 Penalty: 4768.082031
	Iteration 24Q: 3 clusters Score -1807009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1807010.250000 Penalty: 4768.082031
	Iteration 25Q: 3 clusters Score -1807010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1807011.375000 Penalty: 4768.082031
	Iteration 26Q: 3 clusters Score -1807011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1807013.375000 Penalty: 4768.082031
	Iteration 27Q: 3 clusters Score -1807013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1807015.250000 Penalty: 4768.082031
	Iteration 28Q: 3 clusters Score -1807015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1807014.875000 Penalty: 4768.082031
	Iteration 29Q: 3 clusters Score -1807015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1807014.875000 Penalty: 4768.082031
	Iteration 30Q: 3 clusters Score -1807015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1807014.875000 Penalty: 4768.082031
	Iteration 31F: 3 clusters Score -1807015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Entering Unmasked Estep 
Score: -4427097.000000 Penalty: 2628.708252
	Iteration 0F: 2 clusters Score -4427097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -4400010.500000 Penalty: 5257.416504
	Iteration 0F: 3 clusters Score -4400010 nChanged 18260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -4410088.000000 Penalty: 5257.416504
	Iteration 1F: 3 clusters Score -4410088 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4410919.000000 Penalty: 5257.416504
	Iteration 2F: 3 clusters Score -4410919 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4411872.500000 Penalty: 5257.416504
	Iteration 3F: 3 clusters Score -4411872 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4412994.000000 Penalty: 5257.416504
	Iteration 4F: 3 clusters Score -4412994 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4414315.000000 Penalty: 5257.416504
	Iteration 5F: 3 clusters Score -4414315 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -4415724.500000 Penalty: 5257.416504
	Iteration 6F: 3 clusters Score -4415724 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4417091.000000 Penalty: 5257.416504
	Iteration 7F: 3 clusters Score -4417091 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4418353.000000 Penalty: 5257.416504
	Iteration 8F: 3 clusters Score -4418353 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4419445.000000 Penalty: 5257.416504
	Iteration 9Q: 3 clusters Score -4419445 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4420335.000000 Penalty: 5257.416504
	Iteration 10Q: 3 clusters Score -4420335 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4421142.000000 Penalty: 5257.416504
	Iteration 11Q: 3 clusters Score -4421142 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -4421832.500000 Penalty: 5257.416504
	Iteration 12Q: 3 clusters Score -4421832 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4422415.000000 Penalty: 5257.416504
	Iteration 13Q: 3 clusters Score -4422415 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -4422917.000000 Penalty: 5257.416504
	Iteration 14Q: 3 clusters Score -4422917 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4423324.000000 Penalty: 5257.416504
	Iteration 15Q: 3 clusters Score -4423324 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4423694.000000 Penalty: 5257.416504
	Iteration 16Q: 3 clusters Score -4423694 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4423998.500000 Penalty: 5257.416504
	Iteration 17Q: 3 clusters Score -4423998 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4424260.500000 Penalty: 5257.416504
	Iteration 18Q: 3 clusters Score -4424260 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4424485.000000 Penalty: 5257.416504
	Iteration 19Q: 3 clusters Score -4424485 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4424659.000000 Penalty: 5257.416504
	Iteration 20F: 3 clusters Score -4424659 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4424803.000000 Penalty: 5257.416504
	Iteration 21Q: 3 clusters Score -4424803 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4424956.500000 Penalty: 5257.416504
	Iteration 22Q: 3 clusters Score -4424956 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4425065.500000 Penalty: 5257.416504
	Iteration 23Q: 3 clusters Score -4425066 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4425163.000000 Penalty: 5257.416504
	Iteration 24Q: 3 clusters Score -4425163 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4425257.500000 Penalty: 5257.416504
	Iteration 25Q: 3 clusters Score -4425258 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4425345.500000 Penalty: 5257.416504
	Iteration 26Q: 3 clusters Score -4425346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4425379.000000 Penalty: 5257.416504
	Iteration 27Q: 3 clusters Score -4425379 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4425431.500000 Penalty: 5257.416504
	Iteration 28Q: 3 clusters Score -4425432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4425481.500000 Penalty: 5257.416504
	Iteration 29Q: 3 clusters Score -4425482 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4425513.000000 Penalty: 5257.416504
	Iteration 30Q: 3 clusters Score -4425513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4425531.000000 Penalty: 5257.416504
	Iteration 31Q: 3 clusters Score -4425531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4425557.500000 Penalty: 5257.416504
	Iteration 32Q: 3 clusters Score -4425558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4425563.500000 Penalty: 5257.416504
	Iteration 33Q: 3 clusters Score -4425564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4425585.500000 Penalty: 5257.416504
	Iteration 34Q: 3 clusters Score -4425586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4425605.500000 Penalty: 5257.416504
	Iteration 35Q: 3 clusters Score -4425606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4425607.500000 Penalty: 5257.416504
	Iteration 36Q: 3 clusters Score -4425608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4425614.500000 Penalty: 5257.416504
	Iteration 37Q: 3 clusters Score -4425614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4425626.500000 Penalty: 5257.416504
	Iteration 38Q: 3 clusters Score -4425626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4425627.500000 Penalty: 5257.416504
	Iteration 39Q: 3 clusters Score -4425628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -4425630.500000 Penalty: 5257.416504
	Iteration 40F: 3 clusters Score -4425630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4425625.000000 Penalty: 5257.416504
	Iteration 41Q: 3 clusters Score -4425625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4425626.000000 Penalty: 5257.416504
	Iteration 42Q: 3 clusters Score -4425626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4425630.000000 Penalty: 5257.416504
	Iteration 43Q: 3 clusters Score -4425630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4425632.500000 Penalty: 5257.416504
	Iteration 44Q: 3 clusters Score -4425632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4425631.500000 Penalty: 5257.416504
	Iteration 45Q: 3 clusters Score -4425632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4425643.000000 Penalty: 5257.416504
	Iteration 46Q: 3 clusters Score -4425643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4425638.000000 Penalty: 5257.416504
	Iteration 47Q: 3 clusters Score -4425638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4425645.000000 Penalty: 5257.416504
	Iteration 48Q: 3 clusters Score -4425645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4425644.500000 Penalty: 5257.416504
	Iteration 49Q: 3 clusters Score -4425644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4425645.000000 Penalty: 5257.416504
	Iteration 50Q: 3 clusters Score -4425645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4425645.000000 Penalty: 5257.416504
	Iteration 51Q: 3 clusters Score -4425645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4425649.000000 Penalty: 5257.416504
	Iteration 52Q: 3 clusters Score -4425649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4425649.000000 Penalty: 5257.416504
	Iteration 53F: 3 clusters Score -4425649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Entering Unmasked Estep 
Score: -659367.750000 Penalty: 2156.361084
	Iteration 0F: 2 clusters Score -659367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -654190.500000 Penalty: 4312.722168
	Iteration 0F: 3 clusters Score -654190.5 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -655519.250000 Penalty: 4312.722168
	Iteration 1F: 3 clusters Score -655519.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -655807.062500 Penalty: 4312.722168
	Iteration 2F: 3 clusters Score -655807.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -656018.687500 Penalty: 4312.722168
	Iteration 3F: 3 clusters Score -656018.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -656205.625000 Penalty: 4312.722168
	Iteration 4Q: 3 clusters Score -656205.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -656386.562500 Penalty: 4312.722168
	Iteration 5Q: 3 clusters Score -656386.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -656570.750000 Penalty: 4312.722168
	Iteration 6Q: 3 clusters Score -656570.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -656725.687500 Penalty: 4312.722168
	Iteration 7Q: 3 clusters Score -656725.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -656882.625000 Penalty: 4312.722168
	Iteration 8Q: 3 clusters Score -656882.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -657038.125000 Penalty: 4312.722168
	Iteration 9Q: 3 clusters Score -657038.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -657164.375000 Penalty: 4312.722168
	Iteration 10Q: 3 clusters Score -657164.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -657266.000000 Penalty: 4312.722168
	Iteration 11Q: 3 clusters Score -657266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -657345.125000 Penalty: 4312.722168
	Iteration 12Q: 3 clusters Score -657345.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -657404.062500 Penalty: 4312.722168
	Iteration 13Q: 3 clusters Score -657404.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -657448.125000 Penalty: 4312.722168
	Iteration 14Q: 3 clusters Score -657448.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -657479.000000 Penalty: 4312.722168
	Iteration 15Q: 3 clusters Score -657479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -657515.750000 Penalty: 4312.722168
	Iteration 16Q: 3 clusters Score -657515.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -657553.875000 Penalty: 4312.722168
	Iteration 17Q: 3 clusters Score -657553.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -657585.062500 Penalty: 4312.722168
	Iteration 18Q: 3 clusters Score -657585.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -657610.562500 Penalty: 4312.722168
	Iteration 19Q: 3 clusters Score -657610.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -657628.750000 Penalty: 4312.722168
	Iteration 20F: 3 clusters Score -657628.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -657644.500000 Penalty: 4312.722168
	Iteration 21Q: 3 clusters Score -657644.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -657659.937500 Penalty: 4312.722168
	Iteration 22Q: 3 clusters Score -657659.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -657676.250000 Penalty: 4312.722168
	Iteration 23Q: 3 clusters Score -657676.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -657687.187500 Penalty: 4312.722168
	Iteration 24Q: 3 clusters Score -657687.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -657698.625000 Penalty: 4312.722168
	Iteration 25Q: 3 clusters Score -657698.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -657707.000000 Penalty: 4312.722168
	Iteration 26Q: 3 clusters Score -657707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -657710.187500 Penalty: 4312.722168
	Iteration 27Q: 3 clusters Score -657710.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -657711.250000 Penalty: 4312.722168
	Iteration 28Q: 3 clusters Score -657711.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -657717.375000 Penalty: 4312.722168
	Iteration 29Q: 3 clusters Score -657717.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -657717.062500 Penalty: 4312.722168
	Iteration 30Q: 3 clusters Score -657717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -657720.125000 Penalty: 4312.722168
	Iteration 31Q: 3 clusters Score -657720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -657721.375000 Penalty: 4312.722168
	Iteration 32Q: 3 clusters Score -657721.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -657723.562500 Penalty: 4312.722168
	Iteration 33Q: 3 clusters Score -657723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -657724.312500 Penalty: 4312.722168
	Iteration 34Q: 3 clusters Score -657724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -657726.437500 Penalty: 4312.722168
	Iteration 35Q: 3 clusters Score -657726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -657727.562500 Penalty: 4312.722168
	Iteration 36Q: 3 clusters Score -657727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -657727.437500 Penalty: 4312.722168
	Iteration 37Q: 3 clusters Score -657727.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -657729.687500 Penalty: 4312.722168
	Iteration 38Q: 3 clusters Score -657729.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -657728.187500 Penalty: 4312.722168
	Iteration 39Q: 3 clusters Score -657728.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -657730.750000 Penalty: 4312.722168
	Iteration 40F: 3 clusters Score -657730.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -657730.500000 Penalty: 4312.722168
	Iteration 41Q: 3 clusters Score -657730.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -657730.625000 Penalty: 4312.722168
	Iteration 42Q: 3 clusters Score -657730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -657729.562500 Penalty: 4312.722168
	Iteration 43Q: 3 clusters Score -657729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -657729.562500 Penalty: 4312.722168
	Iteration 44F: 3 clusters Score -657729.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Entering Unmasked Estep 
Score: -574196.187500 Penalty: 2098.915771
	Iteration 0F: 2 clusters Score -574196.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -569821.875000 Penalty: 4197.831543
	Iteration 0F: 3 clusters Score -569821.9 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -570947.375000 Penalty: 4197.831543
	Iteration 1F: 3 clusters Score -570947.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -571250.500000 Penalty: 4197.831543
	Iteration 2F: 3 clusters Score -571250.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -571514.437500 Penalty: 4197.831543
	Iteration 3F: 3 clusters Score -571514.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -571706.312500 Penalty: 4197.831543
	Iteration 4F: 3 clusters Score -571706.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -571876.062500 Penalty: 4197.831543
	Iteration 5Q: 3 clusters Score -571876.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -572013.625000 Penalty: 4197.831543
	Iteration 6Q: 3 clusters Score -572013.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -572113.625000 Penalty: 4197.831543
	Iteration 7Q: 3 clusters Score -572113.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -572176.250000 Penalty: 4197.831543
	Iteration 8Q: 3 clusters Score -572176.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -572228.250000 Penalty: 4197.831543
	Iteration 9Q: 3 clusters Score -572228.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -572257.312500 Penalty: 4197.831543
	Iteration 10Q: 3 clusters Score -572257.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -572281.937500 Penalty: 4197.831543
	Iteration 11Q: 3 clusters Score -572281.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -572295.375000 Penalty: 4197.831543
	Iteration 12Q: 3 clusters Score -572295.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -572307.875000 Penalty: 4197.831543
	Iteration 13Q: 3 clusters Score -572307.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -572322.812500 Penalty: 4197.831543
	Iteration 14Q: 3 clusters Score -572322.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -572339.312500 Penalty: 4197.831543
	Iteration 15Q: 3 clusters Score -572339.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -572351.875000 Penalty: 4197.831543
	Iteration 16Q: 3 clusters Score -572351.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -572363.812500 Penalty: 4197.831543
	Iteration 17Q: 3 clusters Score -572363.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -572375.062500 Penalty: 4197.831543
	Iteration 18Q: 3 clusters Score -572375.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -572384.312500 Penalty: 4197.831543
	Iteration 19Q: 3 clusters Score -572384.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -572392.000000 Penalty: 4197.831543
	Iteration 20F: 3 clusters Score -572392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -572395.437500 Penalty: 4197.831543
	Iteration 21Q: 3 clusters Score -572395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -572396.500000 Penalty: 4197.831543
	Iteration 22Q: 3 clusters Score -572396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -572398.187500 Penalty: 4197.831543
	Iteration 23Q: 3 clusters Score -572398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -572399.125000 Penalty: 4197.831543
	Iteration 24Q: 3 clusters Score -572399.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -572401.250000 Penalty: 4197.831543
	Iteration 25Q: 3 clusters Score -572401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -572402.437500 Penalty: 4197.831543
	Iteration 26Q: 3 clusters Score -572402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -572403.812500 Penalty: 4197.831543
	Iteration 27Q: 3 clusters Score -572403.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -572403.812500 Penalty: 4197.831543
	Iteration 28F: 3 clusters Score -572403.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Entering Unmasked Estep 
Score: -990817.562500 Penalty: 2276.098633
	Iteration 0F: 2 clusters Score -990817.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -983343.625000 Penalty: 4552.197266
	Iteration 0F: 3 clusters Score -983343.6 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -985733.000000 Penalty: 4552.197266
	Iteration 1F: 3 clusters Score -985733 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -986194.375000 Penalty: 4552.197266
	Iteration 2F: 3 clusters Score -986194.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -986619.437500 Penalty: 4552.197266
	Iteration 3F: 3 clusters Score -986619.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -987035.937500 Penalty: 4552.197266
	Iteration 4F: 3 clusters Score -987035.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -987386.062500 Penalty: 4552.197266
	Iteration 5F: 3 clusters Score -987386.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -987700.625000 Penalty: 4552.197266
	Iteration 6Q: 3 clusters Score -987700.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -987953.937500 Penalty: 4552.197266
	Iteration 7Q: 3 clusters Score -987953.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -988154.937500 Penalty: 4552.197266
	Iteration 8Q: 3 clusters Score -988154.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -988288.812500 Penalty: 4552.197266
	Iteration 9Q: 3 clusters Score -988288.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -988414.125000 Penalty: 4552.197266
	Iteration 10Q: 3 clusters Score -988414.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -988511.812500 Penalty: 4552.197266
	Iteration 11Q: 3 clusters Score -988511.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -988596.937500 Penalty: 4552.197266
	Iteration 12Q: 3 clusters Score -988596.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -988660.812500 Penalty: 4552.197266
	Iteration 13Q: 3 clusters Score -988660.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -988707.000000 Penalty: 4552.197266
	Iteration 14Q: 3 clusters Score -988707 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -988747.437500 Penalty: 4552.197266
	Iteration 15Q: 3 clusters Score -988747.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -988776.875000 Penalty: 4552.197266
	Iteration 16Q: 3 clusters Score -988776.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -988815.187500 Penalty: 4552.197266
	Iteration 17Q: 3 clusters Score -988815.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -988841.375000 Penalty: 4552.197266
	Iteration 18Q: 3 clusters Score -988841.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -988861.375000 Penalty: 4552.197266
	Iteration 19Q: 3 clusters Score -988861.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -988881.312500 Penalty: 4552.197266
	Iteration 20F: 3 clusters Score -988881.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -988894.687500 Penalty: 4552.197266
	Iteration 21Q: 3 clusters Score -988894.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -988911.562500 Penalty: 4552.197266
	Iteration 22Q: 3 clusters Score -988911.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -988923.937500 Penalty: 4552.197266
	Iteration 23Q: 3 clusters Score -988923.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -988940.562500 Penalty: 4552.197266
	Iteration 24Q: 3 clusters Score -988940.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -988954.812500 Penalty: 4552.197266
	Iteration 25Q: 3 clusters Score -988954.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -988965.437500 Penalty: 4552.197266
	Iteration 26Q: 3 clusters Score -988965.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -988973.750000 Penalty: 4552.197266
	Iteration 27Q: 3 clusters Score -988973.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -988986.750000 Penalty: 4552.197266
	Iteration 28Q: 3 clusters Score -988986.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -989002.625000 Penalty: 4552.197266
	Iteration 29Q: 3 clusters Score -989002.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -989016.500000 Penalty: 4552.197266
	Iteration 30Q: 3 clusters Score -989016.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -989032.625000 Penalty: 4552.197266
	Iteration 31Q: 3 clusters Score -989032.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -989043.187500 Penalty: 4552.197266
	Iteration 32Q: 3 clusters Score -989043.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -989060.562500 Penalty: 4552.197266
	Iteration 33Q: 3 clusters Score -989060.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -989069.250000 Penalty: 4552.197266
	Iteration 34Q: 3 clusters Score -989069.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -989090.687500 Penalty: 4552.197266
	Iteration 35Q: 3 clusters Score -989090.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -989111.875000 Penalty: 4552.197266
	Iteration 36Q: 3 clusters Score -989111.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -989135.812500 Penalty: 4552.197266
	Iteration 37Q: 3 clusters Score -989135.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -989161.500000 Penalty: 4552.197266
	Iteration 38Q: 3 clusters Score -989161.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -989184.562500 Penalty: 4552.197266
	Iteration 39Q: 3 clusters Score -989184.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -989206.562500 Penalty: 4552.197266
	Iteration 40F: 3 clusters Score -989206.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -989227.000000 Penalty: 4552.197266
	Iteration 41Q: 3 clusters Score -989227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -989244.750000 Penalty: 4552.197266
	Iteration 42Q: 3 clusters Score -989244.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -989257.875000 Penalty: 4552.197266
	Iteration 43Q: 3 clusters Score -989257.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -989272.750000 Penalty: 4552.197266
	Iteration 44Q: 3 clusters Score -989272.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -989288.250000 Penalty: 4552.197266
	Iteration 45Q: 3 clusters Score -989288.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -989302.687500 Penalty: 4552.197266
	Iteration 46Q: 3 clusters Score -989302.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -989316.562500 Penalty: 4552.197266
	Iteration 47Q: 3 clusters Score -989316.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -989332.250000 Penalty: 4552.197266
	Iteration 48Q: 3 clusters Score -989332.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -989340.250000 Penalty: 4552.197266
	Iteration 49Q: 3 clusters Score -989340.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -989350.250000 Penalty: 4552.197266
	Iteration 50Q: 3 clusters Score -989350.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -989358.812500 Penalty: 4552.197266
	Iteration 51Q: 3 clusters Score -989358.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -989368.875000 Penalty: 4552.197266
	Iteration 52Q: 3 clusters Score -989368.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -989376.500000 Penalty: 4552.197266
	Iteration 53Q: 3 clusters Score -989376.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -989378.062500 Penalty: 4552.197266
	Iteration 54Q: 3 clusters Score -989378.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -989383.687500 Penalty: 4552.197266
	Iteration 55Q: 3 clusters Score -989383.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -989386.875000 Penalty: 4552.197266
	Iteration 56Q: 3 clusters Score -989386.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -989388.062500 Penalty: 4552.197266
	Iteration 57Q: 3 clusters Score -989388.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -989392.312500 Penalty: 4552.197266
	Iteration 58Q: 3 clusters Score -989392.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -989392.000000 Penalty: 4552.197266
	Iteration 59Q: 3 clusters Score -989392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -989396.062500 Penalty: 4552.197266
	Iteration 60F: 3 clusters Score -989396.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -989398.000000 Penalty: 4552.197266
	Iteration 61Q: 3 clusters Score -989398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -989400.437500 Penalty: 4552.197266
	Iteration 62Q: 3 clusters Score -989400.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -989403.250000 Penalty: 4552.197266
	Iteration 63Q: 3 clusters Score -989403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -989406.937500 Penalty: 4552.197266
	Iteration 64Q: 3 clusters Score -989406.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -989407.562500 Penalty: 4552.197266
	Iteration 65Q: 3 clusters Score -989407.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -989409.562500 Penalty: 4552.197266
	Iteration 66Q: 3 clusters Score -989409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -989410.812500 Penalty: 4552.197266
	Iteration 67Q: 3 clusters Score -989410.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -989412.312500 Penalty: 4552.197266
	Iteration 68Q: 3 clusters Score -989412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -989415.750000 Penalty: 4552.197266
	Iteration 69Q: 3 clusters Score -989415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -989417.000000 Penalty: 4552.197266
	Iteration 70Q: 3 clusters Score -989417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -989416.500000 Penalty: 4552.197266
	Iteration 71Q: 3 clusters Score -989416.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -989417.062500 Penalty: 4552.197266
	Iteration 72Q: 3 clusters Score -989417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -989416.562500 Penalty: 4552.197266
	Iteration 73Q: 3 clusters Score -989416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -989417.250000 Penalty: 4552.197266
	Iteration 74Q: 3 clusters Score -989417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -989419.062500 Penalty: 4552.197266
	Iteration 75Q: 3 clusters Score -989419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -989419.062500 Penalty: 4552.197266
	Iteration 76F: 3 clusters Score -989419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Entering Unmasked Estep 
Score: -1141026.125000 Penalty: 2273.212646
	Iteration 0F: 2 clusters Score -1141026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1133553.875000 Penalty: 4546.425293
	Iteration 0F: 3 clusters Score -1133554 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1135740.125000 Penalty: 4546.425293
	Iteration 1F: 3 clusters Score -1135740 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1136102.000000 Penalty: 4546.425293
	Iteration 2F: 3 clusters Score -1136102 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1136405.875000 Penalty: 4546.425293
	Iteration 3F: 3 clusters Score -1136406 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1136749.750000 Penalty: 4546.425293
	Iteration 4F: 3 clusters Score -1136750 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1137144.125000 Penalty: 4546.425293
	Iteration 5F: 3 clusters Score -1137144 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1137582.625000 Penalty: 4546.425293
	Iteration 6F: 3 clusters Score -1137583 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1137968.125000 Penalty: 4546.425293
	Iteration 7F: 3 clusters Score -1137968 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1138266.875000 Penalty: 4546.425293
	Iteration 8Q: 3 clusters Score -1138267 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1138480.875000 Penalty: 4546.425293
	Iteration 9Q: 3 clusters Score -1138481 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1138623.000000 Penalty: 4546.425293
	Iteration 10Q: 3 clusters Score -1138623 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1138710.625000 Penalty: 4546.425293
	Iteration 11Q: 3 clusters Score -1138711 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1138771.500000 Penalty: 4546.425293
	Iteration 12Q: 3 clusters Score -1138772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1138820.250000 Penalty: 4546.425293
	Iteration 13Q: 3 clusters Score -1138820 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1138859.625000 Penalty: 4546.425293
	Iteration 14Q: 3 clusters Score -1138860 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1138883.500000 Penalty: 4546.425293
	Iteration 15Q: 3 clusters Score -1138884 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1138900.500000 Penalty: 4546.425293
	Iteration 16Q: 3 clusters Score -1138900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1138910.375000 Penalty: 4546.425293
	Iteration 17Q: 3 clusters Score -1138910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1138922.500000 Penalty: 4546.425293
	Iteration 18Q: 3 clusters Score -1138922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1138927.500000 Penalty: 4546.425293
	Iteration 19Q: 3 clusters Score -1138928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1138935.000000 Penalty: 4546.425293
	Iteration 20F: 3 clusters Score -1138935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1138940.625000 Penalty: 4546.425293
	Iteration 21Q: 3 clusters Score -1138941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1138948.875000 Penalty: 4546.425293
	Iteration 22Q: 3 clusters Score -1138949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1138953.125000 Penalty: 4546.425293
	Iteration 23Q: 3 clusters Score -1138953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1138964.625000 Penalty: 4546.425293
	Iteration 24Q: 3 clusters Score -1138965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1138969.125000 Penalty: 4546.425293
	Iteration 25Q: 3 clusters Score -1138969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1138977.250000 Penalty: 4546.425293
	Iteration 26Q: 3 clusters Score -1138977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1138982.750000 Penalty: 4546.425293
	Iteration 27Q: 3 clusters Score -1138983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1138986.250000 Penalty: 4546.425293
	Iteration 28Q: 3 clusters Score -1138986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1138990.625000 Penalty: 4546.425293
	Iteration 29Q: 3 clusters Score -1138991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1138996.375000 Penalty: 4546.425293
	Iteration 30Q: 3 clusters Score -1138996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1138998.125000 Penalty: 4546.425293
	Iteration 31Q: 3 clusters Score -1138998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1139000.500000 Penalty: 4546.425293
	Iteration 32Q: 3 clusters Score -1139000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1139004.625000 Penalty: 4546.425293
	Iteration 33Q: 3 clusters Score -1139005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1139007.250000 Penalty: 4546.425293
	Iteration 34Q: 3 clusters Score -1139007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1139011.625000 Penalty: 4546.425293
	Iteration 35Q: 3 clusters Score -1139012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1139015.125000 Penalty: 4546.425293
	Iteration 36Q: 3 clusters Score -1139015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1139012.500000 Penalty: 4546.425293
	Iteration 37Q: 3 clusters Score -1139012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1139015.875000 Penalty: 4546.425293
	Iteration 38Q: 3 clusters Score -1139016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1139018.250000 Penalty: 4546.425293
	Iteration 39Q: 3 clusters Score -1139018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1139020.250000 Penalty: 4546.425293
	Iteration 40F: 3 clusters Score -1139020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1139023.375000 Penalty: 4546.425293
	Iteration 41Q: 3 clusters Score -1139023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1139026.750000 Penalty: 4546.425293
	Iteration 42Q: 3 clusters Score -1139027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1139033.250000 Penalty: 4546.425293
	Iteration 43Q: 3 clusters Score -1139033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1139034.500000 Penalty: 4546.425293
	Iteration 44Q: 3 clusters Score -1139034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1139036.625000 Penalty: 4546.425293
	Iteration 45Q: 3 clusters Score -1139037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1139037.125000 Penalty: 4546.425293
	Iteration 46Q: 3 clusters Score -1139037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1139040.750000 Penalty: 4546.425293
	Iteration 47Q: 3 clusters Score -1139041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1139042.625000 Penalty: 4546.425293
	Iteration 48Q: 3 clusters Score -1139043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1139043.875000 Penalty: 4546.425293
	Iteration 49Q: 3 clusters Score -1139044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1139043.500000 Penalty: 4546.425293
	Iteration 50Q: 3 clusters Score -1139044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1139048.000000 Penalty: 4546.425293
	Iteration 51Q: 3 clusters Score -1139048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1139047.625000 Penalty: 4546.425293
	Iteration 52Q: 3 clusters Score -1139048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1139048.250000 Penalty: 4546.425293
	Iteration 53Q: 3 clusters Score -1139048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1139047.250000 Penalty: 4546.425293
	Iteration 54Q: 3 clusters Score -1139047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1139047.625000 Penalty: 4546.425293
	Iteration 55Q: 3 clusters Score -1139048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1139049.250000 Penalty: 4546.425293
	Iteration 56Q: 3 clusters Score -1139049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1139049.125000 Penalty: 4546.425293
	Iteration 57Q: 3 clusters Score -1139049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1139049.125000 Penalty: 4546.425293
	Iteration 58F: 3 clusters Score -1139049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Entering Unmasked Estep 
Score: -1946823.500000 Penalty: 2406.015869
	Iteration 0F: 2 clusters Score -1946824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1934975.625000 Penalty: 4812.031738
	Iteration 0F: 3 clusters Score -1934976 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1938900.875000 Penalty: 4812.031738
	Iteration 1F: 3 clusters Score -1938901 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1939367.625000 Penalty: 4812.031738
	Iteration 2F: 3 clusters Score -1939368 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1939735.625000 Penalty: 4812.031738
	Iteration 3F: 3 clusters Score -1939736 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1940035.000000 Penalty: 4812.031738
	Iteration 4Q: 3 clusters Score -1940035 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1940294.625000 Penalty: 4812.031738
	Iteration 5Q: 3 clusters Score -1940295 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1940621.250000 Penalty: 4812.031738
	Iteration 6Q: 3 clusters Score -1940621 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1940993.625000 Penalty: 4812.031738
	Iteration 7Q: 3 clusters Score -1940994 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1941447.125000 Penalty: 4812.031738
	Iteration 8Q: 3 clusters Score -1941447 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1941976.750000 Penalty: 4812.031738
	Iteration 9Q: 3 clusters Score -1941977 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1942469.000000 Penalty: 4812.031738
	Iteration 10Q: 3 clusters Score -1942469 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1942917.500000 Penalty: 4812.031738
	Iteration 11Q: 3 clusters Score -1942918 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1943252.875000 Penalty: 4812.031738
	Iteration 12Q: 3 clusters Score -1943253 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1943520.250000 Penalty: 4812.031738
	Iteration 13Q: 3 clusters Score -1943520 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1943704.000000 Penalty: 4812.031738
	Iteration 14Q: 3 clusters Score -1943704 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1943832.625000 Penalty: 4812.031738
	Iteration 15Q: 3 clusters Score -1943833 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1943937.000000 Penalty: 4812.031738
	Iteration 16Q: 3 clusters Score -1943937 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1944018.250000 Penalty: 4812.031738
	Iteration 17Q: 3 clusters Score -1944018 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1944089.625000 Penalty: 4812.031738
	Iteration 18Q: 3 clusters Score -1944090 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1944141.000000 Penalty: 4812.031738
	Iteration 19Q: 3 clusters Score -1944141 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1944180.500000 Penalty: 4812.031738
	Iteration 20F: 3 clusters Score -1944180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1944208.375000 Penalty: 4812.031738
	Iteration 21Q: 3 clusters Score -1944208 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1944233.375000 Penalty: 4812.031738
	Iteration 22Q: 3 clusters Score -1944233 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1944252.625000 Penalty: 4812.031738
	Iteration 23Q: 3 clusters Score -1944253 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1944266.875000 Penalty: 4812.031738
	Iteration 24Q: 3 clusters Score -1944267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1944277.750000 Penalty: 4812.031738
	Iteration 25Q: 3 clusters Score -1944278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1944281.000000 Penalty: 4812.031738
	Iteration 26Q: 3 clusters Score -1944281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1944292.875000 Penalty: 4812.031738
	Iteration 27Q: 3 clusters Score -1944293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1944287.500000 Penalty: 4812.031738
	Iteration 28Q: 3 clusters Score -1944288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1944293.250000 Penalty: 4812.031738
	Iteration 29Q: 3 clusters Score -1944293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1944292.375000 Penalty: 4812.031738
	Iteration 30Q: 3 clusters Score -1944292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1944297.875000 Penalty: 4812.031738
	Iteration 31Q: 3 clusters Score -1944298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1944304.625000 Penalty: 4812.031738
	Iteration 32Q: 3 clusters Score -1944305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1944307.000000 Penalty: 4812.031738
	Iteration 33Q: 3 clusters Score -1944307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1944309.125000 Penalty: 4812.031738
	Iteration 34Q: 3 clusters Score -1944309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1944312.000000 Penalty: 4812.031738
	Iteration 35Q: 3 clusters Score -1944312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1944315.125000 Penalty: 4812.031738
	Iteration 36Q: 3 clusters Score -1944315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1944314.750000 Penalty: 4812.031738
	Iteration 37Q: 3 clusters Score -1944315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1944314.375000 Penalty: 4812.031738
	Iteration 38Q: 3 clusters Score -1944314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1944313.125000 Penalty: 4812.031738
	Iteration 39Q: 3 clusters Score -1944313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1944313.625000 Penalty: 4812.031738
	Iteration 40F: 3 clusters Score -1944314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1944319.500000 Penalty: 4812.031738
	Iteration 41Q: 3 clusters Score -1944320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1944317.125000 Penalty: 4812.031738
	Iteration 42Q: 3 clusters Score -1944317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1944322.375000 Penalty: 4812.031738
	Iteration 43Q: 3 clusters Score -1944322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1944320.500000 Penalty: 4812.031738
	Iteration 44Q: 3 clusters Score -1944320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1944322.625000 Penalty: 4812.031738
	Iteration 45Q: 3 clusters Score -1944323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1944320.875000 Penalty: 4812.031738
	Iteration 46Q: 3 clusters Score -1944321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1944322.375000 Penalty: 4812.031738
	Iteration 47Q: 3 clusters Score -1944322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1944331.375000 Penalty: 4812.031738
	Iteration 48Q: 3 clusters Score -1944331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1944329.125000 Penalty: 4812.031738
	Iteration 49Q: 3 clusters Score -1944329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1944328.000000 Penalty: 4812.031738
	Iteration 50Q: 3 clusters Score -1944328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1944325.625000 Penalty: 4812.031738
	Iteration 51Q: 3 clusters Score -1944326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1944325.000000 Penalty: 4812.031738
	Iteration 52Q: 3 clusters Score -1944325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1944324.875000 Penalty: 4812.031738
	Iteration 53Q: 3 clusters Score -1944325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1944327.500000 Penalty: 4812.031738
	Iteration 54Q: 3 clusters Score -1944328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1944327.500000 Penalty: 4812.031738
	Iteration 55F: 3 clusters Score -1944328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -247975.125000 Penalty: 1893.914551
	Iteration 0F: 2 clusters Score -247975.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -245343.578125 Penalty: 3787.829102
	Iteration 0F: 3 clusters Score -245343.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -245817.484375 Penalty: 3787.829102
	Iteration 1F: 3 clusters Score -245817.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -245926.328125 Penalty: 3787.829102
	Iteration 2F: 3 clusters Score -245926.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -245983.703125 Penalty: 3787.829102
	Iteration 3Q: 3 clusters Score -245983.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -246010.515625 Penalty: 3787.829102
	Iteration 4Q: 3 clusters Score -246010.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -246024.093750 Penalty: 3787.829102
	Iteration 5Q: 3 clusters Score -246024.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -246032.843750 Penalty: 3787.829102
	Iteration 6Q: 3 clusters Score -246032.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -246036.734375 Penalty: 3787.829102
	Iteration 7Q: 3 clusters Score -246036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -246039.671875 Penalty: 3787.829102
	Iteration 8Q: 3 clusters Score -246039.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -246042.625000 Penalty: 3787.829102
	Iteration 9Q: 3 clusters Score -246042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -246044.531250 Penalty: 3787.829102
	Iteration 10Q: 3 clusters Score -246044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -246045.875000 Penalty: 3787.829102
	Iteration 11Q: 3 clusters Score -246045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -246046.984375 Penalty: 3787.829102
	Iteration 12Q: 3 clusters Score -246047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -246049.453125 Penalty: 3787.829102
	Iteration 13Q: 3 clusters Score -246049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -246050.953125 Penalty: 3787.829102
	Iteration 14Q: 3 clusters Score -246051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -246052.500000 Penalty: 3787.829102
	Iteration 15Q: 3 clusters Score -246052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -246053.437500 Penalty: 3787.829102
	Iteration 16Q: 3 clusters Score -246053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -246053.796875 Penalty: 3787.829102
	Iteration 17Q: 3 clusters Score -246053.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -246054.453125 Penalty: 3787.829102
	Iteration 18Q: 3 clusters Score -246054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -246054.453125 Penalty: 3787.829102
	Iteration 19F: 3 clusters Score -246054.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -306385.781250 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -306385.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -303298.000000 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -303298 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -304017.718750 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -304017.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -304287.906250 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -304287.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -304497.968750 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -304498 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -304688.062500 Penalty: 3940.819580
	Iteration 4F: 3 clusters Score -304688.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -304897.968750 Penalty: 3940.819580
	Iteration 5F: 3 clusters Score -304898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -305103.406250 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -305103.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -305266.156250 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -305266.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -305369.031250 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -305369 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -305447.062500 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -305447.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -305513.312500 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -305513.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -305552.218750 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -305552.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -305574.000000 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -305574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -305586.031250 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -305586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -305592.093750 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -305592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -305593.687500 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -305593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -305595.312500 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -305595.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -305597.093750 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -305597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -305600.375000 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -305600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -305601.625000 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -305601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -305603.968750 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -305604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -305607.375000 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -305607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -305612.093750 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -305612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -305617.000000 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -305617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -305620.625000 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -305620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -305624.343750 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -305624.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -305631.593750 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -305631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -305632.406250 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -305632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -305633.156250 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -305633.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -305633.843750 Penalty: 3940.819580
	Iteration 29Q: 3 clusters Score -305633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -305633.843750 Penalty: 3940.819580
	Iteration 30F: 3 clusters Score -305633.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Entering Unmasked Estep 
Score: -936213.812500 Penalty: 2222.227783
	Iteration 0F: 2 clusters Score -936213.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -929877.625000 Penalty: 4444.455566
	Iteration 0F: 3 clusters Score -929877.6 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -931656.250000 Penalty: 4444.455566
	Iteration 1F: 3 clusters Score -931656.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -932007.875000 Penalty: 4444.455566
	Iteration 2F: 3 clusters Score -932007.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -932358.312500 Penalty: 4444.455566
	Iteration 3F: 3 clusters Score -932358.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -932734.000000 Penalty: 4444.455566
	Iteration 4F: 3 clusters Score -932734 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -933198.562500 Penalty: 4444.455566
	Iteration 5F: 3 clusters Score -933198.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -933659.937500 Penalty: 4444.455566
	Iteration 6F: 3 clusters Score -933659.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -934174.500000 Penalty: 4444.455566
	Iteration 7F: 3 clusters Score -934174.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -934729.062500 Penalty: 4444.455566
	Iteration 8F: 3 clusters Score -934729.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -935227.187500 Penalty: 4444.455566
	Iteration 9Q: 3 clusters Score -935227.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -935587.125000 Penalty: 4444.455566
	Iteration 10Q: 3 clusters Score -935587.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -935819.312500 Penalty: 4444.455566
	Iteration 11Q: 3 clusters Score -935819.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -935979.312500 Penalty: 4444.455566
	Iteration 12Q: 3 clusters Score -935979.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -936061.937500 Penalty: 4444.455566
	Iteration 13Q: 3 clusters Score -936061.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -936115.375000 Penalty: 4444.455566
	Iteration 14Q: 3 clusters Score -936115.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -936147.625000 Penalty: 4444.455566
	Iteration 15Q: 3 clusters Score -936147.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -936161.625000 Penalty: 4444.455566
	Iteration 16Q: 3 clusters Score -936161.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -936177.437500 Penalty: 4444.455566
	Iteration 17Q: 3 clusters Score -936177.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -936187.875000 Penalty: 4444.455566
	Iteration 18Q: 3 clusters Score -936187.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -936196.812500 Penalty: 4444.455566
	Iteration 19Q: 3 clusters Score -936196.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -936202.750000 Penalty: 4444.455566
	Iteration 20F: 3 clusters Score -936202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -936205.500000 Penalty: 4444.455566
	Iteration 21Q: 3 clusters Score -936205.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -936209.875000 Penalty: 4444.455566
	Iteration 22Q: 3 clusters Score -936209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -936212.812500 Penalty: 4444.455566
	Iteration 23Q: 3 clusters Score -936212.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -936215.250000 Penalty: 4444.455566
	Iteration 24Q: 3 clusters Score -936215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -936215.000000 Penalty: 4444.455566
	Iteration 25Q: 3 clusters Score -936215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -936215.562500 Penalty: 4444.455566
	Iteration 26Q: 3 clusters Score -936215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -936214.500000 Penalty: 4444.455566
	Iteration 27Q: 3 clusters Score -936214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -936214.500000 Penalty: 4444.455566
	Iteration 28F: 3 clusters Score -936214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 40120 members 
Mstep: Class 6 contains 5973 members 
Mstep: Class 7 contains 4738 members 
Mstep: Class 8 contains 9680 members 
Mstep: Class 9 contains 9568 members 
Mstep: Class 10 contains 16345 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 1254 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 9442 members 
Mstep: Class 16 contains 25614 members 
Mstep: Class 17 contains 9371 members 
Mstep: Class 18 contains 17125 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 1292 members 
Mstep: Class 23 contains 13264 members 
Mstep: Class 24 contains 17455 members 
Mstep: Class 25 contains 13486 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 24765 members 
Mstep: Class 28 contains 5658 members 
Mstep: Class 29 contains 5557 members 
Mstep: Class 30 contains 6324 members 
Mstep: Class 31 contains 3810 members 
Mstep: Class 32 contains 7189 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 1500 members 
Mstep: Class 35 contains 6536 members 
Entering Unmasked Estep 
Score: -35711512.000000 Penalty: 110061.320312
Splitting cluster 13 changes total score from -35712436.000000 to -35711512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (3501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Entering Unmasked Estep 
Score: -408823.875000 Penalty: 2023.879395
	Iteration 0F: 2 clusters Score -408823.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -405240.062500 Penalty: 4047.758789
	Iteration 0F: 3 clusters Score -405240.1 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -406020.312500 Penalty: 4047.758789
	Iteration 1F: 3 clusters Score -406020.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -406250.562500 Penalty: 4047.758789
	Iteration 2F: 3 clusters Score -406250.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -406442.375000 Penalty: 4047.758789
	Iteration 3F: 3 clusters Score -406442.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -406606.218750 Penalty: 4047.758789
	Iteration 4F: 3 clusters Score -406606.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -406736.187500 Penalty: 4047.758789
	Iteration 5Q: 3 clusters Score -406736.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -406821.281250 Penalty: 4047.758789
	Iteration 6Q: 3 clusters Score -406821.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -406873.906250 Penalty: 4047.758789
	Iteration 7Q: 3 clusters Score -406873.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -406930.468750 Penalty: 4047.758789
	Iteration 8Q: 3 clusters Score -406930.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -406966.187500 Penalty: 4047.758789
	Iteration 9Q: 3 clusters Score -406966.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -406994.687500 Penalty: 4047.758789
	Iteration 10Q: 3 clusters Score -406994.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -407017.156250 Penalty: 4047.758789
	Iteration 11Q: 3 clusters Score -407017.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -407033.000000 Penalty: 4047.758789
	Iteration 12Q: 3 clusters Score -407033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -407043.656250 Penalty: 4047.758789
	Iteration 13Q: 3 clusters Score -407043.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -407054.500000 Penalty: 4047.758789
	Iteration 14Q: 3 clusters Score -407054.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -407062.875000 Penalty: 4047.758789
	Iteration 15Q: 3 clusters Score -407062.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -407073.000000 Penalty: 4047.758789
	Iteration 16Q: 3 clusters Score -407073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -407082.718750 Penalty: 4047.758789
	Iteration 17Q: 3 clusters Score -407082.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -407092.750000 Penalty: 4047.758789
	Iteration 18Q: 3 clusters Score -407092.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -407097.656250 Penalty: 4047.758789
	Iteration 19Q: 3 clusters Score -407097.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -407102.281250 Penalty: 4047.758789
	Iteration 20F: 3 clusters Score -407102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -407103.687500 Penalty: 4047.758789
	Iteration 21Q: 3 clusters Score -407103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -407106.218750 Penalty: 4047.758789
	Iteration 22Q: 3 clusters Score -407106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -407109.531250 Penalty: 4047.758789
	Iteration 23Q: 3 clusters Score -407109.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -407111.156250 Penalty: 4047.758789
	Iteration 24Q: 3 clusters Score -407111.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -407112.593750 Penalty: 4047.758789
	Iteration 25Q: 3 clusters Score -407112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -407114.531250 Penalty: 4047.758789
	Iteration 26Q: 3 clusters Score -407114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -407114.937500 Penalty: 4047.758789
	Iteration 27Q: 3 clusters Score -407114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -407115.968750 Penalty: 4047.758789
	Iteration 28Q: 3 clusters Score -407116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -407117.031250 Penalty: 4047.758789
	Iteration 29Q: 3 clusters Score -407117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -407117.031250 Penalty: 4047.758789
	Iteration 30F: 3 clusters Score -407117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Entering Unmasked Estep 
Score: -1070692.125000 Penalty: 2269.925049
	Iteration 0F: 2 clusters Score -1070692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1063349.375000 Penalty: 4539.850098
	Iteration 0F: 3 clusters Score -1063349 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1065560.250000 Penalty: 4539.850098
	Iteration 1F: 3 clusters Score -1065560 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1065946.125000 Penalty: 4539.850098
	Iteration 2F: 3 clusters Score -1065946 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1066357.875000 Penalty: 4539.850098
	Iteration 3F: 3 clusters Score -1066358 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1066742.625000 Penalty: 4539.850098
	Iteration 4F: 3 clusters Score -1066743 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1067186.625000 Penalty: 4539.850098
	Iteration 5F: 3 clusters Score -1067187 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1067634.875000 Penalty: 4539.850098
	Iteration 6F: 3 clusters Score -1067635 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1067998.250000 Penalty: 4539.850098
	Iteration 7Q: 3 clusters Score -1067998 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1068277.750000 Penalty: 4539.850098
	Iteration 8Q: 3 clusters Score -1068278 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1068459.625000 Penalty: 4539.850098
	Iteration 9Q: 3 clusters Score -1068460 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1068566.000000 Penalty: 4539.850098
	Iteration 10Q: 3 clusters Score -1068566 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1068644.875000 Penalty: 4539.850098
	Iteration 11Q: 3 clusters Score -1068645 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1068694.000000 Penalty: 4539.850098
	Iteration 12Q: 3 clusters Score -1068694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1068729.875000 Penalty: 4539.850098
	Iteration 13Q: 3 clusters Score -1068730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1068747.125000 Penalty: 4539.850098
	Iteration 14Q: 3 clusters Score -1068747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1068758.625000 Penalty: 4539.850098
	Iteration 15Q: 3 clusters Score -1068759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1068771.125000 Penalty: 4539.850098
	Iteration 16Q: 3 clusters Score -1068771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1068781.750000 Penalty: 4539.850098
	Iteration 17Q: 3 clusters Score -1068782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1068788.000000 Penalty: 4539.850098
	Iteration 18Q: 3 clusters Score -1068788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1068796.000000 Penalty: 4539.850098
	Iteration 19Q: 3 clusters Score -1068796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1068800.500000 Penalty: 4539.850098
	Iteration 20F: 3 clusters Score -1068800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1068808.875000 Penalty: 4539.850098
	Iteration 21Q: 3 clusters Score -1068809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1068815.250000 Penalty: 4539.850098
	Iteration 22Q: 3 clusters Score -1068815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1068817.750000 Penalty: 4539.850098
	Iteration 23Q: 3 clusters Score -1068818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1068821.750000 Penalty: 4539.850098
	Iteration 24Q: 3 clusters Score -1068822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1068826.875000 Penalty: 4539.850098
	Iteration 25Q: 3 clusters Score -1068827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1068827.625000 Penalty: 4539.850098
	Iteration 26Q: 3 clusters Score -1068828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1068832.625000 Penalty: 4539.850098
	Iteration 27Q: 3 clusters Score -1068833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1068833.875000 Penalty: 4539.850098
	Iteration 28Q: 3 clusters Score -1068834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1068835.000000 Penalty: 4539.850098
	Iteration 29Q: 3 clusters Score -1068835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1068835.625000 Penalty: 4539.850098
	Iteration 30Q: 3 clusters Score -1068836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1068837.375000 Penalty: 4539.850098
	Iteration 31Q: 3 clusters Score -1068837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1068839.250000 Penalty: 4539.850098
	Iteration 32Q: 3 clusters Score -1068839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1068840.000000 Penalty: 4539.850098
	Iteration 33Q: 3 clusters Score -1068840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1068840.500000 Penalty: 4539.850098
	Iteration 34Q: 3 clusters Score -1068840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1068843.000000 Penalty: 4539.850098
	Iteration 35Q: 3 clusters Score -1068843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1068843.000000 Penalty: 4539.850098
	Iteration 36Q: 3 clusters Score -1068843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1068848.000000 Penalty: 4539.850098
	Iteration 37Q: 3 clusters Score -1068848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1068848.375000 Penalty: 4539.850098
	Iteration 38Q: 3 clusters Score -1068848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1068852.875000 Penalty: 4539.850098
	Iteration 39Q: 3 clusters Score -1068853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1068854.625000 Penalty: 4539.850098
	Iteration 40F: 3 clusters Score -1068855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1068855.125000 Penalty: 4539.850098
	Iteration 41Q: 3 clusters Score -1068855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1068855.125000 Penalty: 4539.850098
	Iteration 42F: 3 clusters Score -1068855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Entering Unmasked Estep 
Score: -3090687.000000 Penalty: 2517.421875
	Iteration 0F: 2 clusters Score -3090687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -3073058.750000 Penalty: 5034.843750
	Iteration 0F: 3 clusters Score -3073059 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3079346.250000 Penalty: 5034.843750
	Iteration 1F: 3 clusters Score -3079346 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3079789.000000 Penalty: 5034.843750
	Iteration 2F: 3 clusters Score -3079789 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3080193.500000 Penalty: 5034.843750
	Iteration 3Q: 3 clusters Score -3080194 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3080629.250000 Penalty: 5034.843750
	Iteration 4Q: 3 clusters Score -3080629 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3081108.750000 Penalty: 5034.843750
	Iteration 5Q: 3 clusters Score -3081109 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3081618.250000 Penalty: 5034.843750
	Iteration 6Q: 3 clusters Score -3081618 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3082238.500000 Penalty: 5034.843750
	Iteration 7Q: 3 clusters Score -3082238 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3082987.000000 Penalty: 5034.843750
	Iteration 8Q: 3 clusters Score -3082987 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3083865.250000 Penalty: 5034.843750
	Iteration 9Q: 3 clusters Score -3083865 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3084672.750000 Penalty: 5034.843750
	Iteration 10Q: 3 clusters Score -3084673 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3085298.000000 Penalty: 5034.843750
	Iteration 11Q: 3 clusters Score -3085298 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3085790.250000 Penalty: 5034.843750
	Iteration 12Q: 3 clusters Score -3085790 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3086198.000000 Penalty: 5034.843750
	Iteration 13Q: 3 clusters Score -3086198 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3086491.250000 Penalty: 5034.843750
	Iteration 14Q: 3 clusters Score -3086491 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3086741.000000 Penalty: 5034.843750
	Iteration 15Q: 3 clusters Score -3086741 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3086929.750000 Penalty: 5034.843750
	Iteration 16Q: 3 clusters Score -3086930 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3087086.500000 Penalty: 5034.843750
	Iteration 17Q: 3 clusters Score -3087086 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3087235.750000 Penalty: 5034.843750
	Iteration 18Q: 3 clusters Score -3087236 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3087366.000000 Penalty: 5034.843750
	Iteration 19Q: 3 clusters Score -3087366 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -3087470.250000 Penalty: 5034.843750
	Iteration 20F: 3 clusters Score -3087470 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3087559.250000 Penalty: 5034.843750
	Iteration 21Q: 3 clusters Score -3087559 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -3087646.750000 Penalty: 5034.843750
	Iteration 22Q: 3 clusters Score -3087647 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -3087709.500000 Penalty: 5034.843750
	Iteration 23Q: 3 clusters Score -3087710 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3087770.750000 Penalty: 5034.843750
	Iteration 24Q: 3 clusters Score -3087771 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3087838.750000 Penalty: 5034.843750
	Iteration 25Q: 3 clusters Score -3087839 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3087912.500000 Penalty: 5034.843750
	Iteration 26Q: 3 clusters Score -3087912 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3087982.000000 Penalty: 5034.843750
	Iteration 27Q: 3 clusters Score -3087982 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3088065.000000 Penalty: 5034.843750
	Iteration 28Q: 3 clusters Score -3088065 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3088153.750000 Penalty: 5034.843750
	Iteration 29Q: 3 clusters Score -3088154 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3088282.500000 Penalty: 5034.843750
	Iteration 30Q: 3 clusters Score -3088282 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3088472.500000 Penalty: 5034.843750
	Iteration 31Q: 3 clusters Score -3088472 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3088659.000000 Penalty: 5034.843750
	Iteration 32Q: 3 clusters Score -3088659 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3088903.750000 Penalty: 5034.843750
	Iteration 33Q: 3 clusters Score -3088904 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3089147.250000 Penalty: 5034.843750
	Iteration 34Q: 3 clusters Score -3089147 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3089303.500000 Penalty: 5034.843750
	Iteration 35Q: 3 clusters Score -3089304 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3089427.250000 Penalty: 5034.843750
	Iteration 36Q: 3 clusters Score -3089427 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3089496.500000 Penalty: 5034.843750
	Iteration 37Q: 3 clusters Score -3089496 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3089542.250000 Penalty: 5034.843750
	Iteration 38Q: 3 clusters Score -3089542 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3089575.500000 Penalty: 5034.843750
	Iteration 39Q: 3 clusters Score -3089576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3089651.500000 Penalty: 5034.843750
	Iteration 40F: 3 clusters Score -3089652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3089697.250000 Penalty: 5034.843750
	Iteration 41Q: 3 clusters Score -3089697 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3089737.250000 Penalty: 5034.843750
	Iteration 42Q: 3 clusters Score -3089737 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -3089774.750000 Penalty: 5034.843750
	Iteration 43Q: 3 clusters Score -3089775 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3089801.250000 Penalty: 5034.843750
	Iteration 44Q: 3 clusters Score -3089801 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3089857.250000 Penalty: 5034.843750
	Iteration 45Q: 3 clusters Score -3089857 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3089884.000000 Penalty: 5034.843750
	Iteration 46Q: 3 clusters Score -3089884 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3089924.750000 Penalty: 5034.843750
	Iteration 47Q: 3 clusters Score -3089925 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3089968.750000 Penalty: 5034.843750
	Iteration 48Q: 3 clusters Score -3089969 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -3090010.250000 Penalty: 5034.843750
	Iteration 49Q: 3 clusters Score -3090010 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3090066.250000 Penalty: 5034.843750
	Iteration 50Q: 3 clusters Score -3090066 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -3090147.250000 Penalty: 5034.843750
	Iteration 51Q: 3 clusters Score -3090147 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3090219.500000 Penalty: 5034.843750
	Iteration 52Q: 3 clusters Score -3090220 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3090288.750000 Penalty: 5034.843750
	Iteration 53Q: 3 clusters Score -3090289 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3090361.000000 Penalty: 5034.843750
	Iteration 54Q: 3 clusters Score -3090361 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3090416.750000 Penalty: 5034.843750
	Iteration 55Q: 3 clusters Score -3090417 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3090474.250000 Penalty: 5034.843750
	Iteration 56Q: 3 clusters Score -3090474 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3090513.000000 Penalty: 5034.843750
	Iteration 57Q: 3 clusters Score -3090513 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -3090544.500000 Penalty: 5034.843750
	Iteration 58Q: 3 clusters Score -3090544 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3090565.000000 Penalty: 5034.843750
	Iteration 59Q: 3 clusters Score -3090565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -3090585.750000 Penalty: 5034.843750
	Iteration 60F: 3 clusters Score -3090586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -3090599.000000 Penalty: 5034.843750
	Iteration 61Q: 3 clusters Score -3090599 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3090600.750000 Penalty: 5034.843750
	Iteration 62Q: 3 clusters Score -3090601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3090601.750000 Penalty: 5034.843750
	Iteration 63Q: 3 clusters Score -3090602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3090604.000000 Penalty: 5034.843750
	Iteration 64Q: 3 clusters Score -3090604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3090608.500000 Penalty: 5034.843750
	Iteration 65Q: 3 clusters Score -3090608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3090610.000000 Penalty: 5034.843750
	Iteration 66Q: 3 clusters Score -3090610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3090618.000000 Penalty: 5034.843750
	Iteration 67Q: 3 clusters Score -3090618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -3090620.750000 Penalty: 5034.843750
	Iteration 68Q: 3 clusters Score -3090621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3090621.500000 Penalty: 5034.843750
	Iteration 69Q: 3 clusters Score -3090622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3090622.500000 Penalty: 5034.843750
	Iteration 70Q: 3 clusters Score -3090622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3090622.500000 Penalty: 5034.843750
	Iteration 71Q: 3 clusters Score -3090622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3090621.750000 Penalty: 5034.843750
	Iteration 72Q: 3 clusters Score -3090622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3090628.000000 Penalty: 5034.843750
	Iteration 73Q: 3 clusters Score -3090628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3090628.250000 Penalty: 5034.843750
	Iteration 74Q: 3 clusters Score -3090628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3090630.000000 Penalty: 5034.843750
	Iteration 75Q: 3 clusters Score -3090630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3090630.250000 Penalty: 5034.843750
	Iteration 76Q: 3 clusters Score -3090630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3090627.000000 Penalty: 5034.843750
	Iteration 77Q: 3 clusters Score -3090627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3090625.750000 Penalty: 5034.843750
	Iteration 78Q: 3 clusters Score -3090626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3090625.500000 Penalty: 5034.843750
	Iteration 79Q: 3 clusters Score -3090626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3090625.500000 Penalty: 5034.843750
	Iteration 80F: 3 clusters Score -3090626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Entering Unmasked Estep 
Score: -923990.062500 Penalty: 2268.052979
	Iteration 0F: 2 clusters Score -923990.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -916707.125000 Penalty: 4536.105957
	Iteration 0F: 3 clusters Score -916707.1 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -918880.500000 Penalty: 4536.105957
	Iteration 1F: 3 clusters Score -918880.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -919290.812500 Penalty: 4536.105957
	Iteration 2F: 3 clusters Score -919290.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -919670.250000 Penalty: 4536.105957
	Iteration 3F: 3 clusters Score -919670.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -920070.500000 Penalty: 4536.105957
	Iteration 4F: 3 clusters Score -920070.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -920460.187500 Penalty: 4536.105957
	Iteration 5F: 3 clusters Score -920460.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -920879.937500 Penalty: 4536.105957
	Iteration 6F: 3 clusters Score -920879.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -921237.562500 Penalty: 4536.105957
	Iteration 7F: 3 clusters Score -921237.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -921519.562500 Penalty: 4536.105957
	Iteration 8Q: 3 clusters Score -921519.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -921702.625000 Penalty: 4536.105957
	Iteration 9Q: 3 clusters Score -921702.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -921830.000000 Penalty: 4536.105957
	Iteration 10Q: 3 clusters Score -921830 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -921929.125000 Penalty: 4536.105957
	Iteration 11Q: 3 clusters Score -921929.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -921996.125000 Penalty: 4536.105957
	Iteration 12Q: 3 clusters Score -921996.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -922038.125000 Penalty: 4536.105957
	Iteration 13Q: 3 clusters Score -922038.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -922073.500000 Penalty: 4536.105957
	Iteration 14Q: 3 clusters Score -922073.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -922102.812500 Penalty: 4536.105957
	Iteration 15Q: 3 clusters Score -922102.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -922131.562500 Penalty: 4536.105957
	Iteration 16Q: 3 clusters Score -922131.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -922155.687500 Penalty: 4536.105957
	Iteration 17Q: 3 clusters Score -922155.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -922173.062500 Penalty: 4536.105957
	Iteration 18Q: 3 clusters Score -922173.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -922179.875000 Penalty: 4536.105957
	Iteration 19Q: 3 clusters Score -922179.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -922193.812500 Penalty: 4536.105957
	Iteration 20F: 3 clusters Score -922193.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -922205.125000 Penalty: 4536.105957
	Iteration 21Q: 3 clusters Score -922205.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -922216.250000 Penalty: 4536.105957
	Iteration 22Q: 3 clusters Score -922216.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -922223.812500 Penalty: 4536.105957
	Iteration 23Q: 3 clusters Score -922223.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -922229.562500 Penalty: 4536.105957
	Iteration 24Q: 3 clusters Score -922229.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -922233.000000 Penalty: 4536.105957
	Iteration 25Q: 3 clusters Score -922233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -922235.062500 Penalty: 4536.105957
	Iteration 26Q: 3 clusters Score -922235.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -922233.187500 Penalty: 4536.105957
	Iteration 27Q: 3 clusters Score -922233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -922234.875000 Penalty: 4536.105957
	Iteration 28Q: 3 clusters Score -922234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -922237.000000 Penalty: 4536.105957
	Iteration 29Q: 3 clusters Score -922237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -922238.750000 Penalty: 4536.105957
	Iteration 30Q: 3 clusters Score -922238.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -922241.687500 Penalty: 4536.105957
	Iteration 31Q: 3 clusters Score -922241.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -922243.062500 Penalty: 4536.105957
	Iteration 32Q: 3 clusters Score -922243.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -922244.812500 Penalty: 4536.105957
	Iteration 33Q: 3 clusters Score -922244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -922244.937500 Penalty: 4536.105957
	Iteration 34Q: 3 clusters Score -922244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -922243.937500 Penalty: 4536.105957
	Iteration 35Q: 3 clusters Score -922243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -922244.500000 Penalty: 4536.105957
	Iteration 36Q: 3 clusters Score -922244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -922244.500000 Penalty: 4536.105957
	Iteration 37F: 3 clusters Score -922244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Entering Unmasked Estep 
Score: -2025540.250000 Penalty: 2417.577148
	Iteration 0F: 2 clusters Score -2025540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2013319.250000 Penalty: 4835.154297
	Iteration 0F: 3 clusters Score -2013319 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2017259.125000 Penalty: 4835.154297
	Iteration 1F: 3 clusters Score -2017259 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2017725.375000 Penalty: 4835.154297
	Iteration 2F: 3 clusters Score -2017725 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2018280.875000 Penalty: 4835.154297
	Iteration 3F: 3 clusters Score -2018281 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2018893.000000 Penalty: 4835.154297
	Iteration 4F: 3 clusters Score -2018893 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2019533.875000 Penalty: 4835.154297
	Iteration 5F: 3 clusters Score -2019534 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2020268.000000 Penalty: 4835.154297
	Iteration 6F: 3 clusters Score -2020268 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2021027.500000 Penalty: 4835.154297
	Iteration 7F: 3 clusters Score -2021028 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2021711.375000 Penalty: 4835.154297
	Iteration 8F: 3 clusters Score -2021711 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2022185.875000 Penalty: 4835.154297
	Iteration 9Q: 3 clusters Score -2022186 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2022478.125000 Penalty: 4835.154297
	Iteration 10Q: 3 clusters Score -2022478 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2022721.000000 Penalty: 4835.154297
	Iteration 11Q: 3 clusters Score -2022721 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2022913.625000 Penalty: 4835.154297
	Iteration 12Q: 3 clusters Score -2022914 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2023076.625000 Penalty: 4835.154297
	Iteration 13Q: 3 clusters Score -2023077 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2023212.875000 Penalty: 4835.154297
	Iteration 14Q: 3 clusters Score -2023213 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2023315.125000 Penalty: 4835.154297
	Iteration 15Q: 3 clusters Score -2023315 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2023414.375000 Penalty: 4835.154297
	Iteration 16Q: 3 clusters Score -2023414 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2023498.000000 Penalty: 4835.154297
	Iteration 17Q: 3 clusters Score -2023498 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2023562.625000 Penalty: 4835.154297
	Iteration 18Q: 3 clusters Score -2023563 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2023619.750000 Penalty: 4835.154297
	Iteration 19Q: 3 clusters Score -2023620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2023655.750000 Penalty: 4835.154297
	Iteration 20F: 3 clusters Score -2023656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2023689.125000 Penalty: 4835.154297
	Iteration 21Q: 3 clusters Score -2023689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2023715.000000 Penalty: 4835.154297
	Iteration 22Q: 3 clusters Score -2023715 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2023745.875000 Penalty: 4835.154297
	Iteration 23Q: 3 clusters Score -2023746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2023759.125000 Penalty: 4835.154297
	Iteration 24Q: 3 clusters Score -2023759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2023769.750000 Penalty: 4835.154297
	Iteration 25Q: 3 clusters Score -2023770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2023794.375000 Penalty: 4835.154297
	Iteration 26Q: 3 clusters Score -2023794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2023802.125000 Penalty: 4835.154297
	Iteration 27Q: 3 clusters Score -2023802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2023816.375000 Penalty: 4835.154297
	Iteration 28Q: 3 clusters Score -2023816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2023824.125000 Penalty: 4835.154297
	Iteration 29Q: 3 clusters Score -2023824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2023831.750000 Penalty: 4835.154297
	Iteration 30Q: 3 clusters Score -2023832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2023842.750000 Penalty: 4835.154297
	Iteration 31Q: 3 clusters Score -2023843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2023859.750000 Penalty: 4835.154297
	Iteration 32Q: 3 clusters Score -2023860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2023882.375000 Penalty: 4835.154297
	Iteration 33Q: 3 clusters Score -2023882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2023920.250000 Penalty: 4835.154297
	Iteration 34Q: 3 clusters Score -2023920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2023969.000000 Penalty: 4835.154297
	Iteration 35Q: 3 clusters Score -2023969 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2024035.375000 Penalty: 4835.154297
	Iteration 36Q: 3 clusters Score -2024035 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2024087.000000 Penalty: 4835.154297
	Iteration 37Q: 3 clusters Score -2024087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2024114.250000 Penalty: 4835.154297
	Iteration 38Q: 3 clusters Score -2024114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2024128.875000 Penalty: 4835.154297
	Iteration 39Q: 3 clusters Score -2024129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2024135.750000 Penalty: 4835.154297
	Iteration 40F: 3 clusters Score -2024136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2024141.250000 Penalty: 4835.154297
	Iteration 41Q: 3 clusters Score -2024141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2024147.375000 Penalty: 4835.154297
	Iteration 42Q: 3 clusters Score -2024147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2024156.125000 Penalty: 4835.154297
	Iteration 43Q: 3 clusters Score -2024156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2024156.375000 Penalty: 4835.154297
	Iteration 44Q: 3 clusters Score -2024156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2024158.250000 Penalty: 4835.154297
	Iteration 45Q: 3 clusters Score -2024158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2024164.000000 Penalty: 4835.154297
	Iteration 46Q: 3 clusters Score -2024164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2024160.375000 Penalty: 4835.154297
	Iteration 47Q: 3 clusters Score -2024160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2024159.750000 Penalty: 4835.154297
	Iteration 48Q: 3 clusters Score -2024160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2024161.500000 Penalty: 4835.154297
	Iteration 49Q: 3 clusters Score -2024162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2024163.125000 Penalty: 4835.154297
	Iteration 50Q: 3 clusters Score -2024163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2024169.500000 Penalty: 4835.154297
	Iteration 51Q: 3 clusters Score -2024170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2024178.250000 Penalty: 4835.154297
	Iteration 52Q: 3 clusters Score -2024178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2024177.750000 Penalty: 4835.154297
	Iteration 53Q: 3 clusters Score -2024178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2024181.250000 Penalty: 4835.154297
	Iteration 54Q: 3 clusters Score -2024181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2024189.625000 Penalty: 4835.154297
	Iteration 55Q: 3 clusters Score -2024190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2024190.000000 Penalty: 4835.154297
	Iteration 56Q: 3 clusters Score -2024190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2024196.125000 Penalty: 4835.154297
	Iteration 57Q: 3 clusters Score -2024196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2024201.000000 Penalty: 4835.154297
	Iteration 58Q: 3 clusters Score -2024201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2024209.750000 Penalty: 4835.154297
	Iteration 59Q: 3 clusters Score -2024210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2024209.875000 Penalty: 4835.154297
	Iteration 60F: 3 clusters Score -2024210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2024213.375000 Penalty: 4835.154297
	Iteration 61Q: 3 clusters Score -2024213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2024215.750000 Penalty: 4835.154297
	Iteration 62Q: 3 clusters Score -2024216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2024216.000000 Penalty: 4835.154297
	Iteration 63Q: 3 clusters Score -2024216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2024222.625000 Penalty: 4835.154297
	Iteration 64Q: 3 clusters Score -2024223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2024221.125000 Penalty: 4835.154297
	Iteration 65Q: 3 clusters Score -2024221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2024226.125000 Penalty: 4835.154297
	Iteration 66Q: 3 clusters Score -2024226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2024228.125000 Penalty: 4835.154297
	Iteration 67Q: 3 clusters Score -2024228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2024227.375000 Penalty: 4835.154297
	Iteration 68Q: 3 clusters Score -2024227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2024228.125000 Penalty: 4835.154297
	Iteration 69Q: 3 clusters Score -2024228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2024228.750000 Penalty: 4835.154297
	Iteration 70Q: 3 clusters Score -2024229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2024228.750000 Penalty: 4835.154297
	Iteration 71Q: 3 clusters Score -2024229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2024228.750000 Penalty: 4835.154297
	Iteration 72Q: 3 clusters Score -2024229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2024229.125000 Penalty: 4835.154297
	Iteration 73Q: 3 clusters Score -2024229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2024230.750000 Penalty: 4835.154297
	Iteration 74Q: 3 clusters Score -2024231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2024230.000000 Penalty: 4835.154297
	Iteration 75Q: 3 clusters Score -2024230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2024230.250000 Penalty: 4835.154297
	Iteration 76Q: 3 clusters Score -2024230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2024230.250000 Penalty: 4835.154297
	Iteration 77F: 3 clusters Score -2024230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Entering Unmasked Estep 
Score: -1204560.375000 Penalty: 2314.364502
	Iteration 0F: 2 clusters Score -1204560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1196122.250000 Penalty: 4628.729004
	Iteration 0F: 3 clusters Score -1196122 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1198786.250000 Penalty: 4628.729004
	Iteration 1F: 3 clusters Score -1198786 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1199377.375000 Penalty: 4628.729004
	Iteration 2F: 3 clusters Score -1199377 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1199881.125000 Penalty: 4628.729004
	Iteration 3F: 3 clusters Score -1199881 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1200356.625000 Penalty: 4628.729004
	Iteration 4F: 3 clusters Score -1200357 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1200818.125000 Penalty: 4628.729004
	Iteration 5F: 3 clusters Score -1200818 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1201229.375000 Penalty: 4628.729004
	Iteration 6F: 3 clusters Score -1201229 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1201616.250000 Penalty: 4628.729004
	Iteration 7Q: 3 clusters Score -1201616 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1201953.375000 Penalty: 4628.729004
	Iteration 8Q: 3 clusters Score -1201953 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1202213.625000 Penalty: 4628.729004
	Iteration 9Q: 3 clusters Score -1202214 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1202412.125000 Penalty: 4628.729004
	Iteration 10Q: 3 clusters Score -1202412 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1202591.000000 Penalty: 4628.729004
	Iteration 11Q: 3 clusters Score -1202591 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1202734.750000 Penalty: 4628.729004
	Iteration 12Q: 3 clusters Score -1202735 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1202845.000000 Penalty: 4628.729004
	Iteration 13Q: 3 clusters Score -1202845 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1202950.875000 Penalty: 4628.729004
	Iteration 14Q: 3 clusters Score -1202951 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1203025.875000 Penalty: 4628.729004
	Iteration 15Q: 3 clusters Score -1203026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1203089.750000 Penalty: 4628.729004
	Iteration 16Q: 3 clusters Score -1203090 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1203148.750000 Penalty: 4628.729004
	Iteration 17Q: 3 clusters Score -1203149 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1203201.375000 Penalty: 4628.729004
	Iteration 18Q: 3 clusters Score -1203201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1203242.000000 Penalty: 4628.729004
	Iteration 19Q: 3 clusters Score -1203242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1203275.000000 Penalty: 4628.729004
	Iteration 20F: 3 clusters Score -1203275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1203297.875000 Penalty: 4628.729004
	Iteration 21Q: 3 clusters Score -1203298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1203315.625000 Penalty: 4628.729004
	Iteration 22Q: 3 clusters Score -1203316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1203330.125000 Penalty: 4628.729004
	Iteration 23Q: 3 clusters Score -1203330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1203349.625000 Penalty: 4628.729004
	Iteration 24Q: 3 clusters Score -1203350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1203363.000000 Penalty: 4628.729004
	Iteration 25Q: 3 clusters Score -1203363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1203381.500000 Penalty: 4628.729004
	Iteration 26Q: 3 clusters Score -1203382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1203400.750000 Penalty: 4628.729004
	Iteration 27Q: 3 clusters Score -1203401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1203422.125000 Penalty: 4628.729004
	Iteration 28Q: 3 clusters Score -1203422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1203455.875000 Penalty: 4628.729004
	Iteration 29Q: 3 clusters Score -1203456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1203487.125000 Penalty: 4628.729004
	Iteration 30Q: 3 clusters Score -1203487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1203519.875000 Penalty: 4628.729004
	Iteration 31Q: 3 clusters Score -1203520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1203541.375000 Penalty: 4628.729004
	Iteration 32Q: 3 clusters Score -1203541 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1203561.250000 Penalty: 4628.729004
	Iteration 33Q: 3 clusters Score -1203561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1203575.750000 Penalty: 4628.729004
	Iteration 34Q: 3 clusters Score -1203576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1203590.875000 Penalty: 4628.729004
	Iteration 35Q: 3 clusters Score -1203591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1203615.000000 Penalty: 4628.729004
	Iteration 36Q: 3 clusters Score -1203615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1203641.250000 Penalty: 4628.729004
	Iteration 37Q: 3 clusters Score -1203641 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1203659.500000 Penalty: 4628.729004
	Iteration 38Q: 3 clusters Score -1203660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1203693.125000 Penalty: 4628.729004
	Iteration 39Q: 3 clusters Score -1203693 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1203726.125000 Penalty: 4628.729004
	Iteration 40F: 3 clusters Score -1203726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1203767.250000 Penalty: 4628.729004
	Iteration 41Q: 3 clusters Score -1203767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1203830.500000 Penalty: 4628.729004
	Iteration 42Q: 3 clusters Score -1203830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1203883.250000 Penalty: 4628.729004
	Iteration 43Q: 3 clusters Score -1203883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1203906.000000 Penalty: 4628.729004
	Iteration 44Q: 3 clusters Score -1203906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1203926.625000 Penalty: 4628.729004
	Iteration 45Q: 3 clusters Score -1203927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1203939.000000 Penalty: 4628.729004
	Iteration 46Q: 3 clusters Score -1203939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1203948.000000 Penalty: 4628.729004
	Iteration 47Q: 3 clusters Score -1203948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1203954.000000 Penalty: 4628.729004
	Iteration 48Q: 3 clusters Score -1203954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1203956.750000 Penalty: 4628.729004
	Iteration 49Q: 3 clusters Score -1203957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1203960.375000 Penalty: 4628.729004
	Iteration 50Q: 3 clusters Score -1203960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1203965.625000 Penalty: 4628.729004
	Iteration 51Q: 3 clusters Score -1203966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1203971.125000 Penalty: 4628.729004
	Iteration 52Q: 3 clusters Score -1203971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1203985.750000 Penalty: 4628.729004
	Iteration 53Q: 3 clusters Score -1203986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1203992.625000 Penalty: 4628.729004
	Iteration 54Q: 3 clusters Score -1203993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1204005.250000 Penalty: 4628.729004
	Iteration 55Q: 3 clusters Score -1204005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1204012.500000 Penalty: 4628.729004
	Iteration 56Q: 3 clusters Score -1204012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1204021.625000 Penalty: 4628.729004
	Iteration 57Q: 3 clusters Score -1204022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1204025.125000 Penalty: 4628.729004
	Iteration 58Q: 3 clusters Score -1204025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1204026.000000 Penalty: 4628.729004
	Iteration 59Q: 3 clusters Score -1204026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1204027.250000 Penalty: 4628.729004
	Iteration 60F: 3 clusters Score -1204027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1204027.125000 Penalty: 4628.729004
	Iteration 61Q: 3 clusters Score -1204027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1204026.000000 Penalty: 4628.729004
	Iteration 62Q: 3 clusters Score -1204026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1204027.250000 Penalty: 4628.729004
	Iteration 63Q: 3 clusters Score -1204027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1204028.125000 Penalty: 4628.729004
	Iteration 64Q: 3 clusters Score -1204028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1204026.625000 Penalty: 4628.729004
	Iteration 65Q: 3 clusters Score -1204027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1204026.625000 Penalty: 4628.729004
	Iteration 66Q: 3 clusters Score -1204027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1204026.250000 Penalty: 4628.729004
	Iteration 67Q: 3 clusters Score -1204026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1204026.000000 Penalty: 4628.729004
	Iteration 68Q: 3 clusters Score -1204026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1204029.250000 Penalty: 4628.729004
	Iteration 69Q: 3 clusters Score -1204029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1204029.375000 Penalty: 4628.729004
	Iteration 70Q: 3 clusters Score -1204029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1204028.375000 Penalty: 4628.729004
	Iteration 71Q: 3 clusters Score -1204028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1204029.250000 Penalty: 4628.729004
	Iteration 72Q: 3 clusters Score -1204029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1204030.000000 Penalty: 4628.729004
	Iteration 73Q: 3 clusters Score -1204030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1204030.000000 Penalty: 4628.729004
	Iteration 74F: 3 clusters Score -1204030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Entering Unmasked Estep 
Score: -381717.093750 Penalty: 2000.886230
	Iteration 0F: 2 clusters Score -381717.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -378334.843750 Penalty: 4001.772461
	Iteration 0F: 3 clusters Score -378334.8 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -379081.343750 Penalty: 4001.772461
	Iteration 1F: 3 clusters Score -379081.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -379258.406250 Penalty: 4001.772461
	Iteration 2F: 3 clusters Score -379258.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -379382.625000 Penalty: 4001.772461
	Iteration 3F: 3 clusters Score -379382.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -379500.218750 Penalty: 4001.772461
	Iteration 4Q: 3 clusters Score -379500.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -379591.312500 Penalty: 4001.772461
	Iteration 5Q: 3 clusters Score -379591.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -379644.906250 Penalty: 4001.772461
	Iteration 6Q: 3 clusters Score -379644.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -379693.093750 Penalty: 4001.772461
	Iteration 7Q: 3 clusters Score -379693.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -379737.625000 Penalty: 4001.772461
	Iteration 8Q: 3 clusters Score -379737.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -379776.687500 Penalty: 4001.772461
	Iteration 9Q: 3 clusters Score -379776.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -379811.125000 Penalty: 4001.772461
	Iteration 10Q: 3 clusters Score -379811.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -379847.875000 Penalty: 4001.772461
	Iteration 11Q: 3 clusters Score -379847.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -379878.093750 Penalty: 4001.772461
	Iteration 12Q: 3 clusters Score -379878.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -379895.593750 Penalty: 4001.772461
	Iteration 13Q: 3 clusters Score -379895.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -379905.187500 Penalty: 4001.772461
	Iteration 14Q: 3 clusters Score -379905.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -379913.062500 Penalty: 4001.772461
	Iteration 15Q: 3 clusters Score -379913.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -379918.781250 Penalty: 4001.772461
	Iteration 16Q: 3 clusters Score -379918.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -379922.343750 Penalty: 4001.772461
	Iteration 17Q: 3 clusters Score -379922.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -379925.968750 Penalty: 4001.772461
	Iteration 18Q: 3 clusters Score -379926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -379930.343750 Penalty: 4001.772461
	Iteration 19Q: 3 clusters Score -379930.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -379935.125000 Penalty: 4001.772461
	Iteration 20F: 3 clusters Score -379935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -379937.281250 Penalty: 4001.772461
	Iteration 21Q: 3 clusters Score -379937.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -379939.000000 Penalty: 4001.772461
	Iteration 22Q: 3 clusters Score -379939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -379940.562500 Penalty: 4001.772461
	Iteration 23Q: 3 clusters Score -379940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -379941.593750 Penalty: 4001.772461
	Iteration 24Q: 3 clusters Score -379941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -379942.250000 Penalty: 4001.772461
	Iteration 25Q: 3 clusters Score -379942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -379944.031250 Penalty: 4001.772461
	Iteration 26Q: 3 clusters Score -379944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -379945.875000 Penalty: 4001.772461
	Iteration 27Q: 3 clusters Score -379945.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -379947.937500 Penalty: 4001.772461
	Iteration 28Q: 3 clusters Score -379947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -379950.062500 Penalty: 4001.772461
	Iteration 29Q: 3 clusters Score -379950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -379950.500000 Penalty: 4001.772461
	Iteration 30Q: 3 clusters Score -379950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -379950.468750 Penalty: 4001.772461
	Iteration 31Q: 3 clusters Score -379950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -379950.468750 Penalty: 4001.772461
	Iteration 32F: 3 clusters Score -379950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -185473.609375 Penalty: 1824.673950
	Iteration 0F: 2 clusters Score -185473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -183151.609375 Penalty: 3649.347900
	Iteration 0F: 3 clusters Score -183151.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -183559.140625 Penalty: 3649.347900
	Iteration 1F: 3 clusters Score -183559.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183682.140625 Penalty: 3649.347900
	Iteration 2F: 3 clusters Score -183682.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -183762.140625 Penalty: 3649.347900
	Iteration 3Q: 3 clusters Score -183762.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -183829.578125 Penalty: 3649.347900
	Iteration 4Q: 3 clusters Score -183829.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -183869.312500 Penalty: 3649.347900
	Iteration 5Q: 3 clusters Score -183869.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -183897.078125 Penalty: 3649.347900
	Iteration 6Q: 3 clusters Score -183897.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -183909.828125 Penalty: 3649.347900
	Iteration 7Q: 3 clusters Score -183909.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -183921.562500 Penalty: 3649.347900
	Iteration 8Q: 3 clusters Score -183921.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -183933.203125 Penalty: 3649.347900
	Iteration 9Q: 3 clusters Score -183933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -183939.234375 Penalty: 3649.347900
	Iteration 10Q: 3 clusters Score -183939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -183943.390625 Penalty: 3649.347900
	Iteration 11Q: 3 clusters Score -183943.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -183947.828125 Penalty: 3649.347900
	Iteration 12Q: 3 clusters Score -183947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -183952.671875 Penalty: 3649.347900
	Iteration 13Q: 3 clusters Score -183952.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -183959.140625 Penalty: 3649.347900
	Iteration 14Q: 3 clusters Score -183959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -183964.359375 Penalty: 3649.347900
	Iteration 15Q: 3 clusters Score -183964.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -183966.843750 Penalty: 3649.347900
	Iteration 16Q: 3 clusters Score -183966.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183970.312500 Penalty: 3649.347900
	Iteration 17Q: 3 clusters Score -183970.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -183972.953125 Penalty: 3649.347900
	Iteration 18Q: 3 clusters Score -183973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -183974.703125 Penalty: 3649.347900
	Iteration 19Q: 3 clusters Score -183974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -183976.421875 Penalty: 3649.347900
	Iteration 20F: 3 clusters Score -183976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -183978.250000 Penalty: 3649.347900
	Iteration 21Q: 3 clusters Score -183978.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183978.484375 Penalty: 3649.347900
	Iteration 22Q: 3 clusters Score -183978.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -183978.812500 Penalty: 3649.347900
	Iteration 23Q: 3 clusters Score -183978.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183981.125000 Penalty: 3649.347900
	Iteration 24Q: 3 clusters Score -183981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183982.671875 Penalty: 3649.347900
	Iteration 25Q: 3 clusters Score -183982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -183984.390625 Penalty: 3649.347900
	Iteration 26Q: 3 clusters Score -183984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -183985.906250 Penalty: 3649.347900
	Iteration 27Q: 3 clusters Score -183985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183986.828125 Penalty: 3649.347900
	Iteration 28Q: 3 clusters Score -183986.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183986.828125 Penalty: 3649.347900
	Iteration 29F: 3 clusters Score -183986.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -95604.734375 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -95604.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -93482.976562 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -93482.98 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -93848.992188 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -93848.99 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -93970.390625 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -93970.39 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -94053.523438 Penalty: 3553.317627
	Iteration 3Q: 3 clusters Score -94053.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -94106.265625 Penalty: 3553.317627
	Iteration 4Q: 3 clusters Score -94106.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -94145.250000 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -94145.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -94181.062500 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -94181.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -94214.062500 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -94214.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -94232.750000 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -94232.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -94246.414062 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -94246.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -94256.062500 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -94256.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -94276.554688 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -94276.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -94289.406250 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -94289.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -94305.343750 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -94305.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -94316.476562 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -94316.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -94325.031250 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -94325.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -94331.531250 Penalty: 3553.317627
	Iteration 16Q: 3 clusters Score -94331.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -94334.234375 Penalty: 3553.317627
	Iteration 17Q: 3 clusters Score -94334.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -94334.679688 Penalty: 3553.317627
	Iteration 18Q: 3 clusters Score -94334.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -94334.679688 Penalty: 3553.317627
	Iteration 19F: 3 clusters Score -94334.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Entering Unmasked Estep 
Score: -1468407.375000 Penalty: 2354.216797
	Iteration 0F: 2 clusters Score -1468407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1458686.625000 Penalty: 4708.433594
	Iteration 0F: 3 clusters Score -1458687 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1461810.125000 Penalty: 4708.433594
	Iteration 1F: 3 clusters Score -1461810 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1462287.500000 Penalty: 4708.433594
	Iteration 2F: 3 clusters Score -1462288 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1462714.000000 Penalty: 4708.433594
	Iteration 3F: 3 clusters Score -1462714 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1463109.875000 Penalty: 4708.433594
	Iteration 4F: 3 clusters Score -1463110 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1463539.375000 Penalty: 4708.433594
	Iteration 5F: 3 clusters Score -1463539 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1463944.500000 Penalty: 4708.433594
	Iteration 6Q: 3 clusters Score -1463944 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1464323.250000 Penalty: 4708.433594
	Iteration 7Q: 3 clusters Score -1464323 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1464640.750000 Penalty: 4708.433594
	Iteration 8Q: 3 clusters Score -1464641 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1464915.500000 Penalty: 4708.433594
	Iteration 9Q: 3 clusters Score -1464916 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1465162.625000 Penalty: 4708.433594
	Iteration 10Q: 3 clusters Score -1465163 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1465352.250000 Penalty: 4708.433594
	Iteration 11Q: 3 clusters Score -1465352 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1465513.875000 Penalty: 4708.433594
	Iteration 12Q: 3 clusters Score -1465514 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1465637.875000 Penalty: 4708.433594
	Iteration 13Q: 3 clusters Score -1465638 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1465747.500000 Penalty: 4708.433594
	Iteration 14Q: 3 clusters Score -1465748 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1465828.625000 Penalty: 4708.433594
	Iteration 15Q: 3 clusters Score -1465829 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1465891.500000 Penalty: 4708.433594
	Iteration 16Q: 3 clusters Score -1465892 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1465944.375000 Penalty: 4708.433594
	Iteration 17Q: 3 clusters Score -1465944 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1465990.125000 Penalty: 4708.433594
	Iteration 18Q: 3 clusters Score -1465990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1466035.125000 Penalty: 4708.433594
	Iteration 19Q: 3 clusters Score -1466035 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1466073.750000 Penalty: 4708.433594
	Iteration 20F: 3 clusters Score -1466074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1466101.000000 Penalty: 4708.433594
	Iteration 21Q: 3 clusters Score -1466101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1466126.125000 Penalty: 4708.433594
	Iteration 22Q: 3 clusters Score -1466126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1466141.875000 Penalty: 4708.433594
	Iteration 23Q: 3 clusters Score -1466142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1466158.750000 Penalty: 4708.433594
	Iteration 24Q: 3 clusters Score -1466159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1466169.375000 Penalty: 4708.433594
	Iteration 25Q: 3 clusters Score -1466169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1466182.500000 Penalty: 4708.433594
	Iteration 26Q: 3 clusters Score -1466182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1466189.125000 Penalty: 4708.433594
	Iteration 27Q: 3 clusters Score -1466189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1466202.625000 Penalty: 4708.433594
	Iteration 28Q: 3 clusters Score -1466203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1466221.125000 Penalty: 4708.433594
	Iteration 29Q: 3 clusters Score -1466221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1466226.625000 Penalty: 4708.433594
	Iteration 30Q: 3 clusters Score -1466227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1466240.250000 Penalty: 4708.433594
	Iteration 31Q: 3 clusters Score -1466240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1466251.875000 Penalty: 4708.433594
	Iteration 32Q: 3 clusters Score -1466252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1466260.375000 Penalty: 4708.433594
	Iteration 33Q: 3 clusters Score -1466260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1466269.000000 Penalty: 4708.433594
	Iteration 34Q: 3 clusters Score -1466269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1466278.250000 Penalty: 4708.433594
	Iteration 35Q: 3 clusters Score -1466278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1466286.875000 Penalty: 4708.433594
	Iteration 36Q: 3 clusters Score -1466287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1466296.375000 Penalty: 4708.433594
	Iteration 37Q: 3 clusters Score -1466296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1466302.625000 Penalty: 4708.433594
	Iteration 38Q: 3 clusters Score -1466303 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1466309.250000 Penalty: 4708.433594
	Iteration 39Q: 3 clusters Score -1466309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1466317.875000 Penalty: 4708.433594
	Iteration 40F: 3 clusters Score -1466318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1466329.000000 Penalty: 4708.433594
	Iteration 41Q: 3 clusters Score -1466329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1466340.125000 Penalty: 4708.433594
	Iteration 42Q: 3 clusters Score -1466340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1466344.125000 Penalty: 4708.433594
	Iteration 43Q: 3 clusters Score -1466344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1466350.250000 Penalty: 4708.433594
	Iteration 44Q: 3 clusters Score -1466350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1466365.750000 Penalty: 4708.433594
	Iteration 45Q: 3 clusters Score -1466366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1466367.750000 Penalty: 4708.433594
	Iteration 46Q: 3 clusters Score -1466368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1466383.500000 Penalty: 4708.433594
	Iteration 47Q: 3 clusters Score -1466384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1466394.250000 Penalty: 4708.433594
	Iteration 48Q: 3 clusters Score -1466394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1466406.875000 Penalty: 4708.433594
	Iteration 49Q: 3 clusters Score -1466407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1466422.250000 Penalty: 4708.433594
	Iteration 50Q: 3 clusters Score -1466422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1466427.625000 Penalty: 4708.433594
	Iteration 51Q: 3 clusters Score -1466428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1466442.500000 Penalty: 4708.433594
	Iteration 52Q: 3 clusters Score -1466442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1466451.250000 Penalty: 4708.433594
	Iteration 53Q: 3 clusters Score -1466451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1466459.750000 Penalty: 4708.433594
	Iteration 54Q: 3 clusters Score -1466460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1466462.500000 Penalty: 4708.433594
	Iteration 55Q: 3 clusters Score -1466462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1466465.500000 Penalty: 4708.433594
	Iteration 56Q: 3 clusters Score -1466466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1466466.125000 Penalty: 4708.433594
	Iteration 57Q: 3 clusters Score -1466466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1466473.500000 Penalty: 4708.433594
	Iteration 58Q: 3 clusters Score -1466474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1466480.750000 Penalty: 4708.433594
	Iteration 59Q: 3 clusters Score -1466481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1466487.125000 Penalty: 4708.433594
	Iteration 60F: 3 clusters Score -1466487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1466487.750000 Penalty: 4708.433594
	Iteration 61Q: 3 clusters Score -1466488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1466487.500000 Penalty: 4708.433594
	Iteration 62Q: 3 clusters Score -1466488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1466487.125000 Penalty: 4708.433594
	Iteration 63Q: 3 clusters Score -1466487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1466488.625000 Penalty: 4708.433594
	Iteration 64Q: 3 clusters Score -1466489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1466490.000000 Penalty: 4708.433594
	Iteration 65Q: 3 clusters Score -1466490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1466490.125000 Penalty: 4708.433594
	Iteration 66Q: 3 clusters Score -1466490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1466490.125000 Penalty: 4708.433594
	Iteration 67F: 3 clusters Score -1466490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Entering Unmasked Estep 
Score: -2119709.250000 Penalty: 2422.310547
	Iteration 0F: 2 clusters Score -2119709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2107313.500000 Penalty: 4844.621094
	Iteration 0F: 3 clusters Score -2107314 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2111462.000000 Penalty: 4844.621094
	Iteration 1F: 3 clusters Score -2111462 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2111945.000000 Penalty: 4844.621094
	Iteration 2F: 3 clusters Score -2111945 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2112370.500000 Penalty: 4844.621094
	Iteration 3F: 3 clusters Score -2112370 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2112860.000000 Penalty: 4844.621094
	Iteration 4F: 3 clusters Score -2112860 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2113456.000000 Penalty: 4844.621094
	Iteration 5F: 3 clusters Score -2113456 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2114180.000000 Penalty: 4844.621094
	Iteration 6F: 3 clusters Score -2114180 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2114893.250000 Penalty: 4844.621094
	Iteration 7F: 3 clusters Score -2114893 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2115518.250000 Penalty: 4844.621094
	Iteration 8F: 3 clusters Score -2115518 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2115986.750000 Penalty: 4844.621094
	Iteration 9Q: 3 clusters Score -2115987 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2116341.500000 Penalty: 4844.621094
	Iteration 10Q: 3 clusters Score -2116342 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2116610.250000 Penalty: 4844.621094
	Iteration 11Q: 3 clusters Score -2116610 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2116831.000000 Penalty: 4844.621094
	Iteration 12Q: 3 clusters Score -2116831 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2117041.750000 Penalty: 4844.621094
	Iteration 13Q: 3 clusters Score -2117042 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2117242.750000 Penalty: 4844.621094
	Iteration 14Q: 3 clusters Score -2117243 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2117464.250000 Penalty: 4844.621094
	Iteration 15Q: 3 clusters Score -2117464 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2117653.750000 Penalty: 4844.621094
	Iteration 16Q: 3 clusters Score -2117654 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2117816.000000 Penalty: 4844.621094
	Iteration 17Q: 3 clusters Score -2117816 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2117985.250000 Penalty: 4844.621094
	Iteration 18Q: 3 clusters Score -2117985 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2118123.500000 Penalty: 4844.621094
	Iteration 19Q: 3 clusters Score -2118124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2118215.750000 Penalty: 4844.621094
	Iteration 20F: 3 clusters Score -2118216 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2118280.500000 Penalty: 4844.621094
	Iteration 21Q: 3 clusters Score -2118280 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2118332.500000 Penalty: 4844.621094
	Iteration 22Q: 3 clusters Score -2118332 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2118358.500000 Penalty: 4844.621094
	Iteration 23Q: 3 clusters Score -2118358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2118384.750000 Penalty: 4844.621094
	Iteration 24Q: 3 clusters Score -2118385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2118413.500000 Penalty: 4844.621094
	Iteration 25Q: 3 clusters Score -2118414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2118434.500000 Penalty: 4844.621094
	Iteration 26Q: 3 clusters Score -2118434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2118446.500000 Penalty: 4844.621094
	Iteration 27Q: 3 clusters Score -2118446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2118457.500000 Penalty: 4844.621094
	Iteration 28Q: 3 clusters Score -2118458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2118461.000000 Penalty: 4844.621094
	Iteration 29Q: 3 clusters Score -2118461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2118467.000000 Penalty: 4844.621094
	Iteration 30Q: 3 clusters Score -2118467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2118471.000000 Penalty: 4844.621094
	Iteration 31Q: 3 clusters Score -2118471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2118478.750000 Penalty: 4844.621094
	Iteration 32Q: 3 clusters Score -2118479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2118475.500000 Penalty: 4844.621094
	Iteration 33Q: 3 clusters Score -2118476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2118483.500000 Penalty: 4844.621094
	Iteration 34Q: 3 clusters Score -2118484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2118485.750000 Penalty: 4844.621094
	Iteration 35Q: 3 clusters Score -2118486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2118485.500000 Penalty: 4844.621094
	Iteration 36Q: 3 clusters Score -2118486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2118488.000000 Penalty: 4844.621094
	Iteration 37Q: 3 clusters Score -2118488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2118490.250000 Penalty: 4844.621094
	Iteration 38Q: 3 clusters Score -2118490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2118493.750000 Penalty: 4844.621094
	Iteration 39Q: 3 clusters Score -2118494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2118498.500000 Penalty: 4844.621094
	Iteration 40F: 3 clusters Score -2118498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2118497.750000 Penalty: 4844.621094
	Iteration 41Q: 3 clusters Score -2118498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2118498.000000 Penalty: 4844.621094
	Iteration 42Q: 3 clusters Score -2118498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2118499.750000 Penalty: 4844.621094
	Iteration 43Q: 3 clusters Score -2118500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2118499.750000 Penalty: 4844.621094
	Iteration 44Q: 3 clusters Score -2118500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2118502.500000 Penalty: 4844.621094
	Iteration 45Q: 3 clusters Score -2118502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2118506.250000 Penalty: 4844.621094
	Iteration 46Q: 3 clusters Score -2118506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2118509.750000 Penalty: 4844.621094
	Iteration 47Q: 3 clusters Score -2118510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2118508.750000 Penalty: 4844.621094
	Iteration 48Q: 3 clusters Score -2118509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2118508.000000 Penalty: 4844.621094
	Iteration 49Q: 3 clusters Score -2118508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2118507.000000 Penalty: 4844.621094
	Iteration 50Q: 3 clusters Score -2118507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2118512.500000 Penalty: 4844.621094
	Iteration 51Q: 3 clusters Score -2118512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2118511.750000 Penalty: 4844.621094
	Iteration 52Q: 3 clusters Score -2118512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2118512.500000 Penalty: 4844.621094
	Iteration 53Q: 3 clusters Score -2118512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2118516.750000 Penalty: 4844.621094
	Iteration 54Q: 3 clusters Score -2118517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2118516.250000 Penalty: 4844.621094
	Iteration 55Q: 3 clusters Score -2118516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2118517.000000 Penalty: 4844.621094
	Iteration 56Q: 3 clusters Score -2118517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2118519.500000 Penalty: 4844.621094
	Iteration 57Q: 3 clusters Score -2118520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2118521.750000 Penalty: 4844.621094
	Iteration 58Q: 3 clusters Score -2118522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2118528.500000 Penalty: 4844.621094
	Iteration 59Q: 3 clusters Score -2118528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2118529.250000 Penalty: 4844.621094
	Iteration 60F: 3 clusters Score -2118529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2118533.000000 Penalty: 4844.621094
	Iteration 61Q: 3 clusters Score -2118533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2118533.250000 Penalty: 4844.621094
	Iteration 62Q: 3 clusters Score -2118533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2118533.750000 Penalty: 4844.621094
	Iteration 63Q: 3 clusters Score -2118534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2118538.250000 Penalty: 4844.621094
	Iteration 64Q: 3 clusters Score -2118538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2118543.500000 Penalty: 4844.621094
	Iteration 65Q: 3 clusters Score -2118544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2118545.250000 Penalty: 4844.621094
	Iteration 66Q: 3 clusters Score -2118545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2118548.000000 Penalty: 4844.621094
	Iteration 67Q: 3 clusters Score -2118548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2118554.500000 Penalty: 4844.621094
	Iteration 68Q: 3 clusters Score -2118554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2118562.750000 Penalty: 4844.621094
	Iteration 69Q: 3 clusters Score -2118563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2118562.500000 Penalty: 4844.621094
	Iteration 70Q: 3 clusters Score -2118562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2118567.000000 Penalty: 4844.621094
	Iteration 71Q: 3 clusters Score -2118567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -2118566.750000 Penalty: 4844.621094
	Iteration 72Q: 3 clusters Score -2118567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2118564.750000 Penalty: 4844.621094
	Iteration 73Q: 3 clusters Score -2118565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2118567.500000 Penalty: 4844.621094
	Iteration 74Q: 3 clusters Score -2118568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2118567.250000 Penalty: 4844.621094
	Iteration 75Q: 3 clusters Score -2118567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2118569.000000 Penalty: 4844.621094
	Iteration 76Q: 3 clusters Score -2118569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2118570.750000 Penalty: 4844.621094
	Iteration 77Q: 3 clusters Score -2118571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2118571.250000 Penalty: 4844.621094
	Iteration 78Q: 3 clusters Score -2118571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2118575.000000 Penalty: 4844.621094
	Iteration 79Q: 3 clusters Score -2118575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2118576.500000 Penalty: 4844.621094
	Iteration 80F: 3 clusters Score -2118576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2118578.750000 Penalty: 4844.621094
	Iteration 81Q: 3 clusters Score -2118579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2118585.500000 Penalty: 4844.621094
	Iteration 82Q: 3 clusters Score -2118586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2118579.750000 Penalty: 4844.621094
	Iteration 83Q: 3 clusters Score -2118580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2118580.250000 Penalty: 4844.621094
	Iteration 84Q: 3 clusters Score -2118580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2118580.250000 Penalty: 4844.621094
	Iteration 85F: 3 clusters Score -2118580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Entering Unmasked Estep 
Score: -1621579.750000 Penalty: 2358.333008
	Iteration 0F: 2 clusters Score -1621580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1611627.500000 Penalty: 4716.666016
	Iteration 0F: 3 clusters Score -1611628 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1614733.750000 Penalty: 4716.666016
	Iteration 1F: 3 clusters Score -1614734 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1615069.500000 Penalty: 4716.666016
	Iteration 2F: 3 clusters Score -1615070 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1615297.125000 Penalty: 4716.666016
	Iteration 3Q: 3 clusters Score -1615297 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1615490.375000 Penalty: 4716.666016
	Iteration 4Q: 3 clusters Score -1615490 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1615695.000000 Penalty: 4716.666016
	Iteration 5Q: 3 clusters Score -1615695 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1615900.750000 Penalty: 4716.666016
	Iteration 6Q: 3 clusters Score -1615901 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1616104.875000 Penalty: 4716.666016
	Iteration 7Q: 3 clusters Score -1616105 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1616313.375000 Penalty: 4716.666016
	Iteration 8Q: 3 clusters Score -1616313 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1616531.125000 Penalty: 4716.666016
	Iteration 9Q: 3 clusters Score -1616531 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1616754.625000 Penalty: 4716.666016
	Iteration 10Q: 3 clusters Score -1616755 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1616983.750000 Penalty: 4716.666016
	Iteration 11Q: 3 clusters Score -1616984 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1617248.375000 Penalty: 4716.666016
	Iteration 12Q: 3 clusters Score -1617248 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1617552.000000 Penalty: 4716.666016
	Iteration 13Q: 3 clusters Score -1617552 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1617854.250000 Penalty: 4716.666016
	Iteration 14Q: 3 clusters Score -1617854 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1618106.625000 Penalty: 4716.666016
	Iteration 15Q: 3 clusters Score -1618107 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1618315.250000 Penalty: 4716.666016
	Iteration 16Q: 3 clusters Score -1618315 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1618482.750000 Penalty: 4716.666016
	Iteration 17Q: 3 clusters Score -1618483 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1618598.000000 Penalty: 4716.666016
	Iteration 18Q: 3 clusters Score -1618598 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1618682.125000 Penalty: 4716.666016
	Iteration 19Q: 3 clusters Score -1618682 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1618751.500000 Penalty: 4716.666016
	Iteration 20F: 3 clusters Score -1618752 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1618803.000000 Penalty: 4716.666016
	Iteration 21Q: 3 clusters Score -1618803 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1618844.750000 Penalty: 4716.666016
	Iteration 22Q: 3 clusters Score -1618845 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1618875.750000 Penalty: 4716.666016
	Iteration 23Q: 3 clusters Score -1618876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1618896.750000 Penalty: 4716.666016
	Iteration 24Q: 3 clusters Score -1618897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1618921.125000 Penalty: 4716.666016
	Iteration 25Q: 3 clusters Score -1618921 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1618956.125000 Penalty: 4716.666016
	Iteration 26Q: 3 clusters Score -1618956 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1618985.125000 Penalty: 4716.666016
	Iteration 27Q: 3 clusters Score -1618985 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1619017.000000 Penalty: 4716.666016
	Iteration 28Q: 3 clusters Score -1619017 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1619043.375000 Penalty: 4716.666016
	Iteration 29Q: 3 clusters Score -1619043 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1619071.125000 Penalty: 4716.666016
	Iteration 30Q: 3 clusters Score -1619071 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1619095.125000 Penalty: 4716.666016
	Iteration 31Q: 3 clusters Score -1619095 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1619118.375000 Penalty: 4716.666016
	Iteration 32Q: 3 clusters Score -1619118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1619136.750000 Penalty: 4716.666016
	Iteration 33Q: 3 clusters Score -1619137 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1619164.625000 Penalty: 4716.666016
	Iteration 34Q: 3 clusters Score -1619165 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1619185.500000 Penalty: 4716.666016
	Iteration 35Q: 3 clusters Score -1619186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1619216.500000 Penalty: 4716.666016
	Iteration 36Q: 3 clusters Score -1619216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1619248.125000 Penalty: 4716.666016
	Iteration 37Q: 3 clusters Score -1619248 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1619284.000000 Penalty: 4716.666016
	Iteration 38Q: 3 clusters Score -1619284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1619319.625000 Penalty: 4716.666016
	Iteration 39Q: 3 clusters Score -1619320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1619364.500000 Penalty: 4716.666016
	Iteration 40F: 3 clusters Score -1619364 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1619425.000000 Penalty: 4716.666016
	Iteration 41Q: 3 clusters Score -1619425 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1619485.375000 Penalty: 4716.666016
	Iteration 42Q: 3 clusters Score -1619485 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1619561.750000 Penalty: 4716.666016
	Iteration 43Q: 3 clusters Score -1619562 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1619619.750000 Penalty: 4716.666016
	Iteration 44Q: 3 clusters Score -1619620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1619667.625000 Penalty: 4716.666016
	Iteration 45Q: 3 clusters Score -1619668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1619721.500000 Penalty: 4716.666016
	Iteration 46Q: 3 clusters Score -1619722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1619784.000000 Penalty: 4716.666016
	Iteration 47Q: 3 clusters Score -1619784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1619836.000000 Penalty: 4716.666016
	Iteration 48Q: 3 clusters Score -1619836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1619877.125000 Penalty: 4716.666016
	Iteration 49Q: 3 clusters Score -1619877 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1619913.625000 Penalty: 4716.666016
	Iteration 50Q: 3 clusters Score -1619914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1619928.625000 Penalty: 4716.666016
	Iteration 51Q: 3 clusters Score -1619929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1619944.875000 Penalty: 4716.666016
	Iteration 52Q: 3 clusters Score -1619945 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1619961.625000 Penalty: 4716.666016
	Iteration 53Q: 3 clusters Score -1619962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1619980.000000 Penalty: 4716.666016
	Iteration 54Q: 3 clusters Score -1619980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1620002.875000 Penalty: 4716.666016
	Iteration 55Q: 3 clusters Score -1620003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1620023.625000 Penalty: 4716.666016
	Iteration 56Q: 3 clusters Score -1620024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1620043.250000 Penalty: 4716.666016
	Iteration 57Q: 3 clusters Score -1620043 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1620070.500000 Penalty: 4716.666016
	Iteration 58Q: 3 clusters Score -1620070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1620091.000000 Penalty: 4716.666016
	Iteration 59Q: 3 clusters Score -1620091 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1620110.125000 Penalty: 4716.666016
	Iteration 60F: 3 clusters Score -1620110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1620123.750000 Penalty: 4716.666016
	Iteration 61Q: 3 clusters Score -1620124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1620139.000000 Penalty: 4716.666016
	Iteration 62Q: 3 clusters Score -1620139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1620158.000000 Penalty: 4716.666016
	Iteration 63Q: 3 clusters Score -1620158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1620166.250000 Penalty: 4716.666016
	Iteration 64Q: 3 clusters Score -1620166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1620176.250000 Penalty: 4716.666016
	Iteration 65Q: 3 clusters Score -1620176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1620183.250000 Penalty: 4716.666016
	Iteration 66Q: 3 clusters Score -1620183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1620193.500000 Penalty: 4716.666016
	Iteration 67Q: 3 clusters Score -1620194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1620205.625000 Penalty: 4716.666016
	Iteration 68Q: 3 clusters Score -1620206 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1620212.750000 Penalty: 4716.666016
	Iteration 69Q: 3 clusters Score -1620213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1620216.375000 Penalty: 4716.666016
	Iteration 70Q: 3 clusters Score -1620216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1620222.000000 Penalty: 4716.666016
	Iteration 71Q: 3 clusters Score -1620222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1620225.500000 Penalty: 4716.666016
	Iteration 72Q: 3 clusters Score -1620226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1620224.875000 Penalty: 4716.666016
	Iteration 73Q: 3 clusters Score -1620225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1620227.500000 Penalty: 4716.666016
	Iteration 74Q: 3 clusters Score -1620228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1620230.375000 Penalty: 4716.666016
	Iteration 75Q: 3 clusters Score -1620230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1620234.750000 Penalty: 4716.666016
	Iteration 76Q: 3 clusters Score -1620235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1620234.125000 Penalty: 4716.666016
	Iteration 77Q: 3 clusters Score -1620234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1620240.250000 Penalty: 4716.666016
	Iteration 78Q: 3 clusters Score -1620240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1620245.625000 Penalty: 4716.666016
	Iteration 79Q: 3 clusters Score -1620246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1620246.750000 Penalty: 4716.666016
	Iteration 80F: 3 clusters Score -1620247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1620248.250000 Penalty: 4716.666016
	Iteration 81Q: 3 clusters Score -1620248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1620255.875000 Penalty: 4716.666016
	Iteration 82Q: 3 clusters Score -1620256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1620257.250000 Penalty: 4716.666016
	Iteration 83Q: 3 clusters Score -1620257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1620259.500000 Penalty: 4716.666016
	Iteration 84Q: 3 clusters Score -1620260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1620265.750000 Penalty: 4716.666016
	Iteration 85Q: 3 clusters Score -1620266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1620270.875000 Penalty: 4716.666016
	Iteration 86Q: 3 clusters Score -1620271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1620268.875000 Penalty: 4716.666016
	Iteration 87Q: 3 clusters Score -1620269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1620272.500000 Penalty: 4716.666016
	Iteration 88Q: 3 clusters Score -1620272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1620273.625000 Penalty: 4716.666016
	Iteration 89Q: 3 clusters Score -1620274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1620273.750000 Penalty: 4716.666016
	Iteration 90Q: 3 clusters Score -1620274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1620274.125000 Penalty: 4716.666016
	Iteration 91Q: 3 clusters Score -1620274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1620272.875000 Penalty: 4716.666016
	Iteration 92Q: 3 clusters Score -1620273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1620274.500000 Penalty: 4716.666016
	Iteration 93Q: 3 clusters Score -1620274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1620273.500000 Penalty: 4716.666016
	Iteration 94Q: 3 clusters Score -1620274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1620274.375000 Penalty: 4716.666016
	Iteration 95Q: 3 clusters Score -1620274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1620273.000000 Penalty: 4716.666016
	Iteration 96Q: 3 clusters Score -1620273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1620273.250000 Penalty: 4716.666016
	Iteration 97Q: 3 clusters Score -1620273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1620276.000000 Penalty: 4716.666016
	Iteration 98Q: 3 clusters Score -1620276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1620276.125000 Penalty: 4716.666016
	Iteration 99Q: 3 clusters Score -1620276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1620278.000000 Penalty: 4716.666016
	Iteration 100F: 3 clusters Score -1620278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -668672.562500 Penalty: 2137.294678
	Iteration 0F: 2 clusters Score -668672.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -663807.062500 Penalty: 4274.589355
	Iteration 0F: 3 clusters Score -663807.1 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -664978.312500 Penalty: 4274.589355
	Iteration 1F: 3 clusters Score -664978.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -665232.250000 Penalty: 4274.589355
	Iteration 2F: 3 clusters Score -665232.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -665391.562500 Penalty: 4274.589355
	Iteration 3F: 3 clusters Score -665391.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -665506.312500 Penalty: 4274.589355
	Iteration 4Q: 3 clusters Score -665506.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -665586.250000 Penalty: 4274.589355
	Iteration 5Q: 3 clusters Score -665586.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -665658.562500 Penalty: 4274.589355
	Iteration 6Q: 3 clusters Score -665658.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -665718.187500 Penalty: 4274.589355
	Iteration 7Q: 3 clusters Score -665718.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -665794.500000 Penalty: 4274.589355
	Iteration 8Q: 3 clusters Score -665794.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -665882.437500 Penalty: 4274.589355
	Iteration 9Q: 3 clusters Score -665882.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -665976.500000 Penalty: 4274.589355
	Iteration 10Q: 3 clusters Score -665976.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -666083.250000 Penalty: 4274.589355
	Iteration 11Q: 3 clusters Score -666083.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -666199.562500 Penalty: 4274.589355
	Iteration 12Q: 3 clusters Score -666199.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -666327.750000 Penalty: 4274.589355
	Iteration 13Q: 3 clusters Score -666327.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -666457.437500 Penalty: 4274.589355
	Iteration 14Q: 3 clusters Score -666457.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -666594.375000 Penalty: 4274.589355
	Iteration 15Q: 3 clusters Score -666594.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -666729.562500 Penalty: 4274.589355
	Iteration 16Q: 3 clusters Score -666729.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -666831.812500 Penalty: 4274.589355
	Iteration 17Q: 3 clusters Score -666831.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -666912.437500 Penalty: 4274.589355
	Iteration 18Q: 3 clusters Score -666912.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -666981.500000 Penalty: 4274.589355
	Iteration 19Q: 3 clusters Score -666981.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -667016.125000 Penalty: 4274.589355
	Iteration 20F: 3 clusters Score -667016.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -667039.750000 Penalty: 4274.589355
	Iteration 21Q: 3 clusters Score -667039.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -667064.000000 Penalty: 4274.589355
	Iteration 22Q: 3 clusters Score -667064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -667088.562500 Penalty: 4274.589355
	Iteration 23Q: 3 clusters Score -667088.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -667114.937500 Penalty: 4274.589355
	Iteration 24Q: 3 clusters Score -667114.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -667136.062500 Penalty: 4274.589355
	Iteration 25Q: 3 clusters Score -667136.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -667150.250000 Penalty: 4274.589355
	Iteration 26Q: 3 clusters Score -667150.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -667155.875000 Penalty: 4274.589355
	Iteration 27Q: 3 clusters Score -667155.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -667164.625000 Penalty: 4274.589355
	Iteration 28Q: 3 clusters Score -667164.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -667174.187500 Penalty: 4274.589355
	Iteration 29Q: 3 clusters Score -667174.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -667179.812500 Penalty: 4274.589355
	Iteration 30Q: 3 clusters Score -667179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -667183.375000 Penalty: 4274.589355
	Iteration 31Q: 3 clusters Score -667183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -667185.062500 Penalty: 4274.589355
	Iteration 32Q: 3 clusters Score -667185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -667184.687500 Penalty: 4274.589355
	Iteration 33Q: 3 clusters Score -667184.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -667184.687500 Penalty: 4274.589355
	Iteration 34F: 3 clusters Score -667184.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Entering Unmasked Estep 
Score: -2983898.250000 Penalty: 2509.062256
	Iteration 0F: 2 clusters Score -2983898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2966664.750000 Penalty: 5018.124512
	Iteration 0F: 3 clusters Score -2966665 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2972771.750000 Penalty: 5018.124512
	Iteration 1F: 3 clusters Score -2972772 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2973191.000000 Penalty: 5018.124512
	Iteration 2Q: 3 clusters Score -2973191 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2973531.750000 Penalty: 5018.124512
	Iteration 3Q: 3 clusters Score -2973532 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2973882.750000 Penalty: 5018.124512
	Iteration 4Q: 3 clusters Score -2973883 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2974288.000000 Penalty: 5018.124512
	Iteration 5Q: 3 clusters Score -2974288 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2974709.750000 Penalty: 5018.124512
	Iteration 6Q: 3 clusters Score -2974710 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2975144.000000 Penalty: 5018.124512
	Iteration 7Q: 3 clusters Score -2975144 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2975632.250000 Penalty: 5018.124512
	Iteration 8Q: 3 clusters Score -2975632 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2976149.750000 Penalty: 5018.124512
	Iteration 9Q: 3 clusters Score -2976150 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2976704.250000 Penalty: 5018.124512
	Iteration 10Q: 3 clusters Score -2976704 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2977283.750000 Penalty: 5018.124512
	Iteration 11Q: 3 clusters Score -2977284 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2977850.000000 Penalty: 5018.124512
	Iteration 12Q: 3 clusters Score -2977850 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2978335.750000 Penalty: 5018.124512
	Iteration 13Q: 3 clusters Score -2978336 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2978746.750000 Penalty: 5018.124512
	Iteration 14Q: 3 clusters Score -2978747 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2979089.250000 Penalty: 5018.124512
	Iteration 15Q: 3 clusters Score -2979089 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2979334.750000 Penalty: 5018.124512
	Iteration 16Q: 3 clusters Score -2979335 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2979526.250000 Penalty: 5018.124512
	Iteration 17Q: 3 clusters Score -2979526 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2979659.500000 Penalty: 5018.124512
	Iteration 18Q: 3 clusters Score -2979660 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2979784.500000 Penalty: 5018.124512
	Iteration 19Q: 3 clusters Score -2979784 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2979873.000000 Penalty: 5018.124512
	Iteration 20F: 3 clusters Score -2979873 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2979960.500000 Penalty: 5018.124512
	Iteration 21Q: 3 clusters Score -2979960 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2980043.750000 Penalty: 5018.124512
	Iteration 22Q: 3 clusters Score -2980044 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2980128.500000 Penalty: 5018.124512
	Iteration 23Q: 3 clusters Score -2980128 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2980207.000000 Penalty: 5018.124512
	Iteration 24Q: 3 clusters Score -2980207 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2980290.250000 Penalty: 5018.124512
	Iteration 25Q: 3 clusters Score -2980290 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2980356.250000 Penalty: 5018.124512
	Iteration 26Q: 3 clusters Score -2980356 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2980435.000000 Penalty: 5018.124512
	Iteration 27Q: 3 clusters Score -2980435 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2980485 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2980536.750000 Penalty: 5018.124512
	Iteration 29Q: 3 clusters Score -2980537 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2980570.000000 Penalty: 5018.124512
	Iteration 30Q: 3 clusters Score -2980570 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2980584.000000 Penalty: 5018.124512
	Iteration 31Q: 3 clusters Score -2980584 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2980613.250000 Penalty: 5018.124512
	Iteration 32Q: 3 clusters Score -2980613 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2980636.500000 Penalty: 5018.124512
	Iteration 33Q: 3 clusters Score -2980636 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2980674.000000 Penalty: 5018.124512
	Iteration 34Q: 3 clusters Score -2980674 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2980704.500000 Penalty: 5018.124512
	Iteration 35Q: 3 clusters Score -2980704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2980726.000000 Penalty: 5018.124512
	Iteration 36Q: 3 clusters Score -2980726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2980750.000000 Penalty: 5018.124512
	Iteration 37Q: 3 clusters Score -2980750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2980761.750000 Penalty: 5018.124512
	Iteration 38Q: 3 clusters Score -2980762 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2980768.250000 Penalty: 5018.124512
	Iteration 39Q: 3 clusters Score -2980768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2980787.250000 Penalty: 5018.124512
	Iteration 40F: 3 clusters Score -2980787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2980801.000000 Penalty: 5018.124512
	Iteration 41Q: 3 clusters Score -2980801 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2980816.000000 Penalty: 5018.124512
	Iteration 42Q: 3 clusters Score -2980816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2980844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2980871.750000 Penalty: 5018.124512
	Iteration 44Q: 3 clusters Score -2980872 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2980881.250000 Penalty: 5018.124512
	Iteration 45Q: 3 clusters Score -2980881 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2980927.250000 Penalty: 5018.124512
	Iteration 46Q: 3 clusters Score -2980927 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2980950.500000 Penalty: 5018.124512
	Iteration 47Q: 3 clusters Score -2980950 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2980981.250000 Penalty: 5018.124512
	Iteration 48Q: 3 clusters Score -2980981 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2981028.750000 Penalty: 5018.124512
	Iteration 49Q: 3 clusters Score -2981029 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -2981071.750000 Penalty: 5018.124512
	Iteration 50Q: 3 clusters Score -2981072 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2981120.750000 Penalty: 5018.124512
	Iteration 51Q: 3 clusters Score -2981121 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2981178.500000 Penalty: 5018.124512
	Iteration 52Q: 3 clusters Score -2981178 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2981241.000000 Penalty: 5018.124512
	Iteration 53Q: 3 clusters Score -2981241 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2981305.500000 Penalty: 5018.124512
	Iteration 54Q: 3 clusters Score -2981306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2981394.750000 Penalty: 5018.124512
	Iteration 55Q: 3 clusters Score -2981395 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2981503.500000 Penalty: 5018.124512
	Iteration 56Q: 3 clusters Score -2981504 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2981606.000000 Penalty: 5018.124512
	Iteration 57Q: 3 clusters Score -2981606 nChanged 249
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2981719.500000 Penalty: 5018.124512
	Iteration 58Q: 3 clusters Score -2981720 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2981795.250000 Penalty: 5018.124512
	Iteration 59Q: 3 clusters Score -2981795 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2981875.250000 Penalty: 5018.124512
	Iteration 60F: 3 clusters Score -2981875 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2981958.000000 Penalty: 5018.124512
	Iteration 61Q: 3 clusters Score -2981958 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2982030.750000 Penalty: 5018.124512
	Iteration 62Q: 3 clusters Score -2982031 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2982104.750000 Penalty: 5018.124512
	Iteration 63Q: 3 clusters Score -2982105 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2982172.500000 Penalty: 5018.124512
	Iteration 64Q: 3 clusters Score -2982172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2982208.000000 Penalty: 5018.124512
	Iteration 65Q: 3 clusters Score -2982208 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2982236.500000 Penalty: 5018.124512
	Iteration 66Q: 3 clusters Score -2982236 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
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Entering Unmasked Estep 
Score: -2982271.000000 Penalty: 5018.124512
	Iteration 67Q: 3 clusters Score -2982271 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2982305.500000 Penalty: 5018.124512
	Iteration 68Q: 3 clusters Score -2982306 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2982334.500000 Penalty: 5018.124512
	Iteration 69Q: 3 clusters Score -2982334 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2982366.500000 Penalty: 5018.124512
	Iteration 70Q: 3 clusters Score -2982366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2982382.000000 Penalty: 5018.124512
	Iteration 71Q: 3 clusters Score -2982382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2982406.750000 Penalty: 5018.124512
	Iteration 72Q: 3 clusters Score -2982407 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2982415.000000 Penalty: 5018.124512
	Iteration 73Q: 3 clusters Score -2982415 nChanged 37
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Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2982423.000000 Penalty: 5018.124512
	Iteration 74Q: 3 clusters Score -2982423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2982433.250000 Penalty: 5018.124512
	Iteration 75Q: 3 clusters Score -2982433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2982437.500000 Penalty: 5018.124512
	Iteration 76Q: 3 clusters Score -2982438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2982453.250000 Penalty: 5018.124512
	Iteration 77Q: 3 clusters Score -2982453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2982469.500000 Penalty: 5018.124512
	Iteration 78Q: 3 clusters Score -2982470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2982476.500000 Penalty: 5018.124512
	Iteration 79Q: 3 clusters Score -2982476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2982487.250000 Penalty: 5018.124512
	Iteration 80F: 3 clusters Score -2982487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2982490.500000 Penalty: 5018.124512
	Iteration 81Q: 3 clusters Score -2982490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2982497.750000 Penalty: 5018.124512
	Iteration 82Q: 3 clusters Score -2982498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2982496.750000 Penalty: 5018.124512
	Iteration 83Q: 3 clusters Score -2982497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2982489.000000 Penalty: 5018.124512
	Iteration 84Q: 3 clusters Score -2982489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2982493.250000 Penalty: 5018.124512
	Iteration 85Q: 3 clusters Score -2982493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2982498.500000 Penalty: 5018.124512
	Iteration 86Q: 3 clusters Score -2982498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2982504.000000 Penalty: 5018.124512
	Iteration 87Q: 3 clusters Score -2982504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2982503.000000 Penalty: 5018.124512
	Iteration 88Q: 3 clusters Score -2982503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2982510.250000 Penalty: 5018.124512
	Iteration 89Q: 3 clusters Score -2982510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2982516.750000 Penalty: 5018.124512
	Iteration 90Q: 3 clusters Score -2982517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2982522.000000 Penalty: 5018.124512
	Iteration 91Q: 3 clusters Score -2982522 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
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Entering Unmasked Estep 
Score: -2982528.500000 Penalty: 5018.124512
	Iteration 92Q: 3 clusters Score -2982528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2982528.000000 Penalty: 5018.124512
	Iteration 93Q: 3 clusters Score -2982528 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2982535.000000 Penalty: 5018.124512
	Iteration 94Q: 3 clusters Score -2982535 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2982544.000000 Penalty: 5018.124512
	Iteration 95Q: 3 clusters Score -2982544 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2982556.250000 Penalty: 5018.124512
	Iteration 96Q: 3 clusters Score -2982556 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2982573.250000 Penalty: 5018.124512
	Iteration 97Q: 3 clusters Score -2982573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2982593.250000 Penalty: 5018.124512
	Iteration 98Q: 3 clusters Score -2982593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2982650.500000 Penalty: 5018.124512
	Iteration 99Q: 3 clusters Score -2982650 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2982800.750000 Penalty: 5018.124512
	Iteration 100F: 3 clusters Score -2982801 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2983178.750000 Penalty: 5018.124512
	Iteration 101Q: 3 clusters Score -2983179 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2983527.250000 Penalty: 5018.124512
	Iteration 102Q: 3 clusters Score -2983527 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2983633.750000 Penalty: 5018.124512
	Iteration 103Q: 3 clusters Score -2983634 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2983675.750000 Penalty: 5018.124512
	Iteration 104Q: 3 clusters Score -2983676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2983707.000000 Penalty: 5018.124512
	Iteration 105Q: 3 clusters Score -2983707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2983717.000000 Penalty: 5018.124512
	Iteration 106Q: 3 clusters Score -2983717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2983739.500000 Penalty: 5018.124512
	Iteration 107Q: 3 clusters Score -2983740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2983752.000000 Penalty: 5018.124512
	Iteration 108Q: 3 clusters Score -2983752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2983759.750000 Penalty: 5018.124512
	Iteration 109Q: 3 clusters Score -2983760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2983766.250000 Penalty: 5018.124512
	Iteration 110Q: 3 clusters Score -2983766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2983769.000000 Penalty: 5018.124512
	Iteration 111Q: 3 clusters Score -2983769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2983774.750000 Penalty: 5018.124512
	Iteration 112Q: 3 clusters Score -2983775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2983778.750000 Penalty: 5018.124512
	Iteration 113Q: 3 clusters Score -2983779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2983792.750000 Penalty: 5018.124512
	Iteration 114Q: 3 clusters Score -2983793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2983795.500000 Penalty: 5018.124512
	Iteration 115Q: 3 clusters Score -2983796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2983787.250000 Penalty: 5018.124512
	Iteration 116Q: 3 clusters Score -2983787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2983789.000000 Penalty: 5018.124512
	Iteration 117Q: 3 clusters Score -2983789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2983790.000000 Penalty: 5018.124512
	Iteration 118Q: 3 clusters Score -2983790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2983792.250000 Penalty: 5018.124512
	Iteration 119Q: 3 clusters Score -2983792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2983797.500000 Penalty: 5018.124512
	Iteration 120F: 3 clusters Score -2983798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2983798.750000 Penalty: 5018.124512
	Iteration 121Q: 3 clusters Score -2983799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2983798.750000 Penalty: 5018.124512
	Iteration 122F: 3 clusters Score -2983799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -667706.312500 Penalty: 2142.924561
	Iteration 0F: 2 clusters Score -667706.3 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 2808 members 
Entering Unmasked Estep 
Score: -662798.375000 Penalty: 4285.849121
	Iteration 0F: 3 clusters Score -662798.4 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -664172.750000 Penalty: 4285.849121
	Iteration 1F: 3 clusters Score -664172.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -664621.250000 Penalty: 4285.849121
	Iteration 2F: 3 clusters Score -664621.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -664976.000000 Penalty: 4285.849121
	Iteration 3F: 3 clusters Score -664976 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -665299.312500 Penalty: 4285.849121
	Iteration 4F: 3 clusters Score -665299.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -665521.250000 Penalty: 4285.849121
	Iteration 5F: 3 clusters Score -665521.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -665694.750000 Penalty: 4285.849121
	Iteration 6Q: 3 clusters Score -665694.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -665802.687500 Penalty: 4285.849121
	Iteration 7Q: 3 clusters Score -665802.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -665880.625000 Penalty: 4285.849121
	Iteration 8Q: 3 clusters Score -665880.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -665932.187500 Penalty: 4285.849121
	Iteration 9Q: 3 clusters Score -665932.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -665969.937500 Penalty: 4285.849121
	Iteration 10Q: 3 clusters Score -665969.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -666002.062500 Penalty: 4285.849121
	Iteration 11Q: 3 clusters Score -666002.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -666027.000000 Penalty: 4285.849121
	Iteration 12Q: 3 clusters Score -666027 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -666066.437500 Penalty: 4285.849121
	Iteration 13Q: 3 clusters Score -666066.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -666111.250000 Penalty: 4285.849121
	Iteration 14Q: 3 clusters Score -666111.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -666155.187500 Penalty: 4285.849121
	Iteration 15Q: 3 clusters Score -666155.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -666193.062500 Penalty: 4285.849121
	Iteration 16Q: 3 clusters Score -666193.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -666239.125000 Penalty: 4285.849121
	Iteration 17Q: 3 clusters Score -666239.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666291.500000 Penalty: 4285.849121
	Iteration 18Q: 3 clusters Score -666291.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -666346.937500 Penalty: 4285.849121
	Iteration 19Q: 3 clusters Score -666346.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -666399.812500 Penalty: 4285.849121
	Iteration 20F: 3 clusters Score -666399.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -666442.062500 Penalty: 4285.849121
	Iteration 21Q: 3 clusters Score -666442.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -666499.562500 Penalty: 4285.849121
	Iteration 22Q: 3 clusters Score -666499.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -666554.625000 Penalty: 4285.849121
	Iteration 23Q: 3 clusters Score -666554.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -666636.687500 Penalty: 4285.849121
	Iteration 24Q: 3 clusters Score -666636.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -666707.000000 Penalty: 4285.849121
	Iteration 25Q: 3 clusters Score -666707 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -666783.187500 Penalty: 4285.849121
	Iteration 26Q: 3 clusters Score -666783.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -666861.500000 Penalty: 4285.849121
	Iteration 27Q: 3 clusters Score -666861.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -666924.687500 Penalty: 4285.849121
	Iteration 28Q: 3 clusters Score -666924.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -666987.000000 Penalty: 4285.849121
	Iteration 29Q: 3 clusters Score -666987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -667022.250000 Penalty: 4285.849121
	Iteration 30Q: 3 clusters Score -667022.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -667047.312500 Penalty: 4285.849121
	Iteration 31Q: 3 clusters Score -667047.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -667065.187500 Penalty: 4285.849121
	Iteration 32Q: 3 clusters Score -667065.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -667070.750000 Penalty: 4285.849121
	Iteration 33Q: 3 clusters Score -667070.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -667075.937500 Penalty: 4285.849121
	Iteration 34Q: 3 clusters Score -667075.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -667081.500000 Penalty: 4285.849121
	Iteration 35Q: 3 clusters Score -667081.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -667086.250000 Penalty: 4285.849121
	Iteration 36Q: 3 clusters Score -667086.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -667088.000000 Penalty: 4285.849121
	Iteration 37Q: 3 clusters Score -667088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -667089.375000 Penalty: 4285.849121
	Iteration 38Q: 3 clusters Score -667089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -667090.750000 Penalty: 4285.849121
	Iteration 39Q: 3 clusters Score -667090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -667091.500000 Penalty: 4285.849121
	Iteration 40F: 3 clusters Score -667091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -667093.437500 Penalty: 4285.849121
	Iteration 41Q: 3 clusters Score -667093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -667093.312500 Penalty: 4285.849121
	Iteration 42Q: 3 clusters Score -667093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -667094.375000 Penalty: 4285.849121
	Iteration 43Q: 3 clusters Score -667094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -667094.125000 Penalty: 4285.849121
	Iteration 44Q: 3 clusters Score -667094.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -667094.937500 Penalty: 4285.849121
	Iteration 45Q: 3 clusters Score -667094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -667094.750000 Penalty: 4285.849121
	Iteration 46Q: 3 clusters Score -667094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -667094.750000 Penalty: 4285.849121
	Iteration 47F: 3 clusters Score -667094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Entering Unmasked Estep 
Score: -664737.812500 Penalty: 2138.457764
	Iteration 0F: 2 clusters Score -664737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -659892.562500 Penalty: 4276.915527
	Iteration 0F: 3 clusters Score -659892.6 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -661083.187500 Penalty: 4276.915527
	Iteration 1F: 3 clusters Score -661083.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -661271.187500 Penalty: 4276.915527
	Iteration 2F: 3 clusters Score -661271.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -661400.437500 Penalty: 4276.915527
	Iteration 3Q: 3 clusters Score -661400.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -661497.687500 Penalty: 4276.915527
	Iteration 4Q: 3 clusters Score -661497.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -661576.812500 Penalty: 4276.915527
	Iteration 5Q: 3 clusters Score -661576.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -661633.375000 Penalty: 4276.915527
	Iteration 6Q: 3 clusters Score -661633.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -661680.187500 Penalty: 4276.915527
	Iteration 7Q: 3 clusters Score -661680.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -661719.312500 Penalty: 4276.915527
	Iteration 8Q: 3 clusters Score -661719.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -661748.125000 Penalty: 4276.915527
	Iteration 9Q: 3 clusters Score -661748.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -661772.937500 Penalty: 4276.915527
	Iteration 10Q: 3 clusters Score -661772.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -661791.625000 Penalty: 4276.915527
	Iteration 11Q: 3 clusters Score -661791.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -661810.437500 Penalty: 4276.915527
	Iteration 12Q: 3 clusters Score -661810.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -661835.437500 Penalty: 4276.915527
	Iteration 13Q: 3 clusters Score -661835.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -661867.250000 Penalty: 4276.915527
	Iteration 14Q: 3 clusters Score -661867.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -661903.500000 Penalty: 4276.915527
	Iteration 15Q: 3 clusters Score -661903.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -661930.000000 Penalty: 4276.915527
	Iteration 16Q: 3 clusters Score -661930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -661956.750000 Penalty: 4276.915527
	Iteration 17Q: 3 clusters Score -661956.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -661993.000000 Penalty: 4276.915527
	Iteration 18Q: 3 clusters Score -661993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -662036.375000 Penalty: 4276.915527
	Iteration 19Q: 3 clusters Score -662036.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -662071.000000 Penalty: 4276.915527
	Iteration 20F: 3 clusters Score -662071 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -662095.562500 Penalty: 4276.915527
	Iteration 21Q: 3 clusters Score -662095.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -662120.062500 Penalty: 4276.915527
	Iteration 22Q: 3 clusters Score -662120.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -662140.375000 Penalty: 4276.915527
	Iteration 23Q: 3 clusters Score -662140.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -662161.062500 Penalty: 4276.915527
	Iteration 24Q: 3 clusters Score -662161.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -662189.125000 Penalty: 4276.915527
	Iteration 25Q: 3 clusters Score -662189.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -662207.625000 Penalty: 4276.915527
	Iteration 26Q: 3 clusters Score -662207.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -662230.875000 Penalty: 4276.915527
	Iteration 27Q: 3 clusters Score -662230.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -662254.125000 Penalty: 4276.915527
	Iteration 28Q: 3 clusters Score -662254.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -662275.750000 Penalty: 4276.915527
	Iteration 29Q: 3 clusters Score -662275.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -662291.500000 Penalty: 4276.915527
	Iteration 30Q: 3 clusters Score -662291.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -662315.375000 Penalty: 4276.915527
	Iteration 31Q: 3 clusters Score -662315.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -662335.750000 Penalty: 4276.915527
	Iteration 32Q: 3 clusters Score -662335.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -662361.437500 Penalty: 4276.915527
	Iteration 33Q: 3 clusters Score -662361.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -662395.562500 Penalty: 4276.915527
	Iteration 34Q: 3 clusters Score -662395.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -662430.875000 Penalty: 4276.915527
	Iteration 35Q: 3 clusters Score -662430.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -662458.437500 Penalty: 4276.915527
	Iteration 36Q: 3 clusters Score -662458.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -662484.437500 Penalty: 4276.915527
	Iteration 37Q: 3 clusters Score -662484.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -662508.625000 Penalty: 4276.915527
	Iteration 38Q: 3 clusters Score -662508.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -662536.125000 Penalty: 4276.915527
	Iteration 39Q: 3 clusters Score -662536.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -662558.562500 Penalty: 4276.915527
	Iteration 40F: 3 clusters Score -662558.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -662585.687500 Penalty: 4276.915527
	Iteration 41Q: 3 clusters Score -662585.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -662606.875000 Penalty: 4276.915527
	Iteration 42Q: 3 clusters Score -662606.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -662631.500000 Penalty: 4276.915527
	Iteration 43Q: 3 clusters Score -662631.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -662664.062500 Penalty: 4276.915527
	Iteration 44Q: 3 clusters Score -662664.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -662688.812500 Penalty: 4276.915527
	Iteration 45Q: 3 clusters Score -662688.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -662714.062500 Penalty: 4276.915527
	Iteration 46Q: 3 clusters Score -662714.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -662739.937500 Penalty: 4276.915527
	Iteration 47Q: 3 clusters Score -662739.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -662760.375000 Penalty: 4276.915527
	Iteration 48Q: 3 clusters Score -662760.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -662777.250000 Penalty: 4276.915527
	Iteration 49Q: 3 clusters Score -662777.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -662787.937500 Penalty: 4276.915527
	Iteration 50Q: 3 clusters Score -662787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -662793.937500 Penalty: 4276.915527
	Iteration 51Q: 3 clusters Score -662793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -662801.750000 Penalty: 4276.915527
	Iteration 52Q: 3 clusters Score -662801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -662808.437500 Penalty: 4276.915527
	Iteration 53Q: 3 clusters Score -662808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -662814.625000 Penalty: 4276.915527
	Iteration 54Q: 3 clusters Score -662814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -662821.750000 Penalty: 4276.915527
	Iteration 55Q: 3 clusters Score -662821.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -662828.812500 Penalty: 4276.915527
	Iteration 56Q: 3 clusters Score -662828.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -662830.937500 Penalty: 4276.915527
	Iteration 57Q: 3 clusters Score -662830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -662835.000000 Penalty: 4276.915527
	Iteration 58Q: 3 clusters Score -662835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -662837.250000 Penalty: 4276.915527
	Iteration 59Q: 3 clusters Score -662837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -662837.625000 Penalty: 4276.915527
	Iteration 60F: 3 clusters Score -662837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -662839.562500 Penalty: 4276.915527
	Iteration 61Q: 3 clusters Score -662839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -662840.125000 Penalty: 4276.915527
	Iteration 62Q: 3 clusters Score -662840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -662840.125000 Penalty: 4276.915527
	Iteration 63F: 3 clusters Score -662840.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Entering Unmasked Estep 
Score: -748198.062500 Penalty: 2170.522705
	Iteration 0F: 2 clusters Score -748198.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -742910.375000 Penalty: 4341.045410
	Iteration 0F: 3 clusters Score -742910.4 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -744291.562500 Penalty: 4341.045410
	Iteration 1F: 3 clusters Score -744291.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -744513.000000 Penalty: 4341.045410
	Iteration 2F: 3 clusters Score -744513 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -744656.812500 Penalty: 4341.045410
	Iteration 3Q: 3 clusters Score -744656.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -744759.937500 Penalty: 4341.045410
	Iteration 4Q: 3 clusters Score -744759.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -744845.500000 Penalty: 4341.045410
	Iteration 5Q: 3 clusters Score -744845.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -744943.000000 Penalty: 4341.045410
	Iteration 6Q: 3 clusters Score -744943 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -745053.750000 Penalty: 4341.045410
	Iteration 7Q: 3 clusters Score -745053.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -745205.937500 Penalty: 4341.045410
	Iteration 8Q: 3 clusters Score -745205.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -745398.125000 Penalty: 4341.045410
	Iteration 9Q: 3 clusters Score -745398.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -745622.687500 Penalty: 4341.045410
	Iteration 10Q: 3 clusters Score -745622.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -745881.625000 Penalty: 4341.045410
	Iteration 11Q: 3 clusters Score -745881.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -746147.937500 Penalty: 4341.045410
	Iteration 12Q: 3 clusters Score -746147.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -746365.312500 Penalty: 4341.045410
	Iteration 13Q: 3 clusters Score -746365.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -746525.750000 Penalty: 4341.045410
	Iteration 14Q: 3 clusters Score -746525.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -746626.375000 Penalty: 4341.045410
	Iteration 15Q: 3 clusters Score -746626.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -746696.625000 Penalty: 4341.045410
	Iteration 16Q: 3 clusters Score -746696.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -746742.500000 Penalty: 4341.045410
	Iteration 17Q: 3 clusters Score -746742.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -746767.312500 Penalty: 4341.045410
	Iteration 18Q: 3 clusters Score -746767.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -746784.187500 Penalty: 4341.045410
	Iteration 19Q: 3 clusters Score -746784.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -746795.750000 Penalty: 4341.045410
	Iteration 20F: 3 clusters Score -746795.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -746805.187500 Penalty: 4341.045410
	Iteration 21Q: 3 clusters Score -746805.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -746812.625000 Penalty: 4341.045410
	Iteration 22Q: 3 clusters Score -746812.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -746818.375000 Penalty: 4341.045410
	Iteration 23Q: 3 clusters Score -746818.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -746821.250000 Penalty: 4341.045410
	Iteration 24Q: 3 clusters Score -746821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -746827.500000 Penalty: 4341.045410
	Iteration 25Q: 3 clusters Score -746827.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -746827.062500 Penalty: 4341.045410
	Iteration 26Q: 3 clusters Score -746827.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -746828.187500 Penalty: 4341.045410
	Iteration 27Q: 3 clusters Score -746828.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -746831.312500 Penalty: 4341.045410
	Iteration 28Q: 3 clusters Score -746831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -746832.812500 Penalty: 4341.045410
	Iteration 29Q: 3 clusters Score -746832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -746833.000000 Penalty: 4341.045410
	Iteration 30Q: 3 clusters Score -746833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -746832.375000 Penalty: 4341.045410
	Iteration 31Q: 3 clusters Score -746832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -746833.187500 Penalty: 4341.045410
	Iteration 32Q: 3 clusters Score -746833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -746833.187500 Penalty: 4341.045410
	Iteration 33F: 3 clusters Score -746833.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (3810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Entering Unmasked Estep 
Score: -315457.437500 Penalty: 2044.855225
	Iteration 0F: 2 clusters Score -315457.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -311644.500000 Penalty: 4089.710449
	Iteration 0F: 3 clusters Score -311644.5 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -312510.156250 Penalty: 4089.710449
	Iteration 1F: 3 clusters Score -312510.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -312723.406250 Penalty: 4089.710449
	Iteration 2F: 3 clusters Score -312723.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -312856.312500 Penalty: 4089.710449
	Iteration 3F: 3 clusters Score -312856.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -312957.812500 Penalty: 4089.710449
	Iteration 4Q: 3 clusters Score -312957.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -313038.218750 Penalty: 4089.710449
	Iteration 5Q: 3 clusters Score -313038.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -313104.468750 Penalty: 4089.710449
	Iteration 6Q: 3 clusters Score -313104.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -313159.593750 Penalty: 4089.710449
	Iteration 7Q: 3 clusters Score -313159.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -313209.187500 Penalty: 4089.710449
	Iteration 8Q: 3 clusters Score -313209.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -313253.000000 Penalty: 4089.710449
	Iteration 9Q: 3 clusters Score -313253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -313296.468750 Penalty: 4089.710449
	Iteration 10Q: 3 clusters Score -313296.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -313336.125000 Penalty: 4089.710449
	Iteration 11Q: 3 clusters Score -313336.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -313376.406250 Penalty: 4089.710449
	Iteration 12Q: 3 clusters Score -313376.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -313407.500000 Penalty: 4089.710449
	Iteration 13Q: 3 clusters Score -313407.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -313435.062500 Penalty: 4089.710449
	Iteration 14Q: 3 clusters Score -313435.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -313470.125000 Penalty: 4089.710449
	Iteration 15Q: 3 clusters Score -313470.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -313498.062500 Penalty: 4089.710449
	Iteration 16Q: 3 clusters Score -313498.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -313527.437500 Penalty: 4089.710449
	Iteration 17Q: 3 clusters Score -313527.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -313556.781250 Penalty: 4089.710449
	Iteration 18Q: 3 clusters Score -313556.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -313587.593750 Penalty: 4089.710449
	Iteration 19Q: 3 clusters Score -313587.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -313622.218750 Penalty: 4089.710449
	Iteration 20F: 3 clusters Score -313622.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -313649.781250 Penalty: 4089.710449
	Iteration 21Q: 3 clusters Score -313649.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -313674.656250 Penalty: 4089.710449
	Iteration 22Q: 3 clusters Score -313674.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -313699.500000 Penalty: 4089.710449
	Iteration 23Q: 3 clusters Score -313699.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -313722.218750 Penalty: 4089.710449
	Iteration 24Q: 3 clusters Score -313722.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -313743.843750 Penalty: 4089.710449
	Iteration 25Q: 3 clusters Score -313743.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -313766.312500 Penalty: 4089.710449
	Iteration 26Q: 3 clusters Score -313766.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -313786.343750 Penalty: 4089.710449
	Iteration 27Q: 3 clusters Score -313786.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -313811.468750 Penalty: 4089.710449
	Iteration 28Q: 3 clusters Score -313811.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -313824.750000 Penalty: 4089.710449
	Iteration 29Q: 3 clusters Score -313824.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -313841.093750 Penalty: 4089.710449
	Iteration 30Q: 3 clusters Score -313841.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -313858.187500 Penalty: 4089.710449
	Iteration 31Q: 3 clusters Score -313858.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -313871.000000 Penalty: 4089.710449
	Iteration 32Q: 3 clusters Score -313871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -313889.687500 Penalty: 4089.710449
	Iteration 33Q: 3 clusters Score -313889.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -313903.718750 Penalty: 4089.710449
	Iteration 34Q: 3 clusters Score -313903.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -313916.531250 Penalty: 4089.710449
	Iteration 35Q: 3 clusters Score -313916.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -313928.093750 Penalty: 4089.710449
	Iteration 36Q: 3 clusters Score -313928.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -313938.281250 Penalty: 4089.710449
	Iteration 37Q: 3 clusters Score -313938.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -313944.437500 Penalty: 4089.710449
	Iteration 38Q: 3 clusters Score -313944.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -313949.593750 Penalty: 4089.710449
	Iteration 39Q: 3 clusters Score -313949.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -313956.281250 Penalty: 4089.710449
	Iteration 40F: 3 clusters Score -313956.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -313964.875000 Penalty: 4089.710449
	Iteration 41Q: 3 clusters Score -313964.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -313973.281250 Penalty: 4089.710449
	Iteration 42Q: 3 clusters Score -313973.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -313981.187500 Penalty: 4089.710449
	Iteration 43Q: 3 clusters Score -313981.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -313987.406250 Penalty: 4089.710449
	Iteration 44Q: 3 clusters Score -313987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -313992.625000 Penalty: 4089.710449
	Iteration 45Q: 3 clusters Score -313992.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -313999.656250 Penalty: 4089.710449
	Iteration 46Q: 3 clusters Score -313999.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -314004.031250 Penalty: 4089.710449
	Iteration 47Q: 3 clusters Score -314004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -314005.781250 Penalty: 4089.710449
	Iteration 48Q: 3 clusters Score -314005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -314007.250000 Penalty: 4089.710449
	Iteration 49Q: 3 clusters Score -314007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -314010.312500 Penalty: 4089.710449
	Iteration 50Q: 3 clusters Score -314010.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -314013.093750 Penalty: 4089.710449
	Iteration 51Q: 3 clusters Score -314013.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -314018.406250 Penalty: 4089.710449
	Iteration 52Q: 3 clusters Score -314018.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -314023.656250 Penalty: 4089.710449
	Iteration 53Q: 3 clusters Score -314023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -314026.750000 Penalty: 4089.710449
	Iteration 54Q: 3 clusters Score -314026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -314028.000000 Penalty: 4089.710449
	Iteration 55Q: 3 clusters Score -314028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -314028.531250 Penalty: 4089.710449
	Iteration 56Q: 3 clusters Score -314028.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -314028.968750 Penalty: 4089.710449
	Iteration 57Q: 3 clusters Score -314029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -314029.843750 Penalty: 4089.710449
	Iteration 58Q: 3 clusters Score -314029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -314029.843750 Penalty: 4089.710449
	Iteration 59F: 3 clusters Score -314029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Entering Unmasked Estep 
Score: -862379.562500 Penalty: 2202.316162
	Iteration 0F: 2 clusters Score -862379.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -856474.437500 Penalty: 4404.632324
	Iteration 0F: 3 clusters Score -856474.4 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -858066.562500 Penalty: 4404.632324
	Iteration 1F: 3 clusters Score -858066.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -858313.000000 Penalty: 4404.632324
	Iteration 2F: 3 clusters Score -858313 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -858481.687500 Penalty: 4404.632324
	Iteration 3F: 3 clusters Score -858481.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -858621.375000 Penalty: 4404.632324
	Iteration 4Q: 3 clusters Score -858621.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -858743.562500 Penalty: 4404.632324
	Iteration 5Q: 3 clusters Score -858743.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -858898.500000 Penalty: 4404.632324
	Iteration 6Q: 3 clusters Score -858898.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -859049.937500 Penalty: 4404.632324
	Iteration 7Q: 3 clusters Score -859049.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -859187.062500 Penalty: 4404.632324
	Iteration 8Q: 3 clusters Score -859187.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -859333.125000 Penalty: 4404.632324
	Iteration 9Q: 3 clusters Score -859333.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -859497.312500 Penalty: 4404.632324
	Iteration 10Q: 3 clusters Score -859497.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -859646.125000 Penalty: 4404.632324
	Iteration 11Q: 3 clusters Score -859646.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -859763.500000 Penalty: 4404.632324
	Iteration 12Q: 3 clusters Score -859763.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -859852.250000 Penalty: 4404.632324
	Iteration 13Q: 3 clusters Score -859852.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -859915.500000 Penalty: 4404.632324
	Iteration 14Q: 3 clusters Score -859915.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -859970.375000 Penalty: 4404.632324
	Iteration 15Q: 3 clusters Score -859970.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -860021.187500 Penalty: 4404.632324
	Iteration 16Q: 3 clusters Score -860021.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -860061.000000 Penalty: 4404.632324
	Iteration 17Q: 3 clusters Score -860061 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -860094.812500 Penalty: 4404.632324
	Iteration 18Q: 3 clusters Score -860094.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -860128.250000 Penalty: 4404.632324
	Iteration 19Q: 3 clusters Score -860128.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -860158.500000 Penalty: 4404.632324
	Iteration 20F: 3 clusters Score -860158.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -860184.187500 Penalty: 4404.632324
	Iteration 21Q: 3 clusters Score -860184.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -860203.375000 Penalty: 4404.632324
	Iteration 22Q: 3 clusters Score -860203.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -860220.000000 Penalty: 4404.632324
	Iteration 23Q: 3 clusters Score -860220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -860233.187500 Penalty: 4404.632324
	Iteration 24Q: 3 clusters Score -860233.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -860241.125000 Penalty: 4404.632324
	Iteration 25Q: 3 clusters Score -860241.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -860244.437500 Penalty: 4404.632324
	Iteration 26Q: 3 clusters Score -860244.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -860250.125000 Penalty: 4404.632324
	Iteration 27Q: 3 clusters Score -860250.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -860254.062500 Penalty: 4404.632324
	Iteration 28Q: 3 clusters Score -860254.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -860256.875000 Penalty: 4404.632324
	Iteration 29Q: 3 clusters Score -860256.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -860260.625000 Penalty: 4404.632324
	Iteration 30Q: 3 clusters Score -860260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -860262.562500 Penalty: 4404.632324
	Iteration 31Q: 3 clusters Score -860262.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -860264.937500 Penalty: 4404.632324
	Iteration 32Q: 3 clusters Score -860264.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -860265.687500 Penalty: 4404.632324
	Iteration 33Q: 3 clusters Score -860265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -860269.062500 Penalty: 4404.632324
	Iteration 34Q: 3 clusters Score -860269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -860272.437500 Penalty: 4404.632324
	Iteration 35Q: 3 clusters Score -860272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -860270.125000 Penalty: 4404.632324
	Iteration 36Q: 3 clusters Score -860270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -860273.000000 Penalty: 4404.632324
	Iteration 37Q: 3 clusters Score -860273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -860272.062500 Penalty: 4404.632324
	Iteration 38Q: 3 clusters Score -860272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -860273.187500 Penalty: 4404.632324
	Iteration 39Q: 3 clusters Score -860273.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -860274.437500 Penalty: 4404.632324
	Iteration 40F: 3 clusters Score -860274.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -860278.250000 Penalty: 4404.632324
	Iteration 41Q: 3 clusters Score -860278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -860281.250000 Penalty: 4404.632324
	Iteration 42Q: 3 clusters Score -860281.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -860281.000000 Penalty: 4404.632324
	Iteration 43Q: 3 clusters Score -860281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -860281.625000 Penalty: 4404.632324
	Iteration 44Q: 3 clusters Score -860281.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -860282.875000 Penalty: 4404.632324
	Iteration 45Q: 3 clusters Score -860282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -860283.687500 Penalty: 4404.632324
	Iteration 46Q: 3 clusters Score -860283.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -860282.875000 Penalty: 4404.632324
	Iteration 47Q: 3 clusters Score -860282.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -860285.125000 Penalty: 4404.632324
	Iteration 48Q: 3 clusters Score -860285.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -860286.500000 Penalty: 4404.632324
	Iteration 49Q: 3 clusters Score -860286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -860288.937500 Penalty: 4404.632324
	Iteration 50Q: 3 clusters Score -860288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -860287.625000 Penalty: 4404.632324
	Iteration 51Q: 3 clusters Score -860287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -860291.562500 Penalty: 4404.632324
	Iteration 52Q: 3 clusters Score -860291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -860289.937500 Penalty: 4404.632324
	Iteration 53Q: 3 clusters Score -860289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -860290.000000 Penalty: 4404.632324
	Iteration 54Q: 3 clusters Score -860290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -860293.187500 Penalty: 4404.632324
	Iteration 55Q: 3 clusters Score -860293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -860291.812500 Penalty: 4404.632324
	Iteration 56Q: 3 clusters Score -860291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -860291.312500 Penalty: 4404.632324
	Iteration 57Q: 3 clusters Score -860291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -860291.312500 Penalty: 4404.632324
	Iteration 58F: 3 clusters Score -860291.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -460852.937500 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -460852.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -457067.218750 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -457067.2 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -457887.937500 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -457887.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -458049.718750 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -458049.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -458145.406250 Penalty: 4086.576416
	Iteration 3Q: 3 clusters Score -458145.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -458207.406250 Penalty: 4086.576416
	Iteration 4Q: 3 clusters Score -458207.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -458250.500000 Penalty: 4086.576416
	Iteration 5Q: 3 clusters Score -458250.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -458279.406250 Penalty: 4086.576416
	Iteration 6Q: 3 clusters Score -458279.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -458299.437500 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -458299.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -458319.468750 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -458319.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -458339.187500 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -458339.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -458353.500000 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -458353.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -458366.812500 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -458366.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -458379.000000 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -458379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -458391.375000 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -458391.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -458405.562500 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -458405.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -458423.468750 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -458423.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -458438.625000 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -458438.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -458455.468750 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -458455.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -458467.875000 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -458467.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -458475.437500 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -458475.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -458479.968750 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -458480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -458486.218750 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -458486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -458490.843750 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -458490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -458494.250000 Penalty: 4086.576416
	Iteration 23Q: 3 clusters Score -458494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -458495.656250 Penalty: 4086.576416
	Iteration 24Q: 3 clusters Score -458495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -458497.718750 Penalty: 4086.576416
	Iteration 25Q: 3 clusters Score -458497.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -458501.625000 Penalty: 4086.576416
	Iteration 26Q: 3 clusters Score -458501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -458503.656250 Penalty: 4086.576416
	Iteration 27Q: 3 clusters Score -458503.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -458504.218750 Penalty: 4086.576416
	Iteration 28Q: 3 clusters Score -458504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -458506.343750 Penalty: 4086.576416
	Iteration 29Q: 3 clusters Score -458506.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -458510.687500 Penalty: 4086.576416
	Iteration 30Q: 3 clusters Score -458510.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -458513.812500 Penalty: 4086.576416
	Iteration 31Q: 3 clusters Score -458513.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -458515.625000 Penalty: 4086.576416
	Iteration 32Q: 3 clusters Score -458515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -458517.531250 Penalty: 4086.576416
	Iteration 33Q: 3 clusters Score -458517.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -458518.281250 Penalty: 4086.576416
	Iteration 34Q: 3 clusters Score -458518.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -458520.093750 Penalty: 4086.576416
	Iteration 35Q: 3 clusters Score -458520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -458520.812500 Penalty: 4086.576416
	Iteration 36Q: 3 clusters Score -458520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -458521.968750 Penalty: 4086.576416
	Iteration 37Q: 3 clusters Score -458522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -458523.750000 Penalty: 4086.576416
	Iteration 38Q: 3 clusters Score -458523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -458524.906250 Penalty: 4086.576416
	Iteration 39Q: 3 clusters Score -458524.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -458525.843750 Penalty: 4086.576416
	Iteration 40F: 3 clusters Score -458525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -458527.312500 Penalty: 4086.576416
	Iteration 41Q: 3 clusters Score -458527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -458526.750000 Penalty: 4086.576416
	Iteration 42Q: 3 clusters Score -458526.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -458526.875000 Penalty: 4086.576416
	Iteration 43Q: 3 clusters Score -458526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -458527.031250 Penalty: 4086.576416
	Iteration 44Q: 3 clusters Score -458527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -458527.937500 Penalty: 4086.576416
	Iteration 45Q: 3 clusters Score -458527.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -458527.937500 Penalty: 4086.576416
	Iteration 46F: 3 clusters Score -458527.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -183313.156250 Penalty: 1813.678711
	Iteration 0F: 2 clusters Score -183313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -181010.015625 Penalty: 3627.357422
	Iteration 0F: 3 clusters Score -181010 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -181368.281250 Penalty: 3627.357422
	Iteration 1F: 3 clusters Score -181368.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -181504.890625 Penalty: 3627.357422
	Iteration 2F: 3 clusters Score -181504.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -181591.500000 Penalty: 3627.357422
	Iteration 3Q: 3 clusters Score -181591.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -181658.656250 Penalty: 3627.357422
	Iteration 4Q: 3 clusters Score -181658.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -181707.359375 Penalty: 3627.357422
	Iteration 5Q: 3 clusters Score -181707.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181742.109375 Penalty: 3627.357422
	Iteration 6Q: 3 clusters Score -181742.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -181765.140625 Penalty: 3627.357422
	Iteration 7Q: 3 clusters Score -181765.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -181780.421875 Penalty: 3627.357422
	Iteration 8Q: 3 clusters Score -181780.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -181790.359375 Penalty: 3627.357422
	Iteration 9Q: 3 clusters Score -181790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -181796.171875 Penalty: 3627.357422
	Iteration 10Q: 3 clusters Score -181796.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -181803.406250 Penalty: 3627.357422
	Iteration 11Q: 3 clusters Score -181803.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -181809.250000 Penalty: 3627.357422
	Iteration 12Q: 3 clusters Score -181809.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -181813.687500 Penalty: 3627.357422
	Iteration 13Q: 3 clusters Score -181813.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -181819.234375 Penalty: 3627.357422
	Iteration 14Q: 3 clusters Score -181819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181823.531250 Penalty: 3627.357422
	Iteration 15Q: 3 clusters Score -181823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181828.265625 Penalty: 3627.357422
	Iteration 16Q: 3 clusters Score -181828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -181832.625000 Penalty: 3627.357422
	Iteration 17Q: 3 clusters Score -181832.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181837.093750 Penalty: 3627.357422
	Iteration 18Q: 3 clusters Score -181837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181839.718750 Penalty: 3627.357422
	Iteration 19Q: 3 clusters Score -181839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -181846.843750 Penalty: 3627.357422
	Iteration 20F: 3 clusters Score -181846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -181850.218750 Penalty: 3627.357422
	Iteration 21Q: 3 clusters Score -181850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -181854.656250 Penalty: 3627.357422
	Iteration 22Q: 3 clusters Score -181854.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -181857.937500 Penalty: 3627.357422
	Iteration 23Q: 3 clusters Score -181857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -181862.843750 Penalty: 3627.357422
	Iteration 24Q: 3 clusters Score -181862.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -181864.671875 Penalty: 3627.357422
	Iteration 25Q: 3 clusters Score -181864.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181865.203125 Penalty: 3627.357422
	Iteration 26Q: 3 clusters Score -181865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -181866.500000 Penalty: 3627.357422
	Iteration 27Q: 3 clusters Score -181866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -181869.000000 Penalty: 3627.357422
	Iteration 28Q: 3 clusters Score -181869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -181869.000000 Penalty: 3627.357422
	Iteration 29F: 3 clusters Score -181869 nChanged 0
--- Evaluating fit on full set of 963655 points ---
Entering Unmasked Estep 
Score: -106953736.000000 Penalty: 116180.210938
24->35 Clusters: Score -106953736.000000, best is -107291416.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 321218 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 13471 members 
Mstep: Class 3 contains 13427 members 
Mstep: Class 4 contains 13575 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 13319 members 
Mstep: Class 7 contains 13346 members 
Mstep: Class 8 contains 13356 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 13366 members 
Mstep: Class 11 contains 13350 members 
Mstep: Class 12 contains 13493 members 
Mstep: Class 13 contains 13500 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 13312 members 
Mstep: Class 16 contains 13319 members 
Mstep: Class 17 contains 13175 members 
Mstep: Class 18 contains 13304 members 
Mstep: Class 19 contains 13052 members 
Mstep: Class 20 contains 13272 members 
Mstep: Class 21 contains 13431 members 
Mstep: Class 22 contains 13498 members 
Mstep: Class 23 contains 13469 members 
Mstep: Class 24 contains 13307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 435.928467 but Gain 3144.609375
Score: -33063566.000000 Penalty: 72326.007812
Iteration 0F: 24 clusters Score -3.306357e+07 nChanged 305825
Entering Unmasked Mstep 
Mstep: Class 0 contains 1292 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 25216 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 22595 members 
Mstep: Class 7 contains 41929 members 
Mstep: Class 8 contains 7250 members 
Mstep: Class 9 contains 5679 members 
Mstep: Class 10 contains 5231 members 
Mstep: Class 11 contains 6054 members 
Mstep: Class 12 contains 6064 members 
Mstep: Class 13 contains 12674 members 
Mstep: Class 14 contains 17053 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 24663 members 
Mstep: Class 19 contains 21162 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 21266 members 
Mstep: Class 22 contains 13977 members 
Mstep: Class 23 contains 10208 members 
Mstep: Class 24 contains 15274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3125.999023 but Gain 3144.609375
Score: -34617956.000000 Penalty: 69181.398438
Iteration 1F: 23 clusters Score -3.461796e+07 nChanged 159999
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4925 members 
Mstep: Class 3 contains 31842 members 
Mstep: Class 4 contains 6486 members 
Mstep: Class 5 contains 21673 members 
Mstep: Class 7 contains 58570 members 
Mstep: Class 8 contains 4833 members 
Mstep: Class 9 contains 12094 members 
Mstep: Class 10 contains 2289 members 
Mstep: Class 11 contains 2682 members 
Mstep: Class 13 contains 9660 members 
Mstep: Class 14 contains 11054 members 
Mstep: Class 15 contains 2750 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 18 contains 39822 members 
Mstep: Class 19 contains 27213 members 
Mstep: Class 20 contains 8045 members 
Mstep: Class 21 contains 23768 members 
Mstep: Class 22 contains 7477 members 
Mstep: Class 23 contains 9631 members 
Mstep: Class 24 contains 13572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35109012.000000 Penalty: 69181.398438
Iteration 2F: 23 clusters Score -3.510901e+07 nChanged 92820
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4055 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 22641 members 
Mstep: Class 7 contains 55287 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 12180 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 13 contains 10554 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 3006 members 
Mstep: Class 16 contains 8734 members 
Mstep: Class 17 contains 2460 members 
Mstep: Class 18 contains 42795 members 
Mstep: Class 19 contains 28467 members 
Mstep: Class 20 contains 6496 members 
Mstep: Class 21 contains 22192 members 
Mstep: Class 22 contains 6842 members 
Mstep: Class 23 contains 14825 members 
Mstep: Class 24 contains 16359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35281860.000000 Penalty: 69181.398438
Iteration 3F: 23 clusters Score -3.528186e+07 nChanged 66204
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 30884 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 23051 members 
Mstep: Class 7 contains 48643 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 2720 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 13 contains 11142 members 
Mstep: Class 14 contains 11905 members 
Mstep: Class 15 contains 3054 members 
Mstep: Class 16 contains 8761 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 43568 members 
Mstep: Class 19 contains 29335 members 
Mstep: Class 20 contains 5761 members 
Mstep: Class 21 contains 20860 members 
Mstep: Class 22 contains 7058 members 
Mstep: Class 23 contains 19501 members 
Mstep: Class 24 contains 17618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35380848.000000 Penalty: 69181.398438
Iteration 4F: 23 clusters Score -3.538085e+07 nChanged 50337
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 31895 members 
Mstep: Class 4 contains 5681 members 
Mstep: Class 5 contains 22928 members 
Mstep: Class 7 contains 42189 members 
Mstep: Class 8 contains 4664 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 2938 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 13 contains 11232 members 
Mstep: Class 14 contains 12035 members 
Mstep: Class 15 contains 3063 members 
Mstep: Class 16 contains 10015 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 42124 members 
Mstep: Class 19 contains 30235 members 
Mstep: Class 20 contains 5311 members 
Mstep: Class 21 contains 20349 members 
Mstep: Class 22 contains 7577 members 
Mstep: Class 23 contains 22378 members 
Mstep: Class 24 contains 17471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35444924.000000 Penalty: 69181.398438
Iteration 5F: 23 clusters Score -3.544492e+07 nChanged 39961
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5973 members 
Mstep: Class 3 contains 32759 members 
Mstep: Class 4 contains 7405 members 
Mstep: Class 5 contains 22286 members 
Mstep: Class 7 contains 36443 members 
Mstep: Class 8 contains 5563 members 
Mstep: Class 9 contains 8316 members 
Mstep: Class 10 contains 3107 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 13 contains 11257 members 
Mstep: Class 14 contains 11928 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 17 contains 4542 members 
Mstep: Class 18 contains 40748 members 
Mstep: Class 19 contains 30423 members 
Mstep: Class 20 contains 5255 members 
Mstep: Class 21 contains 20331 members 
Mstep: Class 22 contains 8376 members 
Mstep: Class 23 contains 24018 members 
Mstep: Class 24 contains 16691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35494828.000000 Penalty: 69181.398438
Iteration 6F: 23 clusters Score -3.549483e+07 nChanged 32960
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 32198 members 
Mstep: Class 4 contains 10285 members 
Mstep: Class 5 contains 21188 members 
Mstep: Class 7 contains 31661 members 
Mstep: Class 8 contains 6491 members 
Mstep: Class 9 contains 7436 members 
Mstep: Class 10 contains 3493 members 
Mstep: Class 11 contains 5463 members 
Mstep: Class 13 contains 11169 members 
Mstep: Class 14 contains 11668 members 
Mstep: Class 15 contains 3402 members 
Mstep: Class 16 contains 12586 members 
Mstep: Class 17 contains 5369 members 
Mstep: Class 18 contains 41123 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 5599 members 
Mstep: Class 21 contains 20307 members 
Mstep: Class 22 contains 9511 members 
Mstep: Class 23 contains 24836 members 
Mstep: Class 24 contains 15909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35536524.000000 Penalty: 69181.398438
Iteration 7F: 23 clusters Score -3.553652e+07 nChanged 27808
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5881 members 
Mstep: Class 3 contains 30763 members 
Mstep: Class 4 contains 13875 members 
Mstep: Class 5 contains 19858 members 
Mstep: Class 7 contains 27999 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 4156 members 
Mstep: Class 11 contains 5748 members 
Mstep: Class 13 contains 10999 members 
Mstep: Class 14 contains 11456 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 13663 members 
Mstep: Class 17 contains 6182 members 
Mstep: Class 18 contains 42317 members 
Mstep: Class 19 contains 29143 members 
Mstep: Class 20 contains 6045 members 
Mstep: Class 21 contains 20214 members 
Mstep: Class 22 contains 10891 members 
Mstep: Class 23 contains 25099 members 
Mstep: Class 24 contains 15160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35569980.000000 Penalty: 69181.398438
Iteration 8F: 23 clusters Score -3.556998e+07 nChanged 21366
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 31160 members 
Mstep: Class 4 contains 15120 members 
Mstep: Class 5 contains 18647 members 
Mstep: Class 7 contains 25444 members 
Mstep: Class 8 contains 7992 members 
Mstep: Class 9 contains 6146 members 
Mstep: Class 10 contains 4842 members 
Mstep: Class 11 contains 5934 members 
Mstep: Class 13 contains 10845 members 
Mstep: Class 14 contains 11343 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 16 contains 14667 members 
Mstep: Class 17 contains 6889 members 
Mstep: Class 18 contains 43084 members 
Mstep: Class 19 contains 28031 members 
Mstep: Class 20 contains 6453 members 
Mstep: Class 21 contains 19946 members 
Mstep: Class 22 contains 12406 members 
Mstep: Class 23 contains 24797 members 
Mstep: Class 24 contains 14415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35588340.000000 Penalty: 69181.398438
Iteration 9F: 23 clusters Score -3.558834e+07 nChanged 17182
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 31816 members 
Mstep: Class 4 contains 15308 members 
Mstep: Class 5 contains 17679 members 
Mstep: Class 7 contains 23601 members 
Mstep: Class 8 contains 8543 members 
Mstep: Class 9 contains 5701 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 13 contains 10666 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 4129 members 
Mstep: Class 16 contains 15568 members 
Mstep: Class 17 contains 7516 members 
Mstep: Class 18 contains 43358 members 
Mstep: Class 19 contains 26967 members 
Mstep: Class 20 contains 6978 members 
Mstep: Class 21 contains 19633 members 
Mstep: Class 22 contains 13915 members 
Mstep: Class 23 contains 24371 members 
Mstep: Class 24 contains 13746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35600564.000000 Penalty: 69181.398438
Iteration 10F: 23 clusters Score -3.560056e+07 nChanged 14272
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5628 members 
Mstep: Class 3 contains 32237 members 
Mstep: Class 4 contains 15308 members 
Mstep: Class 5 contains 17017 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 8988 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 5675 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 13 contains 10505 members 
Mstep: Class 14 contains 11441 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 16130 members 
Mstep: Class 17 contains 8013 members 
Mstep: Class 18 contains 43297 members 
Mstep: Class 19 contains 26283 members 
Mstep: Class 20 contains 7651 members 
Mstep: Class 21 contains 19245 members 
Mstep: Class 22 contains 15337 members 
Mstep: Class 23 contains 23905 members 
Mstep: Class 24 contains 13165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35609112.000000 Penalty: 69181.398438
Iteration 11Q: 23 clusters Score -3.560911e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5617 members 
Mstep: Class 3 contains 32590 members 
Mstep: Class 4 contains 15278 members 
Mstep: Class 5 contains 16532 members 
Mstep: Class 7 contains 21362 members 
Mstep: Class 8 contains 9302 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 13 contains 10360 members 
Mstep: Class 14 contains 11551 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 16304 members 
Mstep: Class 17 contains 8396 members 
Mstep: Class 18 contains 42979 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 8403 members 
Mstep: Class 21 contains 18891 members 
Mstep: Class 22 contains 16811 members 
Mstep: Class 23 contains 23490 members 
Mstep: Class 24 contains 12729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35615964.000000 Penalty: 69181.398438
Iteration 12Q: 23 clusters Score -3.561596e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 32932 members 
Mstep: Class 4 contains 15264 members 
Mstep: Class 5 contains 16267 members 
Mstep: Class 7 contains 20720 members 
Mstep: Class 8 contains 9512 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 5834 members 
Mstep: Class 11 contains 6472 members 
Mstep: Class 13 contains 10262 members 
Mstep: Class 14 contains 11652 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 16226 members 
Mstep: Class 17 contains 8730 members 
Mstep: Class 18 contains 42484 members 
Mstep: Class 19 contains 25102 members 
Mstep: Class 20 contains 9196 members 
Mstep: Class 21 contains 18595 members 
Mstep: Class 22 contains 18227 members 
Mstep: Class 23 contains 23119 members 
Mstep: Class 24 contains 12312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35622100.000000 Penalty: 69181.398438
Iteration 13Q: 23 clusters Score -3.56221e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 33321 members 
Mstep: Class 4 contains 15235 members 
Mstep: Class 5 contains 16009 members 
Mstep: Class 7 contains 20611 members 
Mstep: Class 8 contains 9669 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 13 contains 10196 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 16060 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 41866 members 
Mstep: Class 19 contains 24348 members 
Mstep: Class 20 contains 10021 members 
Mstep: Class 21 contains 18280 members 
Mstep: Class 22 contains 19543 members 
Mstep: Class 23 contains 22696 members 
Mstep: Class 24 contains 11890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35628096.000000 Penalty: 69181.398438
Iteration 14Q: 23 clusters Score -3.56281e+07 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5530 members 
Mstep: Class 3 contains 33817 members 
Mstep: Class 4 contains 15202 members 
Mstep: Class 5 contains 15648 members 
Mstep: Class 7 contains 21019 members 
Mstep: Class 8 contains 9749 members 
Mstep: Class 9 contains 4652 members 
Mstep: Class 10 contains 5744 members 
Mstep: Class 11 contains 6735 members 
Mstep: Class 13 contains 10171 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 15799 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 41121 members 
Mstep: Class 19 contains 23382 members 
Mstep: Class 20 contains 10849 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 20876 members 
Mstep: Class 23 contains 22244 members 
Mstep: Class 24 contains 11446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35635024.000000 Penalty: 69181.398438
Iteration 15Q: 23 clusters Score -3.563502e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5514 members 
Mstep: Class 3 contains 34344 members 
Mstep: Class 4 contains 15184 members 
Mstep: Class 5 contains 15200 members 
Mstep: Class 7 contains 21774 members 
Mstep: Class 8 contains 9747 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 5630 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 13 contains 10155 members 
Mstep: Class 14 contains 12136 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 15442 members 
Mstep: Class 17 contains 9296 members 
Mstep: Class 18 contains 40319 members 
Mstep: Class 19 contains 22446 members 
Mstep: Class 20 contains 11699 members 
Mstep: Class 21 contains 17494 members 
Mstep: Class 22 contains 22180 members 
Mstep: Class 23 contains 21741 members 
Mstep: Class 24 contains 11028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35643136.000000 Penalty: 69181.398438
Iteration 16Q: 23 clusters Score -3.564314e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5503 members 
Mstep: Class 3 contains 34870 members 
Mstep: Class 4 contains 15173 members 
Mstep: Class 5 contains 14715 members 
Mstep: Class 7 contains 22589 members 
Mstep: Class 8 contains 9703 members 
Mstep: Class 9 contains 4510 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 7191 members 
Mstep: Class 13 contains 10187 members 
Mstep: Class 14 contains 12283 members 
Mstep: Class 15 contains 5622 members 
Mstep: Class 16 contains 14991 members 
Mstep: Class 17 contains 9396 members 
Mstep: Class 18 contains 39485 members 
Mstep: Class 19 contains 22046 members 
Mstep: Class 20 contains 12398 members 
Mstep: Class 21 contains 16978 members 
Mstep: Class 22 contains 23400 members 
Mstep: Class 23 contains 21092 members 
Mstep: Class 24 contains 10692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35652796.000000 Penalty: 69181.398438
Iteration 17Q: 23 clusters Score -3.56528e+07 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5488 members 
Mstep: Class 3 contains 35345 members 
Mstep: Class 4 contains 15161 members 
Mstep: Class 5 contains 14305 members 
Mstep: Class 7 contains 23617 members 
Mstep: Class 8 contains 9673 members 
Mstep: Class 9 contains 4460 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 13 contains 10225 members 
Mstep: Class 14 contains 12399 members 
Mstep: Class 15 contains 5758 members 
Mstep: Class 16 contains 14434 members 
Mstep: Class 17 contains 9462 members 
Mstep: Class 18 contains 38443 members 
Mstep: Class 19 contains 22136 members 
Mstep: Class 20 contains 12885 members 
Mstep: Class 21 contains 16430 members 
Mstep: Class 22 contains 24581 members 
Mstep: Class 23 contains 20382 members 
Mstep: Class 24 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35661420.000000 Penalty: 69181.398438
Iteration 18Q: 23 clusters Score -3.566142e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5473 members 
Mstep: Class 3 contains 35709 members 
Mstep: Class 4 contains 15151 members 
Mstep: Class 5 contains 14050 members 
Mstep: Class 7 contains 24851 members 
Mstep: Class 8 contains 9590 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 11 contains 7634 members 
Mstep: Class 13 contains 10292 members 
Mstep: Class 14 contains 12390 members 
Mstep: Class 15 contains 5887 members 
Mstep: Class 16 contains 13874 members 
Mstep: Class 17 contains 9524 members 
Mstep: Class 18 contains 37301 members 
Mstep: Class 19 contains 22210 members 
Mstep: Class 20 contains 13209 members 
Mstep: Class 21 contains 15994 members 
Mstep: Class 22 contains 25607 members 
Mstep: Class 23 contains 19814 members 
Mstep: Class 24 contains 10151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35665600.000000 Penalty: 69181.398438
Iteration 19Q: 23 clusters Score -3.56656e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5461 members 
Mstep: Class 3 contains 35976 members 
Mstep: Class 4 contains 15138 members 
Mstep: Class 5 contains 13845 members 
Mstep: Class 7 contains 25965 members 
Mstep: Class 8 contains 9529 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 7831 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 12444 members 
Mstep: Class 15 contains 5986 members 
Mstep: Class 16 contains 13372 members 
Mstep: Class 17 contains 9574 members 
Mstep: Class 18 contains 36186 members 
Mstep: Class 19 contains 22087 members 
Mstep: Class 20 contains 13467 members 
Mstep: Class 21 contains 15647 members 
Mstep: Class 22 contains 26503 members 
Mstep: Class 23 contains 19493 members 
Mstep: Class 24 contains 9979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35668492.000000 Penalty: 69181.398438
Iteration 20F: 23 clusters Score -3.566849e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5453 members 
Mstep: Class 3 contains 36162 members 
Mstep: Class 4 contains 15123 members 
Mstep: Class 5 contains 13569 members 
Mstep: Class 7 contains 26942 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 4402 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 13 contains 10448 members 
Mstep: Class 14 contains 12483 members 
Mstep: Class 15 contains 6070 members 
Mstep: Class 16 contains 12967 members 
Mstep: Class 17 contains 9612 members 
Mstep: Class 18 contains 35158 members 
Mstep: Class 19 contains 22081 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 15269 members 
Mstep: Class 22 contains 27283 members 
Mstep: Class 23 contains 19307 members 
Mstep: Class 24 contains 9856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35670980.000000 Penalty: 69181.398438
Iteration 21Q: 23 clusters Score -3.567098e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5448 members 
Mstep: Class 3 contains 36305 members 
Mstep: Class 4 contains 15116 members 
Mstep: Class 5 contains 13333 members 
Mstep: Class 7 contains 27712 members 
Mstep: Class 8 contains 9408 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 8187 members 
Mstep: Class 13 contains 10520 members 
Mstep: Class 14 contains 12533 members 
Mstep: Class 15 contains 6140 members 
Mstep: Class 16 contains 12614 members 
Mstep: Class 17 contains 9609 members 
Mstep: Class 18 contains 34255 members 
Mstep: Class 19 contains 21973 members 
Mstep: Class 20 contains 13976 members 
Mstep: Class 21 contains 14917 members 
Mstep: Class 22 contains 28010 members 
Mstep: Class 23 contains 19247 members 
Mstep: Class 24 contains 9779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35673444.000000 Penalty: 69181.398438
Iteration 22Q: 23 clusters Score -3.567344e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5440 members 
Mstep: Class 3 contains 36393 members 
Mstep: Class 4 contains 15110 members 
Mstep: Class 5 contains 13110 members 
Mstep: Class 7 contains 28398 members 
Mstep: Class 8 contains 9343 members 
Mstep: Class 9 contains 4378 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 8395 members 
Mstep: Class 13 contains 10604 members 
Mstep: Class 14 contains 12631 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 12261 members 
Mstep: Class 17 contains 9634 members 
Mstep: Class 18 contains 33463 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 14245 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 28602 members 
Mstep: Class 23 contains 19114 members 
Mstep: Class 24 contains 9729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35675428.000000 Penalty: 69181.398438
Iteration 23Q: 23 clusters Score -3.567543e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 36444 members 
Mstep: Class 4 contains 15101 members 
Mstep: Class 5 contains 12931 members 
Mstep: Class 7 contains 28988 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 8615 members 
Mstep: Class 13 contains 10698 members 
Mstep: Class 14 contains 12690 members 
Mstep: Class 15 contains 6296 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 9644 members 
Mstep: Class 18 contains 32792 members 
Mstep: Class 19 contains 21618 members 
Mstep: Class 20 contains 14514 members 
Mstep: Class 21 contains 14489 members 
Mstep: Class 22 contains 29101 members 
Mstep: Class 23 contains 18958 members 
Mstep: Class 24 contains 9706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35676860.000000 Penalty: 69181.398438
Iteration 24Q: 23 clusters Score -3.567686e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 3 contains 36501 members 
Mstep: Class 4 contains 15099 members 
Mstep: Class 5 contains 12842 members 
Mstep: Class 7 contains 29469 members 
Mstep: Class 8 contains 9189 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 13 contains 10761 members 
Mstep: Class 14 contains 12775 members 
Mstep: Class 15 contains 6386 members 
Mstep: Class 16 contains 11648 members 
Mstep: Class 17 contains 9636 members 
Mstep: Class 18 contains 32224 members 
Mstep: Class 19 contains 21339 members 
Mstep: Class 20 contains 14781 members 
Mstep: Class 21 contains 14394 members 
Mstep: Class 22 contains 29484 members 
Mstep: Class 23 contains 18789 members 
Mstep: Class 24 contains 9683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35678252.000000 Penalty: 69181.398438
Iteration 25Q: 23 clusters Score -3.567825e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5430 members 
Mstep: Class 3 contains 36546 members 
Mstep: Class 4 contains 15095 members 
Mstep: Class 5 contains 12759 members 
Mstep: Class 7 contains 29855 members 
Mstep: Class 8 contains 9122 members 
Mstep: Class 9 contains 4371 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 9134 members 
Mstep: Class 13 contains 10872 members 
Mstep: Class 14 contains 12854 members 
Mstep: Class 15 contains 6435 members 
Mstep: Class 16 contains 11360 members 
Mstep: Class 17 contains 9629 members 
Mstep: Class 18 contains 31737 members 
Mstep: Class 19 contains 21018 members 
Mstep: Class 20 contains 15072 members 
Mstep: Class 21 contains 14303 members 
Mstep: Class 22 contains 29849 members 
Mstep: Class 23 contains 18633 members 
Mstep: Class 24 contains 9665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35679820.000000 Penalty: 69181.398438
Iteration 26Q: 23 clusters Score -3.567982e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 36569 members 
Mstep: Class 4 contains 15094 members 
Mstep: Class 5 contains 12732 members 
Mstep: Class 7 contains 30173 members 
Mstep: Class 8 contains 9054 members 
Mstep: Class 9 contains 4372 members 
Mstep: Class 10 contains 4503 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 13 contains 10988 members 
Mstep: Class 14 contains 12931 members 
Mstep: Class 15 contains 6450 members 
Mstep: Class 16 contains 11091 members 
Mstep: Class 17 contains 9632 members 
Mstep: Class 18 contains 31311 members 
Mstep: Class 19 contains 20687 members 
Mstep: Class 20 contains 15319 members 
Mstep: Class 21 contains 14272 members 
Mstep: Class 22 contains 30145 members 
Mstep: Class 23 contains 18511 members 
Mstep: Class 24 contains 9648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35680888.000000 Penalty: 69181.398438
Iteration 27Q: 23 clusters Score -3.568089e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5425 members 
Mstep: Class 3 contains 36541 members 
Mstep: Class 4 contains 15089 members 
Mstep: Class 5 contains 12718 members 
Mstep: Class 7 contains 30462 members 
Mstep: Class 8 contains 8966 members 
Mstep: Class 9 contains 4380 members 
Mstep: Class 10 contains 4442 members 
Mstep: Class 11 contains 9645 members 
Mstep: Class 13 contains 11104 members 
Mstep: Class 14 contains 13030 members 
Mstep: Class 15 contains 6462 members 
Mstep: Class 16 contains 10832 members 
Mstep: Class 17 contains 9625 members 
Mstep: Class 18 contains 30952 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 15586 members 
Mstep: Class 21 contains 14263 members 
Mstep: Class 22 contains 30403 members 
Mstep: Class 23 contains 18426 members 
Mstep: Class 24 contains 9639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35682004.000000 Penalty: 69181.398438
Iteration 28Q: 23 clusters Score -3.5682e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 36494 members 
Mstep: Class 4 contains 15084 members 
Mstep: Class 5 contains 12688 members 
Mstep: Class 7 contains 30692 members 
Mstep: Class 8 contains 8881 members 
Mstep: Class 9 contains 4388 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 9839 members 
Mstep: Class 13 contains 11258 members 
Mstep: Class 14 contains 13146 members 
Mstep: Class 15 contains 6499 members 
Mstep: Class 16 contains 10584 members 
Mstep: Class 17 contains 9613 members 
Mstep: Class 18 contains 30666 members 
Mstep: Class 19 contains 19901 members 
Mstep: Class 20 contains 15876 members 
Mstep: Class 21 contains 14234 members 
Mstep: Class 22 contains 30661 members 
Mstep: Class 23 contains 18367 members 
Mstep: Class 24 contains 9622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35683148.000000 Penalty: 69181.398438
Iteration 29Q: 23 clusters Score -3.568315e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5417 members 
Mstep: Class 3 contains 36456 members 
Mstep: Class 4 contains 15077 members 
Mstep: Class 5 contains 12657 members 
Mstep: Class 7 contains 30954 members 
Mstep: Class 8 contains 8793 members 
Mstep: Class 9 contains 4395 members 
Mstep: Class 10 contains 4353 members 
Mstep: Class 11 contains 10050 members 
Mstep: Class 13 contains 11377 members 
Mstep: Class 14 contains 13280 members 
Mstep: Class 15 contains 6533 members 
Mstep: Class 16 contains 10353 members 
Mstep: Class 17 contains 9608 members 
Mstep: Class 18 contains 30367 members 
Mstep: Class 19 contains 19466 members 
Mstep: Class 20 contains 16121 members 
Mstep: Class 21 contains 14223 members 
Mstep: Class 22 contains 30890 members 
Mstep: Class 23 contains 18337 members 
Mstep: Class 24 contains 9606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684060.000000 Penalty: 69181.398438
Iteration 30Q: 23 clusters Score -3.568406e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 36437 members 
Mstep: Class 4 contains 15067 members 
Mstep: Class 5 contains 12621 members 
Mstep: Class 7 contains 31176 members 
Mstep: Class 8 contains 8723 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 10 contains 4315 members 
Mstep: Class 11 contains 10268 members 
Mstep: Class 13 contains 11474 members 
Mstep: Class 14 contains 13398 members 
Mstep: Class 15 contains 6535 members 
Mstep: Class 16 contains 10163 members 
Mstep: Class 17 contains 9612 members 
Mstep: Class 18 contains 30069 members 
Mstep: Class 19 contains 19013 members 
Mstep: Class 20 contains 16360 members 
Mstep: Class 21 contains 14255 members 
Mstep: Class 22 contains 31083 members 
Mstep: Class 23 contains 18328 members 
Mstep: Class 24 contains 9597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35684956.000000 Penalty: 69181.398438
Iteration 31Q: 23 clusters Score -3.568496e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 36443 members 
Mstep: Class 4 contains 15059 members 
Mstep: Class 5 contains 12587 members 
Mstep: Class 7 contains 31372 members 
Mstep: Class 8 contains 8636 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 4284 members 
Mstep: Class 11 contains 10461 members 
Mstep: Class 13 contains 11607 members 
Mstep: Class 14 contains 13522 members 
Mstep: Class 15 contains 6507 members 
Mstep: Class 16 contains 10016 members 
Mstep: Class 17 contains 9614 members 
Mstep: Class 18 contains 29774 members 
Mstep: Class 19 contains 18584 members 
Mstep: Class 20 contains 16557 members 
Mstep: Class 21 contains 14291 members 
Mstep: Class 22 contains 31264 members 
Mstep: Class 23 contains 18315 members 
Mstep: Class 24 contains 9592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35685800.000000 Penalty: 69181.398438
Iteration 32Q: 23 clusters Score -3.56858e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5410 members 
Mstep: Class 3 contains 36428 members 
Mstep: Class 4 contains 15036 members 
Mstep: Class 5 contains 12542 members 
Mstep: Class 7 contains 31550 members 
Mstep: Class 8 contains 8559 members 
Mstep: Class 9 contains 4413 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 10630 members 
Mstep: Class 13 contains 11695 members 
Mstep: Class 14 contains 13635 members 
Mstep: Class 15 contains 6501 members 
Mstep: Class 16 contains 9866 members 
Mstep: Class 17 contains 9629 members 
Mstep: Class 18 contains 29510 members 
Mstep: Class 19 contains 18157 members 
Mstep: Class 20 contains 16814 members 
Mstep: Class 21 contains 14332 members 
Mstep: Class 22 contains 31430 members 
Mstep: Class 23 contains 18315 members 
Mstep: Class 24 contains 9589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35686720.000000 Penalty: 69181.398438
Iteration 33Q: 23 clusters Score -3.568672e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5408 members 
Mstep: Class 3 contains 36405 members 
Mstep: Class 4 contains 15021 members 
Mstep: Class 5 contains 12453 members 
Mstep: Class 7 contains 31744 members 
Mstep: Class 8 contains 8478 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 4260 members 
Mstep: Class 11 contains 10763 members 
Mstep: Class 13 contains 11775 members 
Mstep: Class 14 contains 13798 members 
Mstep: Class 15 contains 6492 members 
Mstep: Class 16 contains 9759 members 
Mstep: Class 17 contains 9650 members 
Mstep: Class 18 contains 29212 members 
Mstep: Class 19 contains 17763 members 
Mstep: Class 20 contains 17040 members 
Mstep: Class 21 contains 14390 members 
Mstep: Class 22 contains 31569 members 
Mstep: Class 23 contains 18304 members 
Mstep: Class 24 contains 9593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687204.000000 Penalty: 69181.398438
Iteration 34Q: 23 clusters Score -3.56872e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 36380 members 
Mstep: Class 4 contains 15006 members 
Mstep: Class 5 contains 12359 members 
Mstep: Class 7 contains 31913 members 
Mstep: Class 8 contains 8411 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 4263 members 
Mstep: Class 11 contains 10885 members 
Mstep: Class 13 contains 11834 members 
Mstep: Class 14 contains 13945 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 9659 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 18 contains 28952 members 
Mstep: Class 19 contains 17442 members 
Mstep: Class 20 contains 17242 members 
Mstep: Class 21 contains 14462 members 
Mstep: Class 22 contains 31736 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 9588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35687720.000000 Penalty: 69181.398438
Iteration 35Q: 23 clusters Score -3.568772e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 36392 members 
Mstep: Class 4 contains 14997 members 
Mstep: Class 5 contains 12269 members 
Mstep: Class 7 contains 32064 members 
Mstep: Class 8 contains 8348 members 
Mstep: Class 9 contains 4440 members 
Mstep: Class 10 contains 4263 members 
Mstep: Class 11 contains 10996 members 
Mstep: Class 13 contains 11889 members 
Mstep: Class 14 contains 14013 members 
Mstep: Class 15 contains 6518 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 9684 members 
Mstep: Class 18 contains 28741 members 
Mstep: Class 19 contains 17175 members 
Mstep: Class 20 contains 17426 members 
Mstep: Class 21 contains 14526 members 
Mstep: Class 22 contains 31827 members 
Mstep: Class 23 contains 18169 members 
Mstep: Class 24 contains 9587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35688332.000000 Penalty: 69181.398438
Iteration 36Q: 23 clusters Score -3.568833e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 36410 members 
Mstep: Class 4 contains 14995 members 
Mstep: Class 5 contains 12192 members 
Mstep: Class 7 contains 32185 members 
Mstep: Class 8 contains 8283 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 4259 members 
Mstep: Class 11 contains 11110 members 
Mstep: Class 13 contains 11951 members 
Mstep: Class 14 contains 14087 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 9524 members 
Mstep: Class 17 contains 9695 members 
Mstep: Class 18 contains 28553 members 
Mstep: Class 19 contains 16955 members 
Mstep: Class 20 contains 17553 members 
Mstep: Class 21 contains 14588 members 
Mstep: Class 22 contains 31917 members 
Mstep: Class 23 contains 18078 members 
Mstep: Class 24 contains 9587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35688672.000000 Penalty: 69181.398438
Iteration 37Q: 23 clusters Score -3.568867e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 36439 members 
Mstep: Class 4 contains 14991 members 
Mstep: Class 5 contains 12123 members 
Mstep: Class 7 contains 32277 members 
Mstep: Class 8 contains 8217 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 13 contains 12014 members 
Mstep: Class 14 contains 14114 members 
Mstep: Class 15 contains 6514 members 
Mstep: Class 16 contains 9481 members 
Mstep: Class 17 contains 9708 members 
Mstep: Class 18 contains 28393 members 
Mstep: Class 19 contains 16804 members 
Mstep: Class 20 contains 17668 members 
Mstep: Class 21 contains 14631 members 
Mstep: Class 22 contains 32037 members 
Mstep: Class 23 contains 17944 members 
Mstep: Class 24 contains 9588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35688932.000000 Penalty: 69181.398438
Iteration 38Q: 23 clusters Score -3.568893e+07 nChanged 1503
Entering ConstructFrom: 
Score: -35688932.000000 Penalty: 69181.398438
Entering ConstructFrom: 
Trying to split cluster 1 (2884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Entering Unmasked Estep 
Score: -311665.875000 Penalty: 1975.799438
	Iteration 0F: 2 clusters Score -311665.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -308561.375000 Penalty: 3951.598877
	Iteration 0F: 3 clusters Score -308561.4 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -309364.562500 Penalty: 3951.598877
	Iteration 1F: 3 clusters Score -309364.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -309780.187500 Penalty: 3951.598877
	Iteration 2F: 3 clusters Score -309780.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -310190.843750 Penalty: 3951.598877
	Iteration 3F: 3 clusters Score -310190.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -310527.718750 Penalty: 3951.598877
	Iteration 4F: 3 clusters Score -310527.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -310764.718750 Penalty: 3951.598877
	Iteration 5F: 3 clusters Score -310764.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -310873.156250 Penalty: 3951.598877
	Iteration 6Q: 3 clusters Score -310873.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -310927.281250 Penalty: 3951.598877
	Iteration 7Q: 3 clusters Score -310927.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -310958.750000 Penalty: 3951.598877
	Iteration 8Q: 3 clusters Score -310958.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -311003.375000 Penalty: 3951.598877
	Iteration 9Q: 3 clusters Score -311003.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -311019.406250 Penalty: 3951.598877
	Iteration 10Q: 3 clusters Score -311019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -311023.812500 Penalty: 3951.598877
	Iteration 11Q: 3 clusters Score -311023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -311026.906250 Penalty: 3951.598877
	Iteration 12Q: 3 clusters Score -311026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -311030.375000 Penalty: 3951.598877
	Iteration 13Q: 3 clusters Score -311030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -311034.562500 Penalty: 3951.598877
	Iteration 14Q: 3 clusters Score -311034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -311036.406250 Penalty: 3951.598877
	Iteration 15Q: 3 clusters Score -311036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -311038.500000 Penalty: 3951.598877
	Iteration 16Q: 3 clusters Score -311038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -311040.718750 Penalty: 3951.598877
	Iteration 17Q: 3 clusters Score -311040.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -311041.968750 Penalty: 3951.598877
	Iteration 18Q: 3 clusters Score -311042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -311042.687500 Penalty: 3951.598877
	Iteration 19Q: 3 clusters Score -311042.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -311042.687500 Penalty: 3951.598877
	Iteration 20F: 3 clusters Score -311042.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Entering Unmasked Estep 
Score: -649446.062500 Penalty: 2131.442139
	Iteration 0F: 2 clusters Score -649446.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -644637.187500 Penalty: 4262.884277
	Iteration 0F: 3 clusters Score -644637.2 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -645861.875000 Penalty: 4262.884277
	Iteration 1F: 3 clusters Score -645861.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -646130.437500 Penalty: 4262.884277
	Iteration 2F: 3 clusters Score -646130.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -646320.500000 Penalty: 4262.884277
	Iteration 3F: 3 clusters Score -646320.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -646491.437500 Penalty: 4262.884277
	Iteration 4Q: 3 clusters Score -646491.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -646662.125000 Penalty: 4262.884277
	Iteration 5Q: 3 clusters Score -646662.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -646833.875000 Penalty: 4262.884277
	Iteration 6Q: 3 clusters Score -646833.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -646996.562500 Penalty: 4262.884277
	Iteration 7Q: 3 clusters Score -646996.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -647159.562500 Penalty: 4262.884277
	Iteration 8Q: 3 clusters Score -647159.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -647340.687500 Penalty: 4262.884277
	Iteration 9Q: 3 clusters Score -647340.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -647491.125000 Penalty: 4262.884277
	Iteration 10Q: 3 clusters Score -647491.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -647607.125000 Penalty: 4262.884277
	Iteration 11Q: 3 clusters Score -647607.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -647676.312500 Penalty: 4262.884277
	Iteration 12Q: 3 clusters Score -647676.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -647722.812500 Penalty: 4262.884277
	Iteration 13Q: 3 clusters Score -647722.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -647750.750000 Penalty: 4262.884277
	Iteration 14Q: 3 clusters Score -647750.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -647773.062500 Penalty: 4262.884277
	Iteration 15Q: 3 clusters Score -647773.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -647795.250000 Penalty: 4262.884277
	Iteration 16Q: 3 clusters Score -647795.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -647810.937500 Penalty: 4262.884277
	Iteration 17Q: 3 clusters Score -647810.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -647818.500000 Penalty: 4262.884277
	Iteration 18Q: 3 clusters Score -647818.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -647824.250000 Penalty: 4262.884277
	Iteration 19Q: 3 clusters Score -647824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -647825.375000 Penalty: 4262.884277
	Iteration 20F: 3 clusters Score -647825.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -647830.312500 Penalty: 4262.884277
	Iteration 21Q: 3 clusters Score -647830.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -647837.375000 Penalty: 4262.884277
	Iteration 22Q: 3 clusters Score -647837.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -647842.812500 Penalty: 4262.884277
	Iteration 23Q: 3 clusters Score -647842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -647850.937500 Penalty: 4262.884277
	Iteration 24Q: 3 clusters Score -647850.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -647856.562500 Penalty: 4262.884277
	Iteration 25Q: 3 clusters Score -647856.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -647863.750000 Penalty: 4262.884277
	Iteration 26Q: 3 clusters Score -647863.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -647869.437500 Penalty: 4262.884277
	Iteration 27Q: 3 clusters Score -647869.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -647874.312500 Penalty: 4262.884277
	Iteration 28Q: 3 clusters Score -647874.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -647881.750000 Penalty: 4262.884277
	Iteration 29Q: 3 clusters Score -647881.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -647887.687500 Penalty: 4262.884277
	Iteration 30Q: 3 clusters Score -647887.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -647892.812500 Penalty: 4262.884277
	Iteration 31Q: 3 clusters Score -647892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -647892.562500 Penalty: 4262.884277
	Iteration 32Q: 3 clusters Score -647892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -647892.687500 Penalty: 4262.884277
	Iteration 33Q: 3 clusters Score -647892.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -647894.062500 Penalty: 4262.884277
	Iteration 34Q: 3 clusters Score -647894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -647895.375000 Penalty: 4262.884277
	Iteration 35Q: 3 clusters Score -647895.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -647896.750000 Penalty: 4262.884277
	Iteration 36Q: 3 clusters Score -647896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -647899.937500 Penalty: 4262.884277
	Iteration 37Q: 3 clusters Score -647899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -647902.000000 Penalty: 4262.884277
	Iteration 38Q: 3 clusters Score -647902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -647903.625000 Penalty: 4262.884277
	Iteration 39Q: 3 clusters Score -647903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -647903.187500 Penalty: 4262.884277
	Iteration 40F: 3 clusters Score -647903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -647903.812500 Penalty: 4262.884277
	Iteration 41Q: 3 clusters Score -647903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -647904.375000 Penalty: 4262.884277
	Iteration 42Q: 3 clusters Score -647904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -647904.500000 Penalty: 4262.884277
	Iteration 43Q: 3 clusters Score -647904.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -647906.187500 Penalty: 4262.884277
	Iteration 44Q: 3 clusters Score -647906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -647905.375000 Penalty: 4262.884277
	Iteration 45Q: 3 clusters Score -647905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -647906.625000 Penalty: 4262.884277
	Iteration 46Q: 3 clusters Score -647906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -647907.000000 Penalty: 4262.884277
	Iteration 47Q: 3 clusters Score -647907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -647908.437500 Penalty: 4262.884277
	Iteration 48Q: 3 clusters Score -647908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -647908.500000 Penalty: 4262.884277
	Iteration 49Q: 3 clusters Score -647908.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -647910.437500 Penalty: 4262.884277
	Iteration 50Q: 3 clusters Score -647910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -647910.062500 Penalty: 4262.884277
	Iteration 51Q: 3 clusters Score -647910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -647911.500000 Penalty: 4262.884277
	Iteration 52Q: 3 clusters Score -647911.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -647910.687500 Penalty: 4262.884277
	Iteration 53Q: 3 clusters Score -647910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -647910.687500 Penalty: 4262.884277
	Iteration 54F: 3 clusters Score -647910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Entering Unmasked Estep 
Score: -4368161.000000 Penalty: 2605.079834
	Iteration 0F: 2 clusters Score -4368161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -4343280.000000 Penalty: 5210.159668
	Iteration 0F: 3 clusters Score -4343280 nChanged 16750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -4352997.500000 Penalty: 5210.159668
	Iteration 1F: 3 clusters Score -4352998 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -4354164.500000 Penalty: 5210.159668
	Iteration 2F: 3 clusters Score -4354164 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -4355465.500000 Penalty: 5210.159668
	Iteration 3F: 3 clusters Score -4355466 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4356895.000000 Penalty: 5210.159668
	Iteration 4F: 3 clusters Score -4356895 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4358493.000000 Penalty: 5210.159668
	Iteration 5F: 3 clusters Score -4358493 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4360205.000000 Penalty: 5210.159668
	Iteration 6F: 3 clusters Score -4360205 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4361817.000000 Penalty: 5210.159668
	Iteration 7F: 3 clusters Score -4361817 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -4363377.000000 Penalty: 5210.159668
	Iteration 8F: 3 clusters Score -4363377 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4364989.000000 Penalty: 5210.159668
	Iteration 9F: 3 clusters Score -4364989 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -4366562.000000 Penalty: 5210.159668
	Iteration 10Q: 3 clusters Score -4366562 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -4367976.000000 Penalty: 5210.159668
	Iteration 11Q: 3 clusters Score -4367976 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -4369054.500000 Penalty: 5210.159668
	Iteration 12Q: 3 clusters Score -4369054 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4369740.500000 Penalty: 5210.159668
	Iteration 13Q: 3 clusters Score -4369740 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -4370167.000000 Penalty: 5210.159668
	Iteration 14Q: 3 clusters Score -4370167 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -4370461.000000 Penalty: 5210.159668
	Iteration 15Q: 3 clusters Score -4370461 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4370660.000000 Penalty: 5210.159668
	Iteration 16Q: 3 clusters Score -4370660 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -4370808.500000 Penalty: 5210.159668
	Iteration 17Q: 3 clusters Score -4370808 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -4370904.500000 Penalty: 5210.159668
	Iteration 18Q: 3 clusters Score -4370904 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4370939.500000 Penalty: 5210.159668
	Iteration 19Q: 3 clusters Score -4370940 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4370957.500000 Penalty: 5210.159668
	Iteration 20F: 3 clusters Score -4370958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -4370988.500000 Penalty: 5210.159668
	Iteration 21Q: 3 clusters Score -4370988 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4370993.500000 Penalty: 5210.159668
	Iteration 22Q: 3 clusters Score -4370994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -4371005.000000 Penalty: 5210.159668
	Iteration 23Q: 3 clusters Score -4371005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4371003.500000 Penalty: 5210.159668
	Iteration 24Q: 3 clusters Score -4371004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -4371005.500000 Penalty: 5210.159668
	Iteration 25Q: 3 clusters Score -4371006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4370999.000000 Penalty: 5210.159668
	Iteration 26Q: 3 clusters Score -4370999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -4371000.500000 Penalty: 5210.159668
	Iteration 27Q: 3 clusters Score -4371000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4370991.500000 Penalty: 5210.159668
	Iteration 28Q: 3 clusters Score -4370992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -4370993.500000 Penalty: 5210.159668
	Iteration 29Q: 3 clusters Score -4370994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -4370992.500000 Penalty: 5210.159668
	Iteration 30Q: 3 clusters Score -4370992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -4370992.500000 Penalty: 5210.159668
	Iteration 31F: 3 clusters Score -4370992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 6 contains 22736 members 
Mstep: Class 7 contains 32355 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 28257 members 
Mstep: Class 19 contains 16656 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 32151 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 9587 members 
Entering Unmasked Estep 
Score: -35691272.000000 Penalty: 72326.007812
Splitting cluster 3 changes total score from -35688932.000000 to -35691272.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (14985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Entering Unmasked Estep 
Score: -1809416.750000 Penalty: 2384.471680
	Iteration 0F: 2 clusters Score -1809417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1798485.750000 Penalty: 4768.943359
	Iteration 0F: 3 clusters Score -1798486 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1802118.750000 Penalty: 4768.943359
	Iteration 1F: 3 clusters Score -1802119 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1802800.750000 Penalty: 4768.943359
	Iteration 2F: 3 clusters Score -1802801 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1803683.500000 Penalty: 4768.943359
	Iteration 3F: 3 clusters Score -1803684 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1804770.750000 Penalty: 4768.943359
	Iteration 4F: 3 clusters Score -1804771 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1805814.375000 Penalty: 4768.943359
	Iteration 5F: 3 clusters Score -1805814 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1806636.500000 Penalty: 4768.943359
	Iteration 6F: 3 clusters Score -1806636 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1807299.125000 Penalty: 4768.943359
	Iteration 7F: 3 clusters Score -1807299 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1807795.125000 Penalty: 4768.943359
	Iteration 8Q: 3 clusters Score -1807795 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1808159.000000 Penalty: 4768.943359
	Iteration 9Q: 3 clusters Score -1808159 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1808394.875000 Penalty: 4768.943359
	Iteration 10Q: 3 clusters Score -1808395 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1808579.000000 Penalty: 4768.943359
	Iteration 11Q: 3 clusters Score -1808579 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1808733.125000 Penalty: 4768.943359
	Iteration 12Q: 3 clusters Score -1808733 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1808817.125000 Penalty: 4768.943359
	Iteration 13Q: 3 clusters Score -1808817 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1808880.625000 Penalty: 4768.943359
	Iteration 14Q: 3 clusters Score -1808881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1808904.375000 Penalty: 4768.943359
	Iteration 15Q: 3 clusters Score -1808904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1808916.625000 Penalty: 4768.943359
	Iteration 16Q: 3 clusters Score -1808917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1808925.750000 Penalty: 4768.943359
	Iteration 17Q: 3 clusters Score -1808926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1808933.500000 Penalty: 4768.943359
	Iteration 18Q: 3 clusters Score -1808934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1808938.000000 Penalty: 4768.943359
	Iteration 19Q: 3 clusters Score -1808938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1808937.250000 Penalty: 4768.943359
	Iteration 20F: 3 clusters Score -1808937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1808940.750000 Penalty: 4768.943359
	Iteration 21Q: 3 clusters Score -1808941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1808948.250000 Penalty: 4768.943359
	Iteration 22Q: 3 clusters Score -1808948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1808951.875000 Penalty: 4768.943359
	Iteration 23Q: 3 clusters Score -1808952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1808954.000000 Penalty: 4768.943359
	Iteration 24Q: 3 clusters Score -1808954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1808957.125000 Penalty: 4768.943359
	Iteration 25Q: 3 clusters Score -1808957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1808964.250000 Penalty: 4768.943359
	Iteration 26Q: 3 clusters Score -1808964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1808963.750000 Penalty: 4768.943359
	Iteration 27Q: 3 clusters Score -1808964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1808962.875000 Penalty: 4768.943359
	Iteration 28Q: 3 clusters Score -1808963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1808965.250000 Penalty: 4768.943359
	Iteration 29Q: 3 clusters Score -1808965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1808967.500000 Penalty: 4768.943359
	Iteration 30Q: 3 clusters Score -1808968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1808966.750000 Penalty: 4768.943359
	Iteration 31Q: 3 clusters Score -1808967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1808970.125000 Penalty: 4768.943359
	Iteration 32Q: 3 clusters Score -1808970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1808966.500000 Penalty: 4768.943359
	Iteration 33Q: 3 clusters Score -1808966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1808969.625000 Penalty: 4768.943359
	Iteration 34Q: 3 clusters Score -1808970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1808969.625000 Penalty: 4768.943359
	Iteration 35F: 3 clusters Score -1808970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Entering Unmasked Estep 
Score: -1403879.000000 Penalty: 2330.637695
	Iteration 0F: 2 clusters Score -1403879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1394891.875000 Penalty: 4661.275391
	Iteration 0F: 3 clusters Score -1394892 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1397830.875000 Penalty: 4661.275391
	Iteration 1F: 3 clusters Score -1397831 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1398469.875000 Penalty: 4661.275391
	Iteration 2F: 3 clusters Score -1398470 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1399121.500000 Penalty: 4661.275391
	Iteration 3F: 3 clusters Score -1399122 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1399747.250000 Penalty: 4661.275391
	Iteration 4F: 3 clusters Score -1399747 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1400257.375000 Penalty: 4661.275391
	Iteration 5F: 3 clusters Score -1400257 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1400694.250000 Penalty: 4661.275391
	Iteration 6F: 3 clusters Score -1400694 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1400989.125000 Penalty: 4661.275391
	Iteration 7Q: 3 clusters Score -1400989 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1401190.375000 Penalty: 4661.275391
	Iteration 8Q: 3 clusters Score -1401190 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1401320.625000 Penalty: 4661.275391
	Iteration 9Q: 3 clusters Score -1401321 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1401402.500000 Penalty: 4661.275391
	Iteration 10Q: 3 clusters Score -1401402 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1401463.250000 Penalty: 4661.275391
	Iteration 11Q: 3 clusters Score -1401463 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1401506.000000 Penalty: 4661.275391
	Iteration 12Q: 3 clusters Score -1401506 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1401539.625000 Penalty: 4661.275391
	Iteration 13Q: 3 clusters Score -1401540 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1401562.125000 Penalty: 4661.275391
	Iteration 14Q: 3 clusters Score -1401562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1401583.000000 Penalty: 4661.275391
	Iteration 15Q: 3 clusters Score -1401583 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1401604.875000 Penalty: 4661.275391
	Iteration 16Q: 3 clusters Score -1401605 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1401618.125000 Penalty: 4661.275391
	Iteration 17Q: 3 clusters Score -1401618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1401634.000000 Penalty: 4661.275391
	Iteration 18Q: 3 clusters Score -1401634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1401636.000000 Penalty: 4661.275391
	Iteration 19Q: 3 clusters Score -1401636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1401649.375000 Penalty: 4661.275391
	Iteration 20F: 3 clusters Score -1401649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1401652.625000 Penalty: 4661.275391
	Iteration 21Q: 3 clusters Score -1401653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1401658.500000 Penalty: 4661.275391
	Iteration 22Q: 3 clusters Score -1401658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1401673.000000 Penalty: 4661.275391
	Iteration 23Q: 3 clusters Score -1401673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1401674.625000 Penalty: 4661.275391
	Iteration 24Q: 3 clusters Score -1401675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1401682.625000 Penalty: 4661.275391
	Iteration 25Q: 3 clusters Score -1401683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1401679.375000 Penalty: 4661.275391
	Iteration 26Q: 3 clusters Score -1401679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1401690.375000 Penalty: 4661.275391
	Iteration 27Q: 3 clusters Score -1401690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1401697.875000 Penalty: 4661.275391
	Iteration 28Q: 3 clusters Score -1401698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1401707.000000 Penalty: 4661.275391
	Iteration 29Q: 3 clusters Score -1401707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1401719.000000 Penalty: 4661.275391
	Iteration 30Q: 3 clusters Score -1401719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1401723.375000 Penalty: 4661.275391
	Iteration 31Q: 3 clusters Score -1401723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1401731.000000 Penalty: 4661.275391
	Iteration 32Q: 3 clusters Score -1401731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1401740.000000 Penalty: 4661.275391
	Iteration 33Q: 3 clusters Score -1401740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1401747.500000 Penalty: 4661.275391
	Iteration 34Q: 3 clusters Score -1401748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1401757.500000 Penalty: 4661.275391
	Iteration 35Q: 3 clusters Score -1401758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1401768.250000 Penalty: 4661.275391
	Iteration 36Q: 3 clusters Score -1401768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1401780.375000 Penalty: 4661.275391
	Iteration 37Q: 3 clusters Score -1401780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1401798.375000 Penalty: 4661.275391
	Iteration 38Q: 3 clusters Score -1401798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1401809.250000 Penalty: 4661.275391
	Iteration 39Q: 3 clusters Score -1401809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1401831.625000 Penalty: 4661.275391
	Iteration 40F: 3 clusters Score -1401832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1401853.250000 Penalty: 4661.275391
	Iteration 41Q: 3 clusters Score -1401853 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1401886.625000 Penalty: 4661.275391
	Iteration 42Q: 3 clusters Score -1401887 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1401923.250000 Penalty: 4661.275391
	Iteration 43Q: 3 clusters Score -1401923 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1401976.125000 Penalty: 4661.275391
	Iteration 44Q: 3 clusters Score -1401976 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1402060.125000 Penalty: 4661.275391
	Iteration 45Q: 3 clusters Score -1402060 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1402146.000000 Penalty: 4661.275391
	Iteration 46Q: 3 clusters Score -1402146 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1402245.500000 Penalty: 4661.275391
	Iteration 47Q: 3 clusters Score -1402246 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1402377.625000 Penalty: 4661.275391
	Iteration 48Q: 3 clusters Score -1402378 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1402559.375000 Penalty: 4661.275391
	Iteration 49Q: 3 clusters Score -1402559 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1402751.625000 Penalty: 4661.275391
	Iteration 50Q: 3 clusters Score -1402752 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1402882.875000 Penalty: 4661.275391
	Iteration 51Q: 3 clusters Score -1402883 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1402931.125000 Penalty: 4661.275391
	Iteration 52Q: 3 clusters Score -1402931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1402961.000000 Penalty: 4661.275391
	Iteration 53Q: 3 clusters Score -1402961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1402963.125000 Penalty: 4661.275391
	Iteration 54Q: 3 clusters Score -1402963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1402964.750000 Penalty: 4661.275391
	Iteration 55Q: 3 clusters Score -1402965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1402965.000000 Penalty: 4661.275391
	Iteration 56Q: 3 clusters Score -1402965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1402967.125000 Penalty: 4661.275391
	Iteration 57Q: 3 clusters Score -1402967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1402971.625000 Penalty: 4661.275391
	Iteration 58Q: 3 clusters Score -1402972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1402971.875000 Penalty: 4661.275391
	Iteration 59Q: 3 clusters Score -1402972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1402973.000000 Penalty: 4661.275391
	Iteration 60F: 3 clusters Score -1402973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1402971.250000 Penalty: 4661.275391
	Iteration 61Q: 3 clusters Score -1402971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1402970.750000 Penalty: 4661.275391
	Iteration 62Q: 3 clusters Score -1402971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1402970.750000 Penalty: 4661.275391
	Iteration 63F: 3 clusters Score -1402971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Entering Unmasked Estep 
Score: -3885601.000000 Penalty: 2575.361816
	Iteration 0F: 2 clusters Score -3885601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3863488.750000 Penalty: 5150.723633
	Iteration 0F: 3 clusters Score -3863489 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -3871548.000000 Penalty: 5150.723633
	Iteration 1F: 3 clusters Score -3871548 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -3872190.000000 Penalty: 5150.723633
	Iteration 2Q: 3 clusters Score -3872190 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3872952.250000 Penalty: 5150.723633
	Iteration 3Q: 3 clusters Score -3872952 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3873890.500000 Penalty: 5150.723633
	Iteration 4Q: 3 clusters Score -3873890 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3874837.750000 Penalty: 5150.723633
	Iteration 5F: 3 clusters Score -3874838 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3875778.000000 Penalty: 5150.723633
	Iteration 6F: 3 clusters Score -3875778 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -3876739.000000 Penalty: 5150.723633
	Iteration 7F: 3 clusters Score -3876739 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3877632.250000 Penalty: 5150.723633
	Iteration 8F: 3 clusters Score -3877632 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3878511.250000 Penalty: 5150.723633
	Iteration 9Q: 3 clusters Score -3878511 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3879339.500000 Penalty: 5150.723633
	Iteration 10Q: 3 clusters Score -3879340 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3880172.750000 Penalty: 5150.723633
	Iteration 11Q: 3 clusters Score -3880173 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3880999.250000 Penalty: 5150.723633
	Iteration 12Q: 3 clusters Score -3880999 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -3881921.000000 Penalty: 5150.723633
	Iteration 13Q: 3 clusters Score -3881921 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3882910.500000 Penalty: 5150.723633
	Iteration 14Q: 3 clusters Score -3882910 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3883885.250000 Penalty: 5150.723633
	Iteration 15Q: 3 clusters Score -3883885 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3884639.500000 Penalty: 5150.723633
	Iteration 16Q: 3 clusters Score -3884640 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3885152.250000 Penalty: 5150.723633
	Iteration 17Q: 3 clusters Score -3885152 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3885583.500000 Penalty: 5150.723633
	Iteration 18Q: 3 clusters Score -3885584 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3885855.750000 Penalty: 5150.723633
	Iteration 19Q: 3 clusters Score -3885856 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3886041.750000 Penalty: 5150.723633
	Iteration 20F: 3 clusters Score -3886042 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3886177.250000 Penalty: 5150.723633
	Iteration 21Q: 3 clusters Score -3886177 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3886255.250000 Penalty: 5150.723633
	Iteration 22Q: 3 clusters Score -3886255 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3886319.750000 Penalty: 5150.723633
	Iteration 23Q: 3 clusters Score -3886320 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3886340.000000 Penalty: 5150.723633
	Iteration 24Q: 3 clusters Score -3886340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3886348.500000 Penalty: 5150.723633
	Iteration 25Q: 3 clusters Score -3886348 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3886382.000000 Penalty: 5150.723633
	Iteration 26Q: 3 clusters Score -3886382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3886379.000000 Penalty: 5150.723633
	Iteration 27Q: 3 clusters Score -3886379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3886373.750000 Penalty: 5150.723633
	Iteration 28Q: 3 clusters Score -3886374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3886371.750000 Penalty: 5150.723633
	Iteration 29Q: 3 clusters Score -3886372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3886384.750000 Penalty: 5150.723633
	Iteration 30Q: 3 clusters Score -3886385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3886392.750000 Penalty: 5150.723633
	Iteration 31Q: 3 clusters Score -3886393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -3886392.250000 Penalty: 5150.723633
	Iteration 32Q: 3 clusters Score -3886392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3886398.750000 Penalty: 5150.723633
	Iteration 33Q: 3 clusters Score -3886399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3886400.250000 Penalty: 5150.723633
	Iteration 34Q: 3 clusters Score -3886400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3886410.000000 Penalty: 5150.723633
	Iteration 35Q: 3 clusters Score -3886410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3886415.250000 Penalty: 5150.723633
	Iteration 36Q: 3 clusters Score -3886415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3886415.750000 Penalty: 5150.723633
	Iteration 37Q: 3 clusters Score -3886416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3886420.250000 Penalty: 5150.723633
	Iteration 38Q: 3 clusters Score -3886420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -3886419.500000 Penalty: 5150.723633
	Iteration 39Q: 3 clusters Score -3886420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3886421.000000 Penalty: 5150.723633
	Iteration 40F: 3 clusters Score -3886421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3886421.500000 Penalty: 5150.723633
	Iteration 41Q: 3 clusters Score -3886422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3886421.500000 Penalty: 5150.723633
	Iteration 42Q: 3 clusters Score -3886422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3886422.250000 Penalty: 5150.723633
	Iteration 43Q: 3 clusters Score -3886422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -3886426.250000 Penalty: 5150.723633
	Iteration 44Q: 3 clusters Score -3886426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3886426.250000 Penalty: 5150.723633
	Iteration 45Q: 3 clusters Score -3886426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3886422.000000 Penalty: 5150.723633
	Iteration 46Q: 3 clusters Score -3886422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3886422.000000 Penalty: 5150.723633
	Iteration 47F: 3 clusters Score -3886422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 6 contains 22736 members 
Mstep: Class 7 contains 17883 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 28257 members 
Mstep: Class 19 contains 16656 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 32151 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 9587 members 
Entering Unmasked Estep 
Score: -35691680.000000 Penalty: 75470.617188
Splitting cluster 7 changes total score from -35688932.000000 to -35691680.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 8 (8163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Entering Unmasked Estep 
Score: -740257.312500 Penalty: 2233.827148
	Iteration 0F: 2 clusters Score -740257.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -733784.187500 Penalty: 4467.654297
	Iteration 0F: 3 clusters Score -733784.2 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -735805.187500 Penalty: 4467.654297
	Iteration 1F: 3 clusters Score -735805.2 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -736254.812500 Penalty: 4467.654297
	Iteration 2F: 3 clusters Score -736254.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -736582.250000 Penalty: 4467.654297
	Iteration 3F: 3 clusters Score -736582.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -736876.500000 Penalty: 4467.654297
	Iteration 4F: 3 clusters Score -736876.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -737169.812500 Penalty: 4467.654297
	Iteration 5Q: 3 clusters Score -737169.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -737419.187500 Penalty: 4467.654297
	Iteration 6Q: 3 clusters Score -737419.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -737640.000000 Penalty: 4467.654297
	Iteration 7Q: 3 clusters Score -737640 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -737814.500000 Penalty: 4467.654297
	Iteration 8Q: 3 clusters Score -737814.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -737921.375000 Penalty: 4467.654297
	Iteration 9Q: 3 clusters Score -737921.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -737981.687500 Penalty: 4467.654297
	Iteration 10Q: 3 clusters Score -737981.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -738028.750000 Penalty: 4467.654297
	Iteration 11Q: 3 clusters Score -738028.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -738058.937500 Penalty: 4467.654297
	Iteration 12Q: 3 clusters Score -738058.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -738086.312500 Penalty: 4467.654297
	Iteration 13Q: 3 clusters Score -738086.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -738102.750000 Penalty: 4467.654297
	Iteration 14Q: 3 clusters Score -738102.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -738119.562500 Penalty: 4467.654297
	Iteration 15Q: 3 clusters Score -738119.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -738137.250000 Penalty: 4467.654297
	Iteration 16Q: 3 clusters Score -738137.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -738153.000000 Penalty: 4467.654297
	Iteration 17Q: 3 clusters Score -738153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -738166.750000 Penalty: 4467.654297
	Iteration 18Q: 3 clusters Score -738166.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -738189.250000 Penalty: 4467.654297
	Iteration 19Q: 3 clusters Score -738189.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -738200.625000 Penalty: 4467.654297
	Iteration 20F: 3 clusters Score -738200.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -738213.250000 Penalty: 4467.654297
	Iteration 21Q: 3 clusters Score -738213.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -738224.562500 Penalty: 4467.654297
	Iteration 22Q: 3 clusters Score -738224.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -738237.125000 Penalty: 4467.654297
	Iteration 23Q: 3 clusters Score -738237.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -738244.625000 Penalty: 4467.654297
	Iteration 24Q: 3 clusters Score -738244.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -738254.437500 Penalty: 4467.654297
	Iteration 25Q: 3 clusters Score -738254.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -738264.062500 Penalty: 4467.654297
	Iteration 26Q: 3 clusters Score -738264.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -738274.375000 Penalty: 4467.654297
	Iteration 27Q: 3 clusters Score -738274.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -738279.875000 Penalty: 4467.654297
	Iteration 28Q: 3 clusters Score -738279.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -738285.437500 Penalty: 4467.654297
	Iteration 29Q: 3 clusters Score -738285.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -738292.500000 Penalty: 4467.654297
	Iteration 30Q: 3 clusters Score -738292.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -738297.687500 Penalty: 4467.654297
	Iteration 31Q: 3 clusters Score -738297.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -738299.750000 Penalty: 4467.654297
	Iteration 32Q: 3 clusters Score -738299.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -738302.437500 Penalty: 4467.654297
	Iteration 33Q: 3 clusters Score -738302.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -738304.625000 Penalty: 4467.654297
	Iteration 34Q: 3 clusters Score -738304.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -738306.187500 Penalty: 4467.654297
	Iteration 35Q: 3 clusters Score -738306.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -738309.437500 Penalty: 4467.654297
	Iteration 36Q: 3 clusters Score -738309.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -738310.250000 Penalty: 4467.654297
	Iteration 37Q: 3 clusters Score -738310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -738312.562500 Penalty: 4467.654297
	Iteration 38Q: 3 clusters Score -738312.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -738317.312500 Penalty: 4467.654297
	Iteration 39Q: 3 clusters Score -738317.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -738319.000000 Penalty: 4467.654297
	Iteration 40F: 3 clusters Score -738319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -738324.625000 Penalty: 4467.654297
	Iteration 41Q: 3 clusters Score -738324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -738329.312500 Penalty: 4467.654297
	Iteration 42Q: 3 clusters Score -738329.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -738331.812500 Penalty: 4467.654297
	Iteration 43Q: 3 clusters Score -738331.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -738333.062500 Penalty: 4467.654297
	Iteration 44Q: 3 clusters Score -738333.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -738334.937500 Penalty: 4467.654297
	Iteration 45Q: 3 clusters Score -738334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -738340.062500 Penalty: 4467.654297
	Iteration 46Q: 3 clusters Score -738340.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -738340.562500 Penalty: 4467.654297
	Iteration 47Q: 3 clusters Score -738340.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -738344.062500 Penalty: 4467.654297
	Iteration 48Q: 3 clusters Score -738344.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -738345.875000 Penalty: 4467.654297
	Iteration 49Q: 3 clusters Score -738345.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -738346.625000 Penalty: 4467.654297
	Iteration 50Q: 3 clusters Score -738346.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -738349.500000 Penalty: 4467.654297
	Iteration 51Q: 3 clusters Score -738349.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -738351.687500 Penalty: 4467.654297
	Iteration 52Q: 3 clusters Score -738351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -738351.937500 Penalty: 4467.654297
	Iteration 53Q: 3 clusters Score -738351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -738351.437500 Penalty: 4467.654297
	Iteration 54Q: 3 clusters Score -738351.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -738354.812500 Penalty: 4467.654297
	Iteration 55Q: 3 clusters Score -738354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -738356.500000 Penalty: 4467.654297
	Iteration 56Q: 3 clusters Score -738356.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -738359.187500 Penalty: 4467.654297
	Iteration 57Q: 3 clusters Score -738359.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -738362.562500 Penalty: 4467.654297
	Iteration 58Q: 3 clusters Score -738362.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -738365.250000 Penalty: 4467.654297
	Iteration 59Q: 3 clusters Score -738365.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -738369.250000 Penalty: 4467.654297
	Iteration 60F: 3 clusters Score -738369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -738369.125000 Penalty: 4467.654297
	Iteration 61Q: 3 clusters Score -738369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -738369.312500 Penalty: 4467.654297
	Iteration 62Q: 3 clusters Score -738369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -738367.937500 Penalty: 4467.654297
	Iteration 63Q: 3 clusters Score -738367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -738368.625000 Penalty: 4467.654297
	Iteration 64Q: 3 clusters Score -738368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -738370.125000 Penalty: 4467.654297
	Iteration 65Q: 3 clusters Score -738370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -738372.312500 Penalty: 4467.654297
	Iteration 66Q: 3 clusters Score -738372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -738371.750000 Penalty: 4467.654297
	Iteration 67Q: 3 clusters Score -738371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -738371.750000 Penalty: 4467.654297
	Iteration 68F: 3 clusters Score -738371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Entering Unmasked Estep 
Score: -349881.906250 Penalty: 2083.530518
	Iteration 0F: 2 clusters Score -349881.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -345775.812500 Penalty: 4167.061035
	Iteration 0F: 3 clusters Score -345775.8 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -346757.437500 Penalty: 4167.061035
	Iteration 1F: 3 clusters Score -346757.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -346995.906250 Penalty: 4167.061035
	Iteration 2F: 3 clusters Score -346995.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -347199.125000 Penalty: 4167.061035
	Iteration 3F: 3 clusters Score -347199.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -347416.312500 Penalty: 4167.061035
	Iteration 4F: 3 clusters Score -347416.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -347678.156250 Penalty: 4167.061035
	Iteration 5F: 3 clusters Score -347678.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -347984.625000 Penalty: 4167.061035
	Iteration 6F: 3 clusters Score -347984.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -348253.718750 Penalty: 4167.061035
	Iteration 7Q: 3 clusters Score -348253.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -348505.218750 Penalty: 4167.061035
	Iteration 8Q: 3 clusters Score -348505.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -348682.750000 Penalty: 4167.061035
	Iteration 9Q: 3 clusters Score -348682.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -348777.218750 Penalty: 4167.061035
	Iteration 10Q: 3 clusters Score -348777.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -348846.625000 Penalty: 4167.061035
	Iteration 11Q: 3 clusters Score -348846.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -348904.406250 Penalty: 4167.061035
	Iteration 12Q: 3 clusters Score -348904.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -348956.000000 Penalty: 4167.061035
	Iteration 13Q: 3 clusters Score -348956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -348997.500000 Penalty: 4167.061035
	Iteration 14Q: 3 clusters Score -348997.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -349047.843750 Penalty: 4167.061035
	Iteration 15Q: 3 clusters Score -349047.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -349097.718750 Penalty: 4167.061035
	Iteration 16Q: 3 clusters Score -349097.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -349131.812500 Penalty: 4167.061035
	Iteration 17Q: 3 clusters Score -349131.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -349157.093750 Penalty: 4167.061035
	Iteration 18Q: 3 clusters Score -349157.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -349171.906250 Penalty: 4167.061035
	Iteration 19Q: 3 clusters Score -349171.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -349201.062500 Penalty: 4167.061035
	Iteration 20F: 3 clusters Score -349201.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -349217.312500 Penalty: 4167.061035
	Iteration 21Q: 3 clusters Score -349217.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -349225.718750 Penalty: 4167.061035
	Iteration 22Q: 3 clusters Score -349225.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -349234.687500 Penalty: 4167.061035
	Iteration 23Q: 3 clusters Score -349234.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -349249.500000 Penalty: 4167.061035
	Iteration 24Q: 3 clusters Score -349249.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -349259.906250 Penalty: 4167.061035
	Iteration 25Q: 3 clusters Score -349259.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -349272.218750 Penalty: 4167.061035
	Iteration 26Q: 3 clusters Score -349272.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -349287.281250 Penalty: 4167.061035
	Iteration 27Q: 3 clusters Score -349287.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -349298.000000 Penalty: 4167.061035
	Iteration 28Q: 3 clusters Score -349298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -349306.156250 Penalty: 4167.061035
	Iteration 29Q: 3 clusters Score -349306.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -349316.781250 Penalty: 4167.061035
	Iteration 30Q: 3 clusters Score -349316.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -349323.281250 Penalty: 4167.061035
	Iteration 31Q: 3 clusters Score -349323.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -349326.406250 Penalty: 4167.061035
	Iteration 32Q: 3 clusters Score -349326.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -349334.843750 Penalty: 4167.061035
	Iteration 33Q: 3 clusters Score -349334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -349339.906250 Penalty: 4167.061035
	Iteration 34Q: 3 clusters Score -349339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -349343.218750 Penalty: 4167.061035
	Iteration 35Q: 3 clusters Score -349343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -349344.625000 Penalty: 4167.061035
	Iteration 36Q: 3 clusters Score -349344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -349345.687500 Penalty: 4167.061035
	Iteration 37Q: 3 clusters Score -349345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -349345.781250 Penalty: 4167.061035
	Iteration 38Q: 3 clusters Score -349345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -349345.781250 Penalty: 4167.061035
	Iteration 39F: 3 clusters Score -349345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Entering Unmasked Estep 
Score: -466289.031250 Penalty: 2073.297607
	Iteration 0F: 2 clusters Score -466289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -462242.156250 Penalty: 4146.595215
	Iteration 0F: 3 clusters Score -462242.2 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -463295.750000 Penalty: 4146.595215
	Iteration 1F: 3 clusters Score -463295.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -463612.000000 Penalty: 4146.595215
	Iteration 2F: 3 clusters Score -463612 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -463866.093750 Penalty: 4146.595215
	Iteration 3F: 3 clusters Score -463866.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -464083.375000 Penalty: 4146.595215
	Iteration 4F: 3 clusters Score -464083.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -464271.000000 Penalty: 4146.595215
	Iteration 5F: 3 clusters Score -464271 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -464407.968750 Penalty: 4146.595215
	Iteration 6Q: 3 clusters Score -464408 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -464530.281250 Penalty: 4146.595215
	Iteration 7Q: 3 clusters Score -464530.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -464635.562500 Penalty: 4146.595215
	Iteration 8Q: 3 clusters Score -464635.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -464710.375000 Penalty: 4146.595215
	Iteration 9Q: 3 clusters Score -464710.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -464777.687500 Penalty: 4146.595215
	Iteration 10Q: 3 clusters Score -464777.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -464833.468750 Penalty: 4146.595215
	Iteration 11Q: 3 clusters Score -464833.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -464881.125000 Penalty: 4146.595215
	Iteration 12Q: 3 clusters Score -464881.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -464923.875000 Penalty: 4146.595215
	Iteration 13Q: 3 clusters Score -464923.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -464948.500000 Penalty: 4146.595215
	Iteration 14Q: 3 clusters Score -464948.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -464972.031250 Penalty: 4146.595215
	Iteration 15Q: 3 clusters Score -464972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -464990.031250 Penalty: 4146.595215
	Iteration 16Q: 3 clusters Score -464990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -465003.875000 Penalty: 4146.595215
	Iteration 17Q: 3 clusters Score -465003.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -465018.843750 Penalty: 4146.595215
	Iteration 18Q: 3 clusters Score -465018.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -465033.687500 Penalty: 4146.595215
	Iteration 19Q: 3 clusters Score -465033.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -465049.062500 Penalty: 4146.595215
	Iteration 20F: 3 clusters Score -465049.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -465062.156250 Penalty: 4146.595215
	Iteration 21Q: 3 clusters Score -465062.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -465078.937500 Penalty: 4146.595215
	Iteration 22Q: 3 clusters Score -465078.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -465096.250000 Penalty: 4146.595215
	Iteration 23Q: 3 clusters Score -465096.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -465110.281250 Penalty: 4146.595215
	Iteration 24Q: 3 clusters Score -465110.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -465120.750000 Penalty: 4146.595215
	Iteration 25Q: 3 clusters Score -465120.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -465128.375000 Penalty: 4146.595215
	Iteration 26Q: 3 clusters Score -465128.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -465137.500000 Penalty: 4146.595215
	Iteration 27Q: 3 clusters Score -465137.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -465146.906250 Penalty: 4146.595215
	Iteration 28Q: 3 clusters Score -465146.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -465158.750000 Penalty: 4146.595215
	Iteration 29Q: 3 clusters Score -465158.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -465166.625000 Penalty: 4146.595215
	Iteration 30Q: 3 clusters Score -465166.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -465178.781250 Penalty: 4146.595215
	Iteration 31Q: 3 clusters Score -465178.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -465182.468750 Penalty: 4146.595215
	Iteration 32Q: 3 clusters Score -465182.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -465188.093750 Penalty: 4146.595215
	Iteration 33Q: 3 clusters Score -465188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -465191.156250 Penalty: 4146.595215
	Iteration 34Q: 3 clusters Score -465191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -465193.375000 Penalty: 4146.595215
	Iteration 35Q: 3 clusters Score -465193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -465195.406250 Penalty: 4146.595215
	Iteration 36Q: 3 clusters Score -465195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -465195.812500 Penalty: 4146.595215
	Iteration 37Q: 3 clusters Score -465195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -465195.468750 Penalty: 4146.595215
	Iteration 38Q: 3 clusters Score -465195.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -465195.468750 Penalty: 4146.595215
	Iteration 39F: 3 clusters Score -465195.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Entering Unmasked Estep 
Score: -1088511.625000 Penalty: 2315.328857
	Iteration 0F: 2 clusters Score -1088512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1079899.250000 Penalty: 4630.657715
	Iteration 0F: 3 clusters Score -1079899 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1082553.250000 Penalty: 4630.657715
	Iteration 1F: 3 clusters Score -1082553 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1083035.625000 Penalty: 4630.657715
	Iteration 2F: 3 clusters Score -1083036 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1083480.750000 Penalty: 4630.657715
	Iteration 3F: 3 clusters Score -1083481 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1083920.125000 Penalty: 4630.657715
	Iteration 4F: 3 clusters Score -1083920 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1084379.500000 Penalty: 4630.657715
	Iteration 5F: 3 clusters Score -1084380 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1084791.375000 Penalty: 4630.657715
	Iteration 6F: 3 clusters Score -1084791 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1085178.000000 Penalty: 4630.657715
	Iteration 7F: 3 clusters Score -1085178 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1085506.375000 Penalty: 4630.657715
	Iteration 8Q: 3 clusters Score -1085506 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1085790.750000 Penalty: 4630.657715
	Iteration 9Q: 3 clusters Score -1085791 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1086023.500000 Penalty: 4630.657715
	Iteration 10Q: 3 clusters Score -1086024 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1086246.375000 Penalty: 4630.657715
	Iteration 11Q: 3 clusters Score -1086246 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1086420.875000 Penalty: 4630.657715
	Iteration 12Q: 3 clusters Score -1086421 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1086575.500000 Penalty: 4630.657715
	Iteration 13Q: 3 clusters Score -1086576 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1086670.875000 Penalty: 4630.657715
	Iteration 14Q: 3 clusters Score -1086671 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1086712.875000 Penalty: 4630.657715
	Iteration 15Q: 3 clusters Score -1086713 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1086751.750000 Penalty: 4630.657715
	Iteration 16Q: 3 clusters Score -1086752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1086778.625000 Penalty: 4630.657715
	Iteration 17Q: 3 clusters Score -1086779 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1086806.000000 Penalty: 4630.657715
	Iteration 18Q: 3 clusters Score -1086806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1086828.125000 Penalty: 4630.657715
	Iteration 19Q: 3 clusters Score -1086828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1086845.000000 Penalty: 4630.657715
	Iteration 20F: 3 clusters Score -1086845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1086858.875000 Penalty: 4630.657715
	Iteration 21Q: 3 clusters Score -1086859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1086871.500000 Penalty: 4630.657715
	Iteration 22Q: 3 clusters Score -1086872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1086884.000000 Penalty: 4630.657715
	Iteration 23Q: 3 clusters Score -1086884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1086897.750000 Penalty: 4630.657715
	Iteration 24Q: 3 clusters Score -1086898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1086908.625000 Penalty: 4630.657715
	Iteration 25Q: 3 clusters Score -1086909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1086924.500000 Penalty: 4630.657715
	Iteration 26Q: 3 clusters Score -1086924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1086931.625000 Penalty: 4630.657715
	Iteration 27Q: 3 clusters Score -1086932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1086938.000000 Penalty: 4630.657715
	Iteration 28Q: 3 clusters Score -1086938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1086946.375000 Penalty: 4630.657715
	Iteration 29Q: 3 clusters Score -1086946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1086954.875000 Penalty: 4630.657715
	Iteration 30Q: 3 clusters Score -1086955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1086963.625000 Penalty: 4630.657715
	Iteration 31Q: 3 clusters Score -1086964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1086970.125000 Penalty: 4630.657715
	Iteration 32Q: 3 clusters Score -1086970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1086974.625000 Penalty: 4630.657715
	Iteration 33Q: 3 clusters Score -1086975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1086976.375000 Penalty: 4630.657715
	Iteration 34Q: 3 clusters Score -1086976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1086979.000000 Penalty: 4630.657715
	Iteration 35Q: 3 clusters Score -1086979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1086980.000000 Penalty: 4630.657715
	Iteration 36Q: 3 clusters Score -1086980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1086984.125000 Penalty: 4630.657715
	Iteration 37Q: 3 clusters Score -1086984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1086984.500000 Penalty: 4630.657715
	Iteration 38Q: 3 clusters Score -1086984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1086986.500000 Penalty: 4630.657715
	Iteration 39Q: 3 clusters Score -1086986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1086985.625000 Penalty: 4630.657715
	Iteration 40F: 3 clusters Score -1086986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1086987.125000 Penalty: 4630.657715
	Iteration 41Q: 3 clusters Score -1086987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1086991.375000 Penalty: 4630.657715
	Iteration 42Q: 3 clusters Score -1086991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1086991.625000 Penalty: 4630.657715
	Iteration 43Q: 3 clusters Score -1086992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1086992.625000 Penalty: 4630.657715
	Iteration 44Q: 3 clusters Score -1086993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1086991.625000 Penalty: 4630.657715
	Iteration 45Q: 3 clusters Score -1086992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1086992.875000 Penalty: 4630.657715
	Iteration 46Q: 3 clusters Score -1086993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1086993.250000 Penalty: 4630.657715
	Iteration 47Q: 3 clusters Score -1086993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1086994.000000 Penalty: 4630.657715
	Iteration 48Q: 3 clusters Score -1086994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1086995.000000 Penalty: 4630.657715
	Iteration 49Q: 3 clusters Score -1086995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1086995.875000 Penalty: 4630.657715
	Iteration 50Q: 3 clusters Score -1086996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1086993.625000 Penalty: 4630.657715
	Iteration 51Q: 3 clusters Score -1086994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1086993.625000 Penalty: 4630.657715
	Iteration 52F: 3 clusters Score -1086994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Entering Unmasked Estep 
Score: -1259155.000000 Penalty: 2330.308594
	Iteration 0F: 2 clusters Score -1259155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1250201.375000 Penalty: 4660.617188
	Iteration 0F: 3 clusters Score -1250201 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1253212.250000 Penalty: 4660.617188
	Iteration 1F: 3 clusters Score -1253212 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1253876.250000 Penalty: 4660.617188
	Iteration 2F: 3 clusters Score -1253876 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1254453.625000 Penalty: 4660.617188
	Iteration 3F: 3 clusters Score -1254454 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1255009.250000 Penalty: 4660.617188
	Iteration 4F: 3 clusters Score -1255009 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1255450.625000 Penalty: 4660.617188
	Iteration 5F: 3 clusters Score -1255451 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1255832.500000 Penalty: 4660.617188
	Iteration 6Q: 3 clusters Score -1255832 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1256235.625000 Penalty: 4660.617188
	Iteration 7Q: 3 clusters Score -1256236 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1256538.875000 Penalty: 4660.617188
	Iteration 8Q: 3 clusters Score -1256539 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1256740.125000 Penalty: 4660.617188
	Iteration 9Q: 3 clusters Score -1256740 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1256878.875000 Penalty: 4660.617188
	Iteration 10Q: 3 clusters Score -1256879 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1256985.750000 Penalty: 4660.617188
	Iteration 11Q: 3 clusters Score -1256986 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1257079.125000 Penalty: 4660.617188
	Iteration 12Q: 3 clusters Score -1257079 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1257149.000000 Penalty: 4660.617188
	Iteration 13Q: 3 clusters Score -1257149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1257207.000000 Penalty: 4660.617188
	Iteration 14Q: 3 clusters Score -1257207 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1257269.375000 Penalty: 4660.617188
	Iteration 15Q: 3 clusters Score -1257269 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1257307.250000 Penalty: 4660.617188
	Iteration 16Q: 3 clusters Score -1257307 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1257334.500000 Penalty: 4660.617188
	Iteration 17Q: 3 clusters Score -1257334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1257358.000000 Penalty: 4660.617188
	Iteration 18Q: 3 clusters Score -1257358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1257373.750000 Penalty: 4660.617188
	Iteration 19Q: 3 clusters Score -1257374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1257384.500000 Penalty: 4660.617188
	Iteration 20F: 3 clusters Score -1257384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1257402.125000 Penalty: 4660.617188
	Iteration 21Q: 3 clusters Score -1257402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1257411.750000 Penalty: 4660.617188
	Iteration 22Q: 3 clusters Score -1257412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1257414.250000 Penalty: 4660.617188
	Iteration 23Q: 3 clusters Score -1257414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1257425.375000 Penalty: 4660.617188
	Iteration 24Q: 3 clusters Score -1257425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1257431.375000 Penalty: 4660.617188
	Iteration 25Q: 3 clusters Score -1257431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1257442.500000 Penalty: 4660.617188
	Iteration 26Q: 3 clusters Score -1257442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1257449.000000 Penalty: 4660.617188
	Iteration 27Q: 3 clusters Score -1257449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1257455.625000 Penalty: 4660.617188
	Iteration 28Q: 3 clusters Score -1257456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1257470.875000 Penalty: 4660.617188
	Iteration 29Q: 3 clusters Score -1257471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1257479.875000 Penalty: 4660.617188
	Iteration 30Q: 3 clusters Score -1257480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1257487.000000 Penalty: 4660.617188
	Iteration 31Q: 3 clusters Score -1257487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1257497.875000 Penalty: 4660.617188
	Iteration 32Q: 3 clusters Score -1257498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1257504.375000 Penalty: 4660.617188
	Iteration 33Q: 3 clusters Score -1257504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1257511.125000 Penalty: 4660.617188
	Iteration 34Q: 3 clusters Score -1257511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1257520.250000 Penalty: 4660.617188
	Iteration 35Q: 3 clusters Score -1257520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1257524.000000 Penalty: 4660.617188
	Iteration 36Q: 3 clusters Score -1257524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1257531.625000 Penalty: 4660.617188
	Iteration 37Q: 3 clusters Score -1257532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1257539.500000 Penalty: 4660.617188
	Iteration 38Q: 3 clusters Score -1257540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1257546.875000 Penalty: 4660.617188
	Iteration 39Q: 3 clusters Score -1257547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1257549.625000 Penalty: 4660.617188
	Iteration 40F: 3 clusters Score -1257550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1257554.625000 Penalty: 4660.617188
	Iteration 41Q: 3 clusters Score -1257555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1257559.125000 Penalty: 4660.617188
	Iteration 42Q: 3 clusters Score -1257559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1257561.250000 Penalty: 4660.617188
	Iteration 43Q: 3 clusters Score -1257561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1257567.625000 Penalty: 4660.617188
	Iteration 44Q: 3 clusters Score -1257568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1257568.875000 Penalty: 4660.617188
	Iteration 45Q: 3 clusters Score -1257569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1257571.125000 Penalty: 4660.617188
	Iteration 46Q: 3 clusters Score -1257571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1257573.250000 Penalty: 4660.617188
	Iteration 47Q: 3 clusters Score -1257573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1257576.750000 Penalty: 4660.617188
	Iteration 48Q: 3 clusters Score -1257577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1257580.375000 Penalty: 4660.617188
	Iteration 49Q: 3 clusters Score -1257580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1257582.875000 Penalty: 4660.617188
	Iteration 50Q: 3 clusters Score -1257583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1257585.625000 Penalty: 4660.617188
	Iteration 51Q: 3 clusters Score -1257586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1257584.375000 Penalty: 4660.617188
	Iteration 52Q: 3 clusters Score -1257584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1257589.375000 Penalty: 4660.617188
	Iteration 53Q: 3 clusters Score -1257589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1257589.750000 Penalty: 4660.617188
	Iteration 54Q: 3 clusters Score -1257590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1257591.750000 Penalty: 4660.617188
	Iteration 55Q: 3 clusters Score -1257592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1257592.500000 Penalty: 4660.617188
	Iteration 56Q: 3 clusters Score -1257592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1257592.250000 Penalty: 4660.617188
	Iteration 57Q: 3 clusters Score -1257592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1257596.125000 Penalty: 4660.617188
	Iteration 58Q: 3 clusters Score -1257596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1257598.500000 Penalty: 4660.617188
	Iteration 59Q: 3 clusters Score -1257598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1257599.000000 Penalty: 4660.617188
	Iteration 60F: 3 clusters Score -1257599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1257598.750000 Penalty: 4660.617188
	Iteration 61Q: 3 clusters Score -1257599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1257599.250000 Penalty: 4660.617188
	Iteration 62Q: 3 clusters Score -1257599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1257603.500000 Penalty: 4660.617188
	Iteration 63Q: 3 clusters Score -1257604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1257605.625000 Penalty: 4660.617188
	Iteration 64Q: 3 clusters Score -1257606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1257606.375000 Penalty: 4660.617188
	Iteration 65Q: 3 clusters Score -1257606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1257606.500000 Penalty: 4660.617188
	Iteration 66Q: 3 clusters Score -1257606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1257604.125000 Penalty: 4660.617188
	Iteration 67Q: 3 clusters Score -1257604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1257606.500000 Penalty: 4660.617188
	Iteration 68Q: 3 clusters Score -1257606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1257608.000000 Penalty: 4660.617188
	Iteration 69Q: 3 clusters Score -1257608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1257609.750000 Penalty: 4660.617188
	Iteration 70Q: 3 clusters Score -1257610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1257610.375000 Penalty: 4660.617188
	Iteration 71Q: 3 clusters Score -1257610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1257614.375000 Penalty: 4660.617188
	Iteration 72Q: 3 clusters Score -1257614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1257620.125000 Penalty: 4660.617188
	Iteration 73Q: 3 clusters Score -1257620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1257619.625000 Penalty: 4660.617188
	Iteration 74Q: 3 clusters Score -1257620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1257625.500000 Penalty: 4660.617188
	Iteration 75Q: 3 clusters Score -1257626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1257627.875000 Penalty: 4660.617188
	Iteration 76Q: 3 clusters Score -1257628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1257629.375000 Penalty: 4660.617188
	Iteration 77Q: 3 clusters Score -1257629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1257628.375000 Penalty: 4660.617188
	Iteration 78Q: 3 clusters Score -1257628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1257628.625000 Penalty: 4660.617188
	Iteration 79Q: 3 clusters Score -1257629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1257627.750000 Penalty: 4660.617188
	Iteration 80F: 3 clusters Score -1257628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1257633.500000 Penalty: 4660.617188
	Iteration 81Q: 3 clusters Score -1257634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1257633.500000 Penalty: 4660.617188
	Iteration 82F: 3 clusters Score -1257634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Entering Unmasked Estep 
Score: -1542052.625000 Penalty: 2370.515381
	Iteration 0F: 2 clusters Score -1542053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1531793.000000 Penalty: 4741.030762
	Iteration 0F: 3 clusters Score -1531793 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1535126.750000 Penalty: 4741.030762
	Iteration 1F: 3 clusters Score -1535127 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1535551.500000 Penalty: 4741.030762
	Iteration 2F: 3 clusters Score -1535552 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1535948.875000 Penalty: 4741.030762
	Iteration 3F: 3 clusters Score -1535949 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1536404.875000 Penalty: 4741.030762
	Iteration 4F: 3 clusters Score -1536405 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1536901.125000 Penalty: 4741.030762
	Iteration 5F: 3 clusters Score -1536901 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1537361.375000 Penalty: 4741.030762
	Iteration 6F: 3 clusters Score -1537361 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1537771.875000 Penalty: 4741.030762
	Iteration 7Q: 3 clusters Score -1537772 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1538163.375000 Penalty: 4741.030762
	Iteration 8Q: 3 clusters Score -1538163 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1538504.375000 Penalty: 4741.030762
	Iteration 9Q: 3 clusters Score -1538504 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1538797.625000 Penalty: 4741.030762
	Iteration 10Q: 3 clusters Score -1538798 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1539037.375000 Penalty: 4741.030762
	Iteration 11Q: 3 clusters Score -1539037 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1539221.750000 Penalty: 4741.030762
	Iteration 12Q: 3 clusters Score -1539222 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1539387.125000 Penalty: 4741.030762
	Iteration 13Q: 3 clusters Score -1539387 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1539531.750000 Penalty: 4741.030762
	Iteration 14Q: 3 clusters Score -1539532 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1539641.750000 Penalty: 4741.030762
	Iteration 15Q: 3 clusters Score -1539642 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1539763.250000 Penalty: 4741.030762
	Iteration 16Q: 3 clusters Score -1539763 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1539893.625000 Penalty: 4741.030762
	Iteration 17Q: 3 clusters Score -1539894 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1540021.875000 Penalty: 4741.030762
	Iteration 18Q: 3 clusters Score -1540022 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1540160.375000 Penalty: 4741.030762
	Iteration 19Q: 3 clusters Score -1540160 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1540265.000000 Penalty: 4741.030762
	Iteration 20F: 3 clusters Score -1540265 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1540347.125000 Penalty: 4741.030762
	Iteration 21Q: 3 clusters Score -1540347 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1540425.250000 Penalty: 4741.030762
	Iteration 22Q: 3 clusters Score -1540425 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1540500.125000 Penalty: 4741.030762
	Iteration 23Q: 3 clusters Score -1540500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1540573.875000 Penalty: 4741.030762
	Iteration 24Q: 3 clusters Score -1540574 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1540647.000000 Penalty: 4741.030762
	Iteration 25Q: 3 clusters Score -1540647 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1540706.250000 Penalty: 4741.030762
	Iteration 26Q: 3 clusters Score -1540706 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1540761.750000 Penalty: 4741.030762
	Iteration 27Q: 3 clusters Score -1540762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1540811.250000 Penalty: 4741.030762
	Iteration 28Q: 3 clusters Score -1540811 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1540867.750000 Penalty: 4741.030762
	Iteration 29Q: 3 clusters Score -1540868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1540923.875000 Penalty: 4741.030762
	Iteration 30Q: 3 clusters Score -1540924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1540974.125000 Penalty: 4741.030762
	Iteration 31Q: 3 clusters Score -1540974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1541024.500000 Penalty: 4741.030762
	Iteration 32Q: 3 clusters Score -1541024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1541070.500000 Penalty: 4741.030762
	Iteration 33Q: 3 clusters Score -1541070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1541109.500000 Penalty: 4741.030762
	Iteration 34Q: 3 clusters Score -1541110 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1541143.375000 Penalty: 4741.030762
	Iteration 35Q: 3 clusters Score -1541143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1541169.500000 Penalty: 4741.030762
	Iteration 36Q: 3 clusters Score -1541170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1541196.875000 Penalty: 4741.030762
	Iteration 37Q: 3 clusters Score -1541197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1541226.875000 Penalty: 4741.030762
	Iteration 38Q: 3 clusters Score -1541227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1541242.375000 Penalty: 4741.030762
	Iteration 39Q: 3 clusters Score -1541242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1541262.625000 Penalty: 4741.030762
	Iteration 40F: 3 clusters Score -1541263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1541277.500000 Penalty: 4741.030762
	Iteration 41Q: 3 clusters Score -1541278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1541285.625000 Penalty: 4741.030762
	Iteration 42Q: 3 clusters Score -1541286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1541293.500000 Penalty: 4741.030762
	Iteration 43Q: 3 clusters Score -1541294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1541305.000000 Penalty: 4741.030762
	Iteration 44Q: 3 clusters Score -1541305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1541310.000000 Penalty: 4741.030762
	Iteration 45Q: 3 clusters Score -1541310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1541320.000000 Penalty: 4741.030762
	Iteration 46Q: 3 clusters Score -1541320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1541326.125000 Penalty: 4741.030762
	Iteration 47Q: 3 clusters Score -1541326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1541336.125000 Penalty: 4741.030762
	Iteration 48Q: 3 clusters Score -1541336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1541341.875000 Penalty: 4741.030762
	Iteration 49Q: 3 clusters Score -1541342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1541345.625000 Penalty: 4741.030762
	Iteration 50Q: 3 clusters Score -1541346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1541361.375000 Penalty: 4741.030762
	Iteration 51Q: 3 clusters Score -1541361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1541373.000000 Penalty: 4741.030762
	Iteration 52Q: 3 clusters Score -1541373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1541381.625000 Penalty: 4741.030762
	Iteration 53Q: 3 clusters Score -1541382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1541392.250000 Penalty: 4741.030762
	Iteration 54Q: 3 clusters Score -1541392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1541407.750000 Penalty: 4741.030762
	Iteration 55Q: 3 clusters Score -1541408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1541415.875000 Penalty: 4741.030762
	Iteration 56Q: 3 clusters Score -1541416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1541426.750000 Penalty: 4741.030762
	Iteration 57Q: 3 clusters Score -1541427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1541435.750000 Penalty: 4741.030762
	Iteration 58Q: 3 clusters Score -1541436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1541440.000000 Penalty: 4741.030762
	Iteration 59Q: 3 clusters Score -1541440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1541440.625000 Penalty: 4741.030762
	Iteration 60F: 3 clusters Score -1541441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1541447.875000 Penalty: 4741.030762
	Iteration 61Q: 3 clusters Score -1541448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1541449.250000 Penalty: 4741.030762
	Iteration 62Q: 3 clusters Score -1541449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1541450.375000 Penalty: 4741.030762
	Iteration 63Q: 3 clusters Score -1541450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1541452.750000 Penalty: 4741.030762
	Iteration 64Q: 3 clusters Score -1541453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1541458.250000 Penalty: 4741.030762
	Iteration 65Q: 3 clusters Score -1541458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1541458.875000 Penalty: 4741.030762
	Iteration 66Q: 3 clusters Score -1541459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1541460.375000 Penalty: 4741.030762
	Iteration 67Q: 3 clusters Score -1541460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1541464.500000 Penalty: 4741.030762
	Iteration 68Q: 3 clusters Score -1541464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1541464.125000 Penalty: 4741.030762
	Iteration 69Q: 3 clusters Score -1541464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1541464.125000 Penalty: 4741.030762
	Iteration 70F: 3 clusters Score -1541464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Entering Unmasked Estep 
Score: -704995.500000 Penalty: 2177.673340
	Iteration 0F: 2 clusters Score -704995.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -699528.437500 Penalty: 4355.346680
	Iteration 0F: 3 clusters Score -699528.4 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -701067.875000 Penalty: 4355.346680
	Iteration 1F: 3 clusters Score -701067.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -701408.562500 Penalty: 4355.346680
	Iteration 2F: 3 clusters Score -701408.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -701677.375000 Penalty: 4355.346680
	Iteration 3F: 3 clusters Score -701677.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -702003.500000 Penalty: 4355.346680
	Iteration 4F: 3 clusters Score -702003.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -702340.812500 Penalty: 4355.346680
	Iteration 5F: 3 clusters Score -702340.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -702648.750000 Penalty: 4355.346680
	Iteration 6F: 3 clusters Score -702648.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -702920.125000 Penalty: 4355.346680
	Iteration 7Q: 3 clusters Score -702920.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -703162.937500 Penalty: 4355.346680
	Iteration 8Q: 3 clusters Score -703162.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -703357.000000 Penalty: 4355.346680
	Iteration 9Q: 3 clusters Score -703357 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -703508.687500 Penalty: 4355.346680
	Iteration 10Q: 3 clusters Score -703508.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -703612.187500 Penalty: 4355.346680
	Iteration 11Q: 3 clusters Score -703612.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -703672.875000 Penalty: 4355.346680
	Iteration 12Q: 3 clusters Score -703672.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -703713.750000 Penalty: 4355.346680
	Iteration 13Q: 3 clusters Score -703713.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -703743.875000 Penalty: 4355.346680
	Iteration 14Q: 3 clusters Score -703743.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -703770.562500 Penalty: 4355.346680
	Iteration 15Q: 3 clusters Score -703770.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -703789.687500 Penalty: 4355.346680
	Iteration 16Q: 3 clusters Score -703789.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -703809.437500 Penalty: 4355.346680
	Iteration 17Q: 3 clusters Score -703809.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -703824.250000 Penalty: 4355.346680
	Iteration 18Q: 3 clusters Score -703824.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -703833.687500 Penalty: 4355.346680
	Iteration 19Q: 3 clusters Score -703833.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -703843.937500 Penalty: 4355.346680
	Iteration 20F: 3 clusters Score -703843.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -703854.937500 Penalty: 4355.346680
	Iteration 21Q: 3 clusters Score -703854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -703860.375000 Penalty: 4355.346680
	Iteration 22Q: 3 clusters Score -703860.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -703864.187500 Penalty: 4355.346680
	Iteration 23Q: 3 clusters Score -703864.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -703870.937500 Penalty: 4355.346680
	Iteration 24Q: 3 clusters Score -703870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -703871.812500 Penalty: 4355.346680
	Iteration 25Q: 3 clusters Score -703871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -703872.250000 Penalty: 4355.346680
	Iteration 26Q: 3 clusters Score -703872.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -703873.625000 Penalty: 4355.346680
	Iteration 27Q: 3 clusters Score -703873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -703877.187500 Penalty: 4355.346680
	Iteration 28Q: 3 clusters Score -703877.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -703880.125000 Penalty: 4355.346680
	Iteration 29Q: 3 clusters Score -703880.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -703884.000000 Penalty: 4355.346680
	Iteration 30Q: 3 clusters Score -703884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -703884.937500 Penalty: 4355.346680
	Iteration 31Q: 3 clusters Score -703884.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -703886.812500 Penalty: 4355.346680
	Iteration 32Q: 3 clusters Score -703886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -703889.250000 Penalty: 4355.346680
	Iteration 33Q: 3 clusters Score -703889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -703895.687500 Penalty: 4355.346680
	Iteration 34Q: 3 clusters Score -703895.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -703903.500000 Penalty: 4355.346680
	Iteration 35Q: 3 clusters Score -703903.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -703911.562500 Penalty: 4355.346680
	Iteration 36Q: 3 clusters Score -703911.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -703916.312500 Penalty: 4355.346680
	Iteration 37Q: 3 clusters Score -703916.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -703924.687500 Penalty: 4355.346680
	Iteration 38Q: 3 clusters Score -703924.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -703934.562500 Penalty: 4355.346680
	Iteration 39Q: 3 clusters Score -703934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -703940.062500 Penalty: 4355.346680
	Iteration 40F: 3 clusters Score -703940.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -703948.312500 Penalty: 4355.346680
	Iteration 41Q: 3 clusters Score -703948.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -703955.875000 Penalty: 4355.346680
	Iteration 42Q: 3 clusters Score -703955.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -703961.875000 Penalty: 4355.346680
	Iteration 43Q: 3 clusters Score -703961.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -703968.625000 Penalty: 4355.346680
	Iteration 44Q: 3 clusters Score -703968.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -703976.562500 Penalty: 4355.346680
	Iteration 45Q: 3 clusters Score -703976.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -703982.437500 Penalty: 4355.346680
	Iteration 46Q: 3 clusters Score -703982.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -703991.000000 Penalty: 4355.346680
	Iteration 47Q: 3 clusters Score -703991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -704002.000000 Penalty: 4355.346680
	Iteration 48Q: 3 clusters Score -704002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -704017.437500 Penalty: 4355.346680
	Iteration 49Q: 3 clusters Score -704017.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -704030.500000 Penalty: 4355.346680
	Iteration 50Q: 3 clusters Score -704030.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -704043.812500 Penalty: 4355.346680
	Iteration 51Q: 3 clusters Score -704043.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -704058.750000 Penalty: 4355.346680
	Iteration 52Q: 3 clusters Score -704058.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -704067.375000 Penalty: 4355.346680
	Iteration 53Q: 3 clusters Score -704067.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -704083.750000 Penalty: 4355.346680
	Iteration 54Q: 3 clusters Score -704083.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -704101.812500 Penalty: 4355.346680
	Iteration 55Q: 3 clusters Score -704101.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -704123.437500 Penalty: 4355.346680
	Iteration 56Q: 3 clusters Score -704123.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -704147.750000 Penalty: 4355.346680
	Iteration 57Q: 3 clusters Score -704147.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -704170.312500 Penalty: 4355.346680
	Iteration 58Q: 3 clusters Score -704170.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -704191.875000 Penalty: 4355.346680
	Iteration 59Q: 3 clusters Score -704191.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -704208.000000 Penalty: 4355.346680
	Iteration 60F: 3 clusters Score -704208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -704216.062500 Penalty: 4355.346680
	Iteration 61Q: 3 clusters Score -704216.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -704219.812500 Penalty: 4355.346680
	Iteration 62Q: 3 clusters Score -704219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -704224.125000 Penalty: 4355.346680
	Iteration 63Q: 3 clusters Score -704224.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -704225.187500 Penalty: 4355.346680
	Iteration 64Q: 3 clusters Score -704225.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -704227.875000 Penalty: 4355.346680
	Iteration 65Q: 3 clusters Score -704227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -704230.937500 Penalty: 4355.346680
	Iteration 66Q: 3 clusters Score -704230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -704229.250000 Penalty: 4355.346680
	Iteration 67Q: 3 clusters Score -704229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -704230.812500 Penalty: 4355.346680
	Iteration 68Q: 3 clusters Score -704230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -704232.625000 Penalty: 4355.346680
	Iteration 69Q: 3 clusters Score -704232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -704231.750000 Penalty: 4355.346680
	Iteration 70Q: 3 clusters Score -704231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -704232.812500 Penalty: 4355.346680
	Iteration 71Q: 3 clusters Score -704232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -704233.312500 Penalty: 4355.346680
	Iteration 72Q: 3 clusters Score -704233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -704233.812500 Penalty: 4355.346680
	Iteration 73Q: 3 clusters Score -704233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -704236.000000 Penalty: 4355.346680
	Iteration 74Q: 3 clusters Score -704236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -704236.812500 Penalty: 4355.346680
	Iteration 75Q: 3 clusters Score -704236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -704238.250000 Penalty: 4355.346680
	Iteration 76Q: 3 clusters Score -704238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -704239.687500 Penalty: 4355.346680
	Iteration 77Q: 3 clusters Score -704239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -704241.875000 Penalty: 4355.346680
	Iteration 78Q: 3 clusters Score -704241.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -704241.437500 Penalty: 4355.346680
	Iteration 79Q: 3 clusters Score -704241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -704242.625000 Penalty: 4355.346680
	Iteration 80F: 3 clusters Score -704242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -704242.812500 Penalty: 4355.346680
	Iteration 81Q: 3 clusters Score -704242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -704242.812500 Penalty: 4355.346680
	Iteration 82Q: 3 clusters Score -704242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -704242.500000 Penalty: 4355.346680
	Iteration 83Q: 3 clusters Score -704242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -704242.500000 Penalty: 4355.346680
	Iteration 84F: 3 clusters Score -704242.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Entering Unmasked Estep 
Score: -1117848.625000 Penalty: 2270.239746
	Iteration 0F: 2 clusters Score -1117849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1110608.500000 Penalty: 4540.479492
	Iteration 0F: 3 clusters Score -1110608 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1112778.500000 Penalty: 4540.479492
	Iteration 1F: 3 clusters Score -1112778 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1113084.125000 Penalty: 4540.479492
	Iteration 2F: 3 clusters Score -1113084 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1113357.500000 Penalty: 4540.479492
	Iteration 3F: 3 clusters Score -1113358 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1113635.750000 Penalty: 4540.479492
	Iteration 4F: 3 clusters Score -1113636 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1113920.875000 Penalty: 4540.479492
	Iteration 5Q: 3 clusters Score -1113921 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1114232.750000 Penalty: 4540.479492
	Iteration 6F: 3 clusters Score -1114233 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1114499.125000 Penalty: 4540.479492
	Iteration 7Q: 3 clusters Score -1114499 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1114718.250000 Penalty: 4540.479492
	Iteration 8Q: 3 clusters Score -1114718 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1114879.375000 Penalty: 4540.479492
	Iteration 9Q: 3 clusters Score -1114879 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1115011.000000 Penalty: 4540.479492
	Iteration 10Q: 3 clusters Score -1115011 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1115093.625000 Penalty: 4540.479492
	Iteration 11Q: 3 clusters Score -1115094 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1115152.500000 Penalty: 4540.479492
	Iteration 12Q: 3 clusters Score -1115152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1115190.250000 Penalty: 4540.479492
	Iteration 13Q: 3 clusters Score -1115190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1115222.250000 Penalty: 4540.479492
	Iteration 14Q: 3 clusters Score -1115222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1115241.375000 Penalty: 4540.479492
	Iteration 15Q: 3 clusters Score -1115241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1115261.875000 Penalty: 4540.479492
	Iteration 16Q: 3 clusters Score -1115262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1115274.875000 Penalty: 4540.479492
	Iteration 17Q: 3 clusters Score -1115275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1115288.125000 Penalty: 4540.479492
	Iteration 18Q: 3 clusters Score -1115288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1115289.875000 Penalty: 4540.479492
	Iteration 19Q: 3 clusters Score -1115290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1115300.750000 Penalty: 4540.479492
	Iteration 20F: 3 clusters Score -1115301 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1115309.375000 Penalty: 4540.479492
	Iteration 21Q: 3 clusters Score -1115309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1115315.625000 Penalty: 4540.479492
	Iteration 22Q: 3 clusters Score -1115316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1115319.000000 Penalty: 4540.479492
	Iteration 23Q: 3 clusters Score -1115319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1115325.750000 Penalty: 4540.479492
	Iteration 24Q: 3 clusters Score -1115326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1115331.750000 Penalty: 4540.479492
	Iteration 25Q: 3 clusters Score -1115332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1115342.000000 Penalty: 4540.479492
	Iteration 26Q: 3 clusters Score -1115342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1115343.000000 Penalty: 4540.479492
	Iteration 27Q: 3 clusters Score -1115343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1115350.875000 Penalty: 4540.479492
	Iteration 28Q: 3 clusters Score -1115351 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1115351.500000 Penalty: 4540.479492
	Iteration 29Q: 3 clusters Score -1115352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1115355.500000 Penalty: 4540.479492
	Iteration 30Q: 3 clusters Score -1115356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1115356.500000 Penalty: 4540.479492
	Iteration 31Q: 3 clusters Score -1115356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1115360.625000 Penalty: 4540.479492
	Iteration 32Q: 3 clusters Score -1115361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1115361.500000 Penalty: 4540.479492
	Iteration 33Q: 3 clusters Score -1115362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1115359.750000 Penalty: 4540.479492
	Iteration 34Q: 3 clusters Score -1115360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1115364.250000 Penalty: 4540.479492
	Iteration 35Q: 3 clusters Score -1115364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1115363.875000 Penalty: 4540.479492
	Iteration 36Q: 3 clusters Score -1115364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1115362.750000 Penalty: 4540.479492
	Iteration 37Q: 3 clusters Score -1115363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1115363.875000 Penalty: 4540.479492
	Iteration 38Q: 3 clusters Score -1115364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1115366.875000 Penalty: 4540.479492
	Iteration 39Q: 3 clusters Score -1115367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1115366.750000 Penalty: 4540.479492
	Iteration 40F: 3 clusters Score -1115367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1115367.625000 Penalty: 4540.479492
	Iteration 41Q: 3 clusters Score -1115368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1115367.625000 Penalty: 4540.479492
	Iteration 42F: 3 clusters Score -1115368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Entering Unmasked Estep 
Score: -1025510.312500 Penalty: 2277.248779
	Iteration 0F: 2 clusters Score -1025510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1018078.250000 Penalty: 4554.497559
	Iteration 0F: 3 clusters Score -1018078 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1020715.937500 Penalty: 4554.497559
	Iteration 1F: 3 clusters Score -1020716 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1021447.562500 Penalty: 4554.497559
	Iteration 2F: 3 clusters Score -1021448 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1022041.937500 Penalty: 4554.497559
	Iteration 3F: 3 clusters Score -1022042 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1022493.312500 Penalty: 4554.497559
	Iteration 4F: 3 clusters Score -1022493 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1022847.312500 Penalty: 4554.497559
	Iteration 5F: 3 clusters Score -1022847 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1023161.187500 Penalty: 4554.497559
	Iteration 6Q: 3 clusters Score -1023161 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1023397.187500 Penalty: 4554.497559
	Iteration 7Q: 3 clusters Score -1023397 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1023564.500000 Penalty: 4554.497559
	Iteration 8Q: 3 clusters Score -1023564 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1023680.375000 Penalty: 4554.497559
	Iteration 9Q: 3 clusters Score -1023680 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1023756.812500 Penalty: 4554.497559
	Iteration 10Q: 3 clusters Score -1023757 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1023816.500000 Penalty: 4554.497559
	Iteration 11Q: 3 clusters Score -1023816 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1023867.500000 Penalty: 4554.497559
	Iteration 12Q: 3 clusters Score -1023868 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1023906.062500 Penalty: 4554.497559
	Iteration 13Q: 3 clusters Score -1023906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1023929.437500 Penalty: 4554.497559
	Iteration 14Q: 3 clusters Score -1023929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1023943.687500 Penalty: 4554.497559
	Iteration 15Q: 3 clusters Score -1023944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1023960.250000 Penalty: 4554.497559
	Iteration 16Q: 3 clusters Score -1023960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1023969.000000 Penalty: 4554.497559
	Iteration 17Q: 3 clusters Score -1023969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1023977.000000 Penalty: 4554.497559
	Iteration 18Q: 3 clusters Score -1023977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1023982.750000 Penalty: 4554.497559
	Iteration 19Q: 3 clusters Score -1023983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1023985.062500 Penalty: 4554.497559
	Iteration 20F: 3 clusters Score -1023985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1023986.000000 Penalty: 4554.497559
	Iteration 21Q: 3 clusters Score -1023986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1023988.375000 Penalty: 4554.497559
	Iteration 22Q: 3 clusters Score -1023988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1023990.187500 Penalty: 4554.497559
	Iteration 23Q: 3 clusters Score -1023990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1023990.500000 Penalty: 4554.497559
	Iteration 24Q: 3 clusters Score -1023990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1023991.312500 Penalty: 4554.497559
	Iteration 25Q: 3 clusters Score -1023991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1023992.312500 Penalty: 4554.497559
	Iteration 26Q: 3 clusters Score -1023992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1023991.750000 Penalty: 4554.497559
	Iteration 27Q: 3 clusters Score -1023992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1023991.562500 Penalty: 4554.497559
	Iteration 28Q: 3 clusters Score -1023992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1023991.937500 Penalty: 4554.497559
	Iteration 29Q: 3 clusters Score -1023992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1023992.562500 Penalty: 4554.497559
	Iteration 30Q: 3 clusters Score -1023993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1023992.562500 Penalty: 4554.497559
	Iteration 31F: 3 clusters Score -1023993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Entering Unmasked Estep 
Score: -3393703.250000 Penalty: 2541.776123
	Iteration 0F: 2 clusters Score -3393703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3374307.500000 Penalty: 5083.552246
	Iteration 0F: 3 clusters Score -3374308 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3381674.500000 Penalty: 5083.552246
	Iteration 1F: 3 clusters Score -3381674 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3382552.750000 Penalty: 5083.552246
	Iteration 2F: 3 clusters Score -3382553 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3383801.250000 Penalty: 5083.552246
	Iteration 3F: 3 clusters Score -3383801 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3385628.000000 Penalty: 5083.552246
	Iteration 4F: 3 clusters Score -3385628 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3388604.750000 Penalty: 5083.552246
	Iteration 5F: 3 clusters Score -3388605 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3392558.750000 Penalty: 5083.552246
	Iteration 6F: 3 clusters Score -3392559 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3396179.250000 Penalty: 5083.552246
	Iteration 7F: 3 clusters Score -3396179 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3398208.750000 Penalty: 5083.552246
	Iteration 8F: 3 clusters Score -3398209 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3398809.000000 Penalty: 5083.552246
	Iteration 9Q: 3 clusters Score -3398809 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3398992.750000 Penalty: 5083.552246
	Iteration 10Q: 3 clusters Score -3398993 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3399073.500000 Penalty: 5083.552246
	Iteration 11Q: 3 clusters Score -3399074 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3399102.750000 Penalty: 5083.552246
	Iteration 12Q: 3 clusters Score -3399103 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -3399117.750000 Penalty: 5083.552246
	Iteration 13Q: 3 clusters Score -3399118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3399115.750000 Penalty: 5083.552246
	Iteration 14Q: 3 clusters Score -3399116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3399122.500000 Penalty: 5083.552246
	Iteration 15Q: 3 clusters Score -3399122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3399120.500000 Penalty: 5083.552246
	Iteration 16Q: 3 clusters Score -3399120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3399128.750000 Penalty: 5083.552246
	Iteration 17Q: 3 clusters Score -3399129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3399130.500000 Penalty: 5083.552246
	Iteration 18Q: 3 clusters Score -3399130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3399134.750000 Penalty: 5083.552246
	Iteration 19Q: 3 clusters Score -3399135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3399130.000000 Penalty: 5083.552246
	Iteration 20F: 3 clusters Score -3399130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3399133.750000 Penalty: 5083.552246
	Iteration 21Q: 3 clusters Score -3399134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3399137.250000 Penalty: 5083.552246
	Iteration 22Q: 3 clusters Score -3399137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3399137.250000 Penalty: 5083.552246
	Iteration 23Q: 3 clusters Score -3399137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3399137.000000 Penalty: 5083.552246
	Iteration 24Q: 3 clusters Score -3399137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3399137.000000 Penalty: 5083.552246
	Iteration 25F: 3 clusters Score -3399137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 6 contains 22736 members 
Mstep: Class 7 contains 17883 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 12045 members 
Mstep: Class 19 contains 16656 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 32151 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 16212 members 
Entering Unmasked Estep 
Score: -35696708.000000 Penalty: 78615.226562
Splitting cluster 18 changes total score from -35688932.000000 to -35696708.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (16656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Entering Unmasked Estep 
Score: -1987147.250000 Penalty: 2410.690430
	Iteration 0F: 2 clusters Score -1987147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1975347.375000 Penalty: 4821.380859
	Iteration 0F: 3 clusters Score -1975347 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1979833.625000 Penalty: 4821.380859
	Iteration 1F: 3 clusters Score -1979834 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1981308.375000 Penalty: 4821.380859
	Iteration 2F: 3 clusters Score -1981308 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1982548.625000 Penalty: 4821.380859
	Iteration 3F: 3 clusters Score -1982549 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1983616.625000 Penalty: 4821.380859
	Iteration 4F: 3 clusters Score -1983617 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1984557.000000 Penalty: 4821.380859
	Iteration 5F: 3 clusters Score -1984557 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1985521.375000 Penalty: 4821.380859
	Iteration 6F: 3 clusters Score -1985521 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1986411.250000 Penalty: 4821.380859
	Iteration 7F: 3 clusters Score -1986411 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1987187.750000 Penalty: 4821.380859
	Iteration 8Q: 3 clusters Score -1987188 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1987798.875000 Penalty: 4821.380859
	Iteration 9Q: 3 clusters Score -1987799 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1988121.875000 Penalty: 4821.380859
	Iteration 10Q: 3 clusters Score -1988122 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1988334.000000 Penalty: 4821.380859
	Iteration 11Q: 3 clusters Score -1988334 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1988458.875000 Penalty: 4821.380859
	Iteration 12Q: 3 clusters Score -1988459 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1988537.375000 Penalty: 4821.380859
	Iteration 13Q: 3 clusters Score -1988537 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1988592.250000 Penalty: 4821.380859
	Iteration 14Q: 3 clusters Score -1988592 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1988629.125000 Penalty: 4821.380859
	Iteration 15Q: 3 clusters Score -1988629 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1988657.500000 Penalty: 4821.380859
	Iteration 16Q: 3 clusters Score -1988658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1988681.000000 Penalty: 4821.380859
	Iteration 17Q: 3 clusters Score -1988681 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1988689.750000 Penalty: 4821.380859
	Iteration 18Q: 3 clusters Score -1988690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1988701.875000 Penalty: 4821.380859
	Iteration 19Q: 3 clusters Score -1988702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1988710.750000 Penalty: 4821.380859
	Iteration 20F: 3 clusters Score -1988711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1988719.750000 Penalty: 4821.380859
	Iteration 21Q: 3 clusters Score -1988720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1988720.875000 Penalty: 4821.380859
	Iteration 22Q: 3 clusters Score -1988721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1988722.500000 Penalty: 4821.380859
	Iteration 23Q: 3 clusters Score -1988722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1988726.875000 Penalty: 4821.380859
	Iteration 24Q: 3 clusters Score -1988727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1988727.750000 Penalty: 4821.380859
	Iteration 25Q: 3 clusters Score -1988728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1988730.500000 Penalty: 4821.380859
	Iteration 26Q: 3 clusters Score -1988730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1988724.750000 Penalty: 4821.380859
	Iteration 27Q: 3 clusters Score -1988725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1988730.750000 Penalty: 4821.380859
	Iteration 28Q: 3 clusters Score -1988731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1988730.375000 Penalty: 4821.380859
	Iteration 29Q: 3 clusters Score -1988730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1988734.875000 Penalty: 4821.380859
	Iteration 30Q: 3 clusters Score -1988735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1988734.875000 Penalty: 4821.380859
	Iteration 31F: 3 clusters Score -1988735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 6 contains 22736 members 
Mstep: Class 7 contains 17883 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 12045 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 14652 members 
Mstep: Class 22 contains 32151 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 16212 members 
Mstep: Class 26 contains 5822 members 
Entering Unmasked Estep 
Score: -35697480.000000 Penalty: 81759.835938
Splitting cluster 19 changes total score from -35688932.000000 to -35697480.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (17738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Entering Unmasked Estep 
Score: -1977508.375000 Penalty: 2426.299072
	Iteration 0F: 2 clusters Score -1977508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1964822.250000 Penalty: 4852.598145
	Iteration 0F: 3 clusters Score -1964822 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1969439.625000 Penalty: 4852.598145
	Iteration 1F: 3 clusters Score -1969440 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1970085.625000 Penalty: 4852.598145
	Iteration 2F: 3 clusters Score -1970086 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1970617.000000 Penalty: 4852.598145
	Iteration 3F: 3 clusters Score -1970617 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1971075.875000 Penalty: 4852.598145
	Iteration 4F: 3 clusters Score -1971076 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1971484.000000 Penalty: 4852.598145
	Iteration 5Q: 3 clusters Score -1971484 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1971833.500000 Penalty: 4852.598145
	Iteration 6Q: 3 clusters Score -1971834 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1972149.250000 Penalty: 4852.598145
	Iteration 7Q: 3 clusters Score -1972149 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1972452.125000 Penalty: 4852.598145
	Iteration 8Q: 3 clusters Score -1972452 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1972758.875000 Penalty: 4852.598145
	Iteration 9Q: 3 clusters Score -1972759 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1973051.000000 Penalty: 4852.598145
	Iteration 10Q: 3 clusters Score -1973051 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1973271.875000 Penalty: 4852.598145
	Iteration 11Q: 3 clusters Score -1973272 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1973456.250000 Penalty: 4852.598145
	Iteration 12Q: 3 clusters Score -1973456 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1973610.625000 Penalty: 4852.598145
	Iteration 13Q: 3 clusters Score -1973611 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1973717.625000 Penalty: 4852.598145
	Iteration 14Q: 3 clusters Score -1973718 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1973789.250000 Penalty: 4852.598145
	Iteration 15Q: 3 clusters Score -1973789 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1973847.500000 Penalty: 4852.598145
	Iteration 16Q: 3 clusters Score -1973848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1973898.000000 Penalty: 4852.598145
	Iteration 17Q: 3 clusters Score -1973898 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1973941.750000 Penalty: 4852.598145
	Iteration 18Q: 3 clusters Score -1973942 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1973956.125000 Penalty: 4852.598145
	Iteration 19Q: 3 clusters Score -1973956 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1973973.750000 Penalty: 4852.598145
	Iteration 20F: 3 clusters Score -1973974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1973979.375000 Penalty: 4852.598145
	Iteration 21Q: 3 clusters Score -1973979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1973996.875000 Penalty: 4852.598145
	Iteration 22Q: 3 clusters Score -1973997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1973999.125000 Penalty: 4852.598145
	Iteration 23Q: 3 clusters Score -1973999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1974009.375000 Penalty: 4852.598145
	Iteration 24Q: 3 clusters Score -1974009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1974015.500000 Penalty: 4852.598145
	Iteration 25Q: 3 clusters Score -1974016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1974018.250000 Penalty: 4852.598145
	Iteration 26Q: 3 clusters Score -1974018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1974027.750000 Penalty: 4852.598145
	Iteration 27Q: 3 clusters Score -1974028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1974032.000000 Penalty: 4852.598145
	Iteration 28Q: 3 clusters Score -1974032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1974036.500000 Penalty: 4852.598145
	Iteration 29Q: 3 clusters Score -1974036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1974040.250000 Penalty: 4852.598145
	Iteration 30Q: 3 clusters Score -1974040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1974046.375000 Penalty: 4852.598145
	Iteration 31Q: 3 clusters Score -1974046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1974050.750000 Penalty: 4852.598145
	Iteration 32Q: 3 clusters Score -1974051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1974058.375000 Penalty: 4852.598145
	Iteration 33Q: 3 clusters Score -1974058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1974058.375000 Penalty: 4852.598145
	Iteration 34Q: 3 clusters Score -1974058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1974060.750000 Penalty: 4852.598145
	Iteration 35Q: 3 clusters Score -1974061 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1974064.000000 Penalty: 4852.598145
	Iteration 36Q: 3 clusters Score -1974064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1974069.000000 Penalty: 4852.598145
	Iteration 37Q: 3 clusters Score -1974069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1974072.125000 Penalty: 4852.598145
	Iteration 38Q: 3 clusters Score -1974072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1974075.875000 Penalty: 4852.598145
	Iteration 39Q: 3 clusters Score -1974076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1974084.875000 Penalty: 4852.598145
	Iteration 40F: 3 clusters Score -1974085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1974086.000000 Penalty: 4852.598145
	Iteration 41Q: 3 clusters Score -1974086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1974084.750000 Penalty: 4852.598145
	Iteration 42Q: 3 clusters Score -1974085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1974099.500000 Penalty: 4852.598145
	Iteration 43Q: 3 clusters Score -1974100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1974094.750000 Penalty: 4852.598145
	Iteration 44Q: 3 clusters Score -1974095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1974098.250000 Penalty: 4852.598145
	Iteration 45Q: 3 clusters Score -1974098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1974098.250000 Penalty: 4852.598145
	Iteration 46Q: 3 clusters Score -1974098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1974094.750000 Penalty: 4852.598145
	Iteration 47Q: 3 clusters Score -1974095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1974102.125000 Penalty: 4852.598145
	Iteration 48Q: 3 clusters Score -1974102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1974103.375000 Penalty: 4852.598145
	Iteration 49Q: 3 clusters Score -1974103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1974103.875000 Penalty: 4852.598145
	Iteration 50Q: 3 clusters Score -1974104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1974101.250000 Penalty: 4852.598145
	Iteration 51Q: 3 clusters Score -1974101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1974105.125000 Penalty: 4852.598145
	Iteration 52Q: 3 clusters Score -1974105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1974106.500000 Penalty: 4852.598145
	Iteration 53Q: 3 clusters Score -1974106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1974110.250000 Penalty: 4852.598145
	Iteration 54Q: 3 clusters Score -1974110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1974108.375000 Penalty: 4852.598145
	Iteration 55Q: 3 clusters Score -1974108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1974112.375000 Penalty: 4852.598145
	Iteration 56Q: 3 clusters Score -1974112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1974119.875000 Penalty: 4852.598145
	Iteration 57Q: 3 clusters Score -1974120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1974123.500000 Penalty: 4852.598145
	Iteration 58Q: 3 clusters Score -1974124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1974122.750000 Penalty: 4852.598145
	Iteration 59Q: 3 clusters Score -1974123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1974123.625000 Penalty: 4852.598145
	Iteration 60F: 3 clusters Score -1974124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1974126.250000 Penalty: 4852.598145
	Iteration 61Q: 3 clusters Score -1974126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1974125.250000 Penalty: 4852.598145
	Iteration 62Q: 3 clusters Score -1974125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1974128.625000 Penalty: 4852.598145
	Iteration 63Q: 3 clusters Score -1974129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1974130.625000 Penalty: 4852.598145
	Iteration 64Q: 3 clusters Score -1974131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1974137.000000 Penalty: 4852.598145
	Iteration 65Q: 3 clusters Score -1974137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1974138.375000 Penalty: 4852.598145
	Iteration 66Q: 3 clusters Score -1974138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1974137.625000 Penalty: 4852.598145
	Iteration 67Q: 3 clusters Score -1974138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1974137.125000 Penalty: 4852.598145
	Iteration 68Q: 3 clusters Score -1974137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1974142.375000 Penalty: 4852.598145
	Iteration 69Q: 3 clusters Score -1974142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1974142.125000 Penalty: 4852.598145
	Iteration 70Q: 3 clusters Score -1974142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1974141.500000 Penalty: 4852.598145
	Iteration 71Q: 3 clusters Score -1974142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1974147.875000 Penalty: 4852.598145
	Iteration 72Q: 3 clusters Score -1974148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1974149.750000 Penalty: 4852.598145
	Iteration 73Q: 3 clusters Score -1974150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1974151.875000 Penalty: 4852.598145
	Iteration 74Q: 3 clusters Score -1974152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1974152.875000 Penalty: 4852.598145
	Iteration 75Q: 3 clusters Score -1974153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1974151.875000 Penalty: 4852.598145
	Iteration 76Q: 3 clusters Score -1974152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1974149.875000 Penalty: 4852.598145
	Iteration 77Q: 3 clusters Score -1974150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1974152.125000 Penalty: 4852.598145
	Iteration 78Q: 3 clusters Score -1974152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1974151.125000 Penalty: 4852.598145
	Iteration 79Q: 3 clusters Score -1974151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1974151.125000 Penalty: 4852.598145
	Iteration 80F: 3 clusters Score -1974151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Entering Unmasked Estep 
Score: -1725192.625000 Penalty: 2378.898193
	Iteration 0F: 2 clusters Score -1725193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1714692.500000 Penalty: 4757.796387
	Iteration 0F: 3 clusters Score -1714692 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1719038.625000 Penalty: 4757.796387
	Iteration 1F: 3 clusters Score -1719039 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1720649.875000 Penalty: 4757.796387
	Iteration 2F: 3 clusters Score -1720650 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1722274.500000 Penalty: 4757.796387
	Iteration 3F: 3 clusters Score -1722274 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1723819.125000 Penalty: 4757.796387
	Iteration 4F: 3 clusters Score -1723819 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1724914.250000 Penalty: 4757.796387
	Iteration 5F: 3 clusters Score -1724914 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1725468.875000 Penalty: 4757.796387
	Iteration 6Q: 3 clusters Score -1725469 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1725757.250000 Penalty: 4757.796387
	Iteration 7Q: 3 clusters Score -1725757 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1725938.250000 Penalty: 4757.796387
	Iteration 8Q: 3 clusters Score -1725938 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1726058.000000 Penalty: 4757.796387
	Iteration 9Q: 3 clusters Score -1726058 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1726153.375000 Penalty: 4757.796387
	Iteration 10Q: 3 clusters Score -1726153 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1726199.250000 Penalty: 4757.796387
	Iteration 11Q: 3 clusters Score -1726199 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1726254.750000 Penalty: 4757.796387
	Iteration 12Q: 3 clusters Score -1726255 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1726292.375000 Penalty: 4757.796387
	Iteration 13Q: 3 clusters Score -1726292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1726316.250000 Penalty: 4757.796387
	Iteration 14Q: 3 clusters Score -1726316 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1726339.375000 Penalty: 4757.796387
	Iteration 15Q: 3 clusters Score -1726339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1726353.625000 Penalty: 4757.796387
	Iteration 16Q: 3 clusters Score -1726354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1726367.875000 Penalty: 4757.796387
	Iteration 17Q: 3 clusters Score -1726368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1726383.125000 Penalty: 4757.796387
	Iteration 18Q: 3 clusters Score -1726383 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1726400.125000 Penalty: 4757.796387
	Iteration 19Q: 3 clusters Score -1726400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1726411.125000 Penalty: 4757.796387
	Iteration 20F: 3 clusters Score -1726411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1726419.125000 Penalty: 4757.796387
	Iteration 21Q: 3 clusters Score -1726419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1726427.625000 Penalty: 4757.796387
	Iteration 22Q: 3 clusters Score -1726428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1726427.250000 Penalty: 4757.796387
	Iteration 23Q: 3 clusters Score -1726427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1726428.500000 Penalty: 4757.796387
	Iteration 24Q: 3 clusters Score -1726428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1726430.500000 Penalty: 4757.796387
	Iteration 25Q: 3 clusters Score -1726430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1726436.500000 Penalty: 4757.796387
	Iteration 26Q: 3 clusters Score -1726436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1726439.250000 Penalty: 4757.796387
	Iteration 27Q: 3 clusters Score -1726439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1726440.000000 Penalty: 4757.796387
	Iteration 28Q: 3 clusters Score -1726440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1726444.625000 Penalty: 4757.796387
	Iteration 29Q: 3 clusters Score -1726445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1726440.625000 Penalty: 4757.796387
	Iteration 30Q: 3 clusters Score -1726441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1726443.500000 Penalty: 4757.796387
	Iteration 31Q: 3 clusters Score -1726444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1726443.625000 Penalty: 4757.796387
	Iteration 32Q: 3 clusters Score -1726444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1726447.625000 Penalty: 4757.796387
	Iteration 33Q: 3 clusters Score -1726448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1726445.750000 Penalty: 4757.796387
	Iteration 34Q: 3 clusters Score -1726446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1726446.125000 Penalty: 4757.796387
	Iteration 35Q: 3 clusters Score -1726446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1726452.000000 Penalty: 4757.796387
	Iteration 36Q: 3 clusters Score -1726452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1726455.750000 Penalty: 4757.796387
	Iteration 37Q: 3 clusters Score -1726456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1726454.750000 Penalty: 4757.796387
	Iteration 38Q: 3 clusters Score -1726455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1726451.375000 Penalty: 4757.796387
	Iteration 39Q: 3 clusters Score -1726451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1726456.625000 Penalty: 4757.796387
	Iteration 40F: 3 clusters Score -1726457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1726457.875000 Penalty: 4757.796387
	Iteration 41Q: 3 clusters Score -1726458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1726457.375000 Penalty: 4757.796387
	Iteration 42Q: 3 clusters Score -1726457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1726458.875000 Penalty: 4757.796387
	Iteration 43Q: 3 clusters Score -1726459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1726458.875000 Penalty: 4757.796387
	Iteration 44Q: 3 clusters Score -1726459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1726459.375000 Penalty: 4757.796387
	Iteration 45Q: 3 clusters Score -1726459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1726458.625000 Penalty: 4757.796387
	Iteration 46Q: 3 clusters Score -1726459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1726463.250000 Penalty: 4757.796387
	Iteration 47Q: 3 clusters Score -1726463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1726466.875000 Penalty: 4757.796387
	Iteration 48Q: 3 clusters Score -1726467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1726465.250000 Penalty: 4757.796387
	Iteration 49Q: 3 clusters Score -1726465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1726465.000000 Penalty: 4757.796387
	Iteration 50Q: 3 clusters Score -1726465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1726465.000000 Penalty: 4757.796387
	Iteration 51F: 3 clusters Score -1726465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 6 contains 22736 members 
Mstep: Class 7 contains 17883 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 12045 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 12778 members 
Mstep: Class 22 contains 32151 members 
Mstep: Class 23 contains 17860 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 16212 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 1874 members 
Entering Unmasked Estep 
Score: -35697872.000000 Penalty: 84904.445312
Splitting cluster 21 changes total score from -35688932.000000 to -35697872.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (32151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Entering Unmasked Estep 
Score: -3585989.750000 Penalty: 2573.793213
	Iteration 0F: 2 clusters Score -3585990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3564080.500000 Penalty: 5147.586426
	Iteration 0F: 3 clusters Score -3564080 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -3573063.250000 Penalty: 5147.586426
	Iteration 1F: 3 clusters Score -3573063 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -3574509.000000 Penalty: 5147.586426
	Iteration 2F: 3 clusters Score -3574509 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3576148.000000 Penalty: 5147.586426
	Iteration 3F: 3 clusters Score -3576148 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3577786.000000 Penalty: 5147.586426
	Iteration 4F: 3 clusters Score -3577786 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3579383.750000 Penalty: 5147.586426
	Iteration 5F: 3 clusters Score -3579384 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3580728.250000 Penalty: 5147.586426
	Iteration 6F: 3 clusters Score -3580728 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3581703.500000 Penalty: 5147.586426
	Iteration 7Q: 3 clusters Score -3581704 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3582271.000000 Penalty: 5147.586426
	Iteration 8Q: 3 clusters Score -3582271 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3582653.250000 Penalty: 5147.586426
	Iteration 9Q: 3 clusters Score -3582653 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3582920.750000 Penalty: 5147.586426
	Iteration 10Q: 3 clusters Score -3582921 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3583130.000000 Penalty: 5147.586426
	Iteration 11Q: 3 clusters Score -3583130 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -3583294.750000 Penalty: 5147.586426
	Iteration 12Q: 3 clusters Score -3583295 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -3583414.000000 Penalty: 5147.586426
	Iteration 13Q: 3 clusters Score -3583414 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -3583509.750000 Penalty: 5147.586426
	Iteration 14Q: 3 clusters Score -3583510 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -3583582.750000 Penalty: 5147.586426
	Iteration 15Q: 3 clusters Score -3583583 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3583617.750000 Penalty: 5147.586426
	Iteration 16Q: 3 clusters Score -3583618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3583662.250000 Penalty: 5147.586426
	Iteration 17Q: 3 clusters Score -3583662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -3583719.250000 Penalty: 5147.586426
	Iteration 18Q: 3 clusters Score -3583719 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -3583758.250000 Penalty: 5147.586426
	Iteration 19Q: 3 clusters Score -3583758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3583798.250000 Penalty: 5147.586426
	Iteration 20F: 3 clusters Score -3583798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3583827.750000 Penalty: 5147.586426
	Iteration 21Q: 3 clusters Score -3583828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3583848.250000 Penalty: 5147.586426
	Iteration 22Q: 3 clusters Score -3583848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -3583857.250000 Penalty: 5147.586426
	Iteration 23Q: 3 clusters Score -3583857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3583864.250000 Penalty: 5147.586426
	Iteration 24Q: 3 clusters Score -3583864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -3583873.750000 Penalty: 5147.586426
	Iteration 25Q: 3 clusters Score -3583874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3583879.750000 Penalty: 5147.586426
	Iteration 26Q: 3 clusters Score -3583880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3583890.250000 Penalty: 5147.586426
	Iteration 27Q: 3 clusters Score -3583890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -3583899.000000 Penalty: 5147.586426
	Iteration 28Q: 3 clusters Score -3583899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3583909.000000 Penalty: 5147.586426
	Iteration 29Q: 3 clusters Score -3583909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -3583911.750000 Penalty: 5147.586426
	Iteration 30Q: 3 clusters Score -3583912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -3583912.000000 Penalty: 5147.586426
	Iteration 31Q: 3 clusters Score -3583912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3583922.000000 Penalty: 5147.586426
	Iteration 32Q: 3 clusters Score -3583922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -3583926.000000 Penalty: 5147.586426
	Iteration 33Q: 3 clusters Score -3583926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3583928.750000 Penalty: 5147.586426
	Iteration 34Q: 3 clusters Score -3583929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -3583932.250000 Penalty: 5147.586426
	Iteration 35Q: 3 clusters Score -3583932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -3583957.000000 Penalty: 5147.586426
	Iteration 36Q: 3 clusters Score -3583957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3583957.750000 Penalty: 5147.586426
	Iteration 37Q: 3 clusters Score -3583958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3583960.250000 Penalty: 5147.586426
	Iteration 38Q: 3 clusters Score -3583960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3583968.000000 Penalty: 5147.586426
	Iteration 39Q: 3 clusters Score -3583968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -3583967.500000 Penalty: 5147.586426
	Iteration 40F: 3 clusters Score -3583968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -3583968.500000 Penalty: 5147.586426
	Iteration 41Q: 3 clusters Score -3583968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -3583972.750000 Penalty: 5147.586426
	Iteration 42Q: 3 clusters Score -3583973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -3583976.750000 Penalty: 5147.586426
	Iteration 43Q: 3 clusters Score -3583977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3583984.250000 Penalty: 5147.586426
	Iteration 44Q: 3 clusters Score -3583984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3583994.000000 Penalty: 5147.586426
	Iteration 45Q: 3 clusters Score -3583994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3583992.500000 Penalty: 5147.586426
	Iteration 46Q: 3 clusters Score -3583992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3583989.750000 Penalty: 5147.586426
	Iteration 47Q: 3 clusters Score -3583990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3583998.250000 Penalty: 5147.586426
	Iteration 48Q: 3 clusters Score -3583998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3583996.500000 Penalty: 5147.586426
	Iteration 49Q: 3 clusters Score -3583996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3584000.000000 Penalty: 5147.586426
	Iteration 50Q: 3 clusters Score -3584000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3583995.000000 Penalty: 5147.586426
	Iteration 51Q: 3 clusters Score -3583995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3583994.500000 Penalty: 5147.586426
	Iteration 52Q: 3 clusters Score -3583994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -3583994.750000 Penalty: 5147.586426
	Iteration 53Q: 3 clusters Score -3583995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3583989.500000 Penalty: 5147.586426
	Iteration 54Q: 3 clusters Score -3583990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3583997.250000 Penalty: 5147.586426
	Iteration 55Q: 3 clusters Score -3583997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3583997.750000 Penalty: 5147.586426
	Iteration 56Q: 3 clusters Score -3583998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3584000.500000 Penalty: 5147.586426
	Iteration 57Q: 3 clusters Score -3584000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -3583999.250000 Penalty: 5147.586426
	Iteration 58Q: 3 clusters Score -3583999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3583999.500000 Penalty: 5147.586426
	Iteration 59Q: 3 clusters Score -3584000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3583999.000000 Penalty: 5147.586426
	Iteration 60F: 3 clusters Score -3583999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3583998.500000 Penalty: 5147.586426
	Iteration 61Q: 3 clusters Score -3583998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3583997.000000 Penalty: 5147.586426
	Iteration 62Q: 3 clusters Score -3583997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3584001.000000 Penalty: 5147.586426
	Iteration 63Q: 3 clusters Score -3584001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3584001.750000 Penalty: 5147.586426
	Iteration 64Q: 3 clusters Score -3584002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -3584001.750000 Penalty: 5147.586426
	Iteration 65F: 3 clusters Score -3584002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Entering Unmasked Estep 
Score: -2113481.500000 Penalty: 2427.999023
	Iteration 0F: 2 clusters Score -2113482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2100749.500000 Penalty: 4855.998047
	Iteration 0F: 3 clusters Score -2100750 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2106234.250000 Penalty: 4855.998047
	Iteration 1F: 3 clusters Score -2106234 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2108342.750000 Penalty: 4855.998047
	Iteration 2F: 3 clusters Score -2108343 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2110466.500000 Penalty: 4855.998047
	Iteration 3F: 3 clusters Score -2110466 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2112094.000000 Penalty: 4855.998047
	Iteration 4F: 3 clusters Score -2112094 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2112889.250000 Penalty: 4855.998047
	Iteration 5F: 3 clusters Score -2112889 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2113197.500000 Penalty: 4855.998047
	Iteration 6Q: 3 clusters Score -2113198 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2113339.000000 Penalty: 4855.998047
	Iteration 7Q: 3 clusters Score -2113339 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2113438.000000 Penalty: 4855.998047
	Iteration 8Q: 3 clusters Score -2113438 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2113517.750000 Penalty: 4855.998047
	Iteration 9Q: 3 clusters Score -2113518 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2113584.750000 Penalty: 4855.998047
	Iteration 10Q: 3 clusters Score -2113585 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2113647.250000 Penalty: 4855.998047
	Iteration 11Q: 3 clusters Score -2113647 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2113704.500000 Penalty: 4855.998047
	Iteration 12Q: 3 clusters Score -2113704 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2113756.750000 Penalty: 4855.998047
	Iteration 13Q: 3 clusters Score -2113757 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2113803.000000 Penalty: 4855.998047
	Iteration 14Q: 3 clusters Score -2113803 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2113829.750000 Penalty: 4855.998047
	Iteration 15Q: 3 clusters Score -2113830 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2113857.500000 Penalty: 4855.998047
	Iteration 16Q: 3 clusters Score -2113858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2113876.500000 Penalty: 4855.998047
	Iteration 17Q: 3 clusters Score -2113876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2113885.500000 Penalty: 4855.998047
	Iteration 18Q: 3 clusters Score -2113886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2113893.750000 Penalty: 4855.998047
	Iteration 19Q: 3 clusters Score -2113894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2113904.000000 Penalty: 4855.998047
	Iteration 20F: 3 clusters Score -2113904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2113911.500000 Penalty: 4855.998047
	Iteration 21Q: 3 clusters Score -2113912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2113913.500000 Penalty: 4855.998047
	Iteration 22Q: 3 clusters Score -2113914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2113909.750000 Penalty: 4855.998047
	Iteration 23Q: 3 clusters Score -2113910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2113912.750000 Penalty: 4855.998047
	Iteration 24Q: 3 clusters Score -2113913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2113916.250000 Penalty: 4855.998047
	Iteration 25Q: 3 clusters Score -2113916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2113921.250000 Penalty: 4855.998047
	Iteration 26Q: 3 clusters Score -2113921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2113919.500000 Penalty: 4855.998047
	Iteration 27Q: 3 clusters Score -2113920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2113926.500000 Penalty: 4855.998047
	Iteration 28Q: 3 clusters Score -2113926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2113921.500000 Penalty: 4855.998047
	Iteration 29Q: 3 clusters Score -2113922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2113930.500000 Penalty: 4855.998047
	Iteration 30Q: 3 clusters Score -2113930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2113932.750000 Penalty: 4855.998047
	Iteration 31Q: 3 clusters Score -2113933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2113932.250000 Penalty: 4855.998047
	Iteration 32Q: 3 clusters Score -2113932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2113929.250000 Penalty: 4855.998047
	Iteration 33Q: 3 clusters Score -2113929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2113925.000000 Penalty: 4855.998047
	Iteration 34Q: 3 clusters Score -2113925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2113930.500000 Penalty: 4855.998047
	Iteration 35Q: 3 clusters Score -2113930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2113928.500000 Penalty: 4855.998047
	Iteration 36Q: 3 clusters Score -2113928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2113926.500000 Penalty: 4855.998047
	Iteration 37Q: 3 clusters Score -2113926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2113926.250000 Penalty: 4855.998047
	Iteration 38Q: 3 clusters Score -2113926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2113930.250000 Penalty: 4855.998047
	Iteration 39Q: 3 clusters Score -2113930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2113929.750000 Penalty: 4855.998047
	Iteration 40F: 3 clusters Score -2113930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 6 contains 22736 members 
Mstep: Class 7 contains 17883 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 12045 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 12778 members 
Mstep: Class 22 contains 32151 members 
Mstep: Class 23 contains 5989 members 
Mstep: Class 24 contains 9587 members 
Mstep: Class 25 contains 16212 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 1874 members 
Mstep: Class 28 contains 11871 members 
Entering Unmasked Estep 
Score: -35697576.000000 Penalty: 88049.054688
Splitting cluster 23 changes total score from -35688932.000000 to -35697576.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (9587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Entering Unmasked Estep 
Score: -1132282.000000 Penalty: 2273.704590
	Iteration 0F: 2 clusters Score -1132282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1124915.625000 Penalty: 4547.409180
	Iteration 0F: 3 clusters Score -1124916 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1127097.625000 Penalty: 4547.409180
	Iteration 1F: 3 clusters Score -1127098 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1127546.875000 Penalty: 4547.409180
	Iteration 2F: 3 clusters Score -1127547 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1128095.375000 Penalty: 4547.409180
	Iteration 3F: 3 clusters Score -1128095 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1128788.875000 Penalty: 4547.409180
	Iteration 4F: 3 clusters Score -1128789 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1129445.250000 Penalty: 4547.409180
	Iteration 5F: 3 clusters Score -1129445 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1130001.750000 Penalty: 4547.409180
	Iteration 6F: 3 clusters Score -1130002 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1130451.875000 Penalty: 4547.409180
	Iteration 7F: 3 clusters Score -1130452 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1130874.375000 Penalty: 4547.409180
	Iteration 8Q: 3 clusters Score -1130874 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1131548.000000 Penalty: 4547.409180
	Iteration 9Q: 3 clusters Score -1131548 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1132361.250000 Penalty: 4547.409180
	Iteration 10Q: 3 clusters Score -1132361 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1132785.625000 Penalty: 4547.409180
	Iteration 11Q: 3 clusters Score -1132786 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1132936.625000 Penalty: 4547.409180
	Iteration 12Q: 3 clusters Score -1132937 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1133022.125000 Penalty: 4547.409180
	Iteration 13Q: 3 clusters Score -1133022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1133084.375000 Penalty: 4547.409180
	Iteration 14Q: 3 clusters Score -1133084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1133145.500000 Penalty: 4547.409180
	Iteration 15Q: 3 clusters Score -1133146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1133216.000000 Penalty: 4547.409180
	Iteration 16Q: 3 clusters Score -1133216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1133316.625000 Penalty: 4547.409180
	Iteration 17Q: 3 clusters Score -1133317 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1133459.250000 Penalty: 4547.409180
	Iteration 18Q: 3 clusters Score -1133459 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1133598.125000 Penalty: 4547.409180
	Iteration 19Q: 3 clusters Score -1133598 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1133747.125000 Penalty: 4547.409180
	Iteration 20F: 3 clusters Score -1133747 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1133902.750000 Penalty: 4547.409180
	Iteration 21Q: 3 clusters Score -1133903 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1134121.375000 Penalty: 4547.409180
	Iteration 22Q: 3 clusters Score -1134121 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1134334.875000 Penalty: 4547.409180
	Iteration 23Q: 3 clusters Score -1134335 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1134450.375000 Penalty: 4547.409180
	Iteration 24Q: 3 clusters Score -1134450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1134518.750000 Penalty: 4547.409180
	Iteration 25Q: 3 clusters Score -1134519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1134549.000000 Penalty: 4547.409180
	Iteration 26Q: 3 clusters Score -1134549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1134559.125000 Penalty: 4547.409180
	Iteration 27Q: 3 clusters Score -1134559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1134568.625000 Penalty: 4547.409180
	Iteration 28Q: 3 clusters Score -1134569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1134572.500000 Penalty: 4547.409180
	Iteration 29Q: 3 clusters Score -1134572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1134573.250000 Penalty: 4547.409180
	Iteration 30Q: 3 clusters Score -1134573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1134575.875000 Penalty: 4547.409180
	Iteration 31Q: 3 clusters Score -1134576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1134574.750000 Penalty: 4547.409180
	Iteration 32Q: 3 clusters Score -1134575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1134574.750000 Penalty: 4547.409180
	Iteration 33F: 3 clusters Score -1134575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 6 contains 22736 members 
Mstep: Class 7 contains 17883 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 12045 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 12778 members 
Mstep: Class 22 contains 32151 members 
Mstep: Class 23 contains 5989 members 
Mstep: Class 24 contains 2869 members 
Mstep: Class 25 contains 16212 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 1874 members 
Mstep: Class 28 contains 11871 members 
Mstep: Class 29 contains 6718 members 
Entering Unmasked Estep 
Score: -35698912.000000 Penalty: 91193.664062
Splitting cluster 24 changes total score from -35688932.000000 to -35698912.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5402 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 12061 members 
Mstep: Class 7 contains 17883 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 4273 members 
Mstep: Class 11 contains 11339 members 
Mstep: Class 13 contains 12045 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 15 contains 6509 members 
Mstep: Class 16 contains 9454 members 
Mstep: Class 17 contains 9725 members 
Mstep: Class 18 contains 12045 members 
Mstep: Class 19 contains 10834 members 
Mstep: Class 20 contains 17738 members 
Mstep: Class 21 contains 12778 members 
Mstep: Class 22 contains 32151 members 
Mstep: Class 23 contains 5989 members 
Mstep: Class 24 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35706476.000000 Penalty: 91193.664062
Iteration 39Q: 30 clusters Score -3.570648e+07 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5412 members 
Mstep: Class 3 contains 13656 members 
Mstep: Class 4 contains 15031 members 
Mstep: Class 5 contains 11796 members 
Mstep: Class 6 contains 22514 members 
Mstep: Class 7 contains 18509 members 
Mstep: Class 8 contains 8105 members 
Mstep: Class 9 contains 4466 members 
Mstep: Class 10 contains 4244 members 
Mstep: Class 11 contains 11442 members 
Mstep: Class 12 contains 14215 members 
Mstep: Class 13 contains 12179 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 6450 members 
Mstep: Class 16 contains 9415 members 
Mstep: Class 17 contains 9778 members 
Mstep: Class 18 contains 12105 members 
Mstep: Class 19 contains 11159 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 12974 members 
Mstep: Class 22 contains 32381 members 
Mstep: Class 23 contains 6290 members 
Mstep: Class 24 contains 2936 members 
Mstep: Class 25 contains 15504 members 
Mstep: Class 26 contains 5764 members 
Mstep: Class 27 contains 1793 members 
Mstep: Class 28 contains 11485 members 
Mstep: Class 29 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35711680.000000 Penalty: 91193.664062
Iteration 40F: 30 clusters Score -3.571168e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 13583 members 
Mstep: Class 4 contains 15019 members 
Mstep: Class 5 contains 11511 members 
Mstep: Class 6 contains 22570 members 
Mstep: Class 7 contains 18522 members 
Mstep: Class 8 contains 8055 members 
Mstep: Class 9 contains 4480 members 
Mstep: Class 10 contains 4185 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 14313 members 
Mstep: Class 13 contains 12165 members 
Mstep: Class 14 contains 14302 members 
Mstep: Class 15 contains 6383 members 
Mstep: Class 16 contains 9329 members 
Mstep: Class 17 contains 9771 members 
Mstep: Class 18 contains 12033 members 
Mstep: Class 19 contains 10920 members 
Mstep: Class 20 contains 17851 members 
Mstep: Class 21 contains 13088 members 
Mstep: Class 22 contains 32187 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 2874 members 
Mstep: Class 25 contains 15613 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 1870 members 
Mstep: Class 28 contains 11793 members 
Mstep: Class 29 contains 6605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35713728.000000 Penalty: 91193.664062
Iteration 41Q: 30 clusters Score -3.571373e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5407 members 
Mstep: Class 3 contains 13580 members 
Mstep: Class 4 contains 15017 members 
Mstep: Class 5 contains 11226 members 
Mstep: Class 6 contains 22425 members 
Mstep: Class 7 contains 18664 members 
Mstep: Class 8 contains 8020 members 
Mstep: Class 9 contains 4490 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 11641 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 12186 members 
Mstep: Class 14 contains 14246 members 
Mstep: Class 15 contains 6340 members 
Mstep: Class 16 contains 9256 members 
Mstep: Class 17 contains 9779 members 
Mstep: Class 18 contains 12020 members 
Mstep: Class 19 contains 10779 members 
Mstep: Class 20 contains 17923 members 
Mstep: Class 21 contains 13260 members 
Mstep: Class 22 contains 32061 members 
Mstep: Class 23 contains 6565 members 
Mstep: Class 24 contains 2845 members 
Mstep: Class 25 contains 15587 members 
Mstep: Class 26 contains 5956 members 
Mstep: Class 27 contains 1902 members 
Mstep: Class 28 contains 11991 members 
Mstep: Class 29 contains 6611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35714412.000000 Penalty: 91193.664062
Iteration 42Q: 30 clusters Score -3.571441e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5404 members 
Mstep: Class 3 contains 13582 members 
Mstep: Class 4 contains 15009 members 
Mstep: Class 5 contains 10973 members 
Mstep: Class 6 contains 22246 members 
Mstep: Class 7 contains 18777 members 
Mstep: Class 8 contains 7978 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 4125 members 
Mstep: Class 11 contains 11708 members 
Mstep: Class 12 contains 14437 members 
Mstep: Class 13 contains 12221 members 
Mstep: Class 14 contains 14241 members 
Mstep: Class 15 contains 6309 members 
Mstep: Class 16 contains 9209 members 
Mstep: Class 17 contains 9783 members 
Mstep: Class 18 contains 12015 members 
Mstep: Class 19 contains 10682 members 
Mstep: Class 20 contains 18034 members 
Mstep: Class 21 contains 13385 members 
Mstep: Class 22 contains 31959 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 2828 members 
Mstep: Class 25 contains 15578 members 
Mstep: Class 26 contains 6008 members 
Mstep: Class 27 contains 1922 members 
Mstep: Class 28 contains 12108 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715000.000000 Penalty: 91193.664062
Iteration 43Q: 30 clusters Score -3.5715e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 13570 members 
Mstep: Class 4 contains 15007 members 
Mstep: Class 5 contains 10763 members 
Mstep: Class 6 contains 22097 members 
Mstep: Class 7 contains 18881 members 
Mstep: Class 8 contains 7936 members 
Mstep: Class 9 contains 4508 members 
Mstep: Class 10 contains 4100 members 
Mstep: Class 11 contains 11776 members 
Mstep: Class 12 contains 14496 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 14212 members 
Mstep: Class 15 contains 6269 members 
Mstep: Class 16 contains 9173 members 
Mstep: Class 17 contains 9786 members 
Mstep: Class 18 contains 12001 members 
Mstep: Class 19 contains 10601 members 
Mstep: Class 20 contains 18115 members 
Mstep: Class 21 contains 13503 members 
Mstep: Class 22 contains 31872 members 
Mstep: Class 23 contains 6793 members 
Mstep: Class 24 contains 2820 members 
Mstep: Class 25 contains 15569 members 
Mstep: Class 26 contains 6058 members 
Mstep: Class 27 contains 1936 members 
Mstep: Class 28 contains 12214 members 
Mstep: Class 29 contains 6611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715388.000000 Penalty: 91193.664062
Iteration 44Q: 30 clusters Score -3.571539e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5400 members 
Mstep: Class 3 contains 13565 members 
Mstep: Class 4 contains 15009 members 
Mstep: Class 5 contains 10572 members 
Mstep: Class 6 contains 21963 members 
Mstep: Class 7 contains 18995 members 
Mstep: Class 8 contains 7893 members 
Mstep: Class 9 contains 4518 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 11845 members 
Mstep: Class 12 contains 14522 members 
Mstep: Class 13 contains 12269 members 
Mstep: Class 14 contains 14159 members 
Mstep: Class 15 contains 6225 members 
Mstep: Class 16 contains 9138 members 
Mstep: Class 17 contains 9790 members 
Mstep: Class 18 contains 12007 members 
Mstep: Class 19 contains 10546 members 
Mstep: Class 20 contains 18212 members 
Mstep: Class 21 contains 13629 members 
Mstep: Class 22 contains 31790 members 
Mstep: Class 23 contains 6888 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15556 members 
Mstep: Class 26 contains 6099 members 
Mstep: Class 27 contains 1946 members 
Mstep: Class 28 contains 12268 members 
Mstep: Class 29 contains 6612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715736.000000 Penalty: 91193.664062
Iteration 45Q: 30 clusters Score -3.571574e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 13561 members 
Mstep: Class 4 contains 15004 members 
Mstep: Class 5 contains 10388 members 
Mstep: Class 6 contains 21836 members 
Mstep: Class 7 contains 19067 members 
Mstep: Class 8 contains 7865 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 11904 members 
Mstep: Class 12 contains 14552 members 
Mstep: Class 13 contains 12285 members 
Mstep: Class 14 contains 14139 members 
Mstep: Class 15 contains 6171 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 9784 members 
Mstep: Class 18 contains 12020 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 18279 members 
Mstep: Class 21 contains 13757 members 
Mstep: Class 22 contains 31729 members 
Mstep: Class 23 contains 6980 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15543 members 
Mstep: Class 26 contains 6130 members 
Mstep: Class 27 contains 1954 members 
Mstep: Class 28 contains 12309 members 
Mstep: Class 29 contains 6611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35715888.000000 Penalty: 91193.664062
Iteration 46Q: 30 clusters Score -3.571589e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 13550 members 
Mstep: Class 4 contains 14998 members 
Mstep: Class 5 contains 10221 members 
Mstep: Class 6 contains 21733 members 
Mstep: Class 7 contains 19138 members 
Mstep: Class 8 contains 7840 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 4061 members 
Mstep: Class 11 contains 11960 members 
Mstep: Class 12 contains 14572 members 
Mstep: Class 13 contains 12298 members 
Mstep: Class 14 contains 14101 members 
Mstep: Class 15 contains 6157 members 
Mstep: Class 16 contains 9100 members 
Mstep: Class 17 contains 9783 members 
Mstep: Class 18 contains 12025 members 
Mstep: Class 19 contains 10479 members 
Mstep: Class 20 contains 18318 members 
Mstep: Class 21 contains 13885 members 
Mstep: Class 22 contains 31677 members 
Mstep: Class 23 contains 7076 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15526 members 
Mstep: Class 26 contains 6172 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 12329 members 
Mstep: Class 29 contains 6610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716132.000000 Penalty: 91193.664062
Iteration 47Q: 30 clusters Score -3.571613e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 13540 members 
Mstep: Class 4 contains 14994 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 21655 members 
Mstep: Class 7 contains 19186 members 
Mstep: Class 8 contains 7816 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 12001 members 
Mstep: Class 12 contains 14585 members 
Mstep: Class 13 contains 12309 members 
Mstep: Class 14 contains 14068 members 
Mstep: Class 15 contains 6150 members 
Mstep: Class 16 contains 9086 members 
Mstep: Class 17 contains 9780 members 
Mstep: Class 18 contains 12027 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 18356 members 
Mstep: Class 21 contains 13997 members 
Mstep: Class 22 contains 31641 members 
Mstep: Class 23 contains 7144 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 15516 members 
Mstep: Class 26 contains 6202 members 
Mstep: Class 27 contains 1963 members 
Mstep: Class 28 contains 12345 members 
Mstep: Class 29 contains 6610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716312.000000 Penalty: 91193.664062
Iteration 48Q: 30 clusters Score -3.571631e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5399 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 14991 members 
Mstep: Class 5 contains 9938 members 
Mstep: Class 6 contains 21613 members 
Mstep: Class 7 contains 19231 members 
Mstep: Class 8 contains 7791 members 
Mstep: Class 9 contains 4546 members 
Mstep: Class 10 contains 4044 members 
Mstep: Class 11 contains 12040 members 
Mstep: Class 12 contains 14597 members 
Mstep: Class 13 contains 12317 members 
Mstep: Class 14 contains 14054 members 
Mstep: Class 15 contains 6120 members 
Mstep: Class 16 contains 9076 members 
Mstep: Class 17 contains 9780 members 
Mstep: Class 18 contains 12030 members 
Mstep: Class 19 contains 10425 members 
Mstep: Class 20 contains 18389 members 
Mstep: Class 21 contains 14109 members 
Mstep: Class 22 contains 31607 members 
Mstep: Class 23 contains 7194 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15509 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 1965 members 
Mstep: Class 28 contains 12360 members 
Mstep: Class 29 contains 6611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716512.000000 Penalty: 91193.664062
Iteration 49Q: 30 clusters Score -3.571651e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13525 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 9817 members 
Mstep: Class 6 contains 21560 members 
Mstep: Class 7 contains 19261 members 
Mstep: Class 8 contains 7772 members 
Mstep: Class 9 contains 4550 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 12079 members 
Mstep: Class 12 contains 14615 members 
Mstep: Class 13 contains 12328 members 
Mstep: Class 14 contains 14026 members 
Mstep: Class 15 contains 6075 members 
Mstep: Class 16 contains 9067 members 
Mstep: Class 17 contains 9779 members 
Mstep: Class 18 contains 12035 members 
Mstep: Class 19 contains 10390 members 
Mstep: Class 20 contains 18436 members 
Mstep: Class 21 contains 14222 members 
Mstep: Class 22 contains 31585 members 
Mstep: Class 23 contains 7241 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15513 members 
Mstep: Class 26 contains 6256 members 
Mstep: Class 27 contains 1960 members 
Mstep: Class 28 contains 12372 members 
Mstep: Class 29 contains 6612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716596.000000 Penalty: 91193.664062
Iteration 50Q: 30 clusters Score -3.57166e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13515 members 
Mstep: Class 4 contains 14987 members 
Mstep: Class 5 contains 9705 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 19287 members 
Mstep: Class 8 contains 7752 members 
Mstep: Class 9 contains 4553 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 11 contains 12118 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 12325 members 
Mstep: Class 14 contains 13994 members 
Mstep: Class 15 contains 6061 members 
Mstep: Class 16 contains 9065 members 
Mstep: Class 17 contains 9783 members 
Mstep: Class 18 contains 12036 members 
Mstep: Class 19 contains 10370 members 
Mstep: Class 20 contains 18479 members 
Mstep: Class 21 contains 14318 members 
Mstep: Class 22 contains 31560 members 
Mstep: Class 23 contains 7276 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15512 members 
Mstep: Class 26 contains 6277 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 12383 members 
Mstep: Class 29 contains 6612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716704.000000 Penalty: 91193.664062
Iteration 51Q: 30 clusters Score -3.57167e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13510 members 
Mstep: Class 4 contains 14986 members 
Mstep: Class 5 contains 9578 members 
Mstep: Class 6 contains 21466 members 
Mstep: Class 7 contains 19315 members 
Mstep: Class 8 contains 7724 members 
Mstep: Class 9 contains 4557 members 
Mstep: Class 10 contains 4030 members 
Mstep: Class 11 contains 12156 members 
Mstep: Class 12 contains 14641 members 
Mstep: Class 13 contains 12341 members 
Mstep: Class 14 contains 13964 members 
Mstep: Class 15 contains 6040 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 9783 members 
Mstep: Class 18 contains 12041 members 
Mstep: Class 19 contains 10344 members 
Mstep: Class 20 contains 18518 members 
Mstep: Class 21 contains 14434 members 
Mstep: Class 22 contains 31547 members 
Mstep: Class 23 contains 7306 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15502 members 
Mstep: Class 26 contains 6292 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 12394 members 
Mstep: Class 29 contains 6613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716816.000000 Penalty: 91193.664062
Iteration 52Q: 30 clusters Score -3.571682e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13508 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 9448 members 
Mstep: Class 6 contains 21415 members 
Mstep: Class 7 contains 19344 members 
Mstep: Class 8 contains 7698 members 
Mstep: Class 9 contains 4563 members 
Mstep: Class 10 contains 4030 members 
Mstep: Class 11 contains 12194 members 
Mstep: Class 12 contains 14655 members 
Mstep: Class 13 contains 12363 members 
Mstep: Class 14 contains 13928 members 
Mstep: Class 15 contains 6020 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 9779 members 
Mstep: Class 18 contains 12038 members 
Mstep: Class 19 contains 10315 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 14558 members 
Mstep: Class 22 contains 31542 members 
Mstep: Class 23 contains 7328 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15490 members 
Mstep: Class 26 contains 6310 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 12407 members 
Mstep: Class 29 contains 6614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716876.000000 Penalty: 91193.664062
Iteration 53Q: 30 clusters Score -3.571688e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13503 members 
Mstep: Class 4 contains 14982 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 21379 members 
Mstep: Class 7 contains 19365 members 
Mstep: Class 8 contains 7671 members 
Mstep: Class 9 contains 4573 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 12221 members 
Mstep: Class 12 contains 14665 members 
Mstep: Class 13 contains 12378 members 
Mstep: Class 14 contains 13893 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 16 contains 9049 members 
Mstep: Class 17 contains 9779 members 
Mstep: Class 18 contains 12039 members 
Mstep: Class 19 contains 10291 members 
Mstep: Class 20 contains 18594 members 
Mstep: Class 21 contains 14678 members 
Mstep: Class 22 contains 31535 members 
Mstep: Class 23 contains 7354 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15486 members 
Mstep: Class 26 contains 6331 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 12407 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35716964.000000 Penalty: 91193.664062
Iteration 54Q: 30 clusters Score -3.571696e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13499 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 9219 members 
Mstep: Class 6 contains 21355 members 
Mstep: Class 7 contains 19384 members 
Mstep: Class 8 contains 7634 members 
Mstep: Class 9 contains 4580 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 12247 members 
Mstep: Class 12 contains 14676 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 13867 members 
Mstep: Class 15 contains 5979 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 17 contains 9775 members 
Mstep: Class 18 contains 12040 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 18615 members 
Mstep: Class 21 contains 14803 members 
Mstep: Class 22 contains 31520 members 
Mstep: Class 23 contains 7358 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15478 members 
Mstep: Class 26 contains 6348 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 12405 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717112.000000 Penalty: 91193.664062
Iteration 55Q: 30 clusters Score -3.571711e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13498 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 9114 members 
Mstep: Class 6 contains 21326 members 
Mstep: Class 7 contains 19376 members 
Mstep: Class 8 contains 7613 members 
Mstep: Class 9 contains 4581 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12272 members 
Mstep: Class 12 contains 14683 members 
Mstep: Class 13 contains 12418 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 5972 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 9770 members 
Mstep: Class 18 contains 12042 members 
Mstep: Class 19 contains 10285 members 
Mstep: Class 20 contains 18652 members 
Mstep: Class 21 contains 14937 members 
Mstep: Class 22 contains 31515 members 
Mstep: Class 23 contains 7356 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15480 members 
Mstep: Class 26 contains 6370 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 12396 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717232.000000 Penalty: 91193.664062
Iteration 56Q: 30 clusters Score -3.571723e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13498 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 9015 members 
Mstep: Class 6 contains 21305 members 
Mstep: Class 7 contains 19349 members 
Mstep: Class 8 contains 7600 members 
Mstep: Class 9 contains 4583 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 12304 members 
Mstep: Class 12 contains 14690 members 
Mstep: Class 13 contains 12418 members 
Mstep: Class 14 contains 13786 members 
Mstep: Class 15 contains 5975 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 9768 members 
Mstep: Class 18 contains 12041 members 
Mstep: Class 19 contains 10281 members 
Mstep: Class 20 contains 18675 members 
Mstep: Class 21 contains 15077 members 
Mstep: Class 22 contains 31506 members 
Mstep: Class 23 contains 7353 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15477 members 
Mstep: Class 26 contains 6394 members 
Mstep: Class 27 contains 1964 members 
Mstep: Class 28 contains 12393 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717372.000000 Penalty: 91193.664062
Iteration 57Q: 30 clusters Score -3.571737e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13508 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 8910 members 
Mstep: Class 6 contains 21269 members 
Mstep: Class 7 contains 19333 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 4585 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 12325 members 
Mstep: Class 12 contains 14699 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 5975 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 9771 members 
Mstep: Class 18 contains 12043 members 
Mstep: Class 19 contains 10270 members 
Mstep: Class 20 contains 18695 members 
Mstep: Class 21 contains 15221 members 
Mstep: Class 22 contains 31493 members 
Mstep: Class 23 contains 7350 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15466 members 
Mstep: Class 26 contains 6411 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 12382 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717568.000000 Penalty: 91193.664062
Iteration 58Q: 30 clusters Score -3.571757e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 14975 members 
Mstep: Class 5 contains 8804 members 
Mstep: Class 6 contains 21244 members 
Mstep: Class 7 contains 19318 members 
Mstep: Class 8 contains 7569 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 4030 members 
Mstep: Class 11 contains 12340 members 
Mstep: Class 12 contains 14713 members 
Mstep: Class 13 contains 12406 members 
Mstep: Class 14 contains 13775 members 
Mstep: Class 15 contains 5968 members 
Mstep: Class 16 contains 9034 members 
Mstep: Class 17 contains 9776 members 
Mstep: Class 18 contains 12043 members 
Mstep: Class 19 contains 10268 members 
Mstep: Class 20 contains 18726 members 
Mstep: Class 21 contains 15362 members 
Mstep: Class 22 contains 31480 members 
Mstep: Class 23 contains 7353 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15453 members 
Mstep: Class 26 contains 6419 members 
Mstep: Class 27 contains 1968 members 
Mstep: Class 28 contains 12372 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717664.000000 Penalty: 91193.664062
Iteration 59Q: 30 clusters Score -3.571766e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13517 members 
Mstep: Class 4 contains 14974 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 21224 members 
Mstep: Class 7 contains 19302 members 
Mstep: Class 8 contains 7559 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 4031 members 
Mstep: Class 11 contains 12351 members 
Mstep: Class 12 contains 14716 members 
Mstep: Class 13 contains 12397 members 
Mstep: Class 14 contains 13764 members 
Mstep: Class 15 contains 5951 members 
Mstep: Class 16 contains 9033 members 
Mstep: Class 17 contains 9776 members 
Mstep: Class 18 contains 12048 members 
Mstep: Class 19 contains 10267 members 
Mstep: Class 20 contains 18752 members 
Mstep: Class 21 contains 15510 members 
Mstep: Class 22 contains 31460 members 
Mstep: Class 23 contains 7364 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15442 members 
Mstep: Class 26 contains 6426 members 
Mstep: Class 27 contains 1962 members 
Mstep: Class 28 contains 12374 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717696.000000 Penalty: 91193.664062
Iteration 60F: 30 clusters Score -3.57177e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13520 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 8608 members 
Mstep: Class 6 contains 21206 members 
Mstep: Class 7 contains 19297 members 
Mstep: Class 8 contains 7544 members 
Mstep: Class 9 contains 4600 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12359 members 
Mstep: Class 12 contains 14719 members 
Mstep: Class 13 contains 12397 members 
Mstep: Class 14 contains 13754 members 
Mstep: Class 15 contains 5941 members 
Mstep: Class 16 contains 9032 members 
Mstep: Class 17 contains 9775 members 
Mstep: Class 18 contains 12048 members 
Mstep: Class 19 contains 10256 members 
Mstep: Class 20 contains 18770 members 
Mstep: Class 21 contains 15661 members 
Mstep: Class 22 contains 31442 members 
Mstep: Class 23 contains 7379 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15429 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 1959 members 
Mstep: Class 28 contains 12364 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717852.000000 Penalty: 91193.664062
Iteration 61Q: 30 clusters Score -3.571785e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13526 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 21189 members 
Mstep: Class 7 contains 19287 members 
Mstep: Class 8 contains 7530 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12368 members 
Mstep: Class 12 contains 14727 members 
Mstep: Class 13 contains 12380 members 
Mstep: Class 14 contains 13755 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 9033 members 
Mstep: Class 17 contains 9768 members 
Mstep: Class 18 contains 12050 members 
Mstep: Class 19 contains 10256 members 
Mstep: Class 20 contains 18799 members 
Mstep: Class 21 contains 15792 members 
Mstep: Class 22 contains 31414 members 
Mstep: Class 23 contains 7395 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 15416 members 
Mstep: Class 26 contains 6446 members 
Mstep: Class 27 contains 1958 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 6617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717824.000000 Penalty: 91193.664062
Iteration 62Q: 30 clusters Score -3.571782e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13529 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 8399 members 
Mstep: Class 6 contains 21155 members 
Mstep: Class 7 contains 19273 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 4606 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12385 members 
Mstep: Class 12 contains 14739 members 
Mstep: Class 13 contains 12359 members 
Mstep: Class 14 contains 13747 members 
Mstep: Class 15 contains 5946 members 
Mstep: Class 16 contains 9034 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 12054 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 18836 members 
Mstep: Class 21 contains 15937 members 
Mstep: Class 22 contains 31393 members 
Mstep: Class 23 contains 7410 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 15404 members 
Mstep: Class 26 contains 6453 members 
Mstep: Class 27 contains 1953 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 6617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717828.000000 Penalty: 91193.664062
Iteration 63Q: 30 clusters Score -3.571783e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 13536 members 
Mstep: Class 4 contains 14974 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 21131 members 
Mstep: Class 7 contains 19271 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12392 members 
Mstep: Class 12 contains 14742 members 
Mstep: Class 13 contains 12346 members 
Mstep: Class 14 contains 13734 members 
Mstep: Class 15 contains 5952 members 
Mstep: Class 16 contains 9031 members 
Mstep: Class 17 contains 9762 members 
Mstep: Class 18 contains 12057 members 
Mstep: Class 19 contains 10242 members 
Mstep: Class 20 contains 18854 members 
Mstep: Class 21 contains 16076 members 
Mstep: Class 22 contains 31377 members 
Mstep: Class 23 contains 7423 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 15395 members 
Mstep: Class 26 contains 6459 members 
Mstep: Class 27 contains 1950 members 
Mstep: Class 28 contains 12343 members 
Mstep: Class 29 contains 6617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717864.000000 Penalty: 91193.664062
Iteration 64Q: 30 clusters Score -3.571786e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13541 members 
Mstep: Class 4 contains 14974 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 6 contains 21110 members 
Mstep: Class 7 contains 19269 members 
Mstep: Class 8 contains 7517 members 
Mstep: Class 9 contains 4611 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 12400 members 
Mstep: Class 12 contains 14749 members 
Mstep: Class 13 contains 12330 members 
Mstep: Class 14 contains 13728 members 
Mstep: Class 15 contains 5963 members 
Mstep: Class 16 contains 9031 members 
Mstep: Class 17 contains 9761 members 
Mstep: Class 18 contains 12060 members 
Mstep: Class 19 contains 10236 members 
Mstep: Class 20 contains 18874 members 
Mstep: Class 21 contains 16208 members 
Mstep: Class 22 contains 31354 members 
Mstep: Class 23 contains 7424 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15380 members 
Mstep: Class 26 contains 6467 members 
Mstep: Class 27 contains 1947 members 
Mstep: Class 28 contains 12342 members 
Mstep: Class 29 contains 6618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717880.000000 Penalty: 91193.664062
Iteration 65Q: 30 clusters Score -3.571788e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 13545 members 
Mstep: Class 4 contains 14975 members 
Mstep: Class 5 contains 8090 members 
Mstep: Class 6 contains 21088 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 7513 members 
Mstep: Class 9 contains 4611 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 12412 members 
Mstep: Class 12 contains 14759 members 
Mstep: Class 13 contains 12307 members 
Mstep: Class 14 contains 13718 members 
Mstep: Class 15 contains 5976 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 9760 members 
Mstep: Class 18 contains 12063 members 
Mstep: Class 19 contains 10233 members 
Mstep: Class 20 contains 18876 members 
Mstep: Class 21 contains 16349 members 
Mstep: Class 22 contains 31346 members 
Mstep: Class 23 contains 7432 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15372 members 
Mstep: Class 26 contains 6471 members 
Mstep: Class 27 contains 1944 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717972.000000 Penalty: 91193.664062
Iteration 66Q: 30 clusters Score -3.571797e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 13551 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 8002 members 
Mstep: Class 6 contains 21077 members 
Mstep: Class 7 contains 19234 members 
Mstep: Class 8 contains 7510 members 
Mstep: Class 9 contains 4614 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 12420 members 
Mstep: Class 12 contains 14762 members 
Mstep: Class 13 contains 12279 members 
Mstep: Class 14 contains 13719 members 
Mstep: Class 15 contains 6002 members 
Mstep: Class 16 contains 9022 members 
Mstep: Class 17 contains 9757 members 
Mstep: Class 18 contains 12067 members 
Mstep: Class 19 contains 10233 members 
Mstep: Class 20 contains 18879 members 
Mstep: Class 21 contains 16472 members 
Mstep: Class 22 contains 31321 members 
Mstep: Class 23 contains 7446 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15362 members 
Mstep: Class 26 contains 6475 members 
Mstep: Class 27 contains 1940 members 
Mstep: Class 28 contains 12341 members 
Mstep: Class 29 contains 6620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718168.000000 Penalty: 91193.664062
Iteration 67Q: 30 clusters Score -3.571817e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13562 members 
Mstep: Class 4 contains 14976 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 21063 members 
Mstep: Class 7 contains 19222 members 
Mstep: Class 8 contains 7506 members 
Mstep: Class 9 contains 4613 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 12425 members 
Mstep: Class 12 contains 14767 members 
Mstep: Class 13 contains 12276 members 
Mstep: Class 14 contains 13720 members 
Mstep: Class 15 contains 6017 members 
Mstep: Class 16 contains 9021 members 
Mstep: Class 17 contains 9753 members 
Mstep: Class 18 contains 12071 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 18871 members 
Mstep: Class 21 contains 16593 members 
Mstep: Class 22 contains 31289 members 
Mstep: Class 23 contains 7461 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15348 members 
Mstep: Class 26 contains 6481 members 
Mstep: Class 27 contains 1938 members 
Mstep: Class 28 contains 12337 members 
Mstep: Class 29 contains 6620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718196.000000 Penalty: 91193.664062
Iteration 68Q: 30 clusters Score -3.57182e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13571 members 
Mstep: Class 4 contains 14977 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 6 contains 21045 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 7500 members 
Mstep: Class 9 contains 4613 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 12431 members 
Mstep: Class 12 contains 14768 members 
Mstep: Class 13 contains 12275 members 
Mstep: Class 14 contains 13726 members 
Mstep: Class 15 contains 6015 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 9752 members 
Mstep: Class 18 contains 12078 members 
Mstep: Class 19 contains 10211 members 
Mstep: Class 20 contains 18873 members 
Mstep: Class 21 contains 16696 members 
Mstep: Class 22 contains 31253 members 
Mstep: Class 23 contains 7485 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15339 members 
Mstep: Class 26 contains 6485 members 
Mstep: Class 27 contains 1933 members 
Mstep: Class 28 contains 12338 members 
Mstep: Class 29 contains 6622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718128.000000 Penalty: 91193.664062
Iteration 69Q: 30 clusters Score -3.571813e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13582 members 
Mstep: Class 4 contains 14979 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 21012 members 
Mstep: Class 7 contains 19215 members 
Mstep: Class 8 contains 7494 members 
Mstep: Class 9 contains 4615 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 12438 members 
Mstep: Class 12 contains 14779 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 13725 members 
Mstep: Class 15 contains 6034 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 9746 members 
Mstep: Class 18 contains 12087 members 
Mstep: Class 19 contains 10206 members 
Mstep: Class 20 contains 18872 members 
Mstep: Class 21 contains 16806 members 
Mstep: Class 22 contains 31216 members 
Mstep: Class 23 contains 7500 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15328 members 
Mstep: Class 26 contains 6489 members 
Mstep: Class 27 contains 1927 members 
Mstep: Class 28 contains 12336 members 
Mstep: Class 29 contains 6622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35717980.000000 Penalty: 91193.664062
Iteration 70Q: 30 clusters Score -3.571798e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13587 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 7730 members 
Mstep: Class 6 contains 20988 members 
Mstep: Class 7 contains 19217 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 4616 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 11 contains 12445 members 
Mstep: Class 12 contains 14787 members 
Mstep: Class 13 contains 12247 members 
Mstep: Class 14 contains 13720 members 
Mstep: Class 15 contains 6042 members 
Mstep: Class 16 contains 9013 members 
Mstep: Class 17 contains 9745 members 
Mstep: Class 18 contains 12092 members 
Mstep: Class 19 contains 10196 members 
Mstep: Class 20 contains 18887 members 
Mstep: Class 21 contains 16896 members 
Mstep: Class 22 contains 31187 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 15319 members 
Mstep: Class 26 contains 6493 members 
Mstep: Class 27 contains 1924 members 
Mstep: Class 28 contains 12343 members 
Mstep: Class 29 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718072.000000 Penalty: 91193.664062
Iteration 71Q: 30 clusters Score -3.571807e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13587 members 
Mstep: Class 4 contains 14978 members 
Mstep: Class 5 contains 7676 members 
Mstep: Class 6 contains 20976 members 
Mstep: Class 7 contains 19212 members 
Mstep: Class 8 contains 7481 members 
Mstep: Class 9 contains 4618 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 12443 members 
Mstep: Class 12 contains 14789 members 
Mstep: Class 13 contains 12230 members 
Mstep: Class 14 contains 13714 members 
Mstep: Class 15 contains 6059 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 9740 members 
Mstep: Class 18 contains 12092 members 
Mstep: Class 19 contains 10191 members 
Mstep: Class 20 contains 18885 members 
Mstep: Class 21 contains 16991 members 
Mstep: Class 22 contains 31169 members 
Mstep: Class 23 contains 7534 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 15308 members 
Mstep: Class 26 contains 6498 members 
Mstep: Class 27 contains 1921 members 
Mstep: Class 28 contains 12343 members 
Mstep: Class 29 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718188.000000 Penalty: 91193.664062
Iteration 72Q: 30 clusters Score -3.571819e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5397 members 
Mstep: Class 3 contains 13594 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 7638 members 
Mstep: Class 6 contains 20953 members 
Mstep: Class 7 contains 19208 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 4620 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 12445 members 
Mstep: Class 12 contains 14789 members 
Mstep: Class 13 contains 12216 members 
Mstep: Class 14 contains 13708 members 
Mstep: Class 15 contains 6076 members 
Mstep: Class 16 contains 9015 members 
Mstep: Class 17 contains 9733 members 
Mstep: Class 18 contains 12093 members 
Mstep: Class 19 contains 10183 members 
Mstep: Class 20 contains 18883 members 
Mstep: Class 21 contains 17084 members 
Mstep: Class 22 contains 31149 members 
Mstep: Class 23 contains 7540 members 
Mstep: Class 24 contains 2813 members 
Mstep: Class 25 contains 15302 members 
Mstep: Class 26 contains 6505 members 
Mstep: Class 27 contains 1919 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718216.000000 Penalty: 91193.664062
Iteration 73Q: 30 clusters Score -3.571822e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 13599 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 7595 members 
Mstep: Class 6 contains 20932 members 
Mstep: Class 7 contains 19197 members 
Mstep: Class 8 contains 7459 members 
Mstep: Class 9 contains 4625 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 12447 members 
Mstep: Class 12 contains 14787 members 
Mstep: Class 13 contains 12211 members 
Mstep: Class 14 contains 13709 members 
Mstep: Class 15 contains 6091 members 
Mstep: Class 16 contains 9015 members 
Mstep: Class 17 contains 9730 members 
Mstep: Class 18 contains 12097 members 
Mstep: Class 19 contains 10184 members 
Mstep: Class 20 contains 18884 members 
Mstep: Class 21 contains 17169 members 
Mstep: Class 22 contains 31129 members 
Mstep: Class 23 contains 7552 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 15296 members 
Mstep: Class 26 contains 6510 members 
Mstep: Class 27 contains 1916 members 
Mstep: Class 28 contains 12345 members 
Mstep: Class 29 contains 6623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718140.000000 Penalty: 91193.664062
Iteration 74Q: 30 clusters Score -3.571814e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 13601 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 7552 members 
Mstep: Class 6 contains 20918 members 
Mstep: Class 7 contains 19175 members 
Mstep: Class 8 contains 7447 members 
Mstep: Class 9 contains 4631 members 
Mstep: Class 10 contains 4030 members 
Mstep: Class 11 contains 12451 members 
Mstep: Class 12 contains 14789 members 
Mstep: Class 13 contains 12209 members 
Mstep: Class 14 contains 13701 members 
Mstep: Class 15 contains 6106 members 
Mstep: Class 16 contains 9013 members 
Mstep: Class 17 contains 9722 members 
Mstep: Class 18 contains 12100 members 
Mstep: Class 19 contains 10183 members 
Mstep: Class 20 contains 18888 members 
Mstep: Class 21 contains 17251 members 
Mstep: Class 22 contains 31114 members 
Mstep: Class 23 contains 7561 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 15292 members 
Mstep: Class 26 contains 6513 members 
Mstep: Class 27 contains 1916 members 
Mstep: Class 28 contains 12344 members 
Mstep: Class 29 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718224.000000 Penalty: 91193.664062
Iteration 75Q: 30 clusters Score -3.571822e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 13606 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 20903 members 
Mstep: Class 7 contains 19158 members 
Mstep: Class 8 contains 7442 members 
Mstep: Class 9 contains 4635 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 12450 members 
Mstep: Class 12 contains 14791 members 
Mstep: Class 13 contains 12201 members 
Mstep: Class 14 contains 13690 members 
Mstep: Class 15 contains 6122 members 
Mstep: Class 16 contains 9010 members 
Mstep: Class 17 contains 9718 members 
Mstep: Class 18 contains 12103 members 
Mstep: Class 19 contains 10188 members 
Mstep: Class 20 contains 18892 members 
Mstep: Class 21 contains 17340 members 
Mstep: Class 22 contains 31100 members 
Mstep: Class 23 contains 7567 members 
Mstep: Class 24 contains 2813 members 
Mstep: Class 25 contains 15288 members 
Mstep: Class 26 contains 6514 members 
Mstep: Class 27 contains 1918 members 
Mstep: Class 28 contains 12344 members 
Mstep: Class 29 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718340.000000 Penalty: 91193.664062
Iteration 76Q: 30 clusters Score -3.571834e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 13612 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 7458 members 
Mstep: Class 6 contains 20883 members 
Mstep: Class 7 contains 19147 members 
Mstep: Class 8 contains 7439 members 
Mstep: Class 9 contains 4637 members 
Mstep: Class 10 contains 4031 members 
Mstep: Class 11 contains 12450 members 
Mstep: Class 12 contains 14792 members 
Mstep: Class 13 contains 12198 members 
Mstep: Class 14 contains 13685 members 
Mstep: Class 15 contains 6137 members 
Mstep: Class 16 contains 9009 members 
Mstep: Class 17 contains 9713 members 
Mstep: Class 18 contains 12106 members 
Mstep: Class 19 contains 10187 members 
Mstep: Class 20 contains 18886 members 
Mstep: Class 21 contains 17408 members 
Mstep: Class 22 contains 31091 members 
Mstep: Class 23 contains 7577 members 
Mstep: Class 24 contains 2813 members 
Mstep: Class 25 contains 15283 members 
Mstep: Class 26 contains 6515 members 
Mstep: Class 27 contains 1919 members 
Mstep: Class 28 contains 12344 members 
Mstep: Class 29 contains 6626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718464.000000 Penalty: 91193.664062
Iteration 77Q: 30 clusters Score -3.571846e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5396 members 
Mstep: Class 3 contains 13613 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 7424 members 
Mstep: Class 6 contains 20874 members 
Mstep: Class 7 contains 19125 members 
Mstep: Class 8 contains 7433 members 
Mstep: Class 9 contains 4639 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 12456 members 
Mstep: Class 12 contains 14797 members 
Mstep: Class 13 contains 12186 members 
Mstep: Class 14 contains 13673 members 
Mstep: Class 15 contains 6151 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 9707 members 
Mstep: Class 18 contains 12109 members 
Mstep: Class 19 contains 10189 members 
Mstep: Class 20 contains 18891 members 
Mstep: Class 21 contains 17483 members 
Mstep: Class 22 contains 31083 members 
Mstep: Class 23 contains 7580 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 15275 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 1920 members 
Mstep: Class 28 contains 12343 members 
Mstep: Class 29 contains 6626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718432.000000 Penalty: 91193.664062
Iteration 78Q: 30 clusters Score -3.571843e+07 nChanged 227
Entering ConstructFrom: 
Score: -35718432.000000 Penalty: 91193.664062
Entering ConstructFrom: 
Trying to split cluster 1 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -309812.031250 Penalty: 1974.246704
	Iteration 0F: 2 clusters Score -309812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -306647.718750 Penalty: 3948.493408
	Iteration 0F: 3 clusters Score -306647.7 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -307338.156250 Penalty: 3948.493408
	Iteration 1F: 3 clusters Score -307338.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -307492.218750 Penalty: 3948.493408
	Iteration 2F: 3 clusters Score -307492.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -307598.812500 Penalty: 3948.493408
	Iteration 3Q: 3 clusters Score -307598.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -307677.937500 Penalty: 3948.493408
	Iteration 4Q: 3 clusters Score -307677.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -307726.906250 Penalty: 3948.493408
	Iteration 5Q: 3 clusters Score -307726.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -307751.625000 Penalty: 3948.493408
	Iteration 6Q: 3 clusters Score -307751.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -307767.562500 Penalty: 3948.493408
	Iteration 7Q: 3 clusters Score -307767.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -307783.500000 Penalty: 3948.493408
	Iteration 8Q: 3 clusters Score -307783.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -307796.843750 Penalty: 3948.493408
	Iteration 9Q: 3 clusters Score -307796.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -307803.875000 Penalty: 3948.493408
	Iteration 10Q: 3 clusters Score -307803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -307813.125000 Penalty: 3948.493408
	Iteration 11Q: 3 clusters Score -307813.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -307824.281250 Penalty: 3948.493408
	Iteration 12Q: 3 clusters Score -307824.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -307833.468750 Penalty: 3948.493408
	Iteration 13Q: 3 clusters Score -307833.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -307841.968750 Penalty: 3948.493408
	Iteration 14Q: 3 clusters Score -307842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -307845.312500 Penalty: 3948.493408
	Iteration 15Q: 3 clusters Score -307845.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -307852.281250 Penalty: 3948.493408
	Iteration 16Q: 3 clusters Score -307852.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -307859.937500 Penalty: 3948.493408
	Iteration 17Q: 3 clusters Score -307859.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -307871.125000 Penalty: 3948.493408
	Iteration 18Q: 3 clusters Score -307871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -307877.250000 Penalty: 3948.493408
	Iteration 19Q: 3 clusters Score -307877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -307884.718750 Penalty: 3948.493408
	Iteration 20F: 3 clusters Score -307884.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -307893.031250 Penalty: 3948.493408
	Iteration 21Q: 3 clusters Score -307893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -307900.625000 Penalty: 3948.493408
	Iteration 22Q: 3 clusters Score -307900.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -307907.625000 Penalty: 3948.493408
	Iteration 23Q: 3 clusters Score -307907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -307911.687500 Penalty: 3948.493408
	Iteration 24Q: 3 clusters Score -307911.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -307915.625000 Penalty: 3948.493408
	Iteration 25Q: 3 clusters Score -307915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -307920.093750 Penalty: 3948.493408
	Iteration 26Q: 3 clusters Score -307920.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -307924.250000 Penalty: 3948.493408
	Iteration 27Q: 3 clusters Score -307924.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -307937.750000 Penalty: 3948.493408
	Iteration 28Q: 3 clusters Score -307937.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -307950.750000 Penalty: 3948.493408
	Iteration 29Q: 3 clusters Score -307950.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -307967.406250 Penalty: 3948.493408
	Iteration 30Q: 3 clusters Score -307967.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -307988.281250 Penalty: 3948.493408
	Iteration 31Q: 3 clusters Score -307988.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308024.000000 Penalty: 3948.493408
	Iteration 32Q: 3 clusters Score -308024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -308081.406250 Penalty: 3948.493408
	Iteration 33Q: 3 clusters Score -308081.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -308186.250000 Penalty: 3948.493408
	Iteration 34Q: 3 clusters Score -308186.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -308323.187500 Penalty: 3948.493408
	Iteration 35Q: 3 clusters Score -308323.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -308497.500000 Penalty: 3948.493408
	Iteration 36Q: 3 clusters Score -308497.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -308652.468750 Penalty: 3948.493408
	Iteration 37Q: 3 clusters Score -308652.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -308775.000000 Penalty: 3948.493408
	Iteration 38Q: 3 clusters Score -308775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -308880.000000 Penalty: 3948.493408
	Iteration 39Q: 3 clusters Score -308880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -308950.437500 Penalty: 3948.493408
	Iteration 40F: 3 clusters Score -308950.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -308988.593750 Penalty: 3948.493408
	Iteration 41Q: 3 clusters Score -308988.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -309011.031250 Penalty: 3948.493408
	Iteration 42Q: 3 clusters Score -309011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -309030.187500 Penalty: 3948.493408
	Iteration 43Q: 3 clusters Score -309030.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -309050.125000 Penalty: 3948.493408
	Iteration 44Q: 3 clusters Score -309050.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -309064.500000 Penalty: 3948.493408
	Iteration 45Q: 3 clusters Score -309064.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -309075.437500 Penalty: 3948.493408
	Iteration 46Q: 3 clusters Score -309075.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -309085.000000 Penalty: 3948.493408
	Iteration 47Q: 3 clusters Score -309085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -309086.843750 Penalty: 3948.493408
	Iteration 48Q: 3 clusters Score -309086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -309089.000000 Penalty: 3948.493408
	Iteration 49Q: 3 clusters Score -309089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -309091.000000 Penalty: 3948.493408
	Iteration 50Q: 3 clusters Score -309091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -309093.000000 Penalty: 3948.493408
	Iteration 51Q: 3 clusters Score -309093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -309096.531250 Penalty: 3948.493408
	Iteration 52Q: 3 clusters Score -309096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -309097.468750 Penalty: 3948.493408
	Iteration 53Q: 3 clusters Score -309097.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -309098.093750 Penalty: 3948.493408
	Iteration 54Q: 3 clusters Score -309098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -309098.281250 Penalty: 3948.493408
	Iteration 55Q: 3 clusters Score -309098.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -309098.281250 Penalty: 3948.493408
	Iteration 56F: 3 clusters Score -309098.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Entering Unmasked Estep 
Score: -648698.312500 Penalty: 2131.120361
	Iteration 0F: 2 clusters Score -648698.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -643883.125000 Penalty: 4262.240723
	Iteration 0F: 3 clusters Score -643883.1 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -645148.625000 Penalty: 4262.240723
	Iteration 1F: 3 clusters Score -645148.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -645571.687500 Penalty: 4262.240723
	Iteration 2F: 3 clusters Score -645571.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -645986.062500 Penalty: 4262.240723
	Iteration 3F: 3 clusters Score -645986.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -646391.187500 Penalty: 4262.240723
	Iteration 4F: 3 clusters Score -646391.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -646692.375000 Penalty: 4262.240723
	Iteration 5F: 3 clusters Score -646692.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -646914.937500 Penalty: 4262.240723
	Iteration 6F: 3 clusters Score -646914.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -647082.000000 Penalty: 4262.240723
	Iteration 7Q: 3 clusters Score -647082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -647199.000000 Penalty: 4262.240723
	Iteration 8Q: 3 clusters Score -647199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -647273.437500 Penalty: 4262.240723
	Iteration 9Q: 3 clusters Score -647273.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -647330.000000 Penalty: 4262.240723
	Iteration 10Q: 3 clusters Score -647330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -647365.687500 Penalty: 4262.240723
	Iteration 11Q: 3 clusters Score -647365.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -647388.812500 Penalty: 4262.240723
	Iteration 12Q: 3 clusters Score -647388.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -647403.562500 Penalty: 4262.240723
	Iteration 13Q: 3 clusters Score -647403.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -647414.875000 Penalty: 4262.240723
	Iteration 14Q: 3 clusters Score -647414.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -647424.562500 Penalty: 4262.240723
	Iteration 15Q: 3 clusters Score -647424.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -647431.000000 Penalty: 4262.240723
	Iteration 16Q: 3 clusters Score -647431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -647433.437500 Penalty: 4262.240723
	Iteration 17Q: 3 clusters Score -647433.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -647435.500000 Penalty: 4262.240723
	Iteration 18Q: 3 clusters Score -647435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -647437.000000 Penalty: 4262.240723
	Iteration 19Q: 3 clusters Score -647437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -647438.937500 Penalty: 4262.240723
	Iteration 20F: 3 clusters Score -647438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -647438.562500 Penalty: 4262.240723
	Iteration 21Q: 3 clusters Score -647438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -647439.312500 Penalty: 4262.240723
	Iteration 22Q: 3 clusters Score -647439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -647439.312500 Penalty: 4262.240723
	Iteration 23F: 3 clusters Score -647439.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Entering Unmasked Estep 
Score: -1641630.750000 Penalty: 2360.694092
	Iteration 0F: 2 clusters Score -1641631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1631641.000000 Penalty: 4721.388184
	Iteration 0F: 3 clusters Score -1631641 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1634678.625000 Penalty: 4721.388184
	Iteration 1F: 3 clusters Score -1634679 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1635023.875000 Penalty: 4721.388184
	Iteration 2F: 3 clusters Score -1635024 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1635299.125000 Penalty: 4721.388184
	Iteration 3F: 3 clusters Score -1635299 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1635506.875000 Penalty: 4721.388184
	Iteration 4Q: 3 clusters Score -1635507 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1635717.625000 Penalty: 4721.388184
	Iteration 5Q: 3 clusters Score -1635718 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1635964.500000 Penalty: 4721.388184
	Iteration 6Q: 3 clusters Score -1635964 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1636242.250000 Penalty: 4721.388184
	Iteration 7Q: 3 clusters Score -1636242 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1636585.625000 Penalty: 4721.388184
	Iteration 8Q: 3 clusters Score -1636586 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1636987.625000 Penalty: 4721.388184
	Iteration 9Q: 3 clusters Score -1636988 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1637402.375000 Penalty: 4721.388184
	Iteration 10Q: 3 clusters Score -1637402 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1637816.875000 Penalty: 4721.388184
	Iteration 11Q: 3 clusters Score -1637817 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1638211.250000 Penalty: 4721.388184
	Iteration 12Q: 3 clusters Score -1638211 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1638624.875000 Penalty: 4721.388184
	Iteration 13Q: 3 clusters Score -1638625 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1638966.375000 Penalty: 4721.388184
	Iteration 14Q: 3 clusters Score -1638966 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1639293.250000 Penalty: 4721.388184
	Iteration 15Q: 3 clusters Score -1639293 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1639525.000000 Penalty: 4721.388184
	Iteration 16Q: 3 clusters Score -1639525 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1639655.375000 Penalty: 4721.388184
	Iteration 17Q: 3 clusters Score -1639655 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1639741.375000 Penalty: 4721.388184
	Iteration 18Q: 3 clusters Score -1639741 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1639788.500000 Penalty: 4721.388184
	Iteration 19Q: 3 clusters Score -1639788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1639809.125000 Penalty: 4721.388184
	Iteration 20F: 3 clusters Score -1639809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1639832.000000 Penalty: 4721.388184
	Iteration 21Q: 3 clusters Score -1639832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1639851.000000 Penalty: 4721.388184
	Iteration 22Q: 3 clusters Score -1639851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1639873.000000 Penalty: 4721.388184
	Iteration 23Q: 3 clusters Score -1639873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1639887.875000 Penalty: 4721.388184
	Iteration 24Q: 3 clusters Score -1639888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1639899.000000 Penalty: 4721.388184
	Iteration 25Q: 3 clusters Score -1639899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1639910.625000 Penalty: 4721.388184
	Iteration 26Q: 3 clusters Score -1639911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1639914.500000 Penalty: 4721.388184
	Iteration 27Q: 3 clusters Score -1639914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1639919.625000 Penalty: 4721.388184
	Iteration 28Q: 3 clusters Score -1639920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1639921.750000 Penalty: 4721.388184
	Iteration 29Q: 3 clusters Score -1639922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1639924.125000 Penalty: 4721.388184
	Iteration 30Q: 3 clusters Score -1639924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1639925.375000 Penalty: 4721.388184
	Iteration 31Q: 3 clusters Score -1639925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1639928.500000 Penalty: 4721.388184
	Iteration 32Q: 3 clusters Score -1639928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1639928.250000 Penalty: 4721.388184
	Iteration 33Q: 3 clusters Score -1639928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1639926.500000 Penalty: 4721.388184
	Iteration 34Q: 3 clusters Score -1639926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1639928.125000 Penalty: 4721.388184
	Iteration 35Q: 3 clusters Score -1639928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1639931.250000 Penalty: 4721.388184
	Iteration 36Q: 3 clusters Score -1639931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1639933.125000 Penalty: 4721.388184
	Iteration 37Q: 3 clusters Score -1639933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1639934.250000 Penalty: 4721.388184
	Iteration 38Q: 3 clusters Score -1639934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1639939.125000 Penalty: 4721.388184
	Iteration 39Q: 3 clusters Score -1639939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1639942.375000 Penalty: 4721.388184
	Iteration 40F: 3 clusters Score -1639942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1639945.750000 Penalty: 4721.388184
	Iteration 41Q: 3 clusters Score -1639946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1639945.250000 Penalty: 4721.388184
	Iteration 42Q: 3 clusters Score -1639945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1639945.750000 Penalty: 4721.388184
	Iteration 43Q: 3 clusters Score -1639946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1639952.125000 Penalty: 4721.388184
	Iteration 44Q: 3 clusters Score -1639952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1639953.750000 Penalty: 4721.388184
	Iteration 45Q: 3 clusters Score -1639954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1639955.625000 Penalty: 4721.388184
	Iteration 46Q: 3 clusters Score -1639956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1639962.250000 Penalty: 4721.388184
	Iteration 47Q: 3 clusters Score -1639962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1639961.250000 Penalty: 4721.388184
	Iteration 48Q: 3 clusters Score -1639961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1639960.875000 Penalty: 4721.388184
	Iteration 49Q: 3 clusters Score -1639961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1639963.500000 Penalty: 4721.388184
	Iteration 50Q: 3 clusters Score -1639964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1639964.875000 Penalty: 4721.388184
	Iteration 51Q: 3 clusters Score -1639965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1639964.625000 Penalty: 4721.388184
	Iteration 52Q: 3 clusters Score -1639965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1639964.625000 Penalty: 4721.388184
	Iteration 53F: 3 clusters Score -1639965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1809401.625000 Penalty: 2384.405518
	Iteration 0F: 2 clusters Score -1809402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1798603.500000 Penalty: 4768.811035
	Iteration 0F: 3 clusters Score -1798604 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1802116.125000 Penalty: 4768.811035
	Iteration 1F: 3 clusters Score -1802116 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1802763.250000 Penalty: 4768.811035
	Iteration 2F: 3 clusters Score -1802763 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1803478.125000 Penalty: 4768.811035
	Iteration 3F: 3 clusters Score -1803478 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1804249.000000 Penalty: 4768.811035
	Iteration 4F: 3 clusters Score -1804249 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1805000.250000 Penalty: 4768.811035
	Iteration 5F: 3 clusters Score -1805000 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1805700.500000 Penalty: 4768.811035
	Iteration 6F: 3 clusters Score -1805700 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1806274.000000 Penalty: 4768.811035
	Iteration 7F: 3 clusters Score -1806274 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1806857.750000 Penalty: 4768.811035
	Iteration 8F: 3 clusters Score -1806858 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1807375.750000 Penalty: 4768.811035
	Iteration 9Q: 3 clusters Score -1807376 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1807823.375000 Penalty: 4768.811035
	Iteration 10Q: 3 clusters Score -1807823 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1808170.500000 Penalty: 4768.811035
	Iteration 11Q: 3 clusters Score -1808170 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1808421.000000 Penalty: 4768.811035
	Iteration 12Q: 3 clusters Score -1808421 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1808586.125000 Penalty: 4768.811035
	Iteration 13Q: 3 clusters Score -1808586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1808710.375000 Penalty: 4768.811035
	Iteration 14Q: 3 clusters Score -1808710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1808772.875000 Penalty: 4768.811035
	Iteration 15Q: 3 clusters Score -1808773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1808806.875000 Penalty: 4768.811035
	Iteration 16Q: 3 clusters Score -1808807 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1808836.625000 Penalty: 4768.811035
	Iteration 17Q: 3 clusters Score -1808837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1808848.250000 Penalty: 4768.811035
	Iteration 18Q: 3 clusters Score -1808848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1808850.375000 Penalty: 4768.811035
	Iteration 19Q: 3 clusters Score -1808850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1808861.875000 Penalty: 4768.811035
	Iteration 20F: 3 clusters Score -1808862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1808866.625000 Penalty: 4768.811035
	Iteration 21Q: 3 clusters Score -1808867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1808865.375000 Penalty: 4768.811035
	Iteration 22Q: 3 clusters Score -1808865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1808871.250000 Penalty: 4768.811035
	Iteration 23Q: 3 clusters Score -1808871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1808868.375000 Penalty: 4768.811035
	Iteration 24Q: 3 clusters Score -1808868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1808872.125000 Penalty: 4768.811035
	Iteration 25Q: 3 clusters Score -1808872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1808872.625000 Penalty: 4768.811035
	Iteration 26Q: 3 clusters Score -1808873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1808874.000000 Penalty: 4768.811035
	Iteration 27Q: 3 clusters Score -1808874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1808876.375000 Penalty: 4768.811035
	Iteration 28Q: 3 clusters Score -1808876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1808876.125000 Penalty: 4768.811035
	Iteration 29Q: 3 clusters Score -1808876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1808878.625000 Penalty: 4768.811035
	Iteration 30Q: 3 clusters Score -1808879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1808882.500000 Penalty: 4768.811035
	Iteration 31Q: 3 clusters Score -1808882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1808883.000000 Penalty: 4768.811035
	Iteration 32Q: 3 clusters Score -1808883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1808883.000000 Penalty: 4768.811035
	Iteration 33F: 3 clusters Score -1808883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Entering Unmasked Estep 
Score: -861358.750000 Penalty: 2209.020752
	Iteration 0F: 2 clusters Score -861358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -855346.437500 Penalty: 4418.041504
	Iteration 0F: 3 clusters Score -855346.4 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -857094.750000 Penalty: 4418.041504
	Iteration 1F: 3 clusters Score -857094.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -857522.875000 Penalty: 4418.041504
	Iteration 2F: 3 clusters Score -857522.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -857877.625000 Penalty: 4418.041504
	Iteration 3F: 3 clusters Score -857877.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -858264.187500 Penalty: 4418.041504
	Iteration 4F: 3 clusters Score -858264.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -858725.687500 Penalty: 4418.041504
	Iteration 5F: 3 clusters Score -858725.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -859178.625000 Penalty: 4418.041504
	Iteration 6F: 3 clusters Score -859178.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -859560.125000 Penalty: 4418.041504
	Iteration 7F: 3 clusters Score -859560.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -859869.625000 Penalty: 4418.041504
	Iteration 8F: 3 clusters Score -859869.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -860101.250000 Penalty: 4418.041504
	Iteration 9Q: 3 clusters Score -860101.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -860256.000000 Penalty: 4418.041504
	Iteration 10Q: 3 clusters Score -860256 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -860374.750000 Penalty: 4418.041504
	Iteration 11Q: 3 clusters Score -860374.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -860479.125000 Penalty: 4418.041504
	Iteration 12Q: 3 clusters Score -860479.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -860566.187500 Penalty: 4418.041504
	Iteration 13Q: 3 clusters Score -860566.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -860651.562500 Penalty: 4418.041504
	Iteration 14Q: 3 clusters Score -860651.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -860737.062500 Penalty: 4418.041504
	Iteration 15Q: 3 clusters Score -860737.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -860811.625000 Penalty: 4418.041504
	Iteration 16Q: 3 clusters Score -860811.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -860889.937500 Penalty: 4418.041504
	Iteration 17Q: 3 clusters Score -860889.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -860937.687500 Penalty: 4418.041504
	Iteration 18Q: 3 clusters Score -860937.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -860975.750000 Penalty: 4418.041504
	Iteration 19Q: 3 clusters Score -860975.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -861015.312500 Penalty: 4418.041504
	Iteration 20F: 3 clusters Score -861015.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -861042.812500 Penalty: 4418.041504
	Iteration 21Q: 3 clusters Score -861042.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -861062.437500 Penalty: 4418.041504
	Iteration 22Q: 3 clusters Score -861062.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -861082.312500 Penalty: 4418.041504
	Iteration 23Q: 3 clusters Score -861082.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -861094.562500 Penalty: 4418.041504
	Iteration 24Q: 3 clusters Score -861094.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -861104.062500 Penalty: 4418.041504
	Iteration 25Q: 3 clusters Score -861104.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -861112.750000 Penalty: 4418.041504
	Iteration 26Q: 3 clusters Score -861112.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -861121.937500 Penalty: 4418.041504
	Iteration 27Q: 3 clusters Score -861121.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -861130.562500 Penalty: 4418.041504
	Iteration 28Q: 3 clusters Score -861130.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -861137.062500 Penalty: 4418.041504
	Iteration 29Q: 3 clusters Score -861137.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -861139.875000 Penalty: 4418.041504
	Iteration 30Q: 3 clusters Score -861139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -861141.562500 Penalty: 4418.041504
	Iteration 31Q: 3 clusters Score -861141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -861142.437500 Penalty: 4418.041504
	Iteration 32Q: 3 clusters Score -861142.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -861143.437500 Penalty: 4418.041504
	Iteration 33Q: 3 clusters Score -861143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -861145.625000 Penalty: 4418.041504
	Iteration 34Q: 3 clusters Score -861145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -861146.000000 Penalty: 4418.041504
	Iteration 35Q: 3 clusters Score -861146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -861146.812500 Penalty: 4418.041504
	Iteration 36Q: 3 clusters Score -861146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -861148.000000 Penalty: 4418.041504
	Iteration 37Q: 3 clusters Score -861148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -861148.250000 Penalty: 4418.041504
	Iteration 38Q: 3 clusters Score -861148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -861148.250000 Penalty: 4418.041504
	Iteration 39F: 3 clusters Score -861148.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Entering Unmasked Estep 
Score: -2523575.750000 Penalty: 2466.506104
	Iteration 0F: 2 clusters Score -2523576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2508816.750000 Penalty: 4933.012207
	Iteration 0F: 3 clusters Score -2508817 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2513881.750000 Penalty: 4933.012207
	Iteration 1F: 3 clusters Score -2513882 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -2514349.750000 Penalty: 4933.012207
	Iteration 2F: 3 clusters Score -2514350 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2514857.250000 Penalty: 4933.012207
	Iteration 3Q: 3 clusters Score -2514857 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2515544.000000 Penalty: 4933.012207
	Iteration 4Q: 3 clusters Score -2515544 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2516366.500000 Penalty: 4933.012207
	Iteration 5F: 3 clusters Score -2516366 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -2517133.250000 Penalty: 4933.012207
	Iteration 6F: 3 clusters Score -2517133 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2517988.250000 Penalty: 4933.012207
	Iteration 7F: 3 clusters Score -2517988 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2518877.000000 Penalty: 4933.012207
	Iteration 8F: 3 clusters Score -2518877 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2519889.000000 Penalty: 4933.012207
	Iteration 9F: 3 clusters Score -2519889 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2520883.250000 Penalty: 4933.012207
	Iteration 10F: 3 clusters Score -2520883 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2521874.500000 Penalty: 4933.012207
	Iteration 11Q: 3 clusters Score -2521874 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2522654.750000 Penalty: 4933.012207
	Iteration 12Q: 3 clusters Score -2522655 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2523076.000000 Penalty: 4933.012207
	Iteration 13Q: 3 clusters Score -2523076 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2523264.250000 Penalty: 4933.012207
	Iteration 14Q: 3 clusters Score -2523264 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2523373.500000 Penalty: 4933.012207
	Iteration 15Q: 3 clusters Score -2523374 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2523425.250000 Penalty: 4933.012207
	Iteration 16Q: 3 clusters Score -2523425 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2523450.000000 Penalty: 4933.012207
	Iteration 17Q: 3 clusters Score -2523450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2523478.750000 Penalty: 4933.012207
	Iteration 18Q: 3 clusters Score -2523479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2523486.250000 Penalty: 4933.012207
	Iteration 19Q: 3 clusters Score -2523486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2523501.250000 Penalty: 4933.012207
	Iteration 20F: 3 clusters Score -2523501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2523513.000000 Penalty: 4933.012207
	Iteration 21Q: 3 clusters Score -2523513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2523515.750000 Penalty: 4933.012207
	Iteration 22Q: 3 clusters Score -2523516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2523526.500000 Penalty: 4933.012207
	Iteration 23Q: 3 clusters Score -2523526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2523533.750000 Penalty: 4933.012207
	Iteration 24Q: 3 clusters Score -2523534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2523526.250000 Penalty: 4933.012207
	Iteration 25Q: 3 clusters Score -2523526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2523533.750000 Penalty: 4933.012207
	Iteration 26Q: 3 clusters Score -2523534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2523535.250000 Penalty: 4933.012207
	Iteration 27Q: 3 clusters Score -2523535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2523537.000000 Penalty: 4933.012207
	Iteration 28Q: 3 clusters Score -2523537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2523536.750000 Penalty: 4933.012207
	Iteration 29Q: 3 clusters Score -2523537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2523540.250000 Penalty: 4933.012207
	Iteration 30Q: 3 clusters Score -2523540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2523538.500000 Penalty: 4933.012207
	Iteration 31Q: 3 clusters Score -2523538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2523542.250000 Penalty: 4933.012207
	Iteration 32Q: 3 clusters Score -2523542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2523543.750000 Penalty: 4933.012207
	Iteration 33Q: 3 clusters Score -2523544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2523546.750000 Penalty: 4933.012207
	Iteration 34Q: 3 clusters Score -2523547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2523544.750000 Penalty: 4933.012207
	Iteration 35Q: 3 clusters Score -2523545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2523547.750000 Penalty: 4933.012207
	Iteration 36Q: 3 clusters Score -2523548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2523553.250000 Penalty: 4933.012207
	Iteration 37Q: 3 clusters Score -2523553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2523546.750000 Penalty: 4933.012207
	Iteration 38Q: 3 clusters Score -2523547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2523548.000000 Penalty: 4933.012207
	Iteration 39Q: 3 clusters Score -2523548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2523552.750000 Penalty: 4933.012207
	Iteration 40F: 3 clusters Score -2523553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2523557.000000 Penalty: 4933.012207
	Iteration 41Q: 3 clusters Score -2523557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2523562.500000 Penalty: 4933.012207
	Iteration 42Q: 3 clusters Score -2523562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2523559.750000 Penalty: 4933.012207
	Iteration 43Q: 3 clusters Score -2523560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2523557.500000 Penalty: 4933.012207
	Iteration 44Q: 3 clusters Score -2523558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2523553.750000 Penalty: 4933.012207
	Iteration 45Q: 3 clusters Score -2523554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2523553.750000 Penalty: 4933.012207
	Iteration 46F: 3 clusters Score -2523554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Entering Unmasked Estep 
Score: -2297180.250000 Penalty: 2444.645996
	Iteration 0F: 2 clusters Score -2297180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2283634.250000 Penalty: 4889.291992
	Iteration 0F: 3 clusters Score -2283634 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2288270.000000 Penalty: 4889.291992
	Iteration 1F: 3 clusters Score -2288270 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2288686.250000 Penalty: 4889.291992
	Iteration 2F: 3 clusters Score -2288686 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2289087.500000 Penalty: 4889.291992
	Iteration 3Q: 3 clusters Score -2289088 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2289436.500000 Penalty: 4889.291992
	Iteration 4Q: 3 clusters Score -2289436 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2289817.250000 Penalty: 4889.291992
	Iteration 5Q: 3 clusters Score -2289817 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2290246.000000 Penalty: 4889.291992
	Iteration 6Q: 3 clusters Score -2290246 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2290730.250000 Penalty: 4889.291992
	Iteration 7Q: 3 clusters Score -2290730 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2291288.750000 Penalty: 4889.291992
	Iteration 8Q: 3 clusters Score -2291289 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2291875.500000 Penalty: 4889.291992
	Iteration 9Q: 3 clusters Score -2291876 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2292501.750000 Penalty: 4889.291992
	Iteration 10Q: 3 clusters Score -2292502 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2293163.500000 Penalty: 4889.291992
	Iteration 11Q: 3 clusters Score -2293164 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2293735.250000 Penalty: 4889.291992
	Iteration 12Q: 3 clusters Score -2293735 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2294169.250000 Penalty: 4889.291992
	Iteration 13Q: 3 clusters Score -2294169 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2294471.250000 Penalty: 4889.291992
	Iteration 14Q: 3 clusters Score -2294471 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2294678.500000 Penalty: 4889.291992
	Iteration 15Q: 3 clusters Score -2294678 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2294788.500000 Penalty: 4889.291992
	Iteration 16Q: 3 clusters Score -2294788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2294856.000000 Penalty: 4889.291992
	Iteration 17Q: 3 clusters Score -2294856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2294913.500000 Penalty: 4889.291992
	Iteration 18Q: 3 clusters Score -2294914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2294951.750000 Penalty: 4889.291992
	Iteration 19Q: 3 clusters Score -2294952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2294973.000000 Penalty: 4889.291992
	Iteration 20F: 3 clusters Score -2294973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2294984.750000 Penalty: 4889.291992
	Iteration 21Q: 3 clusters Score -2294985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2294996.000000 Penalty: 4889.291992
	Iteration 22Q: 3 clusters Score -2294996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2295006.000000 Penalty: 4889.291992
	Iteration 23Q: 3 clusters Score -2295006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2295013.250000 Penalty: 4889.291992
	Iteration 24Q: 3 clusters Score -2295013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2295015.250000 Penalty: 4889.291992
	Iteration 25Q: 3 clusters Score -2295015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2295023.500000 Penalty: 4889.291992
	Iteration 26Q: 3 clusters Score -2295024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2295025.000000 Penalty: 4889.291992
	Iteration 27Q: 3 clusters Score -2295025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2295025.750000 Penalty: 4889.291992
	Iteration 28Q: 3 clusters Score -2295026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2295030.750000 Penalty: 4889.291992
	Iteration 29Q: 3 clusters Score -2295031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2295030.500000 Penalty: 4889.291992
	Iteration 30Q: 3 clusters Score -2295030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2295030.250000 Penalty: 4889.291992
	Iteration 31Q: 3 clusters Score -2295030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2295030.250000 Penalty: 4889.291992
	Iteration 32F: 3 clusters Score -2295030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Entering Unmasked Estep 
Score: -674798.500000 Penalty: 2210.393555
	Iteration 0F: 2 clusters Score -674798.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -668768.750000 Penalty: 4420.787109
	Iteration 0F: 3 clusters Score -668768.8 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -670493.812500 Penalty: 4420.787109
	Iteration 1F: 3 clusters Score -670493.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -670892.625000 Penalty: 4420.787109
	Iteration 2F: 3 clusters Score -670892.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -671197.500000 Penalty: 4420.787109
	Iteration 3F: 3 clusters Score -671197.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -671478.312500 Penalty: 4420.787109
	Iteration 4F: 3 clusters Score -671478.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -671788.625000 Penalty: 4420.787109
	Iteration 5F: 3 clusters Score -671788.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -672043.250000 Penalty: 4420.787109
	Iteration 6Q: 3 clusters Score -672043.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -672268.000000 Penalty: 4420.787109
	Iteration 7Q: 3 clusters Score -672268 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -672440.625000 Penalty: 4420.787109
	Iteration 8Q: 3 clusters Score -672440.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -672561.687500 Penalty: 4420.787109
	Iteration 9Q: 3 clusters Score -672561.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -672665.375000 Penalty: 4420.787109
	Iteration 10Q: 3 clusters Score -672665.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -672740.500000 Penalty: 4420.787109
	Iteration 11Q: 3 clusters Score -672740.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -672800.062500 Penalty: 4420.787109
	Iteration 12Q: 3 clusters Score -672800.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -672840.250000 Penalty: 4420.787109
	Iteration 13Q: 3 clusters Score -672840.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -672872.687500 Penalty: 4420.787109
	Iteration 14Q: 3 clusters Score -672872.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -672897.062500 Penalty: 4420.787109
	Iteration 15Q: 3 clusters Score -672897.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -672918.000000 Penalty: 4420.787109
	Iteration 16Q: 3 clusters Score -672918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -672927.812500 Penalty: 4420.787109
	Iteration 17Q: 3 clusters Score -672927.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -672940.812500 Penalty: 4420.787109
	Iteration 18Q: 3 clusters Score -672940.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -672950.250000 Penalty: 4420.787109
	Iteration 19Q: 3 clusters Score -672950.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -672958.375000 Penalty: 4420.787109
	Iteration 20F: 3 clusters Score -672958.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -672964.437500 Penalty: 4420.787109
	Iteration 21Q: 3 clusters Score -672964.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -672971.875000 Penalty: 4420.787109
	Iteration 22Q: 3 clusters Score -672971.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -672977.687500 Penalty: 4420.787109
	Iteration 23Q: 3 clusters Score -672977.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -672984.312500 Penalty: 4420.787109
	Iteration 24Q: 3 clusters Score -672984.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -672989.750000 Penalty: 4420.787109
	Iteration 25Q: 3 clusters Score -672989.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -672996.125000 Penalty: 4420.787109
	Iteration 26Q: 3 clusters Score -672996.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -673002.500000 Penalty: 4420.787109
	Iteration 27Q: 3 clusters Score -673002.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -673006.937500 Penalty: 4420.787109
	Iteration 28Q: 3 clusters Score -673006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -673008.812500 Penalty: 4420.787109
	Iteration 29Q: 3 clusters Score -673008.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -673013.562500 Penalty: 4420.787109
	Iteration 30Q: 3 clusters Score -673013.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -673016.812500 Penalty: 4420.787109
	Iteration 31Q: 3 clusters Score -673016.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -673021.500000 Penalty: 4420.787109
	Iteration 32Q: 3 clusters Score -673021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -673026.062500 Penalty: 4420.787109
	Iteration 33Q: 3 clusters Score -673026.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -673027.562500 Penalty: 4420.787109
	Iteration 34Q: 3 clusters Score -673027.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -673030.812500 Penalty: 4420.787109
	Iteration 35Q: 3 clusters Score -673030.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -673035.187500 Penalty: 4420.787109
	Iteration 36Q: 3 clusters Score -673035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -673038.437500 Penalty: 4420.787109
	Iteration 37Q: 3 clusters Score -673038.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -673042.000000 Penalty: 4420.787109
	Iteration 38Q: 3 clusters Score -673042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -673049.625000 Penalty: 4420.787109
	Iteration 39Q: 3 clusters Score -673049.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -673053.187500 Penalty: 4420.787109
	Iteration 40F: 3 clusters Score -673053.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -673055.812500 Penalty: 4420.787109
	Iteration 41Q: 3 clusters Score -673055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -673059.125000 Penalty: 4420.787109
	Iteration 42Q: 3 clusters Score -673059.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -673061.250000 Penalty: 4420.787109
	Iteration 43Q: 3 clusters Score -673061.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -673063.437500 Penalty: 4420.787109
	Iteration 44Q: 3 clusters Score -673063.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -673065.750000 Penalty: 4420.787109
	Iteration 45Q: 3 clusters Score -673065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -673068.125000 Penalty: 4420.787109
	Iteration 46Q: 3 clusters Score -673068.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -673073.000000 Penalty: 4420.787109
	Iteration 47Q: 3 clusters Score -673073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -673076.687500 Penalty: 4420.787109
	Iteration 48Q: 3 clusters Score -673076.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -673078.562500 Penalty: 4420.787109
	Iteration 49Q: 3 clusters Score -673078.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -673082.062500 Penalty: 4420.787109
	Iteration 50Q: 3 clusters Score -673082.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -673084.687500 Penalty: 4420.787109
	Iteration 51Q: 3 clusters Score -673084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -673089.125000 Penalty: 4420.787109
	Iteration 52Q: 3 clusters Score -673089.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -673092.937500 Penalty: 4420.787109
	Iteration 53Q: 3 clusters Score -673092.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -673095.750000 Penalty: 4420.787109
	Iteration 54Q: 3 clusters Score -673095.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -673097.687500 Penalty: 4420.787109
	Iteration 55Q: 3 clusters Score -673097.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -673102.125000 Penalty: 4420.787109
	Iteration 56Q: 3 clusters Score -673102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -673103.500000 Penalty: 4420.787109
	Iteration 57Q: 3 clusters Score -673103.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -673105.437500 Penalty: 4420.787109
	Iteration 58Q: 3 clusters Score -673105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -673105.750000 Penalty: 4420.787109
	Iteration 59Q: 3 clusters Score -673105.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -673105.812500 Penalty: 4420.787109
	Iteration 60F: 3 clusters Score -673105.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -673110.750000 Penalty: 4420.787109
	Iteration 61Q: 3 clusters Score -673110.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -673113.562500 Penalty: 4420.787109
	Iteration 62Q: 3 clusters Score -673113.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -673116.125000 Penalty: 4420.787109
	Iteration 63Q: 3 clusters Score -673116.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -673117.500000 Penalty: 4420.787109
	Iteration 64Q: 3 clusters Score -673117.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -673121.375000 Penalty: 4420.787109
	Iteration 65Q: 3 clusters Score -673121.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -673124.625000 Penalty: 4420.787109
	Iteration 66Q: 3 clusters Score -673124.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -673126.625000 Penalty: 4420.787109
	Iteration 67Q: 3 clusters Score -673126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -673126.812500 Penalty: 4420.787109
	Iteration 68Q: 3 clusters Score -673126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -673126.812500 Penalty: 4420.787109
	Iteration 69F: 3 clusters Score -673126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -365606.031250 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -365606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -361387.625000 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -361387.6 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -362484.531250 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -362484.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -362783.781250 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -362783.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -362991.937500 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -362991.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -363129.562500 Penalty: 4187.571777
	Iteration 4Q: 3 clusters Score -363129.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -363248.187500 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -363248.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -363382.062500 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -363382.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -363505.843750 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -363505.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -363636.750000 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -363636.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -363789.781250 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -363789.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -363960.937500 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -363960.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -364147.062500 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -364147.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -364315.906250 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -364315.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -364485.031250 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -364485 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -364623.125000 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -364623.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -364749.093750 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -364749.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -364854.343750 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -364854.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -364957.281250 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -364957.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -365023.375000 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -365023.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -365075.187500 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -365075.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -365130.718750 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -365130.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -365183.687500 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -365183.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -365217.187500 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -365217.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -365230.500000 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -365230.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -365239.562500 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -365239.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -365246.750000 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -365246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -365251.906250 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -365251.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -365254.437500 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -365254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -365255.062500 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -365255.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -365257.156250 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -365257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -365259.843750 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -365259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -365265.531250 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -365265.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -365268.218750 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -365268.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -365271.562500 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -365271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -365273.187500 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -365273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -365274.593750 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -365274.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -365273.906250 Penalty: 4187.571777
	Iteration 36Q: 3 clusters Score -365273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -365275.031250 Penalty: 4187.571777
	Iteration 37Q: 3 clusters Score -365275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -365276.593750 Penalty: 4187.571777
	Iteration 38Q: 3 clusters Score -365276.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -365278.125000 Penalty: 4187.571777
	Iteration 39Q: 3 clusters Score -365278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -365278.625000 Penalty: 4187.571777
	Iteration 40F: 3 clusters Score -365278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -365279.281250 Penalty: 4187.571777
	Iteration 41Q: 3 clusters Score -365279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -365278.625000 Penalty: 4187.571777
	Iteration 42Q: 3 clusters Score -365278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -365278.406250 Penalty: 4187.571777
	Iteration 43Q: 3 clusters Score -365278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -365278.843750 Penalty: 4187.571777
	Iteration 44Q: 3 clusters Score -365278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -365280.406250 Penalty: 4187.571777
	Iteration 45Q: 3 clusters Score -365280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -365280.843750 Penalty: 4187.571777
	Iteration 46Q: 3 clusters Score -365280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -365281.250000 Penalty: 4187.571777
	Iteration 47Q: 3 clusters Score -365281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -365282.281250 Penalty: 4187.571777
	Iteration 48Q: 3 clusters Score -365282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -365281.875000 Penalty: 4187.571777
	Iteration 49Q: 3 clusters Score -365281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -365283.593750 Penalty: 4187.571777
	Iteration 50Q: 3 clusters Score -365283.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -365284.812500 Penalty: 4187.571777
	Iteration 51Q: 3 clusters Score -365284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -365284.250000 Penalty: 4187.571777
	Iteration 52Q: 3 clusters Score -365284.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -365284.125000 Penalty: 4187.571777
	Iteration 53Q: 3 clusters Score -365284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -365284.968750 Penalty: 4187.571777
	Iteration 54Q: 3 clusters Score -365285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -365284.968750 Penalty: 4187.571777
	Iteration 55F: 3 clusters Score -365285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Entering Unmasked Estep 
Score: -438884.000000 Penalty: 2058.407959
	Iteration 0F: 2 clusters Score -438884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -435056.406250 Penalty: 4116.815918
	Iteration 0F: 3 clusters Score -435056.4 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -436234.343750 Penalty: 4116.815918
	Iteration 1F: 3 clusters Score -436234.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -436664.250000 Penalty: 4116.815918
	Iteration 2F: 3 clusters Score -436664.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -437000.500000 Penalty: 4116.815918
	Iteration 3F: 3 clusters Score -437000.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -437223.250000 Penalty: 4116.815918
	Iteration 4F: 3 clusters Score -437223.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -437342.500000 Penalty: 4116.815918
	Iteration 5Q: 3 clusters Score -437342.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -437423.656250 Penalty: 4116.815918
	Iteration 6Q: 3 clusters Score -437423.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -437463.625000 Penalty: 4116.815918
	Iteration 7Q: 3 clusters Score -437463.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -437501.781250 Penalty: 4116.815918
	Iteration 8Q: 3 clusters Score -437501.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -437524.406250 Penalty: 4116.815918
	Iteration 9Q: 3 clusters Score -437524.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -437547.343750 Penalty: 4116.815918
	Iteration 10Q: 3 clusters Score -437547.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -437567.906250 Penalty: 4116.815918
	Iteration 11Q: 3 clusters Score -437567.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -437580.406250 Penalty: 4116.815918
	Iteration 12Q: 3 clusters Score -437580.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -437586.593750 Penalty: 4116.815918
	Iteration 13Q: 3 clusters Score -437586.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -437594.375000 Penalty: 4116.815918
	Iteration 14Q: 3 clusters Score -437594.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -437601.187500 Penalty: 4116.815918
	Iteration 15Q: 3 clusters Score -437601.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -437607.937500 Penalty: 4116.815918
	Iteration 16Q: 3 clusters Score -437607.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -437616.312500 Penalty: 4116.815918
	Iteration 17Q: 3 clusters Score -437616.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -437622.250000 Penalty: 4116.815918
	Iteration 18Q: 3 clusters Score -437622.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -437626.343750 Penalty: 4116.815918
	Iteration 19Q: 3 clusters Score -437626.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -437630.718750 Penalty: 4116.815918
	Iteration 20F: 3 clusters Score -437630.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -437637.000000 Penalty: 4116.815918
	Iteration 21Q: 3 clusters Score -437637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -437643.812500 Penalty: 4116.815918
	Iteration 22Q: 3 clusters Score -437643.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -437648.468750 Penalty: 4116.815918
	Iteration 23Q: 3 clusters Score -437648.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -437655.656250 Penalty: 4116.815918
	Iteration 24Q: 3 clusters Score -437655.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -437659.562500 Penalty: 4116.815918
	Iteration 25Q: 3 clusters Score -437659.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -437661.218750 Penalty: 4116.815918
	Iteration 26Q: 3 clusters Score -437661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -437663.718750 Penalty: 4116.815918
	Iteration 27Q: 3 clusters Score -437663.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -437665.250000 Penalty: 4116.815918
	Iteration 28Q: 3 clusters Score -437665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -437668.125000 Penalty: 4116.815918
	Iteration 29Q: 3 clusters Score -437668.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -437672.156250 Penalty: 4116.815918
	Iteration 30Q: 3 clusters Score -437672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -437674.343750 Penalty: 4116.815918
	Iteration 31Q: 3 clusters Score -437674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -437678.312500 Penalty: 4116.815918
	Iteration 32Q: 3 clusters Score -437678.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -437683.000000 Penalty: 4116.815918
	Iteration 33Q: 3 clusters Score -437683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -437685.718750 Penalty: 4116.815918
	Iteration 34Q: 3 clusters Score -437685.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -437692.625000 Penalty: 4116.815918
	Iteration 35Q: 3 clusters Score -437692.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -437702.531250 Penalty: 4116.815918
	Iteration 36Q: 3 clusters Score -437702.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -437708.687500 Penalty: 4116.815918
	Iteration 37Q: 3 clusters Score -437708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -437711.531250 Penalty: 4116.815918
	Iteration 38Q: 3 clusters Score -437711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -437715.250000 Penalty: 4116.815918
	Iteration 39Q: 3 clusters Score -437715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -437720.687500 Penalty: 4116.815918
	Iteration 40F: 3 clusters Score -437720.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -437726.031250 Penalty: 4116.815918
	Iteration 41Q: 3 clusters Score -437726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -437731.750000 Penalty: 4116.815918
	Iteration 42Q: 3 clusters Score -437731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -437738.968750 Penalty: 4116.815918
	Iteration 43Q: 3 clusters Score -437739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -437744.031250 Penalty: 4116.815918
	Iteration 44Q: 3 clusters Score -437744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -437748.406250 Penalty: 4116.815918
	Iteration 45Q: 3 clusters Score -437748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -437755.125000 Penalty: 4116.815918
	Iteration 46Q: 3 clusters Score -437755.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -437761.281250 Penalty: 4116.815918
	Iteration 47Q: 3 clusters Score -437761.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -437766.250000 Penalty: 4116.815918
	Iteration 48Q: 3 clusters Score -437766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -437773.437500 Penalty: 4116.815918
	Iteration 49Q: 3 clusters Score -437773.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -437779.937500 Penalty: 4116.815918
	Iteration 50Q: 3 clusters Score -437779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -437785.437500 Penalty: 4116.815918
	Iteration 51Q: 3 clusters Score -437785.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -437793.093750 Penalty: 4116.815918
	Iteration 52Q: 3 clusters Score -437793.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -437801.156250 Penalty: 4116.815918
	Iteration 53Q: 3 clusters Score -437801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -437806.937500 Penalty: 4116.815918
	Iteration 54Q: 3 clusters Score -437806.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -437812.500000 Penalty: 4116.815918
	Iteration 55Q: 3 clusters Score -437812.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -437817.750000 Penalty: 4116.815918
	Iteration 56Q: 3 clusters Score -437817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -437818.937500 Penalty: 4116.815918
	Iteration 57Q: 3 clusters Score -437818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -437820.625000 Penalty: 4116.815918
	Iteration 58Q: 3 clusters Score -437820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -437823.625000 Penalty: 4116.815918
	Iteration 59Q: 3 clusters Score -437823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -437825.625000 Penalty: 4116.815918
	Iteration 60F: 3 clusters Score -437825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -437831.000000 Penalty: 4116.815918
	Iteration 61Q: 3 clusters Score -437831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -437834.093750 Penalty: 4116.815918
	Iteration 62Q: 3 clusters Score -437834.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -437844.343750 Penalty: 4116.815918
	Iteration 63Q: 3 clusters Score -437844.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -437850.875000 Penalty: 4116.815918
	Iteration 64Q: 3 clusters Score -437850.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -437853.625000 Penalty: 4116.815918
	Iteration 65Q: 3 clusters Score -437853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -437855.937500 Penalty: 4116.815918
	Iteration 66Q: 3 clusters Score -437855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -437856.062500 Penalty: 4116.815918
	Iteration 67Q: 3 clusters Score -437856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -437857.625000 Penalty: 4116.815918
	Iteration 68Q: 3 clusters Score -437857.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -437858.125000 Penalty: 4116.815918
	Iteration 69Q: 3 clusters Score -437858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -437858.812500 Penalty: 4116.815918
	Iteration 70Q: 3 clusters Score -437858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -437860.500000 Penalty: 4116.815918
	Iteration 71Q: 3 clusters Score -437860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -437860.812500 Penalty: 4116.815918
	Iteration 72Q: 3 clusters Score -437860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -437860.843750 Penalty: 4116.815918
	Iteration 73Q: 3 clusters Score -437860.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -437860.843750 Penalty: 4116.815918
	Iteration 74F: 3 clusters Score -437860.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1195333.750000 Penalty: 2338.748779
	Iteration 0F: 2 clusters Score -1195334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1186129.125000 Penalty: 4677.497559
	Iteration 0F: 3 clusters Score -1186129 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1189204.500000 Penalty: 4677.497559
	Iteration 1F: 3 clusters Score -1189204 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1189818.750000 Penalty: 4677.497559
	Iteration 2F: 3 clusters Score -1189819 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1190378.375000 Penalty: 4677.497559
	Iteration 3F: 3 clusters Score -1190378 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1190915.625000 Penalty: 4677.497559
	Iteration 4F: 3 clusters Score -1190916 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1191377.500000 Penalty: 4677.497559
	Iteration 5F: 3 clusters Score -1191378 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1191774.500000 Penalty: 4677.497559
	Iteration 6F: 3 clusters Score -1191774 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1192102.000000 Penalty: 4677.497559
	Iteration 7Q: 3 clusters Score -1192102 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1192344.125000 Penalty: 4677.497559
	Iteration 8Q: 3 clusters Score -1192344 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1192567.750000 Penalty: 4677.497559
	Iteration 9Q: 3 clusters Score -1192568 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1192764.000000 Penalty: 4677.497559
	Iteration 10Q: 3 clusters Score -1192764 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1192912.750000 Penalty: 4677.497559
	Iteration 11Q: 3 clusters Score -1192913 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1193052.000000 Penalty: 4677.497559
	Iteration 12Q: 3 clusters Score -1193052 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1193182.125000 Penalty: 4677.497559
	Iteration 13Q: 3 clusters Score -1193182 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1193292.250000 Penalty: 4677.497559
	Iteration 14Q: 3 clusters Score -1193292 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1193382.750000 Penalty: 4677.497559
	Iteration 15Q: 3 clusters Score -1193383 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1193457.375000 Penalty: 4677.497559
	Iteration 16Q: 3 clusters Score -1193457 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1193520.500000 Penalty: 4677.497559
	Iteration 17Q: 3 clusters Score -1193520 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1193572.250000 Penalty: 4677.497559
	Iteration 18Q: 3 clusters Score -1193572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1193609.375000 Penalty: 4677.497559
	Iteration 19Q: 3 clusters Score -1193609 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1193653.500000 Penalty: 4677.497559
	Iteration 20F: 3 clusters Score -1193654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1193687.000000 Penalty: 4677.497559
	Iteration 21Q: 3 clusters Score -1193687 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1193715.250000 Penalty: 4677.497559
	Iteration 22Q: 3 clusters Score -1193715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1193733.125000 Penalty: 4677.497559
	Iteration 23Q: 3 clusters Score -1193733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1193746.375000 Penalty: 4677.497559
	Iteration 24Q: 3 clusters Score -1193746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1193759.625000 Penalty: 4677.497559
	Iteration 25Q: 3 clusters Score -1193760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1193771.875000 Penalty: 4677.497559
	Iteration 26Q: 3 clusters Score -1193772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1193785.500000 Penalty: 4677.497559
	Iteration 27Q: 3 clusters Score -1193786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1193800.125000 Penalty: 4677.497559
	Iteration 28Q: 3 clusters Score -1193800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1193809.875000 Penalty: 4677.497559
	Iteration 29Q: 3 clusters Score -1193810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1193825.125000 Penalty: 4677.497559
	Iteration 30Q: 3 clusters Score -1193825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1193829.625000 Penalty: 4677.497559
	Iteration 31Q: 3 clusters Score -1193830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1193841.125000 Penalty: 4677.497559
	Iteration 32Q: 3 clusters Score -1193841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1193845.500000 Penalty: 4677.497559
	Iteration 33Q: 3 clusters Score -1193846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1193852.625000 Penalty: 4677.497559
	Iteration 34Q: 3 clusters Score -1193853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1193860.625000 Penalty: 4677.497559
	Iteration 35Q: 3 clusters Score -1193861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1193866.125000 Penalty: 4677.497559
	Iteration 36Q: 3 clusters Score -1193866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1193869.875000 Penalty: 4677.497559
	Iteration 37Q: 3 clusters Score -1193870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1193873.750000 Penalty: 4677.497559
	Iteration 38Q: 3 clusters Score -1193874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1193884.000000 Penalty: 4677.497559
	Iteration 39Q: 3 clusters Score -1193884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1193887.000000 Penalty: 4677.497559
	Iteration 40F: 3 clusters Score -1193887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1193889.125000 Penalty: 4677.497559
	Iteration 41Q: 3 clusters Score -1193889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1193895.000000 Penalty: 4677.497559
	Iteration 42Q: 3 clusters Score -1193895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1193898.500000 Penalty: 4677.497559
	Iteration 43Q: 3 clusters Score -1193898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1193900.500000 Penalty: 4677.497559
	Iteration 44Q: 3 clusters Score -1193900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1193902.375000 Penalty: 4677.497559
	Iteration 45Q: 3 clusters Score -1193902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1193911.875000 Penalty: 4677.497559
	Iteration 46Q: 3 clusters Score -1193912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1193916.750000 Penalty: 4677.497559
	Iteration 47Q: 3 clusters Score -1193917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1193915.750000 Penalty: 4677.497559
	Iteration 48Q: 3 clusters Score -1193916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1193919.500000 Penalty: 4677.497559
	Iteration 49Q: 3 clusters Score -1193920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1193919.750000 Penalty: 4677.497559
	Iteration 50Q: 3 clusters Score -1193920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1193923.125000 Penalty: 4677.497559
	Iteration 51Q: 3 clusters Score -1193923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1193923.125000 Penalty: 4677.497559
	Iteration 52F: 3 clusters Score -1193923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Entering Unmasked Estep 
Score: -1792248.625000 Penalty: 2381.407715
	Iteration 0F: 2 clusters Score -1792249 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 7391 members 
Entering Unmasked Estep 
Score: -1781560.000000 Penalty: 4762.815430
	Iteration 0F: 3 clusters Score -1781560 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1785067.625000 Penalty: 4762.815430
	Iteration 1F: 3 clusters Score -1785068 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1785485.500000 Penalty: 4762.815430
	Iteration 2F: 3 clusters Score -1785486 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1785864.500000 Penalty: 4762.815430
	Iteration 3F: 3 clusters Score -1785864 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1786224.625000 Penalty: 4762.815430
	Iteration 4Q: 3 clusters Score -1786225 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1786581.375000 Penalty: 4762.815430
	Iteration 5Q: 3 clusters Score -1786581 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1786972.500000 Penalty: 4762.815430
	Iteration 6Q: 3 clusters Score -1786972 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1787326.625000 Penalty: 4762.815430
	Iteration 7Q: 3 clusters Score -1787327 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1787668.375000 Penalty: 4762.815430
	Iteration 8Q: 3 clusters Score -1787668 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1788035.875000 Penalty: 4762.815430
	Iteration 9Q: 3 clusters Score -1788036 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1788479.000000 Penalty: 4762.815430
	Iteration 10Q: 3 clusters Score -1788479 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1788940.250000 Penalty: 4762.815430
	Iteration 11Q: 3 clusters Score -1788940 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1789331.125000 Penalty: 4762.815430
	Iteration 12Q: 3 clusters Score -1789331 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1789725.875000 Penalty: 4762.815430
	Iteration 13Q: 3 clusters Score -1789726 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1790094.250000 Penalty: 4762.815430
	Iteration 14Q: 3 clusters Score -1790094 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1790418.750000 Penalty: 4762.815430
	Iteration 15Q: 3 clusters Score -1790419 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1790631.875000 Penalty: 4762.815430
	Iteration 16Q: 3 clusters Score -1790632 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1790743.250000 Penalty: 4762.815430
	Iteration 17Q: 3 clusters Score -1790743 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1790822.500000 Penalty: 4762.815430
	Iteration 18Q: 3 clusters Score -1790822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1790870.500000 Penalty: 4762.815430
	Iteration 19Q: 3 clusters Score -1790870 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1790902.500000 Penalty: 4762.815430
	Iteration 20F: 3 clusters Score -1790902 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1790916.000000 Penalty: 4762.815430
	Iteration 21Q: 3 clusters Score -1790916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1790926.250000 Penalty: 4762.815430
	Iteration 22Q: 3 clusters Score -1790926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1790934.125000 Penalty: 4762.815430
	Iteration 23Q: 3 clusters Score -1790934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1790935.250000 Penalty: 4762.815430
	Iteration 24Q: 3 clusters Score -1790935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1790938.625000 Penalty: 4762.815430
	Iteration 25Q: 3 clusters Score -1790939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1790945.875000 Penalty: 4762.815430
	Iteration 26Q: 3 clusters Score -1790946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1790946.500000 Penalty: 4762.815430
	Iteration 27Q: 3 clusters Score -1790946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1790946.125000 Penalty: 4762.815430
	Iteration 28Q: 3 clusters Score -1790946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1790946.125000 Penalty: 4762.815430
	Iteration 29Q: 3 clusters Score -1790946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1790946.500000 Penalty: 4762.815430
	Iteration 30Q: 3 clusters Score -1790946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1790946.500000 Penalty: 4762.815430
	Iteration 31F: 3 clusters Score -1790946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Entering Unmasked Estep 
Score: -1279702.625000 Penalty: 2333.031982
	Iteration 0F: 2 clusters Score -1279703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1270663.125000 Penalty: 4666.063965
	Iteration 0F: 3 clusters Score -1270663 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1273751.000000 Penalty: 4666.063965
	Iteration 1F: 3 clusters Score -1273751 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1274424.875000 Penalty: 4666.063965
	Iteration 2F: 3 clusters Score -1274425 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1275048.750000 Penalty: 4666.063965
	Iteration 3F: 3 clusters Score -1275049 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1275566.500000 Penalty: 4666.063965
	Iteration 4F: 3 clusters Score -1275566 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1275979.000000 Penalty: 4666.063965
	Iteration 5F: 3 clusters Score -1275979 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1276330.125000 Penalty: 4666.063965
	Iteration 6Q: 3 clusters Score -1276330 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1276629.000000 Penalty: 4666.063965
	Iteration 7Q: 3 clusters Score -1276629 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1276918.875000 Penalty: 4666.063965
	Iteration 8Q: 3 clusters Score -1276919 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1277204.875000 Penalty: 4666.063965
	Iteration 9Q: 3 clusters Score -1277205 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1277434.500000 Penalty: 4666.063965
	Iteration 10Q: 3 clusters Score -1277434 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1277614.125000 Penalty: 4666.063965
	Iteration 11Q: 3 clusters Score -1277614 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1277750.500000 Penalty: 4666.063965
	Iteration 12Q: 3 clusters Score -1277750 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1277864.125000 Penalty: 4666.063965
	Iteration 13Q: 3 clusters Score -1277864 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1277954.000000 Penalty: 4666.063965
	Iteration 14Q: 3 clusters Score -1277954 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1278038.750000 Penalty: 4666.063965
	Iteration 15Q: 3 clusters Score -1278039 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1278128.750000 Penalty: 4666.063965
	Iteration 16Q: 3 clusters Score -1278129 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1278223.000000 Penalty: 4666.063965
	Iteration 17Q: 3 clusters Score -1278223 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1278287.375000 Penalty: 4666.063965
	Iteration 18Q: 3 clusters Score -1278287 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1278349.625000 Penalty: 4666.063965
	Iteration 19Q: 3 clusters Score -1278350 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1278389.500000 Penalty: 4666.063965
	Iteration 20F: 3 clusters Score -1278390 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1278430.125000 Penalty: 4666.063965
	Iteration 21Q: 3 clusters Score -1278430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1278462.375000 Penalty: 4666.063965
	Iteration 22Q: 3 clusters Score -1278462 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1278477.750000 Penalty: 4666.063965
	Iteration 23Q: 3 clusters Score -1278478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1278488.625000 Penalty: 4666.063965
	Iteration 24Q: 3 clusters Score -1278489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1278500.125000 Penalty: 4666.063965
	Iteration 25Q: 3 clusters Score -1278500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1278517.375000 Penalty: 4666.063965
	Iteration 26Q: 3 clusters Score -1278517 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1278533.750000 Penalty: 4666.063965
	Iteration 27Q: 3 clusters Score -1278534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1278546.500000 Penalty: 4666.063965
	Iteration 28Q: 3 clusters Score -1278546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1278567.500000 Penalty: 4666.063965
	Iteration 29Q: 3 clusters Score -1278568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1278575.750000 Penalty: 4666.063965
	Iteration 30Q: 3 clusters Score -1278576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1278590.750000 Penalty: 4666.063965
	Iteration 31Q: 3 clusters Score -1278591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1278603.250000 Penalty: 4666.063965
	Iteration 32Q: 3 clusters Score -1278603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1278608.875000 Penalty: 4666.063965
	Iteration 33Q: 3 clusters Score -1278609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1278611.625000 Penalty: 4666.063965
	Iteration 34Q: 3 clusters Score -1278612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1278621.625000 Penalty: 4666.063965
	Iteration 35Q: 3 clusters Score -1278622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1278630.750000 Penalty: 4666.063965
	Iteration 36Q: 3 clusters Score -1278631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1278634.875000 Penalty: 4666.063965
	Iteration 37Q: 3 clusters Score -1278635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1278648.750000 Penalty: 4666.063965
	Iteration 38Q: 3 clusters Score -1278649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1278663.750000 Penalty: 4666.063965
	Iteration 39Q: 3 clusters Score -1278664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1278678.625000 Penalty: 4666.063965
	Iteration 40F: 3 clusters Score -1278679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1278681.125000 Penalty: 4666.063965
	Iteration 41Q: 3 clusters Score -1278681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1278685.000000 Penalty: 4666.063965
	Iteration 42Q: 3 clusters Score -1278685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1278687.875000 Penalty: 4666.063965
	Iteration 43Q: 3 clusters Score -1278688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1278692.625000 Penalty: 4666.063965
	Iteration 44Q: 3 clusters Score -1278693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1278693.375000 Penalty: 4666.063965
	Iteration 45Q: 3 clusters Score -1278693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1278693.500000 Penalty: 4666.063965
	Iteration 46Q: 3 clusters Score -1278694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1278695.875000 Penalty: 4666.063965
	Iteration 47Q: 3 clusters Score -1278696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1278698.125000 Penalty: 4666.063965
	Iteration 48Q: 3 clusters Score -1278698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1278698.625000 Penalty: 4666.063965
	Iteration 49Q: 3 clusters Score -1278699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1278698.750000 Penalty: 4666.063965
	Iteration 50Q: 3 clusters Score -1278699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1278700.625000 Penalty: 4666.063965
	Iteration 51Q: 3 clusters Score -1278701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1278701.375000 Penalty: 4666.063965
	Iteration 52Q: 3 clusters Score -1278701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1278702.500000 Penalty: 4666.063965
	Iteration 53Q: 3 clusters Score -1278702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1278700.500000 Penalty: 4666.063965
	Iteration 54Q: 3 clusters Score -1278700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1278701.500000 Penalty: 4666.063965
	Iteration 55Q: 3 clusters Score -1278702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1278701.500000 Penalty: 4666.063965
	Iteration 56F: 3 clusters Score -1278702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Entering Unmasked Estep 
Score: -1500401.500000 Penalty: 2361.675537
	Iteration 0F: 2 clusters Score -1500402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1490322.500000 Penalty: 4723.351074
	Iteration 0F: 3 clusters Score -1490322 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1493638.625000 Penalty: 4723.351074
	Iteration 1F: 3 clusters Score -1493639 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1494201.000000 Penalty: 4723.351074
	Iteration 2F: 3 clusters Score -1494201 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1494749.375000 Penalty: 4723.351074
	Iteration 3F: 3 clusters Score -1494749 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1495276.625000 Penalty: 4723.351074
	Iteration 4F: 3 clusters Score -1495277 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1495764.500000 Penalty: 4723.351074
	Iteration 5F: 3 clusters Score -1495764 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1496222.625000 Penalty: 4723.351074
	Iteration 6F: 3 clusters Score -1496223 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1496591.375000 Penalty: 4723.351074
	Iteration 7Q: 3 clusters Score -1496591 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1496897.750000 Penalty: 4723.351074
	Iteration 8Q: 3 clusters Score -1496898 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1497142.750000 Penalty: 4723.351074
	Iteration 9Q: 3 clusters Score -1497143 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1497338.125000 Penalty: 4723.351074
	Iteration 10Q: 3 clusters Score -1497338 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1497469.125000 Penalty: 4723.351074
	Iteration 11Q: 3 clusters Score -1497469 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1497570.625000 Penalty: 4723.351074
	Iteration 12Q: 3 clusters Score -1497571 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1497637.500000 Penalty: 4723.351074
	Iteration 13Q: 3 clusters Score -1497638 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1497694.125000 Penalty: 4723.351074
	Iteration 14Q: 3 clusters Score -1497694 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1497732.000000 Penalty: 4723.351074
	Iteration 15Q: 3 clusters Score -1497732 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1497774.000000 Penalty: 4723.351074
	Iteration 16Q: 3 clusters Score -1497774 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1497804.875000 Penalty: 4723.351074
	Iteration 17Q: 3 clusters Score -1497805 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1497831.625000 Penalty: 4723.351074
	Iteration 18Q: 3 clusters Score -1497832 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1497864.000000 Penalty: 4723.351074
	Iteration 19Q: 3 clusters Score -1497864 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1497890.000000 Penalty: 4723.351074
	Iteration 20F: 3 clusters Score -1497890 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1497919.500000 Penalty: 4723.351074
	Iteration 21Q: 3 clusters Score -1497920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1497939.125000 Penalty: 4723.351074
	Iteration 22Q: 3 clusters Score -1497939 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1497960.625000 Penalty: 4723.351074
	Iteration 23Q: 3 clusters Score -1497961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1497977.750000 Penalty: 4723.351074
	Iteration 24Q: 3 clusters Score -1497978 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1497992.750000 Penalty: 4723.351074
	Iteration 25Q: 3 clusters Score -1497993 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1497998.750000 Penalty: 4723.351074
	Iteration 26Q: 3 clusters Score -1497999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1498013.875000 Penalty: 4723.351074
	Iteration 27Q: 3 clusters Score -1498014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1498028.375000 Penalty: 4723.351074
	Iteration 28Q: 3 clusters Score -1498028 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1498037.375000 Penalty: 4723.351074
	Iteration 29Q: 3 clusters Score -1498037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1498044.500000 Penalty: 4723.351074
	Iteration 30Q: 3 clusters Score -1498044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1498049.125000 Penalty: 4723.351074
	Iteration 31Q: 3 clusters Score -1498049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1498056.375000 Penalty: 4723.351074
	Iteration 32Q: 3 clusters Score -1498056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1498052.125000 Penalty: 4723.351074
	Iteration 33Q: 3 clusters Score -1498052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1498054.750000 Penalty: 4723.351074
	Iteration 34Q: 3 clusters Score -1498055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1498058.875000 Penalty: 4723.351074
	Iteration 35Q: 3 clusters Score -1498059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1498061.125000 Penalty: 4723.351074
	Iteration 36Q: 3 clusters Score -1498061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1498064.750000 Penalty: 4723.351074
	Iteration 37Q: 3 clusters Score -1498065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1498064.625000 Penalty: 4723.351074
	Iteration 38Q: 3 clusters Score -1498065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1498064.375000 Penalty: 4723.351074
	Iteration 39Q: 3 clusters Score -1498064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1498070.500000 Penalty: 4723.351074
	Iteration 40F: 3 clusters Score -1498070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1498067.875000 Penalty: 4723.351074
	Iteration 41Q: 3 clusters Score -1498068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1498067.750000 Penalty: 4723.351074
	Iteration 42Q: 3 clusters Score -1498068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1498070.250000 Penalty: 4723.351074
	Iteration 43Q: 3 clusters Score -1498070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1498074.500000 Penalty: 4723.351074
	Iteration 44Q: 3 clusters Score -1498074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1498073.875000 Penalty: 4723.351074
	Iteration 45Q: 3 clusters Score -1498074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1498075.375000 Penalty: 4723.351074
	Iteration 46Q: 3 clusters Score -1498075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1498075.000000 Penalty: 4723.351074
	Iteration 47Q: 3 clusters Score -1498075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1498074.500000 Penalty: 4723.351074
	Iteration 48Q: 3 clusters Score -1498074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1498075.125000 Penalty: 4723.351074
	Iteration 49Q: 3 clusters Score -1498075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1498075.125000 Penalty: 4723.351074
	Iteration 50Q: 3 clusters Score -1498075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1498075.875000 Penalty: 4723.351074
	Iteration 51Q: 3 clusters Score -1498076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1498078.500000 Penalty: 4723.351074
	Iteration 52Q: 3 clusters Score -1498078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1498083.750000 Penalty: 4723.351074
	Iteration 53Q: 3 clusters Score -1498084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1498083.500000 Penalty: 4723.351074
	Iteration 54Q: 3 clusters Score -1498084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1498082.375000 Penalty: 4723.351074
	Iteration 55Q: 3 clusters Score -1498082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1498082.125000 Penalty: 4723.351074
	Iteration 56Q: 3 clusters Score -1498082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1498084.125000 Penalty: 4723.351074
	Iteration 57Q: 3 clusters Score -1498084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1498087.000000 Penalty: 4723.351074
	Iteration 58Q: 3 clusters Score -1498087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1498085.875000 Penalty: 4723.351074
	Iteration 59Q: 3 clusters Score -1498086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1498088.125000 Penalty: 4723.351074
	Iteration 60F: 3 clusters Score -1498088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1498087.250000 Penalty: 4723.351074
	Iteration 61Q: 3 clusters Score -1498087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1498091.750000 Penalty: 4723.351074
	Iteration 62Q: 3 clusters Score -1498092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1498090.625000 Penalty: 4723.351074
	Iteration 63Q: 3 clusters Score -1498091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1498097.625000 Penalty: 4723.351074
	Iteration 64Q: 3 clusters Score -1498098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1498098.125000 Penalty: 4723.351074
	Iteration 65Q: 3 clusters Score -1498098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1498098.375000 Penalty: 4723.351074
	Iteration 66Q: 3 clusters Score -1498098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1498103.125000 Penalty: 4723.351074
	Iteration 67Q: 3 clusters Score -1498103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1498101.625000 Penalty: 4723.351074
	Iteration 68Q: 3 clusters Score -1498102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1498103.750000 Penalty: 4723.351074
	Iteration 69Q: 3 clusters Score -1498104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1498108.125000 Penalty: 4723.351074
	Iteration 70Q: 3 clusters Score -1498108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1498110.875000 Penalty: 4723.351074
	Iteration 71Q: 3 clusters Score -1498111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1498112.125000 Penalty: 4723.351074
	Iteration 72Q: 3 clusters Score -1498112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1498115.750000 Penalty: 4723.351074
	Iteration 73Q: 3 clusters Score -1498116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1498117.000000 Penalty: 4723.351074
	Iteration 74Q: 3 clusters Score -1498117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1498118.750000 Penalty: 4723.351074
	Iteration 75Q: 3 clusters Score -1498119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1498122.500000 Penalty: 4723.351074
	Iteration 76Q: 3 clusters Score -1498122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1498123.000000 Penalty: 4723.351074
	Iteration 77Q: 3 clusters Score -1498123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1498124.125000 Penalty: 4723.351074
	Iteration 78Q: 3 clusters Score -1498124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1498125.750000 Penalty: 4723.351074
	Iteration 79Q: 3 clusters Score -1498126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1498125.125000 Penalty: 4723.351074
	Iteration 80F: 3 clusters Score -1498125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1498123.625000 Penalty: 4723.351074
	Iteration 81Q: 3 clusters Score -1498124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1498125.750000 Penalty: 4723.351074
	Iteration 82Q: 3 clusters Score -1498126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1498127.000000 Penalty: 4723.351074
	Iteration 83Q: 3 clusters Score -1498127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1498127.125000 Penalty: 4723.351074
	Iteration 84Q: 3 clusters Score -1498127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1498127.125000 Penalty: 4723.351074
	Iteration 85F: 3 clusters Score -1498127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Entering Unmasked Estep 
Score: -659443.937500 Penalty: 2163.764648
	Iteration 0F: 2 clusters Score -659443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -654229.562500 Penalty: 4327.529297
	Iteration 0F: 3 clusters Score -654229.6 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -655674.500000 Penalty: 4327.529297
	Iteration 1F: 3 clusters Score -655674.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -656017.500000 Penalty: 4327.529297
	Iteration 2F: 3 clusters Score -656017.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -656299.312500 Penalty: 4327.529297
	Iteration 3F: 3 clusters Score -656299.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -656609.187500 Penalty: 4327.529297
	Iteration 4F: 3 clusters Score -656609.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -656913.062500 Penalty: 4327.529297
	Iteration 5F: 3 clusters Score -656913.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -657194.000000 Penalty: 4327.529297
	Iteration 6F: 3 clusters Score -657194 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -657431.250000 Penalty: 4327.529297
	Iteration 7Q: 3 clusters Score -657431.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -657632.687500 Penalty: 4327.529297
	Iteration 8Q: 3 clusters Score -657632.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -657782.750000 Penalty: 4327.529297
	Iteration 9Q: 3 clusters Score -657782.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -657906.812500 Penalty: 4327.529297
	Iteration 10Q: 3 clusters Score -657906.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -657991.750000 Penalty: 4327.529297
	Iteration 11Q: 3 clusters Score -657991.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -658070.500000 Penalty: 4327.529297
	Iteration 12Q: 3 clusters Score -658070.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -658121.937500 Penalty: 4327.529297
	Iteration 13Q: 3 clusters Score -658121.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -658151.625000 Penalty: 4327.529297
	Iteration 14Q: 3 clusters Score -658151.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -658167.750000 Penalty: 4327.529297
	Iteration 15Q: 3 clusters Score -658167.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -658179.562500 Penalty: 4327.529297
	Iteration 16Q: 3 clusters Score -658179.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -658186.750000 Penalty: 4327.529297
	Iteration 17Q: 3 clusters Score -658186.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -658199.062500 Penalty: 4327.529297
	Iteration 18Q: 3 clusters Score -658199.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -658215.250000 Penalty: 4327.529297
	Iteration 19Q: 3 clusters Score -658215.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -658231.187500 Penalty: 4327.529297
	Iteration 20F: 3 clusters Score -658231.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -658238.875000 Penalty: 4327.529297
	Iteration 21Q: 3 clusters Score -658238.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -658243.375000 Penalty: 4327.529297
	Iteration 22Q: 3 clusters Score -658243.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -658247.375000 Penalty: 4327.529297
	Iteration 23Q: 3 clusters Score -658247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -658250.312500 Penalty: 4327.529297
	Iteration 24Q: 3 clusters Score -658250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -658255.750000 Penalty: 4327.529297
	Iteration 25Q: 3 clusters Score -658255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -658258.125000 Penalty: 4327.529297
	Iteration 26Q: 3 clusters Score -658258.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -658261.375000 Penalty: 4327.529297
	Iteration 27Q: 3 clusters Score -658261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -658263.000000 Penalty: 4327.529297
	Iteration 28Q: 3 clusters Score -658263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -658264.187500 Penalty: 4327.529297
	Iteration 29Q: 3 clusters Score -658264.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -658265.312500 Penalty: 4327.529297
	Iteration 30Q: 3 clusters Score -658265.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -658270.750000 Penalty: 4327.529297
	Iteration 31Q: 3 clusters Score -658270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -658273.500000 Penalty: 4327.529297
	Iteration 32Q: 3 clusters Score -658273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -658273.000000 Penalty: 4327.529297
	Iteration 33Q: 3 clusters Score -658273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -658273.000000 Penalty: 4327.529297
	Iteration 34F: 3 clusters Score -658273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Entering Unmasked Estep 
Score: -1065807.500000 Penalty: 2258.255371
	Iteration 0F: 2 clusters Score -1065808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1058878.750000 Penalty: 4516.510742
	Iteration 0F: 3 clusters Score -1058879 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1060891.500000 Penalty: 4516.510742
	Iteration 1F: 3 clusters Score -1060892 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1061230.625000 Penalty: 4516.510742
	Iteration 2F: 3 clusters Score -1061231 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1061500.000000 Penalty: 4516.510742
	Iteration 3F: 3 clusters Score -1061500 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1061756.875000 Penalty: 4516.510742
	Iteration 4Q: 3 clusters Score -1061757 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1061993.875000 Penalty: 4516.510742
	Iteration 5Q: 3 clusters Score -1061994 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1062213.375000 Penalty: 4516.510742
	Iteration 6Q: 3 clusters Score -1062213 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1062436.125000 Penalty: 4516.510742
	Iteration 7Q: 3 clusters Score -1062436 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1062639.250000 Penalty: 4516.510742
	Iteration 8Q: 3 clusters Score -1062639 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1062828.750000 Penalty: 4516.510742
	Iteration 9Q: 3 clusters Score -1062829 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1063009.000000 Penalty: 4516.510742
	Iteration 10Q: 3 clusters Score -1063009 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1063156.000000 Penalty: 4516.510742
	Iteration 11Q: 3 clusters Score -1063156 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1063276.500000 Penalty: 4516.510742
	Iteration 12Q: 3 clusters Score -1063276 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1063373.875000 Penalty: 4516.510742
	Iteration 13Q: 3 clusters Score -1063374 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1063450.125000 Penalty: 4516.510742
	Iteration 14Q: 3 clusters Score -1063450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1063514.125000 Penalty: 4516.510742
	Iteration 15Q: 3 clusters Score -1063514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1063559.250000 Penalty: 4516.510742
	Iteration 16Q: 3 clusters Score -1063559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1063599.000000 Penalty: 4516.510742
	Iteration 17Q: 3 clusters Score -1063599 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1063631.125000 Penalty: 4516.510742
	Iteration 18Q: 3 clusters Score -1063631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1063660.750000 Penalty: 4516.510742
	Iteration 19Q: 3 clusters Score -1063661 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1063692.375000 Penalty: 4516.510742
	Iteration 20F: 3 clusters Score -1063692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1063719.500000 Penalty: 4516.510742
	Iteration 21Q: 3 clusters Score -1063720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1063740.250000 Penalty: 4516.510742
	Iteration 22Q: 3 clusters Score -1063740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1063756.250000 Penalty: 4516.510742
	Iteration 23Q: 3 clusters Score -1063756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1063764.875000 Penalty: 4516.510742
	Iteration 24Q: 3 clusters Score -1063765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1063774.750000 Penalty: 4516.510742
	Iteration 25Q: 3 clusters Score -1063775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1063786.125000 Penalty: 4516.510742
	Iteration 26Q: 3 clusters Score -1063786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1063800.500000 Penalty: 4516.510742
	Iteration 27Q: 3 clusters Score -1063800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1063805.750000 Penalty: 4516.510742
	Iteration 28Q: 3 clusters Score -1063806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1063808.875000 Penalty: 4516.510742
	Iteration 29Q: 3 clusters Score -1063809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1063810.875000 Penalty: 4516.510742
	Iteration 30Q: 3 clusters Score -1063811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1063816.375000 Penalty: 4516.510742
	Iteration 31Q: 3 clusters Score -1063816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1063817.125000 Penalty: 4516.510742
	Iteration 32Q: 3 clusters Score -1063817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1063818.625000 Penalty: 4516.510742
	Iteration 33Q: 3 clusters Score -1063819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1063819.000000 Penalty: 4516.510742
	Iteration 34Q: 3 clusters Score -1063819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1063821.625000 Penalty: 4516.510742
	Iteration 35Q: 3 clusters Score -1063822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1063821.750000 Penalty: 4516.510742
	Iteration 36Q: 3 clusters Score -1063822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1063825.625000 Penalty: 4516.510742
	Iteration 37Q: 3 clusters Score -1063826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1063822.625000 Penalty: 4516.510742
	Iteration 38Q: 3 clusters Score -1063823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1063822.250000 Penalty: 4516.510742
	Iteration 39Q: 3 clusters Score -1063822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1063822.250000 Penalty: 4516.510742
	Iteration 40F: 3 clusters Score -1063822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Entering Unmasked Estep 
Score: -1024126.750000 Penalty: 2276.763672
	Iteration 0F: 2 clusters Score -1024127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1016663.312500 Penalty: 4553.527344
	Iteration 0F: 3 clusters Score -1016663 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1019189.437500 Penalty: 4553.527344
	Iteration 1F: 3 clusters Score -1019189 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1019908.812500 Penalty: 4553.527344
	Iteration 2F: 3 clusters Score -1019909 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1020559.312500 Penalty: 4553.527344
	Iteration 3F: 3 clusters Score -1020559 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1021079.875000 Penalty: 4553.527344
	Iteration 4F: 3 clusters Score -1021080 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1021423.062500 Penalty: 4553.527344
	Iteration 5F: 3 clusters Score -1021423 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1021674.312500 Penalty: 4553.527344
	Iteration 6Q: 3 clusters Score -1021674 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1021847.875000 Penalty: 4553.527344
	Iteration 7Q: 3 clusters Score -1021848 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1021959.562500 Penalty: 4553.527344
	Iteration 8Q: 3 clusters Score -1021960 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1022036.250000 Penalty: 4553.527344
	Iteration 9Q: 3 clusters Score -1022036 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1022096.562500 Penalty: 4553.527344
	Iteration 10Q: 3 clusters Score -1022097 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1022137.250000 Penalty: 4553.527344
	Iteration 11Q: 3 clusters Score -1022137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1022172.125000 Penalty: 4553.527344
	Iteration 12Q: 3 clusters Score -1022172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1022201.437500 Penalty: 4553.527344
	Iteration 13Q: 3 clusters Score -1022201 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1022226.000000 Penalty: 4553.527344
	Iteration 14Q: 3 clusters Score -1022226 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1022244.812500 Penalty: 4553.527344
	Iteration 15Q: 3 clusters Score -1022245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1022251.062500 Penalty: 4553.527344
	Iteration 16Q: 3 clusters Score -1022251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1022256.750000 Penalty: 4553.527344
	Iteration 17Q: 3 clusters Score -1022257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1022262.062500 Penalty: 4553.527344
	Iteration 18Q: 3 clusters Score -1022262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1022268.875000 Penalty: 4553.527344
	Iteration 19Q: 3 clusters Score -1022269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1022275.062500 Penalty: 4553.527344
	Iteration 20F: 3 clusters Score -1022275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1022279.625000 Penalty: 4553.527344
	Iteration 21Q: 3 clusters Score -1022280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1022286.562500 Penalty: 4553.527344
	Iteration 22Q: 3 clusters Score -1022287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1022288.187500 Penalty: 4553.527344
	Iteration 23Q: 3 clusters Score -1022288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1022296.500000 Penalty: 4553.527344
	Iteration 24Q: 3 clusters Score -1022296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1022297.812500 Penalty: 4553.527344
	Iteration 25Q: 3 clusters Score -1022298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1022300.562500 Penalty: 4553.527344
	Iteration 26Q: 3 clusters Score -1022301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1022298.625000 Penalty: 4553.527344
	Iteration 27Q: 3 clusters Score -1022299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1022302.312500 Penalty: 4553.527344
	Iteration 28Q: 3 clusters Score -1022302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1022304.250000 Penalty: 4553.527344
	Iteration 29Q: 3 clusters Score -1022304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1022306.125000 Penalty: 4553.527344
	Iteration 30Q: 3 clusters Score -1022306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1022308.437500 Penalty: 4553.527344
	Iteration 31Q: 3 clusters Score -1022308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1022308.750000 Penalty: 4553.527344
	Iteration 32Q: 3 clusters Score -1022309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1022310.250000 Penalty: 4553.527344
	Iteration 33Q: 3 clusters Score -1022310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1022309.625000 Penalty: 4553.527344
	Iteration 34Q: 3 clusters Score -1022310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1022311.625000 Penalty: 4553.527344
	Iteration 35Q: 3 clusters Score -1022312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1022309.062500 Penalty: 4553.527344
	Iteration 36Q: 3 clusters Score -1022309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1022308.562500 Penalty: 4553.527344
	Iteration 37Q: 3 clusters Score -1022309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1022308.562500 Penalty: 4553.527344
	Iteration 38F: 3 clusters Score -1022309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Entering Unmasked Estep 
Score: -1455227.750000 Penalty: 2331.663818
	Iteration 0F: 2 clusters Score -1455228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1446315.375000 Penalty: 4663.327637
	Iteration 0F: 3 clusters Score -1446315 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1449102.875000 Penalty: 4663.327637
	Iteration 1F: 3 clusters Score -1449103 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1449543.750000 Penalty: 4663.327637
	Iteration 2F: 3 clusters Score -1449544 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1449920.875000 Penalty: 4663.327637
	Iteration 3F: 3 clusters Score -1449921 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1450308.750000 Penalty: 4663.327637
	Iteration 4Q: 3 clusters Score -1450309 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1450712.000000 Penalty: 4663.327637
	Iteration 5Q: 3 clusters Score -1450712 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1451148.000000 Penalty: 4663.327637
	Iteration 6Q: 3 clusters Score -1451148 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1451563.250000 Penalty: 4663.327637
	Iteration 7Q: 3 clusters Score -1451563 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1451997.875000 Penalty: 4663.327637
	Iteration 8Q: 3 clusters Score -1451998 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1452389.375000 Penalty: 4663.327637
	Iteration 9Q: 3 clusters Score -1452389 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1452711.375000 Penalty: 4663.327637
	Iteration 10Q: 3 clusters Score -1452711 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1452989.875000 Penalty: 4663.327637
	Iteration 11Q: 3 clusters Score -1452990 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1453182.625000 Penalty: 4663.327637
	Iteration 12Q: 3 clusters Score -1453183 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1453307.875000 Penalty: 4663.327637
	Iteration 13Q: 3 clusters Score -1453308 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1453386.750000 Penalty: 4663.327637
	Iteration 14Q: 3 clusters Score -1453387 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1453453.875000 Penalty: 4663.327637
	Iteration 15Q: 3 clusters Score -1453454 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1453509.875000 Penalty: 4663.327637
	Iteration 16Q: 3 clusters Score -1453510 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1453556.000000 Penalty: 4663.327637
	Iteration 17Q: 3 clusters Score -1453556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1453604.875000 Penalty: 4663.327637
	Iteration 18Q: 3 clusters Score -1453605 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1453641.125000 Penalty: 4663.327637
	Iteration 19Q: 3 clusters Score -1453641 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1453687.875000 Penalty: 4663.327637
	Iteration 20F: 3 clusters Score -1453688 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1453723.375000 Penalty: 4663.327637
	Iteration 21Q: 3 clusters Score -1453723 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1453762.500000 Penalty: 4663.327637
	Iteration 22Q: 3 clusters Score -1453762 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1453814.250000 Penalty: 4663.327637
	Iteration 23Q: 3 clusters Score -1453814 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1453867.875000 Penalty: 4663.327637
	Iteration 24Q: 3 clusters Score -1453868 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1453945.750000 Penalty: 4663.327637
	Iteration 25Q: 3 clusters Score -1453946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1454029.625000 Penalty: 4663.327637
	Iteration 26Q: 3 clusters Score -1454030 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1454091.500000 Penalty: 4663.327637
	Iteration 27Q: 3 clusters Score -1454092 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1454151.625000 Penalty: 4663.327637
	Iteration 28Q: 3 clusters Score -1454152 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1454202.000000 Penalty: 4663.327637
	Iteration 29Q: 3 clusters Score -1454202 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1454265.250000 Penalty: 4663.327637
	Iteration 30Q: 3 clusters Score -1454265 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1454371.500000 Penalty: 4663.327637
	Iteration 31Q: 3 clusters Score -1454372 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1454476.750000 Penalty: 4663.327637
	Iteration 32Q: 3 clusters Score -1454477 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1454607.125000 Penalty: 4663.327637
	Iteration 33Q: 3 clusters Score -1454607 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1454766.625000 Penalty: 4663.327637
	Iteration 34Q: 3 clusters Score -1454767 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1454955.875000 Penalty: 4663.327637
	Iteration 35Q: 3 clusters Score -1454956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1455137.000000 Penalty: 4663.327637
	Iteration 36Q: 3 clusters Score -1455137 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1455300.125000 Penalty: 4663.327637
	Iteration 37Q: 3 clusters Score -1455300 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1455396.750000 Penalty: 4663.327637
	Iteration 38Q: 3 clusters Score -1455397 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1455494.125000 Penalty: 4663.327637
	Iteration 39Q: 3 clusters Score -1455494 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1455579.250000 Penalty: 4663.327637
	Iteration 40F: 3 clusters Score -1455579 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1455636.750000 Penalty: 4663.327637
	Iteration 41Q: 3 clusters Score -1455637 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1455676.750000 Penalty: 4663.327637
	Iteration 42Q: 3 clusters Score -1455677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1455704.500000 Penalty: 4663.327637
	Iteration 43Q: 3 clusters Score -1455704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1455729.750000 Penalty: 4663.327637
	Iteration 44Q: 3 clusters Score -1455730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1455746.500000 Penalty: 4663.327637
	Iteration 45Q: 3 clusters Score -1455746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1455762.000000 Penalty: 4663.327637
	Iteration 46Q: 3 clusters Score -1455762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1455780.375000 Penalty: 4663.327637
	Iteration 47Q: 3 clusters Score -1455780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1455794.125000 Penalty: 4663.327637
	Iteration 48Q: 3 clusters Score -1455794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1455797.250000 Penalty: 4663.327637
	Iteration 49Q: 3 clusters Score -1455797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1455804.000000 Penalty: 4663.327637
	Iteration 50Q: 3 clusters Score -1455804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1455803.625000 Penalty: 4663.327637
	Iteration 51Q: 3 clusters Score -1455804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1455805.750000 Penalty: 4663.327637
	Iteration 52Q: 3 clusters Score -1455806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1455806.250000 Penalty: 4663.327637
	Iteration 53Q: 3 clusters Score -1455806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1455806.500000 Penalty: 4663.327637
	Iteration 54Q: 3 clusters Score -1455806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1455805.875000 Penalty: 4663.327637
	Iteration 55Q: 3 clusters Score -1455806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1455807.250000 Penalty: 4663.327637
	Iteration 56Q: 3 clusters Score -1455807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1455808.375000 Penalty: 4663.327637
	Iteration 57Q: 3 clusters Score -1455808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1455808.250000 Penalty: 4663.327637
	Iteration 58Q: 3 clusters Score -1455808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1455808.250000 Penalty: 4663.327637
	Iteration 59F: 3 clusters Score -1455808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 13615 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 4641 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 12 contains 14801 members 
Mstep: Class 13 contains 12178 members 
Mstep: Class 14 contains 13669 members 
Mstep: Class 15 contains 6154 members 
Mstep: Class 16 contains 9008 members 
Mstep: Class 17 contains 9706 members 
Mstep: Class 18 contains 6823 members 
Mstep: Class 19 contains 10188 members 
Mstep: Class 20 contains 18898 members 
Mstep: Class 21 contains 17553 members 
Mstep: Class 22 contains 31079 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 15275 members 
Mstep: Class 26 contains 6525 members 
Mstep: Class 27 contains 1920 members 
Mstep: Class 28 contains 12343 members 
Mstep: Class 29 contains 6626 members 
Mstep: Class 30 contains 5288 members 
Entering Unmasked Estep 
Score: -35718108.000000 Penalty: 94338.273438
Splitting cluster 18 changes total score from -35718432.000000 to -35718108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (10188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Entering Unmasked Estep 
Score: -1215009.125000 Penalty: 2288.783447
	Iteration 0F: 2 clusters Score -1215009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1207173.750000 Penalty: 4577.566895
	Iteration 0F: 3 clusters Score -1207174 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1209483.625000 Penalty: 4577.566895
	Iteration 1F: 3 clusters Score -1209484 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1210003.250000 Penalty: 4577.566895
	Iteration 2F: 3 clusters Score -1210003 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1210555.750000 Penalty: 4577.566895
	Iteration 3F: 3 clusters Score -1210556 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1211086.125000 Penalty: 4577.566895
	Iteration 4F: 3 clusters Score -1211086 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1211569.375000 Penalty: 4577.566895
	Iteration 5F: 3 clusters Score -1211569 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1212027.000000 Penalty: 4577.566895
	Iteration 6F: 3 clusters Score -1212027 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1212405.500000 Penalty: 4577.566895
	Iteration 7F: 3 clusters Score -1212406 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1212758.250000 Penalty: 4577.566895
	Iteration 8Q: 3 clusters Score -1212758 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1213061.375000 Penalty: 4577.566895
	Iteration 9Q: 3 clusters Score -1213061 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1213322.625000 Penalty: 4577.566895
	Iteration 10Q: 3 clusters Score -1213323 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1213549.500000 Penalty: 4577.566895
	Iteration 11Q: 3 clusters Score -1213550 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1213763.125000 Penalty: 4577.566895
	Iteration 12Q: 3 clusters Score -1213763 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1213935.750000 Penalty: 4577.566895
	Iteration 13Q: 3 clusters Score -1213936 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1214081.875000 Penalty: 4577.566895
	Iteration 14Q: 3 clusters Score -1214082 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1214203.875000 Penalty: 4577.566895
	Iteration 15Q: 3 clusters Score -1214204 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1214312.125000 Penalty: 4577.566895
	Iteration 16Q: 3 clusters Score -1214312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1214423.500000 Penalty: 4577.566895
	Iteration 17Q: 3 clusters Score -1214424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1214535.000000 Penalty: 4577.566895
	Iteration 18Q: 3 clusters Score -1214535 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1214633.875000 Penalty: 4577.566895
	Iteration 19Q: 3 clusters Score -1214634 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1214715.375000 Penalty: 4577.566895
	Iteration 20F: 3 clusters Score -1214715 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1214770.500000 Penalty: 4577.566895
	Iteration 21Q: 3 clusters Score -1214770 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1214807.250000 Penalty: 4577.566895
	Iteration 22Q: 3 clusters Score -1214807 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1214847.875000 Penalty: 4577.566895
	Iteration 23Q: 3 clusters Score -1214848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1214871.750000 Penalty: 4577.566895
	Iteration 24Q: 3 clusters Score -1214872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1214891.250000 Penalty: 4577.566895
	Iteration 25Q: 3 clusters Score -1214891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1214903.875000 Penalty: 4577.566895
	Iteration 26Q: 3 clusters Score -1214904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1214916.375000 Penalty: 4577.566895
	Iteration 27Q: 3 clusters Score -1214916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1214916.375000 Penalty: 4577.566895
	Iteration 28Q: 3 clusters Score -1214916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1214923.500000 Penalty: 4577.566895
	Iteration 29Q: 3 clusters Score -1214924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1214927.625000 Penalty: 4577.566895
	Iteration 30Q: 3 clusters Score -1214928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1214931.125000 Penalty: 4577.566895
	Iteration 31Q: 3 clusters Score -1214931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1214933.875000 Penalty: 4577.566895
	Iteration 32Q: 3 clusters Score -1214934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1214934.500000 Penalty: 4577.566895
	Iteration 33Q: 3 clusters Score -1214934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1214934.375000 Penalty: 4577.566895
	Iteration 34Q: 3 clusters Score -1214934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1214935.000000 Penalty: 4577.566895
	Iteration 35Q: 3 clusters Score -1214935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1214937.125000 Penalty: 4577.566895
	Iteration 36Q: 3 clusters Score -1214937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1214940.000000 Penalty: 4577.566895
	Iteration 37Q: 3 clusters Score -1214940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1214938.000000 Penalty: 4577.566895
	Iteration 38Q: 3 clusters Score -1214938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1214939.875000 Penalty: 4577.566895
	Iteration 39Q: 3 clusters Score -1214940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1214939.750000 Penalty: 4577.566895
	Iteration 40F: 3 clusters Score -1214940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1214938.875000 Penalty: 4577.566895
	Iteration 41Q: 3 clusters Score -1214939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1214939.625000 Penalty: 4577.566895
	Iteration 42Q: 3 clusters Score -1214940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1214939.000000 Penalty: 4577.566895
	Iteration 43Q: 3 clusters Score -1214939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1214938.875000 Penalty: 4577.566895
	Iteration 44Q: 3 clusters Score -1214939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1214937.875000 Penalty: 4577.566895
	Iteration 45Q: 3 clusters Score -1214938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1214939.875000 Penalty: 4577.566895
	Iteration 46Q: 3 clusters Score -1214940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1214938.125000 Penalty: 4577.566895
	Iteration 47Q: 3 clusters Score -1214938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1214939.500000 Penalty: 4577.566895
	Iteration 48Q: 3 clusters Score -1214940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1214941.250000 Penalty: 4577.566895
	Iteration 49Q: 3 clusters Score -1214941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1214941.000000 Penalty: 4577.566895
	Iteration 50Q: 3 clusters Score -1214941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1214943.500000 Penalty: 4577.566895
	Iteration 51Q: 3 clusters Score -1214944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1214941.500000 Penalty: 4577.566895
	Iteration 52Q: 3 clusters Score -1214942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1214943.125000 Penalty: 4577.566895
	Iteration 53Q: 3 clusters Score -1214943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1214943.375000 Penalty: 4577.566895
	Iteration 54Q: 3 clusters Score -1214943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1214942.125000 Penalty: 4577.566895
	Iteration 55Q: 3 clusters Score -1214942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1214943.125000 Penalty: 4577.566895
	Iteration 56Q: 3 clusters Score -1214943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1214943.125000 Penalty: 4577.566895
	Iteration 57F: 3 clusters Score -1214943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Entering Unmasked Estep 
Score: -2100621.250000 Penalty: 2442.009277
	Iteration 0F: 2 clusters Score -2100621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2087329.500000 Penalty: 4884.018555
	Iteration 0F: 3 clusters Score -2087330 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2091815.750000 Penalty: 4884.018555
	Iteration 1F: 3 clusters Score -2091816 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2092385.875000 Penalty: 4884.018555
	Iteration 2F: 3 clusters Score -2092386 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2092969.500000 Penalty: 4884.018555
	Iteration 3F: 3 clusters Score -2092970 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2093607.000000 Penalty: 4884.018555
	Iteration 4F: 3 clusters Score -2093607 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2094231.500000 Penalty: 4884.018555
	Iteration 5F: 3 clusters Score -2094232 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2094789.500000 Penalty: 4884.018555
	Iteration 6F: 3 clusters Score -2094790 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2095322.125000 Penalty: 4884.018555
	Iteration 7Q: 3 clusters Score -2095322 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2095841.000000 Penalty: 4884.018555
	Iteration 8Q: 3 clusters Score -2095841 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2096218.250000 Penalty: 4884.018555
	Iteration 9Q: 3 clusters Score -2096218 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2096530.250000 Penalty: 4884.018555
	Iteration 10Q: 3 clusters Score -2096530 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2096787.875000 Penalty: 4884.018555
	Iteration 11Q: 3 clusters Score -2096788 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2097008.750000 Penalty: 4884.018555
	Iteration 12Q: 3 clusters Score -2097009 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2097196.250000 Penalty: 4884.018555
	Iteration 13Q: 3 clusters Score -2097196 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2097368.500000 Penalty: 4884.018555
	Iteration 14Q: 3 clusters Score -2097368 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2097519.500000 Penalty: 4884.018555
	Iteration 15Q: 3 clusters Score -2097520 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2097670.000000 Penalty: 4884.018555
	Iteration 16Q: 3 clusters Score -2097670 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2097796.250000 Penalty: 4884.018555
	Iteration 17Q: 3 clusters Score -2097796 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2097895.500000 Penalty: 4884.018555
	Iteration 18Q: 3 clusters Score -2097896 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2097995.000000 Penalty: 4884.018555
	Iteration 19Q: 3 clusters Score -2097995 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2098092.500000 Penalty: 4884.018555
	Iteration 20F: 3 clusters Score -2098092 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2098165.500000 Penalty: 4884.018555
	Iteration 21Q: 3 clusters Score -2098166 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2098222.750000 Penalty: 4884.018555
	Iteration 22Q: 3 clusters Score -2098223 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2098275.500000 Penalty: 4884.018555
	Iteration 23Q: 3 clusters Score -2098276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2098330.500000 Penalty: 4884.018555
	Iteration 24Q: 3 clusters Score -2098330 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2098382.000000 Penalty: 4884.018555
	Iteration 25Q: 3 clusters Score -2098382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2098428.500000 Penalty: 4884.018555
	Iteration 26Q: 3 clusters Score -2098428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2098457.750000 Penalty: 4884.018555
	Iteration 27Q: 3 clusters Score -2098458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2098488.500000 Penalty: 4884.018555
	Iteration 28Q: 3 clusters Score -2098488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2098526.000000 Penalty: 4884.018555
	Iteration 29Q: 3 clusters Score -2098526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2098559.000000 Penalty: 4884.018555
	Iteration 30Q: 3 clusters Score -2098559 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2098586.750000 Penalty: 4884.018555
	Iteration 31Q: 3 clusters Score -2098587 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2098597.250000 Penalty: 4884.018555
	Iteration 32Q: 3 clusters Score -2098597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2098621.250000 Penalty: 4884.018555
	Iteration 33Q: 3 clusters Score -2098621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2098639.750000 Penalty: 4884.018555
	Iteration 34Q: 3 clusters Score -2098640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2098647.750000 Penalty: 4884.018555
	Iteration 35Q: 3 clusters Score -2098648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2098661.750000 Penalty: 4884.018555
	Iteration 36Q: 3 clusters Score -2098662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2098664.000000 Penalty: 4884.018555
	Iteration 37Q: 3 clusters Score -2098664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2098667.000000 Penalty: 4884.018555
	Iteration 38Q: 3 clusters Score -2098667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2098680.250000 Penalty: 4884.018555
	Iteration 39Q: 3 clusters Score -2098680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2098688.750000 Penalty: 4884.018555
	Iteration 40F: 3 clusters Score -2098689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2098697.250000 Penalty: 4884.018555
	Iteration 41Q: 3 clusters Score -2098697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2098709.750000 Penalty: 4884.018555
	Iteration 42Q: 3 clusters Score -2098710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2098721.750000 Penalty: 4884.018555
	Iteration 43Q: 3 clusters Score -2098722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2098732.500000 Penalty: 4884.018555
	Iteration 44Q: 3 clusters Score -2098732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2098742.000000 Penalty: 4884.018555
	Iteration 45Q: 3 clusters Score -2098742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2098753.500000 Penalty: 4884.018555
	Iteration 46Q: 3 clusters Score -2098754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2098763.500000 Penalty: 4884.018555
	Iteration 47Q: 3 clusters Score -2098764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2098772.250000 Penalty: 4884.018555
	Iteration 48Q: 3 clusters Score -2098772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2098785.750000 Penalty: 4884.018555
	Iteration 49Q: 3 clusters Score -2098786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2098796.000000 Penalty: 4884.018555
	Iteration 50Q: 3 clusters Score -2098796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2098802.500000 Penalty: 4884.018555
	Iteration 51Q: 3 clusters Score -2098802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2098807.750000 Penalty: 4884.018555
	Iteration 52Q: 3 clusters Score -2098808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2098807.750000 Penalty: 4884.018555
	Iteration 53Q: 3 clusters Score -2098808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2098811.750000 Penalty: 4884.018555
	Iteration 54Q: 3 clusters Score -2098812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2098811.750000 Penalty: 4884.018555
	Iteration 55Q: 3 clusters Score -2098812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2098820.000000 Penalty: 4884.018555
	Iteration 56Q: 3 clusters Score -2098820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2098827.250000 Penalty: 4884.018555
	Iteration 57Q: 3 clusters Score -2098827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2098832.000000 Penalty: 4884.018555
	Iteration 58Q: 3 clusters Score -2098832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2098829.750000 Penalty: 4884.018555
	Iteration 59Q: 3 clusters Score -2098830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2098837.250000 Penalty: 4884.018555
	Iteration 60F: 3 clusters Score -2098837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2098840.500000 Penalty: 4884.018555
	Iteration 61Q: 3 clusters Score -2098840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2098845.500000 Penalty: 4884.018555
	Iteration 62Q: 3 clusters Score -2098846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2098843.000000 Penalty: 4884.018555
	Iteration 63Q: 3 clusters Score -2098843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2098847.750000 Penalty: 4884.018555
	Iteration 64Q: 3 clusters Score -2098848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2098849.000000 Penalty: 4884.018555
	Iteration 65Q: 3 clusters Score -2098849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2098847.000000 Penalty: 4884.018555
	Iteration 66Q: 3 clusters Score -2098847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2098852.500000 Penalty: 4884.018555
	Iteration 67Q: 3 clusters Score -2098852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2098851.000000 Penalty: 4884.018555
	Iteration 68Q: 3 clusters Score -2098851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2098853.000000 Penalty: 4884.018555
	Iteration 69Q: 3 clusters Score -2098853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2098852.750000 Penalty: 4884.018555
	Iteration 70Q: 3 clusters Score -2098853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2098859.750000 Penalty: 4884.018555
	Iteration 71Q: 3 clusters Score -2098860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2098857.000000 Penalty: 4884.018555
	Iteration 72Q: 3 clusters Score -2098857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2098858.000000 Penalty: 4884.018555
	Iteration 73Q: 3 clusters Score -2098858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2098862.250000 Penalty: 4884.018555
	Iteration 74Q: 3 clusters Score -2098862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2098864.500000 Penalty: 4884.018555
	Iteration 75Q: 3 clusters Score -2098864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2098864.750000 Penalty: 4884.018555
	Iteration 76Q: 3 clusters Score -2098865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2098868.500000 Penalty: 4884.018555
	Iteration 77Q: 3 clusters Score -2098868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2098869.750000 Penalty: 4884.018555
	Iteration 78Q: 3 clusters Score -2098870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2098871.750000 Penalty: 4884.018555
	Iteration 79Q: 3 clusters Score -2098872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2098872.500000 Penalty: 4884.018555
	Iteration 80F: 3 clusters Score -2098872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2098872.750000 Penalty: 4884.018555
	Iteration 81Q: 3 clusters Score -2098873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2098872.000000 Penalty: 4884.018555
	Iteration 82Q: 3 clusters Score -2098872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2098877.500000 Penalty: 4884.018555
	Iteration 83Q: 3 clusters Score -2098878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2098881.000000 Penalty: 4884.018555
	Iteration 84Q: 3 clusters Score -2098881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2098880.500000 Penalty: 4884.018555
	Iteration 85Q: 3 clusters Score -2098880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2098880.000000 Penalty: 4884.018555
	Iteration 86Q: 3 clusters Score -2098880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2098880.500000 Penalty: 4884.018555
	Iteration 87Q: 3 clusters Score -2098880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2098880.500000 Penalty: 4884.018555
	Iteration 88Q: 3 clusters Score -2098880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2098880.500000 Penalty: 4884.018555
	Iteration 89F: 3 clusters Score -2098880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Entering Unmasked Estep 
Score: -2074315.125000 Penalty: 2423.698975
	Iteration 0F: 2 clusters Score -2074315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2061817.125000 Penalty: 4847.397949
	Iteration 0F: 3 clusters Score -2061817 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2066013.375000 Penalty: 4847.397949
	Iteration 1F: 3 clusters Score -2066013 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2066517.000000 Penalty: 4847.397949
	Iteration 2F: 3 clusters Score -2066517 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2066998.250000 Penalty: 4847.397949
	Iteration 3F: 3 clusters Score -2066998 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2067474.500000 Penalty: 4847.397949
	Iteration 4F: 3 clusters Score -2067474 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2067966.375000 Penalty: 4847.397949
	Iteration 5F: 3 clusters Score -2067966 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2068541.000000 Penalty: 4847.397949
	Iteration 6F: 3 clusters Score -2068541 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2069194.000000 Penalty: 4847.397949
	Iteration 7F: 3 clusters Score -2069194 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2069921.250000 Penalty: 4847.397949
	Iteration 8F: 3 clusters Score -2069921 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2070722.875000 Penalty: 4847.397949
	Iteration 9F: 3 clusters Score -2070723 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2071630.375000 Penalty: 4847.397949
	Iteration 10Q: 3 clusters Score -2071630 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2072596.500000 Penalty: 4847.397949
	Iteration 11Q: 3 clusters Score -2072596 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2073259.875000 Penalty: 4847.397949
	Iteration 12Q: 3 clusters Score -2073260 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2073525.750000 Penalty: 4847.397949
	Iteration 13Q: 3 clusters Score -2073526 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2073643.250000 Penalty: 4847.397949
	Iteration 14Q: 3 clusters Score -2073643 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2073721.625000 Penalty: 4847.397949
	Iteration 15Q: 3 clusters Score -2073722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2073767.875000 Penalty: 4847.397949
	Iteration 16Q: 3 clusters Score -2073768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2073803.125000 Penalty: 4847.397949
	Iteration 17Q: 3 clusters Score -2073803 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2073826.625000 Penalty: 4847.397949
	Iteration 18Q: 3 clusters Score -2073827 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2073848.500000 Penalty: 4847.397949
	Iteration 19Q: 3 clusters Score -2073848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2073856.250000 Penalty: 4847.397949
	Iteration 20F: 3 clusters Score -2073856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2073866.250000 Penalty: 4847.397949
	Iteration 21Q: 3 clusters Score -2073866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2073877.250000 Penalty: 4847.397949
	Iteration 22Q: 3 clusters Score -2073877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2073884.125000 Penalty: 4847.397949
	Iteration 23Q: 3 clusters Score -2073884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2073891.625000 Penalty: 4847.397949
	Iteration 24Q: 3 clusters Score -2073892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2073895.625000 Penalty: 4847.397949
	Iteration 25Q: 3 clusters Score -2073896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2073898.000000 Penalty: 4847.397949
	Iteration 26Q: 3 clusters Score -2073898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2073900.125000 Penalty: 4847.397949
	Iteration 27Q: 3 clusters Score -2073900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2073899.625000 Penalty: 4847.397949
	Iteration 28Q: 3 clusters Score -2073900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2073903.000000 Penalty: 4847.397949
	Iteration 29Q: 3 clusters Score -2073903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2073904.250000 Penalty: 4847.397949
	Iteration 30Q: 3 clusters Score -2073904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2073913.375000 Penalty: 4847.397949
	Iteration 31Q: 3 clusters Score -2073913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2073911.625000 Penalty: 4847.397949
	Iteration 32Q: 3 clusters Score -2073912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2073910.875000 Penalty: 4847.397949
	Iteration 33Q: 3 clusters Score -2073911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2073915.125000 Penalty: 4847.397949
	Iteration 34Q: 3 clusters Score -2073915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2073918.000000 Penalty: 4847.397949
	Iteration 35Q: 3 clusters Score -2073918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2073916.750000 Penalty: 4847.397949
	Iteration 36Q: 3 clusters Score -2073917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2073918.375000 Penalty: 4847.397949
	Iteration 37Q: 3 clusters Score -2073918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2073920.750000 Penalty: 4847.397949
	Iteration 38Q: 3 clusters Score -2073921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2073923.750000 Penalty: 4847.397949
	Iteration 39Q: 3 clusters Score -2073924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2073917.125000 Penalty: 4847.397949
	Iteration 40F: 3 clusters Score -2073917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2073918.500000 Penalty: 4847.397949
	Iteration 41Q: 3 clusters Score -2073918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2073922.875000 Penalty: 4847.397949
	Iteration 42Q: 3 clusters Score -2073923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2073925.875000 Penalty: 4847.397949
	Iteration 43Q: 3 clusters Score -2073926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2073926.500000 Penalty: 4847.397949
	Iteration 44Q: 3 clusters Score -2073926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2073922.625000 Penalty: 4847.397949
	Iteration 45Q: 3 clusters Score -2073923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2073924.000000 Penalty: 4847.397949
	Iteration 46Q: 3 clusters Score -2073924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2073924.000000 Penalty: 4847.397949
	Iteration 47Q: 3 clusters Score -2073924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2073926.625000 Penalty: 4847.397949
	Iteration 48Q: 3 clusters Score -2073927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2073926.500000 Penalty: 4847.397949
	Iteration 49Q: 3 clusters Score -2073926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2073926.500000 Penalty: 4847.397949
	Iteration 50F: 3 clusters Score -2073926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Entering Unmasked Estep 
Score: -3464359.000000 Penalty: 2565.383301
	Iteration 0F: 2 clusters Score -3464359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3443087.750000 Penalty: 5130.766602
	Iteration 0F: 3 clusters Score -3443088 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3450918.250000 Penalty: 5130.766602
	Iteration 1F: 3 clusters Score -3450918 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3451574.250000 Penalty: 5130.766602
	Iteration 2F: 3 clusters Score -3451574 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3452351.000000 Penalty: 5130.766602
	Iteration 3F: 3 clusters Score -3452351 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3453075.500000 Penalty: 5130.766602
	Iteration 4F: 3 clusters Score -3453076 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3453866.000000 Penalty: 5130.766602
	Iteration 5Q: 3 clusters Score -3453866 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3454694.000000 Penalty: 5130.766602
	Iteration 6F: 3 clusters Score -3454694 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3455519.500000 Penalty: 5130.766602
	Iteration 7F: 3 clusters Score -3455520 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3456240.000000 Penalty: 5130.766602
	Iteration 8Q: 3 clusters Score -3456240 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3456871.250000 Penalty: 5130.766602
	Iteration 9Q: 3 clusters Score -3456871 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3457431.500000 Penalty: 5130.766602
	Iteration 10Q: 3 clusters Score -3457432 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3457870.500000 Penalty: 5130.766602
	Iteration 11Q: 3 clusters Score -3457870 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3458242.250000 Penalty: 5130.766602
	Iteration 12Q: 3 clusters Score -3458242 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3458557.750000 Penalty: 5130.766602
	Iteration 13Q: 3 clusters Score -3458558 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3458771.750000 Penalty: 5130.766602
	Iteration 14Q: 3 clusters Score -3458772 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3458926.250000 Penalty: 5130.766602
	Iteration 15Q: 3 clusters Score -3458926 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3459057.250000 Penalty: 5130.766602
	Iteration 16Q: 3 clusters Score -3459057 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3459179.250000 Penalty: 5130.766602
	Iteration 17Q: 3 clusters Score -3459179 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -3459305.250000 Penalty: 5130.766602
	Iteration 18Q: 3 clusters Score -3459305 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3459435.750000 Penalty: 5130.766602
	Iteration 19Q: 3 clusters Score -3459436 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -3459584.250000 Penalty: 5130.766602
	Iteration 20F: 3 clusters Score -3459584 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3459729.250000 Penalty: 5130.766602
	Iteration 21Q: 3 clusters Score -3459729 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3459886.750000 Penalty: 5130.766602
	Iteration 22Q: 3 clusters Score -3459887 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3460054.500000 Penalty: 5130.766602
	Iteration 23Q: 3 clusters Score -3460054 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3460241.250000 Penalty: 5130.766602
	Iteration 24Q: 3 clusters Score -3460241 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -3460429.000000 Penalty: 5130.766602
	Iteration 25Q: 3 clusters Score -3460429 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3460589.250000 Penalty: 5130.766602
	Iteration 26Q: 3 clusters Score -3460589 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3460787.750000 Penalty: 5130.766602
	Iteration 27Q: 3 clusters Score -3460788 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3460991.500000 Penalty: 5130.766602
	Iteration 28Q: 3 clusters Score -3460992 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3461159.000000 Penalty: 5130.766602
	Iteration 29Q: 3 clusters Score -3461159 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3461370.000000 Penalty: 5130.766602
	Iteration 30Q: 3 clusters Score -3461370 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -3461568.500000 Penalty: 5130.766602
	Iteration 31Q: 3 clusters Score -3461568 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3461733.000000 Penalty: 5130.766602
	Iteration 32Q: 3 clusters Score -3461733 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3461904.250000 Penalty: 5130.766602
	Iteration 33Q: 3 clusters Score -3461904 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3462078.750000 Penalty: 5130.766602
	Iteration 34Q: 3 clusters Score -3462079 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3462213.750000 Penalty: 5130.766602
	Iteration 35Q: 3 clusters Score -3462214 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3462367.000000 Penalty: 5130.766602
	Iteration 36Q: 3 clusters Score -3462367 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3462554.250000 Penalty: 5130.766602
	Iteration 37Q: 3 clusters Score -3462554 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3462734.250000 Penalty: 5130.766602
	Iteration 38Q: 3 clusters Score -3462734 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -3462878.000000 Penalty: 5130.766602
	Iteration 39Q: 3 clusters Score -3462878 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3462994.250000 Penalty: 5130.766602
	Iteration 40F: 3 clusters Score -3462994 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3463076.250000 Penalty: 5130.766602
	Iteration 41Q: 3 clusters Score -3463076 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3463114.250000 Penalty: 5130.766602
	Iteration 42Q: 3 clusters Score -3463114 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3463144.500000 Penalty: 5130.766602
	Iteration 43Q: 3 clusters Score -3463144 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3463170.750000 Penalty: 5130.766602
	Iteration 44Q: 3 clusters Score -3463171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3463199.000000 Penalty: 5130.766602
	Iteration 45Q: 3 clusters Score -3463199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3463198.500000 Penalty: 5130.766602
	Iteration 46Q: 3 clusters Score -3463198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3463202.000000 Penalty: 5130.766602
	Iteration 47Q: 3 clusters Score -3463202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3463217.750000 Penalty: 5130.766602
	Iteration 48Q: 3 clusters Score -3463218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3463219.000000 Penalty: 5130.766602
	Iteration 49Q: 3 clusters Score -3463219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3463221.000000 Penalty: 5130.766602
	Iteration 50Q: 3 clusters Score -3463221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3463227.750000 Penalty: 5130.766602
	Iteration 51Q: 3 clusters Score -3463228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3463227.000000 Penalty: 5130.766602
	Iteration 52Q: 3 clusters Score -3463227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3463229.250000 Penalty: 5130.766602
	Iteration 53Q: 3 clusters Score -3463229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3463242.500000 Penalty: 5130.766602
	Iteration 54Q: 3 clusters Score -3463242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3463241.250000 Penalty: 5130.766602
	Iteration 55Q: 3 clusters Score -3463241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3463240.750000 Penalty: 5130.766602
	Iteration 56Q: 3 clusters Score -3463241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3463237.250000 Penalty: 5130.766602
	Iteration 57Q: 3 clusters Score -3463237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3463242.000000 Penalty: 5130.766602
	Iteration 58Q: 3 clusters Score -3463242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3463244.000000 Penalty: 5130.766602
	Iteration 59Q: 3 clusters Score -3463244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3463244.000000 Penalty: 5130.766602
	Iteration 60F: 3 clusters Score -3463244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -890235.375000 Penalty: 2215.548828
	Iteration 0F: 2 clusters Score -890235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -884089.812500 Penalty: 4431.097656
	Iteration 0F: 3 clusters Score -884089.8 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -885640.937500 Penalty: 4431.097656
	Iteration 1F: 3 clusters Score -885640.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -885880.437500 Penalty: 4431.097656
	Iteration 2F: 3 clusters Score -885880.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -886056.062500 Penalty: 4431.097656
	Iteration 3Q: 3 clusters Score -886056.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -886218.125000 Penalty: 4431.097656
	Iteration 4Q: 3 clusters Score -886218.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -886367.500000 Penalty: 4431.097656
	Iteration 5Q: 3 clusters Score -886367.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -886550.750000 Penalty: 4431.097656
	Iteration 6Q: 3 clusters Score -886550.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -886735.125000 Penalty: 4431.097656
	Iteration 7Q: 3 clusters Score -886735.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -886937.312500 Penalty: 4431.097656
	Iteration 8Q: 3 clusters Score -886937.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -887170.750000 Penalty: 4431.097656
	Iteration 9Q: 3 clusters Score -887170.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -887441.187500 Penalty: 4431.097656
	Iteration 10Q: 3 clusters Score -887441.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -887764.000000 Penalty: 4431.097656
	Iteration 11Q: 3 clusters Score -887764 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -888136.062500 Penalty: 4431.097656
	Iteration 12Q: 3 clusters Score -888136.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -888502.875000 Penalty: 4431.097656
	Iteration 13Q: 3 clusters Score -888502.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -888780.625000 Penalty: 4431.097656
	Iteration 14Q: 3 clusters Score -888780.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -888963.937500 Penalty: 4431.097656
	Iteration 15Q: 3 clusters Score -888963.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -889080.062500 Penalty: 4431.097656
	Iteration 16Q: 3 clusters Score -889080.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -889147.187500 Penalty: 4431.097656
	Iteration 17Q: 3 clusters Score -889147.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -889193.437500 Penalty: 4431.097656
	Iteration 18Q: 3 clusters Score -889193.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -889232.437500 Penalty: 4431.097656
	Iteration 19Q: 3 clusters Score -889232.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -889266.625000 Penalty: 4431.097656
	Iteration 20F: 3 clusters Score -889266.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -889291.062500 Penalty: 4431.097656
	Iteration 21Q: 3 clusters Score -889291.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -889310.625000 Penalty: 4431.097656
	Iteration 22Q: 3 clusters Score -889310.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -889336.250000 Penalty: 4431.097656
	Iteration 23Q: 3 clusters Score -889336.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -889365.812500 Penalty: 4431.097656
	Iteration 24Q: 3 clusters Score -889365.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -889403.875000 Penalty: 4431.097656
	Iteration 25Q: 3 clusters Score -889403.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -889462.500000 Penalty: 4431.097656
	Iteration 26Q: 3 clusters Score -889462.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -889545.937500 Penalty: 4431.097656
	Iteration 27Q: 3 clusters Score -889545.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -889668.125000 Penalty: 4431.097656
	Iteration 28Q: 3 clusters Score -889668.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -889777.937500 Penalty: 4431.097656
	Iteration 29Q: 3 clusters Score -889777.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -889824.687500 Penalty: 4431.097656
	Iteration 30Q: 3 clusters Score -889824.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -889841.250000 Penalty: 4431.097656
	Iteration 31Q: 3 clusters Score -889841.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -889846.187500 Penalty: 4431.097656
	Iteration 32Q: 3 clusters Score -889846.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -889851.625000 Penalty: 4431.097656
	Iteration 33Q: 3 clusters Score -889851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -889853.500000 Penalty: 4431.097656
	Iteration 34Q: 3 clusters Score -889853.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -889853.812500 Penalty: 4431.097656
	Iteration 35Q: 3 clusters Score -889853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -889853.812500 Penalty: 4431.097656
	Iteration 36F: 3 clusters Score -889853.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Entering Unmasked Estep 
Score: -332279.593750 Penalty: 1969.705811
	Iteration 0F: 2 clusters Score -332279.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -329123.875000 Penalty: 3939.411621
	Iteration 0F: 3 clusters Score -329123.9 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -329829.781250 Penalty: 3939.411621
	Iteration 1F: 3 clusters Score -329829.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -330048.968750 Penalty: 3939.411621
	Iteration 2F: 3 clusters Score -330049 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -330207.281250 Penalty: 3939.411621
	Iteration 3F: 3 clusters Score -330207.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -330314.437500 Penalty: 3939.411621
	Iteration 4Q: 3 clusters Score -330314.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -330391.812500 Penalty: 3939.411621
	Iteration 5Q: 3 clusters Score -330391.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -330440.187500 Penalty: 3939.411621
	Iteration 6Q: 3 clusters Score -330440.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -330469.125000 Penalty: 3939.411621
	Iteration 7Q: 3 clusters Score -330469.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -330488.625000 Penalty: 3939.411621
	Iteration 8Q: 3 clusters Score -330488.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -330509.375000 Penalty: 3939.411621
	Iteration 9Q: 3 clusters Score -330509.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -330528.031250 Penalty: 3939.411621
	Iteration 10Q: 3 clusters Score -330528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -330546.125000 Penalty: 3939.411621
	Iteration 11Q: 3 clusters Score -330546.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -330559.031250 Penalty: 3939.411621
	Iteration 12Q: 3 clusters Score -330559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -330571.562500 Penalty: 3939.411621
	Iteration 13Q: 3 clusters Score -330571.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -330578.343750 Penalty: 3939.411621
	Iteration 14Q: 3 clusters Score -330578.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -330584.781250 Penalty: 3939.411621
	Iteration 15Q: 3 clusters Score -330584.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -330590.968750 Penalty: 3939.411621
	Iteration 16Q: 3 clusters Score -330591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -330595.781250 Penalty: 3939.411621
	Iteration 17Q: 3 clusters Score -330595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -330597.625000 Penalty: 3939.411621
	Iteration 18Q: 3 clusters Score -330597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -330599.375000 Penalty: 3939.411621
	Iteration 19Q: 3 clusters Score -330599.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -330601.000000 Penalty: 3939.411621
	Iteration 20F: 3 clusters Score -330601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -330603.718750 Penalty: 3939.411621
	Iteration 21Q: 3 clusters Score -330603.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -330605.468750 Penalty: 3939.411621
	Iteration 22Q: 3 clusters Score -330605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -330606.406250 Penalty: 3939.411621
	Iteration 23Q: 3 clusters Score -330606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -330608.375000 Penalty: 3939.411621
	Iteration 24Q: 3 clusters Score -330608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -330608.468750 Penalty: 3939.411621
	Iteration 25Q: 3 clusters Score -330608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -330608.468750 Penalty: 3939.411621
	Iteration 26F: 3 clusters Score -330608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Entering Unmasked Estep 
Score: -1862969.500000 Penalty: 2389.225342
	Iteration 0F: 2 clusters Score -1862970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1851926.750000 Penalty: 4778.450684
	Iteration 0F: 3 clusters Score -1851927 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1855364.250000 Penalty: 4778.450684
	Iteration 1F: 3 clusters Score -1855364 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1855732.000000 Penalty: 4778.450684
	Iteration 2F: 3 clusters Score -1855732 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1856032.125000 Penalty: 4778.450684
	Iteration 3Q: 3 clusters Score -1856032 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1856391.750000 Penalty: 4778.450684
	Iteration 4Q: 3 clusters Score -1856392 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1856833.500000 Penalty: 4778.450684
	Iteration 5Q: 3 clusters Score -1856834 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1857332.125000 Penalty: 4778.450684
	Iteration 6Q: 3 clusters Score -1857332 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1857911.500000 Penalty: 4778.450684
	Iteration 7F: 3 clusters Score -1857912 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1858536.000000 Penalty: 4778.450684
	Iteration 8F: 3 clusters Score -1858536 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1859186.875000 Penalty: 4778.450684
	Iteration 9F: 3 clusters Score -1859187 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1859763.000000 Penalty: 4778.450684
	Iteration 10F: 3 clusters Score -1859763 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1860209.875000 Penalty: 4778.450684
	Iteration 11Q: 3 clusters Score -1860210 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1860526.375000 Penalty: 4778.450684
	Iteration 12Q: 3 clusters Score -1860526 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1860750.875000 Penalty: 4778.450684
	Iteration 13Q: 3 clusters Score -1860751 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1860920.250000 Penalty: 4778.450684
	Iteration 14Q: 3 clusters Score -1860920 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1861042.000000 Penalty: 4778.450684
	Iteration 15Q: 3 clusters Score -1861042 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1861127.625000 Penalty: 4778.450684
	Iteration 16Q: 3 clusters Score -1861128 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1861198.625000 Penalty: 4778.450684
	Iteration 17Q: 3 clusters Score -1861199 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1861272.500000 Penalty: 4778.450684
	Iteration 18Q: 3 clusters Score -1861272 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1861336.500000 Penalty: 4778.450684
	Iteration 19Q: 3 clusters Score -1861336 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1861403.875000 Penalty: 4778.450684
	Iteration 20F: 3 clusters Score -1861404 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1861447.500000 Penalty: 4778.450684
	Iteration 21Q: 3 clusters Score -1861448 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1861478.375000 Penalty: 4778.450684
	Iteration 22Q: 3 clusters Score -1861478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1861500.875000 Penalty: 4778.450684
	Iteration 23Q: 3 clusters Score -1861501 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1861534.750000 Penalty: 4778.450684
	Iteration 24Q: 3 clusters Score -1861535 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1861561.250000 Penalty: 4778.450684
	Iteration 25Q: 3 clusters Score -1861561 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1861583.375000 Penalty: 4778.450684
	Iteration 26Q: 3 clusters Score -1861583 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1861607.000000 Penalty: 4778.450684
	Iteration 27Q: 3 clusters Score -1861607 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1861618.000000 Penalty: 4778.450684
	Iteration 28Q: 3 clusters Score -1861618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1861627.875000 Penalty: 4778.450684
	Iteration 29Q: 3 clusters Score -1861628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1861637.000000 Penalty: 4778.450684
	Iteration 30Q: 3 clusters Score -1861637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1861645.625000 Penalty: 4778.450684
	Iteration 31Q: 3 clusters Score -1861646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1861648.750000 Penalty: 4778.450684
	Iteration 32Q: 3 clusters Score -1861649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1861654.875000 Penalty: 4778.450684
	Iteration 33Q: 3 clusters Score -1861655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1861661.750000 Penalty: 4778.450684
	Iteration 34Q: 3 clusters Score -1861662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1861669.000000 Penalty: 4778.450684
	Iteration 35Q: 3 clusters Score -1861669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1861671.000000 Penalty: 4778.450684
	Iteration 36Q: 3 clusters Score -1861671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1861678.625000 Penalty: 4778.450684
	Iteration 37Q: 3 clusters Score -1861679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1861686.375000 Penalty: 4778.450684
	Iteration 38Q: 3 clusters Score -1861686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1861686.000000 Penalty: 4778.450684
	Iteration 39Q: 3 clusters Score -1861686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1861698.375000 Penalty: 4778.450684
	Iteration 40F: 3 clusters Score -1861698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1861703.750000 Penalty: 4778.450684
	Iteration 41Q: 3 clusters Score -1861704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1861708.500000 Penalty: 4778.450684
	Iteration 42Q: 3 clusters Score -1861708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1861709.000000 Penalty: 4778.450684
	Iteration 43Q: 3 clusters Score -1861709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1861716.125000 Penalty: 4778.450684
	Iteration 44Q: 3 clusters Score -1861716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1861727.500000 Penalty: 4778.450684
	Iteration 45Q: 3 clusters Score -1861728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1861734.375000 Penalty: 4778.450684
	Iteration 46Q: 3 clusters Score -1861734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1861748.375000 Penalty: 4778.450684
	Iteration 47Q: 3 clusters Score -1861748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1861758.500000 Penalty: 4778.450684
	Iteration 48Q: 3 clusters Score -1861758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1861759.750000 Penalty: 4778.450684
	Iteration 49Q: 3 clusters Score -1861760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1861771.500000 Penalty: 4778.450684
	Iteration 50Q: 3 clusters Score -1861772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1861772.500000 Penalty: 4778.450684
	Iteration 51Q: 3 clusters Score -1861772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1861779.125000 Penalty: 4778.450684
	Iteration 52Q: 3 clusters Score -1861779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1861779.750000 Penalty: 4778.450684
	Iteration 53Q: 3 clusters Score -1861780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1861783.000000 Penalty: 4778.450684
	Iteration 54Q: 3 clusters Score -1861783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1861784.125000 Penalty: 4778.450684
	Iteration 55Q: 3 clusters Score -1861784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1861787.000000 Penalty: 4778.450684
	Iteration 56Q: 3 clusters Score -1861787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1861785.000000 Penalty: 4778.450684
	Iteration 57Q: 3 clusters Score -1861785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1861782.500000 Penalty: 4778.450684
	Iteration 58Q: 3 clusters Score -1861782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1861782.000000 Penalty: 4778.450684
	Iteration 59Q: 3 clusters Score -1861782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1861788.625000 Penalty: 4778.450684
	Iteration 60F: 3 clusters Score -1861789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1861793.250000 Penalty: 4778.450684
	Iteration 61Q: 3 clusters Score -1861793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1861792.250000 Penalty: 4778.450684
	Iteration 62Q: 3 clusters Score -1861792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1861792.250000 Penalty: 4778.450684
	Iteration 63Q: 3 clusters Score -1861792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1861794.875000 Penalty: 4778.450684
	Iteration 64Q: 3 clusters Score -1861795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1861794.875000 Penalty: 4778.450684
	Iteration 65Q: 3 clusters Score -1861795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1861793.875000 Penalty: 4778.450684
	Iteration 66Q: 3 clusters Score -1861794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1861794.125000 Penalty: 4778.450684
	Iteration 67Q: 3 clusters Score -1861794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1861795.500000 Penalty: 4778.450684
	Iteration 68Q: 3 clusters Score -1861796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1861796.625000 Penalty: 4778.450684
	Iteration 69Q: 3 clusters Score -1861797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1861798.625000 Penalty: 4778.450684
	Iteration 70Q: 3 clusters Score -1861799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1861798.875000 Penalty: 4778.450684
	Iteration 71Q: 3 clusters Score -1861799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1861798.875000 Penalty: 4778.450684
	Iteration 72F: 3 clusters Score -1861799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Entering Unmasked Estep 
Score: -786510.812500 Penalty: 2178.282227
	Iteration 0F: 2 clusters Score -786510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -781086.812500 Penalty: 4356.564453
	Iteration 0F: 3 clusters Score -781086.8 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -782648.875000 Penalty: 4356.564453
	Iteration 1F: 3 clusters Score -782648.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -783039.125000 Penalty: 4356.564453
	Iteration 2F: 3 clusters Score -783039.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -783437.437500 Penalty: 4356.564453
	Iteration 3F: 3 clusters Score -783437.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -783865.000000 Penalty: 4356.564453
	Iteration 4F: 3 clusters Score -783865 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -784348.000000 Penalty: 4356.564453
	Iteration 5F: 3 clusters Score -784348 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -784774.750000 Penalty: 4356.564453
	Iteration 6F: 3 clusters Score -784774.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -785141.812500 Penalty: 4356.564453
	Iteration 7F: 3 clusters Score -785141.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -785502.875000 Penalty: 4356.564453
	Iteration 8Q: 3 clusters Score -785502.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -785749.187500 Penalty: 4356.564453
	Iteration 9Q: 3 clusters Score -785749.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -785831.062500 Penalty: 4356.564453
	Iteration 10Q: 3 clusters Score -785831.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -785871.625000 Penalty: 4356.564453
	Iteration 11Q: 3 clusters Score -785871.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -785900.000000 Penalty: 4356.564453
	Iteration 12Q: 3 clusters Score -785900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -785918.437500 Penalty: 4356.564453
	Iteration 13Q: 3 clusters Score -785918.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -785930.687500 Penalty: 4356.564453
	Iteration 14Q: 3 clusters Score -785930.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -785946.250000 Penalty: 4356.564453
	Iteration 15Q: 3 clusters Score -785946.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -785960.562500 Penalty: 4356.564453
	Iteration 16Q: 3 clusters Score -785960.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -785971.375000 Penalty: 4356.564453
	Iteration 17Q: 3 clusters Score -785971.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -785981.250000 Penalty: 4356.564453
	Iteration 18Q: 3 clusters Score -785981.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -785989.937500 Penalty: 4356.564453
	Iteration 19Q: 3 clusters Score -785989.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -785996.812500 Penalty: 4356.564453
	Iteration 20F: 3 clusters Score -785996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -786005.000000 Penalty: 4356.564453
	Iteration 21Q: 3 clusters Score -786005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -786012.625000 Penalty: 4356.564453
	Iteration 22Q: 3 clusters Score -786012.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -786021.437500 Penalty: 4356.564453
	Iteration 23Q: 3 clusters Score -786021.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -786030.937500 Penalty: 4356.564453
	Iteration 24Q: 3 clusters Score -786030.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -786038.812500 Penalty: 4356.564453
	Iteration 25Q: 3 clusters Score -786038.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -786050.062500 Penalty: 4356.564453
	Iteration 26Q: 3 clusters Score -786050.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -786058.312500 Penalty: 4356.564453
	Iteration 27Q: 3 clusters Score -786058.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -786065.250000 Penalty: 4356.564453
	Iteration 28Q: 3 clusters Score -786065.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -786072.062500 Penalty: 4356.564453
	Iteration 29Q: 3 clusters Score -786072.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -786076.375000 Penalty: 4356.564453
	Iteration 30Q: 3 clusters Score -786076.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -786086.000000 Penalty: 4356.564453
	Iteration 31Q: 3 clusters Score -786086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -786094.937500 Penalty: 4356.564453
	Iteration 32Q: 3 clusters Score -786094.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -786103.562500 Penalty: 4356.564453
	Iteration 33Q: 3 clusters Score -786103.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -786113.687500 Penalty: 4356.564453
	Iteration 34Q: 3 clusters Score -786113.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -786120.375000 Penalty: 4356.564453
	Iteration 35Q: 3 clusters Score -786120.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -786125.500000 Penalty: 4356.564453
	Iteration 36Q: 3 clusters Score -786125.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -786135.062500 Penalty: 4356.564453
	Iteration 37Q: 3 clusters Score -786135.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -786146.375000 Penalty: 4356.564453
	Iteration 38Q: 3 clusters Score -786146.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -786154.937500 Penalty: 4356.564453
	Iteration 39Q: 3 clusters Score -786154.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -786161.937500 Penalty: 4356.564453
	Iteration 40F: 3 clusters Score -786161.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -786169.500000 Penalty: 4356.564453
	Iteration 41Q: 3 clusters Score -786169.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -786178.250000 Penalty: 4356.564453
	Iteration 42Q: 3 clusters Score -786178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -786185.062500 Penalty: 4356.564453
	Iteration 43Q: 3 clusters Score -786185.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -786194.250000 Penalty: 4356.564453
	Iteration 44Q: 3 clusters Score -786194.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -786205.562500 Penalty: 4356.564453
	Iteration 45Q: 3 clusters Score -786205.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -786220.875000 Penalty: 4356.564453
	Iteration 46Q: 3 clusters Score -786220.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -786235.625000 Penalty: 4356.564453
	Iteration 47Q: 3 clusters Score -786235.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -786244.437500 Penalty: 4356.564453
	Iteration 48Q: 3 clusters Score -786244.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -786260.625000 Penalty: 4356.564453
	Iteration 49Q: 3 clusters Score -786260.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -786263.062500 Penalty: 4356.564453
	Iteration 50Q: 3 clusters Score -786263.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -786268.375000 Penalty: 4356.564453
	Iteration 51Q: 3 clusters Score -786268.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -786270.500000 Penalty: 4356.564453
	Iteration 52Q: 3 clusters Score -786270.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -786276.375000 Penalty: 4356.564453
	Iteration 53Q: 3 clusters Score -786276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -786278.750000 Penalty: 4356.564453
	Iteration 54Q: 3 clusters Score -786278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -786281.937500 Penalty: 4356.564453
	Iteration 55Q: 3 clusters Score -786281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -786281.125000 Penalty: 4356.564453
	Iteration 56Q: 3 clusters Score -786281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -786281.125000 Penalty: 4356.564453
	Iteration 57F: 3 clusters Score -786281.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -226196.625000 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -226196.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223612.296875 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -223612.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -224057.281250 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -224057.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -224275.562500 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -224275.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -224430.500000 Penalty: 3749.800049
	Iteration 3F: 3 clusters Score -224430.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -224537.156250 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -224537.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224620.000000 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -224620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -224724.531250 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -224724.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -224825.062500 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -224825.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -224918.859375 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -224918.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -224987.531250 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -224987.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -225038.281250 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -225038.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -225069.843750 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -225069.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -225093.125000 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -225093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -225102.109375 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -225102.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -225107.421875 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -225107.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -225111.187500 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -225111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -225116.343750 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -225116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -225118.765625 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -225118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -225123.921875 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -225123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -225128.265625 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -225128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -225129.218750 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -225129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -225131.140625 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -225131.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -225133.218750 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -225133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -225133.218750 Penalty: 3749.800049
	Iteration 23F: 3 clusters Score -225133.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Entering Unmasked Estep 
Score: -1486675.750000 Penalty: 2336.369385
	Iteration 0F: 2 clusters Score -1486676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1477508.875000 Penalty: 4672.738770
	Iteration 0F: 3 clusters Score -1477509 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1480531.750000 Penalty: 4672.738770
	Iteration 1F: 3 clusters Score -1480532 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1481095.000000 Penalty: 4672.738770
	Iteration 2F: 3 clusters Score -1481095 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1481696.125000 Penalty: 4672.738770
	Iteration 3F: 3 clusters Score -1481696 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1482233.875000 Penalty: 4672.738770
	Iteration 4F: 3 clusters Score -1482234 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1482787.750000 Penalty: 4672.738770
	Iteration 5F: 3 clusters Score -1482788 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1483297.375000 Penalty: 4672.738770
	Iteration 6F: 3 clusters Score -1483297 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1483782.250000 Penalty: 4672.738770
	Iteration 7F: 3 clusters Score -1483782 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1484218.375000 Penalty: 4672.738770
	Iteration 8F: 3 clusters Score -1484218 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1484636.125000 Penalty: 4672.738770
	Iteration 9Q: 3 clusters Score -1484636 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1485039.500000 Penalty: 4672.738770
	Iteration 10Q: 3 clusters Score -1485040 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1485409.375000 Penalty: 4672.738770
	Iteration 11Q: 3 clusters Score -1485409 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1485693.875000 Penalty: 4672.738770
	Iteration 12Q: 3 clusters Score -1485694 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1485892.000000 Penalty: 4672.738770
	Iteration 13Q: 3 clusters Score -1485892 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1486026.375000 Penalty: 4672.738770
	Iteration 14Q: 3 clusters Score -1486026 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1486097.000000 Penalty: 4672.738770
	Iteration 15Q: 3 clusters Score -1486097 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1486142.000000 Penalty: 4672.738770
	Iteration 16Q: 3 clusters Score -1486142 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1486183.375000 Penalty: 4672.738770
	Iteration 17Q: 3 clusters Score -1486183 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1486217.125000 Penalty: 4672.738770
	Iteration 18Q: 3 clusters Score -1486217 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1486234.750000 Penalty: 4672.738770
	Iteration 19Q: 3 clusters Score -1486235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1486244.375000 Penalty: 4672.738770
	Iteration 20F: 3 clusters Score -1486244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1486253.500000 Penalty: 4672.738770
	Iteration 21Q: 3 clusters Score -1486254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1486260.000000 Penalty: 4672.738770
	Iteration 22Q: 3 clusters Score -1486260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1486267.250000 Penalty: 4672.738770
	Iteration 23Q: 3 clusters Score -1486267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1486271.375000 Penalty: 4672.738770
	Iteration 24Q: 3 clusters Score -1486271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1486271.750000 Penalty: 4672.738770
	Iteration 25Q: 3 clusters Score -1486272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1486275.625000 Penalty: 4672.738770
	Iteration 26Q: 3 clusters Score -1486276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1486276.250000 Penalty: 4672.738770
	Iteration 27Q: 3 clusters Score -1486276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1486277.125000 Penalty: 4672.738770
	Iteration 28Q: 3 clusters Score -1486277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1486273.500000 Penalty: 4672.738770
	Iteration 29Q: 3 clusters Score -1486274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1486274.750000 Penalty: 4672.738770
	Iteration 30Q: 3 clusters Score -1486275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1486274.875000 Penalty: 4672.738770
	Iteration 31Q: 3 clusters Score -1486275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1486274.375000 Penalty: 4672.738770
	Iteration 32Q: 3 clusters Score -1486274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1486274.375000 Penalty: 4672.738770
	Iteration 33F: 3 clusters Score -1486274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -791390.000000 Penalty: 2182.091553
	Iteration 0F: 2 clusters Score -791390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -785882.500000 Penalty: 4364.183105
	Iteration 0F: 3 clusters Score -785882.5 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -787358.875000 Penalty: 4364.183105
	Iteration 1F: 3 clusters Score -787358.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -787736.750000 Penalty: 4364.183105
	Iteration 2F: 3 clusters Score -787736.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -788121.250000 Penalty: 4364.183105
	Iteration 3F: 3 clusters Score -788121.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -788516.937500 Penalty: 4364.183105
	Iteration 4F: 3 clusters Score -788516.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -788860.437500 Penalty: 4364.183105
	Iteration 5F: 3 clusters Score -788860.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -789173.062500 Penalty: 4364.183105
	Iteration 6F: 3 clusters Score -789173.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -789393.500000 Penalty: 4364.183105
	Iteration 7Q: 3 clusters Score -789393.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -789553.125000 Penalty: 4364.183105
	Iteration 8Q: 3 clusters Score -789553.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -789635.187500 Penalty: 4364.183105
	Iteration 9Q: 3 clusters Score -789635.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -789697.937500 Penalty: 4364.183105
	Iteration 10Q: 3 clusters Score -789697.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -789748.687500 Penalty: 4364.183105
	Iteration 11Q: 3 clusters Score -789748.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -789785.125000 Penalty: 4364.183105
	Iteration 12Q: 3 clusters Score -789785.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -789806.250000 Penalty: 4364.183105
	Iteration 13Q: 3 clusters Score -789806.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -789825.250000 Penalty: 4364.183105
	Iteration 14Q: 3 clusters Score -789825.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -789837.875000 Penalty: 4364.183105
	Iteration 15Q: 3 clusters Score -789837.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -789847.562500 Penalty: 4364.183105
	Iteration 16Q: 3 clusters Score -789847.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -789851.250000 Penalty: 4364.183105
	Iteration 17Q: 3 clusters Score -789851.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -789859.750000 Penalty: 4364.183105
	Iteration 18Q: 3 clusters Score -789859.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -789862.437500 Penalty: 4364.183105
	Iteration 19Q: 3 clusters Score -789862.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -789865.125000 Penalty: 4364.183105
	Iteration 20F: 3 clusters Score -789865.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -789870.250000 Penalty: 4364.183105
	Iteration 21Q: 3 clusters Score -789870.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -789875.812500 Penalty: 4364.183105
	Iteration 22Q: 3 clusters Score -789875.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -789878.812500 Penalty: 4364.183105
	Iteration 23Q: 3 clusters Score -789878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -789885.062500 Penalty: 4364.183105
	Iteration 24Q: 3 clusters Score -789885.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -789887.062500 Penalty: 4364.183105
	Iteration 25Q: 3 clusters Score -789887.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -789889.312500 Penalty: 4364.183105
	Iteration 26Q: 3 clusters Score -789889.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -789891.187500 Penalty: 4364.183105
	Iteration 27Q: 3 clusters Score -789891.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -789893.625000 Penalty: 4364.183105
	Iteration 28Q: 3 clusters Score -789893.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -789895.062500 Penalty: 4364.183105
	Iteration 29Q: 3 clusters Score -789895.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -789897.500000 Penalty: 4364.183105
	Iteration 30Q: 3 clusters Score -789897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -789899.125000 Penalty: 4364.183105
	Iteration 31Q: 3 clusters Score -789899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -789901.812500 Penalty: 4364.183105
	Iteration 32Q: 3 clusters Score -789901.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -789901.375000 Penalty: 4364.183105
	Iteration 33Q: 3 clusters Score -789901.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -789903.937500 Penalty: 4364.183105
	Iteration 34Q: 3 clusters Score -789903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -789907.875000 Penalty: 4364.183105
	Iteration 35Q: 3 clusters Score -789907.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -789911.687500 Penalty: 4364.183105
	Iteration 36Q: 3 clusters Score -789911.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -789915.625000 Penalty: 4364.183105
	Iteration 37Q: 3 clusters Score -789915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -789918.625000 Penalty: 4364.183105
	Iteration 38Q: 3 clusters Score -789918.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -789921.000000 Penalty: 4364.183105
	Iteration 39Q: 3 clusters Score -789921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -789923.250000 Penalty: 4364.183105
	Iteration 40F: 3 clusters Score -789923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -789924.750000 Penalty: 4364.183105
	Iteration 41Q: 3 clusters Score -789924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -789926.812500 Penalty: 4364.183105
	Iteration 42Q: 3 clusters Score -789926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -789927.062500 Penalty: 4364.183105
	Iteration 43Q: 3 clusters Score -789927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -789929.625000 Penalty: 4364.183105
	Iteration 44Q: 3 clusters Score -789929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -789932.062500 Penalty: 4364.183105
	Iteration 45Q: 3 clusters Score -789932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -789931.500000 Penalty: 4364.183105
	Iteration 46Q: 3 clusters Score -789931.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -789931.687500 Penalty: 4364.183105
	Iteration 47Q: 3 clusters Score -789931.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -789932.125000 Penalty: 4364.183105
	Iteration 48Q: 3 clusters Score -789932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -789933.375000 Penalty: 4364.183105
	Iteration 49Q: 3 clusters Score -789933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -789933.750000 Penalty: 4364.183105
	Iteration 50Q: 3 clusters Score -789933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -789935.625000 Penalty: 4364.183105
	Iteration 51Q: 3 clusters Score -789935.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -789935.937500 Penalty: 4364.183105
	Iteration 52Q: 3 clusters Score -789935.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -789935.937500 Penalty: 4364.183105
	Iteration 53F: 3 clusters Score -789935.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 13615 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 7386 members 
Mstep: Class 6 contains 20860 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 4641 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 12 contains 14801 members 
Mstep: Class 13 contains 12178 members 
Mstep: Class 14 contains 13669 members 
Mstep: Class 15 contains 6154 members 
Mstep: Class 16 contains 9008 members 
Mstep: Class 17 contains 9706 members 
Mstep: Class 18 contains 12111 members 
Mstep: Class 19 contains 10188 members 
Mstep: Class 20 contains 18898 members 
Mstep: Class 21 contains 17553 members 
Mstep: Class 22 contains 31079 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 15275 members 
Mstep: Class 26 contains 6525 members 
Mstep: Class 27 contains 1920 members 
Mstep: Class 28 contains 12343 members 
Mstep: Class 29 contains 6626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718404.000000 Penalty: 91193.664062
Iteration 79Q: 30 clusters Score -3.57184e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 13617 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 7356 members 
Mstep: Class 6 contains 20852 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 7428 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 12463 members 
Mstep: Class 12 contains 14804 members 
Mstep: Class 13 contains 12184 members 
Mstep: Class 14 contains 13659 members 
Mstep: Class 15 contains 6156 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 9703 members 
Mstep: Class 18 contains 12114 members 
Mstep: Class 19 contains 10185 members 
Mstep: Class 20 contains 18903 members 
Mstep: Class 21 contains 17601 members 
Mstep: Class 22 contains 31072 members 
Mstep: Class 23 contains 7585 members 
Mstep: Class 24 contains 2813 members 
Mstep: Class 25 contains 15276 members 
Mstep: Class 26 contains 6529 members 
Mstep: Class 27 contains 1915 members 
Mstep: Class 28 contains 12348 members 
Mstep: Class 29 contains 6626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718500.000000 Penalty: 91193.664062
Iteration 80F: 30 clusters Score -3.57185e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13619 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 7330 members 
Mstep: Class 6 contains 20846 members 
Mstep: Class 7 contains 19086 members 
Mstep: Class 8 contains 7428 members 
Mstep: Class 9 contains 4644 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 12463 members 
Mstep: Class 12 contains 14805 members 
Mstep: Class 13 contains 12196 members 
Mstep: Class 14 contains 13644 members 
Mstep: Class 15 contains 6156 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9698 members 
Mstep: Class 18 contains 12117 members 
Mstep: Class 19 contains 10186 members 
Mstep: Class 20 contains 18909 members 
Mstep: Class 21 contains 17640 members 
Mstep: Class 22 contains 31063 members 
Mstep: Class 23 contains 7591 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15274 members 
Mstep: Class 26 contains 6534 members 
Mstep: Class 27 contains 1910 members 
Mstep: Class 28 contains 12347 members 
Mstep: Class 29 contains 6626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718436.000000 Penalty: 91193.664062
Iteration 81Q: 30 clusters Score -3.571844e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 14982 members 
Mstep: Class 5 contains 7297 members 
Mstep: Class 6 contains 20837 members 
Mstep: Class 7 contains 19080 members 
Mstep: Class 8 contains 7423 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 12465 members 
Mstep: Class 12 contains 14805 members 
Mstep: Class 13 contains 12200 members 
Mstep: Class 14 contains 13622 members 
Mstep: Class 15 contains 6164 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9695 members 
Mstep: Class 18 contains 12119 members 
Mstep: Class 19 contains 10184 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 17690 members 
Mstep: Class 22 contains 31065 members 
Mstep: Class 23 contains 7596 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15272 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 1905 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 6626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718500.000000 Penalty: 91193.664062
Iteration 82Q: 30 clusters Score -3.57185e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13626 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 7268 members 
Mstep: Class 6 contains 20829 members 
Mstep: Class 7 contains 19063 members 
Mstep: Class 8 contains 7423 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12463 members 
Mstep: Class 12 contains 14807 members 
Mstep: Class 13 contains 12201 members 
Mstep: Class 14 contains 13609 members 
Mstep: Class 15 contains 6172 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9693 members 
Mstep: Class 18 contains 12121 members 
Mstep: Class 19 contains 10186 members 
Mstep: Class 20 contains 18912 members 
Mstep: Class 21 contains 17741 members 
Mstep: Class 22 contains 31063 members 
Mstep: Class 23 contains 7600 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 1899 members 
Mstep: Class 28 contains 12345 members 
Mstep: Class 29 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718564.000000 Penalty: 91193.664062
Iteration 83Q: 30 clusters Score -3.571856e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 14980 members 
Mstep: Class 5 contains 7251 members 
Mstep: Class 6 contains 20822 members 
Mstep: Class 7 contains 19056 members 
Mstep: Class 8 contains 7422 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 12 contains 14809 members 
Mstep: Class 13 contains 12219 members 
Mstep: Class 14 contains 13590 members 
Mstep: Class 15 contains 6173 members 
Mstep: Class 16 contains 9006 members 
Mstep: Class 17 contains 9691 members 
Mstep: Class 18 contains 12125 members 
Mstep: Class 19 contains 10184 members 
Mstep: Class 20 contains 18912 members 
Mstep: Class 21 contains 17774 members 
Mstep: Class 22 contains 31058 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15269 members 
Mstep: Class 26 contains 6556 members 
Mstep: Class 27 contains 1891 members 
Mstep: Class 28 contains 12346 members 
Mstep: Class 29 contains 6624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718556.000000 Penalty: 91193.664062
Iteration 84Q: 30 clusters Score -3.571856e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13623 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7243 members 
Mstep: Class 6 contains 20817 members 
Mstep: Class 7 contains 19050 members 
Mstep: Class 8 contains 7425 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 12460 members 
Mstep: Class 12 contains 14811 members 
Mstep: Class 13 contains 12221 members 
Mstep: Class 14 contains 13586 members 
Mstep: Class 15 contains 6175 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9688 members 
Mstep: Class 18 contains 12125 members 
Mstep: Class 19 contains 10179 members 
Mstep: Class 20 contains 18915 members 
Mstep: Class 21 contains 17804 members 
Mstep: Class 22 contains 31048 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 1885 members 
Mstep: Class 28 contains 12349 members 
Mstep: Class 29 contains 6623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718520.000000 Penalty: 91193.664062
Iteration 85Q: 30 clusters Score -3.571852e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 6 contains 20810 members 
Mstep: Class 7 contains 19041 members 
Mstep: Class 8 contains 7425 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 14812 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 13577 members 
Mstep: Class 15 contains 6171 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9686 members 
Mstep: Class 18 contains 12128 members 
Mstep: Class 19 contains 10175 members 
Mstep: Class 20 contains 18917 members 
Mstep: Class 21 contains 17830 members 
Mstep: Class 22 contains 31048 members 
Mstep: Class 23 contains 7617 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 6563 members 
Mstep: Class 27 contains 1878 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718436.000000 Penalty: 91193.664062
Iteration 86Q: 30 clusters Score -3.571844e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13624 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 6 contains 20808 members 
Mstep: Class 7 contains 19033 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 12 contains 14813 members 
Mstep: Class 13 contains 12236 members 
Mstep: Class 14 contains 13567 members 
Mstep: Class 15 contains 6168 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9682 members 
Mstep: Class 18 contains 12129 members 
Mstep: Class 19 contains 10175 members 
Mstep: Class 20 contains 18920 members 
Mstep: Class 21 contains 17845 members 
Mstep: Class 22 contains 31048 members 
Mstep: Class 23 contains 7621 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15270 members 
Mstep: Class 26 contains 6564 members 
Mstep: Class 27 contains 1876 members 
Mstep: Class 28 contains 12349 members 
Mstep: Class 29 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718472.000000 Penalty: 91193.664062
Iteration 87Q: 30 clusters Score -3.571847e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13626 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7228 members 
Mstep: Class 6 contains 20806 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 14814 members 
Mstep: Class 13 contains 12245 members 
Mstep: Class 14 contains 13555 members 
Mstep: Class 15 contains 6169 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9679 members 
Mstep: Class 18 contains 12130 members 
Mstep: Class 19 contains 10173 members 
Mstep: Class 20 contains 18922 members 
Mstep: Class 21 contains 17865 members 
Mstep: Class 22 contains 31049 members 
Mstep: Class 23 contains 7623 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15268 members 
Mstep: Class 26 contains 6567 members 
Mstep: Class 27 contains 1871 members 
Mstep: Class 28 contains 12349 members 
Mstep: Class 29 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718528.000000 Penalty: 91193.664062
Iteration 88Q: 30 clusters Score -3.571853e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13627 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7221 members 
Mstep: Class 6 contains 20802 members 
Mstep: Class 7 contains 19020 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 12 contains 14816 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 13542 members 
Mstep: Class 15 contains 6171 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9679 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 10171 members 
Mstep: Class 20 contains 18919 members 
Mstep: Class 21 contains 17881 members 
Mstep: Class 22 contains 31050 members 
Mstep: Class 23 contains 7626 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15267 members 
Mstep: Class 26 contains 6568 members 
Mstep: Class 27 contains 1865 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718512.000000 Penalty: 91193.664062
Iteration 89Q: 30 clusters Score -3.571851e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13627 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7213 members 
Mstep: Class 6 contains 20800 members 
Mstep: Class 7 contains 19017 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 12 contains 14819 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 13540 members 
Mstep: Class 15 contains 6172 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9678 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 10169 members 
Mstep: Class 20 contains 18915 members 
Mstep: Class 21 contains 17893 members 
Mstep: Class 22 contains 31045 members 
Mstep: Class 23 contains 7629 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15264 members 
Mstep: Class 26 contains 6568 members 
Mstep: Class 27 contains 1863 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718552.000000 Penalty: 91193.664062
Iteration 90Q: 30 clusters Score -3.571855e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 13628 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 20798 members 
Mstep: Class 7 contains 19011 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 12 contains 14818 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 13534 members 
Mstep: Class 15 contains 6176 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9681 members 
Mstep: Class 18 contains 12147 members 
Mstep: Class 19 contains 10170 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 17906 members 
Mstep: Class 22 contains 31043 members 
Mstep: Class 23 contains 7631 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15261 members 
Mstep: Class 26 contains 6569 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718552.000000 Penalty: 91193.664062
Iteration 91Q: 30 clusters Score -3.571855e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13629 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7204 members 
Mstep: Class 6 contains 20796 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 12460 members 
Mstep: Class 12 contains 14821 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 13528 members 
Mstep: Class 15 contains 6176 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9681 members 
Mstep: Class 18 contains 12148 members 
Mstep: Class 19 contains 10168 members 
Mstep: Class 20 contains 18911 members 
Mstep: Class 21 contains 17911 members 
Mstep: Class 22 contains 31046 members 
Mstep: Class 23 contains 7630 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15258 members 
Mstep: Class 26 contains 6571 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718572.000000 Penalty: 91193.664062
Iteration 92Q: 30 clusters Score -3.571857e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13630 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7200 members 
Mstep: Class 6 contains 20792 members 
Mstep: Class 7 contains 18996 members 
Mstep: Class 8 contains 7430 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 12462 members 
Mstep: Class 12 contains 14825 members 
Mstep: Class 13 contains 12262 members 
Mstep: Class 14 contains 13524 members 
Mstep: Class 15 contains 6176 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9680 members 
Mstep: Class 18 contains 12149 members 
Mstep: Class 19 contains 10169 members 
Mstep: Class 20 contains 18911 members 
Mstep: Class 21 contains 17922 members 
Mstep: Class 22 contains 31048 members 
Mstep: Class 23 contains 7629 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15256 members 
Mstep: Class 26 contains 6573 members 
Mstep: Class 27 contains 1860 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 6618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718540.000000 Penalty: 91193.664062
Iteration 93Q: 30 clusters Score -3.571854e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13631 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7199 members 
Mstep: Class 6 contains 20790 members 
Mstep: Class 7 contains 18998 members 
Mstep: Class 8 contains 7428 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 12464 members 
Mstep: Class 12 contains 14826 members 
Mstep: Class 13 contains 12262 members 
Mstep: Class 14 contains 13517 members 
Mstep: Class 15 contains 6182 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9681 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 10170 members 
Mstep: Class 20 contains 18912 members 
Mstep: Class 21 contains 17925 members 
Mstep: Class 22 contains 31045 members 
Mstep: Class 23 contains 7629 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15254 members 
Mstep: Class 26 contains 6574 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 6617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718528.000000 Penalty: 91193.664062
Iteration 94Q: 30 clusters Score -3.571853e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13632 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7196 members 
Mstep: Class 6 contains 20788 members 
Mstep: Class 7 contains 18995 members 
Mstep: Class 8 contains 7426 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 12468 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 13514 members 
Mstep: Class 15 contains 6184 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9681 members 
Mstep: Class 18 contains 12149 members 
Mstep: Class 19 contains 10171 members 
Mstep: Class 20 contains 18913 members 
Mstep: Class 21 contains 17933 members 
Mstep: Class 22 contains 31043 members 
Mstep: Class 23 contains 7628 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15254 members 
Mstep: Class 26 contains 6574 members 
Mstep: Class 27 contains 1859 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718472.000000 Penalty: 91193.664062
Iteration 95Q: 30 clusters Score -3.571847e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13633 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7195 members 
Mstep: Class 6 contains 20785 members 
Mstep: Class 7 contains 18989 members 
Mstep: Class 8 contains 7425 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 12472 members 
Mstep: Class 12 contains 14829 members 
Mstep: Class 13 contains 12259 members 
Mstep: Class 14 contains 13514 members 
Mstep: Class 15 contains 6186 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9678 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 10170 members 
Mstep: Class 20 contains 18914 members 
Mstep: Class 21 contains 17940 members 
Mstep: Class 22 contains 31043 members 
Mstep: Class 23 contains 7628 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 6576 members 
Mstep: Class 27 contains 1857 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718504.000000 Penalty: 91193.664062
Iteration 96Q: 30 clusters Score -3.57185e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13637 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 7193 members 
Mstep: Class 6 contains 20781 members 
Mstep: Class 7 contains 18989 members 
Mstep: Class 8 contains 7424 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 12471 members 
Mstep: Class 12 contains 14830 members 
Mstep: Class 13 contains 12255 members 
Mstep: Class 14 contains 13512 members 
Mstep: Class 15 contains 6185 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9678 members 
Mstep: Class 18 contains 12151 members 
Mstep: Class 19 contains 10169 members 
Mstep: Class 20 contains 18913 members 
Mstep: Class 21 contains 17947 members 
Mstep: Class 22 contains 31046 members 
Mstep: Class 23 contains 7627 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718576.000000 Penalty: 91193.664062
Iteration 97Q: 30 clusters Score -3.571858e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13641 members 
Mstep: Class 4 contains 14984 members 
Mstep: Class 5 contains 7192 members 
Mstep: Class 6 contains 20776 members 
Mstep: Class 7 contains 18982 members 
Mstep: Class 8 contains 7424 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 12473 members 
Mstep: Class 12 contains 14830 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 13507 members 
Mstep: Class 15 contains 6178 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9678 members 
Mstep: Class 18 contains 12152 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 18913 members 
Mstep: Class 21 contains 17958 members 
Mstep: Class 22 contains 31052 members 
Mstep: Class 23 contains 7627 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 12354 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718580.000000 Penalty: 91193.664062
Iteration 98Q: 30 clusters Score -3.571858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13642 members 
Mstep: Class 4 contains 14984 members 
Mstep: Class 5 contains 7189 members 
Mstep: Class 6 contains 20775 members 
Mstep: Class 7 contains 18978 members 
Mstep: Class 8 contains 7425 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 12471 members 
Mstep: Class 12 contains 14833 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 13505 members 
Mstep: Class 15 contains 6180 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9678 members 
Mstep: Class 18 contains 12153 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 18914 members 
Mstep: Class 21 contains 17970 members 
Mstep: Class 22 contains 31050 members 
Mstep: Class 23 contains 7626 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 6581 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718512.000000 Penalty: 91193.664062
Iteration 99Q: 30 clusters Score -3.571851e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13641 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 7183 members 
Mstep: Class 6 contains 20775 members 
Mstep: Class 7 contains 18973 members 
Mstep: Class 8 contains 7425 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 12471 members 
Mstep: Class 12 contains 14834 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 13505 members 
Mstep: Class 15 contains 6181 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9679 members 
Mstep: Class 18 contains 12154 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 18913 members 
Mstep: Class 21 contains 17981 members 
Mstep: Class 22 contains 31049 members 
Mstep: Class 23 contains 7625 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 1855 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718504.000000 Penalty: 91193.664062
Iteration 100F: 30 clusters Score -3.57185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13644 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 7177 members 
Mstep: Class 6 contains 20773 members 
Mstep: Class 7 contains 18973 members 
Mstep: Class 8 contains 7424 members 
Mstep: Class 9 contains 4646 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 12474 members 
Mstep: Class 12 contains 14834 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 13503 members 
Mstep: Class 15 contains 6184 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9678 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 18911 members 
Mstep: Class 21 contains 17987 members 
Mstep: Class 22 contains 31048 members 
Mstep: Class 23 contains 7626 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718516.000000 Penalty: 91193.664062
Iteration 101Q: 30 clusters Score -3.571852e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13649 members 
Mstep: Class 4 contains 14985 members 
Mstep: Class 5 contains 7175 members 
Mstep: Class 6 contains 20771 members 
Mstep: Class 7 contains 18973 members 
Mstep: Class 8 contains 7423 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 12477 members 
Mstep: Class 12 contains 14834 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 14 contains 13500 members 
Mstep: Class 15 contains 6182 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9678 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 18912 members 
Mstep: Class 21 contains 17988 members 
Mstep: Class 22 contains 31046 members 
Mstep: Class 23 contains 7627 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15253 members 
Mstep: Class 26 contains 6585 members 
Mstep: Class 27 contains 1854 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718556.000000 Penalty: 91193.664062
Iteration 102Q: 30 clusters Score -3.571856e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13657 members 
Mstep: Class 4 contains 14986 members 
Mstep: Class 5 contains 7168 members 
Mstep: Class 6 contains 20765 members 
Mstep: Class 7 contains 18971 members 
Mstep: Class 8 contains 7423 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 12479 members 
Mstep: Class 12 contains 14833 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 13497 members 
Mstep: Class 15 contains 6185 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9676 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 18912 members 
Mstep: Class 21 contains 17999 members 
Mstep: Class 22 contains 31044 members 
Mstep: Class 23 contains 7628 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15252 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 1851 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718532.000000 Penalty: 91193.664062
Iteration 103Q: 30 clusters Score -3.571853e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13659 members 
Mstep: Class 4 contains 14986 members 
Mstep: Class 5 contains 7161 members 
Mstep: Class 6 contains 20757 members 
Mstep: Class 7 contains 18964 members 
Mstep: Class 8 contains 7421 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 12482 members 
Mstep: Class 12 contains 14833 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 13496 members 
Mstep: Class 15 contains 6190 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9676 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 18916 members 
Mstep: Class 21 contains 18012 members 
Mstep: Class 22 contains 31042 members 
Mstep: Class 23 contains 7632 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 6585 members 
Mstep: Class 27 contains 1849 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718556.000000 Penalty: 91193.664062
Iteration 104Q: 30 clusters Score -3.571856e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13660 members 
Mstep: Class 4 contains 14986 members 
Mstep: Class 5 contains 7154 members 
Mstep: Class 6 contains 20758 members 
Mstep: Class 7 contains 18960 members 
Mstep: Class 8 contains 7419 members 
Mstep: Class 9 contains 4647 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 12485 members 
Mstep: Class 12 contains 14834 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 13493 members 
Mstep: Class 15 contains 6191 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9676 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 18916 members 
Mstep: Class 21 contains 18026 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7633 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15249 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 1844 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718560.000000 Penalty: 91193.664062
Iteration 105Q: 30 clusters Score -3.571856e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13661 members 
Mstep: Class 4 contains 14986 members 
Mstep: Class 5 contains 7147 members 
Mstep: Class 6 contains 20758 members 
Mstep: Class 7 contains 18954 members 
Mstep: Class 8 contains 7414 members 
Mstep: Class 9 contains 4649 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 12487 members 
Mstep: Class 12 contains 14834 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 13494 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9677 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 18911 members 
Mstep: Class 21 contains 18049 members 
Mstep: Class 22 contains 31037 members 
Mstep: Class 23 contains 7632 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15249 members 
Mstep: Class 26 contains 6585 members 
Mstep: Class 27 contains 1835 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718524.000000 Penalty: 91193.664062
Iteration 106Q: 30 clusters Score -3.571852e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13660 members 
Mstep: Class 4 contains 14986 members 
Mstep: Class 5 contains 7143 members 
Mstep: Class 6 contains 20758 members 
Mstep: Class 7 contains 18950 members 
Mstep: Class 8 contains 7410 members 
Mstep: Class 9 contains 4652 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 12491 members 
Mstep: Class 12 contains 14832 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 13492 members 
Mstep: Class 15 contains 6202 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9677 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 18909 members 
Mstep: Class 21 contains 18063 members 
Mstep: Class 22 contains 31040 members 
Mstep: Class 23 contains 7632 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15248 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 1828 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718576.000000 Penalty: 91193.664062
Iteration 107Q: 30 clusters Score -3.571858e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13658 members 
Mstep: Class 4 contains 14986 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 6 contains 20758 members 
Mstep: Class 7 contains 18945 members 
Mstep: Class 8 contains 7399 members 
Mstep: Class 9 contains 4656 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 12500 members 
Mstep: Class 12 contains 14831 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9676 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10166 members 
Mstep: Class 20 contains 18905 members 
Mstep: Class 21 contains 18081 members 
Mstep: Class 22 contains 31040 members 
Mstep: Class 23 contains 7636 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15248 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 1823 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718588.000000 Penalty: 91193.664062
Iteration 108Q: 30 clusters Score -3.571859e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13660 members 
Mstep: Class 4 contains 14986 members 
Mstep: Class 5 contains 7135 members 
Mstep: Class 6 contains 20756 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 8 contains 7391 members 
Mstep: Class 9 contains 4658 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 12504 members 
Mstep: Class 12 contains 14833 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 13487 members 
Mstep: Class 15 contains 6199 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9673 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 18907 members 
Mstep: Class 21 contains 18096 members 
Mstep: Class 22 contains 31042 members 
Mstep: Class 23 contains 7639 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15248 members 
Mstep: Class 26 contains 6585 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718576.000000 Penalty: 91193.664062
Iteration 109Q: 30 clusters Score -3.571858e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13661 members 
Mstep: Class 4 contains 14987 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 20752 members 
Mstep: Class 7 contains 18928 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 12511 members 
Mstep: Class 12 contains 14831 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 6196 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 9671 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 18118 members 
Mstep: Class 22 contains 31040 members 
Mstep: Class 23 contains 7640 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15249 members 
Mstep: Class 26 contains 6585 members 
Mstep: Class 27 contains 1820 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718616.000000 Penalty: 91193.664062
Iteration 110Q: 30 clusters Score -3.571862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13662 members 
Mstep: Class 4 contains 14987 members 
Mstep: Class 5 contains 7115 members 
Mstep: Class 6 contains 20750 members 
Mstep: Class 7 contains 18922 members 
Mstep: Class 8 contains 7383 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12515 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12250 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 6202 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9668 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 18138 members 
Mstep: Class 22 contains 31038 members 
Mstep: Class 23 contains 7641 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 6585 members 
Mstep: Class 27 contains 1814 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718700.000000 Penalty: 91193.664062
Iteration 111Q: 30 clusters Score -3.57187e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13666 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7102 members 
Mstep: Class 6 contains 20746 members 
Mstep: Class 7 contains 18913 members 
Mstep: Class 8 contains 7383 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12517 members 
Mstep: Class 12 contains 14829 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9667 members 
Mstep: Class 18 contains 12155 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 18161 members 
Mstep: Class 22 contains 31033 members 
Mstep: Class 23 contains 7642 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 6586 members 
Mstep: Class 27 contains 1807 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718640.000000 Penalty: 91193.664062
Iteration 112Q: 30 clusters Score -3.571864e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13666 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7096 members 
Mstep: Class 6 contains 20744 members 
Mstep: Class 7 contains 18912 members 
Mstep: Class 8 contains 7378 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12520 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6206 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9667 members 
Mstep: Class 18 contains 12156 members 
Mstep: Class 19 contains 10166 members 
Mstep: Class 20 contains 18911 members 
Mstep: Class 21 contains 18180 members 
Mstep: Class 22 contains 31029 members 
Mstep: Class 23 contains 7642 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 1801 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718600.000000 Penalty: 91193.664062
Iteration 113Q: 30 clusters Score -3.57186e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5392 members 
Mstep: Class 3 contains 13666 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7092 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18912 members 
Mstep: Class 8 contains 7374 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12526 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6203 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9665 members 
Mstep: Class 18 contains 12157 members 
Mstep: Class 19 contains 10166 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 18193 members 
Mstep: Class 22 contains 31025 members 
Mstep: Class 23 contains 7643 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 1797 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718596.000000 Penalty: 91193.664062
Iteration 114Q: 30 clusters Score -3.57186e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7084 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18909 members 
Mstep: Class 8 contains 7367 members 
Mstep: Class 9 contains 4659 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12533 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 13491 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9665 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 10166 members 
Mstep: Class 20 contains 18911 members 
Mstep: Class 21 contains 18201 members 
Mstep: Class 22 contains 31023 members 
Mstep: Class 23 contains 7643 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 1797 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718624.000000 Penalty: 91193.664062
Iteration 115Q: 30 clusters Score -3.571862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7078 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18905 members 
Mstep: Class 8 contains 7364 members 
Mstep: Class 9 contains 4660 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12535 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 13492 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9665 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 10166 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 18206 members 
Mstep: Class 22 contains 31025 members 
Mstep: Class 23 contains 7643 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718628.000000 Penalty: 91193.664062
Iteration 116Q: 30 clusters Score -3.571863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7072 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18903 members 
Mstep: Class 8 contains 7354 members 
Mstep: Class 9 contains 4661 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12543 members 
Mstep: Class 12 contains 14828 members 
Mstep: Class 13 contains 12253 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 6207 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9665 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 10166 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 18211 members 
Mstep: Class 22 contains 31027 members 
Mstep: Class 23 contains 7644 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718644.000000 Penalty: 91193.664062
Iteration 117Q: 30 clusters Score -3.571864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7067 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 7348 members 
Mstep: Class 9 contains 4661 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12548 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12254 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 10166 members 
Mstep: Class 20 contains 18909 members 
Mstep: Class 21 contains 18219 members 
Mstep: Class 22 contains 31028 members 
Mstep: Class 23 contains 7644 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15250 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718592.000000 Penalty: 91193.664062
Iteration 118Q: 30 clusters Score -3.571859e+07 nChanged 25
Entering ConstructFrom: 
Score: -35718592.000000 Penalty: 91193.664062
Entering ConstructFrom: 
Trying to split cluster 1 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -310037.437500 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -310037.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -306881.812500 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -306881.8 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -307586.687500 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -307586.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -307781.156250 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -307781.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -307910.000000 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -307910 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -308006.656250 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -308006.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -308110.593750 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -308110.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -308205.312500 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -308205.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -308316.750000 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -308316.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -308471.875000 Penalty: 3948.839600
	Iteration 8Q: 3 clusters Score -308471.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -308634.812500 Penalty: 3948.839600
	Iteration 9Q: 3 clusters Score -308634.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -308806.187500 Penalty: 3948.839600
	Iteration 10Q: 3 clusters Score -308806.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -308971.812500 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -308971.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -309095.750000 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -309095.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -309187.218750 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -309187.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -309242.781250 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -309242.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -309272.906250 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -309272.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -309303.468750 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -309303.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -309337.656250 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -309337.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309357.187500 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -309357.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -309371.312500 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -309371.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309396.687500 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -309396.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -309427.062500 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -309427.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309436.562500 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -309436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -309438.937500 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -309438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309442.343750 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -309442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -309443.718750 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -309443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -309444.812500 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -309444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -309445.750000 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -309445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -309447.562500 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -309447.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -309449.781250 Penalty: 3948.839600
	Iteration 29Q: 3 clusters Score -309449.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -309449.781250 Penalty: 3948.839600
	Iteration 30F: 3 clusters Score -309449.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Entering Unmasked Estep 
Score: -648258.687500 Penalty: 2130.936523
	Iteration 0F: 2 clusters Score -648258.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -643515.750000 Penalty: 4261.873047
	Iteration 0F: 3 clusters Score -643515.8 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -644874.562500 Penalty: 4261.873047
	Iteration 1F: 3 clusters Score -644874.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -645379.312500 Penalty: 4261.873047
	Iteration 2F: 3 clusters Score -645379.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -645801.437500 Penalty: 4261.873047
	Iteration 3F: 3 clusters Score -645801.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -646156.312500 Penalty: 4261.873047
	Iteration 4F: 3 clusters Score -646156.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -646417.000000 Penalty: 4261.873047
	Iteration 5F: 3 clusters Score -646417 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -646602.625000 Penalty: 4261.873047
	Iteration 6Q: 3 clusters Score -646602.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -646711.750000 Penalty: 4261.873047
	Iteration 7Q: 3 clusters Score -646711.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -646759.062500 Penalty: 4261.873047
	Iteration 8Q: 3 clusters Score -646759.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -646779.687500 Penalty: 4261.873047
	Iteration 9Q: 3 clusters Score -646779.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -646794.125000 Penalty: 4261.873047
	Iteration 10Q: 3 clusters Score -646794.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -646801.812500 Penalty: 4261.873047
	Iteration 11Q: 3 clusters Score -646801.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -646804.000000 Penalty: 4261.873047
	Iteration 12Q: 3 clusters Score -646804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -646807.625000 Penalty: 4261.873047
	Iteration 13Q: 3 clusters Score -646807.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -646811.000000 Penalty: 4261.873047
	Iteration 14Q: 3 clusters Score -646811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -646812.250000 Penalty: 4261.873047
	Iteration 15Q: 3 clusters Score -646812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -646814.187500 Penalty: 4261.873047
	Iteration 16Q: 3 clusters Score -646814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -646816.375000 Penalty: 4261.873047
	Iteration 17Q: 3 clusters Score -646816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -646817.812500 Penalty: 4261.873047
	Iteration 18Q: 3 clusters Score -646817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -646817.687500 Penalty: 4261.873047
	Iteration 19Q: 3 clusters Score -646817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -646819.562500 Penalty: 4261.873047
	Iteration 20F: 3 clusters Score -646819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -646821.750000 Penalty: 4261.873047
	Iteration 21Q: 3 clusters Score -646821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -646821.187500 Penalty: 4261.873047
	Iteration 22Q: 3 clusters Score -646821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -646821.187500 Penalty: 4261.873047
	Iteration 23F: 3 clusters Score -646821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Entering Unmasked Estep 
Score: -1647800.875000 Penalty: 2361.639404
	Iteration 0F: 2 clusters Score -1647801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1637812.875000 Penalty: 4723.278809
	Iteration 0F: 3 clusters Score -1637813 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1640954.750000 Penalty: 4723.278809
	Iteration 1F: 3 clusters Score -1640955 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1641309.625000 Penalty: 4723.278809
	Iteration 2F: 3 clusters Score -1641310 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1641585.125000 Penalty: 4723.278809
	Iteration 3Q: 3 clusters Score -1641585 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1641853.875000 Penalty: 4723.278809
	Iteration 4Q: 3 clusters Score -1641854 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1642146.500000 Penalty: 4723.278809
	Iteration 5Q: 3 clusters Score -1642146 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1642522.125000 Penalty: 4723.278809
	Iteration 6Q: 3 clusters Score -1642522 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1642964.375000 Penalty: 4723.278809
	Iteration 7Q: 3 clusters Score -1642964 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1643481.125000 Penalty: 4723.278809
	Iteration 8F: 3 clusters Score -1643481 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1644034.500000 Penalty: 4723.278809
	Iteration 9F: 3 clusters Score -1644034 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1644549.000000 Penalty: 4723.278809
	Iteration 10Q: 3 clusters Score -1644549 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1644993.500000 Penalty: 4723.278809
	Iteration 11Q: 3 clusters Score -1644994 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1645269.250000 Penalty: 4723.278809
	Iteration 12Q: 3 clusters Score -1645269 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1645461.375000 Penalty: 4723.278809
	Iteration 13Q: 3 clusters Score -1645461 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1645569.375000 Penalty: 4723.278809
	Iteration 14Q: 3 clusters Score -1645569 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1645632.250000 Penalty: 4723.278809
	Iteration 15Q: 3 clusters Score -1645632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1645670.875000 Penalty: 4723.278809
	Iteration 16Q: 3 clusters Score -1645671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1645698.500000 Penalty: 4723.278809
	Iteration 17Q: 3 clusters Score -1645698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1645709.375000 Penalty: 4723.278809
	Iteration 18Q: 3 clusters Score -1645709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1645718.250000 Penalty: 4723.278809
	Iteration 19Q: 3 clusters Score -1645718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1645725.000000 Penalty: 4723.278809
	Iteration 20F: 3 clusters Score -1645725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1645728.250000 Penalty: 4723.278809
	Iteration 21Q: 3 clusters Score -1645728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1645732.125000 Penalty: 4723.278809
	Iteration 22Q: 3 clusters Score -1645732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1645734.750000 Penalty: 4723.278809
	Iteration 23Q: 3 clusters Score -1645735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1645740.625000 Penalty: 4723.278809
	Iteration 24Q: 3 clusters Score -1645741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1645744.000000 Penalty: 4723.278809
	Iteration 25Q: 3 clusters Score -1645744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1645750.125000 Penalty: 4723.278809
	Iteration 26Q: 3 clusters Score -1645750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1645753.125000 Penalty: 4723.278809
	Iteration 27Q: 3 clusters Score -1645753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1645754.875000 Penalty: 4723.278809
	Iteration 28Q: 3 clusters Score -1645755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1645754.875000 Penalty: 4723.278809
	Iteration 29F: 3 clusters Score -1645755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Entering Unmasked Estep 
Score: -1810195.375000 Penalty: 2384.521484
	Iteration 0F: 2 clusters Score -1810195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1799288.375000 Penalty: 4769.042969
	Iteration 0F: 3 clusters Score -1799288 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1802969.625000 Penalty: 4769.042969
	Iteration 1F: 3 clusters Score -1802970 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1803810.000000 Penalty: 4769.042969
	Iteration 2F: 3 clusters Score -1803810 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1804696.375000 Penalty: 4769.042969
	Iteration 3F: 3 clusters Score -1804696 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1805547.375000 Penalty: 4769.042969
	Iteration 4F: 3 clusters Score -1805547 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1806277.375000 Penalty: 4769.042969
	Iteration 5F: 3 clusters Score -1806277 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1806898.125000 Penalty: 4769.042969
	Iteration 6F: 3 clusters Score -1806898 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1807483.125000 Penalty: 4769.042969
	Iteration 7F: 3 clusters Score -1807483 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1807963.875000 Penalty: 4769.042969
	Iteration 8Q: 3 clusters Score -1807964 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1808380.125000 Penalty: 4769.042969
	Iteration 9Q: 3 clusters Score -1808380 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1808747.625000 Penalty: 4769.042969
	Iteration 10Q: 3 clusters Score -1808748 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1809057.500000 Penalty: 4769.042969
	Iteration 11Q: 3 clusters Score -1809058 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1809304.875000 Penalty: 4769.042969
	Iteration 12Q: 3 clusters Score -1809305 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1809456.875000 Penalty: 4769.042969
	Iteration 13Q: 3 clusters Score -1809457 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1809533.750000 Penalty: 4769.042969
	Iteration 14Q: 3 clusters Score -1809534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1809585.750000 Penalty: 4769.042969
	Iteration 15Q: 3 clusters Score -1809586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1809622.125000 Penalty: 4769.042969
	Iteration 16Q: 3 clusters Score -1809622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1809632.375000 Penalty: 4769.042969
	Iteration 17Q: 3 clusters Score -1809632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1809644.500000 Penalty: 4769.042969
	Iteration 18Q: 3 clusters Score -1809644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -1809655.750000 Penalty: 4769.042969
	Iteration 19Q: 3 clusters Score -1809656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1809666.250000 Penalty: 4769.042969
	Iteration 20F: 3 clusters Score -1809666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1809668.875000 Penalty: 4769.042969
	Iteration 21Q: 3 clusters Score -1809669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1809672.625000 Penalty: 4769.042969
	Iteration 22Q: 3 clusters Score -1809673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1809677.375000 Penalty: 4769.042969
	Iteration 23Q: 3 clusters Score -1809677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1809678.000000 Penalty: 4769.042969
	Iteration 24Q: 3 clusters Score -1809678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1809678.875000 Penalty: 4769.042969
	Iteration 25Q: 3 clusters Score -1809679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1809680.625000 Penalty: 4769.042969
	Iteration 26Q: 3 clusters Score -1809681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1809680.375000 Penalty: 4769.042969
	Iteration 27Q: 3 clusters Score -1809680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1809684.000000 Penalty: 4769.042969
	Iteration 28Q: 3 clusters Score -1809684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1809684.625000 Penalty: 4769.042969
	Iteration 29Q: 3 clusters Score -1809685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1809682.375000 Penalty: 4769.042969
	Iteration 30Q: 3 clusters Score -1809682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1809682.375000 Penalty: 4769.042969
	Iteration 31F: 3 clusters Score -1809682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Entering Unmasked Estep 
Score: -824186.812500 Penalty: 2197.825684
	Iteration 0F: 2 clusters Score -824186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -818470.687500 Penalty: 4395.651367
	Iteration 0F: 3 clusters Score -818470.7 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -820227.687500 Penalty: 4395.651367
	Iteration 1F: 3 clusters Score -820227.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -821059.437500 Penalty: 4395.651367
	Iteration 2F: 3 clusters Score -821059.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -821743.437500 Penalty: 4395.651367
	Iteration 3F: 3 clusters Score -821743.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -822279.125000 Penalty: 4395.651367
	Iteration 4F: 3 clusters Score -822279.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -822706.687500 Penalty: 4395.651367
	Iteration 5F: 3 clusters Score -822706.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -822984.250000 Penalty: 4395.651367
	Iteration 6Q: 3 clusters Score -822984.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -823199.000000 Penalty: 4395.651367
	Iteration 7Q: 3 clusters Score -823199 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -823335.375000 Penalty: 4395.651367
	Iteration 8Q: 3 clusters Score -823335.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -823438.812500 Penalty: 4395.651367
	Iteration 9Q: 3 clusters Score -823438.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -823515.687500 Penalty: 4395.651367
	Iteration 10Q: 3 clusters Score -823515.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -823565.625000 Penalty: 4395.651367
	Iteration 11Q: 3 clusters Score -823565.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -823596.125000 Penalty: 4395.651367
	Iteration 12Q: 3 clusters Score -823596.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -823618.062500 Penalty: 4395.651367
	Iteration 13Q: 3 clusters Score -823618.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -823631.812500 Penalty: 4395.651367
	Iteration 14Q: 3 clusters Score -823631.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -823643.562500 Penalty: 4395.651367
	Iteration 15Q: 3 clusters Score -823643.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -823651.250000 Penalty: 4395.651367
	Iteration 16Q: 3 clusters Score -823651.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -823662.500000 Penalty: 4395.651367
	Iteration 17Q: 3 clusters Score -823662.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -823678.625000 Penalty: 4395.651367
	Iteration 18Q: 3 clusters Score -823678.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -823688.625000 Penalty: 4395.651367
	Iteration 19Q: 3 clusters Score -823688.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -823700.500000 Penalty: 4395.651367
	Iteration 20F: 3 clusters Score -823700.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -823718.437500 Penalty: 4395.651367
	Iteration 21Q: 3 clusters Score -823718.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -823732.250000 Penalty: 4395.651367
	Iteration 22Q: 3 clusters Score -823732.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -823749.062500 Penalty: 4395.651367
	Iteration 23Q: 3 clusters Score -823749.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -823766.812500 Penalty: 4395.651367
	Iteration 24Q: 3 clusters Score -823766.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -823776.187500 Penalty: 4395.651367
	Iteration 25Q: 3 clusters Score -823776.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -823784.250000 Penalty: 4395.651367
	Iteration 26Q: 3 clusters Score -823784.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -823790.937500 Penalty: 4395.651367
	Iteration 27Q: 3 clusters Score -823790.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -823796.750000 Penalty: 4395.651367
	Iteration 28Q: 3 clusters Score -823796.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -823805.500000 Penalty: 4395.651367
	Iteration 29Q: 3 clusters Score -823805.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -823811.125000 Penalty: 4395.651367
	Iteration 30Q: 3 clusters Score -823811.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -823821.375000 Penalty: 4395.651367
	Iteration 31Q: 3 clusters Score -823821.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -823827.062500 Penalty: 4395.651367
	Iteration 32Q: 3 clusters Score -823827.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -823834.625000 Penalty: 4395.651367
	Iteration 33Q: 3 clusters Score -823834.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -823842.750000 Penalty: 4395.651367
	Iteration 34Q: 3 clusters Score -823842.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -823847.562500 Penalty: 4395.651367
	Iteration 35Q: 3 clusters Score -823847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -823851.687500 Penalty: 4395.651367
	Iteration 36Q: 3 clusters Score -823851.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -823859.062500 Penalty: 4395.651367
	Iteration 37Q: 3 clusters Score -823859.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -823870.562500 Penalty: 4395.651367
	Iteration 38Q: 3 clusters Score -823870.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -823879.187500 Penalty: 4395.651367
	Iteration 39Q: 3 clusters Score -823879.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -823889.937500 Penalty: 4395.651367
	Iteration 40F: 3 clusters Score -823889.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -823901.062500 Penalty: 4395.651367
	Iteration 41Q: 3 clusters Score -823901.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -823912.562500 Penalty: 4395.651367
	Iteration 42Q: 3 clusters Score -823912.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -823919.000000 Penalty: 4395.651367
	Iteration 43Q: 3 clusters Score -823919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -823923.125000 Penalty: 4395.651367
	Iteration 44Q: 3 clusters Score -823923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -823926.875000 Penalty: 4395.651367
	Iteration 45Q: 3 clusters Score -823926.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -823929.062500 Penalty: 4395.651367
	Iteration 46Q: 3 clusters Score -823929.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -823933.750000 Penalty: 4395.651367
	Iteration 47Q: 3 clusters Score -823933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -823936.312500 Penalty: 4395.651367
	Iteration 48Q: 3 clusters Score -823936.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -823936.375000 Penalty: 4395.651367
	Iteration 49Q: 3 clusters Score -823936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -823940.062500 Penalty: 4395.651367
	Iteration 50Q: 3 clusters Score -823940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -823939.875000 Penalty: 4395.651367
	Iteration 51Q: 3 clusters Score -823939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -823940.562500 Penalty: 4395.651367
	Iteration 52Q: 3 clusters Score -823940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -823939.375000 Penalty: 4395.651367
	Iteration 53Q: 3 clusters Score -823939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -823939.375000 Penalty: 4395.651367
	Iteration 54F: 3 clusters Score -823939.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Entering Unmasked Estep 
Score: -2509600.000000 Penalty: 2465.087158
	Iteration 0F: 2 clusters Score -2509600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2495051.250000 Penalty: 4930.174316
	Iteration 0F: 3 clusters Score -2495051 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2500073.750000 Penalty: 4930.174316
	Iteration 1F: 3 clusters Score -2500074 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2500579.750000 Penalty: 4930.174316
	Iteration 2F: 3 clusters Score -2500580 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2501057.500000 Penalty: 4930.174316
	Iteration 3F: 3 clusters Score -2501058 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2501533.750000 Penalty: 4930.174316
	Iteration 4F: 3 clusters Score -2501534 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2501977.250000 Penalty: 4930.174316
	Iteration 5Q: 3 clusters Score -2501977 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2502430.750000 Penalty: 4930.174316
	Iteration 6Q: 3 clusters Score -2502431 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2502816.750000 Penalty: 4930.174316
	Iteration 7Q: 3 clusters Score -2502817 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2503136.250000 Penalty: 4930.174316
	Iteration 8Q: 3 clusters Score -2503136 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2503396.000000 Penalty: 4930.174316
	Iteration 9Q: 3 clusters Score -2503396 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2503619.750000 Penalty: 4930.174316
	Iteration 10Q: 3 clusters Score -2503620 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2503788.250000 Penalty: 4930.174316
	Iteration 11Q: 3 clusters Score -2503788 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2503892.500000 Penalty: 4930.174316
	Iteration 12Q: 3 clusters Score -2503892 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2503959.000000 Penalty: 4930.174316
	Iteration 13Q: 3 clusters Score -2503959 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2503996.250000 Penalty: 4930.174316
	Iteration 14Q: 3 clusters Score -2503996 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2504051.250000 Penalty: 4930.174316
	Iteration 15Q: 3 clusters Score -2504051 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2504073.000000 Penalty: 4930.174316
	Iteration 16Q: 3 clusters Score -2504073 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2504092.750000 Penalty: 4930.174316
	Iteration 17Q: 3 clusters Score -2504093 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2504119.000000 Penalty: 4930.174316
	Iteration 18Q: 3 clusters Score -2504119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2504144.000000 Penalty: 4930.174316
	Iteration 19Q: 3 clusters Score -2504144 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2504161.500000 Penalty: 4930.174316
	Iteration 20F: 3 clusters Score -2504162 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2504197.500000 Penalty: 4930.174316
	Iteration 21Q: 3 clusters Score -2504198 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2504228.250000 Penalty: 4930.174316
	Iteration 22Q: 3 clusters Score -2504228 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2504268.500000 Penalty: 4930.174316
	Iteration 23Q: 3 clusters Score -2504268 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2504306.750000 Penalty: 4930.174316
	Iteration 24Q: 3 clusters Score -2504307 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2504367.000000 Penalty: 4930.174316
	Iteration 25Q: 3 clusters Score -2504367 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2504413.500000 Penalty: 4930.174316
	Iteration 26Q: 3 clusters Score -2504414 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2504467.750000 Penalty: 4930.174316
	Iteration 27Q: 3 clusters Score -2504468 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2504560.000000 Penalty: 4930.174316
	Iteration 28Q: 3 clusters Score -2504560 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2504675.750000 Penalty: 4930.174316
	Iteration 29Q: 3 clusters Score -2504676 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2504801.500000 Penalty: 4930.174316
	Iteration 30Q: 3 clusters Score -2504802 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2505006.750000 Penalty: 4930.174316
	Iteration 31Q: 3 clusters Score -2505007 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2505240.250000 Penalty: 4930.174316
	Iteration 32Q: 3 clusters Score -2505240 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2505518.750000 Penalty: 4930.174316
	Iteration 33Q: 3 clusters Score -2505519 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2505810.500000 Penalty: 4930.174316
	Iteration 34Q: 3 clusters Score -2505810 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2506122.000000 Penalty: 4930.174316
	Iteration 35Q: 3 clusters Score -2506122 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2506394.000000 Penalty: 4930.174316
	Iteration 36Q: 3 clusters Score -2506394 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2506613.750000 Penalty: 4930.174316
	Iteration 37Q: 3 clusters Score -2506614 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2506786.500000 Penalty: 4930.174316
	Iteration 38Q: 3 clusters Score -2506786 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2506946.500000 Penalty: 4930.174316
	Iteration 39Q: 3 clusters Score -2506946 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2507077.750000 Penalty: 4930.174316
	Iteration 40F: 3 clusters Score -2507078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2507149.500000 Penalty: 4930.174316
	Iteration 41Q: 3 clusters Score -2507150 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -2507207.500000 Penalty: 4930.174316
	Iteration 42Q: 3 clusters Score -2507208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2507252.000000 Penalty: 4930.174316
	Iteration 43Q: 3 clusters Score -2507252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2507286.750000 Penalty: 4930.174316
	Iteration 44Q: 3 clusters Score -2507287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2507314.500000 Penalty: 4930.174316
	Iteration 45Q: 3 clusters Score -2507314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2507338.250000 Penalty: 4930.174316
	Iteration 46Q: 3 clusters Score -2507338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2507364.250000 Penalty: 4930.174316
	Iteration 47Q: 3 clusters Score -2507364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2507386.500000 Penalty: 4930.174316
	Iteration 48Q: 3 clusters Score -2507386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2507398.500000 Penalty: 4930.174316
	Iteration 49Q: 3 clusters Score -2507398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2507413.750000 Penalty: 4930.174316
	Iteration 50Q: 3 clusters Score -2507414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2507420.000000 Penalty: 4930.174316
	Iteration 51Q: 3 clusters Score -2507420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2507430.750000 Penalty: 4930.174316
	Iteration 52Q: 3 clusters Score -2507431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2507434.000000 Penalty: 4930.174316
	Iteration 53Q: 3 clusters Score -2507434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2507434.000000 Penalty: 4930.174316
	Iteration 54Q: 3 clusters Score -2507434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2507435.500000 Penalty: 4930.174316
	Iteration 55Q: 3 clusters Score -2507436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2507438.750000 Penalty: 4930.174316
	Iteration 56Q: 3 clusters Score -2507439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2507436.750000 Penalty: 4930.174316
	Iteration 57Q: 3 clusters Score -2507437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2507434.500000 Penalty: 4930.174316
	Iteration 58Q: 3 clusters Score -2507434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2507436.750000 Penalty: 4930.174316
	Iteration 59Q: 3 clusters Score -2507437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2507437.500000 Penalty: 4930.174316
	Iteration 60F: 3 clusters Score -2507438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Entering Unmasked Estep 
Score: -2273556.000000 Penalty: 2442.061768
	Iteration 0F: 2 clusters Score -2273556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2260303.000000 Penalty: 4884.123535
	Iteration 0F: 3 clusters Score -2260303 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2264737.250000 Penalty: 4884.123535
	Iteration 1F: 3 clusters Score -2264737 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2265141.250000 Penalty: 4884.123535
	Iteration 2F: 3 clusters Score -2265141 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2265470.750000 Penalty: 4884.123535
	Iteration 3Q: 3 clusters Score -2265471 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2265820.250000 Penalty: 4884.123535
	Iteration 4Q: 3 clusters Score -2265820 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2266236.750000 Penalty: 4884.123535
	Iteration 5Q: 3 clusters Score -2266237 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2266818.250000 Penalty: 4884.123535
	Iteration 6F: 3 clusters Score -2266818 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2267508.500000 Penalty: 4884.123535
	Iteration 7F: 3 clusters Score -2267508 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2268271.250000 Penalty: 4884.123535
	Iteration 8F: 3 clusters Score -2268271 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2269007.000000 Penalty: 4884.123535
	Iteration 9F: 3 clusters Score -2269007 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2269656.750000 Penalty: 4884.123535
	Iteration 10Q: 3 clusters Score -2269657 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2270162.250000 Penalty: 4884.123535
	Iteration 11Q: 3 clusters Score -2270162 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2270501.250000 Penalty: 4884.123535
	Iteration 12Q: 3 clusters Score -2270501 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2270705.250000 Penalty: 4884.123535
	Iteration 13Q: 3 clusters Score -2270705 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2270831.000000 Penalty: 4884.123535
	Iteration 14Q: 3 clusters Score -2270831 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2270907.500000 Penalty: 4884.123535
	Iteration 15Q: 3 clusters Score -2270908 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2270972.500000 Penalty: 4884.123535
	Iteration 16Q: 3 clusters Score -2270972 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2271046.250000 Penalty: 4884.123535
	Iteration 17Q: 3 clusters Score -2271046 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2271085.250000 Penalty: 4884.123535
	Iteration 18Q: 3 clusters Score -2271085 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2271132.000000 Penalty: 4884.123535
	Iteration 19Q: 3 clusters Score -2271132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2271181.000000 Penalty: 4884.123535
	Iteration 20F: 3 clusters Score -2271181 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2271246.000000 Penalty: 4884.123535
	Iteration 21Q: 3 clusters Score -2271246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2271299.750000 Penalty: 4884.123535
	Iteration 22Q: 3 clusters Score -2271300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2271355.750000 Penalty: 4884.123535
	Iteration 23Q: 3 clusters Score -2271356 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2271399.500000 Penalty: 4884.123535
	Iteration 24Q: 3 clusters Score -2271400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2271439.000000 Penalty: 4884.123535
	Iteration 25Q: 3 clusters Score -2271439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2271475.500000 Penalty: 4884.123535
	Iteration 26Q: 3 clusters Score -2271476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2271505.000000 Penalty: 4884.123535
	Iteration 27Q: 3 clusters Score -2271505 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2271533.000000 Penalty: 4884.123535
	Iteration 28Q: 3 clusters Score -2271533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2271553.250000 Penalty: 4884.123535
	Iteration 29Q: 3 clusters Score -2271553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2271571.000000 Penalty: 4884.123535
	Iteration 30Q: 3 clusters Score -2271571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2271574.750000 Penalty: 4884.123535
	Iteration 31Q: 3 clusters Score -2271575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2271589.750000 Penalty: 4884.123535
	Iteration 32Q: 3 clusters Score -2271590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2271601.000000 Penalty: 4884.123535
	Iteration 33Q: 3 clusters Score -2271601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2271604.250000 Penalty: 4884.123535
	Iteration 34Q: 3 clusters Score -2271604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2271607.500000 Penalty: 4884.123535
	Iteration 35Q: 3 clusters Score -2271608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2271618.500000 Penalty: 4884.123535
	Iteration 36Q: 3 clusters Score -2271618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2271617.000000 Penalty: 4884.123535
	Iteration 37Q: 3 clusters Score -2271617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2271617.750000 Penalty: 4884.123535
	Iteration 38Q: 3 clusters Score -2271618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2271622.500000 Penalty: 4884.123535
	Iteration 39Q: 3 clusters Score -2271622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2271623.250000 Penalty: 4884.123535
	Iteration 40F: 3 clusters Score -2271623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2271621.750000 Penalty: 4884.123535
	Iteration 41Q: 3 clusters Score -2271622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2271627.500000 Penalty: 4884.123535
	Iteration 42Q: 3 clusters Score -2271628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2271627.500000 Penalty: 4884.123535
	Iteration 43F: 3 clusters Score -2271628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Entering Unmasked Estep 
Score: -667580.375000 Penalty: 2207.640381
	Iteration 0F: 2 clusters Score -667580.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -661516.062500 Penalty: 4415.280762
	Iteration 0F: 3 clusters Score -661516.1 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -663223.875000 Penalty: 4415.280762
	Iteration 1F: 3 clusters Score -663223.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -663575.375000 Penalty: 4415.280762
	Iteration 2F: 3 clusters Score -663575.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -663900.250000 Penalty: 4415.280762
	Iteration 3F: 3 clusters Score -663900.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -664263.000000 Penalty: 4415.280762
	Iteration 4F: 3 clusters Score -664263 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -664611.750000 Penalty: 4415.280762
	Iteration 5F: 3 clusters Score -664611.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -664907.750000 Penalty: 4415.280762
	Iteration 6F: 3 clusters Score -664907.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -665158.375000 Penalty: 4415.280762
	Iteration 7Q: 3 clusters Score -665158.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -665348.125000 Penalty: 4415.280762
	Iteration 8Q: 3 clusters Score -665348.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -665468.937500 Penalty: 4415.280762
	Iteration 9Q: 3 clusters Score -665468.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -665551.125000 Penalty: 4415.280762
	Iteration 10Q: 3 clusters Score -665551.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -665607.250000 Penalty: 4415.280762
	Iteration 11Q: 3 clusters Score -665607.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -665645.625000 Penalty: 4415.280762
	Iteration 12Q: 3 clusters Score -665645.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -665672.375000 Penalty: 4415.280762
	Iteration 13Q: 3 clusters Score -665672.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -665689.187500 Penalty: 4415.280762
	Iteration 14Q: 3 clusters Score -665689.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -665698.750000 Penalty: 4415.280762
	Iteration 15Q: 3 clusters Score -665698.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -665701.375000 Penalty: 4415.280762
	Iteration 16Q: 3 clusters Score -665701.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -665706.375000 Penalty: 4415.280762
	Iteration 17Q: 3 clusters Score -665706.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -665709.312500 Penalty: 4415.280762
	Iteration 18Q: 3 clusters Score -665709.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -665713.062500 Penalty: 4415.280762
	Iteration 19Q: 3 clusters Score -665713.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -665717.625000 Penalty: 4415.280762
	Iteration 20F: 3 clusters Score -665717.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -665717.687500 Penalty: 4415.280762
	Iteration 21Q: 3 clusters Score -665717.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -665719.812500 Penalty: 4415.280762
	Iteration 22Q: 3 clusters Score -665719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -665721.500000 Penalty: 4415.280762
	Iteration 23Q: 3 clusters Score -665721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -665721.750000 Penalty: 4415.280762
	Iteration 24Q: 3 clusters Score -665721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -665724.750000 Penalty: 4415.280762
	Iteration 25Q: 3 clusters Score -665724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -665723.937500 Penalty: 4415.280762
	Iteration 26Q: 3 clusters Score -665723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -665724.687500 Penalty: 4415.280762
	Iteration 27Q: 3 clusters Score -665724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -665726.125000 Penalty: 4415.280762
	Iteration 28Q: 3 clusters Score -665726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -665727.437500 Penalty: 4415.280762
	Iteration 29Q: 3 clusters Score -665727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -665728.750000 Penalty: 4415.280762
	Iteration 30Q: 3 clusters Score -665728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -665731.250000 Penalty: 4415.280762
	Iteration 31Q: 3 clusters Score -665731.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -665732.062500 Penalty: 4415.280762
	Iteration 32Q: 3 clusters Score -665732.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -665734.187500 Penalty: 4415.280762
	Iteration 33Q: 3 clusters Score -665734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -665734.312500 Penalty: 4415.280762
	Iteration 34Q: 3 clusters Score -665734.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -665736.187500 Penalty: 4415.280762
	Iteration 35Q: 3 clusters Score -665736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -665737.312500 Penalty: 4415.280762
	Iteration 36Q: 3 clusters Score -665737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -665738.312500 Penalty: 4415.280762
	Iteration 37Q: 3 clusters Score -665738.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -665739.750000 Penalty: 4415.280762
	Iteration 38Q: 3 clusters Score -665739.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -665740.375000 Penalty: 4415.280762
	Iteration 39Q: 3 clusters Score -665740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -665741.937500 Penalty: 4415.280762
	Iteration 40F: 3 clusters Score -665741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -665741.500000 Penalty: 4415.280762
	Iteration 41Q: 3 clusters Score -665741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -665742.000000 Penalty: 4415.280762
	Iteration 42Q: 3 clusters Score -665742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -665742.500000 Penalty: 4415.280762
	Iteration 43Q: 3 clusters Score -665742.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -665745.187500 Penalty: 4415.280762
	Iteration 44Q: 3 clusters Score -665745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -665746.625000 Penalty: 4415.280762
	Iteration 45Q: 3 clusters Score -665746.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -665747.500000 Penalty: 4415.280762
	Iteration 46Q: 3 clusters Score -665747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -665748.437500 Penalty: 4415.280762
	Iteration 47Q: 3 clusters Score -665748.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -665750.750000 Penalty: 4415.280762
	Iteration 48Q: 3 clusters Score -665750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -665750.125000 Penalty: 4415.280762
	Iteration 49Q: 3 clusters Score -665750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -665749.625000 Penalty: 4415.280762
	Iteration 50Q: 3 clusters Score -665749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -665749.812500 Penalty: 4415.280762
	Iteration 51Q: 3 clusters Score -665749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -665749.812500 Penalty: 4415.280762
	Iteration 52F: 3 clusters Score -665749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -367352.093750 Penalty: 2094.905518
	Iteration 0F: 2 clusters Score -367352.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -363184.750000 Penalty: 4189.811035
	Iteration 0F: 3 clusters Score -363184.8 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -364598.562500 Penalty: 4189.811035
	Iteration 1F: 3 clusters Score -364598.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -365392.562500 Penalty: 4189.811035
	Iteration 2F: 3 clusters Score -365392.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -366030.250000 Penalty: 4189.811035
	Iteration 3F: 3 clusters Score -366030.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -366378.375000 Penalty: 4189.811035
	Iteration 4F: 3 clusters Score -366378.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -366560.093750 Penalty: 4189.811035
	Iteration 5Q: 3 clusters Score -366560.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -366655.250000 Penalty: 4189.811035
	Iteration 6Q: 3 clusters Score -366655.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -366710.875000 Penalty: 4189.811035
	Iteration 7Q: 3 clusters Score -366710.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -366754.781250 Penalty: 4189.811035
	Iteration 8Q: 3 clusters Score -366754.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -366784.375000 Penalty: 4189.811035
	Iteration 9Q: 3 clusters Score -366784.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -366805.937500 Penalty: 4189.811035
	Iteration 10Q: 3 clusters Score -366805.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -366818.718750 Penalty: 4189.811035
	Iteration 11Q: 3 clusters Score -366818.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -366826.468750 Penalty: 4189.811035
	Iteration 12Q: 3 clusters Score -366826.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -366830.812500 Penalty: 4189.811035
	Iteration 13Q: 3 clusters Score -366830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -366832.968750 Penalty: 4189.811035
	Iteration 14Q: 3 clusters Score -366833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -366836.125000 Penalty: 4189.811035
	Iteration 15Q: 3 clusters Score -366836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -366840.593750 Penalty: 4189.811035
	Iteration 16Q: 3 clusters Score -366840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -366841.656250 Penalty: 4189.811035
	Iteration 17Q: 3 clusters Score -366841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -366842.656250 Penalty: 4189.811035
	Iteration 18Q: 3 clusters Score -366842.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -366843.875000 Penalty: 4189.811035
	Iteration 19Q: 3 clusters Score -366843.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -366842.781250 Penalty: 4189.811035
	Iteration 20F: 3 clusters Score -366842.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Entering Unmasked Estep 
Score: -438667.156250 Penalty: 2058.284668
	Iteration 0F: 2 clusters Score -438667.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -434811.312500 Penalty: 4116.569336
	Iteration 0F: 3 clusters Score -434811.3 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -435866.531250 Penalty: 4116.569336
	Iteration 1F: 3 clusters Score -435866.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -436141.781250 Penalty: 4116.569336
	Iteration 2F: 3 clusters Score -436141.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -436299.281250 Penalty: 4116.569336
	Iteration 3F: 3 clusters Score -436299.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -436447.500000 Penalty: 4116.569336
	Iteration 4Q: 3 clusters Score -436447.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -436547.093750 Penalty: 4116.569336
	Iteration 5Q: 3 clusters Score -436547.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -436636.562500 Penalty: 4116.569336
	Iteration 6Q: 3 clusters Score -436636.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -436720.437500 Penalty: 4116.569336
	Iteration 7Q: 3 clusters Score -436720.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -436785.718750 Penalty: 4116.569336
	Iteration 8Q: 3 clusters Score -436785.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -436851.968750 Penalty: 4116.569336
	Iteration 9Q: 3 clusters Score -436852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -436900.000000 Penalty: 4116.569336
	Iteration 10Q: 3 clusters Score -436900 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -436938.343750 Penalty: 4116.569336
	Iteration 11Q: 3 clusters Score -436938.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -436967.781250 Penalty: 4116.569336
	Iteration 12Q: 3 clusters Score -436967.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -436991.875000 Penalty: 4116.569336
	Iteration 13Q: 3 clusters Score -436991.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -437016.437500 Penalty: 4116.569336
	Iteration 14Q: 3 clusters Score -437016.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -437033.718750 Penalty: 4116.569336
	Iteration 15Q: 3 clusters Score -437033.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -437048.875000 Penalty: 4116.569336
	Iteration 16Q: 3 clusters Score -437048.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -437065.125000 Penalty: 4116.569336
	Iteration 17Q: 3 clusters Score -437065.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -437077.968750 Penalty: 4116.569336
	Iteration 18Q: 3 clusters Score -437078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -437087.250000 Penalty: 4116.569336
	Iteration 19Q: 3 clusters Score -437087.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -437097.625000 Penalty: 4116.569336
	Iteration 20F: 3 clusters Score -437097.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -437107.781250 Penalty: 4116.569336
	Iteration 21Q: 3 clusters Score -437107.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -437114.531250 Penalty: 4116.569336
	Iteration 22Q: 3 clusters Score -437114.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -437121.000000 Penalty: 4116.569336
	Iteration 23Q: 3 clusters Score -437121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -437128.500000 Penalty: 4116.569336
	Iteration 24Q: 3 clusters Score -437128.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -437134.875000 Penalty: 4116.569336
	Iteration 25Q: 3 clusters Score -437134.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -437137.937500 Penalty: 4116.569336
	Iteration 26Q: 3 clusters Score -437137.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -437142.906250 Penalty: 4116.569336
	Iteration 27Q: 3 clusters Score -437142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -437148.437500 Penalty: 4116.569336
	Iteration 28Q: 3 clusters Score -437148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -437150.781250 Penalty: 4116.569336
	Iteration 29Q: 3 clusters Score -437150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -437152.656250 Penalty: 4116.569336
	Iteration 30Q: 3 clusters Score -437152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -437157.187500 Penalty: 4116.569336
	Iteration 31Q: 3 clusters Score -437157.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -437160.000000 Penalty: 4116.569336
	Iteration 32Q: 3 clusters Score -437160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -437160.125000 Penalty: 4116.569336
	Iteration 33Q: 3 clusters Score -437160.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -437161.000000 Penalty: 4116.569336
	Iteration 34Q: 3 clusters Score -437161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -437162.218750 Penalty: 4116.569336
	Iteration 35Q: 3 clusters Score -437162.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -437163.875000 Penalty: 4116.569336
	Iteration 36Q: 3 clusters Score -437163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -437165.843750 Penalty: 4116.569336
	Iteration 37Q: 3 clusters Score -437165.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -437167.687500 Penalty: 4116.569336
	Iteration 38Q: 3 clusters Score -437167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -437169.656250 Penalty: 4116.569336
	Iteration 39Q: 3 clusters Score -437169.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -437170.937500 Penalty: 4116.569336
	Iteration 40F: 3 clusters Score -437170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -437175.281250 Penalty: 4116.569336
	Iteration 41Q: 3 clusters Score -437175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -437176.125000 Penalty: 4116.569336
	Iteration 42Q: 3 clusters Score -437176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -437176.812500 Penalty: 4116.569336
	Iteration 43Q: 3 clusters Score -437176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -437176.812500 Penalty: 4116.569336
	Iteration 44F: 3 clusters Score -437176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Entering Unmasked Estep 
Score: -1203280.000000 Penalty: 2340.474121
	Iteration 0F: 2 clusters Score -1203280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1194046.375000 Penalty: 4680.948242
	Iteration 0F: 3 clusters Score -1194046 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1197176.125000 Penalty: 4680.948242
	Iteration 1F: 3 clusters Score -1197176 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1197941.750000 Penalty: 4680.948242
	Iteration 2F: 3 clusters Score -1197942 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1198658.250000 Penalty: 4680.948242
	Iteration 3F: 3 clusters Score -1198658 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1199323.625000 Penalty: 4680.948242
	Iteration 4F: 3 clusters Score -1199324 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1199892.500000 Penalty: 4680.948242
	Iteration 5F: 3 clusters Score -1199892 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1200311.625000 Penalty: 4680.948242
	Iteration 6Q: 3 clusters Score -1200312 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1200585.500000 Penalty: 4680.948242
	Iteration 7Q: 3 clusters Score -1200586 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1200764.375000 Penalty: 4680.948242
	Iteration 8Q: 3 clusters Score -1200764 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1200887.375000 Penalty: 4680.948242
	Iteration 9Q: 3 clusters Score -1200887 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1200953.125000 Penalty: 4680.948242
	Iteration 10Q: 3 clusters Score -1200953 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1201008.125000 Penalty: 4680.948242
	Iteration 11Q: 3 clusters Score -1201008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1201058.000000 Penalty: 4680.948242
	Iteration 12Q: 3 clusters Score -1201058 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1201114.625000 Penalty: 4680.948242
	Iteration 13Q: 3 clusters Score -1201115 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1201173.875000 Penalty: 4680.948242
	Iteration 14Q: 3 clusters Score -1201174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1201221.375000 Penalty: 4680.948242
	Iteration 15Q: 3 clusters Score -1201221 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1201288.000000 Penalty: 4680.948242
	Iteration 16Q: 3 clusters Score -1201288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1201384.875000 Penalty: 4680.948242
	Iteration 17Q: 3 clusters Score -1201385 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1201483.375000 Penalty: 4680.948242
	Iteration 18Q: 3 clusters Score -1201483 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1201588.500000 Penalty: 4680.948242
	Iteration 19Q: 3 clusters Score -1201588 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1201668.375000 Penalty: 4680.948242
	Iteration 20F: 3 clusters Score -1201668 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1201723.250000 Penalty: 4680.948242
	Iteration 21Q: 3 clusters Score -1201723 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1201751.500000 Penalty: 4680.948242
	Iteration 22Q: 3 clusters Score -1201752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1201781.000000 Penalty: 4680.948242
	Iteration 23Q: 3 clusters Score -1201781 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1201798.750000 Penalty: 4680.948242
	Iteration 24Q: 3 clusters Score -1201799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1201820.875000 Penalty: 4680.948242
	Iteration 25Q: 3 clusters Score -1201821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1201842.125000 Penalty: 4680.948242
	Iteration 26Q: 3 clusters Score -1201842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1201858.500000 Penalty: 4680.948242
	Iteration 27Q: 3 clusters Score -1201858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1201865.875000 Penalty: 4680.948242
	Iteration 28Q: 3 clusters Score -1201866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1201875.500000 Penalty: 4680.948242
	Iteration 29Q: 3 clusters Score -1201876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1201883.125000 Penalty: 4680.948242
	Iteration 30Q: 3 clusters Score -1201883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1201892.125000 Penalty: 4680.948242
	Iteration 31Q: 3 clusters Score -1201892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1201896.875000 Penalty: 4680.948242
	Iteration 32Q: 3 clusters Score -1201897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1201901.375000 Penalty: 4680.948242
	Iteration 33Q: 3 clusters Score -1201901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1201905.250000 Penalty: 4680.948242
	Iteration 34Q: 3 clusters Score -1201905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1201910.875000 Penalty: 4680.948242
	Iteration 35Q: 3 clusters Score -1201911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1201913.250000 Penalty: 4680.948242
	Iteration 36Q: 3 clusters Score -1201913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1201908.250000 Penalty: 4680.948242
	Iteration 37Q: 3 clusters Score -1201908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1201912.625000 Penalty: 4680.948242
	Iteration 38Q: 3 clusters Score -1201913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1201914.875000 Penalty: 4680.948242
	Iteration 39Q: 3 clusters Score -1201915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1201912.500000 Penalty: 4680.948242
	Iteration 40F: 3 clusters Score -1201912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1201914.875000 Penalty: 4680.948242
	Iteration 41Q: 3 clusters Score -1201915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1201917.375000 Penalty: 4680.948242
	Iteration 42Q: 3 clusters Score -1201917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1201920.875000 Penalty: 4680.948242
	Iteration 43Q: 3 clusters Score -1201921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1201923.125000 Penalty: 4680.948242
	Iteration 44Q: 3 clusters Score -1201923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1201923.375000 Penalty: 4680.948242
	Iteration 45Q: 3 clusters Score -1201923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1201922.375000 Penalty: 4680.948242
	Iteration 46Q: 3 clusters Score -1201922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1201925.000000 Penalty: 4680.948242
	Iteration 47Q: 3 clusters Score -1201925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1201927.625000 Penalty: 4680.948242
	Iteration 48Q: 3 clusters Score -1201928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1201930.250000 Penalty: 4680.948242
	Iteration 49Q: 3 clusters Score -1201930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1201929.750000 Penalty: 4680.948242
	Iteration 50Q: 3 clusters Score -1201930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1201930.375000 Penalty: 4680.948242
	Iteration 51Q: 3 clusters Score -1201930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1201933.125000 Penalty: 4680.948242
	Iteration 52Q: 3 clusters Score -1201933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1201931.125000 Penalty: 4680.948242
	Iteration 53Q: 3 clusters Score -1201931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1201935.000000 Penalty: 4680.948242
	Iteration 54Q: 3 clusters Score -1201935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1201931.750000 Penalty: 4680.948242
	Iteration 55Q: 3 clusters Score -1201932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1201932.375000 Penalty: 4680.948242
	Iteration 56Q: 3 clusters Score -1201932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1201933.875000 Penalty: 4680.948242
	Iteration 57Q: 3 clusters Score -1201934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1201933.000000 Penalty: 4680.948242
	Iteration 58Q: 3 clusters Score -1201933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1201932.375000 Penalty: 4680.948242
	Iteration 59Q: 3 clusters Score -1201932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1201933.250000 Penalty: 4680.948242
	Iteration 60F: 3 clusters Score -1201933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1201934.625000 Penalty: 4680.948242
	Iteration 61Q: 3 clusters Score -1201935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1201934.625000 Penalty: 4680.948242
	Iteration 62F: 3 clusters Score -1201935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Entering Unmasked Estep 
Score: -1795336.375000 Penalty: 2381.842773
	Iteration 0F: 2 clusters Score -1795336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1784663.625000 Penalty: 4763.685547
	Iteration 0F: 3 clusters Score -1784664 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1788072.625000 Penalty: 4763.685547
	Iteration 1F: 3 clusters Score -1788073 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1788524.250000 Penalty: 4763.685547
	Iteration 2F: 3 clusters Score -1788524 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1788916.375000 Penalty: 4763.685547
	Iteration 3F: 3 clusters Score -1788916 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1789284.125000 Penalty: 4763.685547
	Iteration 4Q: 3 clusters Score -1789284 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1789656.500000 Penalty: 4763.685547
	Iteration 5Q: 3 clusters Score -1789656 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1790043.750000 Penalty: 4763.685547
	Iteration 6Q: 3 clusters Score -1790044 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1790432.625000 Penalty: 4763.685547
	Iteration 7Q: 3 clusters Score -1790433 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1790768.125000 Penalty: 4763.685547
	Iteration 8Q: 3 clusters Score -1790768 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1791098.750000 Penalty: 4763.685547
	Iteration 9Q: 3 clusters Score -1791099 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1791438.625000 Penalty: 4763.685547
	Iteration 10Q: 3 clusters Score -1791439 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1791754.625000 Penalty: 4763.685547
	Iteration 11Q: 3 clusters Score -1791755 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1792043.750000 Penalty: 4763.685547
	Iteration 12Q: 3 clusters Score -1792044 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1792309.375000 Penalty: 4763.685547
	Iteration 13Q: 3 clusters Score -1792309 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1792566.000000 Penalty: 4763.685547
	Iteration 14Q: 3 clusters Score -1792566 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1792828.250000 Penalty: 4763.685547
	Iteration 15Q: 3 clusters Score -1792828 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1793172.125000 Penalty: 4763.685547
	Iteration 16Q: 3 clusters Score -1793172 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1793454.250000 Penalty: 4763.685547
	Iteration 17Q: 3 clusters Score -1793454 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1793629.500000 Penalty: 4763.685547
	Iteration 18Q: 3 clusters Score -1793630 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1793745.375000 Penalty: 4763.685547
	Iteration 19Q: 3 clusters Score -1793745 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1793816.750000 Penalty: 4763.685547
	Iteration 20F: 3 clusters Score -1793817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1793860.500000 Penalty: 4763.685547
	Iteration 21Q: 3 clusters Score -1793860 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1793896.750000 Penalty: 4763.685547
	Iteration 22Q: 3 clusters Score -1793897 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1793918.625000 Penalty: 4763.685547
	Iteration 23Q: 3 clusters Score -1793919 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1793933.375000 Penalty: 4763.685547
	Iteration 24Q: 3 clusters Score -1793933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1793933.250000 Penalty: 4763.685547
	Iteration 25Q: 3 clusters Score -1793933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1793943.625000 Penalty: 4763.685547
	Iteration 26Q: 3 clusters Score -1793944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1793951.000000 Penalty: 4763.685547
	Iteration 27Q: 3 clusters Score -1793951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1793954.250000 Penalty: 4763.685547
	Iteration 28Q: 3 clusters Score -1793954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1793954.875000 Penalty: 4763.685547
	Iteration 29Q: 3 clusters Score -1793955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1793960.875000 Penalty: 4763.685547
	Iteration 30Q: 3 clusters Score -1793961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1793960.000000 Penalty: 4763.685547
	Iteration 31Q: 3 clusters Score -1793960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1793968.250000 Penalty: 4763.685547
	Iteration 32Q: 3 clusters Score -1793968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1793966.875000 Penalty: 4763.685547
	Iteration 33Q: 3 clusters Score -1793967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1793968.000000 Penalty: 4763.685547
	Iteration 34Q: 3 clusters Score -1793968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1793965.750000 Penalty: 4763.685547
	Iteration 35Q: 3 clusters Score -1793966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1793967.000000 Penalty: 4763.685547
	Iteration 36Q: 3 clusters Score -1793967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1793968.000000 Penalty: 4763.685547
	Iteration 37Q: 3 clusters Score -1793968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1793968.375000 Penalty: 4763.685547
	Iteration 38Q: 3 clusters Score -1793968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1793966.500000 Penalty: 4763.685547
	Iteration 39Q: 3 clusters Score -1793966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1793966.750000 Penalty: 4763.685547
	Iteration 40F: 3 clusters Score -1793967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1793965.750000 Penalty: 4763.685547
	Iteration 41Q: 3 clusters Score -1793966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1793966.000000 Penalty: 4763.685547
	Iteration 42Q: 3 clusters Score -1793966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1793967.375000 Penalty: 4763.685547
	Iteration 43Q: 3 clusters Score -1793967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1793968.375000 Penalty: 4763.685547
	Iteration 44Q: 3 clusters Score -1793968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1793968.000000 Penalty: 4763.685547
	Iteration 45Q: 3 clusters Score -1793968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1793968.875000 Penalty: 4763.685547
	Iteration 46Q: 3 clusters Score -1793969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1793968.000000 Penalty: 4763.685547
	Iteration 47Q: 3 clusters Score -1793968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1793968.000000 Penalty: 4763.685547
	Iteration 48F: 3 clusters Score -1793968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Entering Unmasked Estep 
Score: -1289026.875000 Penalty: 2334.655518
	Iteration 0F: 2 clusters Score -1289027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1280033.875000 Penalty: 4669.311035
	Iteration 0F: 3 clusters Score -1280034 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1283074.500000 Penalty: 4669.311035
	Iteration 1F: 3 clusters Score -1283074 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1283693.625000 Penalty: 4669.311035
	Iteration 2F: 3 clusters Score -1283694 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1284352.000000 Penalty: 4669.311035
	Iteration 3F: 3 clusters Score -1284352 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1284901.500000 Penalty: 4669.311035
	Iteration 4F: 3 clusters Score -1284902 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1285360.000000 Penalty: 4669.311035
	Iteration 5F: 3 clusters Score -1285360 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1285786.500000 Penalty: 4669.311035
	Iteration 6F: 3 clusters Score -1285786 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1286082.875000 Penalty: 4669.311035
	Iteration 7Q: 3 clusters Score -1286083 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1286271.250000 Penalty: 4669.311035
	Iteration 8Q: 3 clusters Score -1286271 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1286415.500000 Penalty: 4669.311035
	Iteration 9Q: 3 clusters Score -1286416 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1286525.000000 Penalty: 4669.311035
	Iteration 10Q: 3 clusters Score -1286525 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1286612.000000 Penalty: 4669.311035
	Iteration 11Q: 3 clusters Score -1286612 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1286672.375000 Penalty: 4669.311035
	Iteration 12Q: 3 clusters Score -1286672 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1286729.125000 Penalty: 4669.311035
	Iteration 13Q: 3 clusters Score -1286729 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1286775.250000 Penalty: 4669.311035
	Iteration 14Q: 3 clusters Score -1286775 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1286810.375000 Penalty: 4669.311035
	Iteration 15Q: 3 clusters Score -1286810 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1286842.750000 Penalty: 4669.311035
	Iteration 16Q: 3 clusters Score -1286843 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1286873.000000 Penalty: 4669.311035
	Iteration 17Q: 3 clusters Score -1286873 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1286902.250000 Penalty: 4669.311035
	Iteration 18Q: 3 clusters Score -1286902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1286934.000000 Penalty: 4669.311035
	Iteration 19Q: 3 clusters Score -1286934 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1286964.875000 Penalty: 4669.311035
	Iteration 20F: 3 clusters Score -1286965 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1286991.625000 Penalty: 4669.311035
	Iteration 21Q: 3 clusters Score -1286992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1287023.750000 Penalty: 4669.311035
	Iteration 22Q: 3 clusters Score -1287024 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1287049.375000 Penalty: 4669.311035
	Iteration 23Q: 3 clusters Score -1287049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1287071.375000 Penalty: 4669.311035
	Iteration 24Q: 3 clusters Score -1287071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1287085.500000 Penalty: 4669.311035
	Iteration 25Q: 3 clusters Score -1287086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1287099.625000 Penalty: 4669.311035
	Iteration 26Q: 3 clusters Score -1287100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1287109.250000 Penalty: 4669.311035
	Iteration 27Q: 3 clusters Score -1287109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1287120.375000 Penalty: 4669.311035
	Iteration 28Q: 3 clusters Score -1287120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1287133.375000 Penalty: 4669.311035
	Iteration 29Q: 3 clusters Score -1287133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1287144.875000 Penalty: 4669.311035
	Iteration 30Q: 3 clusters Score -1287145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1287161.000000 Penalty: 4669.311035
	Iteration 31Q: 3 clusters Score -1287161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1287169.250000 Penalty: 4669.311035
	Iteration 32Q: 3 clusters Score -1287169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1287178.500000 Penalty: 4669.311035
	Iteration 33Q: 3 clusters Score -1287178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1287181.375000 Penalty: 4669.311035
	Iteration 34Q: 3 clusters Score -1287181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1287189.750000 Penalty: 4669.311035
	Iteration 35Q: 3 clusters Score -1287190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1287189.125000 Penalty: 4669.311035
	Iteration 36Q: 3 clusters Score -1287189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1287193.500000 Penalty: 4669.311035
	Iteration 37Q: 3 clusters Score -1287194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1287198.750000 Penalty: 4669.311035
	Iteration 38Q: 3 clusters Score -1287199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1287202.250000 Penalty: 4669.311035
	Iteration 39Q: 3 clusters Score -1287202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1287204.125000 Penalty: 4669.311035
	Iteration 40F: 3 clusters Score -1287204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1287207.750000 Penalty: 4669.311035
	Iteration 41Q: 3 clusters Score -1287208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1287207.000000 Penalty: 4669.311035
	Iteration 42Q: 3 clusters Score -1287207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1287206.500000 Penalty: 4669.311035
	Iteration 43Q: 3 clusters Score -1287206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1287207.250000 Penalty: 4669.311035
	Iteration 44Q: 3 clusters Score -1287207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1287207.750000 Penalty: 4669.311035
	Iteration 45Q: 3 clusters Score -1287208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1287210.250000 Penalty: 4669.311035
	Iteration 46Q: 3 clusters Score -1287210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1287212.750000 Penalty: 4669.311035
	Iteration 47Q: 3 clusters Score -1287213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1287216.875000 Penalty: 4669.311035
	Iteration 48Q: 3 clusters Score -1287217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1287214.750000 Penalty: 4669.311035
	Iteration 49Q: 3 clusters Score -1287215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1287215.625000 Penalty: 4669.311035
	Iteration 50Q: 3 clusters Score -1287216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1287218.250000 Penalty: 4669.311035
	Iteration 51Q: 3 clusters Score -1287218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1287218.250000 Penalty: 4669.311035
	Iteration 52Q: 3 clusters Score -1287218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1287218.500000 Penalty: 4669.311035
	Iteration 53Q: 3 clusters Score -1287218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1287216.875000 Penalty: 4669.311035
	Iteration 54Q: 3 clusters Score -1287217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1287214.750000 Penalty: 4669.311035
	Iteration 55Q: 3 clusters Score -1287215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1287216.875000 Penalty: 4669.311035
	Iteration 56Q: 3 clusters Score -1287217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1287216.875000 Penalty: 4669.311035
	Iteration 57F: 3 clusters Score -1287217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Entering Unmasked Estep 
Score: -1481111.375000 Penalty: 2358.388184
	Iteration 0F: 2 clusters Score -1481111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1471186.125000 Penalty: 4716.776367
	Iteration 0F: 3 clusters Score -1471186 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1474475.500000 Penalty: 4716.776367
	Iteration 1F: 3 clusters Score -1474476 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1474935.000000 Penalty: 4716.776367
	Iteration 2F: 3 clusters Score -1474935 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1475422.750000 Penalty: 4716.776367
	Iteration 3F: 3 clusters Score -1475423 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1475917.625000 Penalty: 4716.776367
	Iteration 4F: 3 clusters Score -1475918 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1476380.875000 Penalty: 4716.776367
	Iteration 5F: 3 clusters Score -1476381 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1476860.625000 Penalty: 4716.776367
	Iteration 6Q: 3 clusters Score -1476861 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1477325.000000 Penalty: 4716.776367
	Iteration 7Q: 3 clusters Score -1477325 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1477773.000000 Penalty: 4716.776367
	Iteration 8Q: 3 clusters Score -1477773 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1478166.875000 Penalty: 4716.776367
	Iteration 9Q: 3 clusters Score -1478167 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1478512.500000 Penalty: 4716.776367
	Iteration 10Q: 3 clusters Score -1478512 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1478771.625000 Penalty: 4716.776367
	Iteration 11Q: 3 clusters Score -1478772 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1478962.375000 Penalty: 4716.776367
	Iteration 12Q: 3 clusters Score -1478962 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1479087.125000 Penalty: 4716.776367
	Iteration 13Q: 3 clusters Score -1479087 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1479174.250000 Penalty: 4716.776367
	Iteration 14Q: 3 clusters Score -1479174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1479251.750000 Penalty: 4716.776367
	Iteration 15Q: 3 clusters Score -1479252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1479307.125000 Penalty: 4716.776367
	Iteration 16Q: 3 clusters Score -1479307 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1479347.125000 Penalty: 4716.776367
	Iteration 17Q: 3 clusters Score -1479347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1479369.000000 Penalty: 4716.776367
	Iteration 18Q: 3 clusters Score -1479369 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1479391.000000 Penalty: 4716.776367
	Iteration 19Q: 3 clusters Score -1479391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1479413.125000 Penalty: 4716.776367
	Iteration 20F: 3 clusters Score -1479413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1479423.000000 Penalty: 4716.776367
	Iteration 21Q: 3 clusters Score -1479423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1479435.500000 Penalty: 4716.776367
	Iteration 22Q: 3 clusters Score -1479436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1479443.125000 Penalty: 4716.776367
	Iteration 23Q: 3 clusters Score -1479443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1479452.625000 Penalty: 4716.776367
	Iteration 24Q: 3 clusters Score -1479453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1479453.375000 Penalty: 4716.776367
	Iteration 25Q: 3 clusters Score -1479453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1479454.875000 Penalty: 4716.776367
	Iteration 26Q: 3 clusters Score -1479455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1479459.875000 Penalty: 4716.776367
	Iteration 27Q: 3 clusters Score -1479460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1479460.125000 Penalty: 4716.776367
	Iteration 28Q: 3 clusters Score -1479460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1479457.000000 Penalty: 4716.776367
	Iteration 29Q: 3 clusters Score -1479457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1479464.250000 Penalty: 4716.776367
	Iteration 30Q: 3 clusters Score -1479464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1479465.375000 Penalty: 4716.776367
	Iteration 31Q: 3 clusters Score -1479465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1479469.000000 Penalty: 4716.776367
	Iteration 32Q: 3 clusters Score -1479469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1479471.250000 Penalty: 4716.776367
	Iteration 33Q: 3 clusters Score -1479471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1479474.625000 Penalty: 4716.776367
	Iteration 34Q: 3 clusters Score -1479475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1479473.875000 Penalty: 4716.776367
	Iteration 35Q: 3 clusters Score -1479474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1479472.750000 Penalty: 4716.776367
	Iteration 36Q: 3 clusters Score -1479473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1479474.750000 Penalty: 4716.776367
	Iteration 37Q: 3 clusters Score -1479475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1479475.875000 Penalty: 4716.776367
	Iteration 38Q: 3 clusters Score -1479476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1479478.000000 Penalty: 4716.776367
	Iteration 39Q: 3 clusters Score -1479478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1479478.375000 Penalty: 4716.776367
	Iteration 40F: 3 clusters Score -1479478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1479480.125000 Penalty: 4716.776367
	Iteration 41Q: 3 clusters Score -1479480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1479481.875000 Penalty: 4716.776367
	Iteration 42Q: 3 clusters Score -1479482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1479482.375000 Penalty: 4716.776367
	Iteration 43Q: 3 clusters Score -1479482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1479481.875000 Penalty: 4716.776367
	Iteration 44Q: 3 clusters Score -1479482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1479482.625000 Penalty: 4716.776367
	Iteration 45Q: 3 clusters Score -1479483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1479482.625000 Penalty: 4716.776367
	Iteration 46F: 3 clusters Score -1479483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Entering Unmasked Estep 
Score: -664890.062500 Penalty: 2165.971191
	Iteration 0F: 2 clusters Score -664890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -659591.812500 Penalty: 4331.942383
	Iteration 0F: 3 clusters Score -659591.8 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -660902.562500 Penalty: 4331.942383
	Iteration 1F: 3 clusters Score -660902.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -661223.750000 Penalty: 4331.942383
	Iteration 2F: 3 clusters Score -661223.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -661500.562500 Penalty: 4331.942383
	Iteration 3F: 3 clusters Score -661500.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -661751.625000 Penalty: 4331.942383
	Iteration 4F: 3 clusters Score -661751.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -661966.312500 Penalty: 4331.942383
	Iteration 5F: 3 clusters Score -661966.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -662182.750000 Penalty: 4331.942383
	Iteration 6Q: 3 clusters Score -662182.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -662392.812500 Penalty: 4331.942383
	Iteration 7Q: 3 clusters Score -662392.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -662544.687500 Penalty: 4331.942383
	Iteration 8Q: 3 clusters Score -662544.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -662675.312500 Penalty: 4331.942383
	Iteration 9Q: 3 clusters Score -662675.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -662790.375000 Penalty: 4331.942383
	Iteration 10Q: 3 clusters Score -662790.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -662884.125000 Penalty: 4331.942383
	Iteration 11Q: 3 clusters Score -662884.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -662959.750000 Penalty: 4331.942383
	Iteration 12Q: 3 clusters Score -662959.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -663010.312500 Penalty: 4331.942383
	Iteration 13Q: 3 clusters Score -663010.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -663053.437500 Penalty: 4331.942383
	Iteration 14Q: 3 clusters Score -663053.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -663090.687500 Penalty: 4331.942383
	Iteration 15Q: 3 clusters Score -663090.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -663120.187500 Penalty: 4331.942383
	Iteration 16Q: 3 clusters Score -663120.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -663149.625000 Penalty: 4331.942383
	Iteration 17Q: 3 clusters Score -663149.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -663177.312500 Penalty: 4331.942383
	Iteration 18Q: 3 clusters Score -663177.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -663202.125000 Penalty: 4331.942383
	Iteration 19Q: 3 clusters Score -663202.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -663225.250000 Penalty: 4331.942383
	Iteration 20F: 3 clusters Score -663225.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -663245.125000 Penalty: 4331.942383
	Iteration 21Q: 3 clusters Score -663245.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -663260.375000 Penalty: 4331.942383
	Iteration 22Q: 3 clusters Score -663260.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -663271.875000 Penalty: 4331.942383
	Iteration 23Q: 3 clusters Score -663271.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -663285.375000 Penalty: 4331.942383
	Iteration 24Q: 3 clusters Score -663285.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -663295.750000 Penalty: 4331.942383
	Iteration 25Q: 3 clusters Score -663295.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -663301.312500 Penalty: 4331.942383
	Iteration 26Q: 3 clusters Score -663301.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -663304.187500 Penalty: 4331.942383
	Iteration 27Q: 3 clusters Score -663304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -663307.312500 Penalty: 4331.942383
	Iteration 28Q: 3 clusters Score -663307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -663309.500000 Penalty: 4331.942383
	Iteration 29Q: 3 clusters Score -663309.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -663311.875000 Penalty: 4331.942383
	Iteration 30Q: 3 clusters Score -663311.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -663314.562500 Penalty: 4331.942383
	Iteration 31Q: 3 clusters Score -663314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -663317.562500 Penalty: 4331.942383
	Iteration 32Q: 3 clusters Score -663317.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -663320.000000 Penalty: 4331.942383
	Iteration 33Q: 3 clusters Score -663320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -663320.312500 Penalty: 4331.942383
	Iteration 34Q: 3 clusters Score -663320.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -663320.875000 Penalty: 4331.942383
	Iteration 35Q: 3 clusters Score -663320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -663324.250000 Penalty: 4331.942383
	Iteration 36Q: 3 clusters Score -663324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -663325.625000 Penalty: 4331.942383
	Iteration 37Q: 3 clusters Score -663325.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -663328.937500 Penalty: 4331.942383
	Iteration 38Q: 3 clusters Score -663328.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -663331.062500 Penalty: 4331.942383
	Iteration 39Q: 3 clusters Score -663331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -663331.687500 Penalty: 4331.942383
	Iteration 40F: 3 clusters Score -663331.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -663335.062500 Penalty: 4331.942383
	Iteration 41Q: 3 clusters Score -663335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -663336.625000 Penalty: 4331.942383
	Iteration 42Q: 3 clusters Score -663336.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -663336.625000 Penalty: 4331.942383
	Iteration 43F: 3 clusters Score -663336.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Entering Unmasked Estep 
Score: -1065354.250000 Penalty: 2258.145020
	Iteration 0F: 2 clusters Score -1065354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1058399.500000 Penalty: 4516.290039
	Iteration 0F: 3 clusters Score -1058400 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1060386.000000 Penalty: 4516.290039
	Iteration 1F: 3 clusters Score -1060386 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1060727.125000 Penalty: 4516.290039
	Iteration 2F: 3 clusters Score -1060727 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1060993.750000 Penalty: 4516.290039
	Iteration 3F: 3 clusters Score -1060994 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1061217.000000 Penalty: 4516.290039
	Iteration 4Q: 3 clusters Score -1061217 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1061421.000000 Penalty: 4516.290039
	Iteration 5Q: 3 clusters Score -1061421 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1061651.875000 Penalty: 4516.290039
	Iteration 6Q: 3 clusters Score -1061652 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1061866.000000 Penalty: 4516.290039
	Iteration 7Q: 3 clusters Score -1061866 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1062068.000000 Penalty: 4516.290039
	Iteration 8Q: 3 clusters Score -1062068 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1062285.250000 Penalty: 4516.290039
	Iteration 9Q: 3 clusters Score -1062285 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1062513.125000 Penalty: 4516.290039
	Iteration 10Q: 3 clusters Score -1062513 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1062748.500000 Penalty: 4516.290039
	Iteration 11Q: 3 clusters Score -1062748 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1062977.250000 Penalty: 4516.290039
	Iteration 12Q: 3 clusters Score -1062977 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1063200.500000 Penalty: 4516.290039
	Iteration 13Q: 3 clusters Score -1063200 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1063425.250000 Penalty: 4516.290039
	Iteration 14Q: 3 clusters Score -1063425 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1063656.875000 Penalty: 4516.290039
	Iteration 15Q: 3 clusters Score -1063657 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1063866.875000 Penalty: 4516.290039
	Iteration 16Q: 3 clusters Score -1063867 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1064084.750000 Penalty: 4516.290039
	Iteration 17Q: 3 clusters Score -1064085 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1064336.625000 Penalty: 4516.290039
	Iteration 18Q: 3 clusters Score -1064337 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1064668.500000 Penalty: 4516.290039
	Iteration 19Q: 3 clusters Score -1064668 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1065146.125000 Penalty: 4516.290039
	Iteration 20F: 3 clusters Score -1065146 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1065447.000000 Penalty: 4516.290039
	Iteration 21Q: 3 clusters Score -1065447 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1065547.000000 Penalty: 4516.290039
	Iteration 22Q: 3 clusters Score -1065547 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1065596.875000 Penalty: 4516.290039
	Iteration 23Q: 3 clusters Score -1065597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1065618.750000 Penalty: 4516.290039
	Iteration 24Q: 3 clusters Score -1065619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1065629.750000 Penalty: 4516.290039
	Iteration 25Q: 3 clusters Score -1065630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1065635.875000 Penalty: 4516.290039
	Iteration 26Q: 3 clusters Score -1065636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1065640.000000 Penalty: 4516.290039
	Iteration 27Q: 3 clusters Score -1065640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1065639.250000 Penalty: 4516.290039
	Iteration 28Q: 3 clusters Score -1065639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1065639.750000 Penalty: 4516.290039
	Iteration 29Q: 3 clusters Score -1065640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1065640.875000 Penalty: 4516.290039
	Iteration 30Q: 3 clusters Score -1065641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1065641.500000 Penalty: 4516.290039
	Iteration 31Q: 3 clusters Score -1065642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1065640.625000 Penalty: 4516.290039
	Iteration 32Q: 3 clusters Score -1065641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1065641.875000 Penalty: 4516.290039
	Iteration 33Q: 3 clusters Score -1065642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1065641.875000 Penalty: 4516.290039
	Iteration 34F: 3 clusters Score -1065642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7060 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12549 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 18224 members 
Mstep: Class 22 contains 31028 members 
Mstep: Class 23 contains 7644 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15249 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 6190 members 
Entering Unmasked Estep 
Score: -35718092.000000 Penalty: 94338.273438
Splitting cluster 16 changes total score from -35718592.000000 to -35718092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (9664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Entering Unmasked Estep 
Score: -1019822.062500 Penalty: 2275.688477
	Iteration 0F: 2 clusters Score -1019822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1012353.937500 Penalty: 4551.376953
	Iteration 0F: 3 clusters Score -1012354 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1014856.125000 Penalty: 4551.376953
	Iteration 1F: 3 clusters Score -1014856 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1015421.062500 Penalty: 4551.376953
	Iteration 2F: 3 clusters Score -1015421 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1015919.062500 Penalty: 4551.376953
	Iteration 3F: 3 clusters Score -1015919 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1016371 nChanged 535
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Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1016993 nChanged 393
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Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4374 members 
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	Iteration 7Q: 3 clusters Score -1017241 nChanged 348
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	Iteration 8Q: 3 clusters Score -1017437 nChanged 299
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Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1017607.062500 Penalty: 4551.376953
	Iteration 9Q: 3 clusters Score -1017607 nChanged 255
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Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1017727.062500 Penalty: 4551.376953
	Iteration 10Q: 3 clusters Score -1017727 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1017811.312500 Penalty: 4551.376953
	Iteration 11Q: 3 clusters Score -1017811 nChanged 160
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Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1017860.750000 Penalty: 4551.376953
	Iteration 12Q: 3 clusters Score -1017861 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1017894.125000 Penalty: 4551.376953
	Iteration 13Q: 3 clusters Score -1017894 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1017914.875000 Penalty: 4551.376953
	Iteration 14Q: 3 clusters Score -1017915 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1017938.812500 Penalty: 4551.376953
	Iteration 15Q: 3 clusters Score -1017939 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1017957.562500 Penalty: 4551.376953
	Iteration 16Q: 3 clusters Score -1017958 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1017972.812500 Penalty: 4551.376953
	Iteration 17Q: 3 clusters Score -1017973 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1017988 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1017997.062500 Penalty: 4551.376953
	Iteration 19Q: 3 clusters Score -1017997 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1018008.312500 Penalty: 4551.376953
	Iteration 20F: 3 clusters Score -1018008 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1018013.312500 Penalty: 4551.376953
	Iteration 21Q: 3 clusters Score -1018013 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1018022.312500 Penalty: 4551.376953
	Iteration 22Q: 3 clusters Score -1018022 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1018027.312500 Penalty: 4551.376953
	Iteration 23Q: 3 clusters Score -1018027 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1018031.562500 Penalty: 4551.376953
	Iteration 24Q: 3 clusters Score -1018032 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1018037.562500 Penalty: 4551.376953
	Iteration 25Q: 3 clusters Score -1018038 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1018039 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1018041.437500 Penalty: 4551.376953
	Iteration 27Q: 3 clusters Score -1018041 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1018042.500000 Penalty: 4551.376953
	Iteration 28Q: 3 clusters Score -1018042 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1018047.500000 Penalty: 4551.376953
	Iteration 29Q: 3 clusters Score -1018048 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1018047 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5224 members 
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Entering Unmasked Estep 
Score: -1018050.062500 Penalty: 4551.376953
	Iteration 31Q: 3 clusters Score -1018050 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1018056.812500 Penalty: 4551.376953
	Iteration 32Q: 3 clusters Score -1018057 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5227 members 
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Entering Unmasked Estep 
Score: -1018059.875000 Penalty: 4551.376953
	Iteration 33Q: 3 clusters Score -1018060 nChanged 23
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1018063 nChanged 30
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	Iteration 35Q: 3 clusters Score -1018073 nChanged 21
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1018076 nChanged 15
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1018077 nChanged 9
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Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1018080 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1018081.000000 Penalty: 4551.376953
	Iteration 39Q: 3 clusters Score -1018081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1018082.437500 Penalty: 4551.376953
	Iteration 40F: 3 clusters Score -1018082 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1018087.437500 Penalty: 4551.376953
	Iteration 41Q: 3 clusters Score -1018087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1018092.875000 Penalty: 4551.376953
	Iteration 42Q: 3 clusters Score -1018093 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1018096.375000 Penalty: 4551.376953
	Iteration 43Q: 3 clusters Score -1018096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1018095.437500 Penalty: 4551.376953
	Iteration 44Q: 3 clusters Score -1018095 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1018098.750000 Penalty: 4551.376953
	Iteration 45Q: 3 clusters Score -1018099 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1018101.187500 Penalty: 4551.376953
	Iteration 46Q: 3 clusters Score -1018101 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1018106.000000 Penalty: 4551.376953
	Iteration 47Q: 3 clusters Score -1018106 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1018105.687500 Penalty: 4551.376953
	Iteration 48Q: 3 clusters Score -1018106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1018109.562500 Penalty: 4551.376953
	Iteration 49Q: 3 clusters Score -1018110 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1018113.062500 Penalty: 4551.376953
	Iteration 50Q: 3 clusters Score -1018113 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -1018122.250000 Penalty: 4551.376953
	Iteration 51Q: 3 clusters Score -1018122 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1018126.937500 Penalty: 4551.376953
	Iteration 52Q: 3 clusters Score -1018127 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1018129.687500 Penalty: 4551.376953
	Iteration 53Q: 3 clusters Score -1018130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1018135.437500 Penalty: 4551.376953
	Iteration 54Q: 3 clusters Score -1018135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1018139.000000 Penalty: 4551.376953
	Iteration 55Q: 3 clusters Score -1018139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1018141.437500 Penalty: 4551.376953
	Iteration 56Q: 3 clusters Score -1018141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1018149.000000 Penalty: 4551.376953
	Iteration 57Q: 3 clusters Score -1018149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1018160.500000 Penalty: 4551.376953
	Iteration 58Q: 3 clusters Score -1018160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1018162.250000 Penalty: 4551.376953
	Iteration 59Q: 3 clusters Score -1018162 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1018167.937500 Penalty: 4551.376953
	Iteration 60F: 3 clusters Score -1018168 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1018172.375000 Penalty: 4551.376953
	Iteration 61Q: 3 clusters Score -1018172 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1018178.000000 Penalty: 4551.376953
	Iteration 62Q: 3 clusters Score -1018178 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1018176.562500 Penalty: 4551.376953
	Iteration 63Q: 3 clusters Score -1018177 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1018178.937500 Penalty: 4551.376953
	Iteration 64Q: 3 clusters Score -1018179 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1018179.812500 Penalty: 4551.376953
	Iteration 65Q: 3 clusters Score -1018180 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1018180.750000 Penalty: 4551.376953
	Iteration 66Q: 3 clusters Score -1018181 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1018181.437500 Penalty: 4551.376953
	Iteration 67Q: 3 clusters Score -1018181 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1018183.312500 Penalty: 4551.376953
	Iteration 68Q: 3 clusters Score -1018183 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1018183.750000 Penalty: 4551.376953
	Iteration 69Q: 3 clusters Score -1018184 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1018184.375000 Penalty: 4551.376953
	Iteration 70Q: 3 clusters Score -1018184 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1018183.875000 Penalty: 4551.376953
	Iteration 71Q: 3 clusters Score -1018184 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1018185.812500 Penalty: 4551.376953
	Iteration 72Q: 3 clusters Score -1018186 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1018188.812500 Penalty: 4551.376953
	Iteration 73Q: 3 clusters Score -1018189 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1018189 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1018190 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5190 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1018188 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1018188.437500 Penalty: 4551.376953
	Iteration 77Q: 3 clusters Score -1018188 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1018190 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1018190 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1018190.500000 Penalty: 4551.376953
	Iteration 80F: 3 clusters Score -1018190 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1018191 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1018195 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1018198.500000 Penalty: 4551.376953
	Iteration 83Q: 3 clusters Score -1018198 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1018196 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1018196.250000 Penalty: 4551.376953
	Iteration 85Q: 3 clusters Score -1018196 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1018198.937500 Penalty: 4551.376953
	Iteration 86Q: 3 clusters Score -1018199 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1018198 nChanged 0
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Mstep: Class 1 contains 5183 members 
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Entering Unmasked Estep 
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	Iteration 88F: 3 clusters Score -1018198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12159 members 
Entering Unmasked Estep 
Score: -1460844.000000 Penalty: 2332.644531
	Iteration 0F: 2 clusters Score -1460844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1451759 nChanged 5184
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Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1454663 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1455195 nChanged 809
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1455902.875000 Penalty: 4665.289062
	Iteration 3F: 3 clusters Score -1455903 nChanged 916
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1457001.750000 Penalty: 4665.289062
	Iteration 4F: 3 clusters Score -1457002 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1458233.625000 Penalty: 4665.289062
	Iteration 5F: 3 clusters Score -1458234 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1459321.875000 Penalty: 4665.289062
	Iteration 6F: 3 clusters Score -1459322 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1460020.375000 Penalty: 4665.289062
	Iteration 7F: 3 clusters Score -1460020 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1460456.250000 Penalty: 4665.289062
	Iteration 8Q: 3 clusters Score -1460456 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1460772.250000 Penalty: 4665.289062
	Iteration 9Q: 3 clusters Score -1460772 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1461002.625000 Penalty: 4665.289062
	Iteration 10Q: 3 clusters Score -1461003 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1461153.625000 Penalty: 4665.289062
	Iteration 11Q: 3 clusters Score -1461154 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1461246.625000 Penalty: 4665.289062
	Iteration 12Q: 3 clusters Score -1461247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1461299.125000 Penalty: 4665.289062
	Iteration 13Q: 3 clusters Score -1461299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1461337.750000 Penalty: 4665.289062
	Iteration 14Q: 3 clusters Score -1461338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1461364.375000 Penalty: 4665.289062
	Iteration 15Q: 3 clusters Score -1461364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1461381.875000 Penalty: 4665.289062
	Iteration 16Q: 3 clusters Score -1461382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1461391.375000 Penalty: 4665.289062
	Iteration 17Q: 3 clusters Score -1461391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1461397.750000 Penalty: 4665.289062
	Iteration 18Q: 3 clusters Score -1461398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1461403.375000 Penalty: 4665.289062
	Iteration 19Q: 3 clusters Score -1461403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1461407.125000 Penalty: 4665.289062
	Iteration 20F: 3 clusters Score -1461407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1461410.750000 Penalty: 4665.289062
	Iteration 21Q: 3 clusters Score -1461411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1461409.500000 Penalty: 4665.289062
	Iteration 22Q: 3 clusters Score -1461410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1461412.625000 Penalty: 4665.289062
	Iteration 23Q: 3 clusters Score -1461413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1461414.000000 Penalty: 4665.289062
	Iteration 24Q: 3 clusters Score -1461414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1461413.625000 Penalty: 4665.289062
	Iteration 25Q: 3 clusters Score -1461414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1461414.125000 Penalty: 4665.289062
	Iteration 26Q: 3 clusters Score -1461414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1461410.125000 Penalty: 4665.289062
	Iteration 27Q: 3 clusters Score -1461410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1461412.375000 Penalty: 4665.289062
	Iteration 28Q: 3 clusters Score -1461412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1461410.875000 Penalty: 4665.289062
	Iteration 29Q: 3 clusters Score -1461411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1461410.875000 Penalty: 4665.289062
	Iteration 30F: 3 clusters Score -1461411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7060 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12549 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 18224 members 
Mstep: Class 22 contains 31028 members 
Mstep: Class 23 contains 7644 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15249 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 6853 members 
Entering Unmasked Estep 
Score: -35718388.000000 Penalty: 94338.273438
Splitting cluster 18 changes total score from -35718592.000000 to -35718388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (10167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Entering Unmasked Estep 
Score: -1212366.875000 Penalty: 2288.271729
	Iteration 0F: 2 clusters Score -1212367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1204576.000000 Penalty: 4576.543457
	Iteration 0F: 3 clusters Score -1204576 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1206842.375000 Penalty: 4576.543457
	Iteration 1F: 3 clusters Score -1206842 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1207149.125000 Penalty: 4576.543457
	Iteration 2F: 3 clusters Score -1207149 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1207376.500000 Penalty: 4576.543457
	Iteration 3F: 3 clusters Score -1207376 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1207587.625000 Penalty: 4576.543457
	Iteration 4Q: 3 clusters Score -1207588 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1207782.500000 Penalty: 4576.543457
	Iteration 5Q: 3 clusters Score -1207782 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1207926.750000 Penalty: 4576.543457
	Iteration 6Q: 3 clusters Score -1207927 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1208081.125000 Penalty: 4576.543457
	Iteration 7Q: 3 clusters Score -1208081 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1208257.125000 Penalty: 4576.543457
	Iteration 8Q: 3 clusters Score -1208257 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1208429.875000 Penalty: 4576.543457
	Iteration 9Q: 3 clusters Score -1208430 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1208632.125000 Penalty: 4576.543457
	Iteration 10Q: 3 clusters Score -1208632 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1208842.375000 Penalty: 4576.543457
	Iteration 11Q: 3 clusters Score -1208842 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1209087.250000 Penalty: 4576.543457
	Iteration 12Q: 3 clusters Score -1209087 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1209349.125000 Penalty: 4576.543457
	Iteration 13Q: 3 clusters Score -1209349 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1209596.875000 Penalty: 4576.543457
	Iteration 14Q: 3 clusters Score -1209597 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1209824.625000 Penalty: 4576.543457
	Iteration 15Q: 3 clusters Score -1209825 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1210046.500000 Penalty: 4576.543457
	Iteration 16Q: 3 clusters Score -1210046 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1210233.750000 Penalty: 4576.543457
	Iteration 17Q: 3 clusters Score -1210234 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1210379.500000 Penalty: 4576.543457
	Iteration 18Q: 3 clusters Score -1210380 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1210475.125000 Penalty: 4576.543457
	Iteration 19Q: 3 clusters Score -1210475 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1210556.625000 Penalty: 4576.543457
	Iteration 20F: 3 clusters Score -1210557 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1210606.875000 Penalty: 4576.543457
	Iteration 21Q: 3 clusters Score -1210607 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1210655.375000 Penalty: 4576.543457
	Iteration 22Q: 3 clusters Score -1210655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1210701.625000 Penalty: 4576.543457
	Iteration 23Q: 3 clusters Score -1210702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1210735.000000 Penalty: 4576.543457
	Iteration 24Q: 3 clusters Score -1210735 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1210759.625000 Penalty: 4576.543457
	Iteration 25Q: 3 clusters Score -1210760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1210773.625000 Penalty: 4576.543457
	Iteration 26Q: 3 clusters Score -1210774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1210782.000000 Penalty: 4576.543457
	Iteration 27Q: 3 clusters Score -1210782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1210787.500000 Penalty: 4576.543457
	Iteration 28Q: 3 clusters Score -1210788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1210794.500000 Penalty: 4576.543457
	Iteration 29Q: 3 clusters Score -1210794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1210798.000000 Penalty: 4576.543457
	Iteration 30Q: 3 clusters Score -1210798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1210800.500000 Penalty: 4576.543457
	Iteration 31Q: 3 clusters Score -1210800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1210800.125000 Penalty: 4576.543457
	Iteration 32Q: 3 clusters Score -1210800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1210800.250000 Penalty: 4576.543457
	Iteration 33Q: 3 clusters Score -1210800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1210800.250000 Penalty: 4576.543457
	Iteration 34F: 3 clusters Score -1210800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Entering Unmasked Estep 
Score: -2101494.750000 Penalty: 2442.140381
	Iteration 0F: 2 clusters Score -2101495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2088174.250000 Penalty: 4884.280762
	Iteration 0F: 3 clusters Score -2088174 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2092670.125000 Penalty: 4884.280762
	Iteration 1F: 3 clusters Score -2092670 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2093146.250000 Penalty: 4884.280762
	Iteration 2F: 3 clusters Score -2093146 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2093532.250000 Penalty: 4884.280762
	Iteration 3Q: 3 clusters Score -2093532 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2093917.125000 Penalty: 4884.280762
	Iteration 4Q: 3 clusters Score -2093917 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2094320.625000 Penalty: 4884.280762
	Iteration 5Q: 3 clusters Score -2094321 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2094782.125000 Penalty: 4884.280762
	Iteration 6Q: 3 clusters Score -2094782 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2095304.250000 Penalty: 4884.280762
	Iteration 7Q: 3 clusters Score -2095304 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2095839.125000 Penalty: 4884.280762
	Iteration 8Q: 3 clusters Score -2095839 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2096427.625000 Penalty: 4884.280762
	Iteration 9Q: 3 clusters Score -2096428 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2097016.625000 Penalty: 4884.280762
	Iteration 10Q: 3 clusters Score -2097017 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2097618.000000 Penalty: 4884.280762
	Iteration 11Q: 3 clusters Score -2097618 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2098068.500000 Penalty: 4884.280762
	Iteration 12Q: 3 clusters Score -2098068 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2098404.500000 Penalty: 4884.280762
	Iteration 13Q: 3 clusters Score -2098404 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2098620.500000 Penalty: 4884.280762
	Iteration 14Q: 3 clusters Score -2098620 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2098755.250000 Penalty: 4884.280762
	Iteration 15Q: 3 clusters Score -2098755 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2098870.000000 Penalty: 4884.280762
	Iteration 16Q: 3 clusters Score -2098870 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2098961.500000 Penalty: 4884.280762
	Iteration 17Q: 3 clusters Score -2098962 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2099048.750000 Penalty: 4884.280762
	Iteration 18Q: 3 clusters Score -2099049 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2099116.250000 Penalty: 4884.280762
	Iteration 19Q: 3 clusters Score -2099116 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2099181.000000 Penalty: 4884.280762
	Iteration 20F: 3 clusters Score -2099181 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2099221.500000 Penalty: 4884.280762
	Iteration 21Q: 3 clusters Score -2099222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2099244.750000 Penalty: 4884.280762
	Iteration 22Q: 3 clusters Score -2099245 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2099272.250000 Penalty: 4884.280762
	Iteration 23Q: 3 clusters Score -2099272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2099304.000000 Penalty: 4884.280762
	Iteration 24Q: 3 clusters Score -2099304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2099322.500000 Penalty: 4884.280762
	Iteration 25Q: 3 clusters Score -2099322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2099343.500000 Penalty: 4884.280762
	Iteration 26Q: 3 clusters Score -2099344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2099363.250000 Penalty: 4884.280762
	Iteration 27Q: 3 clusters Score -2099363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2099398.000000 Penalty: 4884.280762
	Iteration 28Q: 3 clusters Score -2099398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2099409.250000 Penalty: 4884.280762
	Iteration 29Q: 3 clusters Score -2099409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2099422.500000 Penalty: 4884.280762
	Iteration 30Q: 3 clusters Score -2099422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2099441.500000 Penalty: 4884.280762
	Iteration 31Q: 3 clusters Score -2099442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2099453.500000 Penalty: 4884.280762
	Iteration 32Q: 3 clusters Score -2099454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2099472.500000 Penalty: 4884.280762
	Iteration 33Q: 3 clusters Score -2099472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2099483.500000 Penalty: 4884.280762
	Iteration 34Q: 3 clusters Score -2099484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2099489.250000 Penalty: 4884.280762
	Iteration 35Q: 3 clusters Score -2099489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2099502.500000 Penalty: 4884.280762
	Iteration 36Q: 3 clusters Score -2099502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2099507.500000 Penalty: 4884.280762
	Iteration 37Q: 3 clusters Score -2099508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2099506.000000 Penalty: 4884.280762
	Iteration 38Q: 3 clusters Score -2099506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2099516.750000 Penalty: 4884.280762
	Iteration 39Q: 3 clusters Score -2099517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2099524.250000 Penalty: 4884.280762
	Iteration 40F: 3 clusters Score -2099524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2099524.500000 Penalty: 4884.280762
	Iteration 41Q: 3 clusters Score -2099524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2099526.000000 Penalty: 4884.280762
	Iteration 42Q: 3 clusters Score -2099526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2099527.000000 Penalty: 4884.280762
	Iteration 43Q: 3 clusters Score -2099527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2099528.500000 Penalty: 4884.280762
	Iteration 44Q: 3 clusters Score -2099528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2099535.250000 Penalty: 4884.280762
	Iteration 45Q: 3 clusters Score -2099535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2099545.000000 Penalty: 4884.280762
	Iteration 46Q: 3 clusters Score -2099545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2099544.000000 Penalty: 4884.280762
	Iteration 47Q: 3 clusters Score -2099544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2099546.500000 Penalty: 4884.280762
	Iteration 48Q: 3 clusters Score -2099546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2099550.750000 Penalty: 4884.280762
	Iteration 49Q: 3 clusters Score -2099551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2099551.250000 Penalty: 4884.280762
	Iteration 50Q: 3 clusters Score -2099551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2099553.250000 Penalty: 4884.280762
	Iteration 51Q: 3 clusters Score -2099553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2099555.250000 Penalty: 4884.280762
	Iteration 52Q: 3 clusters Score -2099555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2099556.750000 Penalty: 4884.280762
	Iteration 53Q: 3 clusters Score -2099557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2099560.250000 Penalty: 4884.280762
	Iteration 54Q: 3 clusters Score -2099560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2099563.750000 Penalty: 4884.280762
	Iteration 55Q: 3 clusters Score -2099564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2099562.000000 Penalty: 4884.280762
	Iteration 56Q: 3 clusters Score -2099562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2099564.000000 Penalty: 4884.280762
	Iteration 57Q: 3 clusters Score -2099564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2099564.000000 Penalty: 4884.280762
	Iteration 58F: 3 clusters Score -2099564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Entering Unmasked Estep 
Score: -2152335.500000 Penalty: 2433.002686
	Iteration 0F: 2 clusters Score -2152336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2139341.000000 Penalty: 4866.005371
	Iteration 0F: 3 clusters Score -2139341 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2143886.000000 Penalty: 4866.005371
	Iteration 1F: 3 clusters Score -2143886 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2144790.750000 Penalty: 4866.005371
	Iteration 2F: 3 clusters Score -2144791 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2146107.750000 Penalty: 4866.005371
	Iteration 3F: 3 clusters Score -2146108 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2147669.000000 Penalty: 4866.005371
	Iteration 4F: 3 clusters Score -2147669 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2149036.000000 Penalty: 4866.005371
	Iteration 5F: 3 clusters Score -2149036 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2150041.750000 Penalty: 4866.005371
	Iteration 6F: 3 clusters Score -2150042 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2150755.500000 Penalty: 4866.005371
	Iteration 7F: 3 clusters Score -2150756 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2151171.750000 Penalty: 4866.005371
	Iteration 8Q: 3 clusters Score -2151172 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2151416.250000 Penalty: 4866.005371
	Iteration 9Q: 3 clusters Score -2151416 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2151593.750000 Penalty: 4866.005371
	Iteration 10Q: 3 clusters Score -2151594 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2151749.000000 Penalty: 4866.005371
	Iteration 11Q: 3 clusters Score -2151749 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2151872.500000 Penalty: 4866.005371
	Iteration 12Q: 3 clusters Score -2151872 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2151961.000000 Penalty: 4866.005371
	Iteration 13Q: 3 clusters Score -2151961 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2152056.750000 Penalty: 4866.005371
	Iteration 14Q: 3 clusters Score -2152057 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2152169.750000 Penalty: 4866.005371
	Iteration 15Q: 3 clusters Score -2152170 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2152300.000000 Penalty: 4866.005371
	Iteration 16Q: 3 clusters Score -2152300 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2152380.250000 Penalty: 4866.005371
	Iteration 17Q: 3 clusters Score -2152380 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2152458.750000 Penalty: 4866.005371
	Iteration 18Q: 3 clusters Score -2152459 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2152495.250000 Penalty: 4866.005371
	Iteration 19Q: 3 clusters Score -2152495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2152528.250000 Penalty: 4866.005371
	Iteration 20F: 3 clusters Score -2152528 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2152548.250000 Penalty: 4866.005371
	Iteration 21Q: 3 clusters Score -2152548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2152561.500000 Penalty: 4866.005371
	Iteration 22Q: 3 clusters Score -2152562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2152569.250000 Penalty: 4866.005371
	Iteration 23Q: 3 clusters Score -2152569 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2152579.250000 Penalty: 4866.005371
	Iteration 24Q: 3 clusters Score -2152579 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2152586.750000 Penalty: 4866.005371
	Iteration 25Q: 3 clusters Score -2152587 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2152588.750000 Penalty: 4866.005371
	Iteration 26Q: 3 clusters Score -2152589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2152591.500000 Penalty: 4866.005371
	Iteration 27Q: 3 clusters Score -2152592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2152594.250000 Penalty: 4866.005371
	Iteration 28Q: 3 clusters Score -2152594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2152596.250000 Penalty: 4866.005371
	Iteration 29Q: 3 clusters Score -2152596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2152591.500000 Penalty: 4866.005371
	Iteration 30Q: 3 clusters Score -2152592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2152594.750000 Penalty: 4866.005371
	Iteration 31Q: 3 clusters Score -2152595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2152593.750000 Penalty: 4866.005371
	Iteration 32Q: 3 clusters Score -2152594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2152595.250000 Penalty: 4866.005371
	Iteration 33Q: 3 clusters Score -2152595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2152597.250000 Penalty: 4866.005371
	Iteration 34Q: 3 clusters Score -2152597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2152599.250000 Penalty: 4866.005371
	Iteration 35Q: 3 clusters Score -2152599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2152596.750000 Penalty: 4866.005371
	Iteration 36Q: 3 clusters Score -2152597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2152596.750000 Penalty: 4866.005371
	Iteration 37Q: 3 clusters Score -2152597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2152599.500000 Penalty: 4866.005371
	Iteration 38Q: 3 clusters Score -2152600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2152602.000000 Penalty: 4866.005371
	Iteration 39Q: 3 clusters Score -2152602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2152600.750000 Penalty: 4866.005371
	Iteration 40F: 3 clusters Score -2152601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2152603.500000 Penalty: 4866.005371
	Iteration 41Q: 3 clusters Score -2152604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2152603.500000 Penalty: 4866.005371
	Iteration 42Q: 3 clusters Score -2152604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2152602.250000 Penalty: 4866.005371
	Iteration 43Q: 3 clusters Score -2152602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2152602.250000 Penalty: 4866.005371
	Iteration 44F: 3 clusters Score -2152602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7060 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12549 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 8511 members 
Mstep: Class 22 contains 31028 members 
Mstep: Class 23 contains 7644 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15249 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 9713 members 
Entering Unmasked Estep 
Score: -35718092.000000 Penalty: 94338.273438
Splitting cluster 21 changes total score from -35718592.000000 to -35718092.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (31028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Entering Unmasked Estep 
Score: -3457592.250000 Penalty: 2564.976074
	Iteration 0F: 2 clusters Score -3457592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3436449.000000 Penalty: 5129.952148
	Iteration 0F: 3 clusters Score -3436449 nChanged 13932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3444436.000000 Penalty: 5129.952148
	Iteration 1F: 3 clusters Score -3444436 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3445287.000000 Penalty: 5129.952148
	Iteration 2F: 3 clusters Score -3445287 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3446232.250000 Penalty: 5129.952148
	Iteration 3F: 3 clusters Score -3446232 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3447161.750000 Penalty: 5129.952148
	Iteration 4F: 3 clusters Score -3447162 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3448155.750000 Penalty: 5129.952148
	Iteration 5F: 3 clusters Score -3448156 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3449122.500000 Penalty: 5129.952148
	Iteration 6F: 3 clusters Score -3449122 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3450016.750000 Penalty: 5129.952148
	Iteration 7F: 3 clusters Score -3450017 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3450746 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3451335.250000 Penalty: 5129.952148
	Iteration 9Q: 3 clusters Score -3451335 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3451734.500000 Penalty: 5129.952148
	Iteration 10Q: 3 clusters Score -3451734 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -3452019.000000 Penalty: 5129.952148
	Iteration 11Q: 3 clusters Score -3452019 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3452196.000000 Penalty: 5129.952148
	Iteration 12Q: 3 clusters Score -3452196 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3452305.000000 Penalty: 5129.952148
	Iteration 13Q: 3 clusters Score -3452305 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3452376.250000 Penalty: 5129.952148
	Iteration 14Q: 3 clusters Score -3452376 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3452424.750000 Penalty: 5129.952148
	Iteration 15Q: 3 clusters Score -3452425 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3452494 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3452554.250000 Penalty: 5129.952148
	Iteration 17Q: 3 clusters Score -3452554 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3452596 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3452623.250000 Penalty: 5129.952148
	Iteration 19Q: 3 clusters Score -3452623 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3452691 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3452731.500000 Penalty: 5129.952148
	Iteration 21Q: 3 clusters Score -3452732 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3452767.500000 Penalty: 5129.952148
	Iteration 22Q: 3 clusters Score -3452768 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3452840.750000 Penalty: 5129.952148
	Iteration 23Q: 3 clusters Score -3452841 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3452925.500000 Penalty: 5129.952148
	Iteration 24Q: 3 clusters Score -3452926 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3452991.000000 Penalty: 5129.952148
	Iteration 25Q: 3 clusters Score -3452991 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3453047.500000 Penalty: 5129.952148
	Iteration 26Q: 3 clusters Score -3453048 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3453128.000000 Penalty: 5129.952148
	Iteration 27Q: 3 clusters Score -3453128 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3453189.250000 Penalty: 5129.952148
	Iteration 28Q: 3 clusters Score -3453189 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3453265.750000 Penalty: 5129.952148
	Iteration 29Q: 3 clusters Score -3453266 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3453328.250000 Penalty: 5129.952148
	Iteration 30Q: 3 clusters Score -3453328 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3453381.000000 Penalty: 5129.952148
	Iteration 31Q: 3 clusters Score -3453381 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3453445 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3453496 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3453564 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3453607.250000 Penalty: 5129.952148
	Iteration 35Q: 3 clusters Score -3453607 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -3453637.500000 Penalty: 5129.952148
	Iteration 36Q: 3 clusters Score -3453638 nChanged 226
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Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3453678 nChanged 216
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Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3453732.750000 Penalty: 5129.952148
	Iteration 38Q: 3 clusters Score -3453733 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3453802.500000 Penalty: 5129.952148
	Iteration 39Q: 3 clusters Score -3453802 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -3453850.250000 Penalty: 5129.952148
	Iteration 40F: 3 clusters Score -3453850 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3453914 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3453969 nChanged 235
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Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3454019.750000 Penalty: 5129.952148
	Iteration 43Q: 3 clusters Score -3454020 nChanged 224
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Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3454060 nChanged 243
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Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -3454131.500000 Penalty: 5129.952148
	Iteration 45Q: 3 clusters Score -3454132 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3454197.750000 Penalty: 5129.952148
	Iteration 46Q: 3 clusters Score -3454198 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3454257.250000 Penalty: 5129.952148
	Iteration 47Q: 3 clusters Score -3454257 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3454312.500000 Penalty: 5129.952148
	Iteration 48Q: 3 clusters Score -3454312 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3454371.500000 Penalty: 5129.952148
	Iteration 49Q: 3 clusters Score -3454372 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3454451.250000 Penalty: 5129.952148
	Iteration 50Q: 3 clusters Score -3454451 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3454522.000000 Penalty: 5129.952148
	Iteration 51Q: 3 clusters Score -3454522 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3454576 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3454623 nChanged 243
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Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3454710.500000 Penalty: 5129.952148
	Iteration 54Q: 3 clusters Score -3454710 nChanged 236
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Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3454766 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3454833.000000 Penalty: 5129.952148
	Iteration 56Q: 3 clusters Score -3454833 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3454900.750000 Penalty: 5129.952148
	Iteration 57Q: 3 clusters Score -3454901 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3454954.750000 Penalty: 5129.952148
	Iteration 58Q: 3 clusters Score -3454955 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3455025.250000 Penalty: 5129.952148
	Iteration 59Q: 3 clusters Score -3455025 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3455084.500000 Penalty: 5129.952148
	Iteration 60F: 3 clusters Score -3455084 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3455147.750000 Penalty: 5129.952148
	Iteration 61Q: 3 clusters Score -3455148 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3455220.500000 Penalty: 5129.952148
	Iteration 62Q: 3 clusters Score -3455220 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3455290.750000 Penalty: 5129.952148
	Iteration 63Q: 3 clusters Score -3455291 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3455348.000000 Penalty: 5129.952148
	Iteration 64Q: 3 clusters Score -3455348 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3455397.750000 Penalty: 5129.952148
	Iteration 65Q: 3 clusters Score -3455398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3455450.500000 Penalty: 5129.952148
	Iteration 66Q: 3 clusters Score -3455450 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -3455499.250000 Penalty: 5129.952148
	Iteration 67Q: 3 clusters Score -3455499 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3455556.250000 Penalty: 5129.952148
	Iteration 68Q: 3 clusters Score -3455556 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3455582.250000 Penalty: 5129.952148
	Iteration 69Q: 3 clusters Score -3455582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3455613.500000 Penalty: 5129.952148
	Iteration 70Q: 3 clusters Score -3455614 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3455631.500000 Penalty: 5129.952148
	Iteration 71Q: 3 clusters Score -3455632 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28420 members 
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Entering Unmasked Estep 
Score: -3455644.500000 Penalty: 5129.952148
	Iteration 72Q: 3 clusters Score -3455644 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3455657.000000 Penalty: 5129.952148
	Iteration 73Q: 3 clusters Score -3455657 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3455671.000000 Penalty: 5129.952148
	Iteration 74Q: 3 clusters Score -3455671 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3455687.000000 Penalty: 5129.952148
	Iteration 75Q: 3 clusters Score -3455687 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3455705.500000 Penalty: 5129.952148
	Iteration 76Q: 3 clusters Score -3455706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3455704.500000 Penalty: 5129.952148
	Iteration 77Q: 3 clusters Score -3455704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3455705 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3455714.250000 Penalty: 5129.952148
	Iteration 79Q: 3 clusters Score -3455714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3455721.500000 Penalty: 5129.952148
	Iteration 80F: 3 clusters Score -3455722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3455729.000000 Penalty: 5129.952148
	Iteration 81Q: 3 clusters Score -3455729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3455729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3455751.750000 Penalty: 5129.952148
	Iteration 83Q: 3 clusters Score -3455752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3455761.750000 Penalty: 5129.952148
	Iteration 84Q: 3 clusters Score -3455762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3455765.500000 Penalty: 5129.952148
	Iteration 85Q: 3 clusters Score -3455766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3455776.250000 Penalty: 5129.952148
	Iteration 86Q: 3 clusters Score -3455776 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3455776 nChanged 25
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Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3455778 nChanged 22
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Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3455784.500000 Penalty: 5129.952148
	Iteration 89Q: 3 clusters Score -3455784 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3455786 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3455795.250000 Penalty: 5129.952148
	Iteration 91Q: 3 clusters Score -3455795 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3455798.500000 Penalty: 5129.952148
	Iteration 92Q: 3 clusters Score -3455798 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3455802 nChanged 19
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Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3455808.500000 Penalty: 5129.952148
	Iteration 94Q: 3 clusters Score -3455808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3455805.250000 Penalty: 5129.952148
	Iteration 95Q: 3 clusters Score -3455805 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3455816.750000 Penalty: 5129.952148
	Iteration 96Q: 3 clusters Score -3455817 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3455823.500000 Penalty: 5129.952148
	Iteration 97Q: 3 clusters Score -3455824 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3455829.250000 Penalty: 5129.952148
	Iteration 98Q: 3 clusters Score -3455829 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3455834.500000 Penalty: 5129.952148
	Iteration 99Q: 3 clusters Score -3455834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3455838.250000 Penalty: 5129.952148
	Iteration 100F: 3 clusters Score -3455838 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3455839.000000 Penalty: 5129.952148
	Iteration 101Q: 3 clusters Score -3455839 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3455840.750000 Penalty: 5129.952148
	Iteration 102Q: 3 clusters Score -3455841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3455838.750000 Penalty: 5129.952148
	Iteration 103Q: 3 clusters Score -3455839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3455840.000000 Penalty: 5129.952148
	Iteration 104Q: 3 clusters Score -3455840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3455840.000000 Penalty: 5129.952148
	Iteration 105F: 3 clusters Score -3455840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Entering Unmasked Estep 
Score: -897335.000000 Penalty: 2217.535645
	Iteration 0F: 2 clusters Score -897335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -891116.812500 Penalty: 4435.071289
	Iteration 0F: 3 clusters Score -891116.8 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -892675.437500 Penalty: 4435.071289
	Iteration 1F: 3 clusters Score -892675.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -892938.937500 Penalty: 4435.071289
	Iteration 2F: 3 clusters Score -892938.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -893138.312500 Penalty: 4435.071289
	Iteration 3F: 3 clusters Score -893138.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -893301.125000 Penalty: 4435.071289
	Iteration 4Q: 3 clusters Score -893301.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -893433.437500 Penalty: 4435.071289
	Iteration 5Q: 3 clusters Score -893433.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -893543.437500 Penalty: 4435.071289
	Iteration 6Q: 3 clusters Score -893543.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -893657.750000 Penalty: 4435.071289
	Iteration 7Q: 3 clusters Score -893657.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -893795.500000 Penalty: 4435.071289
	Iteration 8Q: 3 clusters Score -893795.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -893950.375000 Penalty: 4435.071289
	Iteration 9Q: 3 clusters Score -893950.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -894122.812500 Penalty: 4435.071289
	Iteration 10Q: 3 clusters Score -894122.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -894322.437500 Penalty: 4435.071289
	Iteration 11Q: 3 clusters Score -894322.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -894544.500000 Penalty: 4435.071289
	Iteration 12Q: 3 clusters Score -894544.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -894766.375000 Penalty: 4435.071289
	Iteration 13Q: 3 clusters Score -894766.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -895038.312500 Penalty: 4435.071289
	Iteration 14Q: 3 clusters Score -895038.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -895306.312500 Penalty: 4435.071289
	Iteration 15Q: 3 clusters Score -895306.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -895620.187500 Penalty: 4435.071289
	Iteration 16Q: 3 clusters Score -895620.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -895896.937500 Penalty: 4435.071289
	Iteration 17Q: 3 clusters Score -895896.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -896111.125000 Penalty: 4435.071289
	Iteration 18Q: 3 clusters Score -896111.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -896232.250000 Penalty: 4435.071289
	Iteration 19Q: 3 clusters Score -896232.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -896304.187500 Penalty: 4435.071289
	Iteration 20F: 3 clusters Score -896304.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -896346.312500 Penalty: 4435.071289
	Iteration 21Q: 3 clusters Score -896346.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -896381.437500 Penalty: 4435.071289
	Iteration 22Q: 3 clusters Score -896381.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -896411.562500 Penalty: 4435.071289
	Iteration 23Q: 3 clusters Score -896411.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -896428.375000 Penalty: 4435.071289
	Iteration 24Q: 3 clusters Score -896428.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -896443.812500 Penalty: 4435.071289
	Iteration 25Q: 3 clusters Score -896443.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -896452.062500 Penalty: 4435.071289
	Iteration 26Q: 3 clusters Score -896452.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -896459.875000 Penalty: 4435.071289
	Iteration 27Q: 3 clusters Score -896459.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -896469.750000 Penalty: 4435.071289
	Iteration 28Q: 3 clusters Score -896469.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -896479.437500 Penalty: 4435.071289
	Iteration 29Q: 3 clusters Score -896479.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -896498.937500 Penalty: 4435.071289
	Iteration 30Q: 3 clusters Score -896498.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -896522.687500 Penalty: 4435.071289
	Iteration 31Q: 3 clusters Score -896522.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -896565.000000 Penalty: 4435.071289
	Iteration 32Q: 3 clusters Score -896565 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -896611.437500 Penalty: 4435.071289
	Iteration 33Q: 3 clusters Score -896611.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -896671.625000 Penalty: 4435.071289
	Iteration 34Q: 3 clusters Score -896671.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -896760.687500 Penalty: 4435.071289
	Iteration 35Q: 3 clusters Score -896760.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -896865.875000 Penalty: 4435.071289
	Iteration 36Q: 3 clusters Score -896865.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -896915.937500 Penalty: 4435.071289
	Iteration 37Q: 3 clusters Score -896915.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -896949.250000 Penalty: 4435.071289
	Iteration 38Q: 3 clusters Score -896949.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -896961.625000 Penalty: 4435.071289
	Iteration 39Q: 3 clusters Score -896961.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -896970.000000 Penalty: 4435.071289
	Iteration 40F: 3 clusters Score -896970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -896975.437500 Penalty: 4435.071289
	Iteration 41Q: 3 clusters Score -896975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -896976.625000 Penalty: 4435.071289
	Iteration 42Q: 3 clusters Score -896976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -896978.437500 Penalty: 4435.071289
	Iteration 43Q: 3 clusters Score -896978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -896977.875000 Penalty: 4435.071289
	Iteration 44Q: 3 clusters Score -896977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -896977.437500 Penalty: 4435.071289
	Iteration 45Q: 3 clusters Score -896977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -896977.000000 Penalty: 4435.071289
	Iteration 46Q: 3 clusters Score -896977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -896977.937500 Penalty: 4435.071289
	Iteration 47Q: 3 clusters Score -896977.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -896978.062500 Penalty: 4435.071289
	Iteration 48Q: 3 clusters Score -896978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -896978.062500 Penalty: 4435.071289
	Iteration 49F: 3 clusters Score -896978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -331920.343750 Penalty: 1969.441284
	Iteration 0F: 2 clusters Score -331920.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -328776.375000 Penalty: 3938.882568
	Iteration 0F: 3 clusters Score -328776.4 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -329470.156250 Penalty: 3938.882568
	Iteration 1F: 3 clusters Score -329470.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -329661.343750 Penalty: 3938.882568
	Iteration 2F: 3 clusters Score -329661.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -329771.562500 Penalty: 3938.882568
	Iteration 3Q: 3 clusters Score -329771.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -329861.625000 Penalty: 3938.882568
	Iteration 4Q: 3 clusters Score -329861.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -329940.218750 Penalty: 3938.882568
	Iteration 5Q: 3 clusters Score -329940.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -329999.687500 Penalty: 3938.882568
	Iteration 6Q: 3 clusters Score -329999.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -330054.125000 Penalty: 3938.882568
	Iteration 7Q: 3 clusters Score -330054.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -330097.656250 Penalty: 3938.882568
	Iteration 8Q: 3 clusters Score -330097.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -330132.656250 Penalty: 3938.882568
	Iteration 9Q: 3 clusters Score -330132.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -330157.781250 Penalty: 3938.882568
	Iteration 10Q: 3 clusters Score -330157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -330173.843750 Penalty: 3938.882568
	Iteration 11Q: 3 clusters Score -330173.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -330183.812500 Penalty: 3938.882568
	Iteration 12Q: 3 clusters Score -330183.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -330193.843750 Penalty: 3938.882568
	Iteration 13Q: 3 clusters Score -330193.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -330202.750000 Penalty: 3938.882568
	Iteration 14Q: 3 clusters Score -330202.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -330211.687500 Penalty: 3938.882568
	Iteration 15Q: 3 clusters Score -330211.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -330218.375000 Penalty: 3938.882568
	Iteration 16Q: 3 clusters Score -330218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -330223.593750 Penalty: 3938.882568
	Iteration 17Q: 3 clusters Score -330223.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -330228.250000 Penalty: 3938.882568
	Iteration 18Q: 3 clusters Score -330228.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -330230.000000 Penalty: 3938.882568
	Iteration 19Q: 3 clusters Score -330230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -330232.687500 Penalty: 3938.882568
	Iteration 20F: 3 clusters Score -330232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -330233.437500 Penalty: 3938.882568
	Iteration 21Q: 3 clusters Score -330233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -330236.500000 Penalty: 3938.882568
	Iteration 22Q: 3 clusters Score -330236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -330237.468750 Penalty: 3938.882568
	Iteration 23Q: 3 clusters Score -330237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -330238.218750 Penalty: 3938.882568
	Iteration 24Q: 3 clusters Score -330238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -330238.781250 Penalty: 3938.882568
	Iteration 25Q: 3 clusters Score -330238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -330239.781250 Penalty: 3938.882568
	Iteration 26Q: 3 clusters Score -330239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -330240.906250 Penalty: 3938.882568
	Iteration 27Q: 3 clusters Score -330240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -330240.875000 Penalty: 3938.882568
	Iteration 28Q: 3 clusters Score -330240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -330241.437500 Penalty: 3938.882568
	Iteration 29Q: 3 clusters Score -330241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -330243.437500 Penalty: 3938.882568
	Iteration 30Q: 3 clusters Score -330243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -330244.218750 Penalty: 3938.882568
	Iteration 31Q: 3 clusters Score -330244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -330244.531250 Penalty: 3938.882568
	Iteration 32Q: 3 clusters Score -330244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -330244.531250 Penalty: 3938.882568
	Iteration 33F: 3 clusters Score -330244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Entering Unmasked Estep 
Score: -1859931.375000 Penalty: 2388.802734
	Iteration 0F: 2 clusters Score -1859931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1848874.500000 Penalty: 4777.605469
	Iteration 0F: 3 clusters Score -1848874 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1852403.625000 Penalty: 4777.605469
	Iteration 1F: 3 clusters Score -1852404 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1852798.000000 Penalty: 4777.605469
	Iteration 2F: 3 clusters Score -1852798 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1853123.625000 Penalty: 4777.605469
	Iteration 3Q: 3 clusters Score -1853124 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1853448.375000 Penalty: 4777.605469
	Iteration 4Q: 3 clusters Score -1853448 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1853866.750000 Penalty: 4777.605469
	Iteration 5Q: 3 clusters Score -1853867 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1854404.875000 Penalty: 4777.605469
	Iteration 6F: 3 clusters Score -1854405 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1855098.750000 Penalty: 4777.605469
	Iteration 7F: 3 clusters Score -1855099 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1855873.000000 Penalty: 4777.605469
	Iteration 8F: 3 clusters Score -1855873 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1856531.250000 Penalty: 4777.605469
	Iteration 9F: 3 clusters Score -1856531 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1857083.625000 Penalty: 4777.605469
	Iteration 10Q: 3 clusters Score -1857084 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1857480.375000 Penalty: 4777.605469
	Iteration 11Q: 3 clusters Score -1857480 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1857824.625000 Penalty: 4777.605469
	Iteration 12Q: 3 clusters Score -1857825 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1858109.500000 Penalty: 4777.605469
	Iteration 13Q: 3 clusters Score -1858110 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1858325.625000 Penalty: 4777.605469
	Iteration 14Q: 3 clusters Score -1858326 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1858460.375000 Penalty: 4777.605469
	Iteration 15Q: 3 clusters Score -1858460 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1858580.750000 Penalty: 4777.605469
	Iteration 16Q: 3 clusters Score -1858581 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1858643.125000 Penalty: 4777.605469
	Iteration 17Q: 3 clusters Score -1858643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1858689.250000 Penalty: 4777.605469
	Iteration 18Q: 3 clusters Score -1858689 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1858709.875000 Penalty: 4777.605469
	Iteration 19Q: 3 clusters Score -1858710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1858730.875000 Penalty: 4777.605469
	Iteration 20F: 3 clusters Score -1858731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1858749.750000 Penalty: 4777.605469
	Iteration 21Q: 3 clusters Score -1858750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1858765.000000 Penalty: 4777.605469
	Iteration 22Q: 3 clusters Score -1858765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1858776.750000 Penalty: 4777.605469
	Iteration 23Q: 3 clusters Score -1858777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1858783.250000 Penalty: 4777.605469
	Iteration 24Q: 3 clusters Score -1858783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1858788.875000 Penalty: 4777.605469
	Iteration 25Q: 3 clusters Score -1858789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1858794.750000 Penalty: 4777.605469
	Iteration 26Q: 3 clusters Score -1858795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1858794.125000 Penalty: 4777.605469
	Iteration 27Q: 3 clusters Score -1858794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1858796.500000 Penalty: 4777.605469
	Iteration 28Q: 3 clusters Score -1858796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1858798.125000 Penalty: 4777.605469
	Iteration 29Q: 3 clusters Score -1858798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1858798.250000 Penalty: 4777.605469
	Iteration 30Q: 3 clusters Score -1858798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1858799.625000 Penalty: 4777.605469
	Iteration 31Q: 3 clusters Score -1858800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1858800.750000 Penalty: 4777.605469
	Iteration 32Q: 3 clusters Score -1858801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1858799.125000 Penalty: 4777.605469
	Iteration 33Q: 3 clusters Score -1858799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1858799.375000 Penalty: 4777.605469
	Iteration 34Q: 3 clusters Score -1858799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1858801.125000 Penalty: 4777.605469
	Iteration 35Q: 3 clusters Score -1858801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1858801.375000 Penalty: 4777.605469
	Iteration 36Q: 3 clusters Score -1858801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1858797.375000 Penalty: 4777.605469
	Iteration 37Q: 3 clusters Score -1858797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1858795.250000 Penalty: 4777.605469
	Iteration 38Q: 3 clusters Score -1858795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1858794.875000 Penalty: 4777.605469
	Iteration 39Q: 3 clusters Score -1858795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1858796.125000 Penalty: 4777.605469
	Iteration 40F: 3 clusters Score -1858796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1858798.375000 Penalty: 4777.605469
	Iteration 41Q: 3 clusters Score -1858798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1858798.750000 Penalty: 4777.605469
	Iteration 42Q: 3 clusters Score -1858799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1858801.125000 Penalty: 4777.605469
	Iteration 43Q: 3 clusters Score -1858801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1858801.125000 Penalty: 4777.605469
	Iteration 44F: 3 clusters Score -1858801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Entering Unmasked Estep 
Score: -793824.562500 Penalty: 2180.665283
	Iteration 0F: 2 clusters Score -793824.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -788286.812500 Penalty: 4361.330566
	Iteration 0F: 3 clusters Score -788286.8 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -789783.312500 Penalty: 4361.330566
	Iteration 1F: 3 clusters Score -789783.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -790136.437500 Penalty: 4361.330566
	Iteration 2F: 3 clusters Score -790136.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -790374.000000 Penalty: 4361.330566
	Iteration 3F: 3 clusters Score -790374 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -790600.187500 Penalty: 4361.330566
	Iteration 4Q: 3 clusters Score -790600.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -790797.500000 Penalty: 4361.330566
	Iteration 5Q: 3 clusters Score -790797.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -790948.750000 Penalty: 4361.330566
	Iteration 6Q: 3 clusters Score -790948.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -791078.625000 Penalty: 4361.330566
	Iteration 7Q: 3 clusters Score -791078.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -791182.250000 Penalty: 4361.330566
	Iteration 8Q: 3 clusters Score -791182.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -791256.937500 Penalty: 4361.330566
	Iteration 9Q: 3 clusters Score -791256.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -791334.250000 Penalty: 4361.330566
	Iteration 10Q: 3 clusters Score -791334.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -791411.562500 Penalty: 4361.330566
	Iteration 11Q: 3 clusters Score -791411.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -791475.500000 Penalty: 4361.330566
	Iteration 12Q: 3 clusters Score -791475.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -791535.500000 Penalty: 4361.330566
	Iteration 13Q: 3 clusters Score -791535.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -791585.250000 Penalty: 4361.330566
	Iteration 14Q: 3 clusters Score -791585.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -791628.250000 Penalty: 4361.330566
	Iteration 15Q: 3 clusters Score -791628.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -791663.562500 Penalty: 4361.330566
	Iteration 16Q: 3 clusters Score -791663.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -791694.687500 Penalty: 4361.330566
	Iteration 17Q: 3 clusters Score -791694.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -791723.687500 Penalty: 4361.330566
	Iteration 18Q: 3 clusters Score -791723.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -791738.750000 Penalty: 4361.330566
	Iteration 19Q: 3 clusters Score -791738.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -791753.375000 Penalty: 4361.330566
	Iteration 20F: 3 clusters Score -791753.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -791765.625000 Penalty: 4361.330566
	Iteration 21Q: 3 clusters Score -791765.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -791775.187500 Penalty: 4361.330566
	Iteration 22Q: 3 clusters Score -791775.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -791778.875000 Penalty: 4361.330566
	Iteration 23Q: 3 clusters Score -791778.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -791782.625000 Penalty: 4361.330566
	Iteration 24Q: 3 clusters Score -791782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -791781.812500 Penalty: 4361.330566
	Iteration 25Q: 3 clusters Score -791781.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -791785.625000 Penalty: 4361.330566
	Iteration 26Q: 3 clusters Score -791785.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -791786.562500 Penalty: 4361.330566
	Iteration 27Q: 3 clusters Score -791786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -791789.062500 Penalty: 4361.330566
	Iteration 28Q: 3 clusters Score -791789.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -791791.375000 Penalty: 4361.330566
	Iteration 29Q: 3 clusters Score -791791.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -791793.437500 Penalty: 4361.330566
	Iteration 30Q: 3 clusters Score -791793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -791795.125000 Penalty: 4361.330566
	Iteration 31Q: 3 clusters Score -791795.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -791798.562500 Penalty: 4361.330566
	Iteration 32Q: 3 clusters Score -791798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -791801.250000 Penalty: 4361.330566
	Iteration 33Q: 3 clusters Score -791801.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -791802.812500 Penalty: 4361.330566
	Iteration 34Q: 3 clusters Score -791802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -791802.812500 Penalty: 4361.330566
	Iteration 35F: 3 clusters Score -791802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -212201.640625 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -212201.6 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 932 members 
Entering Unmasked Estep 
Score: -209711.640625 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -209711.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -210134.953125 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -210135 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -210259.765625 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -210259.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -210328.437500 Penalty: 3717.513184
	Iteration 3Q: 3 clusters Score -210328.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -210372.140625 Penalty: 3717.513184
	Iteration 4Q: 3 clusters Score -210372.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -210410.843750 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -210410.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -210443.000000 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -210443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -210469.375000 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -210469.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -210495.625000 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -210495.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -210522.890625 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -210522.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -210541.281250 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -210541.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -210560.421875 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -210560.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -210578.781250 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -210578.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -210599.828125 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -210599.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -210615.781250 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -210615.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -210632.171875 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -210632.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -210654.171875 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -210654.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -210701.906250 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -210701.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -210774.609375 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -210774.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -210860.281250 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -210860.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210911.890625 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -210911.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210933.312500 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -210933.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -210947.859375 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -210947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -210958.546875 Penalty: 3717.513184
	Iteration 23Q: 3 clusters Score -210958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -210964.343750 Penalty: 3717.513184
	Iteration 24Q: 3 clusters Score -210964.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -210970.578125 Penalty: 3717.513184
	Iteration 25Q: 3 clusters Score -210970.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -210973.531250 Penalty: 3717.513184
	Iteration 26Q: 3 clusters Score -210973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -210977.906250 Penalty: 3717.513184
	Iteration 27Q: 3 clusters Score -210977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -210983.203125 Penalty: 3717.513184
	Iteration 28Q: 3 clusters Score -210983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -210986.671875 Penalty: 3717.513184
	Iteration 29Q: 3 clusters Score -210986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -210987.109375 Penalty: 3717.513184
	Iteration 30Q: 3 clusters Score -210987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -210987.921875 Penalty: 3717.513184
	Iteration 31Q: 3 clusters Score -210987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -210987.921875 Penalty: 3717.513184
	Iteration 32F: 3 clusters Score -210987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Entering Unmasked Estep 
Score: -1487707.375000 Penalty: 2336.510010
	Iteration 0F: 2 clusters Score -1487707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1478536.125000 Penalty: 4673.020020
	Iteration 0F: 3 clusters Score -1478536 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1481303.625000 Penalty: 4673.020020
	Iteration 1F: 3 clusters Score -1481304 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1481691.875000 Penalty: 4673.020020
	Iteration 2F: 3 clusters Score -1481692 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1482033.500000 Penalty: 4673.020020
	Iteration 3F: 3 clusters Score -1482034 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1482350.875000 Penalty: 4673.020020
	Iteration 4Q: 3 clusters Score -1482351 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1482714.625000 Penalty: 4673.020020
	Iteration 5Q: 3 clusters Score -1482715 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1483153.375000 Penalty: 4673.020020
	Iteration 6F: 3 clusters Score -1483153 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1483738.125000 Penalty: 4673.020020
	Iteration 7F: 3 clusters Score -1483738 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1484385.750000 Penalty: 4673.020020
	Iteration 8F: 3 clusters Score -1484386 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1484964.375000 Penalty: 4673.020020
	Iteration 9F: 3 clusters Score -1484964 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1485421.125000 Penalty: 4673.020020
	Iteration 10Q: 3 clusters Score -1485421 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1485836.000000 Penalty: 4673.020020
	Iteration 11Q: 3 clusters Score -1485836 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1486224.375000 Penalty: 4673.020020
	Iteration 12Q: 3 clusters Score -1486224 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1486546.375000 Penalty: 4673.020020
	Iteration 13Q: 3 clusters Score -1486546 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1486820.375000 Penalty: 4673.020020
	Iteration 14Q: 3 clusters Score -1486820 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1487086.125000 Penalty: 4673.020020
	Iteration 15Q: 3 clusters Score -1487086 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1487453.125000 Penalty: 4673.020020
	Iteration 16Q: 3 clusters Score -1487453 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1487843.500000 Penalty: 4673.020020
	Iteration 17Q: 3 clusters Score -1487844 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1488059.875000 Penalty: 4673.020020
	Iteration 18Q: 3 clusters Score -1488060 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1488109.375000 Penalty: 4673.020020
	Iteration 19Q: 3 clusters Score -1488109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1488125.500000 Penalty: 4673.020020
	Iteration 20F: 3 clusters Score -1488126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1488128.875000 Penalty: 4673.020020
	Iteration 21Q: 3 clusters Score -1488129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1488130.250000 Penalty: 4673.020020
	Iteration 22Q: 3 clusters Score -1488130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1488126.625000 Penalty: 4673.020020
	Iteration 23Q: 3 clusters Score -1488127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1488128.125000 Penalty: 4673.020020
	Iteration 24Q: 3 clusters Score -1488128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1488129.250000 Penalty: 4673.020020
	Iteration 25Q: 3 clusters Score -1488129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1488129.125000 Penalty: 4673.020020
	Iteration 26Q: 3 clusters Score -1488129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1488131.875000 Penalty: 4673.020020
	Iteration 27Q: 3 clusters Score -1488132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1488130.375000 Penalty: 4673.020020
	Iteration 28Q: 3 clusters Score -1488130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1488131.500000 Penalty: 4673.020020
	Iteration 29Q: 3 clusters Score -1488132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1488131.500000 Penalty: 4673.020020
	Iteration 30F: 3 clusters Score -1488132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7060 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12549 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 18224 members 
Mstep: Class 22 contains 31028 members 
Mstep: Class 23 contains 7644 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15249 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 10968 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 1382 members 
Entering Unmasked Estep 
Score: -35718364.000000 Penalty: 94338.273438
Splitting cluster 28 changes total score from -35718592.000000 to -35718364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -790094.250000 Penalty: 2181.679688
	Iteration 0F: 2 clusters Score -790094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -784561.687500 Penalty: 4363.359375
	Iteration 0F: 3 clusters Score -784561.7 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -786050.562500 Penalty: 4363.359375
	Iteration 1F: 3 clusters Score -786050.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -786393.250000 Penalty: 4363.359375
	Iteration 2F: 3 clusters Score -786393.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -786650.687500 Penalty: 4363.359375
	Iteration 3F: 3 clusters Score -786650.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -786894.500000 Penalty: 4363.359375
	Iteration 4F: 3 clusters Score -786894.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -787169.187500 Penalty: 4363.359375
	Iteration 5F: 3 clusters Score -787169.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -787509.500000 Penalty: 4363.359375
	Iteration 6F: 3 clusters Score -787509.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -787824.000000 Penalty: 4363.359375
	Iteration 7F: 3 clusters Score -787824 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -788042.125000 Penalty: 4363.359375
	Iteration 8Q: 3 clusters Score -788042.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -788211.937500 Penalty: 4363.359375
	Iteration 9Q: 3 clusters Score -788211.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -788327.500000 Penalty: 4363.359375
	Iteration 10Q: 3 clusters Score -788327.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -788400.000000 Penalty: 4363.359375
	Iteration 11Q: 3 clusters Score -788400 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -788450.687500 Penalty: 4363.359375
	Iteration 12Q: 3 clusters Score -788450.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -788486.375000 Penalty: 4363.359375
	Iteration 13Q: 3 clusters Score -788486.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -788516.187500 Penalty: 4363.359375
	Iteration 14Q: 3 clusters Score -788516.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -788543.187500 Penalty: 4363.359375
	Iteration 15Q: 3 clusters Score -788543.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -788561.062500 Penalty: 4363.359375
	Iteration 16Q: 3 clusters Score -788561.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -788576.812500 Penalty: 4363.359375
	Iteration 17Q: 3 clusters Score -788576.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -788588.562500 Penalty: 4363.359375
	Iteration 18Q: 3 clusters Score -788588.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -788599.437500 Penalty: 4363.359375
	Iteration 19Q: 3 clusters Score -788599.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -788606.562500 Penalty: 4363.359375
	Iteration 20F: 3 clusters Score -788606.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -788611.875000 Penalty: 4363.359375
	Iteration 21Q: 3 clusters Score -788611.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -788618.375000 Penalty: 4363.359375
	Iteration 22Q: 3 clusters Score -788618.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -788622.812500 Penalty: 4363.359375
	Iteration 23Q: 3 clusters Score -788622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -788627.000000 Penalty: 4363.359375
	Iteration 24Q: 3 clusters Score -788627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -788633.250000 Penalty: 4363.359375
	Iteration 25Q: 3 clusters Score -788633.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -788637.375000 Penalty: 4363.359375
	Iteration 26Q: 3 clusters Score -788637.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -788642.062500 Penalty: 4363.359375
	Iteration 27Q: 3 clusters Score -788642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -788643.437500 Penalty: 4363.359375
	Iteration 28Q: 3 clusters Score -788643.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -788645.812500 Penalty: 4363.359375
	Iteration 29Q: 3 clusters Score -788645.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -788648.750000 Penalty: 4363.359375
	Iteration 30Q: 3 clusters Score -788648.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -788652.875000 Penalty: 4363.359375
	Iteration 31Q: 3 clusters Score -788652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -788654.187500 Penalty: 4363.359375
	Iteration 32Q: 3 clusters Score -788654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -788654.187500 Penalty: 4363.359375
	Iteration 33Q: 3 clusters Score -788654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -788654.250000 Penalty: 4363.359375
	Iteration 34Q: 3 clusters Score -788654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -788655.250000 Penalty: 4363.359375
	Iteration 35Q: 3 clusters Score -788655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -788654.187500 Penalty: 4363.359375
	Iteration 36Q: 3 clusters Score -788654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -788654.187500 Penalty: 4363.359375
	Iteration 37Q: 3 clusters Score -788654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -788654.187500 Penalty: 4363.359375
	Iteration 38F: 3 clusters Score -788654.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7060 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12549 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12258 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 9004 members 
Mstep: Class 17 contains 9664 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 10167 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 18224 members 
Mstep: Class 22 contains 31028 members 
Mstep: Class 23 contains 7644 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15249 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718616.000000 Penalty: 91193.664062
Iteration 119Q: 30 clusters Score -3.571862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7058 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 7343 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12553 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12259 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 6206 members 
Mstep: Class 16 contains 9001 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 12160 members 
Mstep: Class 19 contains 10166 members 
Mstep: Class 20 contains 18912 members 
Mstep: Class 21 contains 18224 members 
Mstep: Class 22 contains 31028 members 
Mstep: Class 23 contains 7645 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15248 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1799 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718624.000000 Penalty: 91193.664062
Iteration 120F: 30 clusters Score -3.571862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7054 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18899 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12553 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12256 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 16 contains 9000 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 12160 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 18228 members 
Mstep: Class 22 contains 31033 members 
Mstep: Class 23 contains 7646 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15248 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718596.000000 Penalty: 91193.664062
Iteration 121Q: 30 clusters Score -3.57186e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18895 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4022 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 8999 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 18236 members 
Mstep: Class 22 contains 31038 members 
Mstep: Class 23 contains 7646 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15247 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12350 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718596.000000 Penalty: 91193.664062
Iteration 122Q: 30 clusters Score -3.57186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7048 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 8998 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10164 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 18236 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7644 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12351 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718588.000000 Penalty: 91193.664062
Iteration 123Q: 30 clusters Score -3.571859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12259 members 
Mstep: Class 14 contains 13486 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 18909 members 
Mstep: Class 21 contains 18236 members 
Mstep: Class 22 contains 31044 members 
Mstep: Class 23 contains 7642 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6588 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718580.000000 Penalty: 91193.664062
Iteration 124Q: 30 clusters Score -3.571858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12555 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12260 members 
Mstep: Class 14 contains 13482 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 18236 members 
Mstep: Class 22 contains 31043 members 
Mstep: Class 23 contains 7641 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718572.000000 Penalty: 91193.664062
Iteration 125Q: 30 clusters Score -3.571857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12554 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12261 members 
Mstep: Class 14 contains 13482 members 
Mstep: Class 15 contains 6209 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18911 members 
Mstep: Class 21 contains 18236 members 
Mstep: Class 22 contains 31043 members 
Mstep: Class 23 contains 7641 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718600.000000 Penalty: 91193.664062
Iteration 126Q: 30 clusters Score -3.57186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7346 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12555 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12260 members 
Mstep: Class 14 contains 13481 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18912 members 
Mstep: Class 21 contains 18236 members 
Mstep: Class 22 contains 31042 members 
Mstep: Class 23 contains 7640 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718600.000000 Penalty: 91193.664062
Iteration 127Q: 30 clusters Score -3.57186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7346 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12557 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12259 members 
Mstep: Class 14 contains 13482 members 
Mstep: Class 15 contains 6210 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9662 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18913 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31043 members 
Mstep: Class 23 contains 7639 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718648.000000 Penalty: 91193.664062
Iteration 128Q: 30 clusters Score -3.571865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7346 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12559 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12257 members 
Mstep: Class 14 contains 13483 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18914 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31042 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718620.000000 Penalty: 91193.664062
Iteration 129Q: 30 clusters Score -3.571862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7347 members 
Mstep: Class 9 contains 4660 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12564 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12252 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 6212 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18914 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31042 members 
Mstep: Class 23 contains 7637 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718616.000000 Penalty: 91193.664062
Iteration 130Q: 30 clusters Score -3.571862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7346 members 
Mstep: Class 9 contains 4660 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12569 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18914 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31042 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718616.000000 Penalty: 91193.664062
Iteration 131Q: 30 clusters Score -3.571862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7343 members 
Mstep: Class 9 contains 4661 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12571 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12248 members 
Mstep: Class 14 contains 13484 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18914 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31042 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718632.000000 Penalty: 91193.664062
Iteration 132Q: 30 clusters Score -3.571863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 4661 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12573 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12247 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6211 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18914 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31042 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718648.000000 Penalty: 91193.664062
Iteration 133Q: 30 clusters Score -3.571865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20742 members 
Mstep: Class 7 contains 18896 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12573 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12243 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6212 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18915 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31044 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718688.000000 Penalty: 91193.664062
Iteration 134Q: 30 clusters Score -3.571869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13667 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20743 members 
Mstep: Class 7 contains 18898 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12573 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6213 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18915 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718680.000000 Penalty: 91193.664062
Iteration 135Q: 30 clusters Score -3.571868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13668 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20741 members 
Mstep: Class 7 contains 18898 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12241 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18916 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718668.000000 Penalty: 91193.664062
Iteration 136Q: 30 clusters Score -3.571867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13669 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20739 members 
Mstep: Class 7 contains 18899 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12241 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18916 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718644.000000 Penalty: 91193.664062
Iteration 137Q: 30 clusters Score -3.571864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13669 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 18899 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12241 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18917 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718648.000000 Penalty: 91193.664062
Iteration 138Q: 30 clusters Score -3.571865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13669 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 18899 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12241 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18917 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35718648.000000 Penalty: 91193.664062
Iteration 139F: 30 clusters Score -3.571865e+07 nChanged 0
Entering ConstructFrom: 
Score: -35718648.000000 Penalty: 91193.664062
Entering ConstructFrom: 
Trying to split cluster 1 (2868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Entering Unmasked Estep 
Score: -310037.437500 Penalty: 1974.419800
	Iteration 0F: 2 clusters Score -310037.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -306934.093750 Penalty: 3948.839600
	Iteration 0F: 3 clusters Score -306934.1 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -307592.687500 Penalty: 3948.839600
	Iteration 1F: 3 clusters Score -307592.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -307770.125000 Penalty: 3948.839600
	Iteration 2F: 3 clusters Score -307770.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -307884.812500 Penalty: 3948.839600
	Iteration 3F: 3 clusters Score -307884.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -307963.593750 Penalty: 3948.839600
	Iteration 4Q: 3 clusters Score -307963.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -308059.281250 Penalty: 3948.839600
	Iteration 5Q: 3 clusters Score -308059.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -308172.562500 Penalty: 3948.839600
	Iteration 6Q: 3 clusters Score -308172.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -308332.812500 Penalty: 3948.839600
	Iteration 7Q: 3 clusters Score -308332.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -308591.843750 Penalty: 3948.839600
	Iteration 8F: 3 clusters Score -308591.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -308860.625000 Penalty: 3948.839600
	Iteration 9F: 3 clusters Score -308860.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -309076.843750 Penalty: 3948.839600
	Iteration 10F: 3 clusters Score -309076.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -309228.468750 Penalty: 3948.839600
	Iteration 11Q: 3 clusters Score -309228.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -309300.468750 Penalty: 3948.839600
	Iteration 12Q: 3 clusters Score -309300.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -309354.093750 Penalty: 3948.839600
	Iteration 13Q: 3 clusters Score -309354.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -309377.375000 Penalty: 3948.839600
	Iteration 14Q: 3 clusters Score -309377.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -309390.218750 Penalty: 3948.839600
	Iteration 15Q: 3 clusters Score -309390.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -309394.250000 Penalty: 3948.839600
	Iteration 16Q: 3 clusters Score -309394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -309396.750000 Penalty: 3948.839600
	Iteration 17Q: 3 clusters Score -309396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -309400.750000 Penalty: 3948.839600
	Iteration 18Q: 3 clusters Score -309400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -309402.156250 Penalty: 3948.839600
	Iteration 19Q: 3 clusters Score -309402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -309411.218750 Penalty: 3948.839600
	Iteration 20F: 3 clusters Score -309411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -309430.500000 Penalty: 3948.839600
	Iteration 21Q: 3 clusters Score -309430.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -309433.968750 Penalty: 3948.839600
	Iteration 22Q: 3 clusters Score -309434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -309438.281250 Penalty: 3948.839600
	Iteration 23Q: 3 clusters Score -309438.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -309440.156250 Penalty: 3948.839600
	Iteration 24Q: 3 clusters Score -309440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -309443.031250 Penalty: 3948.839600
	Iteration 25Q: 3 clusters Score -309443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -309443.375000 Penalty: 3948.839600
	Iteration 26Q: 3 clusters Score -309443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -309444.718750 Penalty: 3948.839600
	Iteration 27Q: 3 clusters Score -309444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -309445.812500 Penalty: 3948.839600
	Iteration 28Q: 3 clusters Score -309445.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -309445.812500 Penalty: 3948.839600
	Iteration 29F: 3 clusters Score -309445.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Entering Unmasked Estep 
Score: -648258.687500 Penalty: 2130.936523
	Iteration 0F: 2 clusters Score -648258.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -643518.000000 Penalty: 4261.873047
	Iteration 0F: 3 clusters Score -643518 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -644647.250000 Penalty: 4261.873047
	Iteration 1F: 3 clusters Score -644647.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -644867.187500 Penalty: 4261.873047
	Iteration 2F: 3 clusters Score -644867.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -644989.312500 Penalty: 4261.873047
	Iteration 3Q: 3 clusters Score -644989.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -645066.875000 Penalty: 4261.873047
	Iteration 4Q: 3 clusters Score -645066.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -645134.250000 Penalty: 4261.873047
	Iteration 5Q: 3 clusters Score -645134.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -645206.250000 Penalty: 4261.873047
	Iteration 6Q: 3 clusters Score -645206.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -645286.937500 Penalty: 4261.873047
	Iteration 7Q: 3 clusters Score -645286.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -645386.375000 Penalty: 4261.873047
	Iteration 8Q: 3 clusters Score -645386.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -645512.312500 Penalty: 4261.873047
	Iteration 9Q: 3 clusters Score -645512.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -645688.625000 Penalty: 4261.873047
	Iteration 10Q: 3 clusters Score -645688.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -645899.312500 Penalty: 4261.873047
	Iteration 11Q: 3 clusters Score -645899.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -646133.687500 Penalty: 4261.873047
	Iteration 12Q: 3 clusters Score -646133.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -646364.312500 Penalty: 4261.873047
	Iteration 13F: 3 clusters Score -646364.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -646604.125000 Penalty: 4261.873047
	Iteration 14Q: 3 clusters Score -646604.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -646768.250000 Penalty: 4261.873047
	Iteration 15Q: 3 clusters Score -646768.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -646867.875000 Penalty: 4261.873047
	Iteration 16Q: 3 clusters Score -646867.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -646944.375000 Penalty: 4261.873047
	Iteration 17Q: 3 clusters Score -646944.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -646987.687500 Penalty: 4261.873047
	Iteration 18Q: 3 clusters Score -646987.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -647010.937500 Penalty: 4261.873047
	Iteration 19Q: 3 clusters Score -647010.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -647024.500000 Penalty: 4261.873047
	Iteration 20F: 3 clusters Score -647024.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -647034.812500 Penalty: 4261.873047
	Iteration 21Q: 3 clusters Score -647034.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -647041.437500 Penalty: 4261.873047
	Iteration 22Q: 3 clusters Score -647041.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -647045.437500 Penalty: 4261.873047
	Iteration 23Q: 3 clusters Score -647045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -647047.375000 Penalty: 4261.873047
	Iteration 24Q: 3 clusters Score -647047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -647048.625000 Penalty: 4261.873047
	Iteration 25Q: 3 clusters Score -647048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -647048.625000 Penalty: 4261.873047
	Iteration 26Q: 3 clusters Score -647048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -647050.625000 Penalty: 4261.873047
	Iteration 27Q: 3 clusters Score -647050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -647051.312500 Penalty: 4261.873047
	Iteration 28Q: 3 clusters Score -647051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -647052.687500 Penalty: 4261.873047
	Iteration 29Q: 3 clusters Score -647052.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -647052.750000 Penalty: 4261.873047
	Iteration 30Q: 3 clusters Score -647052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -647052.500000 Penalty: 4261.873047
	Iteration 31Q: 3 clusters Score -647052.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -647053.937500 Penalty: 4261.873047
	Iteration 32Q: 3 clusters Score -647053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -647053.937500 Penalty: 4261.873047
	Iteration 33F: 3 clusters Score -647053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Entering Unmasked Estep 
Score: -1648039.000000 Penalty: 2361.675537
	Iteration 0F: 2 clusters Score -1648039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1638019.375000 Penalty: 4723.351074
	Iteration 0F: 3 clusters Score -1638019 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1641189.000000 Penalty: 4723.351074
	Iteration 1F: 3 clusters Score -1641189 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1641552.250000 Penalty: 4723.351074
	Iteration 2F: 3 clusters Score -1641552 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1641835.250000 Penalty: 4723.351074
	Iteration 3F: 3 clusters Score -1641835 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1642097.000000 Penalty: 4723.351074
	Iteration 4Q: 3 clusters Score -1642097 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1642383.375000 Penalty: 4723.351074
	Iteration 5Q: 3 clusters Score -1642383 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1642728.000000 Penalty: 4723.351074
	Iteration 6Q: 3 clusters Score -1642728 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1643082.125000 Penalty: 4723.351074
	Iteration 7Q: 3 clusters Score -1643082 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1643487.500000 Penalty: 4723.351074
	Iteration 8Q: 3 clusters Score -1643488 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1643917.625000 Penalty: 4723.351074
	Iteration 9Q: 3 clusters Score -1643918 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1644379.250000 Penalty: 4723.351074
	Iteration 10Q: 3 clusters Score -1644379 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1644833.375000 Penalty: 4723.351074
	Iteration 11Q: 3 clusters Score -1644833 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1645189.625000 Penalty: 4723.351074
	Iteration 12Q: 3 clusters Score -1645190 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1645464.625000 Penalty: 4723.351074
	Iteration 13Q: 3 clusters Score -1645465 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1645662.000000 Penalty: 4723.351074
	Iteration 14Q: 3 clusters Score -1645662 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1645773.250000 Penalty: 4723.351074
	Iteration 15Q: 3 clusters Score -1645773 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1645863.500000 Penalty: 4723.351074
	Iteration 16Q: 3 clusters Score -1645864 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1645935.625000 Penalty: 4723.351074
	Iteration 17Q: 3 clusters Score -1645936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1645984.625000 Penalty: 4723.351074
	Iteration 18Q: 3 clusters Score -1645985 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1646027.125000 Penalty: 4723.351074
	Iteration 19Q: 3 clusters Score -1646027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1646050.000000 Penalty: 4723.351074
	Iteration 20F: 3 clusters Score -1646050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1646063.875000 Penalty: 4723.351074
	Iteration 21Q: 3 clusters Score -1646064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1646076.250000 Penalty: 4723.351074
	Iteration 22Q: 3 clusters Score -1646076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1646091.750000 Penalty: 4723.351074
	Iteration 23Q: 3 clusters Score -1646092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1646103.750000 Penalty: 4723.351074
	Iteration 24Q: 3 clusters Score -1646104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1646109.875000 Penalty: 4723.351074
	Iteration 25Q: 3 clusters Score -1646110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1646118.000000 Penalty: 4723.351074
	Iteration 26Q: 3 clusters Score -1646118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1646129.875000 Penalty: 4723.351074
	Iteration 27Q: 3 clusters Score -1646130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1646135.875000 Penalty: 4723.351074
	Iteration 28Q: 3 clusters Score -1646136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1646134.375000 Penalty: 4723.351074
	Iteration 29Q: 3 clusters Score -1646134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1646142.125000 Penalty: 4723.351074
	Iteration 30Q: 3 clusters Score -1646142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1646146.750000 Penalty: 4723.351074
	Iteration 31Q: 3 clusters Score -1646147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1646150.000000 Penalty: 4723.351074
	Iteration 32Q: 3 clusters Score -1646150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1646155.500000 Penalty: 4723.351074
	Iteration 33Q: 3 clusters Score -1646156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1646155.875000 Penalty: 4723.351074
	Iteration 34Q: 3 clusters Score -1646156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1646157.750000 Penalty: 4723.351074
	Iteration 35Q: 3 clusters Score -1646158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1646158.750000 Penalty: 4723.351074
	Iteration 36Q: 3 clusters Score -1646159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1646162.000000 Penalty: 4723.351074
	Iteration 37Q: 3 clusters Score -1646162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1646163.125000 Penalty: 4723.351074
	Iteration 38Q: 3 clusters Score -1646163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1646163.375000 Penalty: 4723.351074
	Iteration 39Q: 3 clusters Score -1646163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1646164.500000 Penalty: 4723.351074
	Iteration 40F: 3 clusters Score -1646164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1646168.750000 Penalty: 4723.351074
	Iteration 41Q: 3 clusters Score -1646169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1646167.875000 Penalty: 4723.351074
	Iteration 42Q: 3 clusters Score -1646168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1646168.875000 Penalty: 4723.351074
	Iteration 43Q: 3 clusters Score -1646169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1646171.625000 Penalty: 4723.351074
	Iteration 44Q: 3 clusters Score -1646172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1646172.625000 Penalty: 4723.351074
	Iteration 45Q: 3 clusters Score -1646173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1646172.625000 Penalty: 4723.351074
	Iteration 46Q: 3 clusters Score -1646173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1646172.000000 Penalty: 4723.351074
	Iteration 47Q: 3 clusters Score -1646172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1646181.125000 Penalty: 4723.351074
	Iteration 48Q: 3 clusters Score -1646181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1646185.500000 Penalty: 4723.351074
	Iteration 49Q: 3 clusters Score -1646186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1646186.000000 Penalty: 4723.351074
	Iteration 50Q: 3 clusters Score -1646186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1646187.000000 Penalty: 4723.351074
	Iteration 51Q: 3 clusters Score -1646187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1646188.125000 Penalty: 4723.351074
	Iteration 52Q: 3 clusters Score -1646188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1646191.125000 Penalty: 4723.351074
	Iteration 53Q: 3 clusters Score -1646191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1646189.500000 Penalty: 4723.351074
	Iteration 54Q: 3 clusters Score -1646190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1646193.500000 Penalty: 4723.351074
	Iteration 55Q: 3 clusters Score -1646194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1646192.000000 Penalty: 4723.351074
	Iteration 56Q: 3 clusters Score -1646192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1646194.750000 Penalty: 4723.351074
	Iteration 57Q: 3 clusters Score -1646195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1646194.750000 Penalty: 4723.351074
	Iteration 58F: 3 clusters Score -1646195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Entering Unmasked Estep 
Score: -1810195.375000 Penalty: 2384.521484
	Iteration 0F: 2 clusters Score -1810195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1799301.250000 Penalty: 4769.042969
	Iteration 0F: 3 clusters Score -1799301 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1803037.500000 Penalty: 4769.042969
	Iteration 1F: 3 clusters Score -1803038 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1803769.500000 Penalty: 4769.042969
	Iteration 2F: 3 clusters Score -1803770 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1804613.000000 Penalty: 4769.042969
	Iteration 3F: 3 clusters Score -1804613 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1805603.500000 Penalty: 4769.042969
	Iteration 4F: 3 clusters Score -1805604 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1806660.625000 Penalty: 4769.042969
	Iteration 5F: 3 clusters Score -1806661 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1807675.250000 Penalty: 4769.042969
	Iteration 6F: 3 clusters Score -1807675 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1808489.375000 Penalty: 4769.042969
	Iteration 7F: 3 clusters Score -1808489 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1809042.875000 Penalty: 4769.042969
	Iteration 8Q: 3 clusters Score -1809043 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1809354.250000 Penalty: 4769.042969
	Iteration 9Q: 3 clusters Score -1809354 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1809501.125000 Penalty: 4769.042969
	Iteration 10Q: 3 clusters Score -1809501 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1809578.000000 Penalty: 4769.042969
	Iteration 11Q: 3 clusters Score -1809578 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1809619.500000 Penalty: 4769.042969
	Iteration 12Q: 3 clusters Score -1809620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1809636.750000 Penalty: 4769.042969
	Iteration 13Q: 3 clusters Score -1809637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1809648.625000 Penalty: 4769.042969
	Iteration 14Q: 3 clusters Score -1809649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1809659.875000 Penalty: 4769.042969
	Iteration 15Q: 3 clusters Score -1809660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1809665.375000 Penalty: 4769.042969
	Iteration 16Q: 3 clusters Score -1809665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1809671.500000 Penalty: 4769.042969
	Iteration 17Q: 3 clusters Score -1809672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1809673.250000 Penalty: 4769.042969
	Iteration 18Q: 3 clusters Score -1809673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1809675.625000 Penalty: 4769.042969
	Iteration 19Q: 3 clusters Score -1809676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1809677.875000 Penalty: 4769.042969
	Iteration 20F: 3 clusters Score -1809678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1809675.000000 Penalty: 4769.042969
	Iteration 21Q: 3 clusters Score -1809675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1809680.000000 Penalty: 4769.042969
	Iteration 22Q: 3 clusters Score -1809680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1809681.750000 Penalty: 4769.042969
	Iteration 23Q: 3 clusters Score -1809682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1809680.250000 Penalty: 4769.042969
	Iteration 24Q: 3 clusters Score -1809680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1809680.250000 Penalty: 4769.042969
	Iteration 25F: 3 clusters Score -1809680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -822590.125000 Penalty: 2197.333252
	Iteration 0F: 2 clusters Score -822590.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -816754.687500 Penalty: 4394.666504
	Iteration 0F: 3 clusters Score -816754.7 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -818477.562500 Penalty: 4394.666504
	Iteration 1F: 3 clusters Score -818477.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -819059.000000 Penalty: 4394.666504
	Iteration 2F: 3 clusters Score -819059 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -819621.250000 Penalty: 4394.666504
	Iteration 3F: 3 clusters Score -819621.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -820159.750000 Penalty: 4394.666504
	Iteration 4F: 3 clusters Score -820159.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -820682.125000 Penalty: 4394.666504
	Iteration 5F: 3 clusters Score -820682.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -821094.562500 Penalty: 4394.666504
	Iteration 6F: 3 clusters Score -821094.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -821311.437500 Penalty: 4394.666504
	Iteration 7Q: 3 clusters Score -821311.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -821434.187500 Penalty: 4394.666504
	Iteration 8Q: 3 clusters Score -821434.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -821512.437500 Penalty: 4394.666504
	Iteration 9Q: 3 clusters Score -821512.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -821546.375000 Penalty: 4394.666504
	Iteration 10Q: 3 clusters Score -821546.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -821576.437500 Penalty: 4394.666504
	Iteration 11Q: 3 clusters Score -821576.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -821588.812500 Penalty: 4394.666504
	Iteration 12Q: 3 clusters Score -821588.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -821597.875000 Penalty: 4394.666504
	Iteration 13Q: 3 clusters Score -821597.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -821606.250000 Penalty: 4394.666504
	Iteration 14Q: 3 clusters Score -821606.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -821613.062500 Penalty: 4394.666504
	Iteration 15Q: 3 clusters Score -821613.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -821621.250000 Penalty: 4394.666504
	Iteration 16Q: 3 clusters Score -821621.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -821626.937500 Penalty: 4394.666504
	Iteration 17Q: 3 clusters Score -821626.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -821635.625000 Penalty: 4394.666504
	Iteration 18Q: 3 clusters Score -821635.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -821639.500000 Penalty: 4394.666504
	Iteration 19Q: 3 clusters Score -821639.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -821643.562500 Penalty: 4394.666504
	Iteration 20F: 3 clusters Score -821643.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -821645.000000 Penalty: 4394.666504
	Iteration 21Q: 3 clusters Score -821645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -821647.625000 Penalty: 4394.666504
	Iteration 22Q: 3 clusters Score -821647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -821648.375000 Penalty: 4394.666504
	Iteration 23Q: 3 clusters Score -821648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -821652.562500 Penalty: 4394.666504
	Iteration 24Q: 3 clusters Score -821652.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -821656.312500 Penalty: 4394.666504
	Iteration 25Q: 3 clusters Score -821656.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -821664.250000 Penalty: 4394.666504
	Iteration 26Q: 3 clusters Score -821664.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -821673.250000 Penalty: 4394.666504
	Iteration 27Q: 3 clusters Score -821673.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -821692.687500 Penalty: 4394.666504
	Iteration 28Q: 3 clusters Score -821692.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -821727.312500 Penalty: 4394.666504
	Iteration 29Q: 3 clusters Score -821727.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -821784.625000 Penalty: 4394.666504
	Iteration 30Q: 3 clusters Score -821784.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -821871.125000 Penalty: 4394.666504
	Iteration 31Q: 3 clusters Score -821871.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -821967.437500 Penalty: 4394.666504
	Iteration 32Q: 3 clusters Score -821967.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -822041.375000 Penalty: 4394.666504
	Iteration 33Q: 3 clusters Score -822041.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -822099.187500 Penalty: 4394.666504
	Iteration 34Q: 3 clusters Score -822099.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -822138.250000 Penalty: 4394.666504
	Iteration 35Q: 3 clusters Score -822138.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -822168.437500 Penalty: 4394.666504
	Iteration 36Q: 3 clusters Score -822168.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -822193.625000 Penalty: 4394.666504
	Iteration 37Q: 3 clusters Score -822193.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -822219.062500 Penalty: 4394.666504
	Iteration 38Q: 3 clusters Score -822219.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -822235.000000 Penalty: 4394.666504
	Iteration 39Q: 3 clusters Score -822235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -822254.875000 Penalty: 4394.666504
	Iteration 40F: 3 clusters Score -822254.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -822268.750000 Penalty: 4394.666504
	Iteration 41Q: 3 clusters Score -822268.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -822282.500000 Penalty: 4394.666504
	Iteration 42Q: 3 clusters Score -822282.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -822290.312500 Penalty: 4394.666504
	Iteration 43Q: 3 clusters Score -822290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -822293.187500 Penalty: 4394.666504
	Iteration 44Q: 3 clusters Score -822293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -822296.875000 Penalty: 4394.666504
	Iteration 45Q: 3 clusters Score -822296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -822301.625000 Penalty: 4394.666504
	Iteration 46Q: 3 clusters Score -822301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -822304.750000 Penalty: 4394.666504
	Iteration 47Q: 3 clusters Score -822304.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -822307.312500 Penalty: 4394.666504
	Iteration 48Q: 3 clusters Score -822307.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -822313.062500 Penalty: 4394.666504
	Iteration 49Q: 3 clusters Score -822313.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -822318.562500 Penalty: 4394.666504
	Iteration 50Q: 3 clusters Score -822318.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -822323.062500 Penalty: 4394.666504
	Iteration 51Q: 3 clusters Score -822323.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -822328.437500 Penalty: 4394.666504
	Iteration 52Q: 3 clusters Score -822328.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -822331.125000 Penalty: 4394.666504
	Iteration 53Q: 3 clusters Score -822331.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -822336.125000 Penalty: 4394.666504
	Iteration 54Q: 3 clusters Score -822336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -822339.750000 Penalty: 4394.666504
	Iteration 55Q: 3 clusters Score -822339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -822343.062500 Penalty: 4394.666504
	Iteration 56Q: 3 clusters Score -822343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -822349.312500 Penalty: 4394.666504
	Iteration 57Q: 3 clusters Score -822349.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -822348.500000 Penalty: 4394.666504
	Iteration 58Q: 3 clusters Score -822348.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -822349.937500 Penalty: 4394.666504
	Iteration 59Q: 3 clusters Score -822349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -822354.187500 Penalty: 4394.666504
	Iteration 60F: 3 clusters Score -822354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -822355.125000 Penalty: 4394.666504
	Iteration 61Q: 3 clusters Score -822355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -822355.625000 Penalty: 4394.666504
	Iteration 62Q: 3 clusters Score -822355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -822359.375000 Penalty: 4394.666504
	Iteration 63Q: 3 clusters Score -822359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -822364.062500 Penalty: 4394.666504
	Iteration 64Q: 3 clusters Score -822364.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -822366.312500 Penalty: 4394.666504
	Iteration 65Q: 3 clusters Score -822366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -822367.500000 Penalty: 4394.666504
	Iteration 66Q: 3 clusters Score -822367.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -822369.500000 Penalty: 4394.666504
	Iteration 67Q: 3 clusters Score -822369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -822369.500000 Penalty: 4394.666504
	Iteration 68Q: 3 clusters Score -822369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -822368.937500 Penalty: 4394.666504
	Iteration 69Q: 3 clusters Score -822368.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -822368.937500 Penalty: 4394.666504
	Iteration 70F: 3 clusters Score -822368.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Entering Unmasked Estep 
Score: -2509232.500000 Penalty: 2465.051270
	Iteration 0F: 2 clusters Score -2509232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2494621.500000 Penalty: 4930.102539
	Iteration 0F: 3 clusters Score -2494622 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2499464.500000 Penalty: 4930.102539
	Iteration 1F: 3 clusters Score -2499464 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2499893.500000 Penalty: 4930.102539
	Iteration 2F: 3 clusters Score -2499894 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2500356.000000 Penalty: 4930.102539
	Iteration 3Q: 3 clusters Score -2500356 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2501101.250000 Penalty: 4930.102539
	Iteration 4F: 3 clusters Score -2501101 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2502207.000000 Penalty: 4930.102539
	Iteration 5F: 3 clusters Score -2502207 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2503571.750000 Penalty: 4930.102539
	Iteration 6F: 3 clusters Score -2503572 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2504885.750000 Penalty: 4930.102539
	Iteration 7F: 3 clusters Score -2504886 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2505882.000000 Penalty: 4930.102539
	Iteration 8F: 3 clusters Score -2505882 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2506600.750000 Penalty: 4930.102539
	Iteration 9Q: 3 clusters Score -2506601 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2507217.750000 Penalty: 4930.102539
	Iteration 10Q: 3 clusters Score -2507218 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2507673.750000 Penalty: 4930.102539
	Iteration 11Q: 3 clusters Score -2507674 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2507981.750000 Penalty: 4930.102539
	Iteration 12Q: 3 clusters Score -2507982 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2508159.000000 Penalty: 4930.102539
	Iteration 13Q: 3 clusters Score -2508159 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2508268.750000 Penalty: 4930.102539
	Iteration 14Q: 3 clusters Score -2508269 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2508327.250000 Penalty: 4930.102539
	Iteration 15Q: 3 clusters Score -2508327 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2508362.250000 Penalty: 4930.102539
	Iteration 16Q: 3 clusters Score -2508362 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2508388.250000 Penalty: 4930.102539
	Iteration 17Q: 3 clusters Score -2508388 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2508415.000000 Penalty: 4930.102539
	Iteration 18Q: 3 clusters Score -2508415 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2508442.250000 Penalty: 4930.102539
	Iteration 19Q: 3 clusters Score -2508442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2508456.750000 Penalty: 4930.102539
	Iteration 20F: 3 clusters Score -2508457 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2508468.500000 Penalty: 4930.102539
	Iteration 21Q: 3 clusters Score -2508468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2508476.000000 Penalty: 4930.102539
	Iteration 22Q: 3 clusters Score -2508476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2508484.000000 Penalty: 4930.102539
	Iteration 23Q: 3 clusters Score -2508484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2508481.500000 Penalty: 4930.102539
	Iteration 24Q: 3 clusters Score -2508482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2508485.000000 Penalty: 4930.102539
	Iteration 25Q: 3 clusters Score -2508485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2508489.500000 Penalty: 4930.102539
	Iteration 26Q: 3 clusters Score -2508490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2508492.500000 Penalty: 4930.102539
	Iteration 27Q: 3 clusters Score -2508492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2508491.250000 Penalty: 4930.102539
	Iteration 28Q: 3 clusters Score -2508491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2508491.000000 Penalty: 4930.102539
	Iteration 29Q: 3 clusters Score -2508491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2508494.250000 Penalty: 4930.102539
	Iteration 30Q: 3 clusters Score -2508494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2508491.750000 Penalty: 4930.102539
	Iteration 31Q: 3 clusters Score -2508492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2508492.000000 Penalty: 4930.102539
	Iteration 32Q: 3 clusters Score -2508492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -2508494.000000 Penalty: 4930.102539
	Iteration 33Q: 3 clusters Score -2508494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -2508500.000000 Penalty: 4930.102539
	Iteration 34Q: 3 clusters Score -2508500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2508498.250000 Penalty: 4930.102539
	Iteration 35Q: 3 clusters Score -2508498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2508508.000000 Penalty: 4930.102539
	Iteration 36Q: 3 clusters Score -2508508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2508508.500000 Penalty: 4930.102539
	Iteration 37Q: 3 clusters Score -2508508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2508508.250000 Penalty: 4930.102539
	Iteration 38Q: 3 clusters Score -2508508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2508507.000000 Penalty: 4930.102539
	Iteration 39Q: 3 clusters Score -2508507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2508505.750000 Penalty: 4930.102539
	Iteration 40F: 3 clusters Score -2508506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2508502.500000 Penalty: 4930.102539
	Iteration 41Q: 3 clusters Score -2508502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2508505.750000 Penalty: 4930.102539
	Iteration 42Q: 3 clusters Score -2508506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2508509.750000 Penalty: 4930.102539
	Iteration 43Q: 3 clusters Score -2508510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2508514.250000 Penalty: 4930.102539
	Iteration 44Q: 3 clusters Score -2508514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2508512.500000 Penalty: 4930.102539
	Iteration 45Q: 3 clusters Score -2508512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2508516.000000 Penalty: 4930.102539
	Iteration 46Q: 3 clusters Score -2508516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2508513.500000 Penalty: 4930.102539
	Iteration 47Q: 3 clusters Score -2508514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2508510.250000 Penalty: 4930.102539
	Iteration 48Q: 3 clusters Score -2508510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2508513.500000 Penalty: 4930.102539
	Iteration 49Q: 3 clusters Score -2508514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2508515.000000 Penalty: 4930.102539
	Iteration 50Q: 3 clusters Score -2508515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2508513.750000 Penalty: 4930.102539
	Iteration 51Q: 3 clusters Score -2508514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2508520.000000 Penalty: 4930.102539
	Iteration 52Q: 3 clusters Score -2508520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2508521.000000 Penalty: 4930.102539
	Iteration 53Q: 3 clusters Score -2508521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2508525.000000 Penalty: 4930.102539
	Iteration 54Q: 3 clusters Score -2508525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2508525.000000 Penalty: 4930.102539
	Iteration 55Q: 3 clusters Score -2508525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2508529.750000 Penalty: 4930.102539
	Iteration 56Q: 3 clusters Score -2508530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2508528.500000 Penalty: 4930.102539
	Iteration 57Q: 3 clusters Score -2508528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2508536.750000 Penalty: 4930.102539
	Iteration 58Q: 3 clusters Score -2508537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2508542.750000 Penalty: 4930.102539
	Iteration 59Q: 3 clusters Score -2508543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2508546.750000 Penalty: 4930.102539
	Iteration 60F: 3 clusters Score -2508547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2508552.500000 Penalty: 4930.102539
	Iteration 61Q: 3 clusters Score -2508552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2508552.750000 Penalty: 4930.102539
	Iteration 62Q: 3 clusters Score -2508553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2508554.250000 Penalty: 4930.102539
	Iteration 63Q: 3 clusters Score -2508554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2508553.250000 Penalty: 4930.102539
	Iteration 64Q: 3 clusters Score -2508553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2508550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2508552.000000 Penalty: 4930.102539
	Iteration 66Q: 3 clusters Score -2508552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2508549.750000 Penalty: 4930.102539
	Iteration 67Q: 3 clusters Score -2508550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2508555.250000 Penalty: 4930.102539
	Iteration 68Q: 3 clusters Score -2508555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2508561.250000 Penalty: 4930.102539
	Iteration 69Q: 3 clusters Score -2508561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2508567.000000 Penalty: 4930.102539
	Iteration 70Q: 3 clusters Score -2508567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2508575.250000 Penalty: 4930.102539
	Iteration 71Q: 3 clusters Score -2508575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2508581.750000 Penalty: 4930.102539
	Iteration 72Q: 3 clusters Score -2508582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2508587.250000 Penalty: 4930.102539
	Iteration 73Q: 3 clusters Score -2508587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2508592.500000 Penalty: 4930.102539
	Iteration 74Q: 3 clusters Score -2508592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2508596.250000 Penalty: 4930.102539
	Iteration 75Q: 3 clusters Score -2508596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2508596.000000 Penalty: 4930.102539
	Iteration 76Q: 3 clusters Score -2508596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2508601.750000 Penalty: 4930.102539
	Iteration 77Q: 3 clusters Score -2508602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2508615.500000 Penalty: 4930.102539
	Iteration 78Q: 3 clusters Score -2508616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2508608.750000 Penalty: 4930.102539
	Iteration 79Q: 3 clusters Score -2508609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2508616.250000 Penalty: 4930.102539
	Iteration 80F: 3 clusters Score -2508616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2508621.250000 Penalty: 4930.102539
	Iteration 81Q: 3 clusters Score -2508621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2508622.500000 Penalty: 4930.102539
	Iteration 82Q: 3 clusters Score -2508622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2508627.750000 Penalty: 4930.102539
	Iteration 83Q: 3 clusters Score -2508628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2508626.000000 Penalty: 4930.102539
	Iteration 84Q: 3 clusters Score -2508626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2508625.250000 Penalty: 4930.102539
	Iteration 85Q: 3 clusters Score -2508625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2508627.500000 Penalty: 4930.102539
	Iteration 86Q: 3 clusters Score -2508628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2508626.500000 Penalty: 4930.102539
	Iteration 87Q: 3 clusters Score -2508626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2508631.250000 Penalty: 4930.102539
	Iteration 88Q: 3 clusters Score -2508631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2508628.750000 Penalty: 4930.102539
	Iteration 89Q: 3 clusters Score -2508629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2508626.000000 Penalty: 4930.102539
	Iteration 90Q: 3 clusters Score -2508626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2508628.750000 Penalty: 4930.102539
	Iteration 91Q: 3 clusters Score -2508629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2508625.500000 Penalty: 4930.102539
	Iteration 92Q: 3 clusters Score -2508626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2508622.500000 Penalty: 4930.102539
	Iteration 93Q: 3 clusters Score -2508622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2508626.250000 Penalty: 4930.102539
	Iteration 94Q: 3 clusters Score -2508626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2508635.750000 Penalty: 4930.102539
	Iteration 95Q: 3 clusters Score -2508636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2508637.750000 Penalty: 4930.102539
	Iteration 96Q: 3 clusters Score -2508638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2508639.000000 Penalty: 4930.102539
	Iteration 97Q: 3 clusters Score -2508639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2508642.000000 Penalty: 4930.102539
	Iteration 98Q: 3 clusters Score -2508642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2508638.250000 Penalty: 4930.102539
	Iteration 99Q: 3 clusters Score -2508638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2508637.500000 Penalty: 4930.102539
	Iteration 100F: 3 clusters Score -2508638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2508633.750000 Penalty: 4930.102539
	Iteration 101Q: 3 clusters Score -2508634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2508640.000000 Penalty: 4930.102539
	Iteration 102Q: 3 clusters Score -2508640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2508641.250000 Penalty: 4930.102539
	Iteration 103Q: 3 clusters Score -2508641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2508646.000000 Penalty: 4930.102539
	Iteration 104Q: 3 clusters Score -2508646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2508642.750000 Penalty: 4930.102539
	Iteration 105Q: 3 clusters Score -2508643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2508645.500000 Penalty: 4930.102539
	Iteration 106Q: 3 clusters Score -2508646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2508643.750000 Penalty: 4930.102539
	Iteration 107Q: 3 clusters Score -2508644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2508650.000000 Penalty: 4930.102539
	Iteration 108Q: 3 clusters Score -2508650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2508648.750000 Penalty: 4930.102539
	Iteration 109Q: 3 clusters Score -2508649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2508648.000000 Penalty: 4930.102539
	Iteration 110Q: 3 clusters Score -2508648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2508647.500000 Penalty: 4930.102539
	Iteration 111Q: 3 clusters Score -2508648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2508644.750000 Penalty: 4930.102539
	Iteration 112Q: 3 clusters Score -2508645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2508647.250000 Penalty: 4930.102539
	Iteration 113Q: 3 clusters Score -2508647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2508649.750000 Penalty: 4930.102539
	Iteration 114Q: 3 clusters Score -2508650 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2508649.750000 Penalty: 4930.102539
	Iteration 115F: 3 clusters Score -2508650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18899 members 
Entering Unmasked Estep 
Score: -2273208.250000 Penalty: 2442.022461
	Iteration 0F: 2 clusters Score -2273208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2259908.750000 Penalty: 4884.044922
	Iteration 0F: 3 clusters Score -2259909 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2264448.250000 Penalty: 4884.044922
	Iteration 1F: 3 clusters Score -2264448 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2264908.250000 Penalty: 4884.044922
	Iteration 2F: 3 clusters Score -2264908 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2265329.750000 Penalty: 4884.044922
	Iteration 3F: 3 clusters Score -2265330 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2265695.000000 Penalty: 4884.044922
	Iteration 4Q: 3 clusters Score -2265695 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2266013.250000 Penalty: 4884.044922
	Iteration 5Q: 3 clusters Score -2266013 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2266324.000000 Penalty: 4884.044922
	Iteration 6Q: 3 clusters Score -2266324 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2266607.750000 Penalty: 4884.044922
	Iteration 7Q: 3 clusters Score -2266608 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2266883.000000 Penalty: 4884.044922
	Iteration 8Q: 3 clusters Score -2266883 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2267164.750000 Penalty: 4884.044922
	Iteration 9Q: 3 clusters Score -2267165 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2267449.000000 Penalty: 4884.044922
	Iteration 10Q: 3 clusters Score -2267449 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2267744.250000 Penalty: 4884.044922
	Iteration 11Q: 3 clusters Score -2267744 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2268028.250000 Penalty: 4884.044922
	Iteration 12Q: 3 clusters Score -2268028 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2268311.250000 Penalty: 4884.044922
	Iteration 13Q: 3 clusters Score -2268311 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2268533.500000 Penalty: 4884.044922
	Iteration 14Q: 3 clusters Score -2268534 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2268681.750000 Penalty: 4884.044922
	Iteration 15Q: 3 clusters Score -2268682 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2268805.500000 Penalty: 4884.044922
	Iteration 16Q: 3 clusters Score -2268806 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2268920.750000 Penalty: 4884.044922
	Iteration 17Q: 3 clusters Score -2268921 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2269014.500000 Penalty: 4884.044922
	Iteration 18Q: 3 clusters Score -2269014 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2269105.250000 Penalty: 4884.044922
	Iteration 19Q: 3 clusters Score -2269105 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2269186.250000 Penalty: 4884.044922
	Iteration 20F: 3 clusters Score -2269186 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2269261.250000 Penalty: 4884.044922
	Iteration 21Q: 3 clusters Score -2269261 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2269345.000000 Penalty: 4884.044922
	Iteration 22Q: 3 clusters Score -2269345 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2269435.750000 Penalty: 4884.044922
	Iteration 23Q: 3 clusters Score -2269436 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2269532.750000 Penalty: 4884.044922
	Iteration 24Q: 3 clusters Score -2269533 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2269620.250000 Penalty: 4884.044922
	Iteration 25Q: 3 clusters Score -2269620 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2269689.750000 Penalty: 4884.044922
	Iteration 26Q: 3 clusters Score -2269690 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2269771.500000 Penalty: 4884.044922
	Iteration 27Q: 3 clusters Score -2269772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2269852.500000 Penalty: 4884.044922
	Iteration 28Q: 3 clusters Score -2269852 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2269939.000000 Penalty: 4884.044922
	Iteration 29Q: 3 clusters Score -2269939 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2270019.250000 Penalty: 4884.044922
	Iteration 30Q: 3 clusters Score -2270019 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2270118.500000 Penalty: 4884.044922
	Iteration 31Q: 3 clusters Score -2270118 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2270222.750000 Penalty: 4884.044922
	Iteration 32Q: 3 clusters Score -2270223 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2270323.000000 Penalty: 4884.044922
	Iteration 33Q: 3 clusters Score -2270323 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2270414.000000 Penalty: 4884.044922
	Iteration 34Q: 3 clusters Score -2270414 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2270500.000000 Penalty: 4884.044922
	Iteration 35Q: 3 clusters Score -2270500 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2270567.000000 Penalty: 4884.044922
	Iteration 36Q: 3 clusters Score -2270567 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2270632.250000 Penalty: 4884.044922
	Iteration 37Q: 3 clusters Score -2270632 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2270685.000000 Penalty: 4884.044922
	Iteration 38Q: 3 clusters Score -2270685 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2270737.750000 Penalty: 4884.044922
	Iteration 39Q: 3 clusters Score -2270738 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2270774.500000 Penalty: 4884.044922
	Iteration 40F: 3 clusters Score -2270774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2270812.750000 Penalty: 4884.044922
	Iteration 41Q: 3 clusters Score -2270813 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2270844.250000 Penalty: 4884.044922
	Iteration 42Q: 3 clusters Score -2270844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2270880.000000 Penalty: 4884.044922
	Iteration 43Q: 3 clusters Score -2270880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2270922.500000 Penalty: 4884.044922
	Iteration 44Q: 3 clusters Score -2270922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2270967.250000 Penalty: 4884.044922
	Iteration 45Q: 3 clusters Score -2270967 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2270996.750000 Penalty: 4884.044922
	Iteration 46Q: 3 clusters Score -2270997 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2271027.250000 Penalty: 4884.044922
	Iteration 47Q: 3 clusters Score -2271027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2271057.250000 Penalty: 4884.044922
	Iteration 48Q: 3 clusters Score -2271057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2271078.500000 Penalty: 4884.044922
	Iteration 49Q: 3 clusters Score -2271078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2271102.250000 Penalty: 4884.044922
	Iteration 50Q: 3 clusters Score -2271102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2271130.500000 Penalty: 4884.044922
	Iteration 51Q: 3 clusters Score -2271130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2271163.500000 Penalty: 4884.044922
	Iteration 52Q: 3 clusters Score -2271164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2271183.250000 Penalty: 4884.044922
	Iteration 53Q: 3 clusters Score -2271183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2271198.750000 Penalty: 4884.044922
	Iteration 54Q: 3 clusters Score -2271199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2271212.750000 Penalty: 4884.044922
	Iteration 55Q: 3 clusters Score -2271213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2271221.000000 Penalty: 4884.044922
	Iteration 56Q: 3 clusters Score -2271221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2271230.750000 Penalty: 4884.044922
	Iteration 57Q: 3 clusters Score -2271231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2271240.000000 Penalty: 4884.044922
	Iteration 58Q: 3 clusters Score -2271240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -2271248.250000 Penalty: 4884.044922
	Iteration 59Q: 3 clusters Score -2271248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2271255.250000 Penalty: 4884.044922
	Iteration 60F: 3 clusters Score -2271255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2271263.750000 Penalty: 4884.044922
	Iteration 61Q: 3 clusters Score -2271264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2271272.000000 Penalty: 4884.044922
	Iteration 62Q: 3 clusters Score -2271272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -2271288.250000 Penalty: 4884.044922
	Iteration 63Q: 3 clusters Score -2271288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2271294.250000 Penalty: 4884.044922
	Iteration 64Q: 3 clusters Score -2271294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2271299.000000 Penalty: 4884.044922
	Iteration 65Q: 3 clusters Score -2271299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2271309.500000 Penalty: 4884.044922
	Iteration 66Q: 3 clusters Score -2271310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2271316.000000 Penalty: 4884.044922
	Iteration 67Q: 3 clusters Score -2271316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2271319.250000 Penalty: 4884.044922
	Iteration 68Q: 3 clusters Score -2271319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2271330.750000 Penalty: 4884.044922
	Iteration 69Q: 3 clusters Score -2271331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2271338.000000 Penalty: 4884.044922
	Iteration 70Q: 3 clusters Score -2271338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2271346.000000 Penalty: 4884.044922
	Iteration 71Q: 3 clusters Score -2271346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2271346.750000 Penalty: 4884.044922
	Iteration 72Q: 3 clusters Score -2271347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2271346.250000 Penalty: 4884.044922
	Iteration 73Q: 3 clusters Score -2271346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2271352.500000 Penalty: 4884.044922
	Iteration 74Q: 3 clusters Score -2271352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2271351.500000 Penalty: 4884.044922
	Iteration 75Q: 3 clusters Score -2271352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2271353.750000 Penalty: 4884.044922
	Iteration 76Q: 3 clusters Score -2271354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2271353.750000 Penalty: 4884.044922
	Iteration 77F: 3 clusters Score -2271354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Entering Unmasked Estep 
Score: -667262.750000 Penalty: 2207.505127
	Iteration 0F: 2 clusters Score -667262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -661316.375000 Penalty: 4415.010254
	Iteration 0F: 3 clusters Score -661316.4 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -662975.937500 Penalty: 4415.010254
	Iteration 1F: 3 clusters Score -662975.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -663333.750000 Penalty: 4415.010254
	Iteration 2F: 3 clusters Score -663333.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -663709.000000 Penalty: 4415.010254
	Iteration 3F: 3 clusters Score -663709 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -664043.500000 Penalty: 4415.010254
	Iteration 4F: 3 clusters Score -664043.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -664374.187500 Penalty: 4415.010254
	Iteration 5F: 3 clusters Score -664374.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -664643.500000 Penalty: 4415.010254
	Iteration 6F: 3 clusters Score -664643.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -664857.625000 Penalty: 4415.010254
	Iteration 7Q: 3 clusters Score -664857.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -665008.437500 Penalty: 4415.010254
	Iteration 8Q: 3 clusters Score -665008.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -665124.875000 Penalty: 4415.010254
	Iteration 9Q: 3 clusters Score -665124.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -665192.500000 Penalty: 4415.010254
	Iteration 10Q: 3 clusters Score -665192.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -665242.937500 Penalty: 4415.010254
	Iteration 11Q: 3 clusters Score -665242.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -665275.812500 Penalty: 4415.010254
	Iteration 12Q: 3 clusters Score -665275.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -665304.187500 Penalty: 4415.010254
	Iteration 13Q: 3 clusters Score -665304.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -665326.687500 Penalty: 4415.010254
	Iteration 14Q: 3 clusters Score -665326.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -665342.250000 Penalty: 4415.010254
	Iteration 15Q: 3 clusters Score -665342.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -665356.562500 Penalty: 4415.010254
	Iteration 16Q: 3 clusters Score -665356.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -665373.625000 Penalty: 4415.010254
	Iteration 17Q: 3 clusters Score -665373.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -665390.187500 Penalty: 4415.010254
	Iteration 18Q: 3 clusters Score -665390.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -665402.062500 Penalty: 4415.010254
	Iteration 19Q: 3 clusters Score -665402.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -665412.625000 Penalty: 4415.010254
	Iteration 20F: 3 clusters Score -665412.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -665420.812500 Penalty: 4415.010254
	Iteration 21Q: 3 clusters Score -665420.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -665424.812500 Penalty: 4415.010254
	Iteration 22Q: 3 clusters Score -665424.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -665427.312500 Penalty: 4415.010254
	Iteration 23Q: 3 clusters Score -665427.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -665431.500000 Penalty: 4415.010254
	Iteration 24Q: 3 clusters Score -665431.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -665433.562500 Penalty: 4415.010254
	Iteration 25Q: 3 clusters Score -665433.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -665436.625000 Penalty: 4415.010254
	Iteration 26Q: 3 clusters Score -665436.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -665438.875000 Penalty: 4415.010254
	Iteration 27Q: 3 clusters Score -665438.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -665439.125000 Penalty: 4415.010254
	Iteration 28Q: 3 clusters Score -665439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -665440.437500 Penalty: 4415.010254
	Iteration 29Q: 3 clusters Score -665440.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -665442.000000 Penalty: 4415.010254
	Iteration 30Q: 3 clusters Score -665442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -665445.250000 Penalty: 4415.010254
	Iteration 31Q: 3 clusters Score -665445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -665447.187500 Penalty: 4415.010254
	Iteration 32Q: 3 clusters Score -665447.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -665448.812500 Penalty: 4415.010254
	Iteration 33Q: 3 clusters Score -665448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -665451.250000 Penalty: 4415.010254
	Iteration 34Q: 3 clusters Score -665451.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -665451.250000 Penalty: 4415.010254
	Iteration 35Q: 3 clusters Score -665451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -665452.937500 Penalty: 4415.010254
	Iteration 36Q: 3 clusters Score -665452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -665454.500000 Penalty: 4415.010254
	Iteration 37Q: 3 clusters Score -665454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -665455.312500 Penalty: 4415.010254
	Iteration 38Q: 3 clusters Score -665455.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -665454.937500 Penalty: 4415.010254
	Iteration 39Q: 3 clusters Score -665454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -665454.562500 Penalty: 4415.010254
	Iteration 40F: 3 clusters Score -665454.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -665455.937500 Penalty: 4415.010254
	Iteration 41Q: 3 clusters Score -665455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -665454.625000 Penalty: 4415.010254
	Iteration 42Q: 3 clusters Score -665454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -665456.500000 Penalty: 4415.010254
	Iteration 43Q: 3 clusters Score -665456.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -665459.375000 Penalty: 4415.010254
	Iteration 44Q: 3 clusters Score -665459.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -665461.062500 Penalty: 4415.010254
	Iteration 45Q: 3 clusters Score -665461.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -665463.062500 Penalty: 4415.010254
	Iteration 46Q: 3 clusters Score -665463.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -665465.625000 Penalty: 4415.010254
	Iteration 47Q: 3 clusters Score -665465.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -665465.125000 Penalty: 4415.010254
	Iteration 48Q: 3 clusters Score -665465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -665468.250000 Penalty: 4415.010254
	Iteration 49Q: 3 clusters Score -665468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -665468.312500 Penalty: 4415.010254
	Iteration 50Q: 3 clusters Score -665468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -665468.375000 Penalty: 4415.010254
	Iteration 51Q: 3 clusters Score -665468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -665468.062500 Penalty: 4415.010254
	Iteration 52Q: 3 clusters Score -665468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -665469.562500 Penalty: 4415.010254
	Iteration 53Q: 3 clusters Score -665469.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -665470.750000 Penalty: 4415.010254
	Iteration 54Q: 3 clusters Score -665470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -665472.250000 Penalty: 4415.010254
	Iteration 55Q: 3 clusters Score -665472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -665472.125000 Penalty: 4415.010254
	Iteration 56Q: 3 clusters Score -665472.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -665474.062500 Penalty: 4415.010254
	Iteration 57Q: 3 clusters Score -665474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -665474.687500 Penalty: 4415.010254
	Iteration 58Q: 3 clusters Score -665474.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -665478.187500 Penalty: 4415.010254
	Iteration 59Q: 3 clusters Score -665478.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -665480.625000 Penalty: 4415.010254
	Iteration 60F: 3 clusters Score -665480.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -665482.062500 Penalty: 4415.010254
	Iteration 61Q: 3 clusters Score -665482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -665481.125000 Penalty: 4415.010254
	Iteration 62Q: 3 clusters Score -665481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -665482.687500 Penalty: 4415.010254
	Iteration 63Q: 3 clusters Score -665482.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -665482.687500 Penalty: 4415.010254
	Iteration 64F: 3 clusters Score -665482.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -367350.093750 Penalty: 2094.905518
	Iteration 0F: 2 clusters Score -367350.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -363167.343750 Penalty: 4189.811035
	Iteration 0F: 3 clusters Score -363167.3 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -364718.187500 Penalty: 4189.811035
	Iteration 1F: 3 clusters Score -364718.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -365448.312500 Penalty: 4189.811035
	Iteration 2F: 3 clusters Score -365448.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -365986.875000 Penalty: 4189.811035
	Iteration 3F: 3 clusters Score -365986.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -366335.281250 Penalty: 4189.811035
	Iteration 4F: 3 clusters Score -366335.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -366540.875000 Penalty: 4189.811035
	Iteration 5Q: 3 clusters Score -366540.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -366657.843750 Penalty: 4189.811035
	Iteration 6Q: 3 clusters Score -366657.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -366716.000000 Penalty: 4189.811035
	Iteration 7Q: 3 clusters Score -366716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -366766.000000 Penalty: 4189.811035
	Iteration 8Q: 3 clusters Score -366766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -366818.125000 Penalty: 4189.811035
	Iteration 9Q: 3 clusters Score -366818.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -366850.187500 Penalty: 4189.811035
	Iteration 10Q: 3 clusters Score -366850.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -366865.281250 Penalty: 4189.811035
	Iteration 11Q: 3 clusters Score -366865.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -366876.687500 Penalty: 4189.811035
	Iteration 12Q: 3 clusters Score -366876.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -366882.250000 Penalty: 4189.811035
	Iteration 13Q: 3 clusters Score -366882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -366884.656250 Penalty: 4189.811035
	Iteration 14Q: 3 clusters Score -366884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -366885.968750 Penalty: 4189.811035
	Iteration 15Q: 3 clusters Score -366886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -366887.406250 Penalty: 4189.811035
	Iteration 16Q: 3 clusters Score -366887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -366889.593750 Penalty: 4189.811035
	Iteration 17Q: 3 clusters Score -366889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -366890.875000 Penalty: 4189.811035
	Iteration 18Q: 3 clusters Score -366890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -366891.187500 Penalty: 4189.811035
	Iteration 19Q: 3 clusters Score -366891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -366892.906250 Penalty: 4189.811035
	Iteration 20F: 3 clusters Score -366892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -366893.281250 Penalty: 4189.811035
	Iteration 21Q: 3 clusters Score -366893.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -366893.968750 Penalty: 4189.811035
	Iteration 22Q: 3 clusters Score -366894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -366893.968750 Penalty: 4189.811035
	Iteration 23F: 3 clusters Score -366894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Entering Unmasked Estep 
Score: -438791.031250 Penalty: 2058.346191
	Iteration 0F: 2 clusters Score -438791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -434952.750000 Penalty: 4116.692383
	Iteration 0F: 3 clusters Score -434952.8 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -435964.093750 Penalty: 4116.692383
	Iteration 1F: 3 clusters Score -435964.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -436291.250000 Penalty: 4116.692383
	Iteration 2F: 3 clusters Score -436291.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -436502.968750 Penalty: 4116.692383
	Iteration 3F: 3 clusters Score -436503 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -436676.656250 Penalty: 4116.692383
	Iteration 4F: 3 clusters Score -436676.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -436856.718750 Penalty: 4116.692383
	Iteration 5Q: 3 clusters Score -436856.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -437039.031250 Penalty: 4116.692383
	Iteration 6Q: 3 clusters Score -437039 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -437171.375000 Penalty: 4116.692383
	Iteration 7Q: 3 clusters Score -437171.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -437264.468750 Penalty: 4116.692383
	Iteration 8Q: 3 clusters Score -437264.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -437333.062500 Penalty: 4116.692383
	Iteration 9Q: 3 clusters Score -437333.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -437388.687500 Penalty: 4116.692383
	Iteration 10Q: 3 clusters Score -437388.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -437429.250000 Penalty: 4116.692383
	Iteration 11Q: 3 clusters Score -437429.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -437460.218750 Penalty: 4116.692383
	Iteration 12Q: 3 clusters Score -437460.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -437489.437500 Penalty: 4116.692383
	Iteration 13Q: 3 clusters Score -437489.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -437525.718750 Penalty: 4116.692383
	Iteration 14Q: 3 clusters Score -437525.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -437552.906250 Penalty: 4116.692383
	Iteration 15Q: 3 clusters Score -437552.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -437579.312500 Penalty: 4116.692383
	Iteration 16Q: 3 clusters Score -437579.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -437599.406250 Penalty: 4116.692383
	Iteration 17Q: 3 clusters Score -437599.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -437612.375000 Penalty: 4116.692383
	Iteration 18Q: 3 clusters Score -437612.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -437623.531250 Penalty: 4116.692383
	Iteration 19Q: 3 clusters Score -437623.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -437635.875000 Penalty: 4116.692383
	Iteration 20F: 3 clusters Score -437635.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -437649.718750 Penalty: 4116.692383
	Iteration 21Q: 3 clusters Score -437649.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -437664.406250 Penalty: 4116.692383
	Iteration 22Q: 3 clusters Score -437664.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -437674.906250 Penalty: 4116.692383
	Iteration 23Q: 3 clusters Score -437674.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -437686.562500 Penalty: 4116.692383
	Iteration 24Q: 3 clusters Score -437686.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -437700.937500 Penalty: 4116.692383
	Iteration 25Q: 3 clusters Score -437700.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -437709.093750 Penalty: 4116.692383
	Iteration 26Q: 3 clusters Score -437709.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -437715.312500 Penalty: 4116.692383
	Iteration 27Q: 3 clusters Score -437715.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -437723.250000 Penalty: 4116.692383
	Iteration 28Q: 3 clusters Score -437723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -437731.562500 Penalty: 4116.692383
	Iteration 29Q: 3 clusters Score -437731.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -437737.062500 Penalty: 4116.692383
	Iteration 30Q: 3 clusters Score -437737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -437740.625000 Penalty: 4116.692383
	Iteration 31Q: 3 clusters Score -437740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -437744.062500 Penalty: 4116.692383
	Iteration 32Q: 3 clusters Score -437744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -437746.718750 Penalty: 4116.692383
	Iteration 33Q: 3 clusters Score -437746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -437752.937500 Penalty: 4116.692383
	Iteration 34Q: 3 clusters Score -437752.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -437760.593750 Penalty: 4116.692383
	Iteration 35Q: 3 clusters Score -437760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -437763.437500 Penalty: 4116.692383
	Iteration 36Q: 3 clusters Score -437763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -437766.656250 Penalty: 4116.692383
	Iteration 37Q: 3 clusters Score -437766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -437766.687500 Penalty: 4116.692383
	Iteration 38Q: 3 clusters Score -437766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -437766.875000 Penalty: 4116.692383
	Iteration 39Q: 3 clusters Score -437766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -437767.937500 Penalty: 4116.692383
	Iteration 40F: 3 clusters Score -437767.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Entering Unmasked Estep 
Score: -1205431.875000 Penalty: 2340.928223
	Iteration 0F: 2 clusters Score -1205432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1196162.375000 Penalty: 4681.856445
	Iteration 0F: 3 clusters Score -1196162 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1199089.875000 Penalty: 4681.856445
	Iteration 1F: 3 clusters Score -1199090 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1199489.125000 Penalty: 4681.856445
	Iteration 2F: 3 clusters Score -1199489 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1199869.750000 Penalty: 4681.856445
	Iteration 3F: 3 clusters Score -1199870 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1200263.500000 Penalty: 4681.856445
	Iteration 4F: 3 clusters Score -1200264 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1200726.000000 Penalty: 4681.856445
	Iteration 5F: 3 clusters Score -1200726 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1201264.625000 Penalty: 4681.856445
	Iteration 6F: 3 clusters Score -1201265 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1201791.500000 Penalty: 4681.856445
	Iteration 7F: 3 clusters Score -1201792 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1202250.750000 Penalty: 4681.856445
	Iteration 8Q: 3 clusters Score -1202251 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1202647.875000 Penalty: 4681.856445
	Iteration 9Q: 3 clusters Score -1202648 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1202965.875000 Penalty: 4681.856445
	Iteration 10Q: 3 clusters Score -1202966 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1203206.375000 Penalty: 4681.856445
	Iteration 11Q: 3 clusters Score -1203206 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1203364.875000 Penalty: 4681.856445
	Iteration 12Q: 3 clusters Score -1203365 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1203478.000000 Penalty: 4681.856445
	Iteration 13Q: 3 clusters Score -1203478 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1203553.500000 Penalty: 4681.856445
	Iteration 14Q: 3 clusters Score -1203554 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1203610.500000 Penalty: 4681.856445
	Iteration 15Q: 3 clusters Score -1203610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1203650.000000 Penalty: 4681.856445
	Iteration 16Q: 3 clusters Score -1203650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1203676.875000 Penalty: 4681.856445
	Iteration 17Q: 3 clusters Score -1203677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1203712.250000 Penalty: 4681.856445
	Iteration 18Q: 3 clusters Score -1203712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1203736.250000 Penalty: 4681.856445
	Iteration 19Q: 3 clusters Score -1203736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1203769.375000 Penalty: 4681.856445
	Iteration 20F: 3 clusters Score -1203769 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1203803.250000 Penalty: 4681.856445
	Iteration 21Q: 3 clusters Score -1203803 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1203834.500000 Penalty: 4681.856445
	Iteration 22Q: 3 clusters Score -1203834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1203865.250000 Penalty: 4681.856445
	Iteration 23Q: 3 clusters Score -1203865 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1203879.125000 Penalty: 4681.856445
	Iteration 24Q: 3 clusters Score -1203879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1203897.500000 Penalty: 4681.856445
	Iteration 25Q: 3 clusters Score -1203898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1203914.125000 Penalty: 4681.856445
	Iteration 26Q: 3 clusters Score -1203914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1203923.125000 Penalty: 4681.856445
	Iteration 27Q: 3 clusters Score -1203923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1203932.250000 Penalty: 4681.856445
	Iteration 28Q: 3 clusters Score -1203932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1203944.500000 Penalty: 4681.856445
	Iteration 29Q: 3 clusters Score -1203944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1203960.875000 Penalty: 4681.856445
	Iteration 30Q: 3 clusters Score -1203961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1203975.125000 Penalty: 4681.856445
	Iteration 31Q: 3 clusters Score -1203975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1203987.750000 Penalty: 4681.856445
	Iteration 32Q: 3 clusters Score -1203988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1203998.875000 Penalty: 4681.856445
	Iteration 33Q: 3 clusters Score -1203999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1204011.625000 Penalty: 4681.856445
	Iteration 34Q: 3 clusters Score -1204012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1204014.625000 Penalty: 4681.856445
	Iteration 35Q: 3 clusters Score -1204015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1204024.625000 Penalty: 4681.856445
	Iteration 36Q: 3 clusters Score -1204025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1204025.000000 Penalty: 4681.856445
	Iteration 37Q: 3 clusters Score -1204025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1204029.875000 Penalty: 4681.856445
	Iteration 38Q: 3 clusters Score -1204030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1204035.375000 Penalty: 4681.856445
	Iteration 39Q: 3 clusters Score -1204035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1204042.125000 Penalty: 4681.856445
	Iteration 40F: 3 clusters Score -1204042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1204047.125000 Penalty: 4681.856445
	Iteration 41Q: 3 clusters Score -1204047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1204050.375000 Penalty: 4681.856445
	Iteration 42Q: 3 clusters Score -1204050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1204051.375000 Penalty: 4681.856445
	Iteration 43Q: 3 clusters Score -1204051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1204053.875000 Penalty: 4681.856445
	Iteration 44Q: 3 clusters Score -1204054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1204054.625000 Penalty: 4681.856445
	Iteration 45Q: 3 clusters Score -1204055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1204058.250000 Penalty: 4681.856445
	Iteration 46Q: 3 clusters Score -1204058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1204060.000000 Penalty: 4681.856445
	Iteration 47Q: 3 clusters Score -1204060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1204064.750000 Penalty: 4681.856445
	Iteration 48Q: 3 clusters Score -1204065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1204065.875000 Penalty: 4681.856445
	Iteration 49Q: 3 clusters Score -1204066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1204066.875000 Penalty: 4681.856445
	Iteration 50Q: 3 clusters Score -1204067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1204064.750000 Penalty: 4681.856445
	Iteration 51Q: 3 clusters Score -1204065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1204067.250000 Penalty: 4681.856445
	Iteration 52Q: 3 clusters Score -1204067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1204067.875000 Penalty: 4681.856445
	Iteration 53Q: 3 clusters Score -1204068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1204070.125000 Penalty: 4681.856445
	Iteration 54Q: 3 clusters Score -1204070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1204070.125000 Penalty: 4681.856445
	Iteration 55F: 3 clusters Score -1204070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Entering Unmasked Estep 
Score: -1795336.375000 Penalty: 2381.842773
	Iteration 0F: 2 clusters Score -1795336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1784570.125000 Penalty: 4763.685547
	Iteration 0F: 3 clusters Score -1784570 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1788145.875000 Penalty: 4763.685547
	Iteration 1F: 3 clusters Score -1788146 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1788554.000000 Penalty: 4763.685547
	Iteration 2F: 3 clusters Score -1788554 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1788879.500000 Penalty: 4763.685547
	Iteration 3F: 3 clusters Score -1788880 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1789225.250000 Penalty: 4763.685547
	Iteration 4Q: 3 clusters Score -1789225 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1789590.625000 Penalty: 4763.685547
	Iteration 5Q: 3 clusters Score -1789591 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1790031.125000 Penalty: 4763.685547
	Iteration 6Q: 3 clusters Score -1790031 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1790521.125000 Penalty: 4763.685547
	Iteration 7F: 3 clusters Score -1790521 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1791065.125000 Penalty: 4763.685547
	Iteration 8F: 3 clusters Score -1791065 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1791587.625000 Penalty: 4763.685547
	Iteration 9Q: 3 clusters Score -1791588 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1792027.875000 Penalty: 4763.685547
	Iteration 10Q: 3 clusters Score -1792028 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1792317.000000 Penalty: 4763.685547
	Iteration 11Q: 3 clusters Score -1792317 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1792540.125000 Penalty: 4763.685547
	Iteration 12Q: 3 clusters Score -1792540 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1792703.750000 Penalty: 4763.685547
	Iteration 13Q: 3 clusters Score -1792704 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1792815.375000 Penalty: 4763.685547
	Iteration 14Q: 3 clusters Score -1792815 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1792901.250000 Penalty: 4763.685547
	Iteration 15Q: 3 clusters Score -1792901 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1793010.000000 Penalty: 4763.685547
	Iteration 16Q: 3 clusters Score -1793010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1793117.625000 Penalty: 4763.685547
	Iteration 17Q: 3 clusters Score -1793118 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1793228.625000 Penalty: 4763.685547
	Iteration 18Q: 3 clusters Score -1793229 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1793341.125000 Penalty: 4763.685547
	Iteration 19Q: 3 clusters Score -1793341 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1793421.875000 Penalty: 4763.685547
	Iteration 20F: 3 clusters Score -1793422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1793472.375000 Penalty: 4763.685547
	Iteration 21Q: 3 clusters Score -1793472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1793510.375000 Penalty: 4763.685547
	Iteration 22Q: 3 clusters Score -1793510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1793533.750000 Penalty: 4763.685547
	Iteration 23Q: 3 clusters Score -1793534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1793557.875000 Penalty: 4763.685547
	Iteration 24Q: 3 clusters Score -1793558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1793580.375000 Penalty: 4763.685547
	Iteration 25Q: 3 clusters Score -1793580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1793592.875000 Penalty: 4763.685547
	Iteration 26Q: 3 clusters Score -1793593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1793598.625000 Penalty: 4763.685547
	Iteration 27Q: 3 clusters Score -1793599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1793606.875000 Penalty: 4763.685547
	Iteration 28Q: 3 clusters Score -1793607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1793610.500000 Penalty: 4763.685547
	Iteration 29Q: 3 clusters Score -1793610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1793620.625000 Penalty: 4763.685547
	Iteration 30Q: 3 clusters Score -1793621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1793622.875000 Penalty: 4763.685547
	Iteration 31Q: 3 clusters Score -1793623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1793623.875000 Penalty: 4763.685547
	Iteration 32Q: 3 clusters Score -1793624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1793628.125000 Penalty: 4763.685547
	Iteration 33Q: 3 clusters Score -1793628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1793628.000000 Penalty: 4763.685547
	Iteration 34Q: 3 clusters Score -1793628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1793630.750000 Penalty: 4763.685547
	Iteration 35Q: 3 clusters Score -1793631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1793636.000000 Penalty: 4763.685547
	Iteration 36Q: 3 clusters Score -1793636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1793634.500000 Penalty: 4763.685547
	Iteration 37Q: 3 clusters Score -1793634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1793635.500000 Penalty: 4763.685547
	Iteration 38Q: 3 clusters Score -1793636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1793635.500000 Penalty: 4763.685547
	Iteration 39F: 3 clusters Score -1793636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Entering Unmasked Estep 
Score: -1287423.500000 Penalty: 2334.311523
	Iteration 0F: 2 clusters Score -1287424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1278274.000000 Penalty: 4668.623047
	Iteration 0F: 3 clusters Score -1278274 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1281175.375000 Penalty: 4668.623047
	Iteration 1F: 3 clusters Score -1281175 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1281640.875000 Penalty: 4668.623047
	Iteration 2F: 3 clusters Score -1281641 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1282106.875000 Penalty: 4668.623047
	Iteration 3F: 3 clusters Score -1282107 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1282570.000000 Penalty: 4668.623047
	Iteration 4F: 3 clusters Score -1282570 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1282993.500000 Penalty: 4668.623047
	Iteration 5F: 3 clusters Score -1282994 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1283358.250000 Penalty: 4668.623047
	Iteration 6Q: 3 clusters Score -1283358 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1283680.375000 Penalty: 4668.623047
	Iteration 7Q: 3 clusters Score -1283680 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1283980.375000 Penalty: 4668.623047
	Iteration 8Q: 3 clusters Score -1283980 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1284237.875000 Penalty: 4668.623047
	Iteration 9Q: 3 clusters Score -1284238 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1284474.500000 Penalty: 4668.623047
	Iteration 10Q: 3 clusters Score -1284474 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1284684.125000 Penalty: 4668.623047
	Iteration 11Q: 3 clusters Score -1284684 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1284831.875000 Penalty: 4668.623047
	Iteration 12Q: 3 clusters Score -1284832 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1284938.125000 Penalty: 4668.623047
	Iteration 13Q: 3 clusters Score -1284938 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1285035.250000 Penalty: 4668.623047
	Iteration 14Q: 3 clusters Score -1285035 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1285118.000000 Penalty: 4668.623047
	Iteration 15Q: 3 clusters Score -1285118 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1285183.500000 Penalty: 4668.623047
	Iteration 16Q: 3 clusters Score -1285184 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1285230.750000 Penalty: 4668.623047
	Iteration 17Q: 3 clusters Score -1285231 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1285275.875000 Penalty: 4668.623047
	Iteration 18Q: 3 clusters Score -1285276 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1285306.750000 Penalty: 4668.623047
	Iteration 19Q: 3 clusters Score -1285307 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1285338.000000 Penalty: 4668.623047
	Iteration 20F: 3 clusters Score -1285338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1285363.875000 Penalty: 4668.623047
	Iteration 21Q: 3 clusters Score -1285364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1285390.500000 Penalty: 4668.623047
	Iteration 22Q: 3 clusters Score -1285390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1285406.125000 Penalty: 4668.623047
	Iteration 23Q: 3 clusters Score -1285406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1285426.250000 Penalty: 4668.623047
	Iteration 24Q: 3 clusters Score -1285426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1285440.875000 Penalty: 4668.623047
	Iteration 25Q: 3 clusters Score -1285441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1285453.125000 Penalty: 4668.623047
	Iteration 26Q: 3 clusters Score -1285453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1285464.250000 Penalty: 4668.623047
	Iteration 27Q: 3 clusters Score -1285464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1285481.125000 Penalty: 4668.623047
	Iteration 28Q: 3 clusters Score -1285481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1285491.750000 Penalty: 4668.623047
	Iteration 29Q: 3 clusters Score -1285492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1285505.125000 Penalty: 4668.623047
	Iteration 30Q: 3 clusters Score -1285505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1285509.500000 Penalty: 4668.623047
	Iteration 31Q: 3 clusters Score -1285510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1285517.250000 Penalty: 4668.623047
	Iteration 32Q: 3 clusters Score -1285517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1285525.625000 Penalty: 4668.623047
	Iteration 33Q: 3 clusters Score -1285526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1285534.375000 Penalty: 4668.623047
	Iteration 34Q: 3 clusters Score -1285534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1285538.000000 Penalty: 4668.623047
	Iteration 35Q: 3 clusters Score -1285538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1285548.500000 Penalty: 4668.623047
	Iteration 36Q: 3 clusters Score -1285548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1285557.750000 Penalty: 4668.623047
	Iteration 37Q: 3 clusters Score -1285558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1285571.500000 Penalty: 4668.623047
	Iteration 38Q: 3 clusters Score -1285572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1285572.125000 Penalty: 4668.623047
	Iteration 39Q: 3 clusters Score -1285572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1285579.125000 Penalty: 4668.623047
	Iteration 40F: 3 clusters Score -1285579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1285593.375000 Penalty: 4668.623047
	Iteration 41Q: 3 clusters Score -1285593 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1285612.625000 Penalty: 4668.623047
	Iteration 42Q: 3 clusters Score -1285613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1285631.500000 Penalty: 4668.623047
	Iteration 43Q: 3 clusters Score -1285632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1285645.125000 Penalty: 4668.623047
	Iteration 44Q: 3 clusters Score -1285645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1285664.500000 Penalty: 4668.623047
	Iteration 45Q: 3 clusters Score -1285664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1285671.250000 Penalty: 4668.623047
	Iteration 46Q: 3 clusters Score -1285671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1285685.375000 Penalty: 4668.623047
	Iteration 47Q: 3 clusters Score -1285685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1285700.250000 Penalty: 4668.623047
	Iteration 48Q: 3 clusters Score -1285700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1285711.125000 Penalty: 4668.623047
	Iteration 49Q: 3 clusters Score -1285711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1285732.250000 Penalty: 4668.623047
	Iteration 50Q: 3 clusters Score -1285732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1285752.000000 Penalty: 4668.623047
	Iteration 51Q: 3 clusters Score -1285752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1285772.125000 Penalty: 4668.623047
	Iteration 52Q: 3 clusters Score -1285772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1285791.375000 Penalty: 4668.623047
	Iteration 53Q: 3 clusters Score -1285791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1285800.875000 Penalty: 4668.623047
	Iteration 54Q: 3 clusters Score -1285801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1285812.125000 Penalty: 4668.623047
	Iteration 55Q: 3 clusters Score -1285812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1285821.500000 Penalty: 4668.623047
	Iteration 56Q: 3 clusters Score -1285822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1285829.625000 Penalty: 4668.623047
	Iteration 57Q: 3 clusters Score -1285830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1285839.250000 Penalty: 4668.623047
	Iteration 58Q: 3 clusters Score -1285839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1285843.875000 Penalty: 4668.623047
	Iteration 59Q: 3 clusters Score -1285844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1285845.625000 Penalty: 4668.623047
	Iteration 60F: 3 clusters Score -1285846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1285846.250000 Penalty: 4668.623047
	Iteration 61Q: 3 clusters Score -1285846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1285850.750000 Penalty: 4668.623047
	Iteration 62Q: 3 clusters Score -1285851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1285858.500000 Penalty: 4668.623047
	Iteration 63Q: 3 clusters Score -1285858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1285860.250000 Penalty: 4668.623047
	Iteration 64Q: 3 clusters Score -1285860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1285861.750000 Penalty: 4668.623047
	Iteration 65Q: 3 clusters Score -1285862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1285865.875000 Penalty: 4668.623047
	Iteration 66Q: 3 clusters Score -1285866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1285866.250000 Penalty: 4668.623047
	Iteration 67Q: 3 clusters Score -1285866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1285866.750000 Penalty: 4668.623047
	Iteration 68Q: 3 clusters Score -1285867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1285868.125000 Penalty: 4668.623047
	Iteration 69Q: 3 clusters Score -1285868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1285868.875000 Penalty: 4668.623047
	Iteration 70Q: 3 clusters Score -1285869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1285874.000000 Penalty: 4668.623047
	Iteration 71Q: 3 clusters Score -1285874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1285878.750000 Penalty: 4668.623047
	Iteration 72Q: 3 clusters Score -1285879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1285879.625000 Penalty: 4668.623047
	Iteration 73Q: 3 clusters Score -1285880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1285886.500000 Penalty: 4668.623047
	Iteration 74Q: 3 clusters Score -1285886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1285890.125000 Penalty: 4668.623047
	Iteration 75Q: 3 clusters Score -1285890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1285893.625000 Penalty: 4668.623047
	Iteration 76Q: 3 clusters Score -1285894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1285894.875000 Penalty: 4668.623047
	Iteration 77Q: 3 clusters Score -1285895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1285898.125000 Penalty: 4668.623047
	Iteration 78Q: 3 clusters Score -1285898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1285897.000000 Penalty: 4668.623047
	Iteration 79Q: 3 clusters Score -1285897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1285899.125000 Penalty: 4668.623047
	Iteration 80F: 3 clusters Score -1285899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1285899.375000 Penalty: 4668.623047
	Iteration 81Q: 3 clusters Score -1285899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1285899.375000 Penalty: 4668.623047
	Iteration 82F: 3 clusters Score -1285899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Entering Unmasked Estep 
Score: -1480765.375000 Penalty: 2358.314697
	Iteration 0F: 2 clusters Score -1480765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1470884.500000 Penalty: 4716.629395
	Iteration 0F: 3 clusters Score -1470884 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1474211.625000 Penalty: 4716.629395
	Iteration 1F: 3 clusters Score -1474212 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1474799.750000 Penalty: 4716.629395
	Iteration 2F: 3 clusters Score -1474800 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1475367.000000 Penalty: 4716.629395
	Iteration 3F: 3 clusters Score -1475367 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1475883.875000 Penalty: 4716.629395
	Iteration 4F: 3 clusters Score -1475884 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1476326.000000 Penalty: 4716.629395
	Iteration 5F: 3 clusters Score -1476326 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1476735.750000 Penalty: 4716.629395
	Iteration 6F: 3 clusters Score -1476736 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1477070.375000 Penalty: 4716.629395
	Iteration 7Q: 3 clusters Score -1477070 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1477364.125000 Penalty: 4716.629395
	Iteration 8Q: 3 clusters Score -1477364 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1477598.500000 Penalty: 4716.629395
	Iteration 9Q: 3 clusters Score -1477598 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1477753.125000 Penalty: 4716.629395
	Iteration 10Q: 3 clusters Score -1477753 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1477864.750000 Penalty: 4716.629395
	Iteration 11Q: 3 clusters Score -1477865 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1477948.250000 Penalty: 4716.629395
	Iteration 12Q: 3 clusters Score -1477948 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1478014.875000 Penalty: 4716.629395
	Iteration 13Q: 3 clusters Score -1478015 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1478081.375000 Penalty: 4716.629395
	Iteration 14Q: 3 clusters Score -1478081 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1478126.875000 Penalty: 4716.629395
	Iteration 15Q: 3 clusters Score -1478127 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1478167.000000 Penalty: 4716.629395
	Iteration 16Q: 3 clusters Score -1478167 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1478194.375000 Penalty: 4716.629395
	Iteration 17Q: 3 clusters Score -1478194 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1478223.625000 Penalty: 4716.629395
	Iteration 18Q: 3 clusters Score -1478224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1478242.375000 Penalty: 4716.629395
	Iteration 19Q: 3 clusters Score -1478242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1478254.125000 Penalty: 4716.629395
	Iteration 20F: 3 clusters Score -1478254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1478265.250000 Penalty: 4716.629395
	Iteration 21Q: 3 clusters Score -1478265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1478284.000000 Penalty: 4716.629395
	Iteration 22Q: 3 clusters Score -1478284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1478293.500000 Penalty: 4716.629395
	Iteration 23Q: 3 clusters Score -1478294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1478305.750000 Penalty: 4716.629395
	Iteration 24Q: 3 clusters Score -1478306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1478308.625000 Penalty: 4716.629395
	Iteration 25Q: 3 clusters Score -1478309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1478324.250000 Penalty: 4716.629395
	Iteration 26Q: 3 clusters Score -1478324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1478346.625000 Penalty: 4716.629395
	Iteration 27Q: 3 clusters Score -1478347 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1478352.250000 Penalty: 4716.629395
	Iteration 28Q: 3 clusters Score -1478352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1478368.375000 Penalty: 4716.629395
	Iteration 29Q: 3 clusters Score -1478368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1478375.625000 Penalty: 4716.629395
	Iteration 30Q: 3 clusters Score -1478376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1478390.875000 Penalty: 4716.629395
	Iteration 31Q: 3 clusters Score -1478391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1478393.500000 Penalty: 4716.629395
	Iteration 32Q: 3 clusters Score -1478394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1478403.125000 Penalty: 4716.629395
	Iteration 33Q: 3 clusters Score -1478403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1478406.625000 Penalty: 4716.629395
	Iteration 34Q: 3 clusters Score -1478407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1478407.625000 Penalty: 4716.629395
	Iteration 35Q: 3 clusters Score -1478408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1478415.375000 Penalty: 4716.629395
	Iteration 36Q: 3 clusters Score -1478415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1478420.250000 Penalty: 4716.629395
	Iteration 37Q: 3 clusters Score -1478420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1478420.750000 Penalty: 4716.629395
	Iteration 38Q: 3 clusters Score -1478421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1478432.250000 Penalty: 4716.629395
	Iteration 39Q: 3 clusters Score -1478432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1478435.375000 Penalty: 4716.629395
	Iteration 40F: 3 clusters Score -1478435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1478443.250000 Penalty: 4716.629395
	Iteration 41Q: 3 clusters Score -1478443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1478450.750000 Penalty: 4716.629395
	Iteration 42Q: 3 clusters Score -1478451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1478451.625000 Penalty: 4716.629395
	Iteration 43Q: 3 clusters Score -1478452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1478454.375000 Penalty: 4716.629395
	Iteration 44Q: 3 clusters Score -1478454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1478462.375000 Penalty: 4716.629395
	Iteration 45Q: 3 clusters Score -1478462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1478470.375000 Penalty: 4716.629395
	Iteration 46Q: 3 clusters Score -1478470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1478479.875000 Penalty: 4716.629395
	Iteration 47Q: 3 clusters Score -1478480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1478485.875000 Penalty: 4716.629395
	Iteration 48Q: 3 clusters Score -1478486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1478494.375000 Penalty: 4716.629395
	Iteration 49Q: 3 clusters Score -1478494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1478499.000000 Penalty: 4716.629395
	Iteration 50Q: 3 clusters Score -1478499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1478499.375000 Penalty: 4716.629395
	Iteration 51Q: 3 clusters Score -1478499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1478508.125000 Penalty: 4716.629395
	Iteration 52Q: 3 clusters Score -1478508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1478515.375000 Penalty: 4716.629395
	Iteration 53Q: 3 clusters Score -1478515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1478520.250000 Penalty: 4716.629395
	Iteration 54Q: 3 clusters Score -1478520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1478526.875000 Penalty: 4716.629395
	Iteration 55Q: 3 clusters Score -1478527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1478530.000000 Penalty: 4716.629395
	Iteration 56Q: 3 clusters Score -1478530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1478544.125000 Penalty: 4716.629395
	Iteration 57Q: 3 clusters Score -1478544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1478552.000000 Penalty: 4716.629395
	Iteration 58Q: 3 clusters Score -1478552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1478557.000000 Penalty: 4716.629395
	Iteration 59Q: 3 clusters Score -1478557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1478561.000000 Penalty: 4716.629395
	Iteration 60F: 3 clusters Score -1478561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1478570.375000 Penalty: 4716.629395
	Iteration 61Q: 3 clusters Score -1478570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1478573.625000 Penalty: 4716.629395
	Iteration 62Q: 3 clusters Score -1478574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1478576.125000 Penalty: 4716.629395
	Iteration 63Q: 3 clusters Score -1478576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1478578.250000 Penalty: 4716.629395
	Iteration 64Q: 3 clusters Score -1478578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1478583.500000 Penalty: 4716.629395
	Iteration 65Q: 3 clusters Score -1478584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1478583.125000 Penalty: 4716.629395
	Iteration 66Q: 3 clusters Score -1478583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1478586.125000 Penalty: 4716.629395
	Iteration 67Q: 3 clusters Score -1478586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1478586.875000 Penalty: 4716.629395
	Iteration 68Q: 3 clusters Score -1478587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1478589.375000 Penalty: 4716.629395
	Iteration 69Q: 3 clusters Score -1478589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1478590.000000 Penalty: 4716.629395
	Iteration 70Q: 3 clusters Score -1478590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1478589.750000 Penalty: 4716.629395
	Iteration 71Q: 3 clusters Score -1478590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1478589.750000 Penalty: 4716.629395
	Iteration 72Q: 3 clusters Score -1478590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1478588.125000 Penalty: 4716.629395
	Iteration 73Q: 3 clusters Score -1478588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1478591.375000 Penalty: 4716.629395
	Iteration 74Q: 3 clusters Score -1478591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1478589.500000 Penalty: 4716.629395
	Iteration 75Q: 3 clusters Score -1478590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1478592.000000 Penalty: 4716.629395
	Iteration 76Q: 3 clusters Score -1478592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1478597.375000 Penalty: 4716.629395
	Iteration 77Q: 3 clusters Score -1478597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1478596.250000 Penalty: 4716.629395
	Iteration 78Q: 3 clusters Score -1478596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1478596.000000 Penalty: 4716.629395
	Iteration 79Q: 3 clusters Score -1478596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1478593.125000 Penalty: 4716.629395
	Iteration 80F: 3 clusters Score -1478593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1478595.750000 Penalty: 4716.629395
	Iteration 81Q: 3 clusters Score -1478596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1478603.625000 Penalty: 4716.629395
	Iteration 82Q: 3 clusters Score -1478604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1478600.750000 Penalty: 4716.629395
	Iteration 83Q: 3 clusters Score -1478601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1478599.000000 Penalty: 4716.629395
	Iteration 84Q: 3 clusters Score -1478599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1478602.000000 Penalty: 4716.629395
	Iteration 85Q: 3 clusters Score -1478602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1478605.125000 Penalty: 4716.629395
	Iteration 86Q: 3 clusters Score -1478605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1478602.500000 Penalty: 4716.629395
	Iteration 87Q: 3 clusters Score -1478602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1478603.375000 Penalty: 4716.629395
	Iteration 88Q: 3 clusters Score -1478603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1478603.250000 Penalty: 4716.629395
	Iteration 89Q: 3 clusters Score -1478603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1478605.625000 Penalty: 4716.629395
	Iteration 90Q: 3 clusters Score -1478606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1478607.375000 Penalty: 4716.629395
	Iteration 91Q: 3 clusters Score -1478607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1478605.875000 Penalty: 4716.629395
	Iteration 92Q: 3 clusters Score -1478606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1478603.875000 Penalty: 4716.629395
	Iteration 93Q: 3 clusters Score -1478604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1478608.500000 Penalty: 4716.629395
	Iteration 94Q: 3 clusters Score -1478608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1478607.500000 Penalty: 4716.629395
	Iteration 95Q: 3 clusters Score -1478608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1478609.125000 Penalty: 4716.629395
	Iteration 96Q: 3 clusters Score -1478609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1478608.750000 Penalty: 4716.629395
	Iteration 97Q: 3 clusters Score -1478609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1478605.875000 Penalty: 4716.629395
	Iteration 98Q: 3 clusters Score -1478606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1478609.125000 Penalty: 4716.629395
	Iteration 99Q: 3 clusters Score -1478609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1478609.125000 Penalty: 4716.629395
	Iteration 100F: 3 clusters Score -1478609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -665413.562500 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -665413.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -660156.500000 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -660156.5 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -661560.062500 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -661560.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -661858.562500 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -661858.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -662110.687500 Penalty: 4332.341797
	Iteration 3F: 3 clusters Score -662110.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -662339.250000 Penalty: 4332.341797
	Iteration 4F: 3 clusters Score -662339.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -662581.000000 Penalty: 4332.341797
	Iteration 5Q: 3 clusters Score -662581 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -662789.187500 Penalty: 4332.341797
	Iteration 6Q: 3 clusters Score -662789.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -663025.187500 Penalty: 4332.341797
	Iteration 7Q: 3 clusters Score -663025.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -663284.437500 Penalty: 4332.341797
	Iteration 8Q: 3 clusters Score -663284.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -663477.250000 Penalty: 4332.341797
	Iteration 9Q: 3 clusters Score -663477.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -663595.562500 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -663595.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -663694.562500 Penalty: 4332.341797
	Iteration 11Q: 3 clusters Score -663694.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -663773.312500 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -663773.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -663854.125000 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -663854.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -663956.875000 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -663956.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -664052.562500 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -664052.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -664132.125000 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -664132.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -664191.937500 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -664191.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -664236.125000 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -664236.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -664271.937500 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -664271.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -664301.687500 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -664301.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -664325.562500 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -664325.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -664341.750000 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -664341.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -664357.875000 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -664357.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -664364.125000 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -664364.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -664370.375000 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -664370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -664372.250000 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -664372.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -664377.187500 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -664377.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -664380.125000 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -664380.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -664384.312500 Penalty: 4332.341797
	Iteration 29Q: 3 clusters Score -664384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -664385.875000 Penalty: 4332.341797
	Iteration 30Q: 3 clusters Score -664385.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -664388.562500 Penalty: 4332.341797
	Iteration 31Q: 3 clusters Score -664388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -664387.250000 Penalty: 4332.341797
	Iteration 32Q: 3 clusters Score -664387.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -664389.000000 Penalty: 4332.341797
	Iteration 33Q: 3 clusters Score -664389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -664389.000000 Penalty: 4332.341797
	Iteration 34F: 3 clusters Score -664389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Entering Unmasked Estep 
Score: -1064555.875000 Penalty: 2257.952393
	Iteration 0F: 2 clusters Score -1064556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1057533.125000 Penalty: 4515.904785
	Iteration 0F: 3 clusters Score -1057533 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1059647.375000 Penalty: 4515.904785
	Iteration 1F: 3 clusters Score -1059647 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1060086.750000 Penalty: 4515.904785
	Iteration 2F: 3 clusters Score -1060087 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1060420.500000 Penalty: 4515.904785
	Iteration 3F: 3 clusters Score -1060420 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1060719.875000 Penalty: 4515.904785
	Iteration 4F: 3 clusters Score -1060720 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1061048.500000 Penalty: 4515.904785
	Iteration 5F: 3 clusters Score -1061048 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1061379.375000 Penalty: 4515.904785
	Iteration 6F: 3 clusters Score -1061379 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1061670.625000 Penalty: 4515.904785
	Iteration 7Q: 3 clusters Score -1061671 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1061876.125000 Penalty: 4515.904785
	Iteration 8Q: 3 clusters Score -1061876 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1062031.750000 Penalty: 4515.904785
	Iteration 9Q: 3 clusters Score -1062032 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1062126.875000 Penalty: 4515.904785
	Iteration 10Q: 3 clusters Score -1062127 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1062191.000000 Penalty: 4515.904785
	Iteration 11Q: 3 clusters Score -1062191 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1062235.625000 Penalty: 4515.904785
	Iteration 12Q: 3 clusters Score -1062236 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1062268.000000 Penalty: 4515.904785
	Iteration 13Q: 3 clusters Score -1062268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1062291.875000 Penalty: 4515.904785
	Iteration 14Q: 3 clusters Score -1062292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1062303.500000 Penalty: 4515.904785
	Iteration 15Q: 3 clusters Score -1062304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1062319.875000 Penalty: 4515.904785
	Iteration 16Q: 3 clusters Score -1062320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1062329.875000 Penalty: 4515.904785
	Iteration 17Q: 3 clusters Score -1062330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1062341.875000 Penalty: 4515.904785
	Iteration 18Q: 3 clusters Score -1062342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1062349.000000 Penalty: 4515.904785
	Iteration 19Q: 3 clusters Score -1062349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1062358.125000 Penalty: 4515.904785
	Iteration 20F: 3 clusters Score -1062358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1062365.875000 Penalty: 4515.904785
	Iteration 21Q: 3 clusters Score -1062366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1062370.375000 Penalty: 4515.904785
	Iteration 22Q: 3 clusters Score -1062370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1062375.000000 Penalty: 4515.904785
	Iteration 23Q: 3 clusters Score -1062375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1062379.375000 Penalty: 4515.904785
	Iteration 24Q: 3 clusters Score -1062379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1062382.500000 Penalty: 4515.904785
	Iteration 25Q: 3 clusters Score -1062382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1062386.000000 Penalty: 4515.904785
	Iteration 26Q: 3 clusters Score -1062386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1062388.000000 Penalty: 4515.904785
	Iteration 27Q: 3 clusters Score -1062388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1062389.750000 Penalty: 4515.904785
	Iteration 28Q: 3 clusters Score -1062390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1062392.875000 Penalty: 4515.904785
	Iteration 29Q: 3 clusters Score -1062393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1062392.375000 Penalty: 4515.904785
	Iteration 30Q: 3 clusters Score -1062392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1062394.750000 Penalty: 4515.904785
	Iteration 31Q: 3 clusters Score -1062395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1062397.625000 Penalty: 4515.904785
	Iteration 32Q: 3 clusters Score -1062398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1062397.250000 Penalty: 4515.904785
	Iteration 33Q: 3 clusters Score -1062397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1062399.500000 Penalty: 4515.904785
	Iteration 34Q: 3 clusters Score -1062400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1062407.500000 Penalty: 4515.904785
	Iteration 35Q: 3 clusters Score -1062408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1062409.500000 Penalty: 4515.904785
	Iteration 36Q: 3 clusters Score -1062410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1062412.625000 Penalty: 4515.904785
	Iteration 37Q: 3 clusters Score -1062413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1062411.375000 Penalty: 4515.904785
	Iteration 38Q: 3 clusters Score -1062411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1062412.875000 Penalty: 4515.904785
	Iteration 39Q: 3 clusters Score -1062413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1062413.125000 Penalty: 4515.904785
	Iteration 40F: 3 clusters Score -1062413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1062413.125000 Penalty: 4515.904785
	Iteration 41Q: 3 clusters Score -1062413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1062416.125000 Penalty: 4515.904785
	Iteration 42Q: 3 clusters Score -1062416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1062420.625000 Penalty: 4515.904785
	Iteration 43Q: 3 clusters Score -1062421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1062422.000000 Penalty: 4515.904785
	Iteration 44Q: 3 clusters Score -1062422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1062424.875000 Penalty: 4515.904785
	Iteration 45Q: 3 clusters Score -1062425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1062426.250000 Penalty: 4515.904785
	Iteration 46Q: 3 clusters Score -1062426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1062430.250000 Penalty: 4515.904785
	Iteration 47Q: 3 clusters Score -1062430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1062431.875000 Penalty: 4515.904785
	Iteration 48Q: 3 clusters Score -1062432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1062435.000000 Penalty: 4515.904785
	Iteration 49Q: 3 clusters Score -1062435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1062438.875000 Penalty: 4515.904785
	Iteration 50Q: 3 clusters Score -1062439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1062443.875000 Penalty: 4515.904785
	Iteration 51Q: 3 clusters Score -1062444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1062450.625000 Penalty: 4515.904785
	Iteration 52Q: 3 clusters Score -1062451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1062459.000000 Penalty: 4515.904785
	Iteration 53Q: 3 clusters Score -1062459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1062461.375000 Penalty: 4515.904785
	Iteration 54Q: 3 clusters Score -1062461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1062466.125000 Penalty: 4515.904785
	Iteration 55Q: 3 clusters Score -1062466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1062472.000000 Penalty: 4515.904785
	Iteration 56Q: 3 clusters Score -1062472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1062473.500000 Penalty: 4515.904785
	Iteration 57Q: 3 clusters Score -1062474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1062475.000000 Penalty: 4515.904785
	Iteration 58Q: 3 clusters Score -1062475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1062475.250000 Penalty: 4515.904785
	Iteration 59Q: 3 clusters Score -1062475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1062476.125000 Penalty: 4515.904785
	Iteration 60F: 3 clusters Score -1062476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1062477.750000 Penalty: 4515.904785
	Iteration 61Q: 3 clusters Score -1062478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1062479.750000 Penalty: 4515.904785
	Iteration 62Q: 3 clusters Score -1062480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1062479.875000 Penalty: 4515.904785
	Iteration 63Q: 3 clusters Score -1062480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1062482.875000 Penalty: 4515.904785
	Iteration 64Q: 3 clusters Score -1062483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1062485.000000 Penalty: 4515.904785
	Iteration 65Q: 3 clusters Score -1062485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1062485.500000 Penalty: 4515.904785
	Iteration 66Q: 3 clusters Score -1062486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1062484.625000 Penalty: 4515.904785
	Iteration 67Q: 3 clusters Score -1062485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1062485.875000 Penalty: 4515.904785
	Iteration 68Q: 3 clusters Score -1062486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1062486.000000 Penalty: 4515.904785
	Iteration 69Q: 3 clusters Score -1062486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1062487.375000 Penalty: 4515.904785
	Iteration 70Q: 3 clusters Score -1062487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1062487.625000 Penalty: 4515.904785
	Iteration 71Q: 3 clusters Score -1062488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1062487.625000 Penalty: 4515.904785
	Iteration 72F: 3 clusters Score -1062488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -1019512.625000 Penalty: 2275.611572
	Iteration 0F: 2 clusters Score -1019513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1012095.875000 Penalty: 4551.223145
	Iteration 0F: 3 clusters Score -1012096 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1014384.875000 Penalty: 4551.223145
	Iteration 1F: 3 clusters Score -1014385 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1014902.625000 Penalty: 4551.223145
	Iteration 2F: 3 clusters Score -1014903 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1015376.625000 Penalty: 4551.223145
	Iteration 3F: 3 clusters Score -1015377 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1015801.687500 Penalty: 4551.223145
	Iteration 4F: 3 clusters Score -1015802 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1016149.687500 Penalty: 4551.223145
	Iteration 5F: 3 clusters Score -1016150 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1016424.937500 Penalty: 4551.223145
	Iteration 6Q: 3 clusters Score -1016425 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1016678.187500 Penalty: 4551.223145
	Iteration 7Q: 3 clusters Score -1016678 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1016905.500000 Penalty: 4551.223145
	Iteration 8Q: 3 clusters Score -1016906 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1017085.937500 Penalty: 4551.223145
	Iteration 9Q: 3 clusters Score -1017086 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1017200.875000 Penalty: 4551.223145
	Iteration 10Q: 3 clusters Score -1017201 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1017289.187500 Penalty: 4551.223145
	Iteration 11Q: 3 clusters Score -1017289 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1017367.000000 Penalty: 4551.223145
	Iteration 12Q: 3 clusters Score -1017367 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1017433.812500 Penalty: 4551.223145
	Iteration 13Q: 3 clusters Score -1017434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1017488.125000 Penalty: 4551.223145
	Iteration 14Q: 3 clusters Score -1017488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1017527.062500 Penalty: 4551.223145
	Iteration 15Q: 3 clusters Score -1017527 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1017555.375000 Penalty: 4551.223145
	Iteration 16Q: 3 clusters Score -1017555 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1017585.937500 Penalty: 4551.223145
	Iteration 17Q: 3 clusters Score -1017586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1017611.125000 Penalty: 4551.223145
	Iteration 18Q: 3 clusters Score -1017611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1017625.875000 Penalty: 4551.223145
	Iteration 19Q: 3 clusters Score -1017626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1017644.187500 Penalty: 4551.223145
	Iteration 20F: 3 clusters Score -1017644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1017664.812500 Penalty: 4551.223145
	Iteration 21Q: 3 clusters Score -1017665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1017686.562500 Penalty: 4551.223145
	Iteration 22Q: 3 clusters Score -1017687 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1017712.250000 Penalty: 4551.223145
	Iteration 23Q: 3 clusters Score -1017712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1017723.812500 Penalty: 4551.223145
	Iteration 24Q: 3 clusters Score -1017724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1017738.375000 Penalty: 4551.223145
	Iteration 25Q: 3 clusters Score -1017738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1017748.250000 Penalty: 4551.223145
	Iteration 26Q: 3 clusters Score -1017748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1017758.500000 Penalty: 4551.223145
	Iteration 27Q: 3 clusters Score -1017758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1017771.250000 Penalty: 4551.223145
	Iteration 28Q: 3 clusters Score -1017771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1017785.750000 Penalty: 4551.223145
	Iteration 29Q: 3 clusters Score -1017786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1017800.500000 Penalty: 4551.223145
	Iteration 30Q: 3 clusters Score -1017800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1017813.687500 Penalty: 4551.223145
	Iteration 31Q: 3 clusters Score -1017814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1017822.875000 Penalty: 4551.223145
	Iteration 32Q: 3 clusters Score -1017823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1017830.812500 Penalty: 4551.223145
	Iteration 33Q: 3 clusters Score -1017831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1017842.250000 Penalty: 4551.223145
	Iteration 34Q: 3 clusters Score -1017842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1017849.875000 Penalty: 4551.223145
	Iteration 35Q: 3 clusters Score -1017850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1017855.625000 Penalty: 4551.223145
	Iteration 36Q: 3 clusters Score -1017856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1017861.500000 Penalty: 4551.223145
	Iteration 37Q: 3 clusters Score -1017862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1017866.812500 Penalty: 4551.223145
	Iteration 38Q: 3 clusters Score -1017867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1017875.562500 Penalty: 4551.223145
	Iteration 39Q: 3 clusters Score -1017876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1017878.562500 Penalty: 4551.223145
	Iteration 40F: 3 clusters Score -1017879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1017885.500000 Penalty: 4551.223145
	Iteration 41Q: 3 clusters Score -1017886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1017890.062500 Penalty: 4551.223145
	Iteration 42Q: 3 clusters Score -1017890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1017893.812500 Penalty: 4551.223145
	Iteration 43Q: 3 clusters Score -1017894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1017894.187500 Penalty: 4551.223145
	Iteration 44Q: 3 clusters Score -1017894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1017900.250000 Penalty: 4551.223145
	Iteration 45Q: 3 clusters Score -1017900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1017905.437500 Penalty: 4551.223145
	Iteration 46Q: 3 clusters Score -1017905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1017905.312500 Penalty: 4551.223145
	Iteration 47Q: 3 clusters Score -1017905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1017907.125000 Penalty: 4551.223145
	Iteration 48Q: 3 clusters Score -1017907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1017905.187500 Penalty: 4551.223145
	Iteration 49Q: 3 clusters Score -1017905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1017906.000000 Penalty: 4551.223145
	Iteration 50Q: 3 clusters Score -1017906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1017904.000000 Penalty: 4551.223145
	Iteration 51Q: 3 clusters Score -1017904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1017905.187500 Penalty: 4551.223145
	Iteration 52Q: 3 clusters Score -1017905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1017905.562500 Penalty: 4551.223145
	Iteration 53Q: 3 clusters Score -1017906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1017907.437500 Penalty: 4551.223145
	Iteration 54Q: 3 clusters Score -1017907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1017907.937500 Penalty: 4551.223145
	Iteration 55Q: 3 clusters Score -1017908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1017912.937500 Penalty: 4551.223145
	Iteration 56Q: 3 clusters Score -1017913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1017915.937500 Penalty: 4551.223145
	Iteration 57Q: 3 clusters Score -1017916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1017917.000000 Penalty: 4551.223145
	Iteration 58Q: 3 clusters Score -1017917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1017921.000000 Penalty: 4551.223145
	Iteration 59Q: 3 clusters Score -1017921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1017923.687500 Penalty: 4551.223145
	Iteration 60F: 3 clusters Score -1017924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1017928.437500 Penalty: 4551.223145
	Iteration 61Q: 3 clusters Score -1017928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1017931.562500 Penalty: 4551.223145
	Iteration 62Q: 3 clusters Score -1017932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1017934.687500 Penalty: 4551.223145
	Iteration 63Q: 3 clusters Score -1017935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1017940.375000 Penalty: 4551.223145
	Iteration 64Q: 3 clusters Score -1017940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1017944.250000 Penalty: 4551.223145
	Iteration 65Q: 3 clusters Score -1017944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1017953.000000 Penalty: 4551.223145
	Iteration 66Q: 3 clusters Score -1017953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1017954.812500 Penalty: 4551.223145
	Iteration 67Q: 3 clusters Score -1017955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1017954.875000 Penalty: 4551.223145
	Iteration 68Q: 3 clusters Score -1017955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1017954.437500 Penalty: 4551.223145
	Iteration 69Q: 3 clusters Score -1017954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1017955.625000 Penalty: 4551.223145
	Iteration 70Q: 3 clusters Score -1017956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1017955.812500 Penalty: 4551.223145
	Iteration 71Q: 3 clusters Score -1017956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1017956.000000 Penalty: 4551.223145
	Iteration 72Q: 3 clusters Score -1017956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1017956.375000 Penalty: 4551.223145
	Iteration 73Q: 3 clusters Score -1017956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1017956.812500 Penalty: 4551.223145
	Iteration 74Q: 3 clusters Score -1017957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1017956.812500 Penalty: 4551.223145
	Iteration 75F: 3 clusters Score -1017957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Entering Unmasked Estep 
Score: -1461074.500000 Penalty: 2332.685547
	Iteration 0F: 2 clusters Score -1461074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1452012.625000 Penalty: 4665.371094
	Iteration 0F: 3 clusters Score -1452013 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1454795.000000 Penalty: 4665.371094
	Iteration 1F: 3 clusters Score -1454795 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1455137.625000 Penalty: 4665.371094
	Iteration 2F: 3 clusters Score -1455138 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1455369.750000 Penalty: 4665.371094
	Iteration 3F: 3 clusters Score -1455370 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1455570.125000 Penalty: 4665.371094
	Iteration 4Q: 3 clusters Score -1455570 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1455773.375000 Penalty: 4665.371094
	Iteration 5Q: 3 clusters Score -1455773 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1455979.250000 Penalty: 4665.371094
	Iteration 6Q: 3 clusters Score -1455979 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1456262.125000 Penalty: 4665.371094
	Iteration 7Q: 3 clusters Score -1456262 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1456605.125000 Penalty: 4665.371094
	Iteration 8Q: 3 clusters Score -1456605 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1457088.000000 Penalty: 4665.371094
	Iteration 9Q: 3 clusters Score -1457088 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1457758.375000 Penalty: 4665.371094
	Iteration 10F: 3 clusters Score -1457758 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1458548.500000 Penalty: 4665.371094
	Iteration 11F: 3 clusters Score -1458548 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1459139.750000 Penalty: 4665.371094
	Iteration 12Q: 3 clusters Score -1459140 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1459515.000000 Penalty: 4665.371094
	Iteration 13Q: 3 clusters Score -1459515 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1459779.625000 Penalty: 4665.371094
	Iteration 14Q: 3 clusters Score -1459780 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1459987.250000 Penalty: 4665.371094
	Iteration 15Q: 3 clusters Score -1459987 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1460179.000000 Penalty: 4665.371094
	Iteration 16Q: 3 clusters Score -1460179 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1460366.375000 Penalty: 4665.371094
	Iteration 17Q: 3 clusters Score -1460366 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1460533.000000 Penalty: 4665.371094
	Iteration 18Q: 3 clusters Score -1460533 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1460655.875000 Penalty: 4665.371094
	Iteration 19Q: 3 clusters Score -1460656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1460729.625000 Penalty: 4665.371094
	Iteration 20F: 3 clusters Score -1460730 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1460806.250000 Penalty: 4665.371094
	Iteration 21Q: 3 clusters Score -1460806 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1460881.375000 Penalty: 4665.371094
	Iteration 22Q: 3 clusters Score -1460881 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1460960.875000 Penalty: 4665.371094
	Iteration 23Q: 3 clusters Score -1460961 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1461064.625000 Penalty: 4665.371094
	Iteration 24Q: 3 clusters Score -1461065 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1461147.750000 Penalty: 4665.371094
	Iteration 25Q: 3 clusters Score -1461148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1461211.875000 Penalty: 4665.371094
	Iteration 26Q: 3 clusters Score -1461212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1461277.875000 Penalty: 4665.371094
	Iteration 27Q: 3 clusters Score -1461278 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1461326.875000 Penalty: 4665.371094
	Iteration 28Q: 3 clusters Score -1461327 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1461388.750000 Penalty: 4665.371094
	Iteration 29Q: 3 clusters Score -1461389 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1461442.875000 Penalty: 4665.371094
	Iteration 30Q: 3 clusters Score -1461443 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1461484.625000 Penalty: 4665.371094
	Iteration 31Q: 3 clusters Score -1461485 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1461523.000000 Penalty: 4665.371094
	Iteration 32Q: 3 clusters Score -1461523 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1461547.750000 Penalty: 4665.371094
	Iteration 33Q: 3 clusters Score -1461548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1461572.250000 Penalty: 4665.371094
	Iteration 34Q: 3 clusters Score -1461572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1461590.125000 Penalty: 4665.371094
	Iteration 35Q: 3 clusters Score -1461590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1461604.500000 Penalty: 4665.371094
	Iteration 36Q: 3 clusters Score -1461604 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1461615.375000 Penalty: 4665.371094
	Iteration 37Q: 3 clusters Score -1461615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1461624.625000 Penalty: 4665.371094
	Iteration 38Q: 3 clusters Score -1461625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1461632.250000 Penalty: 4665.371094
	Iteration 39Q: 3 clusters Score -1461632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1461636.375000 Penalty: 4665.371094
	Iteration 40F: 3 clusters Score -1461636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1461635.625000 Penalty: 4665.371094
	Iteration 41Q: 3 clusters Score -1461636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1461640.375000 Penalty: 4665.371094
	Iteration 42Q: 3 clusters Score -1461640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1461642.625000 Penalty: 4665.371094
	Iteration 43Q: 3 clusters Score -1461643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1461644.000000 Penalty: 4665.371094
	Iteration 44Q: 3 clusters Score -1461644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1461644.375000 Penalty: 4665.371094
	Iteration 45Q: 3 clusters Score -1461644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1461643.750000 Penalty: 4665.371094
	Iteration 46Q: 3 clusters Score -1461644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1461643.250000 Penalty: 4665.371094
	Iteration 47Q: 3 clusters Score -1461643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1461643.625000 Penalty: 4665.371094
	Iteration 48Q: 3 clusters Score -1461644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1461644.375000 Penalty: 4665.371094
	Iteration 49Q: 3 clusters Score -1461644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1461645.125000 Penalty: 4665.371094
	Iteration 50Q: 3 clusters Score -1461645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1461643.625000 Penalty: 4665.371094
	Iteration 51Q: 3 clusters Score -1461644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1461643.500000 Penalty: 4665.371094
	Iteration 52Q: 3 clusters Score -1461644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1461646.250000 Penalty: 4665.371094
	Iteration 53Q: 3 clusters Score -1461646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1461646.625000 Penalty: 4665.371094
	Iteration 54Q: 3 clusters Score -1461647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1461645.000000 Penalty: 4665.371094
	Iteration 55Q: 3 clusters Score -1461645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1461644.500000 Penalty: 4665.371094
	Iteration 56Q: 3 clusters Score -1461644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1461646.500000 Penalty: 4665.371094
	Iteration 57Q: 3 clusters Score -1461646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1461646.125000 Penalty: 4665.371094
	Iteration 58Q: 3 clusters Score -1461646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1461644.750000 Penalty: 4665.371094
	Iteration 59Q: 3 clusters Score -1461645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1461644.750000 Penalty: 4665.371094
	Iteration 60F: 3 clusters Score -1461645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13669 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 18899 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12241 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 6849 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18917 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 5312 members 
Entering Unmasked Estep 
Score: -35718412.000000 Penalty: 94338.273438
Splitting cluster 18 changes total score from -35718648.000000 to -35718412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (10162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Entering Unmasked Estep 
Score: -1211784.750000 Penalty: 2288.149902
	Iteration 0F: 2 clusters Score -1211785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1204034.250000 Penalty: 4576.299805
	Iteration 0F: 3 clusters Score -1204034 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1206356.750000 Penalty: 4576.299805
	Iteration 1F: 3 clusters Score -1206357 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1206663.250000 Penalty: 4576.299805
	Iteration 2F: 3 clusters Score -1206663 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1206861.875000 Penalty: 4576.299805
	Iteration 3Q: 3 clusters Score -1206862 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1207015.750000 Penalty: 4576.299805
	Iteration 4Q: 3 clusters Score -1207016 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1207135.375000 Penalty: 4576.299805
	Iteration 5Q: 3 clusters Score -1207135 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1207235.750000 Penalty: 4576.299805
	Iteration 6Q: 3 clusters Score -1207236 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1207339.125000 Penalty: 4576.299805
	Iteration 7Q: 3 clusters Score -1207339 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1207470.125000 Penalty: 4576.299805
	Iteration 8Q: 3 clusters Score -1207470 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1207676.375000 Penalty: 4576.299805
	Iteration 9Q: 3 clusters Score -1207676 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1207971.375000 Penalty: 4576.299805
	Iteration 10Q: 3 clusters Score -1207971 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1208332.000000 Penalty: 4576.299805
	Iteration 11Q: 3 clusters Score -1208332 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1208673.750000 Penalty: 4576.299805
	Iteration 12Q: 3 clusters Score -1208674 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1208992.125000 Penalty: 4576.299805
	Iteration 13Q: 3 clusters Score -1208992 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1209302.875000 Penalty: 4576.299805
	Iteration 14Q: 3 clusters Score -1209303 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1209600.375000 Penalty: 4576.299805
	Iteration 15Q: 3 clusters Score -1209600 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1209937.125000 Penalty: 4576.299805
	Iteration 16Q: 3 clusters Score -1209937 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1210185.750000 Penalty: 4576.299805
	Iteration 17Q: 3 clusters Score -1210186 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1210380.500000 Penalty: 4576.299805
	Iteration 18Q: 3 clusters Score -1210380 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1210549.875000 Penalty: 4576.299805
	Iteration 19Q: 3 clusters Score -1210550 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1210674.375000 Penalty: 4576.299805
	Iteration 20F: 3 clusters Score -1210674 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1210788.250000 Penalty: 4576.299805
	Iteration 21Q: 3 clusters Score -1210788 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1210883.750000 Penalty: 4576.299805
	Iteration 22Q: 3 clusters Score -1210884 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1210962.500000 Penalty: 4576.299805
	Iteration 23Q: 3 clusters Score -1210962 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1211046.875000 Penalty: 4576.299805
	Iteration 24Q: 3 clusters Score -1211047 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1211115.625000 Penalty: 4576.299805
	Iteration 25Q: 3 clusters Score -1211116 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1211183.375000 Penalty: 4576.299805
	Iteration 26Q: 3 clusters Score -1211183 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1211245.875000 Penalty: 4576.299805
	Iteration 27Q: 3 clusters Score -1211246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1211295.375000 Penalty: 4576.299805
	Iteration 28Q: 3 clusters Score -1211295 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1211350.375000 Penalty: 4576.299805
	Iteration 29Q: 3 clusters Score -1211350 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1211405.250000 Penalty: 4576.299805
	Iteration 30Q: 3 clusters Score -1211405 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1211472.375000 Penalty: 4576.299805
	Iteration 31Q: 3 clusters Score -1211472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1211530.500000 Penalty: 4576.299805
	Iteration 32Q: 3 clusters Score -1211530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1211580.375000 Penalty: 4576.299805
	Iteration 33Q: 3 clusters Score -1211580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1211603.875000 Penalty: 4576.299805
	Iteration 34Q: 3 clusters Score -1211604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1211641.125000 Penalty: 4576.299805
	Iteration 35Q: 3 clusters Score -1211641 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1211659.125000 Penalty: 4576.299805
	Iteration 36Q: 3 clusters Score -1211659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1211672.375000 Penalty: 4576.299805
	Iteration 37Q: 3 clusters Score -1211672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1211687.625000 Penalty: 4576.299805
	Iteration 38Q: 3 clusters Score -1211688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1211696.000000 Penalty: 4576.299805
	Iteration 39Q: 3 clusters Score -1211696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1211709.250000 Penalty: 4576.299805
	Iteration 40F: 3 clusters Score -1211709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1211719.000000 Penalty: 4576.299805
	Iteration 41Q: 3 clusters Score -1211719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1211730.375000 Penalty: 4576.299805
	Iteration 42Q: 3 clusters Score -1211730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1211738.625000 Penalty: 4576.299805
	Iteration 43Q: 3 clusters Score -1211739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1211738.375000 Penalty: 4576.299805
	Iteration 44Q: 3 clusters Score -1211738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1211744.375000 Penalty: 4576.299805
	Iteration 45Q: 3 clusters Score -1211744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1211745.375000 Penalty: 4576.299805
	Iteration 46Q: 3 clusters Score -1211745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1211749.625000 Penalty: 4576.299805
	Iteration 47Q: 3 clusters Score -1211750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1211756.875000 Penalty: 4576.299805
	Iteration 48Q: 3 clusters Score -1211757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1211755.625000 Penalty: 4576.299805
	Iteration 49Q: 3 clusters Score -1211756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1211754.125000 Penalty: 4576.299805
	Iteration 50Q: 3 clusters Score -1211754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1211754.625000 Penalty: 4576.299805
	Iteration 51Q: 3 clusters Score -1211755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1211755.750000 Penalty: 4576.299805
	Iteration 52Q: 3 clusters Score -1211756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1211756.125000 Penalty: 4576.299805
	Iteration 53Q: 3 clusters Score -1211756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1211757.250000 Penalty: 4576.299805
	Iteration 54Q: 3 clusters Score -1211757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1211756.875000 Penalty: 4576.299805
	Iteration 55Q: 3 clusters Score -1211757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1211757.125000 Penalty: 4576.299805
	Iteration 56Q: 3 clusters Score -1211757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1211757.625000 Penalty: 4576.299805
	Iteration 57Q: 3 clusters Score -1211758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1211757.625000 Penalty: 4576.299805
	Iteration 58F: 3 clusters Score -1211758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Entering Unmasked Estep 
Score: -2102516.000000 Penalty: 2442.258545
	Iteration 0F: 2 clusters Score -2102516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2089306.500000 Penalty: 4884.517090
	Iteration 0F: 3 clusters Score -2089306 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2093609.250000 Penalty: 4884.517090
	Iteration 1F: 3 clusters Score -2093609 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2094156.500000 Penalty: 4884.517090
	Iteration 2F: 3 clusters Score -2094156 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2094674.625000 Penalty: 4884.517090
	Iteration 3F: 3 clusters Score -2094675 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2095160.125000 Penalty: 4884.517090
	Iteration 4F: 3 clusters Score -2095160 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2095688.375000 Penalty: 4884.517090
	Iteration 5F: 3 clusters Score -2095688 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2096299.750000 Penalty: 4884.517090
	Iteration 6F: 3 clusters Score -2096300 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2096910.250000 Penalty: 4884.517090
	Iteration 7F: 3 clusters Score -2096910 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2097483.250000 Penalty: 4884.517090
	Iteration 8Q: 3 clusters Score -2097483 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2097943.250000 Penalty: 4884.517090
	Iteration 9Q: 3 clusters Score -2097943 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2098292.750000 Penalty: 4884.517090
	Iteration 10Q: 3 clusters Score -2098293 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2098528.000000 Penalty: 4884.517090
	Iteration 11Q: 3 clusters Score -2098528 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2098681.500000 Penalty: 4884.517090
	Iteration 12Q: 3 clusters Score -2098682 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2098800.500000 Penalty: 4884.517090
	Iteration 13Q: 3 clusters Score -2098800 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2098878.000000 Penalty: 4884.517090
	Iteration 14Q: 3 clusters Score -2098878 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2098935.750000 Penalty: 4884.517090
	Iteration 15Q: 3 clusters Score -2098936 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2098988.750000 Penalty: 4884.517090
	Iteration 16Q: 3 clusters Score -2098989 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2099039.500000 Penalty: 4884.517090
	Iteration 17Q: 3 clusters Score -2099040 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2099080.000000 Penalty: 4884.517090
	Iteration 18Q: 3 clusters Score -2099080 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2099111.750000 Penalty: 4884.517090
	Iteration 19Q: 3 clusters Score -2099112 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2099158.000000 Penalty: 4884.517090
	Iteration 20F: 3 clusters Score -2099158 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2099189.000000 Penalty: 4884.517090
	Iteration 21Q: 3 clusters Score -2099189 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2099235.500000 Penalty: 4884.517090
	Iteration 22Q: 3 clusters Score -2099236 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2099263.000000 Penalty: 4884.517090
	Iteration 23Q: 3 clusters Score -2099263 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2099299.750000 Penalty: 4884.517090
	Iteration 24Q: 3 clusters Score -2099300 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2099321.000000 Penalty: 4884.517090
	Iteration 25Q: 3 clusters Score -2099321 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2099339.500000 Penalty: 4884.517090
	Iteration 26Q: 3 clusters Score -2099340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2099366.250000 Penalty: 4884.517090
	Iteration 27Q: 3 clusters Score -2099366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2099384.250000 Penalty: 4884.517090
	Iteration 28Q: 3 clusters Score -2099384 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2099402.250000 Penalty: 4884.517090
	Iteration 29Q: 3 clusters Score -2099402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2099427.000000 Penalty: 4884.517090
	Iteration 30Q: 3 clusters Score -2099427 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2099446.250000 Penalty: 4884.517090
	Iteration 31Q: 3 clusters Score -2099446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2099468.750000 Penalty: 4884.517090
	Iteration 32Q: 3 clusters Score -2099469 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2099473.250000 Penalty: 4884.517090
	Iteration 33Q: 3 clusters Score -2099473 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2099488.750000 Penalty: 4884.517090
	Iteration 34Q: 3 clusters Score -2099489 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2099500.000000 Penalty: 4884.517090
	Iteration 35Q: 3 clusters Score -2099500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2099514.000000 Penalty: 4884.517090
	Iteration 36Q: 3 clusters Score -2099514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2099530.750000 Penalty: 4884.517090
	Iteration 37Q: 3 clusters Score -2099531 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2099530.500000 Penalty: 4884.517090
	Iteration 38Q: 3 clusters Score -2099530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2099539.750000 Penalty: 4884.517090
	Iteration 39Q: 3 clusters Score -2099540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2099551.500000 Penalty: 4884.517090
	Iteration 40F: 3 clusters Score -2099552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2099556.500000 Penalty: 4884.517090
	Iteration 41Q: 3 clusters Score -2099556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2099564.250000 Penalty: 4884.517090
	Iteration 42Q: 3 clusters Score -2099564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2099573.250000 Penalty: 4884.517090
	Iteration 43Q: 3 clusters Score -2099573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2099576.000000 Penalty: 4884.517090
	Iteration 44Q: 3 clusters Score -2099576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2099575.500000 Penalty: 4884.517090
	Iteration 45Q: 3 clusters Score -2099576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2099580.250000 Penalty: 4884.517090
	Iteration 46Q: 3 clusters Score -2099580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2099585.000000 Penalty: 4884.517090
	Iteration 47Q: 3 clusters Score -2099585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2099587.500000 Penalty: 4884.517090
	Iteration 48Q: 3 clusters Score -2099588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2099587.500000 Penalty: 4884.517090
	Iteration 49Q: 3 clusters Score -2099588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2099590.750000 Penalty: 4884.517090
	Iteration 50Q: 3 clusters Score -2099591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2099595.000000 Penalty: 4884.517090
	Iteration 51Q: 3 clusters Score -2099595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2099593.750000 Penalty: 4884.517090
	Iteration 52Q: 3 clusters Score -2099594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2099594.250000 Penalty: 4884.517090
	Iteration 53Q: 3 clusters Score -2099594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2099600.750000 Penalty: 4884.517090
	Iteration 54Q: 3 clusters Score -2099601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2099604.250000 Penalty: 4884.517090
	Iteration 55Q: 3 clusters Score -2099604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2099602.000000 Penalty: 4884.517090
	Iteration 56Q: 3 clusters Score -2099602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2099608.750000 Penalty: 4884.517090
	Iteration 57Q: 3 clusters Score -2099609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2099611.000000 Penalty: 4884.517090
	Iteration 58Q: 3 clusters Score -2099611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2099616.500000 Penalty: 4884.517090
	Iteration 59Q: 3 clusters Score -2099616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2099620.500000 Penalty: 4884.517090
	Iteration 60F: 3 clusters Score -2099620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2099624.250000 Penalty: 4884.517090
	Iteration 61Q: 3 clusters Score -2099624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2099630.000000 Penalty: 4884.517090
	Iteration 62Q: 3 clusters Score -2099630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2099629.750000 Penalty: 4884.517090
	Iteration 63Q: 3 clusters Score -2099630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2099636.000000 Penalty: 4884.517090
	Iteration 64Q: 3 clusters Score -2099636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2099638.500000 Penalty: 4884.517090
	Iteration 65Q: 3 clusters Score -2099638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2099648.000000 Penalty: 4884.517090
	Iteration 66Q: 3 clusters Score -2099648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2099659.500000 Penalty: 4884.517090
	Iteration 67Q: 3 clusters Score -2099660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2099661.250000 Penalty: 4884.517090
	Iteration 68Q: 3 clusters Score -2099661 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2099661.500000 Penalty: 4884.517090
	Iteration 69Q: 3 clusters Score -2099662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2099668.750000 Penalty: 4884.517090
	Iteration 70Q: 3 clusters Score -2099669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2099672.250000 Penalty: 4884.517090
	Iteration 71Q: 3 clusters Score -2099672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2099677.250000 Penalty: 4884.517090
	Iteration 72Q: 3 clusters Score -2099677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2099682.750000 Penalty: 4884.517090
	Iteration 73Q: 3 clusters Score -2099683 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2099681.250000 Penalty: 4884.517090
	Iteration 74Q: 3 clusters Score -2099681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2099684.750000 Penalty: 4884.517090
	Iteration 75Q: 3 clusters Score -2099685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2099693.500000 Penalty: 4884.517090
	Iteration 76Q: 3 clusters Score -2099694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2099691.500000 Penalty: 4884.517090
	Iteration 77Q: 3 clusters Score -2099692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2099689.250000 Penalty: 4884.517090
	Iteration 78Q: 3 clusters Score -2099689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2099690.000000 Penalty: 4884.517090
	Iteration 79Q: 3 clusters Score -2099690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2099689.500000 Penalty: 4884.517090
	Iteration 80F: 3 clusters Score -2099690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2099690.000000 Penalty: 4884.517090
	Iteration 81Q: 3 clusters Score -2099690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2099685.250000 Penalty: 4884.517090
	Iteration 82Q: 3 clusters Score -2099685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2099687.500000 Penalty: 4884.517090
	Iteration 83Q: 3 clusters Score -2099688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2099684.500000 Penalty: 4884.517090
	Iteration 84Q: 3 clusters Score -2099684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2099689.000000 Penalty: 4884.517090
	Iteration 85Q: 3 clusters Score -2099689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2099694.250000 Penalty: 4884.517090
	Iteration 86Q: 3 clusters Score -2099694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2099692.750000 Penalty: 4884.517090
	Iteration 87Q: 3 clusters Score -2099693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2099689.250000 Penalty: 4884.517090
	Iteration 88Q: 3 clusters Score -2099689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2099691.000000 Penalty: 4884.517090
	Iteration 89Q: 3 clusters Score -2099691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2099692.250000 Penalty: 4884.517090
	Iteration 90Q: 3 clusters Score -2099692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2099693.250000 Penalty: 4884.517090
	Iteration 91Q: 3 clusters Score -2099693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2099693.250000 Penalty: 4884.517090
	Iteration 92F: 3 clusters Score -2099693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Entering Unmasked Estep 
Score: -2153536.000000 Penalty: 2433.138672
	Iteration 0F: 2 clusters Score -2153536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2140588.500000 Penalty: 4866.277344
	Iteration 0F: 3 clusters Score -2140588 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2145131.000000 Penalty: 4866.277344
	Iteration 1F: 3 clusters Score -2145131 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2145867.750000 Penalty: 4866.277344
	Iteration 2F: 3 clusters Score -2145868 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2146704.750000 Penalty: 4866.277344
	Iteration 3F: 3 clusters Score -2146705 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2147691.500000 Penalty: 4866.277344
	Iteration 4F: 3 clusters Score -2147692 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2148773.500000 Penalty: 4866.277344
	Iteration 5F: 3 clusters Score -2148774 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2149763.250000 Penalty: 4866.277344
	Iteration 6F: 3 clusters Score -2149763 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2150481.000000 Penalty: 4866.277344
	Iteration 7F: 3 clusters Score -2150481 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2151028.250000 Penalty: 4866.277344
	Iteration 8Q: 3 clusters Score -2151028 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2151481.000000 Penalty: 4866.277344
	Iteration 9Q: 3 clusters Score -2151481 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2151943.250000 Penalty: 4866.277344
	Iteration 10Q: 3 clusters Score -2151943 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2152348.250000 Penalty: 4866.277344
	Iteration 11Q: 3 clusters Score -2152348 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2152626.750000 Penalty: 4866.277344
	Iteration 12Q: 3 clusters Score -2152627 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2152801.500000 Penalty: 4866.277344
	Iteration 13Q: 3 clusters Score -2152802 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2152903.500000 Penalty: 4866.277344
	Iteration 14Q: 3 clusters Score -2152904 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2152992.750000 Penalty: 4866.277344
	Iteration 15Q: 3 clusters Score -2152993 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2153058.250000 Penalty: 4866.277344
	Iteration 16Q: 3 clusters Score -2153058 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2153109.000000 Penalty: 4866.277344
	Iteration 17Q: 3 clusters Score -2153109 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2153175.250000 Penalty: 4866.277344
	Iteration 18Q: 3 clusters Score -2153175 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2153249.250000 Penalty: 4866.277344
	Iteration 19Q: 3 clusters Score -2153249 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2153334.000000 Penalty: 4866.277344
	Iteration 20F: 3 clusters Score -2153334 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2153413.500000 Penalty: 4866.277344
	Iteration 21Q: 3 clusters Score -2153414 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2153490.500000 Penalty: 4866.277344
	Iteration 22Q: 3 clusters Score -2153490 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2153557.000000 Penalty: 4866.277344
	Iteration 23Q: 3 clusters Score -2153557 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2153622.000000 Penalty: 4866.277344
	Iteration 24Q: 3 clusters Score -2153622 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2153679.000000 Penalty: 4866.277344
	Iteration 25Q: 3 clusters Score -2153679 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2153717.000000 Penalty: 4866.277344
	Iteration 26Q: 3 clusters Score -2153717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2153740.000000 Penalty: 4866.277344
	Iteration 27Q: 3 clusters Score -2153740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2153764.250000 Penalty: 4866.277344
	Iteration 28Q: 3 clusters Score -2153764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2153782.750000 Penalty: 4866.277344
	Iteration 29Q: 3 clusters Score -2153783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2153787.500000 Penalty: 4866.277344
	Iteration 30Q: 3 clusters Score -2153788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2153795.000000 Penalty: 4866.277344
	Iteration 31Q: 3 clusters Score -2153795 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2153800.500000 Penalty: 4866.277344
	Iteration 32Q: 3 clusters Score -2153800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2153802.250000 Penalty: 4866.277344
	Iteration 33Q: 3 clusters Score -2153802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2153806.250000 Penalty: 4866.277344
	Iteration 34Q: 3 clusters Score -2153806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2153813.500000 Penalty: 4866.277344
	Iteration 35Q: 3 clusters Score -2153814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2153814.250000 Penalty: 4866.277344
	Iteration 36Q: 3 clusters Score -2153814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2153813.000000 Penalty: 4866.277344
	Iteration 37Q: 3 clusters Score -2153813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2153810.750000 Penalty: 4866.277344
	Iteration 38Q: 3 clusters Score -2153811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2153812.000000 Penalty: 4866.277344
	Iteration 39Q: 3 clusters Score -2153812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2153812.250000 Penalty: 4866.277344
	Iteration 40F: 3 clusters Score -2153812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2153814.250000 Penalty: 4866.277344
	Iteration 41Q: 3 clusters Score -2153814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2153816.000000 Penalty: 4866.277344
	Iteration 42Q: 3 clusters Score -2153816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2153820.250000 Penalty: 4866.277344
	Iteration 43Q: 3 clusters Score -2153820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2153820.500000 Penalty: 4866.277344
	Iteration 44Q: 3 clusters Score -2153820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2153821.500000 Penalty: 4866.277344
	Iteration 45Q: 3 clusters Score -2153822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2153819.250000 Penalty: 4866.277344
	Iteration 46Q: 3 clusters Score -2153819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2153821.000000 Penalty: 4866.277344
	Iteration 47Q: 3 clusters Score -2153821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2153818.250000 Penalty: 4866.277344
	Iteration 48Q: 3 clusters Score -2153818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2153815.750000 Penalty: 4866.277344
	Iteration 49Q: 3 clusters Score -2153816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2153817.000000 Penalty: 4866.277344
	Iteration 50Q: 3 clusters Score -2153817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2153818.000000 Penalty: 4866.277344
	Iteration 51Q: 3 clusters Score -2153818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2153820.250000 Penalty: 4866.277344
	Iteration 52Q: 3 clusters Score -2153820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2153821.000000 Penalty: 4866.277344
	Iteration 53Q: 3 clusters Score -2153821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2153818.000000 Penalty: 4866.277344
	Iteration 54Q: 3 clusters Score -2153818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2153818.250000 Penalty: 4866.277344
	Iteration 55Q: 3 clusters Score -2153818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2153821.500000 Penalty: 4866.277344
	Iteration 56Q: 3 clusters Score -2153822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2153827.750000 Penalty: 4866.277344
	Iteration 57Q: 3 clusters Score -2153828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2153825.250000 Penalty: 4866.277344
	Iteration 58Q: 3 clusters Score -2153825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2153826.500000 Penalty: 4866.277344
	Iteration 59Q: 3 clusters Score -2153826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2153828.500000 Penalty: 4866.277344
	Iteration 60F: 3 clusters Score -2153828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2153825.000000 Penalty: 4866.277344
	Iteration 61Q: 3 clusters Score -2153825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2153824.000000 Penalty: 4866.277344
	Iteration 62Q: 3 clusters Score -2153824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2153823.500000 Penalty: 4866.277344
	Iteration 63Q: 3 clusters Score -2153824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2153823.500000 Penalty: 4866.277344
	Iteration 64F: 3 clusters Score -2153824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13669 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 18899 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12241 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18917 members 
Mstep: Class 21 contains 9980 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 12352 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 8254 members 
Entering Unmasked Estep 
Score: -35718148.000000 Penalty: 94338.273438
Splitting cluster 21 changes total score from -35718648.000000 to -35718148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (31041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Entering Unmasked Estep 
Score: -3458948.000000 Penalty: 2565.079834
	Iteration 0F: 2 clusters Score -3458948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3437705.750000 Penalty: 5130.159668
	Iteration 0F: 3 clusters Score -3437706 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3445469.250000 Penalty: 5130.159668
	Iteration 1F: 3 clusters Score -3445469 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3446174.500000 Penalty: 5130.159668
	Iteration 2F: 3 clusters Score -3446174 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3446864.250000 Penalty: 5130.159668
	Iteration 3F: 3 clusters Score -3446864 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3447503.750000 Penalty: 5130.159668
	Iteration 4F: 3 clusters Score -3447504 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3448157.250000 Penalty: 5130.159668
	Iteration 5Q: 3 clusters Score -3448157 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3448803.000000 Penalty: 5130.159668
	Iteration 6Q: 3 clusters Score -3448803 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3449376.750000 Penalty: 5130.159668
	Iteration 7Q: 3 clusters Score -3449377 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3449951.250000 Penalty: 5130.159668
	Iteration 8Q: 3 clusters Score -3449951 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3450541.000000 Penalty: 5130.159668
	Iteration 9Q: 3 clusters Score -3450541 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3451191.500000 Penalty: 5130.159668
	Iteration 10Q: 3 clusters Score -3451192 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3451867.500000 Penalty: 5130.159668
	Iteration 11Q: 3 clusters Score -3451868 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -3452562.250000 Penalty: 5130.159668
	Iteration 12Q: 3 clusters Score -3452562 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3453302.500000 Penalty: 5130.159668
	Iteration 13Q: 3 clusters Score -3453302 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3453956.500000 Penalty: 5130.159668
	Iteration 14Q: 3 clusters Score -3453956 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3454503.500000 Penalty: 5130.159668
	Iteration 15Q: 3 clusters Score -3454504 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3454924.000000 Penalty: 5130.159668
	Iteration 16Q: 3 clusters Score -3454924 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3455342.250000 Penalty: 5130.159668
	Iteration 17Q: 3 clusters Score -3455342 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -3455659.500000 Penalty: 5130.159668
	Iteration 18Q: 3 clusters Score -3455660 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3455920.750000 Penalty: 5130.159668
	Iteration 19Q: 3 clusters Score -3455921 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3456106.500000 Penalty: 5130.159668
	Iteration 20F: 3 clusters Score -3456106 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -3456253.500000 Penalty: 5130.159668
	Iteration 21Q: 3 clusters Score -3456254 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3456380.750000 Penalty: 5130.159668
	Iteration 22Q: 3 clusters Score -3456381 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3456480.500000 Penalty: 5130.159668
	Iteration 23Q: 3 clusters Score -3456480 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3456573.250000 Penalty: 5130.159668
	Iteration 24Q: 3 clusters Score -3456573 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3456647.750000 Penalty: 5130.159668
	Iteration 25Q: 3 clusters Score -3456648 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3456715.750000 Penalty: 5130.159668
	Iteration 26Q: 3 clusters Score -3456716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3456770.000000 Penalty: 5130.159668
	Iteration 27Q: 3 clusters Score -3456770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3456817.000000 Penalty: 5130.159668
	Iteration 28Q: 3 clusters Score -3456817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -3456833.750000 Penalty: 5130.159668
	Iteration 29Q: 3 clusters Score -3456834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3456848.750000 Penalty: 5130.159668
	Iteration 30Q: 3 clusters Score -3456849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3456870.750000 Penalty: 5130.159668
	Iteration 31Q: 3 clusters Score -3456871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3456889.250000 Penalty: 5130.159668
	Iteration 32Q: 3 clusters Score -3456889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -3456904.250000 Penalty: 5130.159668
	Iteration 33Q: 3 clusters Score -3456904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3456905.000000 Penalty: 5130.159668
	Iteration 34Q: 3 clusters Score -3456905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -3456903.250000 Penalty: 5130.159668
	Iteration 35Q: 3 clusters Score -3456903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3456911.250000 Penalty: 5130.159668
	Iteration 36Q: 3 clusters Score -3456911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3456910.000000 Penalty: 5130.159668
	Iteration 37Q: 3 clusters Score -3456910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3456910.250000 Penalty: 5130.159668
	Iteration 38Q: 3 clusters Score -3456910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3456911.250000 Penalty: 5130.159668
	Iteration 39Q: 3 clusters Score -3456911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3456914.250000 Penalty: 5130.159668
	Iteration 40F: 3 clusters Score -3456914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3456918.750000 Penalty: 5130.159668
	Iteration 41Q: 3 clusters Score -3456919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3456923.750000 Penalty: 5130.159668
	Iteration 42Q: 3 clusters Score -3456924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3456924.750000 Penalty: 5130.159668
	Iteration 43Q: 3 clusters Score -3456925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3456928.750000 Penalty: 5130.159668
	Iteration 44Q: 3 clusters Score -3456929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3456927.250000 Penalty: 5130.159668
	Iteration 45Q: 3 clusters Score -3456927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3456927.500000 Penalty: 5130.159668
	Iteration 46Q: 3 clusters Score -3456928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3456927.750000 Penalty: 5130.159668
	Iteration 47Q: 3 clusters Score -3456928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3456936.250000 Penalty: 5130.159668
	Iteration 48Q: 3 clusters Score -3456936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3456936.250000 Penalty: 5130.159668
	Iteration 49F: 3 clusters Score -3456936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Entering Unmasked Estep 
Score: -896607.062500 Penalty: 2217.341064
	Iteration 0F: 2 clusters Score -896607.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -890431.125000 Penalty: 4434.682129
	Iteration 0F: 3 clusters Score -890431.1 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -892193.937500 Penalty: 4434.682129
	Iteration 1F: 3 clusters Score -892193.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -892569.187500 Penalty: 4434.682129
	Iteration 2F: 3 clusters Score -892569.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -892867.500000 Penalty: 4434.682129
	Iteration 3F: 3 clusters Score -892867.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -893134.000000 Penalty: 4434.682129
	Iteration 4F: 3 clusters Score -893134 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -893360.312500 Penalty: 4434.682129
	Iteration 5Q: 3 clusters Score -893360.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -893541.750000 Penalty: 4434.682129
	Iteration 6Q: 3 clusters Score -893541.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -893718.875000 Penalty: 4434.682129
	Iteration 7Q: 3 clusters Score -893718.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -893908.250000 Penalty: 4434.682129
	Iteration 8Q: 3 clusters Score -893908.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -894075.812500 Penalty: 4434.682129
	Iteration 9Q: 3 clusters Score -894075.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -894257.375000 Penalty: 4434.682129
	Iteration 10Q: 3 clusters Score -894257.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -894395.937500 Penalty: 4434.682129
	Iteration 11Q: 3 clusters Score -894395.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -894492.312500 Penalty: 4434.682129
	Iteration 12Q: 3 clusters Score -894492.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -894577.312500 Penalty: 4434.682129
	Iteration 13Q: 3 clusters Score -894577.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -894638.187500 Penalty: 4434.682129
	Iteration 14Q: 3 clusters Score -894638.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -894669.062500 Penalty: 4434.682129
	Iteration 15Q: 3 clusters Score -894669.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -894689.250000 Penalty: 4434.682129
	Iteration 16Q: 3 clusters Score -894689.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -894706.937500 Penalty: 4434.682129
	Iteration 17Q: 3 clusters Score -894706.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -894714.812500 Penalty: 4434.682129
	Iteration 18Q: 3 clusters Score -894714.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -894727.750000 Penalty: 4434.682129
	Iteration 19Q: 3 clusters Score -894727.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -894736.250000 Penalty: 4434.682129
	Iteration 20F: 3 clusters Score -894736.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -894743.062500 Penalty: 4434.682129
	Iteration 21Q: 3 clusters Score -894743.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -894753.125000 Penalty: 4434.682129
	Iteration 22Q: 3 clusters Score -894753.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -894761.562500 Penalty: 4434.682129
	Iteration 23Q: 3 clusters Score -894761.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -894764.125000 Penalty: 4434.682129
	Iteration 24Q: 3 clusters Score -894764.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -894766.812500 Penalty: 4434.682129
	Iteration 25Q: 3 clusters Score -894766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -894767.375000 Penalty: 4434.682129
	Iteration 26Q: 3 clusters Score -894767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -894768.437500 Penalty: 4434.682129
	Iteration 27Q: 3 clusters Score -894768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -894768.375000 Penalty: 4434.682129
	Iteration 28Q: 3 clusters Score -894768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -894768.437500 Penalty: 4434.682129
	Iteration 29Q: 3 clusters Score -894768.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -894772.500000 Penalty: 4434.682129
	Iteration 30Q: 3 clusters Score -894772.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -894775.562500 Penalty: 4434.682129
	Iteration 31Q: 3 clusters Score -894775.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -894778.312500 Penalty: 4434.682129
	Iteration 32Q: 3 clusters Score -894778.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -894779.062500 Penalty: 4434.682129
	Iteration 33Q: 3 clusters Score -894779.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -894781.250000 Penalty: 4434.682129
	Iteration 34Q: 3 clusters Score -894781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -894782.625000 Penalty: 4434.682129
	Iteration 35Q: 3 clusters Score -894782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -894784.625000 Penalty: 4434.682129
	Iteration 36Q: 3 clusters Score -894784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -894784.312500 Penalty: 4434.682129
	Iteration 37Q: 3 clusters Score -894784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -894784.312500 Penalty: 4434.682129
	Iteration 38F: 3 clusters Score -894784.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Entering Unmasked Estep 
Score: -331920.343750 Penalty: 1969.441284
	Iteration 0F: 2 clusters Score -331920.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -328803.906250 Penalty: 3938.882568
	Iteration 0F: 3 clusters Score -328803.9 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -329450.656250 Penalty: 3938.882568
	Iteration 1F: 3 clusters Score -329450.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -329616.062500 Penalty: 3938.882568
	Iteration 2F: 3 clusters Score -329616.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -329728.906250 Penalty: 3938.882568
	Iteration 3Q: 3 clusters Score -329728.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -329825.250000 Penalty: 3938.882568
	Iteration 4Q: 3 clusters Score -329825.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -329900.343750 Penalty: 3938.882568
	Iteration 5Q: 3 clusters Score -329900.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -329967.375000 Penalty: 3938.882568
	Iteration 6Q: 3 clusters Score -329967.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -330017.343750 Penalty: 3938.882568
	Iteration 7Q: 3 clusters Score -330017.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -330063.437500 Penalty: 3938.882568
	Iteration 8Q: 3 clusters Score -330063.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -330100.375000 Penalty: 3938.882568
	Iteration 9Q: 3 clusters Score -330100.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -330123.343750 Penalty: 3938.882568
	Iteration 10Q: 3 clusters Score -330123.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -330145.687500 Penalty: 3938.882568
	Iteration 11Q: 3 clusters Score -330145.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -330168.031250 Penalty: 3938.882568
	Iteration 12Q: 3 clusters Score -330168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -330180.781250 Penalty: 3938.882568
	Iteration 13Q: 3 clusters Score -330180.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -330194.562500 Penalty: 3938.882568
	Iteration 14Q: 3 clusters Score -330194.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -330209.250000 Penalty: 3938.882568
	Iteration 15Q: 3 clusters Score -330209.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -330223.937500 Penalty: 3938.882568
	Iteration 16Q: 3 clusters Score -330223.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -330233.250000 Penalty: 3938.882568
	Iteration 17Q: 3 clusters Score -330233.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -330237.531250 Penalty: 3938.882568
	Iteration 18Q: 3 clusters Score -330237.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -330241.656250 Penalty: 3938.882568
	Iteration 19Q: 3 clusters Score -330241.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -330244.781250 Penalty: 3938.882568
	Iteration 20F: 3 clusters Score -330244.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -330249.687500 Penalty: 3938.882568
	Iteration 21Q: 3 clusters Score -330249.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -330254.656250 Penalty: 3938.882568
	Iteration 22Q: 3 clusters Score -330254.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -330259.125000 Penalty: 3938.882568
	Iteration 23Q: 3 clusters Score -330259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -330262.093750 Penalty: 3938.882568
	Iteration 24Q: 3 clusters Score -330262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -330265.562500 Penalty: 3938.882568
	Iteration 25Q: 3 clusters Score -330265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -330266.281250 Penalty: 3938.882568
	Iteration 26Q: 3 clusters Score -330266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -330266.281250 Penalty: 3938.882568
	Iteration 27F: 3 clusters Score -330266.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Entering Unmasked Estep 
Score: -1859571.500000 Penalty: 2388.753906
	Iteration 0F: 2 clusters Score -1859572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1848500.875000 Penalty: 4777.507812
	Iteration 0F: 3 clusters Score -1848501 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1852046.500000 Penalty: 4777.507812
	Iteration 1F: 3 clusters Score -1852046 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1852520.750000 Penalty: 4777.507812
	Iteration 2F: 3 clusters Score -1852521 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1852936.250000 Penalty: 4777.507812
	Iteration 3F: 3 clusters Score -1852936 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1853327.875000 Penalty: 4777.507812
	Iteration 4Q: 3 clusters Score -1853328 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1853697.250000 Penalty: 4777.507812
	Iteration 5Q: 3 clusters Score -1853697 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1854068.125000 Penalty: 4777.507812
	Iteration 6Q: 3 clusters Score -1854068 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1854453.500000 Penalty: 4777.507812
	Iteration 7Q: 3 clusters Score -1854454 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1854826.500000 Penalty: 4777.507812
	Iteration 8Q: 3 clusters Score -1854826 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1855213.875000 Penalty: 4777.507812
	Iteration 9Q: 3 clusters Score -1855214 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1855599.625000 Penalty: 4777.507812
	Iteration 10Q: 3 clusters Score -1855600 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1855969.750000 Penalty: 4777.507812
	Iteration 11Q: 3 clusters Score -1855970 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1856308.625000 Penalty: 4777.507812
	Iteration 12Q: 3 clusters Score -1856309 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1856597.125000 Penalty: 4777.507812
	Iteration 13Q: 3 clusters Score -1856597 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1856813.250000 Penalty: 4777.507812
	Iteration 14Q: 3 clusters Score -1856813 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1856999.125000 Penalty: 4777.507812
	Iteration 15Q: 3 clusters Score -1856999 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1857137.375000 Penalty: 4777.507812
	Iteration 16Q: 3 clusters Score -1857137 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1857250.625000 Penalty: 4777.507812
	Iteration 17Q: 3 clusters Score -1857251 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1857348.625000 Penalty: 4777.507812
	Iteration 18Q: 3 clusters Score -1857349 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1857423.250000 Penalty: 4777.507812
	Iteration 19Q: 3 clusters Score -1857423 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1857475.125000 Penalty: 4777.507812
	Iteration 20F: 3 clusters Score -1857475 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1857519.250000 Penalty: 4777.507812
	Iteration 21Q: 3 clusters Score -1857519 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1857558.875000 Penalty: 4777.507812
	Iteration 22Q: 3 clusters Score -1857559 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1857595.375000 Penalty: 4777.507812
	Iteration 23Q: 3 clusters Score -1857595 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1857624.500000 Penalty: 4777.507812
	Iteration 24Q: 3 clusters Score -1857624 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1857652.625000 Penalty: 4777.507812
	Iteration 25Q: 3 clusters Score -1857653 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1857687.625000 Penalty: 4777.507812
	Iteration 26Q: 3 clusters Score -1857688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1857715.250000 Penalty: 4777.507812
	Iteration 27Q: 3 clusters Score -1857715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1857742.750000 Penalty: 4777.507812
	Iteration 28Q: 3 clusters Score -1857743 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1857775.250000 Penalty: 4777.507812
	Iteration 29Q: 3 clusters Score -1857775 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1857798.750000 Penalty: 4777.507812
	Iteration 30Q: 3 clusters Score -1857799 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1857830.000000 Penalty: 4777.507812
	Iteration 31Q: 3 clusters Score -1857830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1857854.250000 Penalty: 4777.507812
	Iteration 32Q: 3 clusters Score -1857854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1857872.250000 Penalty: 4777.507812
	Iteration 33Q: 3 clusters Score -1857872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1857885.875000 Penalty: 4777.507812
	Iteration 34Q: 3 clusters Score -1857886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1857893.750000 Penalty: 4777.507812
	Iteration 35Q: 3 clusters Score -1857894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1857899.500000 Penalty: 4777.507812
	Iteration 36Q: 3 clusters Score -1857900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1857912.500000 Penalty: 4777.507812
	Iteration 37Q: 3 clusters Score -1857912 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1857922.125000 Penalty: 4777.507812
	Iteration 38Q: 3 clusters Score -1857922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1857934.500000 Penalty: 4777.507812
	Iteration 39Q: 3 clusters Score -1857934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1857939.500000 Penalty: 4777.507812
	Iteration 40F: 3 clusters Score -1857940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1857941.750000 Penalty: 4777.507812
	Iteration 41Q: 3 clusters Score -1857942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1857948.125000 Penalty: 4777.507812
	Iteration 42Q: 3 clusters Score -1857948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1857951.250000 Penalty: 4777.507812
	Iteration 43Q: 3 clusters Score -1857951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1857965.375000 Penalty: 4777.507812
	Iteration 44Q: 3 clusters Score -1857965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1857974.250000 Penalty: 4777.507812
	Iteration 45Q: 3 clusters Score -1857974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1857985.625000 Penalty: 4777.507812
	Iteration 46Q: 3 clusters Score -1857986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1857999.500000 Penalty: 4777.507812
	Iteration 47Q: 3 clusters Score -1858000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1858005.125000 Penalty: 4777.507812
	Iteration 48Q: 3 clusters Score -1858005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1858011.125000 Penalty: 4777.507812
	Iteration 49Q: 3 clusters Score -1858011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1858015.125000 Penalty: 4777.507812
	Iteration 50Q: 3 clusters Score -1858015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1858022.250000 Penalty: 4777.507812
	Iteration 51Q: 3 clusters Score -1858022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1858026.125000 Penalty: 4777.507812
	Iteration 52Q: 3 clusters Score -1858026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1858026.125000 Penalty: 4777.507812
	Iteration 53Q: 3 clusters Score -1858026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1858036.875000 Penalty: 4777.507812
	Iteration 54Q: 3 clusters Score -1858037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1858036.250000 Penalty: 4777.507812
	Iteration 55Q: 3 clusters Score -1858036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1858045.125000 Penalty: 4777.507812
	Iteration 56Q: 3 clusters Score -1858045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1858043.500000 Penalty: 4777.507812
	Iteration 57Q: 3 clusters Score -1858044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1858048.000000 Penalty: 4777.507812
	Iteration 58Q: 3 clusters Score -1858048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1858045.750000 Penalty: 4777.507812
	Iteration 59Q: 3 clusters Score -1858046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1858050.500000 Penalty: 4777.507812
	Iteration 60F: 3 clusters Score -1858050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1858054.125000 Penalty: 4777.507812
	Iteration 61Q: 3 clusters Score -1858054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1858053.750000 Penalty: 4777.507812
	Iteration 62Q: 3 clusters Score -1858054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1858053.000000 Penalty: 4777.507812
	Iteration 63Q: 3 clusters Score -1858053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1858063.000000 Penalty: 4777.507812
	Iteration 64Q: 3 clusters Score -1858063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1858065.875000 Penalty: 4777.507812
	Iteration 65Q: 3 clusters Score -1858066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1858067.000000 Penalty: 4777.507812
	Iteration 66Q: 3 clusters Score -1858067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1858067.500000 Penalty: 4777.507812
	Iteration 67Q: 3 clusters Score -1858068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1858067.500000 Penalty: 4777.507812
	Iteration 68Q: 3 clusters Score -1858068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1858069.125000 Penalty: 4777.507812
	Iteration 69Q: 3 clusters Score -1858069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1858069.125000 Penalty: 4777.507812
	Iteration 70F: 3 clusters Score -1858069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -793946.750000 Penalty: 2180.702881
	Iteration 0F: 2 clusters Score -793946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -788422.937500 Penalty: 4361.405762
	Iteration 0F: 3 clusters Score -788422.9 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -789894.437500 Penalty: 4361.405762
	Iteration 1F: 3 clusters Score -789894.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -790177.812500 Penalty: 4361.405762
	Iteration 2F: 3 clusters Score -790177.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -790410.437500 Penalty: 4361.405762
	Iteration 3F: 3 clusters Score -790410.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -790610.062500 Penalty: 4361.405762
	Iteration 4Q: 3 clusters Score -790610.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -790810.437500 Penalty: 4361.405762
	Iteration 5Q: 3 clusters Score -790810.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -791037.062500 Penalty: 4361.405762
	Iteration 6Q: 3 clusters Score -791037.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -791330.375000 Penalty: 4361.405762
	Iteration 7Q: 3 clusters Score -791330.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -791680.625000 Penalty: 4361.405762
	Iteration 8F: 3 clusters Score -791680.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -792165.875000 Penalty: 4361.405762
	Iteration 9F: 3 clusters Score -792165.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -792608.062500 Penalty: 4361.405762
	Iteration 10F: 3 clusters Score -792608.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -792863.312500 Penalty: 4361.405762
	Iteration 11F: 3 clusters Score -792863.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -792967.437500 Penalty: 4361.405762
	Iteration 12Q: 3 clusters Score -792967.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -793037.500000 Penalty: 4361.405762
	Iteration 13Q: 3 clusters Score -793037.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -793092.312500 Penalty: 4361.405762
	Iteration 14Q: 3 clusters Score -793092.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -793122.812500 Penalty: 4361.405762
	Iteration 15Q: 3 clusters Score -793122.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -793134.625000 Penalty: 4361.405762
	Iteration 16Q: 3 clusters Score -793134.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -793142.125000 Penalty: 4361.405762
	Iteration 17Q: 3 clusters Score -793142.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -793144.562500 Penalty: 4361.405762
	Iteration 18Q: 3 clusters Score -793144.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -793150.937500 Penalty: 4361.405762
	Iteration 19Q: 3 clusters Score -793150.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -793153.562500 Penalty: 4361.405762
	Iteration 20F: 3 clusters Score -793153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -793155.562500 Penalty: 4361.405762
	Iteration 21Q: 3 clusters Score -793155.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -793155.312500 Penalty: 4361.405762
	Iteration 22Q: 3 clusters Score -793155.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -793154.500000 Penalty: 4361.405762
	Iteration 23Q: 3 clusters Score -793154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -793155.812500 Penalty: 4361.405762
	Iteration 24Q: 3 clusters Score -793155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -793155.687500 Penalty: 4361.405762
	Iteration 25Q: 3 clusters Score -793155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -793158.187500 Penalty: 4361.405762
	Iteration 26Q: 3 clusters Score -793158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -793158.187500 Penalty: 4361.405762
	Iteration 27F: 3 clusters Score -793158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -212319.078125 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -212319.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -209801.796875 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -209801.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210217.671875 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -210217.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -210339.125000 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -210339.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -210407.468750 Penalty: 3717.788818
	Iteration 3Q: 3 clusters Score -210407.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -210452.062500 Penalty: 3717.788818
	Iteration 4Q: 3 clusters Score -210452.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -210478.984375 Penalty: 3717.788818
	Iteration 5Q: 3 clusters Score -210479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -210512.484375 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -210512.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210532.500000 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -210532.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -210550.500000 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -210550.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -210561.078125 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -210561.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -210570.171875 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -210570.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -210578.687500 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -210578.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -210589.531250 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -210589.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -210601.468750 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -210601.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -210613.203125 Penalty: 3717.788818
	Iteration 14Q: 3 clusters Score -210613.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -210634.609375 Penalty: 3717.788818
	Iteration 15Q: 3 clusters Score -210634.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -210654.593750 Penalty: 3717.788818
	Iteration 16Q: 3 clusters Score -210654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -210667.250000 Penalty: 3717.788818
	Iteration 17Q: 3 clusters Score -210667.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210676.953125 Penalty: 3717.788818
	Iteration 18Q: 3 clusters Score -210677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -210695.453125 Penalty: 3717.788818
	Iteration 19Q: 3 clusters Score -210695.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -210721.578125 Penalty: 3717.788818
	Iteration 20F: 3 clusters Score -210721.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -210749.281250 Penalty: 3717.788818
	Iteration 21Q: 3 clusters Score -210749.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -210767.718750 Penalty: 3717.788818
	Iteration 22Q: 3 clusters Score -210767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -210778.468750 Penalty: 3717.788818
	Iteration 23Q: 3 clusters Score -210778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -210791.796875 Penalty: 3717.788818
	Iteration 24Q: 3 clusters Score -210791.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -210802.937500 Penalty: 3717.788818
	Iteration 25Q: 3 clusters Score -210802.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -210808.859375 Penalty: 3717.788818
	Iteration 26Q: 3 clusters Score -210808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -210811.687500 Penalty: 3717.788818
	Iteration 27Q: 3 clusters Score -210811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -210816.781250 Penalty: 3717.788818
	Iteration 28Q: 3 clusters Score -210816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -210823.906250 Penalty: 3717.788818
	Iteration 29Q: 3 clusters Score -210823.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -210831.312500 Penalty: 3717.788818
	Iteration 30Q: 3 clusters Score -210831.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -210845.062500 Penalty: 3717.788818
	Iteration 31Q: 3 clusters Score -210845.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -210853.687500 Penalty: 3717.788818
	Iteration 32Q: 3 clusters Score -210853.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -210860.328125 Penalty: 3717.788818
	Iteration 33Q: 3 clusters Score -210860.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -210870.375000 Penalty: 3717.788818
	Iteration 34Q: 3 clusters Score -210870.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -210885.234375 Penalty: 3717.788818
	Iteration 35Q: 3 clusters Score -210885.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -210900.234375 Penalty: 3717.788818
	Iteration 36Q: 3 clusters Score -210900.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -210917.187500 Penalty: 3717.788818
	Iteration 37Q: 3 clusters Score -210917.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210926.984375 Penalty: 3717.788818
	Iteration 38Q: 3 clusters Score -210927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -210937.500000 Penalty: 3717.788818
	Iteration 39Q: 3 clusters Score -210937.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -210956.656250 Penalty: 3717.788818
	Iteration 40F: 3 clusters Score -210956.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -210965.968750 Penalty: 3717.788818
	Iteration 41Q: 3 clusters Score -210966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -210979.843750 Penalty: 3717.788818
	Iteration 42Q: 3 clusters Score -210979.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -210994.140625 Penalty: 3717.788818
	Iteration 43Q: 3 clusters Score -210994.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -211011.625000 Penalty: 3717.788818
	Iteration 44Q: 3 clusters Score -211011.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -211022.062500 Penalty: 3717.788818
	Iteration 45Q: 3 clusters Score -211022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -211027.406250 Penalty: 3717.788818
	Iteration 46Q: 3 clusters Score -211027.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -211041.281250 Penalty: 3717.788818
	Iteration 47Q: 3 clusters Score -211041.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -211050.281250 Penalty: 3717.788818
	Iteration 48Q: 3 clusters Score -211050.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -211062.312500 Penalty: 3717.788818
	Iteration 49Q: 3 clusters Score -211062.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -211069.515625 Penalty: 3717.788818
	Iteration 50Q: 3 clusters Score -211069.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -211076.281250 Penalty: 3717.788818
	Iteration 51Q: 3 clusters Score -211076.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -211078.875000 Penalty: 3717.788818
	Iteration 52Q: 3 clusters Score -211078.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -211081.281250 Penalty: 3717.788818
	Iteration 53Q: 3 clusters Score -211081.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -211083.937500 Penalty: 3717.788818
	Iteration 54Q: 3 clusters Score -211083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -211090.625000 Penalty: 3717.788818
	Iteration 55Q: 3 clusters Score -211090.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -211100.281250 Penalty: 3717.788818
	Iteration 56Q: 3 clusters Score -211100.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -211109.078125 Penalty: 3717.788818
	Iteration 57Q: 3 clusters Score -211109.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -211113.515625 Penalty: 3717.788818
	Iteration 58Q: 3 clusters Score -211113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -211117.281250 Penalty: 3717.788818
	Iteration 59Q: 3 clusters Score -211117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -211120.250000 Penalty: 3717.788818
	Iteration 60F: 3 clusters Score -211120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -211124.328125 Penalty: 3717.788818
	Iteration 61Q: 3 clusters Score -211124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -211128.578125 Penalty: 3717.788818
	Iteration 62Q: 3 clusters Score -211128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -211130.359375 Penalty: 3717.788818
	Iteration 63Q: 3 clusters Score -211130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -211132.203125 Penalty: 3717.788818
	Iteration 64Q: 3 clusters Score -211132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -211133.265625 Penalty: 3717.788818
	Iteration 65Q: 3 clusters Score -211133.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -211133.265625 Penalty: 3717.788818
	Iteration 66F: 3 clusters Score -211133.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Entering Unmasked Estep 
Score: -1487964.125000 Penalty: 2336.550293
	Iteration 0F: 2 clusters Score -1487964 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 6217 members 
Entering Unmasked Estep 
Score: -1478774.250000 Penalty: 4673.100586
	Iteration 0F: 3 clusters Score -1478774 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1482116.375000 Penalty: 4673.100586
	Iteration 1F: 3 clusters Score -1482116 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1482984.875000 Penalty: 4673.100586
	Iteration 2F: 3 clusters Score -1482985 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1483757.625000 Penalty: 4673.100586
	Iteration 3F: 3 clusters Score -1483758 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1484365.250000 Penalty: 4673.100586
	Iteration 4F: 3 clusters Score -1484365 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1484840.250000 Penalty: 4673.100586
	Iteration 5F: 3 clusters Score -1484840 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1485267.375000 Penalty: 4673.100586
	Iteration 6F: 3 clusters Score -1485267 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1485763.625000 Penalty: 4673.100586
	Iteration 7F: 3 clusters Score -1485764 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1486260.000000 Penalty: 4673.100586
	Iteration 8Q: 3 clusters Score -1486260 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1486730.125000 Penalty: 4673.100586
	Iteration 9Q: 3 clusters Score -1486730 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1487125.125000 Penalty: 4673.100586
	Iteration 10Q: 3 clusters Score -1487125 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1487391.750000 Penalty: 4673.100586
	Iteration 11Q: 3 clusters Score -1487392 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1487551.125000 Penalty: 4673.100586
	Iteration 12Q: 3 clusters Score -1487551 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1487646.375000 Penalty: 4673.100586
	Iteration 13Q: 3 clusters Score -1487646 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1487730.625000 Penalty: 4673.100586
	Iteration 14Q: 3 clusters Score -1487731 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1487795.000000 Penalty: 4673.100586
	Iteration 15Q: 3 clusters Score -1487795 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1487842.750000 Penalty: 4673.100586
	Iteration 16Q: 3 clusters Score -1487843 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1487899.125000 Penalty: 4673.100586
	Iteration 17Q: 3 clusters Score -1487899 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1487952.250000 Penalty: 4673.100586
	Iteration 18Q: 3 clusters Score -1487952 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1487997.500000 Penalty: 4673.100586
	Iteration 19Q: 3 clusters Score -1487998 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1488038.625000 Penalty: 4673.100586
	Iteration 20F: 3 clusters Score -1488039 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1488074.625000 Penalty: 4673.100586
	Iteration 21Q: 3 clusters Score -1488075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1488117.125000 Penalty: 4673.100586
	Iteration 22Q: 3 clusters Score -1488117 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1488156.000000 Penalty: 4673.100586
	Iteration 23Q: 3 clusters Score -1488156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1488191.000000 Penalty: 4673.100586
	Iteration 24Q: 3 clusters Score -1488191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1488220.000000 Penalty: 4673.100586
	Iteration 25Q: 3 clusters Score -1488220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1488263.375000 Penalty: 4673.100586
	Iteration 26Q: 3 clusters Score -1488263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1488289.875000 Penalty: 4673.100586
	Iteration 27Q: 3 clusters Score -1488290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1488310.125000 Penalty: 4673.100586
	Iteration 28Q: 3 clusters Score -1488310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1488328.250000 Penalty: 4673.100586
	Iteration 29Q: 3 clusters Score -1488328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1488336.500000 Penalty: 4673.100586
	Iteration 30Q: 3 clusters Score -1488336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1488357.750000 Penalty: 4673.100586
	Iteration 31Q: 3 clusters Score -1488358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1488370.500000 Penalty: 4673.100586
	Iteration 32Q: 3 clusters Score -1488370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1488380.250000 Penalty: 4673.100586
	Iteration 33Q: 3 clusters Score -1488380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1488385.375000 Penalty: 4673.100586
	Iteration 34Q: 3 clusters Score -1488385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1488388.125000 Penalty: 4673.100586
	Iteration 35Q: 3 clusters Score -1488388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1488389.375000 Penalty: 4673.100586
	Iteration 36Q: 3 clusters Score -1488389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1488391.875000 Penalty: 4673.100586
	Iteration 37Q: 3 clusters Score -1488392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1488392.875000 Penalty: 4673.100586
	Iteration 38Q: 3 clusters Score -1488393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1488394.000000 Penalty: 4673.100586
	Iteration 39Q: 3 clusters Score -1488394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1488391.750000 Penalty: 4673.100586
	Iteration 40F: 3 clusters Score -1488392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1488397.000000 Penalty: 4673.100586
	Iteration 41Q: 3 clusters Score -1488397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1488397.625000 Penalty: 4673.100586
	Iteration 42Q: 3 clusters Score -1488398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1488397.375000 Penalty: 4673.100586
	Iteration 43Q: 3 clusters Score -1488397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1488397.375000 Penalty: 4673.100586
	Iteration 44F: 3 clusters Score -1488397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 13669 members 
Mstep: Class 4 contains 14988 members 
Mstep: Class 5 contains 7046 members 
Mstep: Class 6 contains 20738 members 
Mstep: Class 7 contains 18899 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 4662 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 12 contains 14827 members 
Mstep: Class 13 contains 12241 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 6214 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 9661 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 18917 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 2811 members 
Mstep: Class 25 contains 15246 members 
Mstep: Class 26 contains 6589 members 
Mstep: Class 27 contains 1800 members 
Mstep: Class 28 contains 10744 members 
Mstep: Class 29 contains 6615 members 
Mstep: Class 30 contains 1608 members 
Entering Unmasked Estep 
Score: -35718344.000000 Penalty: 94338.273438
Splitting cluster 28 changes total score from -35718648.000000 to -35718344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -790094.250000 Penalty: 2181.679688
	Iteration 0F: 2 clusters Score -790094.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -784591.562500 Penalty: 4363.359375
	Iteration 0F: 3 clusters Score -784591.6 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -786076.937500 Penalty: 4363.359375
	Iteration 1F: 3 clusters Score -786076.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -786426.562500 Penalty: 4363.359375
	Iteration 2F: 3 clusters Score -786426.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -786768.625000 Penalty: 4363.359375
	Iteration 3F: 3 clusters Score -786768.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -787071.750000 Penalty: 4363.359375
	Iteration 4F: 3 clusters Score -787071.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -787389.000000 Penalty: 4363.359375
	Iteration 5F: 3 clusters Score -787389 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -787664.000000 Penalty: 4363.359375
	Iteration 6F: 3 clusters Score -787664 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -787889.187500 Penalty: 4363.359375
	Iteration 7Q: 3 clusters Score -787889.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -788044.062500 Penalty: 4363.359375
	Iteration 8Q: 3 clusters Score -788044.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -788160.312500 Penalty: 4363.359375
	Iteration 9Q: 3 clusters Score -788160.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -788250.875000 Penalty: 4363.359375
	Iteration 10Q: 3 clusters Score -788250.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -788307.250000 Penalty: 4363.359375
	Iteration 11Q: 3 clusters Score -788307.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -788348.812500 Penalty: 4363.359375
	Iteration 12Q: 3 clusters Score -788348.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -788386.687500 Penalty: 4363.359375
	Iteration 13Q: 3 clusters Score -788386.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -788409.875000 Penalty: 4363.359375
	Iteration 14Q: 3 clusters Score -788409.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -788426.562500 Penalty: 4363.359375
	Iteration 15Q: 3 clusters Score -788426.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -788442.500000 Penalty: 4363.359375
	Iteration 16Q: 3 clusters Score -788442.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -788453.625000 Penalty: 4363.359375
	Iteration 17Q: 3 clusters Score -788453.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -788465.500000 Penalty: 4363.359375
	Iteration 18Q: 3 clusters Score -788465.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -788476.000000 Penalty: 4363.359375
	Iteration 19Q: 3 clusters Score -788476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -788490.625000 Penalty: 4363.359375
	Iteration 20F: 3 clusters Score -788490.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -788494.000000 Penalty: 4363.359375
	Iteration 21Q: 3 clusters Score -788494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -788502.562500 Penalty: 4363.359375
	Iteration 22Q: 3 clusters Score -788502.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -788512.000000 Penalty: 4363.359375
	Iteration 23Q: 3 clusters Score -788512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -788517.375000 Penalty: 4363.359375
	Iteration 24Q: 3 clusters Score -788517.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -788517.562500 Penalty: 4363.359375
	Iteration 25Q: 3 clusters Score -788517.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -788520.312500 Penalty: 4363.359375
	Iteration 26Q: 3 clusters Score -788520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -788520.937500 Penalty: 4363.359375
	Iteration 27Q: 3 clusters Score -788520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -788524.062500 Penalty: 4363.359375
	Iteration 28Q: 3 clusters Score -788524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -788526.812500 Penalty: 4363.359375
	Iteration 29Q: 3 clusters Score -788526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -788528.562500 Penalty: 4363.359375
	Iteration 30Q: 3 clusters Score -788528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -788527.750000 Penalty: 4363.359375
	Iteration 31Q: 3 clusters Score -788527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -788529.500000 Penalty: 4363.359375
	Iteration 32Q: 3 clusters Score -788529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -788528.062500 Penalty: 4363.359375
	Iteration 33Q: 3 clusters Score -788528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -788529.312500 Penalty: 4363.359375
	Iteration 34Q: 3 clusters Score -788529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -788529.875000 Penalty: 4363.359375
	Iteration 35Q: 3 clusters Score -788529.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -788529.562500 Penalty: 4363.359375
	Iteration 36Q: 3 clusters Score -788529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -788530.625000 Penalty: 4363.359375
	Iteration 37Q: 3 clusters Score -788530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -788530.625000 Penalty: 4363.359375
	Iteration 38F: 3 clusters Score -788530.6 nChanged 0
--- Evaluating fit on full set of 963655 points ---
Entering Unmasked Estep 
Score: -107260368.000000 Penalty: 99094.890625
25->30 Clusters: Score -107260368.000000, best is -107291416.000000

Main iterations: 0 (time per=infms)
Total iterations: 65907 (time per=102.601695ms)
Iterations metric 2: 1158583681024.000000 (time per=5.836583ns)
Iterations metric 3: 34757964464128.000000 (time per=194.550228ps)

That took 6762.169922 seconds.
